diff --git a/.RData b/.RData
new file mode 100644
index 00000000..abd32871
Binary files /dev/null and b/.RData differ
diff --git a/CourseSessions/ClassificationProcessCreditCardDefault.Rmd b/CourseSessions/ClassificationProcessCreditCardDefault.Rmd
index bdfc3f70..cefce75b 100644
--- a/CourseSessions/ClassificationProcessCreditCardDefault.Rmd
+++ b/CourseSessions/ClassificationProcessCreditCardDefault.Rmd
@@ -563,7 +563,7 @@ df.all <- do.call(rbind, lapply(list(df1, df2, df3), function(df) {
   colnames(df)[1] <- "False Positive rate"
   df
 }))
-ggplot(df.all, aes(x=`False Positive rate`, y=value, colour=variable)) + geom_line() + ylab("True Positive rate") + geom_abline(intercept = 0, slope = 1,linetype="dotted",colour="green")
+ggplot(df.all, aes(x=`False Positive rate`, y=value, colour="red")) + geom_line() + ylab("True Positive rate") + geom_abline(intercept = 0, slope = 1,linetype="dotted",colour="green")
 ```
 
 How should a good ROC curve look like? A rule of thumb in assessing ROC curves is that the "higher" the curve (i.e., the closer it gets to the point with coordinates (0,1)), hence the larger the area under the curve, the better. You may also select one point on the ROC curve (the "best one" for our purpose) and use that false positive/false negative performances (and corresponding threshold for P(1)) to assess your model. 
@@ -640,7 +640,7 @@ df.all <- do.call(rbind, lapply(list(frame1, frame2, frame3), function(df) {
   colnames(df)[1] <- "% of validation data selected"
   df
 }))
-ggplot(df.all, aes(x=`% of validation data selected`, y=value, colour=variable)) + geom_line() + ylab("% of class 1 captured") + geom_abline(intercept = 0, slope = 1,linetype="dotted",colour="green")
+ggplot(df.all, aes(x=`% of validation data selected`, y=value, colour="red")) + geom_line() + ylab("% of class 1 captured") + geom_abline(intercept = 0, slope = 1,linetype="dotted", colour="green")
 ```
 
 Notice that if we were to examine cases selecting them at random, instead of selecting the "best" ones using an informed classifier, the "random prediction" gains chart would be a straight 45-degree line.
@@ -749,7 +749,7 @@ df.all <- do.call(rbind, lapply(list(frame1, frame2, frame3), function(df) {
   colnames(df)[1] <- "% of validation data selected"
   df
 }))
-ggplot(df.all, aes(x=`% of validation data selected`, y=value, colour=variable)) + geom_line() + ylab("Estimated profit")
+ggplot(df.all, aes(x=`% of validation data selected`, y=value, colour="red")) + geom_line() + ylab("Estimated profit")
 ```
 
 We can then select the percentage of selected cases that corresponds to the maximum estimated profit (or minimum loss, if necessary). 
@@ -830,7 +830,7 @@ df.all <- do.call(rbind, lapply(list(df1, df2, df3), function(df) {
   colnames(df)[1] <- "False Positive rate"
   df
 }))
-ggplot(df.all, aes(x=`False Positive rate`, y=value, colour=variable)) + geom_line() + ylab("True Positive rate") + geom_abline(intercept = 0, slope = 1,linetype="dotted",colour="green")
+ggplot(df.all, aes(x=`False Positive rate`, y=value, colour="red")) + geom_line() + ylab("True Positive rate") + geom_abline(intercept = 0, slope = 1,linetype="dotted",colour="green")
 ```
 
 Gains chart for the test data:
@@ -881,7 +881,7 @@ df.all <- do.call(rbind, lapply(list(frame1, frame2, frame3), function(df) {
   colnames(df)[1] <- "% of test data selected"
   df
 }))
-ggplot(df.all, aes(x=`% of test data selected`, y=value, colour=variable)) + geom_line() + ylab("% of class 1 captured") + geom_abline(intercept = 0, slope = 1,linetype="dotted",colour="green")
+ggplot(df.all, aes(x=`% of test data selected`, y=value, colour="red")) + geom_line() + ylab("% of class 1 captured") + geom_abline(intercept = 0, slope = 1,linetype="dotted",colour="green")
 ```
 
 Finally the profit curves for the test data, using the same profit/cost estimates as above:
@@ -946,7 +946,7 @@ df.all <- do.call(rbind, lapply(list(frame1, frame2, frame3), function(df) {
   colnames(df)[1] <- "% of test data selected"
   df
 }))
-ggplot(df.all, aes(x=`% of test data selected`, y=value, colour=variable)) + geom_line() + ylab("Estimated profit")
+ggplot(df.all, aes(x=`% of test data selected`, y=value, colour="red")) + geom_line() + ylab("Estimated profit")
 ```
 
 **Questions:**
diff --git a/CourseSessions/ClassificationProcessCreditCardDefault.html b/CourseSessions/ClassificationProcessCreditCardDefault.html
index d16b7736..8c39b5c4 100644
--- a/CourseSessions/ClassificationProcessCreditCardDefault.html
+++ b/CourseSessions/ClassificationProcessCreditCardDefault.html
@@ -1,12 +1,12 @@
 <!DOCTYPE html>
 
-<html xmlns="http://www.w3.org/1999/xhtml">
+<html>
 
 <head>
 
 <meta charset="utf-8" />
-<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
 <meta name="generator" content="pandoc" />
+<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
 
 
 <meta name="author" content="Theos Evgeniou, Spyros Zoumpoulis" />
@@ -14,18 +14,1307 @@
 
 <title>Classification for Credit Card Default</title>
 
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ZsA8Qsh4BCitYIdgb9FkwMQEVIyAAAzY2MzISFRQGBiMiADU1EAAlAyIGBxUUFjMyNjU0JgNLDv77%2FtQQPLpzwONqxn%2FR%2FvoBZAFH23LFIcOcjK2tBbtp%2Fs3%2B71Nb%2FvfWjuR%2FAS%2FweAGHAa0E%2FZqHaGa%2B8N6prNAAAAEATQAABAoFsAAGADIAsABFWLAFLxuxBR0%2BWbAARViwAS8bsQENPlmwBRCyAwEKK1gh2Bv0WbIAAwUREjkwMQEBIwEhNSEECv2SfQJq%2FMQDvQVr%2BpUFSmYAAAMAav%2FsBAkFxAAWACAALACAsiQtLhESObAkELAJ0LAkELAe0ACwAEVYsBQvG7EUHT5ZsABFWLAJLxuxCQ0%2BWbIqCRQREjmwKi%2ByXyoBXbIvKgFdtE8qXyoCcbIaAQorWCHYG%2FRZsgMqGhESObIPGioREjmwCRCyHgEKK1gh2Bv0WbAUELIkAQorWCHYG%2FRZMDEBFAYHFhYVFAYjIiY1NDY3JiY1NDYgFgM0JiAGEBYzMjYDNCYjIgYVFBYzMjYD44Rsfpj%2B0dP9kn9sgOkBgOtSwv7SwLqfm7wmrYaIqamJh6sEOXGzKivAfrvb2rx8wisqs3G11tj8lYivrP7qpaQDRX2noYOAnJ0AAgBl%2F%2FUD7AXEABcAJABesh8lJhESObAfELAL0ACwAEVYsAsvG7ELHT5ZsABFWLASLxuxEg0%2BWbIDEgsREjmwAy%2BwEhCyFAEKK1gh2Bv0WbADELIYAQorWCHYG%2FRZsAsQsh8BCitYIdgb9FkwMQEGBiMiJiY1NDY2MzISERUQACEjNzMkACUyNjc1NCYjIgYVFBYDdEC%2Bb3y%2BaG%2FHgtv0%2FrD%2BpxYBKgEFARD%2BqXi%2FKLmdjravAqJeZ4DihpDsg%2F7N%2FuZs%2Fnb%2BdGgEASDDj3JF3vXlrqff%2F%2F8Af%2F%2F4ASwENwAmABLuAAAHABL%2F8AOb%2F%2F8APP7wASEENwAnABL%2F5QObAAYAEAAAAAEATQDlA4gEOwAGADqyAAcIERI5ALAARViwBS8bsQUZPlmyAgcFERI5sAIvsgEBCitYIdgb9FmwBRCyBgEKK1gh2Bv0WTAxEwEVATUBFdACuPzFAzsCj%2F7UfgF7YQF6fgAAAgCVAaID1wOnAAMABwAlALAHL7AD0LADL7IAAQorWCHYG%2FRZsAcQsgQBCitYIdgb9FkwMQEhNSERITUhA9f8vgNC%2FL4DQgM9av37agAAAQB8AOcDyQQ9AAYAMACwAEVYsAIvG7ECGT5ZsgEBCitYIdgb9FmyBQcCERI5sAUvsgYBCitYIdgb9FkwMQEBNQEVATUDQ%2F05A038swKTAS97%2FoZh%2FoV8AAIAVP%2F4A0sFxAAYACQASbIJJSYREjmwCRCwHdAAsABFWLAQLxuxEB0%2BWbAARViwIi8bsSINPlmyHAUKK1gh2Bv0WbAA0LAAL7AQELIJAQorWCHYG%2FRZMDEBPgQ1NCYjIgYHIzY2MzIWFRQGBwYVAzQ2MzIWFRQGIyImAXgCPMY5H4V3eJMCdwLaqKzHYolxhysnJi0tJicrAZR2kMNRYT59j4l1pMXJrGy9fl%2B1%2FrIiLy8iIS0tAAACAHH%2BOwbmBYwANgBCAHyyJENEERI5sCQQsEDQALArL7AzL7AARViwBC8bsQQNPlmwAEVYsAkvG7EJDT5ZsgczBBESObIQMwQREjmwEC%2BwCRCyOgMKK1gh2Bv0WbAX0LAzELIdAgorWCHYG%2FRZsCsQsiQCCitYIdgb9FmwEBCyPwIKK1gh2Bv0WTAxAQ4CIyImJwYjIiY3PgIzMhYXAwYWMzI2NxIAISIEAgISBDMyNjcXBgYjIiQCExISJDMyBBIBFhYzMjcTJiMiBgIG2gVirXJhehRsvoyKEg93v21NdE0zCk9Xe5kJE%2F6m%2FqHT%2Fq3EGJ0BPdtcsjwfOcxo%2Bv6YswwM3QGA9f8BYqr7uwtaSrlYLUNbb6NMAgGT%2B4dmXMLyzaP%2FjytB%2FcZ0gPHOAZUBmdP%2Bfv4I%2FoHOLCNQJjPhAacBGwEWAa3r1f5m%2FgFkbf8CBDGx%2FskAAAIAHgAABOEFsAAHAAoARgCwAEVYsAQvG7EEHT5ZsABFWLACLxuxAg0%2BWbAARViwBi8bsQYNPlmyCQQCERI5sAkvsgABCitYIdgb9FmyCgQCERI5MDEBIQMjATMBIwEhAQPK%2FWuWgQIndQIngPz6Akj%2B3AGY%2FmgFsPpQAgEDGQAAAwC4AAAEdgWwAA4AFwAgAG2yAiEiERI5sAIQsBHQsAIQsB%2FQALAARViwAS8bsQEdPlmwAEVYsAAvG7EADT5ZshgBABESObAYL7IvGAFdsg8BCitYIdgb9FmyCA8YERI5sAAQshABCitYIdgb9FmwARCyHwEKK1gh2Bv0WTAxMxEhMhYVFAYHFhYVFAYjAREhMjY1NCYjJSE2NjU0JiMhuAGu6vJ7a3%2Bb%2Bd7%2BlAFxnrmxnP6FAVCaqa%2Bx%2Fs0FsMG8cackHMJ%2FwdkCvP2soY%2BHnWcDi4WMhQAAAQCD%2F%2BwEvwXEABwAQLIDHR4REjkAsABFWLAMLxuxDB0%2BWbAARViwAy8bsQMNPlmwDBCyEgEKK1gh2Bv0WbADELIZAQorWCHYG%2FRZMDEBBgQjIiYCJzU0EjYzMgQXIwIhIgIRFRQSMzI2NwS%2FGf7p6KL5iAGI%2F6bqAQ8WfC7%2Bm8br5cPBxBcBxub0ogEpv73CASyj%2Fd8Bc%2F7Y%2Fvuy%2FP7UubkAAgC4AAAEvQWwAAsAFQBGshUWFxESObAVELAC0ACwAEVYsAEvG7EBHT5ZsABFWLAALxuxAA0%2BWbABELIMAQorWCHYG%2FRZsAAQsg0BCitYIdgb9FkwMTMRITIEEhUVFAIEIwERITIAETU0ACe4AZezARyfnv7huv7tARTmARb%2B7uAFsKP%2B0MKGw%2F7SpAVH%2ByEBMQEEgPsBLgEAAAEAuAAABEIFsAALAFMAsABFWLAGLxuxBh0%2BWbAARViwBC8bsQQNPlmyCwYEERI5sAsvsi8LAV2yAAEKK1gh2Bv0WbAEELICAQorWCHYG%2FRZsAYQsggBCitYIdgb9FkwMQEhESEVIREhFSERIQPc%2FVcDD%2Fx2A4X89gKpArr9rmgFsGn92wAAAQC4AAAEPgWwAAkAQgCwAEVYsAQvG7EEHT5ZsABFWLACLxuxAg0%2BWbIJBAIREjl8sAkvGLIAAQorWCHYG%2FRZsAQQsgYBCitYIdgb9FkwMQEhESMRIRUhESED2v1ZewOG%2FPUCpwKo%2FVgFsGn9ygABAJH%2F7ATTBcQAIgBcsgsjJBESOQCwAEVYsAsvG7ELHT5ZsABFWLADLxuxAw0%2BWbIPAwsREjmwCxCyEgEKK1gh2Bv0WbADELIaAQorWCHYG%2FRZsiILAxESObAiL7IfAQorWCHYG%2FRZMDElBgQjIiQCJzUQACEyBBcjJiYjIgIRFRQWFjMyNzY3ESE1IQTTQP7vqav%2B9pIBATIBAuEBEhp7G8%2BnzO5x04mfckok%2FnkCAq1bZqQBLMK4AS8BX%2BXJoKX%2B3v74rKb%2FjDIhLAF4aAAAAQC4AAAE7wWwAAsAUQCwAEVYsAYvG7EGHT5ZsABFWLAKLxuxCh0%2BWbAARViwAC8bsQANPlmwAEVYsAQvG7EEDT5ZsgkGABESObAJL7IvCQFdsgIBCitYIdgb9FkwMSEjESERIxEzESERMwTvfPzAe3sDQHwCuv1GBbD9cgKOAAABANMAAAFOBbAAAwAdALAARViwAi8bsQIdPlmwAEVYsAAvG7EADT5ZMDEhIxEzAU57ewWwAAABAEf%2F7AO3BbAADwAvsgUQERESOQCwAEVYsAAvG7EAHT5ZsABFWLAFLxuxBQ0%2BWbIMAQorWCHYG%2FRZMDEBMxEUBiMiJjUzFBYzMjY3Azt878nU5Huml4uvAgWw%2FAHP9t7Hnp%2B4ngABALgAAATnBbAACwBMsgkMDRESOQCwAEVYsAQvG7EEHT5ZsABFWLAHLxuxBx0%2BWbAARViwAi8bsQINPlmwAEVYsAovG7EKDT5ZsgAEAhESObIGBAIREjkwMQEHESMRMxEBMwEBIwIAzXt7Auqb%2FZ4CkZYC08r99wWw%2FO8DEf14%2FNgAAQC4AAAEAwWwAAUAKACwAEVYsAQvG7EEHT5ZsABFWLACLxuxAg0%2BWbIAAQorWCHYG%2FRZMDElIRUhETMBNALP%2FLV8aGgFsAAAAQC4AAAGMwWwAA4AWQCwAEVYsAAvG7EAHT5ZsABFWLACLxuxAh0%2BWbAARViwBC8bsQQNPlmwAEVYsAgvG7EIDT5ZsABFWLAMLxuxDA0%2BWbIBAAQREjmyBwAEERI5sgoABBESOTAxCQIzESMREwEjARMRIxEBWwIZAhukewr94l%2F95Ap7BbD6%2BwUF%2BlACegKK%2BvwE%2F%2F1%2F%2FYIFsAAAAQC4AAAE9AWwAAkATLIBCgsREjkAsABFWLAFLxuxBR0%2BWbAARViwCC8bsQgdPlmwAEVYsAAvG7EADT5ZsABFWLADLxuxAw0%2BWbICBQAREjmyBwUAERI5MDEhIwERIxEzAREzBPR7%2FLt8fANGegTe%2ByIFsPshBN8AAgB9%2F%2BwE7AXEAA8AHQBGsgQeHxESObAEELAT0ACwAEVYsAsvG7ELHT5ZsABFWLAELxuxBA0%2BWbALELITAQorWCHYG%2FRZsAQQshoBCitYIdgb9FkwMQEUAgQjIgARNTQSJCAEEhcHEAIjIgIRFRASMzISEQTsi%2F7%2Bqf%2F%2Bxo0BAgFQAQGMA3vuz8vx8M7R6gKJyf7QpAFtATaWxwEzpaL%2B2MMQAQcBKv7V%2FvSY%2Fv3%2B0QErAQsAAgC4AAAEkgWwAAoAEwBNsgoUFRESObAKELAM0ACwAEVYsAMvG7EDHT5ZsABFWLABLxuxAQ0%2BWbILAwEREjmwCy%2ByAAEKK1gh2Bv0WbADELISAQorWCHYG%2FRZMDEBESMRITIEFRQGIyUhMjY1NCYnIQEzewHw4wEH%2FfD%2BjgF1s7y7rP6DAlH9rwWw6MvN32iqmJezAgAAAgB5%2FwIE6AXEABUAIwBGsggkJRESObAIELAg0ACwAEVYsBEvG7ERHT5ZsABFWLAILxuxCA0%2BWbARELIZAQorWCHYG%2FRZsAgQsiABCitYIdgb9FkwMQEUAgcFBwEGIyIkAic1NBIkMzIEEhUnEAIjIgIRFRASMzISEQTok4gBCVX%2B11JVpv79jgGNAQKnqgECjXvu0Mrx787Q7AKJ0P7LT%2BdMAQEXpAEtxaPHATOlpP7OyAEBBwEq%2FtX%2B9Jj%2B%2Ff7RASoBCwAAAgC1AAAEuwWwAA4AFwBhshYYGRESObAWELAF0ACwAEVYsAQvG7EEHT5ZsABFWLACLxuxAg0%2BWbAARViwDS8bsQ0NPlmyEAQCERI5sBAvsgABCitYIdgb9FmyCwAEERI5sAQQshYBCitYIdgb9FkwMQEhESMRITIEFRQGBwEVIwEhMjY1NCYjIQLY%2Fll8AdnpAQakigFsg%2Fz5AXmbvMSx%2FqUCXv2iBbDiy4zWKf2VDQLHsIyaqgABAFj%2F7ARsBcQAJwBjsgkoKRESOQCwAEVYsAkvG7EJHT5ZsABFWLAdLxuxHQ0%2BWbICHQkREjmyDgkdERI5sAkQshEBCitYIdgb9FmwAhCyFwEKK1gh2Bv0WbIiHQkREjmwHRCyJQEKK1gh2Bv0WTAxATQmJCcmNTQkMzIWFhUjNCYjIgYVFBYEFhYVFAQjIiQmNTMUFjMyNgPwqv48aJQBE9aR5X58zKynxrIBiMpm%2Fu3hmv7%2FhXvmv6rOAWZ5jX9Laqyn0XDIe5W1lXhvjGtzoG2s0G7GgJqylgAAAQA0AAAElAWwAAcALgCwAEVYsAYvG7EGHT5ZsABFWLACLxuxAg0%2BWbAGELIAAQorWCHYG%2FRZsATQMDEBIREjESE1IQSU%2Fg17%2Fg4EYAVH%2BrkFR2kAAQCi%2F%2BwEowWwABEAPLIFEhMREjkAsABFWLAALxuxAB0%2BWbAARViwCS8bsQkdPlmwAEVYsAUvG7EFDT5Zsg4BCitYIdgb9FkwMQERDgIjIiQnETMRFBYgNjURBKMBgOmX5v7rBXrSAWjRBbD8HpPadfveA%2Bv8J7jLzLYD2gAAAQAfAAAE0QWwAAgAMQCwAEVYsAMvG7EDHT5ZsABFWLAHLxuxBx0%2BWbAARViwBS8bsQUNPlmyAQMFERI5MDElFzcBMwEjATMCbwgJAcqH%2FeJ2%2FeKGtB8fBPz6UAWwAAEAPQAABvcFsAASAFkAsABFWLADLxuxAx0%2BWbAARViwCC8bsQgdPlmwAEVYsBEvG7ERHT5ZsABFWLAKLxuxCg0%2BWbAARViwDy8bsQ8NPlmyAQMKERI5sgYDChESObINAwoREjkwMQEXNwEzARc3ATMBIwEnBwEjATMBxS03ATxvATg2MAEHfv6Ldv62JST%2Brnb%2BjH4BieLYBDH7z9rkBCf6UARzkJD7jQWwAAABADcAAASvBbAACwBTALAARViwAS8bsQEdPlmwAEVYsAovG7EKHT5ZsABFWLAELxuxBA0%2BWbAARViwBy8bsQcNPlmyAAEEERI5sgYBBBESObIDAAYREjmyCQYAERI5MDEBATMBASMBASMBATMCcwGak%2F4eAfGU%2Flj%2BVpIB8v4dkwNIAmj9Mv0eAnz9hALiAs4AAAEAGAAABK4FsAAIADEAsABFWLABLxuxAR0%2BWbAARViwBy8bsQcdPlmwAEVYsAQvG7EEDT5ZsgABBBESOTAxAQEzAREjEQEzAmMBvY798nv985IClgMa%2FHT93AIkA4wAAAEAWgAABHIFsAAJAEQAsABFWLAHLxuxBx0%2BWbAARViwAi8bsQINPlmyAAEKK1gh2Bv0WbIEAAIREjmwBxCyBQEKK1gh2Bv0WbIJBQcREjkwMTchFSE1ASE1IRXvA4P76ANg%2FLoD3mhoXQTqaVgAAQCj%2FsgB7QaAAAcAIgCwBC%2BwBy%2ByAAEKK1gh2Bv0WbAEELIDAQorWCHYG%2FRZMDEBIxEzFSERIQHt0tL%2BtgFKBhr5FGYHuAAAAQAw%2F4MDBQWwAAMAEwCwAi%2BwAEVYsAAvG7EAHT5ZMDETMwEjMHUCYHUFsPnTAAEAAP7IAUsGgAAHACUAsAIvsAEvsAIQsgUBCitYIdgb9FmwARCyBgEKK1gh2Bv0WTAxESERITUzESMBS%2F6109MGgPhIZgbsAAEATQLZAvwFsAAGACuyAAcIERI5ALAARViwAy8bsQMdPlmyAQcDERI5sAEvsgADARESObAF0DAxAQMjATMBIwGl5HQBK1oBKnQFEv3HAtf9KQABAAH%2FmwNyAAAAAwAbALAARViwAy8bsQMNPlmyAAEKK1gh2Bv0WTAxBSE1IQNy%2FI8DcWVlAAABAGcE3QG2BfQAAwAfALABL7AD0LADL7QPAx8DAl2yAAEDERI5GbAALxgwMQEjAzMBtm3ikATdARcAAgBk%2F%2BwDxwROAB4AKQCAshcqKxESObAXELAg0ACwAEVYsBcvG7EXGT5ZsABFWLAALxuxAA0%2BWbAARViwBS8bsQUNPlmyAhcAERI5sgwXABESObAML7QvDD8MAl2wFxCyEAEKK1gh2Bv0WbITFwwREjmwBRCyHwEKK1gh2Bv0WbAMELIjAQorWCHYG%2FRZMDEhJicGBiMiJjU0JDMzNTQmIyIGFSc0NjMyFhcRFBcVJTI2NzUjBgYVFBYDRxIFP8NtnMEBB%2BvZj4l9pHjwr7XRAyH%2BCHi9K9azyoczZFJZroWeuHt0hYBaAYG9taL%2BAJ1ODFZ0Ye4Cf29beAAAAgCb%2F%2BwEAwYAAA8AGwBkshMcHRESObATELAM0ACwCC%2BwAEVYsAwvG7EMGT5ZsABFWLAGLxuxBg0%2BWbAARViwAy8bsQMNPlmyBQwGERI5sgoMBhESObAMELITAQorWCHYG%2FRZsAMQshkBCitYIdgb9FkwMQEUAiMiJwcjETMRNjMyEhEnNCYjIgYHERYzMjYEA%2BC94nQFcHdy4MDfeKaXc6ApWuSUpwIS%2Ff7XqJQGAP2dsf7b%2FvsD1ulxbf4YzOoAAQBe%2F%2BwDzAROAB0AS7IQHh8REjkAsABFWLAQLxuxEBk%2BWbAARViwCC8bsQgNPlmyAAEKK1gh2Bv0WbIDCBAREjmyFBAIERI5sBAQshcBCitYIdgb9FkwMSUyNjczDgIjIgI1NTQ2NjMyFhcjJiYjIgYVFRQWAix9qQdzBXK9bNX5cNGMsucIcwinf6Kzs1GNcGOjXAEo%2BiSg9obUrX%2Bc6tMjz%2BgAAAIAbP%2FsA9MGAAAPABoAYbIYGxwREjmwGBCwA9AAsAYvsABFWLADLxuxAxk%2BWbAARViwCC8bsQgNPlmwAEVYsAwvG7EMDT5ZsgUDCBESObIKAwgREjmyEwEKK1gh2Bv0WbADELIYAQorWCHYG%2FRZMDETNBIzMhcRMxEjJwYjIgIRFxQWMzI3ESYjIgZs4cHbc3dwBXPfu%2BV5ppfdXV3bl6gCJ%2FwBK60CX%2FoAkKQBLQEAB8%2FvwwH80%2B0AAAIAWv%2FsA9UETgAXAB8AYrIJICEREjmwCRCwGNAAsABFWLAJLxuxCRk%2BWbAARViwAC8bsQANPlmyHAkAERI5sBwvsg0BCitYIdgb9FmwABCyEgEKK1gh2Bv0WbIVCQAREjmwCRCyGAEKK1gh2Bv0WTAxBSImJjU1NDY2MzISFRUhFRQWMzI2NxcGASIGByE1JiYCP4rffHnYfsXn%2FPzToGCTPEuE%2Fu%2BHuRQCiQWoFIjzlyuc%2Bo%2F%2B8%2BlDF7j1Rk05vwP8xqcNnMQAAQA%2FAAACsQYVABUAZrIPFhcREjkAsABFWLAILxuxCB8%2BWbAARViwAy8bsQMZPlmwAEVYsBEvG7ERGT5ZsABFWLAALxuxAA0%2BWbARELIBAQorWCHYG%2FRZsALQsAgQsg0BCitYIdgb9FmwAhCwE9CwFNAwMTMRIzUzNTQ2MzIXByYjIgYVFSEVIRHys7Opl0Q7CTI7Y24BAv7%2BA9hig6ayEWQMe3GGYvwoAAACAGz%2BUQPUBE4AGgAmAIOyJCcoERI5sCQQsAvQALAARViwAy8bsQMZPlmwAEVYsAYvG7EGGT5ZsABFWLALLxuxCw8%2BWbAARViwFy8bsRcNPlmyBQMXERI5sg8LFxESObALELIRAQorWCHYG%2FRZshUDFxESObAXELIeAQorWCHYG%2FRZsAMQsiQBCitYIdgb9FkwMRM0EjMyFzczERQGIyImJzcWMzI2NzUGIyICNRcUFjMyNxEmJiMiBmzhwd1zBnDqyHHNO0N%2Fr5aoA3PcvOR5ppfdXCqeb5eoAif%2BASmwnPvc0fRlVEicsZ2IoAEs%2FwXP78YB92ht7QAAAQCcAAADzAYAABMASbIMFBUREjkAsBIvsABFWLADLxuxAxk%2BWbAARViwBy8bsQcNPlmwAEVYsBAvG7EQDT5ZsgADBxESObADELIMAQorWCHYG%2FRZMDEBNjYzMhYXESMRJiYjIgYHESMRMwETO7htrqoBdwF5hW%2BrKXd3A4NhasTE%2FToCx5GOi3b9GwYAAAIAlQAAAToFxAADAAwAPrIGDQ4REjmwBhCwAdAAsABFWLACLxuxAhk%2BWbAARViwAC8bsQANPlmwAhCwC9CwCy%2ByBgUKK1gh2Bv0WTAxISMRMwM0NjIWFAYiJgEieHiNLEwtLUwsBDoBOSIvL0QuLgAC%2F5j%2BSwE1BcQADAAWAEmyDRcYERI5sA0QsADQALAARViwDC8bsQwZPlmwAEVYsAQvG7EEDz5ZsgkBCitYIdgb9FmwDBCwE9CwEy%2ByDQUKK1gh2Bv0WTAxAREUBiMiJzcWMzI1ERMyFhQGIyImNDYBHZCMNjMCLC6yPCcsLCcmKysEOvtFlp4TYw3NBLkBii9ELi5ELwABAJwAAAPiBgAADABRALAARViwBC8bsQQfPlmwAEVYsAgvG7EIGT5ZsABFWLACLxuxAg0%2BWbAARViwCy8bsQsNPlmyCgIIERI5sAoQsADQsgYIAhESObAGELAB0DAxAQcRIxEzETcBMwEBIwGdiXh4cQGel%2F41AfOPAiGE%2FmMGAPwpegGX%2Fjj9jgABAKoAAAEiBgAAAwAdALAARViwAi8bsQIfPlmwAEVYsAAvG7EADT5ZMDEhIxEzASJ4eAYAAAABAJYAAAaEBE4AIAB3sgUhIhESOQCwAEVYsAQvG7EEGT5ZsABFWLAJLxuxCRk%2BWbAARViwAC8bsQAZPlmwAEVYsAwvG7EMDT5ZsABFWLAVLxuxFQ0%2BWbAARViwHi8bsR4NPlmyAQkMERI5sgYJDBESObAJELIRAQorWCHYG%2FRZsBrQMDEBFzY2MyAXNjYzIBMRIxEmJiMGBgcRIxEmJiMiBgcRIxEBCQQ8tG4BAEU6wnUBXAd4AXuLgbIKeAGBhnGiJ3gEOrBiYtJlbf6E%2FS4CyZGMAqN1%2FTQC0ouJgX%2F9GgQ6AAABAJwAAAPMBE4AEwBTsg0UFRESOQCwAEVYsAQvG7EEGT5ZsABFWLAALxuxABk%2BWbAARViwCC8bsQgNPlmwAEVYsBEvG7ERDT5ZsgEECBESObAEELINAQorWCHYG%2FRZMDEBFzY2MzIWFxEjESYmIyIGBxEjEQEOBD22bq6qAXcBeYVvqyl3BDq5ZGnExP06AseRjot2%2FRsEOgAAAgBa%2F%2BwEIAROAA8AHgBDsgQfIBESObAEELAT0ACwAEVYsAQvG7EEGT5ZsABFWLAMLxuxDA0%2BWbITAQorWCHYG%2FRZsAQQshsBCitYIdgb9FkwMRM0NjYzMgAVFRQGBiMiADUXFBYzMjY1NTQmJiMiBhVaed2M2AEMedyN1%2F7zeMmjoslcpmugygItnPqL%2FtH6GZ37iAEv%2BgnC%2BfnMF3zOcfvLAAACAJv%2BYAQCBE4ADwAcAG6yEx0eERI5sBMQsAzQALAARViwDC8bsQwZPlmwAEVYsAkvG7EJGT5ZsABFWLAGLxuxBg8%2BWbAARViwAy8bsQMNPlmyBQwDERI5sgoMAxESObAMELITAQorWCHYG%2FRZsAMQshoBCitYIdgb9FkwMQEUAiMiJxEjETMXNjMyEhEnNCYjIgYHERYWMzI2BALgvN52d28Gdd7C3XiqmG6eKiugbZepAhL9%2Ftec%2FdgF2pmt%2Ftr%2B%2BwTP8Gpl%2FfldYvEAAAIAbP5gA9METgAPABsAa7IZHB0REjmwGRCwA9AAsABFWLADLxuxAxk%2BWbAARViwBi8bsQYZPlmwAEVYsAgvG7EIDz5ZsABFWLAMLxuxDA0%2BWbIFAwwREjmyCgMMERI5shMBCitYIdgb9FmwAxCyGQEKK1gh2Bv0WTAxEzQSMzIXNzMRIxEGIyICNRcUFjMyNxEmJiMiBmzhw9tyBnB4dte%2B5HmpltdgLZ9pl6oCJ%2F4BKaeT%2BiYCJpoBLP8F0u%2B7AhJhae8AAAEAnAAAApMETgAOAEayCw8QERI5ALAARViwDC8bsQwZPlmwAEVYsAgvG7EIGT5ZsABFWLAGLxuxBg0%2BWbAMELICBworWCHYG%2FRZsgoMBhESOTAxASYjIgYHESMRMxc2MzIXApAmK3CbIXd1Al%2FSMh0D1Ad9d%2F0ZBDqswA0AAAEAZf%2FsA5wETgAlAGOyCSYnERI5ALAARViwCS8bsQkZPlmwAEVYsBwvG7EcDT5ZsgIcCRESObINCRwREjmwCRCyEAEKK1gh2Bv0WbACELIWAQorWCHYG%2FRZsiAcCRESObAcELIjAQorWCHYG%2FRZMDEBNCYkJiY1NDYzMhYVIzQmIyIGFRQWBBYWFRQGIyImNTMWFjMyNgMkj%2F7gn03Wp7XbeJ95do93ATudTN2yvet4B6OGfZoBE1lsPU9yUYCns5BffmlUUVlKVHZUiaS3jGl1bgAAAQAX%2F%2BwCSQVPABUAX7IOFhcREjkAsABFWLABLxuxARk%2BWbAARViwEy8bsRMZPlmwAEVYsA0vG7ENDT5ZsAEQsADQsAAvsAEQsgMBCitYIdgb9FmwDRCyCAEKK1gh2Bv0WbADELAR0LAS0DAxAREzFSMRFBYzMjcXBiMiJjURIzUzEQFW4OBBTB5DBS9Re3DHxwVP%2Futi%2FS9aWApiEY%2BLAtJiARUAAAEAmP%2FsA8oEOgAQAFCyChESERI5ALAARViwBi8bsQYZPlmwAEVYsA0vG7ENGT5ZsABFWLAPLxuxDw0%2BWbAARViwAi8bsQINPlmyAA0PERI5sgoBCitYIdgb9FkwMSUGIyImJxEzERAzIDcRMxEjA1Rs7a20Anf6AQRFeHSJncnFAsD9T%2F7L1wMP%2B8YAAQAmAAADsQQ6AAYAOLIABwgREjkAsABFWLABLxuxARk%2BWbAARViwBS8bsQUZPlmwAEVYsAMvG7EDDT5ZsgAFAxESOTAxJQEzASMBMwHtAUl7%2Fmxh%2Fmp7pQOV%2B8YEOgAAAQA%2FAAAFwQQ6ABIAWQCwAEVYsAMvG7EDGT5ZsABFWLAILxuxCBk%2BWbAARViwES8bsREZPlmwAEVYsAovG7EKDT5ZsABFWLAPLxuxDw0%2BWbIBEQoREjmyBhEKERI5sg0RChESOTAxJRc3ATMBFzcTMwEjAScHASMBMwGfEhgBBGYBARwX3nz%2BxWb%2B6g0N%2Fu9m%2FsZ7%2BV1iAzz8y3JpAz77xgNaOzz8pwQ6AAABADAAAAOyBDoACwBTALAARViwAS8bsQEZPlmwAEVYsAovG7EKGT5ZsABFWLAELxuxBA0%2BWbAARViwBy8bsQcNPlmyAAoEERI5sgYKBBESObIDAAYREjmyCQYAERI5MDEBATMBASMBASMBATMB8AEkjv6RAX%2BN%2Fsz%2BzI0Bfv6RjQKDAbf97f3ZAcr%2BNgInAhMAAAEAIP5LA7AEOgAQAEOyAxESERI5ALAARViwAS8bsQEZPlmwAEVYsA8vG7EPGT5ZsABFWLAGLxuxBg8%2BWbIADwYREjmyCgEKK1gh2Bv0WTAxJQEzAQcGIyInJxcyNjc3ATMB8wE8gf4yGFm6KzEBPlhtJjX%2BaIOsA477DjjFDmMGV2qSBDEAAQBXAAADqgQ6AAkARACwAEVYsAcvG7EHGT5ZsABFWLACLxuxAg0%2BWbIAAQorWCHYG%2FRZsgQAAhESObAHELIFAQorWCHYG%2FRZsgkFBxESOTAxNyEVITUBITUhFesCv%2FytApD9hAMTZWVYA3tnWQABAET%2BbAKaBj0AGAAssgsZGhESOQCwDS%2BwAC%2ByBw0AERI5sAcvsgYBCitYIdgb9FmyEwYHERI5MDEBJiY1NRAjNTIRNTY2NxcGERUUBxYVFRIXAn2oqufnAaipGvS4uATz%2Fmwy4rvdAQdoAQXlt%2BIzT07%2Bx9X2SU3x5P7cUQABALL%2B8gEXBbAAAwATALAAL7AARViwAi8bsQIdPlkwMQEjETMBF2Vl%2FvIGvgAAAQAJ%2FmwCXwY9ABgALLINGRoREjkAsAsvsBgvshELGBESObARL7ISAQorWCHYG%2FRZsgUSERESOTAxEzYTNTQ3JjU1ECc3FhYVFRAzFSIRFRQGBwnzBMHB9Bqrp%2Bfnqqj%2BvFEBJOD9RET71QE8TE8z5brf%2Fvto%2Fvndu%2BIyAAEAkQGnBOYDEwAYADiyEhkaERI5ALAPL7AA0LAPELAV0LAVL7IDAQorWCHYG%2FRZsA8QsggBCitYIdgb9FmwAxCwDNAwMQEUBiMiLgIjIgYVBzQ2MzIWFxYWMzI2NQTmp4FIfbZYMlljbKKGSoVcQ2A3WGgC%2FJXAN6EpdnABlb0%2BUj8zfm0AAgCM%2FpkBMQROAAMADAA%2BsgYNDhESObAGELAA0ACwAEVYsAovG7EKGT5ZsABFWLACLxuxAhU%2BWbAKELIHBQorWCHYG%2FRZsADQsAAvMDETMxMjExQGIiY0NjIWrm8HfIksTC0tTCwCsvvnBWUiLi5ELi4AAQB3%2FwsD5QUmACEAT7IbIiMREjkAsBIvsAgvsABFWLARLxuxERk%2BWbAARViwBy8bsQcNPlmyAAMKK1gh2Bv0WbAHELAK0LARELAU0LARELIbAworWCHYG%2FRZMDElMjY3MwYGBxUjNSYCNTU0Ejc1MxUWFhcjJiYjIgYVFRQWAkV7qQlzCM2UeLnU07p4m8gGcwinf6Kzs1GLcovEEOTlFwEe6STeASMX3NsQ0px%2FnOrTI8%2FoAAABAF0AAARGBcQAIQBushwiIxESOQCwAEVYsBQvG7EUHT5ZsABFWLAFLxuxBQ0%2BWbIfBRQREjmwHy%2ByAAEKK1gh2Bv0WbAFELIDAQorWCHYG%2FRZsAfQsAjQsAAQsA3QsB8QsA%2FQshcFFBESObAUELIbAQorWCHYG%2FRZMDEBExYHIRUhNTM2NzYnAyM1MwM0NjMyFhUjNCYjIgYVEyEVAZQJAkIC6fwbYjMaFAIJvLgJ3bm203uWgX2UCQFYAoX%2B665aaGgNXkpSARZoASLI7dOxh5Sxm%2F7eaAACAG3%2F5QVfBPEAGwAqAD%2ByAyssERI5sAMQsCDQALAARViwAy8bsQMNPlmwENCwEC%2BwAxCyIAEKK1gh2Bv0WbAQELIoAQorWCHYG%2FRZMDElBgYjIicHJzcmNTQ3JzcXNiAXNxcHFhUUBxcHARQWFjMyNjY1NCYmIAYGBGtOyHHipZtVn3yFqFWnpQGspapWq4J6o1b7%2BIHigIHggIPe%2FwDgg4VIUZieVqGo2%2BOrq1eqjI6tWK%2Bq4NeppFcCe4rwi4zviovviIjvAAEALAAABJMFsAAWAHIAsABFWLAWLxuxFh0%2BWbAARViwDC8bsQwNPlmyAAwWERI5sBYQsAHQsg8MFhESObAPL7AT0LATL7QPEx8TAl2wBNCwBC%2BwExCyEgIKK1gh2Bv0WbAG0LAPELAH0LAHL7APELIOAgorWCHYG%2FRZsArQMDEBATMBIRUhFSEVIREjESE1ITUhNSEBMwJfAaWP%2FjsBb%2F5eAaL%2BXnv%2BYgGe%2FmIBbv48jwLeAtL9EVnMWP68AURYzFkC7wACAJ%2F%2B8gEXBbAAAwAHABgAsAAvsABFWLAGLxuxBh0%2BWbIFAQMrMDETETMRESMRM594eHj%2B8gMD%2FP0DyAL2AAIAZv4RBF8FxAA2AEUAgLIlRkcREjmwJRCwPtAAsAkvsABFWLAlLxuxJR0%2BWbI%2FJQkREjmwPxCyGAEKK1gh2Bv0WbIDGD8REjmwCRCwD9CwCRCyEgEKK1gh2Bv0WbI3JQkREjmwNxCyMgEKK1gh2Bv0WbIfNzIREjmwJRCwKdCwJRCyLAEKK1gh2Bv0WTAxARQGBxYWFRQGIyImJyY1NxQWMzI2NTQmJiQmJjU0NjcmJjU0JDMyFhUjNCYjIgYVFBYWFx4CJQYGFRQWFhcXNjY1NCYnBF97bVth%2FNltwUSGeM%2BxoLxFoP6erll1alZcAQLV4Pl4wKGluj6Yn8S9WP1nbHZHoctccISGrQGvZIshMIxupMA4OXLMApyvi3FNXk5gZ49lZI0hL4xsocPizZK3iXNPXkwtM2eO7w10WVNgTDgcDXNWYnY4AAIAjwUkAukFxQALABcAGgCwCS%2ByAwUKK1gh2Bv0WbAP0LAJELAV0DAxEzQ2MzIWFRQGIyImJTQ2MzIWFRQGIyImjysnJi0tJicrAbUsJicsLCcmLAV0Ii8vIiEuLiAiLy8iIS4uAAMAa%2F%2FrBfYFxAAYACgANwCVsh04ORESObAdELAO0LAdELA00ACwAEVYsCwvG7EsHT5ZsABFWLA0LxuxNA0%2BWbICNCwREjmwAi%2B0DwIfAgJdsggsNBESObAIL7QACBAIAl2yDAgCERI5sg4CCitYIdgb9FmwAhCyFQIKK1gh2Bv0WbIYAggREjmwNBCyHQQKK1gh2Bv0WbAsELIlBAorWCHYG%2FRZMDEBFAYgJjU1NDYgFhUjNCMiBhUVFBYzMjY1JRQSBDMyJBI1NAIkIyIEAgc0EiQgBBIVFAIEIyIkAgRhpP7Ut7gBKqZj2GqAfmxqbfzCowEmqKcBIqem%2Ft2nq%2F7aoFW7AUsBgAFKu7T%2BtcbF%2FrW2Al%2BYotS1Wq7VoZjgoo1bhqNqdnqw%2Fsy0sgEzs7IBMbG2%2FtCuygFax8f%2BpsrF%2FqjRzwFYAAACAJ0CswL4BcQAHAAlAH%2ByDyYnERI5sA8QsB7QALAARViwFi8bsRYdPlmyBCYWERI5sAQvsADQsAAvsgIWBBESObILBBYREjmwCy%2BwFhCyDwMKK1gh2Bv0WbISCw8REjlADQwSHBIsEjwSTBJcEgZdsAQQsh0DCitYIdgb9FmwCxCyIQMKK1gh2Bv0WTAxASYnBiMiJjU0NjMzNTQmIyIGFSc0NjMyFhURFBclMjY3NSMiFRQCiQ8GV4d1hKeii1BRWmdrpoZ8khr%2BsjVzH4HmAsErM2x1ZG56PVVeR0gGZoOPhv7FXFdRPCyokn7%2F%2FwB7AJQDQAOdACYAmg%2FtAAcAmgFE%2F%2B0AAQB8AYIDqAMIAAUAGgCwBC%2BwAdCwAS%2BwBBCyAgEKK1gh2Bv0WTAxASMRITUhA6h4%2FUwDLAGCARxqAAQAZv%2FrBfIFxAANABwAMgA7AJqyOjw9ERI5sDoQsATQsDoQsBnQsDoQsCHQALAARViwAy8bsQMdPlmwAEVYsAsvG7ELDT5ZshEECitYIdgb9FmwAxCyGQQKK1gh2Bv0WbIeCwMREjmwHi%2ByIAsDERI5sCAvtAAgECACXbIzHiAREjmwMy%2ByHQIKK1gh2Bv0WbImHTMREjmwHhCwLdCwIBCyOwIKK1gh2Bv0WTAxEzQSJCAEEhUUAgQgJAI3FBIEICQSNTQCJCMiBAIFESMRITIWFRQHFhYUFhcVIyY1NCYjJzMyNjU0JicjZrsBSwGAAUu7tv61%2Fnb%2BtbZVpwEjAU4BJKWi%2Ft2rqP7dpgHPYgECk56NSDgICWYOS1q8tVFpV2quAtnKAVrHx%2F6mysf%2BqM%2FPAVjHs%2F7MsbEBNbKwATC0sf7P8f6nA0d7fYVAGm2YRBcQJJJZSltURVVJAgAAAQBqBU8DCAWwAAMAEQCwAS%2ByAgMKK1gh2Bv0WTAxASE1IQMI%2FWICngVPYQACAI8D1AJ2BcQACQAUADyyAxUWERI5sAMQsBLQALAARViwBy8bsQcdPlmwDNCwDC%2ByAwIKK1gh2Bv0WbAHELISAgorWCHYG%2FRZMDEBFAYjIiY0NjIWBRQWMjY1NCYjIgYCdo5kZZCSxo%2F%2Bc1mEVlZCQVoEymiOj86Tk2dDWFhDRVpaAAACAFQAAAPoBPMACwAPAD8AsAkvsABFWLANLxuxDQ0%2BWbAJELAA0LAJELIGAQorWCHYG%2FRZsAPQsA0Qsg4BCitYIdgb9FmyBQ4GERI5MDEBIRUhESMRITUhETMBITUhAmEBh%2F55b%2F5iAZ5vAWL8vQNDAz1m%2FkoBtmYBtvsNZQABAEwCmQKbBbkAFgBVsggXGBESOQCwAEVYsA4vG7EOHT5ZsABFWLAALxuxABE%2BWbIWAgorWCHYG%2FRZsALQsgMADhESObAOELIIAgorWCHYG%2FRZsgsOABESObIUAA4REjkwMQEhNQE2NTQmIyIGFSM0NjIWFRQPAiECm%2F3FAUBqUU9XXmme%2FI52N%2BIBtgKZSwE6bkk%2FTVlJbI58ZmV6N9EAAQBHAo4CiwW5ACYAdLIgJygREjkAsABFWLAOLxuxDh0%2BWbAARViwGS8bsRkRPlmyARkOERI5fLABLxiybwEBcbAOELIHAgorWCHYG%2FRZsgoBDhESObABELIlAgorWCHYG%2FRZshQlARESObIdJRkREjmwGRCyIAIKK1gh2Bv0WTAxATM2NjU0JiMiBhUjNDYzMhYVFAYHFhUUBiMiJjUzFBYzMjY1NCMjAQtWUV9WUUxgaZ13gJJMRqKegoGjamlUV13OSQRTAkg8PkpKOmB8eGY4Xhgqk2Z8f2c%2BUUxCjgABAHwE3QHMBfQAAwAeALACL7AA0LAAL7QPAB8AAl2wAhCwA9AZsAMvGDAxATMDIwE7kedpBfT%2B6QAAAQCi%2FmAD0wQ6ABMAZLIOFBUREjkAsABFWLAALxuxABk%2BWbAARViwCC8bsQgZPlmwAEVYsBEvG7ERDz5ZsABFWLAKLxuxCg0%2BWbAARViwDi8bsQ4NPlmyBAEKK1gh2Bv0WbIMCAoREjmyEAgKERI5MDEBERQWMzI2NxEzESMnBiMiJxEjEQEZfomEmh14bQdi1bhXdwQ6%2FYS0uXN0AwL7xpquff33BdoAAQBTAAADIQWwAAsAK7IDDA0REjkAsABFWLAJLxuxCR0%2BWbAARViwAC8bsQANPlmyAQAJERI5MDEhESMiJiY1NCQzMxECqWyW3nYBCuTgAgh01YvV%2F%2FpQAAEAowJ7AU0DIAAIACKyAwkKERI5ALAARViwAi8bsQIXPlmyBwUKK1gh2Bv0WTAxEzQ2MhYUBiImoyxQLi5QLALNIzAwRi8vAAEAYv5NAY8AAAAOAEqyAA8QERI5ALAARViwBi8bsQYPPlmwAEVYsAAvG7EADT5ZsgEABhESObABL7AGELIHBgorWCHYG%2FRZsAEQsg0GCitYIdgb9FkwMTMHFhUUBiMnMjY1NCYnN%2FYMpZ6IB1lxV1kdQBWWXGxOQTc6LAh%2FAAEAfgKdAdAFswAGADIAsABFWLAFLxuxBR0%2BWbAARViwAC8bsQARPlmyBAAFERI5sAQvsgMCCitYIdgb9FkwMQEjEQc1JTMB0GroAUQOAp0Cl0ZaawAAAgCHArIDDgXEAA0AGgBAsgobHBESObAKELAR0ACwAEVYsAMvG7EDHT5ZsgobAxESObAKL7IRAworWCHYG%2FRZsAMQshgDCitYIdgb9FkwMRM0NjMyFhUVFAYjIiY1FxQWMzI2NTU0JiIGFYexkpOxsJKTsmxxaGNzdMhzBGyZv7%2BeXpm%2BvZ8FcoaEeF9zhYh1AP%2F%2FAHMAogNDA7AAJgCbEgAABwCbAVEAAP%2F%2FAHMAAAV3Ba4AJwCi%2F%2FUCmAAnAJwBFgAIAQcApQLBAAAAEACwAEVYsAUvG7EFHT5ZMDH%2F%2FwBkAAAFnAWuACcAnADqAAgAJwCi%2F%2BYCmAEHAKMDAQAAABAAsABFWLAJLxuxCR0%2BWTAx%2F%2F8AdgAABeoFuQAnAJwBpgAIACcApQM0AAABBwCkAC8CmQAQALAARViwIS8bsSEdPlkwMQACAFj%2BgQNUBE0AGQAjAFqyCSQlERI5sAkQsB3QALAARViwIS8bsSEZPlmwAEVYsBAvG7EQFT5ZsCEQsh0FCitYIdgb9FmwGdCwGS%2ByAxAZERI5sBAQsgkBCitYIdgb9FmyFRkQERI5MDEBDgIHBhUUFjMyNjczBgYjIiY1NDY3Njc3ExQGIiY1NDYyFgInAjK8F1GGgHeOAngC0quyy2qPVQcCiCxMLS1MLAKve3a8HmmDgYyMdabFyK1vyodHbUUBTyIvLyIhLi4AAgARAAAHHwWwAA8AEgCJshITFBESObASELAG0ACwAEVYsAYvG7EGHT5ZsABFWLAALxuxAA0%2BWbAARViwBC8bsQQNPlmyEQYAERI5sBEvsgIBCitYIdgb9FmwBhCyCAEKK1gh2Bv0WbIKBgAREjmwCi%2ByLwoBXbIMAQorWCHYG%2FRZsAAQsg4BCitYIdgb9FmyEgYAERI5MDEhIQMhAyMBIRUhEyEVIRMhASEDBx%2F8zxH9rOaSA3EDYP1KFwJN%2FbcaAr76rQINIwGF%2FnsFsGb932b9ogGRAz0AAQBdAGQDxgPOAAsAOACwAy%2ByCQwDERI5sAkvsgQDCRESObIKCQMREjmyAQQKERI5sAMQsAXQsgcKBBESObAJELAL0DAxNwEBNwEBFwEBBwEBXQFm%2FqlPAVYBV0%2F%2BqQFmT%2F6a%2FpuzAW0BXlD%2BogFeUP6i%2FpNPAWz%2BlAADAH3%2FrQT6BeEAFwAgACkAZrIEKisREjmwBBCwHdCwBBCwJtAAsABFWLAQLxuxEB0%2BWbAARViwBC8bsQQNPlmyGhAEERI5siMQBBESObAjELAb0LAQELIdAQorWCHYG%2FRZsBoQsCTQsAQQsiYBCitYIdgb9FkwMQEUAgQjIicHIzcmETU0EiQzMhc3MwcWEwUQFwEmIyICESU0JwEWMzISEQTsi%2F7%2BqbqFZWiJto0BAqjglGtnlYYB%2FAx6Anh3v8vxA3lQ%2FZFrmdHqAonJ%2FtCkYaDZuAFUk8cBM6WMqe20%2Fuee%2FvuZA%2BqD%2FtX%2B9AbTjvwjVAErAQsAAAIAtwAABEgFsAANABUAV7IQFhcREjmwEBCwAtAAsABFWLAALxuxAB0%2BWbAARViwCy8bsQsNPlmyAQALERI5sAEvshAACxESObAQL7IJAQorWCHYG%2FRZsAEQsg4BCitYIdgb9FkwMQERITIWFhUUBgchESMRExEhMjYQJicBLwFFj9Rx9NP%2Brnh4AUSdwLeXBbD%2B0Ga9e7nhBP68BbD%2Ba%2F2OqwEYqwQAAAEAl%2F%2FsBEgGCAAsAE6yIy0uERI5ALAFL7AARViwAC8bsQANPlmwAEVYsBUvG7EVDT5Zsg8FFRESObIcAQorWCHYG%2FRZsiIVBRESObAFELIqAQorWCHYG%2FRZMDEhIxE0NjMyFhUUDgIVFB4CFRQGIyImJzcWFjMyNjU0LgI1NDY1NCYjIgMBD3i%2Fqpm%2FG0cZU79Z1KRUtigiJZpDepRYt1x%2Bflv3BARnyNmpijpggVIwOGiOiU%2BStDAgZR00gGI9cYaHTWDgVF13%2Fs4AAAMAVf%2FsBnoETgArADcAPwDDsgNAQRESObADELAv0LADELA70ACwAEVYsBgvG7EYGT5ZsABFWLAeLxuxHhk%2BWbAARViwAC8bsQANPlmwAEVYsAYvG7EGDT5ZsgMeABESObINBhgREjmwDS%2BwGBCyEQEKK1gh2Bv0WbIUDRgREjmyGx4AERI5sjweABESObA8L7IiAQorWCHYG%2FRZsAAQsicBCitYIdgb9FmyKR4AERI5sAYQsiwBCitYIdgb9FmwDRCyMAEKK1gh2Bv0WbARELA40DAxBSImJwYGIyImNTQ2NyE1NCYjIgYVJzQ2MzIWFzY2MzIWFxUhFRQWMzI3FwYlMjY3ESEiBgcHFBYBIgYHITU0JgTxi8c8POSLqbrdzQEOf36Cpnfptn2xKDy9dMThAv0LwKy5iy%2BR%2B%2Fdbuy3%2FAImsCQGDA4KEtBMCe6EUbWFibKmQnbMDWISUgmkNkLRramRx8dlqHcnjdleEZFxAASx6aRRhcAOYxKgfmrMAAAIAlf%2FsBB8GKgAdACwAXrIOLS4REjmwDhCwItAAsABFWLAZLxuxGR8%2BWbAARViwBy8bsQcNPlmyDhkHERI5sA4vsBkQshgBCitYIdgb9FmwDhCyIgEKK1gh2Bv0WbAHELIpAQorWCHYG%2FRZMDEBFhMVFAYGIyImJjU0EjMyFhcmJwcnNyYnNxYXNxcDJyYmIyIGFRQWFjMyNjUDK%2B4GcMp%2BgtR878dkrTsqqOEzzonOJ%2FKnwjM2Aieub6GzWp9lja8FF%2Fr%2BaG6f%2F41744jlAQ5NQ%2Fuoi0mAakNnSIx5SfzrOVNg0rlns2X50wAAAwBIANIELgSTAAMADAAVAE6yBxYXERI5sAcQsADQsAcQsBDQALACL7IBBworWCHYG%2FRZsAIQsQsKK1jYG9xZsQYKK1jYG9xZsAEQsQ8KK1jYG9xZsRQKK1jYG9xZMDEBITUhATQ2MhYUBiImETQ2MhYUBiImBC78GgPm%2FcEsUC4uUCwsUC4uUCwChHQBSCMwMEYvL%2F0GIzAwRi4uAAADAFn%2FdAQfBL4AGQAjAC0AZrIELi8REjmwBBCwINCwBBCwKtAAsABFWLAELxuxBBk%2BWbAARViwES8bsRENPlmyHQQRERI5sicEERESObAnELAe0LAEELIgAQorWCHYG%2FRZsB0QsCjQsBEQsioBCitYIdgb9FkwMRM0NjYzMhc3MwcWFhUVFAYGIyInByM3JiY1MxQWFwEmIyIGFSU0JicBFjMyNjVZed2McmROXmReaHrcjGxcT15jZG53R0UBhUtbocoC10I%2F%2Fn1EVqHJAi2c%2BoswoMxI6pMhnPyIKaHLR%2B6Ybr49Axor%2B8sLZ7Y%2F%2FOoi%2BcwAAgCf%2FmAEBwYAAA8AHABkshMdHhESObATELAM0ACwCC%2BwAEVYsAwvG7EMGT5ZsABFWLAGLxuxBg8%2BWbAARViwAy8bsQMNPlmyBQwDERI5sgoMAxESObAMELITAQorWCHYG%2FRZsAMQshoBCitYIdgb9FkwMQEUAiMiJxEjETMRNjMyEhEnNCYjIgYHERYWMzI2BAfgvd12eHh13MDfeKqYbp4qKp5wl6kCEv3%2B15z92Aeg%2FaSq%2Ftv%2B%2BwPP8Gpl%2FfdaY%2FEAAAEAqAAAASAEOgADAB0AsABFWLACLxuxAhk%2BWbAARViwAC8bsQANPlkwMSEjETMBIHh4BDoAAAIAbP%2FrBwkFxAAXACMAlrIBJCUREjmwARCwGtAAsABFWLAMLxuxDB0%2BWbAARViwDi8bsQ4dPlmwAEVYsAAvG7EADT5ZsABFWLADLxuxAw0%2BWbAOELIQAQorWCHYG%2FRZshIADhESObASL7IvEgFdshQBCitYIdgb9FmwABCyFgEKK1gh2Bv0WbADELIYAQorWCHYG%2FRZsAwQsh0BCitYIdgb9FkwMSEhBiMiJgInETQSNjMyFyEVIREhFSERIQUyNxEmIyICBxEUEgcJ%2FLS9epz0iAKG9pyFtANH%2FPYCqf1XAw%2F7fYV0doW%2F4AHiFZQBDaoBOqwBEpYUaf3baP2uGA4E8g7%2B%2BOH%2By%2BP%2B8wADAF7%2F7AcfBE4AIQAuADYAqLIGNzgREjmwBhCwJ9CwBhCwMtAAsABFWLAELxuxBBk%2BWbAARViwCi8bsQoZPlmwAEVYsBgvG7EYDT5ZsABFWLAeLxuxHg0%2BWbIHChgREjmyMwoYERI5sDMvsg4BCitYIdgb9FmwGBCyEwEKK1gh2Bv0WbIVChgREjmyGwoYERI5sCXQsikKGBESObAEELIsAQorWCHYG%2FRZsAoQsi8BCitYIdgb9FkwMRM0NjYzMhYXNjYzMhYVFSEVFBYzMjcXBiMiJicGBiMiADUXFBYzMjY1NTQmIAYVASIGByE1NCZeeduKjtw%2BPNZ%2Bxeb9BMaa0nM0hfSI3jo9243X%2Fvd4xqKgxcf%2BwMYEnoK4EwKAqAItnfyIi4V%2BkvnbYB2583dSipB8gooBL%2FoJxfb2zxfD%2BPjOAcbKnx6SuQABAKAE6gLLBfYACAAxALAEL7EGCitY2BvcWbAA0LAEELAC0LAEELAH0LAHL7YPBx8HLwcDXbIDBwQREjkwMQEVIycHIzU3MwLLb6inbe5MBPQKt7cN%2FwAAAgB1BLgB9wYxAAoAFgAvALAJL7AD0LADL7Q%2FA08DAl2wCRCyDgYKK1gh2Bv0WbADELIUBgorWCHYG%2FRZMDETNDYzMhYVFAYiJjcUFjMyNjU0JiMiBnVxUE9ybqZuTUIyMURGLzFDBXNQbm5QT2xsTzJCQTM1QkQAAQBqBPADCwXTABUAPACwAy%2BwBtCwBi%2ByDwYBXbADELAJ0LAJL7AGELINAworWCHYG%2FRZsAMQshIDCitYIdgb9FmwDRCwFdAwMQEUBiMiJiMiBhUnNDYzMh4CMzI2NQMLcVJMkTkvP1ptVjBEPD0pLkEFzWB1bj44A1x4IioiQjgA%2F%2F8AnwKuBIkDFABGAJ%2FZAEzNQAD%2F%2FwB%2BAq4FtgMUAEcAn%2F92AABmZkAAAAEAYgRhATYGEgAIABOyCAkKERI5ALAAL7AE0LAELzAxExcGBxUjNTQ27khaA3dLBhIzdoiAcFyqAAABAD4ESwERBgAABwATsgMICRESOQCwBC%2BwANCwAC8wMRMnNjc1MxUUhUdaA3YESzR5hYNl0QABACn%2FGQD8AM0ABwAZsgQICRESOQCwCC%2BwBNCwBC%2BwANCwAC8wMRcnNjc3MxUUcEdTCAF35zRvd5pl0P%2F%2FAGMEYQIyBhIAJgCTAQAABwCTAPwAAP%2F%2FAEQESwILBgAAJgCUBgAABwCUAPoAAAACACn%2FEAHmAOwABwAPACuyCRARERI5sAkQsAXQALAQL7AE0LAEL7AM0LAML7AI0LAIL7AA0LAALzAxFyc2NzUzFRQXJzY3NTMVFHBHWQN3XkdYA3jwNHuKo4LZgTR6i6OC2QAAAQCSAhwCBQOjAA0AFrIDDg8REjkAsAMvsQoKK1jYG9xZMDETNDYzMhYXFRQGIyImNZJmU1JmAmZTVGYC8E9kYU0oUWBiUQAAAQBsAKcB%2FAOwAAYAEACwBi%2ByAgcGERI5sAIvMDETASMBNQEz6AEUaf7ZASdpAiv%2BfAF7EwF7AAABAGEAogHyA7AABgAQALAAL7IDBwAREjmwAy8wMRMBFQEjAQHLASf%2B2WoBFP7sA7D%2BgBP%2BhQGEAYoAAQA%2BAHkDTwUbAAMACQCwAC%2BwAi8wMTcnAReISgLHSnkwBHIwAP%2F%2FADsClAK2BakBBwClAAAClAATALAARViwCS8bsQkdPlmwDdAwMQAAAQBT%2F%2BwEEgXEACUAjbILJicREjkAsABFWLAYLxuxGB0%2BWbAARViwCi8bsQoNPlmyJRgKERI5sCUvsgACCitYIdgb9FmwChCyBQEKK1gh2Bv0WbAAELAO0LAlELAQ0LAlELAV0LAVL0AJDxUfFS8VPxUEXbISAgorWCHYG%2FRZsBgQsh0BCitYIdgb9FmwFRCwINCwEhCwItAwMQEhFRQWMzI3FwYjIgADNSM1MzUjNTMQADMyFwcmIyIGFSEVIRUhAzH%2BXdnGdWYKdHL5%2FuMDwMDAwAEe%2BWOFCnBtxtcBo%2F5dAaMCMxHd8iJrHgEmAQYbWaRaAQ4BLB9tI%2B3kWqQAAAEApQKuA%2BgDFAADABEAsAIvsgEBCitYIdgb9FkwMQEhNSED6Py9A0MCrmYAAgAwAAADoAYVABQAGACGsggZGhESObAIELAW0ACwAEVYsAMvG7EDGT5ZsABFWLAQLxuxEBk%2BWbAARViwFy8bsRcZPlmwAEVYsAgvG7EIHz5ZsABFWLAALxuxAA0%2BWbAARViwFS8bsRUNPlmwEBCyAQEKK1gh2Bv0WbAC0LAIELINAQorWCHYG%2FRZsAIQsBLQsBPQMDEzESM1MzU0NjMyFwcmIyIRFTMVIxEhIxEz5LS0vKuGjhR6fvf9%2FQJEeHgD2GJvrb87ZzX%2B%2F21i%2FCgEOgAAAQA%2FAAADrgYVABcAbbITGBkREjkAsABFWLAGLxuxBhk%2BWbAARViwDi8bsQ4ZPlmwAEVYsBMvG7ETHz5ZsABFWLAKLxuxCg0%2BWbAARViwFi8bsRYNPlmwExCyAgEKK1gh2Bv0WbAGELIIAQorWCHYG%2FRZsAzQsA3QMDEBJiMiBhUVIRUhESMRIzUzNTY2MzIXESMDN5RiZ3ABAv7%2BeLOzAayafPl3BY4ee3GGYvwoA9hiiqStPfooAAEAfgAAAdADFgAGADkAsABFWLAFLxuxBRc%2BWbAARViwAS8bsQENPlmyBAUBERI5sAQvsgMCCitYIdgb9FmyAgMFERI5MDEhIxEHNSUzAdBq6AFEDgKXRlprAAEATAAAApsDIAAWAFmyCBcYERI5ALAARViwDi8bsQ4XPlmwAEVYsAAvG7EADT5ZshYCCitYIdgb9FmyAgAWERI5sgMOABESObAOELIIAgorWCHYG%2FRZsgsADhESObIUAA4REjkwMSEhNQE2NTQmIyIGFSM0NjIWFRQPAiECm%2F3FAUBqUU9XXmme%2FI52N%2BIBtksBOm5JP01ZSWyOfGZlejfRAAEAR%2F%2F1AosDIAAmAG%2ByICcoERI5ALAARViwDi8bsQ4XPlmwAEVYsBkvG7EZDT5ZsgEOGRESOXywAS8YsA4QsgcCCitYIdgb9FmyCg4ZERI5sAEQsiUCCitYIdgb9FmyFCUBERI5sh0ZDhESObAZELIgAgorWCHYG%2FRZMDEBMzY2NTQmIyIGFSM0NjMyFhUUBgcWFRQGIyImNTMUFjMyNjU0IyMBC1ZRX1ZRTGBpnXeAkkxGop6CgaNqaVRXXc5JAboCSDw%2BSko6YHx4ZjheGCqTZnx%2FZz5RTEKOAAACADsAAAK2AxUACgAOAFIAsABFWLAJLxuxCRc%2BWbAARViwBC8bsQQNPlmyAQkEERI5sAEvtg8BHwEvAQNdsgICCitYIdgb9FmwBtCwARCwC9CyCAsGERI5sg0JBBESOTAxATMVIxUjNSEnATMBIREHAjd%2Ff2n%2BcQQBjW%2F%2BdgEhHwETWLu7QgIY%2Ff4BgDL%2F%2FwAxAlACEAK1AgYAEQAAAAIAIQAABNsFsAAPAB0AaACwAEVYsAUvG7EFHT5ZsABFWLAALxuxAA0%2BWbIDAAUREjmwAy%2ByXwMBXbIvAwFdtE8DXwMCcbICAQorWCHYG%2FRZsBHQsAAQshIBCitYIdgb9FmwBRCyGwEKK1gh2Bv0WbADELAc0DAxMxEjNTMRITIEEhUVFAIEIxMhESEyABE1NAAnIREh1rW1AZezARyfnv7huiH%2BzAEP6wEW%2Fu7g%2FuIBNAKxZgKZo%2F7QwobD%2FtKkArH9twExAQSA%2BwEuAf3QAP%2F%2FAB4AAAThBy8CJgAlAAABBwBEARYBOwATALAARViwBC8bsQQdPlmwDNwwMQD%2F%2FwAeAAAE4QcvAiYAJQAAAQcAdQG%2FATsAEwCwAEVYsAUvG7EFHT5ZsA3cMDEA%2F%2F8AHgAABOEHMQImACUAAAEHAI4AzgE7ABMAsABFWLAELxuxBB0%2BWbAP3DAxAP%2F%2FAB4AAAThBxcCJgAlAAABBwCQAMwBRAATALAARViwBS8bsQUdPlmwDtwwMQD%2F%2FwAeAAAE4QcAAiYAJQAAAQcAagDOATsAFgCwAEVYsAQvG7EEHT5ZsBTcsCDQMDH%2F%2FwAeAAAE4QdxAiYAJQAAAQcAjwFNAUAAFgCwAEVYsAQvG7EEHT5ZsBTcsBnQMDH%2F%2FwCD%2FkQEvwXEAiYAJwAAAAcAeQHi%2F%2Ff%2F%2FwC4AAAEQgc1AiYAKQAAAQcARAD%2FAUEAEwCwAEVYsAYvG7EGHT5ZsA3cMDEA%2F%2F8AuAAABEIHNQImACkAAAEHAHUBqAFBABMAsABFWLAGLxuxBh0%2BWbAO3DAxAP%2F%2FALgAAARCBzcCJgApAAABBwCOALcBQQATALAARViwBi8bsQYdPlmwENwwMQD%2F%2FwC4AAAEQgcGAiYAKQAAAQcAagC3AUEAFgCwAEVYsAYvG7EGHT5ZsBXcsCHQMDH%2F%2FwANAAABXAc1AiYALQAAAQcARP%2BmAUEAEwCwAEVYsAIvG7ECHT5ZsAXcMDEA%2F%2F8AygAAAhoHNQImAC0AAAEHAHUATgFBABMAsABFWLADLxuxAx0%2BWbAG3DAxAP%2F%2F%2F%2F4AAAIpBzcCJgAtAAABBwCO%2F14BQQATALAARViwAi8bsQIdPlmwCNwwMQD%2F%2F%2F%2FtAAACRwcGAiYALQAAAQcAav9eAUEAFgCwAEVYsAIvG7ECHT5ZsA3csBnQMDH%2F%2FwC4AAAE9AcXAiYAMgAAAQcAkAEgAUQAEwCwAEVYsAgvG7EIHT5ZsA3cMDEA%2F%2F8Aff%2FsBOwHOwImADMAAAEHAEQBRwFHABMAsABFWLALLxuxCx0%2BWbAf3DAxAP%2F%2FAH3%2F7ATsBzsCJgAzAAABBwB1AfABRwATALAARViwCy8bsQsdPlmwINwwMQD%2F%2FwB9%2F%2BwE7Ac9AiYAMwAAAQcAjgD%2FAUcAEwCwAEVYsAsvG7ELHT5ZsCLcMDEA%2F%2F8Aff%2FsBOwHIwImADMAAAEHAJAA%2FQFQABMAsABFWLAMLxuxDB0%2BWbAh3DAxAP%2F%2FAH3%2F7ATsBwwCJgAzAAABBwBqAP8BRwAWALAARViwCy8bsQsdPlmwJ9ywM9AwMf%2F%2FAKL%2F7ASjBy8CJgA5AAABBwBEAT4BOwATALAARViwCi8bsQodPlmwE9wwMQD%2F%2FwCi%2F%2BwEowcvAiYAOQAAAQcAdQHnATsAEwCwAEVYsBEvG7ERHT5ZsBTcMDEA%2F%2F8Aov%2FsBKMHMQImADkAAAEHAI4A9gE7ABMAsABFWLAKLxuxCh0%2BWbAW3DAxAP%2F%2FAKL%2F7ASjBwACJgA5AAABBwBqAPYBOwAWALAARViwCi8bsQodPlmwG9ywJ9AwMf%2F%2FABgAAASuBykCJgA9AAABBwB1AaEBNQATALAARViwAS8bsQEdPlmwC9wwMQD%2F%2FwBk%2F%2BwDxwX0AiYARQAAAQcARADXAAAAEwCwAEVYsBcvG7EXGT5ZsCvcMDEA%2F%2F8AZP%2FsA8cF9AImAEUAAAEHAHUBgAAAABMAsABFWLAXLxuxFxk%2BWbAs3DAxAP%2F%2FAGT%2F7APHBfYCJgBFAAABBwCOAI8AAAATALAARViwFy8bsRcZPlmwLtwwMQD%2F%2FwBk%2F%2BwDxwXcAiYARQAAAQcAkACNAAkAEwCwAEVYsBcvG7EXGT5ZsC3cMDEA%2F%2F8AZP%2FsA8cFxQImAEUAAAEHAGoAjwAAABYAsABFWLAXLxuxFxk%2BWbAz3LA%2F0DAx%2F%2F8AZP%2FsA8cGNgImAEUAAAEHAI8BDgAFABYAsABFWLAXLxuxFxk%2BWbAz3LA40DAx%2F%2F8AXv5EA8wETgImAEcAAAAHAHkBV%2F%2F3%2F%2F8AWv%2FsA9UF9AImAEkAAAEHAEQAygAAABMAsABFWLAJLxu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YVFAYiJpA5cjs7cjlhMEBAMC4%2BPgABABL%2FgwMQBbAAAwATALAAL7AARViwAi8bsQIcPlkwMRcjATOxnwJgnn0GLQAAAgBz%2F%2BwECgXEAA0AGwA5ALAARViwCi8bsQocPlmwAEVYsAMvG7EDED5ZsAoQshEBCitYIdgb9FmwAxCyGAEKK1gh2Bv0WTAxARACIyICAzUQEjMyEhMnNCYjIgYHERQWMzI2NwQK3uzp4ATe7eveA7mEj46CAomLiYUDAm3%2Bu%2F7EATUBM%2FcBQQE4%2FtP%2Bxg3r19be%2Ftjs4dTkAAEAqgAAAtkFtwAGADkAsABFWLAFLxuxBRw%2BWbAARViwAC8bsQAQPlmyBAAFERI5sAQvsgMBCitYIdgb9FmyAgMFERI5MDEhIxEFNSUzAtm6%2FosCEh0E0YmoxwAAAQBdAAAEMwXEABcATQCwAEVYsBAvG7EQHD5ZsABFWLAALxuxABA%2BWbIXAQorWCHYG%2FRZsALQsgMQFxESObAQELIJAQorWCHYG%2FRZsBAQsAzQshUXEBESOTAxISE1ATY2NTQmIyIGFSM0JDMyFhUUAQEhBDP8RgH4cFWKc4qZuQED2cvs%2Fu7%2BegLbhQIwf59VcpKdjMn41bHX%2Ftf%2BWQABAF7%2F7AP5BcQAJgB4ALAARViwDS8bsQ0cPlmwAEVYsBkvG7EZED5ZsgANGRESObAAL7LPAAFdsp8AAXGyLwABXbJfAAFysA0QsgYBCitYIdgb9FmwDRCwCdCwABCyJgEKK1gh2Bv0WbITJgAREjmwGRCwHNCwGRCyHwEKK1gh2Bv0WTAxATM2NjUQIyIGFSM0NjMyFhUUBgcWFhUUBCAkNTMUFjMyNjU0JicjAYaLg5b%2FeI%2B5%2FcPO6ntqeIP%2FAP5m%2Fv%2B6ln6GjpyTiwMyAoZyAQCJca3l2sJfsiwmsH%2FE5t62c4qMg3%2BIAgACADUAAARQBbAACgAOAEkAsABFWLAJLxuxCRw%2BWbAARViwBC8bsQQQPlmyAQkEERI5sAEvsgIBCitYIdgb9FmwBtCwARCwC9CyCAYLERI5sg0JBBESOTAxATMVIxEjESE1ATMBIREHA4bKyrr9aQKMxf2BAcUWAemX%2Fq4BUm0D8fw5AsooAAEAmv%2FsBC0FsAAdAGEAsABFWLABLxuxARw%2BWbAARViwDS8bsQ0QPlmwARCyBAEKK1gh2Bv0WbIHDQEREjmwBy%2ByGgEKK1gh2Bv0WbIFBxoREjmwDRCwEdCwDRCyFAEKK1gh2Bv0WbAHELAd0DAxExMhFSEDNjMyEhUUAiMiJiczFhYzMjY1NCYjIgcHzkoC6v2zLGuIx%2Brz2sH0Ea8RkHaBk5%2BEeUUxAtoC1qv%2Bcz%2F%2B%2BeDh%2Fv3WvX1%2FsJuSsTUoAAIAhP%2FsBBwFsQAUACEATgCwAEVYsAAvG7EAHD5ZsABFWLANLxuxDRA%2BWbAAELIBAQorWCHYG%2FRZsgcNABESObAHL7IVAQorWCHYG%2FRZsA0QshwBCitYIdgb9FkwMQEVIwYEBzYzMhIVFAIjIgA1NRAAJQMiBgcVFBYzMjY1NCYDTyLY%2FwAUc8e%2B4%2FXO0f78AVcBU9JfoB%2BieX2PkQWxnQT44YT%2B9NTh%2FvIBQf1HAZIBqQX9cHJWRLTcuJWWuQABAE0AAAQlBbAABgAyALAARViwBS8bsQUcPlmwAEVYsAEvG7EBED5ZsAUQsgMBCitYIdgb9FmyAAMFERI5MDEBASMBITUhBCX9pcICWfzsA9gFSPq4BRiYAAADAHD%2F7AQOBcQAFwAhACsAYQCwAEVYsBUvG7EVHD5ZsABFWLAJLxuxCRA%2BWbInCRUREjmwJy%2ByzycBXbIaAQorWCHYG%2FRZsgMaJxESObIPJxoREjmwCRCyHwEKK1gh2Bv0WbAVELIiAQorWCHYG%2FRZMDEBFAYHFhYVFAYjIiY1NDY3JiY1NDYzMhYDNCYiBhQWMzI2ASIGFRQWMjY0JgPsc2Jyhf%2FQ0v2BcmFw7MHA7Zeb%2BpeTg4KU%2Fupth4XehYoENG2qMDG8d73g4bx2vjEwqmy42Nj8oXqamPiOjwQah3RviYnejAAAAgBk%2F%2F8D%2BAXEABcAJABYALAARViwCy8bsQscPlmwAEVYsBMvG7ETED5ZsgMTCxESObADL7IAAwsREjmwExCyFAEKK1gh2Bv0WbADELIYAQorWCHYG%2FRZsAsQsh8BCitYIdgb9FkwMQEGBiMiJiY1NDY2MzISERUQAAUjNTM2NiUyNjc1NCYjIgYVFBYDPjqhYH67Zm%2FMiNj5%2FrD%2BrSQn5fb%2B7l2dJJ55epSPAoBFVHzhiJLqfP69%2Fuk2%2Flf%2BeQWcBOf6clRKtuS7mZXBAP%2F%2FAIb%2F9QFtBEQAJgAS9gABBwAS%2F%2FcDcwAQALAARViwDS8bsQ0YPlkwMf%2F%2FACn%2B3gFVBEQAJwAS%2F98DcwEGABAMAAAQALAARViwAy8bsQMYPlkwMQABAEgAwwN6BEoABgAWALAARViwBS8bsQUYPlmwAtCwAi8wMQEFFQE1ARUBCAJy%2FM4DMgKE%2FcQBe5IBesQAAAIAmAGPA9oDzwADAAcAJQCwBy%2BwA9CwAy%2ByAAEKK1gh2Bv0WbAHELIEAQorWCHYG%2FRZMDEBITUhESE1IQPa%2FL4DQvy%2BA0IDLqH9wKAAAAEAhgDEA9wESwAGABYAsABFWLACLxuxAhg%2BWbAF0LAFLzAxAQE1ARUBNQMb%2FWsDVvyqAooBA77%2BhpL%2BhcAAAgBL%2F%2FUDdgXEABgAIQBRALAARViwEC8bsRAcPlmwAEVYsCAvG7EgED5ZshsFCitYIdgb9FmyABsQERI5sgQQABESObAQELIJAQorWCHYG%2FRZsBAQsAzQshUAEBESOTAxATY2Nzc2NTQmIyIGFSM2NjMyFhUUBwcGFQM0NjIWFAYiJgFlAjJNg1RuaWZ8uQLjtr3Tom1JwTdsODhsNwGad4pUh19taXdsW6LHy7GvqmxRmP7DLT09Wjs7AAACAGr%2BOwbWBZcANQBCAGgAsDIvsABFWLAILxuxCBA%2BWbAD0LIPMggREjmwDy%2ByBQgPERI5sAgQsjkCCitYIdgb9FmwFdCwMhCyGwIKK1gh2Bv0WbAIELAq0LAqL7IjAgorWCHYG%2FRZsA8QskACCitYIdgb9FkwMQEGAiMiJwYGIyImNzYSNjMyFhcDBjMyNjcSACEiBAIHBhIEMzI2NxcGBiMiJAITEhIkMzIEEgEGFjMyNjc3EyYjIgYGygzYtbs1NotKjpITD3m%2FaVGAUDQTk3GMBhP%2Buf6yyf7ItAsMkAEn0Vq1PCU%2BzWn6%2FpizDAzeAXzv%2BQFkrvvyDlFYPG8kAS44QHWZAfby%2FuioVVPozaUBA5QrP%2F3W5%2BC0AYUBmMf%2BiPb4%2FpPBLCNzJzLhAacBGwETAbfv4P5a%2FpCOmGZfCQH3He4AAAIAHAAABR0FsAAHAAoARgCwAEVYsAQvG7EEHD5ZsABFWLACLxuxAhA%2BWbAARViwBi8bsQYQPlmyCQQCERI5sAkvsgABCitYIdgb9FmyCgQCERI5MDEBIQMjATMBIwEhAwPN%2FZ6JxgIsqAItxf1NAe%2F4AXz%2BhAWw%2BlACGgKpAAMAqQAABIgFsAAOABYAHwBVALAARViwAS8bsQEcPlmwAEVYsAAvG7EAED5ZshcAARESObAXL7IPAQorWCHYG%2FRZsggPFxESObAAELIQAQorWCHYG%2FRZsAEQsh8BCitYIdgb9FkwMTMRITIWFRQGBxYWFRQGIwERITI2NRAhJSEyNjU0JiMhqQHc7e90ZHaJ%2Fuj%2BxwE9hpv%2B4v7AASJ%2Bl4yP%2FuQFsMTAZp0rIbmAxOACqf30i3oBB5p%2BbHhtAAABAHf%2F7ATYBcQAHABFALAARViwCy8bsQscPlmwAEVYsAMvG7EDED5ZsAsQsA%2FQsAsQshIBCitYIdgb9FmwAxCyGQEKK1gh2Bv0WbADELAc0DAxAQYEIyAAETU0EiQzMgAXIyYmIyICFRUUEjMyNjcE2Bv%2B4e7%2B%2Fv7JkQEKr%2BgBGBfBGaeWuNHGsqCrHAHO5%2FsBcgE2jMsBNKX%2B%2FeWunP7w%2B43t%2FuiRtAACAKkAAATGBbAACwAVADkAsABFWLABLxuxARw%2BWbAARViwAC8bsQAQPlmwARCyDAEKK1gh2Bv0WbAAELINAQorWCHYG%2FRZMDEzESEyBBIXFRQCBAcDETMyEjU1NAInqQGbvgEknwGf%2FtnE08re9%2BnWBbCo%2FsrJXc7%2ByqYCBRL7iwEU%2F1X4ARMCAAABAKkAAARGBbAACwBOALAARViwBi8bsQYcPlmwAEVYsAQvG7EEED5ZsgsEBhESObALL7IAAQorWCHYG%2FRZsAQQsgIBCitYIdgb9FmwBhCyCAEKK1gh2Bv0WTAxASERIRUhESEVIREhA%2BD9iQLd%2FGMDk%2F0tAncCof38nQWwnv4sAAEAqQAABC8FsAAJAEAAsABFWLAELxuxBBw%2BWbAARViwAi8bsQIQPlmyCQIEERI5sAkvsgABCitYIdgb9FmwBBCyBgEKK1gh2Bv0WTAxASERIxEhFSERIQPM%2FZ3AA4b9OgJjAoP9fQWwnv4OAAEAev%2FsBNwFxAAfAGIAsABFWLALLxuxCxw%2BWbAARViwAy8bsQMQPlmwCxCwD9CwCxCyEQEKK1gh2Bv0WbADELIYAQorWCHYG%2FRZsh4DCxESObAeL7QPHh8eAl20Px5PHgJdsh0BCitYIdgb9FkwMSUGBCMiJAInNRAAITIEFyMCISICAxUUEjMyNjcRITUhBNxK%2Fvewsv7slwIBMwEW5AEWH8A2%2Ft7BxwHgv2yiNf6vAhC%2FammnATTLfwFJAWrp1gEh%2FvH%2B%2F3f1%2Ft8wOQFHnAABAKkAAAUIBbAACwBVALAARViwBi8bsQYcPlmwAEVYsAovG7EKHD5ZsABFWLAALxuxABA%2BWbAARViwBC8bsQQQPlmwABCwCdCwCS%2BynwkBcrIvCQFdsgIBCitYIdgb9FkwMSEjESERIxEzESERMwUIwf0iwMAC3sECof1fBbD9jgJyAAABALcAAAF3BbAAAwAdALAARViwAi8bsQIcPlmwAEVYsAAvG7EAED5ZMDEhIxEzAXfAwAWwAAABADX%2F7APMBbAADwAuALAARViwAC8bsQAcPlmwAEVYsAUvG7EFED5ZsAnQsAUQsgwBCitYIdgb9FkwMQEzERQGIyImNTMUFjMyNjcDC8H70dnywImCd5MBBbD7%2BdHs3sh9jJaHAAABAKkAAAUFBbAACwB0ALAARViwBS8bsQUcPlmwAEVYsAcvG7EHHD5ZsABFWLACLxuxAhA%2BWbAARViwCy8bsQsQPlmyAAIFERI5QBFKAFoAagB6AIoAmgCqALoACF2yOQABXbIGBQIREjlAEzYGRgZWBmYGdgaGBpYGpga2BgldMDEBBxEjETMRATMBASMCG7LAwAKH6P3DAmrmAqW5%2FhQFsP0wAtD9ffzTAAEAqQAABBwFsAAFACgAsABFWLAELxuxBBw%2BWbAARViwAi8bsQIQPlmyAAEKK1gh2Bv0WTAxJSEVIREzAWoCsvyNwZ2dBbAAAAEAqQAABlIFsAAOAFkAsABFWLAALxuxABw%2BWbAARViwAi8bsQIcPlmwAEVYsAQvG7EEED5ZsABFWLAILxuxCBA%2BWbAARViwDC8bsQwQPlmyAQAEERI5sgcABBESObIKAAQREjkwMQkCMxEjERMBIwETESMRAaEB3AHc%2BcAS%2FiKT%2FiMTwAWw%2B1wEpPpQAjcCZPtlBJj9n%2F3JBbAAAAEAqQAABQgFsAAJAEyyAQoLERI5ALAARViwBS8bsQUcPlmwAEVYsAgvG7EIHD5ZsABFWLAALxuxABA%2BWbAARViwAy8bsQMQPlmyAgUAERI5sgcFABESOTAxISMBESMRMwERMwUIwf0jwcEC378EYvueBbD7mQRnAAIAdv%2FsBQkFxAARAB8AOQCwAEVYsA0vG7ENHD5ZsABFWLAELxuxBBA%2BWbANELIVAQorWCHYG%2FRZsAQQshwBCitYIdgb9FkwMQEUAgQjIiQCJzU0EiQzMgQSFScQAiMiAgcVFBIzMhI3BQmQ%2FviwrP72kwKSAQusrwELkL%2FQu7bRA9O5uswDAqnW%2FsGoqQE5zmnSAUKrqf6%2F1QIBAwEV%2Fuv2a%2Fv%2B4QEP%2FQAAAgCpAAAEwAWwAAoAEwBNsgoUFRESObAKELAM0ACwAEVYsAMvG7EDHD5ZsABFWLABLxuxARA%2BWbILAwEREjmwCy%2ByAAEKK1gh2Bv0WbADELISAQorWCHYG%2FRZMDEBESMRITIEFRQEIyUhMjY1NCYnIQFpwAIZ7wEP%2Fvf3%2FqkBWZqkpI%2F%2BnAI6%2FcYFsPTJ1OWdkYmCnAMAAgBt%2FwoFBgXEABUAIgBNsggjJBESObAIELAZ0ACwAEVYsBEvG7ERHD5ZsABFWLAILxuxCBA%2BWbIDCBEREjmwERCyGQEKK1gh2Bv0WbAIELIgAQorWCHYG%2FRZMDEBFAIHBQclBiMiJAInNTQSJDMyBBIVJxACIyICBxUUEiASNwUBhnkBBIP%2BzUhQrP72kwKSAQussAELkMDNvrXRA9EBdMwDAqnT%2Fs9WzHn0EqkBOc5p0gFCq6r%2BwdUBAQEBF%2F7r9mv6%2FuABD%2F0AAAIAqAAABMkFsAAOABcAYbIFGBkREjmwBRCwFtAAsABFWLAELxuxBBw%2BWbAARViwAi8bsQIQPlmwAEVYsA0vG7ENED5ZshAEAhESObAQL7IAAQorWCHYG%2FRZsgsABBESObAEELIWAQorWCHYG%2FRZMDEBIREjESEyBBUUBgcBFSMBITI2NTQmJyECv%2F6qwQHi9gEJk4MBVs79bgEnj6mhmP7aAk39swWw4NaIyjL9lgwC6pR8h5ABAAABAFD%2F7ARyBcQAJgBhsgAnKBESOQCwAEVYsAYvG7EGHD5ZsABFWLAaLxuxGhA%2BWbAGELAL0LAGELIOAQorWCHYG%2FRZsiYaBhESObAmELIUAQorWCHYG%2FRZsBoQsB%2FQsBoQsiIBCitYIdgb9FkwMQEmJjU0JDMyFhYVIzQmIyIGFRQWBBYWFRQEIyIkJjUzFBYzMjY0JgJW9%2BEBE9yW64HBqJmOn5cBa81j%2Fuznlv78jcHDo5iilgKJR8%2BYrOF0zHmEl31vWXtme6RvsdVzyH%2BEmXzWdQAAAQAxAAAElwWwAAcALgCwAEVYsAYvG7EGHD5ZsABFWLACLxuxAhA%2BWbAGELIAAQorWCHYG%2FRZsATQMDEBIREjESE1IQSX%2Fiy%2F%2Fi0EZgUS%2Bu4FEp4AAQCM%2F%2BwEqgWwABIAPLIFExQREjkAsABFWLAALxuxABw%2BWbAARViwCS8bsQkcPlmwAEVYsAUvG7EFED5Zsg4BCitYIdgb9FkwMQERBgAHByIAJxEzERQWMzI2NREEqgH%2B%2F9wz7%2F7kAr6uoaOtBbD8Is7%2B%2BhACAQLiA%2BD8Jp6vrp4D2wAAAQAcAAAE%2FQWwAAYAOLIABwgREjkAsABFWLABLxuxARw%2BWbAARViwBS8bsQUcPlmwAEVYsAMvG7EDED5ZsgABAxESOTAxJQEzASMBMwKLAaDS%2FeSq%2FeXR%2FwSx%2BlAFsAAAAQA9AAAG7QWwABIAWQCwAEVYsAMvG7EDHD5ZsABFWLAILxuxCBw%2BWbAARViwES8bsREcPlmwAEVYsAovG7EKED5ZsABFWLAPLxuxDxA%2BWbIBAwoREjmyBgMKERI5sg0DChESOTAxARc3ATMBFzcTMwEjAScHASMBMwHjHCkBIKIBGSgf4sH%2Bn6%2F%2B1BcX%2Fsmv%2FqDAAcvArQP4%2FAiwxAPk%2BlAEJW9v%2B9sFsAABADkAAATOBbAACwBrALAARViwAS8bsQEcPlmwAEVYsAovG7EKHD5ZsABFWLAELxuxBBA%2BWbAARViwBy8bsQcQPlmyAAEEERI5QAmGAJYApgC2AARdsgYBBBESOUAJiQaZBqkGuQYEXbIDAAYREjmyCQYAERI5MDEBATMBASMBASMBATMChAFd4v40Adfk%2Fpr%2BmOMB2P4z4QOCAi79Lv0iAjj9yALeAtIAAAEADwAABLsFsAAIADEAsABFWLABLxuxARw%2BWbAARViwBy8bsQccPlmwAEVYsAQvG7EEED5ZsgABBBESOTAxAQEzAREjEQEzAmUBfNr%2BCsD%2BCtwC1QLb%2FG%2F94QIfA5EAAAEAVgAABHoFsAAJAEQAsABFWLAHLxuxBxw%2BWbAARViwAi8bsQIQPlmyAAEKK1gh2Bv0WbIEAAIREjmwBxCyBQEKK1gh2Bv0WbIJBQcREjkwMSUhFSE1ASE1IRUBOQNB%2B9wDHvzvA%2FednZAEgp6NAAABAJL%2ByAILBoAABwAiALAEL7AHL7IAAQorWCHYG%2FRZsAQQsgMBCitYIdgb9FkwMQEjETMVIREhAgu%2Fv%2F6HAXkF6Pl4mAe4AAABACj%2FgwM4BbAAAwATALACL7AARViwAC8bsQAcPlkwMRMzASMosAJgsAWw%2BdMAAQAJ%2FsgBgwaAAAcAJQCwAi%2BwAS%2BwAhCyBQEKK1gh2Bv0WbABELIGAQorWCHYG%2FRZMDETIREhNTMRIwkBev6GwcEGgPhImAaIAAABAEAC2QMUBbAABgAnsgAHCBESOQCwAEVYsAMvG7EDHD5ZsADQsgEHAxESObABL7AF0DAxAQMjATMBIwGqvqwBK38BKqsEu%2F4eAtf9KQABAAT%2FaQOYAAAAAwAbALAARViwAy8bsQMQPlmyAAEKK1gh2Bv0WTAxBSE1IQOY%2FGwDlJeXAAABADkE2AHaBf4AAwAjALABL7IPAQFdsADQGbAALxiwARCwAtCwAi%2B0DwIfAgJdMDEBIwEzAdqf%2Fv7fBNgBJgAAAgBt%2F%2BwD6gROAB4AKAB5shcpKhESObAXELAg0ACwAEVYsBcvG7EXGD5ZsABFWLAELxuxBBA%2BWbAARViwAC8bsQAQPlmyAhcEERI5sgsXBBESObALL7AXELIPAQorWCHYG%2FRZshILFxESObAEELIfAQorWCHYG%2FRZsAsQsiMBCitYIdgb9FkwMSEmJwYjIiY1NCQzMzU0JiMiBhUjNDY2MzIWFxEUFxUlMjY3NSMgFRQWAygQCoGzoM0BAem0dHFjhrpzxXa71AQm%2FgtXnCOR%2Fqx0IFKGtYupu1Vhc2RHUZdYu6T%2BDpVYEI1aSN7HV2IAAgCM%2F%2BwEIAYAAA4AGQBkshIaGxESObASELAD0ACwCC%2BwAEVYsAwvG7EMGD5ZsABFWLADLxuxAxA%2BWbAARViwBi8bsQYQPlmyBQgDERI5sgoMAxESObAMELISAQorWCHYG%2FRZsAMQshcBCitYIdgb9FkwMQEUAiMiJwcjETMRNiASESc0JiMiBxEWMzI2BCDkwM1wCaq5cAGK4bmSibdQVbSFlAIR%2BP7TkX0GAP3Di%2F7W%2Fv0Fvc6q%2FiyqzgABAFz%2F7APsBE4AHQBJshAeHxESOQCwAEVYsBAvG7EQGD5ZsABFWLAILxuxCBA%2BWbIAAQorWCHYG%2FRZsAgQsAPQsBAQsBTQsBAQshcBCitYIdgb9FkwMSUyNjczDgIjIgARNTQ2NjMyFhcjJiYjIgYVFRQWAj5jlAivBXbFbt3%2B%2B3TZlLbxCK8Ij2mNm5qDeFpdqGQBJwEAH572iNquaYfLwCO7ygAAAgBf%2F%2BwD8AYAAA8AGgBkshgbHBESObAYELAD0ACwBi%2BwAEVYsAMvG7EDGD5ZsABFWLAMLxuxDBA%2BWbAARViwCC8bsQgQPlmyBQMMERI5sgoDDBESObAMELITAQorWCHYG%2FRZsAMQshgBCitYIdgb9FkwMRM0EjMyFxEzESMnBiMiAjUXFBYzMjcRJiMiBl%2Fsv75vuaoJb8a87bmYhrBRU6yImAIm%2BQEvggI0%2BgB0iAE0%2BAe40J4B8ZnSAAACAF3%2F7APzBE4AFQAdAGmyCB4fERI5sAgQsBbQALAARViwCC8bsQgYPlmwAEVYsAAvG7EAED5ZshoIABESObAaL7S%2FGs8aAl2yDAEKK1gh2Bv0WbAAELIQAQorWCHYG%2FRZshMIABESObAIELIWAQorWCHYG%2FRZMDEFIgA1NTQ2NjMyEhEVIRYWMzI2NxcGASIGByE1JiYCTdz%2B7HvdgdPq%2FSMEs4piiDNxiP7ZcJgSAh4IiBQBIfIiof2P%2Fur%2B%2FU2gxVBCWNEDyqOTDo2bAAEAPAAAAsoGFQAVAGOyDxYXERI5ALAARViwCC8bsQgePlmwAEVYsAMvG7EDGD5ZsABFWLARLxuxERg%2BWbAARViwAC8bsQAQPlmwAxCyAQEKK1gh2Bv0WbAIELINAQorWCHYG%2FRZsAEQsBPQsBTQMDEzESM1MzU0NjMyFwcmIyIGFRUzFSMR56uruqpAPwovNVpi5%2BcDq49vrr4RlglpYnKP%2FFUAAgBg%2FlYD8gROABkAJACDsiIlJhESObAiELAL0ACwAEVYsAMvG7EDGD5ZsABFWLAGLxuxBhg%2BWbAARViwCy8bsQsSPlmwAEVYsBcvG7EXED5ZsgUDFxESObIPFwsREjmwCxCyEQEKK1gh2Bv0WbIVAxcREjmwFxCyHQEKK1gh2Bv0WbADELIiAQorWCHYG%2FRZMDETNBIzMhc3MxEUBiMiJic3FjMyNjU1BiMiAjcUFjMyNxEmIyIGYOrBxm8JqfnSdeA7YHesh5dvwL7rupaHr1JVqoeYAib9ASuMePvg0vJkV2%2BTmIpdgAEy87fRnwHum9IAAAEAjAAAA98GAAARAEmyChITERI5ALAQL7AARViwAi8bsQIYPlmwAEVYsAUvG7EFED5ZsABFWLAOLxuxDhA%2BWbIAAgUREjmwAhCyCgEKK1gh2Bv0WTAxATYzIBMRIxEmJiMiBgcRIxEzAUV7xQFXA7kBaW9aiCa5uQO3l%2F59%2FTUCzHVwYE78%2FQYAAAIAjQAAAWgFxAADAAwAPrIGDQ4REjmwBhCwAdAAsABFWLACLxuxAhg%2BWbAARViwAC8bsQAQPlmwAhCwCtCwCi%2ByBgUKK1gh2Bv0WTAxISMRMwM0NjIWFAYiJgFVubnIN2w4OGw3BDoBHy0%2BPlo8PAAC%2F7%2F%2BSwFZBcQADAAWAEmyEBcYERI5sBAQsADQALAARViwDC8bsQwYPlmwAEVYsAMvG7EDEj5ZsggBCitYIdgb9FmwDBCwFdCwFS%2ByEAUKK1gh2Bv0WTAxAREQISInNRYzMjY1EQM0NjMyFhQGIiYBS%2F7lPTQgND5BEzc1Njg4bDYEOvtJ%2FsgSlAhDUwS7AR8sPz5aPDwAAAEAjQAABAwGAAAMAHUAsABFWLAELxuxBB4%2BWbAARViwCC8bsQgYPlmwAEVYsAIvG7ECED5ZsABFWLALLxuxCxA%2BWbIACAIREjlAFToASgBaAGoAegCKAJoAqgC6AMoACl2yBggCERI5QBU2BkYGVgZmBnYGhgaWBqYGtgbGBgpdMDEBBxEjETMRNwEzAQEjAbp0ubljAVHh%2FlsB1tkB9Xn%2BhAYA%2FF93AWT%2BPP2KAAEAnAAAAVUGAAADAB0AsABFWLACLxuxAh4%2BWbAARViwAC8bsQAQPlkwMSEjETMBVbm5BgAAAAEAiwAABngETgAdAHeyBB4fERI5ALAARViwAy8bsQMYPlmwAEVYsAgvG7EIGD5ZsABFWLAALxuxABg%2BWbAARViwCy8bsQsQPlmwAEVYsBQvG7EUED5ZsABFWLAbLxuxGxA%2BWbIBCAsREjmyBQgLERI5sAgQshABCitYIdgb9FmwGNAwMQEXNjMyFzY2MyATESMRNCYjIgYHESMRNCMiBxEjEQE6BXfK41I2rXYBZAa5an1niAu657ZDuQQ6eIyuTmD%2Bh%2F0rAsp0c3to%2FTICxeyb%2FOoEOgABAIwAAAPfBE4AEQBTsgsSExESOQCwAEVYsAMvG7EDGD5ZsABFWLAALxuxABg%2BWbAARViwBi8bsQYQPlmwAEVYsA8vG7EPED5ZsgEDBhESObADELILAQorWCHYG%2FRZMDEBFzYzIBMRIxEmJiMiBgcRIxEBOwZ8yAFXA7kBaW9aiCa5BDqInP59%2FTUCzHVwYE78%2FQQ6AAACAFv%2F7AQ0BE4ADwAbAEOyDBwdERI5sAwQsBPQALAARViwBC8bsQQYPlmwAEVYsAwvG7EMED5ZshMBCitYIdgb9FmwBBCyGQEKK1gh2Bv0WTAxEzQ2NjMyABUVFAYGIyIANRcUFjMyNjU0JiMiBlt934%2FdARF54ZLc%2Fu%2B6p4yNpqmMiagCJ5%2F%2Biv7O%2Fg2e%2B4wBMvwJtNrdx7Ld2gACAIz%2BYAQeBE4ADwAaAG6yExscERI5sBMQsAzQALAARViwDC8bsQwYPlmwAEVYsAkvG7EJGD5ZsABFWLAGLxuxBhI%2BWbAARViwAy8bsQMQPlmyBQwDERI5sgoMAxESObAMELITAQorWCHYG%2FRZsAMQshgBCitYIdgb9FkwMQEUAiMiJxEjETMXNjMyEhEnNCYjIgcRFjMyNgQe4sHFcbmpCXHJw%2BO5nIioVFOrhZ0CEff%2B0n399wXaeIz%2B2v76BLfUlf37lNMAAAIAX%2F5gA%2B8ETgAPABoAa7IYGxwREjmwGBCwA9AAsABFWLADLxuxAxg%2BWbAARViwBi8bsQYYPlmwAEVYsAgvG7EIEj5ZsABFWLAMLxuxDBA%2BWbIFAwwREjmyCgMMERI5shMBCitYIdgb9FmwAxCyGAEKK1gh2Bv0WTAxEzQSMzIXNzMRIxEGIyICNRcUFjMyNxEmIyIGX%2BrFwG8IqrlwusTpuZ2FpVdYooaeAib%2FASmBbfomAgR4ATH8CLrUkgISj9UAAQCMAAAClwROAA0ARrIEDg8REjkAsABFWLALLxuxCxg%2BWbAARViwCC8bsQgYPlmwAEVYsAUvG7EFED5ZsAsQsgIBCitYIdgb9FmyCQsFERI5MDEBJiMiBxEjETMXNjMyFwKXKjG2Qbm0A1unNhwDlAeb%2FQAEOn2RDgABAF%2F%2F7AO7BE4AJgBhsgknKBESOQCwAEVYsAkvG7EJGD5ZsABFWLAcLxuxHBA%2BWbIDHAkREjmwCRCwDdCwCRCyEAEKK1gh2Bv0WbADELIVAQorWCHYG%2FRZsBwQsCHQsBwQsiQBCitYIdgb9FkwMQE0JiQmJjU0NjMyFhUjNCYjIgYVFBYEFhYVFAYjIiYmNTMWFjMyNgMCcf7npU%2Fhr7jluoFiZXJqARWsU%2Bi5gshxuQWLcml%2FAR9LUzxUdFCFuL6UTG5YR0NEPlZ5V5GvXKVgXW1VAAEACf%2FsAlYFQAAVAF%2ByDhYXERI5ALAARViwAS8bsQEYPlmwAEVYsBMvG7ETGD5ZsABFWLANLxuxDRA%2BWbABELAA0LAAL7ABELIDAQorWCHYG%2FRZsA0QsggBCitYIdgb9FmwAxCwEdCwEtAwMQERMxUjERQWMzI3FQYjIiY1ESM1MxEBh8rKNkEgOElFfH7FxQVA%2FvqP%2FWFBQQyWFJaKAp%2BPAQYAAQCI%2F%2BwD3AQ6ABAAU7IKERIREjkAsABFWLAGLxuxBhg%2BWbAARViwDS8bsQ0YPlmwAEVYsAIvG7ECED5ZsABFWLAQLxuxEBA%2BWbIADQIREjmwAhCyCgEKK1gh2Bv0WTAxJQYjIiYnETMRFDMyNxEzESMDKGzRrbUBucjURrmwa3%2FJxQLA%2FUX2ngMT%2B8YAAAEAIQAAA7oEOgAGADiyAAcIERI5ALAARViwAS8bsQEYPlmwAEVYsAUvG7EFGD5ZsABFWLADLxuxAxA%2BWbIABQMREjkwMSUBMwEjATMB8QEMvf58jf54vfsDP%2FvGBDoAAAEAKwAABdMEOgAMAGCyBQ0OERI5ALAARViwAS8bsQEYPlmwAEVYsAgvG7EIGD5ZsABFWLALLxuxCxg%2BWbAARViwAy8bsQMQPlmwAEVYsAYvG7EGED5ZsgALAxESObIFCwMREjmyCgsDERI5MDElEzMBIwEBIwEzExMzBErQuf7Flv75%2FwCW%2Fsa41fyV%2FwM7%2B8YDNPzMBDr81gMqAAEAKQAAA8oEOgALAFMAsABFWLABLxuxARg%2BWbAARViwCi8bsQoYPlmwAEVYsAQvG7EEED5ZsABFWLAHLxuxBxA%2BWbIACgQREjmyBgoEERI5sgMABhESObIJBgAREjkwMQETMwEBIwMDIwEBMwH38Nj%2BngFt1vr61wFt%2Fp7WAq8Bi%2F3p%2Fd0Blf5rAiMCFwABABb%2BSwOwBDoADwBJsgAQERESOQCwAEVYsAEvG7EBGD5ZsABFWLAOLxuxDhg%2BWbAARViwBS8bsQUSPlmyAA4FERI5sgkBCitYIdgb9FmwABCwDdAwMQETMwECIycnNRcyNjc3ATMB7vzG%2Fk1l3CNFMl5pIin%2BfsoBDwMr%2Bx%2F%2B8gMNlgRMZW4ELgABAFgAAAOzBDoACQBEALAARViwBy8bsQcYPlmwAEVYsAIvG7ECED5ZsgABCitYIdgb9FmyBAACERI5sAcQsgUBCitYIdgb9FmyCQUHERI5MDElIRUhNQEhNSEVAToCefylAlX9tAM0l5eIAxmZgwAAAQBA%2FpICngY9ABgAMbITGRoREjkAsA0vsAAvsgcNABESObAHL7IfBwFdsgYDCitYIdgb9FmyEwYHERI5MDEBJiY1NTQjNTI1NTY2NxcGERUUBxYVFRIXAnixs9TUAq%2BzJtGnpwPO%2FpIy5bzH85Hy0LfhM3ND%2FubK41la5c7%2B7UIAAAEAr%2F7yAUQFsAADABMAsAAvsABFWLACLxuxAhw%2BWTAxASMRMwFElZX%2B8ga%2BAAABABP%2BkgJyBj0AGAAxsgUZGhESOQCwCy%2BwGC%2ByEQsYERI5sBEvsh8RAV2yEgMKK1gh2Bv0WbIFEhEREjkwMRc2EzU0NyY1NRAnNxYWFxUUMxUiFRUUBgcTywe1tdEmsbIB1NS1r%2FtBAQrc51RS6csBGkNzMuG50u%2BR88q84jIAAAEAgwGSBO8DIgAXAEKyERgZERI5ALAARViwDy8bsQ8WPlmwANCwDxCwFNCwFC%2ByAwEKK1gh2Bv0WbAPELIIAQorWCHYG%2FRZsAMQsAvQMDEBFAYjIi4CIyIGFQc0NjMyFhYXFzI2NQTvu4lIgKlKKk5UobiLTIywQB1MXwMJntk1lCRrXgKgzkChCgJ0XwACAIv%2BmAFmBE0AAwAMADKyBg0OERI5sAYQsADQALACL7AARViwCy8bsQsYPlmyBgUKK1gh2Bv0WbIBAgYREjkwMRMzEyMTFAYiJjQ2MhaqqA3CyTdsODhsNwKs%2B%2BwFTC0%2BPlo8PAABAGn%2FCwP5BSYAIQBSsgAiIxESOQCwAEVYsBQvG7EUGD5ZsABFWLAKLxuxChA%2BWbAH0LIAAQorWCHYG%2FRZsAoQsAPQsBQQsBHQsBQQsBjQsBQQshsBCitYIdgb9FkwMSUyNjczBgYHFSM1JgI1NTQSNzUzFRYWFyMmJiMiBhUVFBYCSmSUCK8GxpC5s8jKsbmWwAavCI9pjZubg3lZfska6eoiARzcI9QBHSHi3xfUlmmHy8Aju8oAAQBbAAAEaAXEACEAfLIcIiMREjkAsABFWLAULxuxFBw%2BWbAARViwBS8bsQUQPlmyHxQFERI5sB8vsl8fAXKyjx8BcbK%2FHwFdsgABCitYIdgb9FmwBRCyAwEKK1gh2Bv0WbAH0LAI0LAAELAN0LAfELAP0LAUELAY0LAUELIbAQorWCHYG%2FRZMDEBFxQHIQchNTM2Njc1JyM1MwM0NjMyFhUjNCYjIgYVEyEVAcEIPgLdAfv4TSgyAgiloAn1yL7ev39vaYIJAT8CbtyaW52dCYNgCN2dAQTH7tSxa3yaff78nQAAAgBp%2F%2BUFWwTxABsAKgA%2FsgIrLBESObACELAn0ACwAEVYsAIvG7ECED5ZsBDQsBAvsAIQsh8BCitYIdgb9FmwEBCyJwEKK1gh2Bv0WTAxJQYjIicHJzcmNTQ3JzcXNjMyFzcXBxYVFAcXBwEUFhYyNjY1NCYmIyIGBgRPn9HPn4aCi2hwk4KTnsPEn5WEl25mj4T8YHPE4sRxccVwccRzcISCiIeNnMrOo5eIlnh5mImao8vEn5CIAnt71Hp703t603l41AAAAQAfAAAErQWwABYAawCwAEVYsBYvG7EWHD5ZsABFWLABLxuxARw%2BWbAARViwDC8bsQwQPlmyDxMDK7IADBYREjm0DxMfEwJdsBMQsAPQsBMQshICCitYIdgb9FmwBtCwDxCwB9CwDxCyDgIKK1gh2Bv0WbAK0DAxAQEzASEVIRUhFSERIxEhNSE1ITUhATMCZgFs2%2F5eATj%2BgAGA%2FoDB%2FoYBev6GATn%2BXtwDDgKi%2FTB9pXz%2BvgFCfKV9AtAAAAIAk%2F7yAU0FsAADAAcAGACwAC%2BwAEVYsAYvG7EGHD5ZsgUBAyswMRMRMxERIxEzk7q6uv7yAxf86QPIAvYAAgBa%2FhEEeQXEADQARACAsiNFRhESObAjELA10ACwCC%2BwAEVYsCMvG7EjHD5ZshYIIxESObAWELI%2FAQorWCHYG%2FRZsgIWPxESObAIELAO0LAIELIRAQorWCHYG%2FRZsjAjCBESObAwELI3AQorWCHYG%2FRZsh03MBESObAjELAn0LAjELIqAQorWCHYG%2FRZMDEBFAcWFhUUBCMiJicmNTcUFjMyNjU0JicuAjU0NyYmNTQkMzIEFSM0JiMiBhUUFhYEHgIlJicGBhUUFhYEFzY2NTQmBHm6RUj%2B%2FORwyUaLurSciKaO0bbAXbZCRwEL3ugBBLmoi46hOIcBH6lxOv3hWktQSzaFARwsTlSLAa%2B9VTGIZKjHODlxzQKCl3VgWWk%2BMG%2Bbb7pYMYhkpsjizX2bc2JFUEFQSGGBqxgbE2VFRlBCUhEUZUVYbQAAAgBmBPAC7wXFAAgAEQAdALAHL7ICBQorWCHYG%2FRZsAvQsAcQsBDQsBAvMDETNDYyFhQGIiYlNDYyFhQGIiZmN2w4OGw3Aa43bDg4bDcFWy09PVo8PCstPj5aPDwAAAMAW%2F%2FrBeYFxAAbACoAOQCVsic6OxESObAnELAD0LAnELA20ACwAEVYsC4vG7EuHD5ZsABFWLA2LxuxNhA%2BWbIDNi4REjmwAy%2B0DwMfAwJdsgouNhESObAKL7QAChAKAl2yDgoDERI5shECCitYIdgb9FmwAxCyGAIKK1gh2Bv0WbIbAwoREjmwNhCyIAQKK1gh2Bv0WbAuELInBAorWCHYG%2FRZMDEBFAYjIiY1NTQ2MzIWFSM0JiMiBhUVFBYzMjY1JRQSBCAkEjU0AiQjIgQCBzQSJCAEEhUUAgQjIiQCBF%2Btnp29v5ugrJJfW15sbF5cXf0BoAETAUABEqCe%2Fu2hoP7sn3O7AUsBgAFKu7T%2BtcbF%2FrW2AlWZodO2brDTpJVjVYp7cXiKVGWErP7bpqYBJayqASKnpf7cqsoBWsfH%2FqbKxf6o0c8BWAAAAgCTArMDDwXEABsAJQBssg4mJxESObAOELAd0ACwAEVYsBUvG7EVHD5ZsgQmFRESObAEL7AA0LICBBUREjmyCwQVERI5sAsvsBUQsg4DCitYIdgb9FmyEQsVERI5sAQQshwDCitYIdgb9FmwCxCyIAQKK1gh2Bv0WTAxASYnBiMiJjU0NjMzNTQjIgYVJzQ2MzIWFREUFyUyNjc1IwYGFRQCagwGTIB3gqesbHxFT6GsiYWaGv6kK1gccFNZAsEiJlZ8Z294NIc2Mwxngo%2BG%2FsRhUXsoG44BPzNe%2F%2F8AZgCXA2QDswAmAJr6%2FgAHAJoBRP%2F%2BAAEAfwF3A74DIAAFABoAsAQvsAHQsAEvsAQQsgIBCitYIdgb9FkwMQEjESE1IQO%2Buv17Az8BdwEIoQAEAFr%2F6wXlBcQADgAeADQAPQCpsjY%2BPxESObA2ELAL0LA2ELAT0LA2ELAj0ACwAEVYsAMvG7EDHD5ZsABFWLALLxuxCxA%2BWbITBAorWCHYG%2FRZsAMQshsECitYIdgb9FmyIAsDERI5sCAvsiIDCxESObAiL7QAIhAiAl2yNSAiERI5sDUvsr81AV20ADUQNQJdsh8CCitYIdgb9FmyKB81ERI5sCAQsC%2FQsC8vsCIQsj0CCitYIdgb9FkwMRM0EiQgBBIVFAIEIyIkAjcUEgQzMiQSNTQCJCMiBAIFESMRITIWFRQHFhcVFBcVIyY0JyYnJzM2NjU0JiMjWrsBSwGAAUq7tP61xsX%2BtbZzoAEToKEBFJ2d%2FuyhoP7snwHAjQEUmamAegERkQ4DEHOwnEhYTmSKAtnKAVrHx%2F6mysX%2BqNHPAVjHrP7bpqkBIqyrASGnpf7c9f6uA1GDfXtBMpo9ViYQJLkRYASAAkI2ST0AAAEAeAUhA0IFsAADABEAsAEvsgIDCitYIdgb9FkwMQEhNSEDQv02AsoFIY8AAgCCA8ACfAXEAAsAFgAvALAARViwAy8bsQMcPlmwDNCwDC%2ByCQIKK1gh2Bv0WbADELISAgorWCHYG%2FRZMDETNDYzMhYVFAYjIiYXMjY1NCYjIgYUFoKVamiTk2hplv82Sko2N0tLBMBonJtpapaWFkc5OktPbEoAAgBhAAAD9QTzAAsADwBGALAJL7AARViwDS8bsQ0QPlmwCRCwANCwCRCyBgEKK1gh2Bv0WbAD0LANELIOAQorWCHYG%2FRZsgUOBhESObQLBRsFAl0wMQEhFSERIxEhNSERMwEhNSECiQFs%2FpSn%2Fn8BgacBQfy9A0MDVpf%2BYgGelwGd%2Bw2YAAABAEICmwKrBbsAFgBUsggXGBESOQCwAEVYsA4vG7EOHD5ZsABFWLAALxuxABQ%2BWbIWAgorWCHYG%2FRZsALQsgMOFhESObAOELIIAgorWCHYG%2FRZsA4QsAvQshQWDhESOTAxASE1ATY1NCYjIgYVIzQ2IBYVFA8CIQKr%2FakBLG1APEtHnacBCJprVLABjwKbbAEaZkUxPUw5cpR%2FbmhrT5EAAQA%2BAo8CmgW6ACYAibIgJygREjkAsABFWLAOLxuxDhw%2BWbAARViwGS8bsRkUPlmyABkOERI5sAAvtm8AfwCPAANdsj8AAXG2DwAfAC8AA12yXwABcrAOELIHAgorWCHYG%2FRZsgoOGRESObAAELImBAorWCHYG%2FRZshQmABESObIdGQ4REjmwGRCyIAIKK1gh2Bv0WTAxATMyNjU0JiMiBhUjNDYzMhYVFAYHFhUUBiMiJjUzFBYzMjY1NCcjAQlUSkg%2FRjlLnaN8iZxGQpWqiISmnk9DRkmcWARlPTAtOjMpYnt5aDdbGSmPan1%2Bay08PDNxAgAAAQB7BNgCHAX%2BAAMAIwCwAi%2ByDwIBXbAA0LAAL7QPAB8AAl2wAhCwA9AZsAMvGDAxATMBIwE84P70lQX%2B%2FtoAAAEAmv5gA%2B4EOgASAFCyDRMUERI5ALAARViwAC8bsQAYPlmwAEVYsAcvG7EHGD5ZsABFWLAQLxuxEBI%2BWbAARViwDS8bsQ0QPlmyBAEKK1gh2Bv0WbILBw0REjkwMQERFhYzMjcRMxEjJwYjIicRIxEBUwFndMc%2BuqcJXaqTUbkEOv2Ho5yYAyD7xnOHSf4rBdoAAQBDAAADQAWwAAoAK7ICCwwREjkAsABFWLAILxuxCBw%2BWbAARViwAC8bsQAQPlmyAQAIERI5MDEhESMiJDU0JDMhEQKGVOb%2B9wEK5gENAgj%2B1tX%2F%2BlAAAAEAkwJrAXkDSQAJABayAwoLERI5ALACL7EICitY2BvcWTAxEzQ2MhYVFAYiJpM5cjs7cjkC2TBAQDAvPz8AAQB0%2Fk0BqgAAAA4AQbIFDxAREjkAsABFWLAALxuxABA%2BWbAARViwBi8bsQYSPlm0EwYjBgJdsgEGABESObEHCitY2BvcWbABELAN0DAxIQcWFRQGIycyNjU0Jic3AR0MmaCPB09XQGIgNBuSYXFrNC8sKgmGAAEAegKiAe8FtwAGAECyAQcIERI5ALAARViwBS8bsQUcPlmwAEVYsAAvG7EAFD5ZsgQABRESObAEL7IDAgorWCHYG%2FRZsgIDBRESOTAxASMRBzUlMwHvndgBYxICogJZOYB1AAACAHoCsgMnBcQADAAaAECyAxscERI5sAMQsBDQALAARViwAy8bsQMcPlmyChsDERI5sAovshADCitYIdgb9FmwAxCyFwMKK1gh2Bv0WTAxEzQ2MzIWFRUUBiAmNRcUFjMyNjU1NCYjIgYHeryam7y7%2Fsy%2Bo2FUU19hU1FgAgRjnsPBpkqfwsKlBmRyc2VOY3JuYQD%2F%2FwBmAJgDeAO1ACYAmw0AAAcAmwFqAAD%2F%2FwBVAAAFkQWtACcAov%2FbApgAJwCcARgACAEHAKUC1gAAABAAsABFWLAFLxuxBRw%2BWTAx%2F%2F8AUAAABckFrQAnAJwA7AAIACcAov%2FWApgBBwCjAx4AAAAQALAARViwCS8bsQkcPlkwMf%2F%2FAG8AAAXtBbsAJwCcAZcACAAnAKUDMgAAAQcApAAxApsAEACwAEVYsCEvG7EhHD5ZMDEAAgBE%2Fn8DeARNABgAIgBXsgkjJBESObAJELAc0ACwEC%2BwAEVYsCEvG7EhGD5ZsgAQIRESObIDEAAREjmwEBCyCQEKK1gh2Bv0WbAQELAM0LIVABAREjmwIRCyGwUKK1gh2Bv0WTAxAQ4DBwcUFjMyNjUzBgYjIiY1NDc3NjUTFAYiJjU0NjIWAkwBKWC4CwJ0bWR9uQLht8TWoG1CwTdsODhsNwKoan92wWMlbXNxW6HMybOtr3FOkgE9LT4%2BLSw8PAAC%2F%2FIAAAdXBbAADwASAHcAsABFWLAGLxuxBhw%2BWbAARViwAC8bsQAQPlmwAEVYsAQvG7EEED5ZshEGABESObARL7ICAQorWCHYG%2FRZsAYQsggBCitYIdgb9FmyCwAGERI5sAsvsgwBCitYIdgb9FmwABCyDgEKK1gh2Bv0WbISBgAREjkwMSEhAyEDIwEhFSETIRUhEyEBIQMHV%2FyND%2F3MzeIDcAO3%2FU0UAk79uBYCwfqvAcgfAWH%2BnwWwmP4pl%2F3tAXgC3QABAFkAzgPdBGMACwA4ALADL7IJDAMREjmwCS%2ByCgkDERI5sgQDCRESObIBCgQREjmwAxCwBdCyBwQKERI5sAkQsAvQMDETAQE3AQEXAQEHAQFZAUr%2BuHcBSQFJd%2F64AUp3%2FrX%2BtQFJAVABT3v%2BsQFPe%2F6x%2FrB7AVH%2BrwAAAwB2%2F6MFHQXsABcAIAApAGayBCorERI5sAQQsB3QsAQQsCbQALAARViwEC8bsRAcPlmwAEVYsAQvG7EEED5ZshoQBBESObIjEAQREjmwIxCwG9CwEBCyHQEKK1gh2Bv0WbAaELAk0LAEELImAQorWCHYG%2FRZMDEBFAIEIyInByM3JhE1NBIkMzIXNzMHFhMFFBcBJiMiAgcFNCcBFjMyEjcFCZD%2B%2BLCrg2GOkL6SAQus1pRnjZ%2BJAvwsYgI0Zqa20QMDFTj921t5uswDAqnW%2FsGoUpvnwAFoU9IBQqt9pf%2B7%2Ftpj9I0DiG%2F%2B6%2FYNtoP8j0ABD%2F0AAgCmAAAEXQWwAA0AFgBXsgkXGBESObAJELAQ0ACwAEVYsAAvG7EAHD5ZsABFWLALLxuxCxA%2BWbIBAAsREjmwAS%2ByEAALERI5sBAvsgkBCitYIdgb9FmwARCyDgEKK1gh2Bv0WTAxAREhMhYWFRQEIyERIxETESEyNjU0JicBYAEXk9x3%2Fvjj%2Fu66ugEVjqCgiAWw%2Fttpwn7C5%2F7HBbD%2BQ%2F3el3h7lwEAAQCL%2F%2BwEagYSACoAabIhKywREjkAsABFWLAFLxuxBR4%2BWbAARViwEy8bsRMQPlmwAEVYsAAvG7EAED5ZsgoTBRESObIOBRMREjmwExCyGgEKK1gh2Bv0WbIgEwUREjmyIwUTERI5sAUQsigBCitYIdgb9FkwMSEjETQ2MzIWFRQGFRQeAhUUBiMiJic3FhYzMjY1NC4CNTQ2NTQmIyIRAUS5z7q0xYBLvFbLtlG1JisxhzVrcUq9V4toWNoEV9Drs599y0UzX5CITJ%2ByLBybICxeUjRgk4pRWc9UXmv%2B2wADAE7%2F7AZ8BE4AKgA1AD0AxrICPj8REjmwAhCwLtCwAhCwOdAAsABFWLAXLxuxFxg%2BWbAARViwHS8bsR0YPlmwAEVYsAAvG7EAED5ZsABFWLAFLxuxBRA%2BWbICHQAREjmyDAUXERI5sAwvtL8MzwwCXbAXELIQAQorWCHYG%2FRZshMMFxESObIaHQAREjmyOh0AERI5sDovtL86zzoCXbIhAQorWCHYG%2FRZsAAQsiUBCitYIdgb9FmyKB0AERI5sCvQsAwQsi8BCitYIdgb9FmwEBCwNtAwMQUgJwYGIyImNTQ2MzM1NCYjIgYVJzQ2MzIWFzY2MzISFRUhFhYzMjc3FwYlMjY3NSMGBhUUFgEiBgchNTQmBO7%2B%2B4hB4o2nvOPd325oaYy48rtzsDI%2FrmnS6P0oB66VlHkvQJ78CUieMuR1jGoDUHOVEQIahhS0Vl6tl52uVWt7blETj7VTU09X%2Fv%2Fpc7C%2FTB%2BIeZZKNu0CblNNXQM0q4sfhJMAAAIAfv%2FsBC0GLAAdACsAVLIHLC0REjmwBxCwKNAAsABFWLAZLxuxGR4%2BWbAARViwBy8bsQcQPlmyDxkHERI5sA8vshEZBxESObIiAQorWCHYG%2FRZsAcQsigBCitYIdgb9FkwMQESERUUBgYjIiYmNTQ2NjMyFyYnByc3Jic3Fhc3FwMnJiYjIgYVFBYzMjY1AzT5ddiGh9x5cM%2BBo3kwjdpJwIS3Oe%2BvvUloAiGLXJGip4B9mQUV%2Fvj%2BZ12e%2FZCB4IaT6YJyw42UY4NbMZ82i4Fk%2FPM4PUm%2Fp4zE4rgAAAMARwCsBC0EugADAA0AFwBOsgcYGRESObAHELAA0LAHELAR0ACwAi%2ByAQEKK1gh2Bv0WbACELEMCitY2BvcWbEGCitY2BvcWbABELEQCitY2BvcWbEWCitY2BvcWTAxASE1IQE0NjIWFRQGIiYRNDYyFhUUBiImBC38GgPm%2FaA5cjs7cjk5cjs7cjkCWLgBOjBAQDAvPj78%2FjBAQDAuPz8AAAMAW%2F96BDQEuAAVAB0AJgBjsgQnKBESObAEELAb0LAEELAj0ACwAEVYsAQvG7EEGD5ZsABFWLAPLxuxDxA%2BWbIjAQorWCHYG%2FRZsiEjBBESObAhELAY0LAEELIbAQorWCHYG%2FRZshkbDxESObAZELAg0DAxEzQ2NjMyFzczBxYRFAYGIyInByM3JhMUFwEmIyIGBTQnARYzMjY1W3vhj25eSXxmw3zgkGhWSnxkzblhAVc%2BSIqoAmZX%2Fqw3QounAief%2FYsqlM2a%2FsCe%2FokjlcuVATfCbwK2INq1tm%2F9UBnbuQACAJX%2BYAQnBgAADwAaAGSyGBscERI5sBgQsAzQALAIL7AARViwDC8bsQwYPlmwAEVYsAYvG7EGEj5ZsABFWLADLxuxAxA%2BWbIFDAMREjmyCgwDERI5sAwQshMBCitYIdgb9FmwAxCyGAEKK1gh2Bv0WTAxARQCIyInESMRMxE2MzISESc0JiMiBxEWMzI2BCfiwcVxublxwsPjuZyIqFRTq4WdAhH3%2FtJ9%2FfcHoP3KhP7a%2FvoEt9SV%2FfuU0wAAAQCbAAABVQQ6AAMAHQCwAEVYsAIvG7ECGD5ZsABFWLAALxuxABA%2BWTAxISMRMwFVuroEOgAAAgBo%2F%2BsHCQXEABcAIwCRsgEkJRESObABELAa0ACwAEVYsAwvG7EMHD5ZsABFWLAOLxuxDhw%2BWbAARViwAC8bsQAQPlmwAEVYsAMvG7EDED5ZsA4QshABCitYIdgb9FmyEwAOERI5sBMvshQBCitYIdgb9FmwABCyFgEKK1gh2Bv0WbADELIYAQorWCHYG%2FRZsAwQsh0BCitYIdgb9FkwMSEhBiMiJgInETQSNjMyFyEVIREhFSERIQUyNxEmIyIGBxEUFgcJ%2FLCycqL%2BjAGL%2FqJ8qgNG%2FS0Cd%2F2JAt37jHFmbWytwgLDFZYBD6sBNawBEZcUnv4snf38Gw4Ejg%2Flz%2F7H0%2BsAAAMAYf%2FsBwAETgAgACwANACWsgY1NhESObAGELAm0LAGELAw0ACwAEVYsAQvG7EEGD5ZsABFWLAKLxuxChg%2BWbAARViwFy8bsRcQPlmwAEVYsB0vG7EdED5ZsgcKFxESObIxChcREjmwMS%2ByDgEKK1gh2Bv0WbAXELISAQorWCHYG%2FRZshQKFxESObIaChcREjmwJNCwBBCyKgEKK1gh2Bv0WbAt0DAxEzQ2NjMyFhc2NjMyFhUVIRYWMzI3FwYjIiYnBgYjIgA1FxQWMzI2NTQmIyIGJSIGByE1NCZheduOick9QcRwz%2Br9Mgekhrx4Son1h80%2FPseG3P74uaCLiaChioeiBC1jlhYCDokCJ6D%2BiXVkZnP%2B63SqxWx%2BhHBkY3EBMP4Jt9jXzrbZ1tajihp9lgAAAQCpBOQDBgYAAAgANACwBC%2BwB9CwBy%2B0DwcfBwJdsgUEBxESORmwBS8YsAHQGbABLxiwBBCwAtCyAwQHERI5MDEBFSMnByM1EzMDBpmWlZn2cATuCqqqDAEQAAACAHkEtAInBlAACQAUACqyAxUWERI5sAMQsA3QALADL7AH0LAHL7I%2FBwFdsAMQsA3QsAcQsBLQMDEBFAYjIiY0NjIWBRQWMzI2NCYjIgYCJ3xbXHt7uHv%2BtUMxMERDMTJCBYBXdXasenpWL0RCYkVGAAABAHsE2QM%2BBegAFwA%2BALADL7AI0LAIL7QPCB8IAl2wAxCwC9CwCy%2BwCBCyDwMKK1gh2Bv0WbADELIUAworWCHYG%2FRZsA8QsBfQMDEBFAYjIi4CIyIGFSc0NjMyHgIzMjY1Az57XCk8YSscKTp8eV0jOGAzHys5BdxshhQ%2BDT8xB2uMFDoSRC3%2F%2FwCiAosEjQMiAEYAn9kATM1AAP%2F%2FAJACiwXJAyIARgCfhABmZkAAAAEAYAQxAXgGEwAIACGyCAkKERI5ALAARViwAC8bsQAePlmyBQkAERI5sAUvMDEBFwYHFSM1NDYBDmpdA7hhBhNIf5OIdGbIAAEAMAQWAUcGAAAIACGyCAkKERI5ALAARViwBC8bsQQePlmyAAkEERI5sAAvMDETJzY3NTMVBgaZaV0DtwFhBBZIgpCQgmTHAAEAJP7lATsAtQAIAB6yCAkKERI5ALAJL7IEBQorWCHYG%2FRZsADQsAAvMDETJzY3NTMVFAaNaVsDuWP%2B5Ul%2FknZkZcr%2F%2FwBoBDECuwYTACYAkwgAAAcAkwFDAAD%2F%2FwA8BBYChgYAACYAlAwAAAcAlAE%2FAAAAAgAk%2FtMCZAD2AAgAEQAwsgoSExESObAKELAF0ACwEi%2ByBAUKK1gh2Bv0WbAA0LAAL7AJ0LAJL7AEELAN0DAxEyc2NzUzFRQGFyc2NzUzFRQGjWlbA7lj3WlbA7ph%2FtNIiZm5pGzTQEiJmbmka9EAAAEAigIXAiIDywANABayCg4PERI5ALADL7EKCitY2BvcWTAxEzQ2MzIWFRUUBiMiJjWKb1xbcm5eXW8DBFdwbV0lV25vWAABAGwAmQIgA7UABgAQALAFL7ICBwUREjmwAi8wMQEBIwE1ATMBHgECjf7ZASeNAib%2BcwGEEwGFAAEAWQCYAg4DtQAGABAAsAAvsgMHABESObADLzAxEwEVASMBAecBJ%2F7ZjgEC%2Fv4Dtf57E%2F57AY4BjwABADsAbgNqBSIAAwAJALAAL7ACLzAxNycBF6NoAsdobkIEckIA%2F%2F8ANgKQArsFpQMHAKUAAAKQABMAsABFWLAJLxuxCRw%2BWbAN0DAxAAABAF%2F%2F7AQcBcQAIwCHshUkJRESOQCwAEVYsBYvG7EWHD5ZsABFWLAJLxuxCRA%2BWbIjCRYREjmwIy%2ByAAIKK1gh2Bv0WbAJELIEAQorWCHYG%2FRZsAAQsAzQsCMQsA%2FQsCMQsB%2FQsB8vtg8fHx8vHwNdsiACCitYIdgb9FmwENCwHxCwE9CwFhCyGwEKK1gh2Bv0WTAxASEWFjMyNxcGIyIAAyM1MzUjNTMSADMyFwcmIyIGByEVIRUhA1H%2BgAS0pXRmFHh4%2BP7jBrKysrIKAR3zaocUbW6ksQYBf%2F6AAYACHcPSIqAeASUBDHyJfQEGAR8foiPLvH2JAAEAqAKLA%2BsDIgADABsAsABFWLACLxuxAhY%2BWbIBAQorWCHYG%2FRZMDEBITUhA%2Bv8vQNDAouXAAIAHwAAA80GFQAVABkAg7IIGhsREjmwCBCwF9AAsABFWLAILxuxCB4%2BWbAARViwAy8bsQMYPlmwAEVYsBEvG7ERGD5ZsABFWLAYLxuxGBg%2BWbAARViwAC8bsQAQPlmwAEVYsBYvG7EWED5ZsAMQsgEBCitYIdgb9FmwCBCyDQEKK1gh2Bv0WbABELAT0LAU0DAxMxEjNTM1NDYzMhcHJiMiBhUVMxUjESEjETPKq6vPvXCrH31xd2nd3QJJuroDq49ctco9nDJra16P%2FFUEOgABADwAAAPpBhUAFgBcALAARViwEi8bsRIePlmwAEVYsAYvG7EGGD5ZsABFWLAJLxuxCRA%2BWbAARViwFi8bsRYQPlmwEhCyAgEKK1gh2Bv0WbAGELIHAQorWCHYG%2FRZsAvQsAYQsA7QMDEBJiMiFRUzFSMRIxEjNTM1NjYzMgURIwMwfEzI5%2Be5q6sBwLFlASu5BWMU0muP%2FFUDq492rbg9%2BigAAAEAegAAAe8DFQAGADUAsABFWLAFLxuxBRY%2BWbAARViwAS8bsQEQPlmyBAUBERI5sAQvsgMCCitYIdgb9FmwAtAwMSEjEQc1JTMB753YAWMSAlk5gHUAAQBCAAACqwMgABYAVLIIFxgREjkAsABFWLAOLxuxDhY%2BWbAARViwAC8bsQAQPlmyFQIKK1gh2Bv0WbAC0LIUFQ4REjmyAw4UERI5sA4QsggCCitYIdgb9FmwDhCwC9AwMSEhNQE2NTQmIyIGFSM0NiAWFRQPAiECq%2F2pASxtQDxLR52nAQiaa1SwAY9sARpmRTE9TDlylH9uaGtPkQABAD7%2F9QKaAyAAJgBxALAARViwDi8bsQ4WPlmwAEVYsBkvG7EZED5ZsgAZDhESOXywAC8YtoAAkACgAANdsA4QsgcCCitYIdgb9FmyCgAHERI5sAAQsiYCCitYIdgb9FmyFCYAERI5sBkQsiACCitYIdgb9FmyHSYgERI5MDEBMzI2NTQmIyIGFSM0NjMyFhUUBgcWFRQGIyImNTMUFjMyNjU0JyMBCVRKSD9GOUudo3yJnEZClaqIhKaeT0NGSZxYAcs9MC06Mylie3loN1sZKY9qfX5rLTw8M3ECAAACADYAAAK7AxUACgAOAEkAsABFWLAJLxuxCRY%2BWbAARViwBC8bsQQQPlmyAQkEERI5sAEvsgICCitYIdgb9FmwBtCwARCwC9CyCAsGERI5sg0JBBESOTAxATMVIxUjNSEnATMBMxEHAlBra53%2BiQYBeaH%2BhN8RASuCqalmAgb%2BFgEhHP%2F%2FACUCHwINArYCBgARAAAAAgAlAAAE5AWwAA8AHQBmALAARViwBS8bsQUcPlmwAEVYsAAvG7EAED5ZsgQABRESObAEL7LPBAFdsi8EAV2ynwQBcbIBAQorWCHYG%2FRZsBHQsAAQshIBCitYIdgb9FmwBRCyGwEKK1gh2Bv0WbAEELAc0DAxMxEjNTMRITIEEhcVFAIEBxMhETMyEjc1NAInIxEhx6KiAZu%2BASSfAZ%2F%2B2cRH%2FubJ3vcB6dbgARoCmpcCf6j%2Bysldzv7KpgICmv4DARL5XfgBEwL%2BHwD%2F%2FwAcAAAFHQc0AiYAJQAAAQcARAEwATYAFACwAEVYsAQvG7EEHD5ZsQwI9DAx%2F%2F8AHAAABR0HNAImACUAAAEHAHUBvwE2ABQAsABFWLAFLxuxBRw%2BWbENCPQwMf%2F%2FABwAAAUdBzYCJgAlAAABBwCOAMkBNgAUALAARViwBC8bsQQcPlmxDwb0MDH%2F%2FwAcAAAFHQciAiYAJQAAAQcAkADFAToAFACwAEVYsAUvG7EFHD5ZsQ4E9DAx%2F%2F8AHAAABR0G%2BwImACUAAAEHAGoA%2BQE2ABcAsABFWLAELxuxBBw%2BWbERBPSwG9AwMQD%2F%2FwAcAAAFHQeRAiYAJQAAAQcAjwFQAUEAFwCwAEVYsAQvG7EEHD5ZsQ4G9LAY0DAxAP%2F%2FAHf%2BRATYBcQCJgAnAAAABwB5AdL%2F9%2F%2F%2FAKkAAARGB0ACJgApAAABBwBEAPsBQgAUALAARViwBi8bsQYcPlmxDQj0MDH%2F%2FwCpAAAERgdAAiYAKQAAAQcAdQGKAUIAFACwAEVYsAYvG7EGHD5ZsQ4I9DAx%2F%2F8AqQAABEYHQgImACkAAAEHAI4AlAFCABQAsABFWLAGLxuxBhw%2BWbEQBvQwMf%2F%2FAKkAAARGBwcCJgApAAABBwBqAMQBQgAXALAARViwBi8bsQYcPlmxEgT0sBvQMDEA%2F%2F%2F%2F4AAAAYEHQAImAC0AAAEHAET%2FpwFCABQAsABFWLACLxuxAhw%2BWbEFCPQwMf%2F%2FALAAAAJRB0ACJgAtAAABBwB1ADUBQgAUALAARViwAy8bsQMcPlmxBgj0MDH%2F%2F%2F%2FpAAACRgdCAiYALQAAAQcAjv9AAUIAFACwAEVYsAIvG7ECHD5ZsQgG9DAx%2F%2F%2F%2F1gAAAl8HBwImAC0AAAEHAGr%2FcAFCABcAsABFWLACLxuxAhw%2BWbEKBPSwFNAwMQD%2F%2FwCpAAAFCAciAiYAMgAAAQcAkAD7AToAFACwAEVYsAYvG7EGHD5ZsQ0E9DAx%2F%2F8Adv%2FsBQkHNgImADMAAAEHAEQBUgE4ABQAsABFWLANLxuxDRw%2BWbEhCPQwMf%2F%2FAHb%2F7AUJBzYCJgAzAAABBwB1AeEBOAAUALAARViwDS8bsQ0cPlmxIgj0MDH%2F%2FwB2%2F%2BwFCQc4AiYAMwAAAQcAjgDrATgAFACwAEVYsA0vG7ENHD5ZsSIG9DAx%2F%2F8Adv%2FsBQkHJAImADMAAAEHAJAA5wE8ABQAsABFWLANLxuxDRw%2BWbEjBPQwMf%2F%2FAHb%2F7AUJBv0CJgAzAAABBwBqARsBOAAXALAARViwDS8bsQ0cPlmxJwT0sDDQMDEA%2F%2F8AjP%2FsBKoHNAImADkAAAEHAEQBKwE2ABQAsABFWLAKLxuxChw%2BWbEUCPQwMf%2F%2FAIz%2F7ASqBzQCJgA5AAABBwB1AboBNgAUALAARViwEi8bsRIcPlmxFQj0MDH%2F%2FwCM%2F%2BwEqgc2AiYAOQAAAQcAjgDEATYAFACwAEVYsAovG7EKHD5ZsRcG9DAx%2F%2F8AjP%2FsBKoG%2BwImADkAAAEHAGoA9AE2ABcAsABFWLAKLxuxChw%2BWbEZBPSwI9AwMQD%2F%2FwAPAAAEuwc0AiYAPQAAAQcAdQGIATYAFACwAEVYsAEvG7EBHD5ZsQsI9DAx%2F%2F8Abf%2FsA%2BoF%2FgImAEUAAAEHAEQA1QAAABQAsABFWLAXLxuxFxg%2BWbEqCfQwMf%2F%2FAG3%2F7APqBf4CJgBFAAABBwB1AWQAAAAUALAARViwFy8bsRcYPlmxKwn0MDH%2F%2FwBt%2F%2BwD6gYAAiYARQAAAQYAjm4AABQAsABFWLAXLxuxFxg%2BWbErAfQwMf%2F%2FAG3%2F7APqBewCJgBFAAABBgCQagQAFACwAEVYsBcvG7EXGD5ZsSwB9DAx%2F%2F8Abf%2FsA%2BoFxQImAEUAAAEHAGoAngAAABcAsABFWLAXLxuxFxg%2BWbEwAfSwOdAwMQD%2F%2FwBt%2F%2BwD6gZbAiYARQAAAQcAjwD1AAsAFwCwAEVYsBcvG7EXGD5ZsSwE9LA20DAxAP%2F%2FAFz%2BRAPsBE4CJgBHAAAABwB5AT%2F%2F9%2F%2F%2FAF3%2F7APzBf4CJgBJAAABBwBEAMUAAAAUALAARViwCC8bsQgYPlmxHwn0MDH%2F%2FwBd%2F%2BwD8wX%2BAiYASQAAAQcAdQFUAAAAFACwAEVYsAgvG7EIGD5ZsSAJ9DAx%2F%2F8AXf%2FsA%2FMGAAImAEkAAAEGAI5eAAAUALAARViwCC8bsQgYPlmxIAH0MDH%2F%2FwBd%2F%2BwD8wXFAiYASQAAAQcAagCOAAAAFwCwAEVYsAgvG7EIGD5ZsSUB9LAu0DAxAP%2F%2F%2F8YAAAFnBf0CJgCLAAABBgBEjf8AFACwAEVYsAIvG7ECGD5ZsQUJ9DAx%2F%2F8AlgAAAjcF%2FQImAIsAAAEGAHUb%2FwAUALAARViwAy8bsQMYPlmxBgn0MDH%2F%2F%2F%2FPAAACLAX%2FAiYAiwAAAQcAjv8m%2F%2F8AFACwAEVYsAIvG7ECGD5ZsQgB9DAx%2F%2F%2F%2FvAAAAkUFxAImAIsAAAEHAGr%2FVv%2F%2FABcAsABFWLACLxuxAhg%2BWbELAfSwFNAwMQD%2F%2FwCMAAAD3wXsAiYAUgAAAQYAkGEEABQAsABFWLADLxuxAxg%2BWbEVAfQwMf%2F%2FAFv%2F7AQ0Bf4CJgBTAAABBwBEAM8AAAAUALAARViwBC8bsQQYPlmxHQn0MDH%2F%2FwBb%2F%2BwENAX%2BAiYAUwAAAQcAdQFeAAAAFACwAEVYsAQvG7EEGD5ZsR4J9DAx%2F%2F8AW%2F%2FsBDQGAAImAFMAAAEGAI5oAAAUALAARViwBC8bsQQYPlmxHgH0MDH%2F%2FwBb%2F%2BwENAXsAiYAUwAAAQYAkGQEABQAsABFWLAELxuxBBg%2BWbEfAfQwMf%2F%2FAFv%2F7AQ0BcUCJgBTAAABBwBqAJgAAAAXALAARViwBC8bsQQYPlmxIwH0sCzQMDEA%2F%2F8AiP%2FsA9wF%2FgImAFkAAAEHAEQAxwAAABQAsABFWLAHLxuxBxg%2BWbESCfQwMf%2F%2FAIj%2F7APcBf4CJgBZAAABBwB1AVYAAAAUALAARViwDS8bsQ0YPlmxEwn0MDH%2F%2FwCI%2F%2BwD3AYAAiYAWQAAAQYAjmAAABQAsABFWLAHLxuxBxg%2BWbEVAfQwMf%2F%2FAIj%2F7APcBcUCJgBZAAABBwBqAJAAAAAXALAARViwBy8bsQcYPlmxGAH0sCHQMDEA%2F%2F8AFv5LA7AF%2FgImAF0AAAEHAHUBGwAAABQAsABFWLABLxuxARg%2BWbESCfQwMf%2F%2FABb%2BSwOwBcUCJgBdAAABBgBqVQAAFwCwAEVYsA8vG7EPGD5ZsRcB9LAg0DAxAAAAAAEAAADeAI8AFgBUAAUAAQAAAAAADgAAAgACFAAGAAEAAABhAGEAYQBhAGEAkwC4ATgBqgI6As0C5AMOAzgDawOQA68DxQPmA%2F0ESgR4BMcFPAV%2FBd8GPgZrBt8HRgdbB3AHjwe2B9UIMwjWCRUJdAnICg0KTQqDCusLLQtIC3sL0Av0DEIMfgzTDR4Ngw3fDkoOdA62DuYPOw%2BQD8AP%2BBAcEDMQWBB%2FEJoQuhEyEZAR4xJBEqgS%2BhN0E7kT8RQ9FJQUrxUaFWUVsxYXFngWtRcfF3EXuBfoGDYYfRjCGPoZOxlSGZIZ2RoMGmga2hs9G5wbuxxgHI8dNR2jHa8dzB6EHpoe1h8ZH2kf5CAEIE0geSCYINMhBSFPIVshdSGPIakiCiJtIqsjJiN6I%2BokqCUXJWgl2SY4JlMm1idwJ54n1ygbKCUoLyhTKHcomSilKLEo6SkMKSgpRSlYKWwp6CoDKmsqvSroKzcrpivoK%2Bgr8CxWLG0shCybLLIsyyzkLPAtBy0eLTUtTi1lLXwtky2sLcMt2i3xLgguHy44Lk8uZi59LpYurS7ELtsu8S8HLyAvOS9FL1wvcy%2BJL6IvuC%2FOL%2BUv%2FjAUMCswQjBYMG4whzCeMLUwyzDkMPsxEwAAAAEAAAACAAAwG1GuXw889QAbCAAAAAAAxPARLgAAAADQ206a%2Bhv91QkwCHMAAAAJAAIAAAAAAAADjABkAAAAAAAAAAAB%2BwAAAfsAAAIPAKACjwCIBO0AdwR%2BAG4F3ABpBPkAZQFlAGcCvACFAsgAJgNyABwEiQBOAZIAHQI1ACUCGwCQA0wAEgR%2BAHMEfgCqBH4AXQR%2BAF4EfgA1BH4AmgR%2BAIQEfgBNBH4AcAR%2BAGQB8ACGAbEAKQQRAEgEZACYBC4AhgPHAEsHLwBqBTgAHAT7AKkFNQB3BT8AqQSMAKkEbACpBXMAegW0AKkCLQC3BGoANQUEAKkETgCpBvwAqQW0AKkFgAB2BQwAqQWAAG0E7QCoBL8AUATGADEFMACMBRcAHAcZAD0FBAA5BM4ADwTKAFYCHwCSA0gAKAIfAAkDWABAA5wABAJ5ADkEWgBtBH0AjAQwAFwEgwBfBD0AXQLHADwEfQBgBGgAjAHxAI0B6f%2B%2FBA4AjQHxAJwHAwCLBGoAjASQAFsEfQCMBIwAXwK1AIwEIABfAp0ACQRpAIgD4AAhBgMAKwP3ACkDyQAWA%2FcAWAK1AEAB8wCvArUAEwVxAIMB8wCLBGAAaQSmAFsFtABpBNgAHwHrAJME6ABaA1gAZgZJAFsDkwCTA8EAZgRuAH8GSgBaA6oAeAL9AIIERgBhAu8AQgLvAD4CggB7BIgAmgPpAEMCFgCTAfsAdALvAHoDowB6A8AAZgXcAFUGNQBQBjkAbwPJAEQHev%2FyBEQAWQWAAHYEugCmBMIAiwbBAE4EsAB%2BBJEARwSIAFsEnACVAfoAmwehAGgHRABhA8QAqQKtAHkDxgB7BUAAogY%2FAJABmQBgAZkAMAGXACQC1ABoAtsAPALBACQCsgCKAmYAbAJmAFkDowA7Au8ANgR%2BAF8EkgCoBG4AHwSLADwC7wB6Au8AQgLvAD4C7wA2AfsAAAI1ACUFXQAlBTgAHAU4ABwFOAAcBTgAHAU4ABwFOAAcBTUAdwSMAKkEjACpBIwAqQSMAKkCLf%2FgAi0AsAIt%2F%2BkCLf%2FWBbQAqQWAAHYFgAB2BYAAdgWAAHYFgAB2BTAAjAUwAIwFMACMBTAAjATOAA8EWgBtBFoAbQRaAG0EWgBtBFoAbQRaAG0EMABcBD0AXQQ9AF0EPQBdBD0AXQH6%2F8YB%2BgCWAfr%2FzwH6%2F7wEagCMBJAAWwSQAFsEkABbBJAAWwSQAFsEaQCIBGkAiARpAIgEaQCIA8kAFgAWAAAAAQAAB2z%2BDAAACUn6G%2F5KCTAAAQAAAAAAAAAAAAAAAAAAAN0AAwSFAZAABQAABZoFMwAAAR8FmgUzAAAD0QBmAgAAAAIAAAAAAAAAAADgAAr%2FUAAhfwAAACEAAAAAR09PRwBAAAD%2F%2FQYA%2FgAAZgeaAgAgAAGfAAAAAAQ6BbAAIAAgAAIAAAABAAAA4AkJBAAAAgICAwYFBwYCAwMEBQICAgQFBQUFBQUFBQUFAgIFBQUECAYGBgYFBQYGAgUGBQgGBgYGBgUFBgYIBgUFAgQCBAQDBQUFBQUDBQUCAgUCCAUFBQUDBQMFBAcEBAQDAgMG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9AAsCovsDMvsABFWLADLxuxAw8%2BWbAARViwCC8bsQgPPlmyBTMIERI5sg8zCBESObAPL7AIELI6AgorWCHYG%2FRZsBXQsDMQshsCCitYIdgb9FmwKhCyIwIKK1gh2Bv0WbAPELJAAgorWCHYG%2FRZMDEBBgIjIicGBiMiJjc2EjYzMhYXAwYzMjY3EgAhIgQCBwYSBDMyNjcXBgYjIiQnJhMSEiQzMgQSAQYWMzI2NxMmIyIGBs0M3r61PTOHSpKXEhB%2Fw25UgVc0E4VmgwYR%2FsH%2BwMT%2B0bIJDIsBH89Ut0AmPc9p%2Fv6UW14LDN4Bgfb5AWey%2FAMNSlE2YB4tMi9vjAIG%2Bv7fmkxM8MmjAQaPKkL9zcbbrgFxAYjE%2Fo3t8f6jtigiiSgx18zTASYBEgG18tv%2BZf6MiI1fUwHtE9EAAgASAAAFQgWwAAcACgBGALAARViwBC8bsQQfPlmwAEVYsAIvG7ECDz5ZsABFWLAGLxuxBg8%2BWbIJBAIREjmwCS%2ByAAEKK1gh2Bv0WbIKBAIREjkwMQEhAyEBMwEhASEDA8P9zHb%2B%2BQIm4wIn%2Fvj9nAGm0wFT%2Fq0FsPpQAh8CXAADAJQAAASjBbAADgAWAB8AbbICICEREjmwAhCwEdCwAhCwHtAAsABFWLABLxuxAR8%2BWbAARViwAC8bsQAPPlmyFwABERI5sBcvsh8XAXGyDwEKK1gh2Bv0WbIIDxcREjmwABCyEAEKK1gh2Bv0WbABELIeAQorWCHYG%2FRZMDEzESEyBBUUBgcWFhUUBCMBESEyNjU0JyUzMjY1NCYjI5QB8%2FcBAmxodoH%2B%2BfX%2B6gEZd4bo%2FtL4doV7gvYFsMbEZKAsILF8zdwCkf45dmnjBbprYmxgAAEAZv%2FsBOsFxAAdAECyAx4fERI5ALAARViwDC8bsQwfPlmwAEVYsAMvG7EDDz5ZsAwQshMBCitYIdgb9FmwAxCyGgEKK1gh2Bv0WTAxAQYAIyIkAic1NBIkMzIAFyMmJiMiBgcVFBYzMjY3BOsW%2FtT5rv73kAOSARGz8QEmGPwSk46lsQKpo5WWFAHa6f77pQEwyYjOATqq%2FvrvnYvx6YHs%2BIacAAACAJQAAATSBbAACwAVAEayAhYXERI5sAIQsBXQALAARViwAS8bsQEfPlmwAEVYsAAvG7EADz5ZsAEQsgwBCitYIdgb9FmwABCyDQEKK1gh2Bv0WTAxMxEhMgQSFRUUAgQjAxEzMjY3NTQmI5QBrsEBK6Sl%2Fs%2FFpqXH1QLOxAWwrP7EzEnP%2FsaqBOT75vnpUe36AAEAlAAABEwFsAALAE4AsABFWLAGLxuxBh8%2BWbAARViwBC8bsQQPPlmyCwYEERI5sAsvsgABCitYIdgb9FmwBBCyAgEKK1gh2Bv0WbAGELIIAQorWCHYG%2FRZMDEBIREhFSERIRUhESED5%2F2qArv8SAOx%2FUwCVgKK%2FkDKBbDM%2Fm4AAQCUAAAEMQWwAAkAQACwAEVYsAQvG7EEHz5ZsABFWLACLxuxAg8%2BWbIJBAIREjmwCS%2ByAAEKK1gh2Bv0WbAEELIGAQorWCHYG%2FRZMDEBIREjESEVIREhA9v9tv0Dnf1gAkoCaf2XBbDM%2Fk8AAQBq%2F%2BwE8AXEAB4AVbILHyAREjkAsABFWLALLxuxCx8%2BWbAARViwAy8bsQMPPlmwCxCyEQEKK1gh2Bv0WbADELIYAQorWCHYG%2FRZsh4LAxESObAeL7IbAQorWCHYG%2FRZMDElBgQjIiQCJzUQACEyBBcjAiEiBgcVFBIzMjcRITUhBPBP%2Fuiyt%2F7mmQMBPAEb8wEeHfgq%2FvmqsQPHscJS%2FtQCKL1naqYBNc5yAUoBc%2FDiAQf17XDs%2FvtYAR3AAAEAlAAABRgFsAALAEwAsABFWLAGLxuxBh8%2BWbAARViwCi8bsQofPlmwAEVYsAAvG7EADz5ZsABFWLAELxuxBA8%2BWbIJBgAREjmwCS%2ByAgEKK1gh2Bv0WTAxISMRIREjETMRIREzBRj8%2FXX9%2FQKL%2FAKH%2FXkFsP2iAl4AAQCjAAABnwWwAAMAHQCwAEVYsAIvG7ECHz5ZsABFWLAALxuxAA8%2BWTAxISMRMwGf%2FPwFsAAAAQAt%2F%2BwD5AWwAA8AL7IFEBEREjkAsABFWLAALxuxAB8%2BWbAARViwBS8bsQUPPlmyDAEKK1gh2Bv0WTAxATMRFAQjIiY1MxQWMzI2NQLo%2FP771uT4%2FHNtZnkFsPwD0fbmzXR1h3cAAQCUAAAFGAWwAAwAUwCwAEVYsAQvG7EEHz5ZsABFWLAILxuxCB8%2BWbAARViwAi8bsQIPPlmwAEVYsAsvG7ELDz5ZsgAEAhESObRqAHoAAl2yBgQCERI5tGUGdQYCXTAxAQcRIxEzETcBIQEBIQI2pf39jAGqATL94wI8%2FtQCda%2F%2BOgWw%2FVWtAf79e%2FzVAAEAlAAABCYFsAAFACgAsABFWLAELxuxBB8%2BWbAARViwAi8bsQIPPlmyAAEKK1gh2Bv0WTAxJSEVIREzAZEClfxu%2FcrKBbAAAAEAlAAABmoFsAAOAG4AsABFWLAALxuxAB8%2BWbAARViwAi8bsQIfPlmwAEVYsAQvG7EEDz5ZsABFWLAILxuxCA8%2BWbAARViwDC8bsQwPPlmyAQAEERI5tGUBdQECXbIHAAQREjm0agd6BwJdsgoABBESObRqCnoKAl0wMQkCIREjERMBIwETESMRAdwBpAGjAUf8Gf5Stf5TGfwFsPukBFz6UAHgAoL7ngRh%2FX%2F%2BIAWwAAABAJQAAAUXBbAACQBMsgEKCxESOQCwAEVYsAUvG7EFHz5ZsABFWLAILxuxCB8%2BWbAARViwAC8bsQAPPlmwAEVYsAMvG7EDDz5ZsgIFABESObIHBQAREjkwMSEjAREjETMBETMFF%2F39d%2F39Aov7BAn79wWw%2B%2FMEDQACAGb%2F7AUeBcQAEAAeAEayBB8gERI5sAQQsBTQALAARViwDC8bsQwfPlmwAEVYsAQvG7EEDz5ZsAwQshQBCitYIdgb9FmwBBCyGwEKK1gh2Bv0WTAxARQCBCMiJAInNTQSJCAEEhcHNAIjIgIHFRQSMzISNQUelP7ts7H%2B65cBlwETAWQBE5YB%2FbeopLkCu6aotQKy1v69ra0BQNFS1QFGrav%2Bv9UF8gEC%2Fv%2FrVPD%2B%2BgEA9gACAJQAAATUBbAACgATAE2yChQVERI5sAoQsAzQALAARViwAy8bsQMfPlmwAEVYsAEvG7EBDz5ZsgsBAxESObALL7IAAQorWCHYG%2FRZsAMQshMBCitYIdgb9FkwMQERIxEhMgQVFAQjJSEyNjU0JichAZH9Ai30AR%2F%2B5%2F3%2B0wEwh46Qfv7JAh394wWw%2FtHW7st%2FeHaNAgACAGD%2FBAUaBcQAFQAjAEayCCQlERI5sAgQsCDQALAARViwES8bsREfPlmwAEVYsAgvG7EIDz5ZsBEQshkBCitYIdgb9FmwCBCyIAEKK1gh2Bv0WTAxARQCBxcHJQYjIiQCJzU0EiQzMgQSFwc0JiMiAgcVFBIzMhI1BRmDdvqk%2Fso9RrD%2B65cBlwETsbQBE5YB%2Frioo7kCuaeptQKyz%2F7RWcOU9Q2tAUDRUtUBRq2r%2Fr%2FVBfb%2B%2Fv%2FqVez%2B9gEA9gACAJQAAATeBbAADgAXAFqyBRgZERI5sAUQsBDQALAARViwBC8bsQQfPlmwAEVYsAIvG7ECDz5Zsg8CBBESObAPL7IBAQorWCHYG%2FRZsgsBDxESObACELAO0LAEELIXAQorWCHYG%2FRZMDEBIREjESEyBBUUBgcBFSEBITI2NTQmJyECq%2F7m%2FQIA%2FAESjX4BR%2F7x%2FcIBBICQhYT%2B9QIx%2Fc8FsOLWksU1%2FaENAvyBcHWAAgAAAQBK%2F%2BwEigXEACcAY7IRKCkREjkAsABFWLAJLxuxCR8%2BWbAARViwHS8bsR0PPlmyAh0JERI5sg4JHRESObAJELIRAQorWCHYG%2FRZsAIQshcBCitYIdgb9FmyIh0JERI5sB0QsiUBCitYIdgb9FkwMQE0JiQnJjU0JDMyFhYVIzQmIyIGFRQWBBYWFRQEIyIkJjUzFBYzMjYDjYf%2BoGjHAR%2FlmO6I%2FI%2BFfImUAVTOYP7p757%2B95P9pJmEhQF3YGhqQX3JsORwz35ygWpfUGtlgadwttd1zol8iGsAAAEALQAABLAFsAAHAC4AsABFWLAGLxuxBh8%2BWbAARViwAi8bsQIPPlmwBhCyAAEKK1gh2Bv0WbAE0DAxASERIxEhNSEEsP46%2B%2F4%2BBIME5PscBOTMAAEAff%2FsBL0FsAAQADyyBBESERI5ALAARViwCS8bsQkfPlmwAEVYsBAvG7EQHz5ZsABFWLAELxuxBA8%2BWbINAQorWCHYG%2FRZMDEBERQAIyIANREzERQWMyAREQS9%2Ftf3%2Bv7a%2FJSQASQFsPwz6P7xAQvtA8z8MpKaATQDxgABABIAAAUdBbAABgA4sgAHCBESOQCwAEVYsAEvG7EBHz5ZsABFWLAFLxuxBR8%2BWbAARViwAy8bsQMPPlmyAAEDERI5MDEBASEBIwEhApUBcgEW%2FfT1%2FfYBFQE9BHP6UAWwAAEAMAAABuUFsAAMAGCyBQ0OERI5ALAARViwAS8bsQEfPlmwAEVYsAgvG7EIHz5ZsABFWLALLxuxCx8%2BWbAARViwAy8bsQMPPlmwAEVYsAYvG7EGDz5ZsgABAxESObIFAQMREjmyCgEDERI5MDEBEzMBIwEBIwEzEwEzBQrg%2B%2F6w8v7r%2FuXz%2FrD74gEW1AFoBEj6UAQn%2B9kFsPu6BEYAAQApAAAE6QWwAAsAUwCwAEVYsAEvG7EBHz5ZsABFWLAKLxuxCh8%2BWbAARViwBC8bsQQPPlmwAEVYsAcvG7EHDz5ZsgABBBESObIGAQQREjmyAwAGERI5sgkGABESOTAxAQEhAQEhAQEhAQEhAokBMgEk%2FkgBwv7Z%2Fsf%2Bxv7aAcP%2BRwEkA6ICDv0u%2FSICFv3qAt4C0gAAAQAHAAAE1gWwAAgAMQCwAEVYsAEvG7EBHz5ZsABFWLAHLxuxBx8%2BWbAARViwBC8bsQQPPlmyAAEEERI5MDEBASEBESMRASECbwFPARj%2BGP7%2BFwEZAv4Csvxo%2FegCGAOYAAABAFAAAASMBbAACQBEALAARViwBy8bsQcfPlmwAEVYsAIvG7ECDz5ZsgABCitYIdgb9FmyBAACERI5sAcQsgUBCitYIdgb9FmyCQUHERI5MDElIRUhNQEhNSEVAYIDCvvEAvH9FAQfysqkBEDMoAAAAQCE%2FrwCHAaOAAcAIgCwBC%2BwBy%2ByAAEKK1gh2Bv0WbAEELIDAQorWCHYG%2FRZMDEBIxEzFSERIQIcpaX%2BaAGYBdD5qb0H0gAAAQAU%2F4MDZAWwAAMAEwCwAi%2BwAEVYsAAvG7EAHz5ZMDETMwEjFPACYPAFsPnTAAEADP68AaYGjgAHACUAsAIvsAEvsAIQsgUBCitYIdgb9FmwARCyBgEKK1gh2Bv0WTAxEyERITUzESMMAZr%2BZqenBo74Lr0GVwAAAQA1AtkDNQWwAAYAJ7IABwgREjkAsABFWLADLxuxAx8%2BWbAA0LIBBwMREjmwAS%2BwBdAwMQEDIwEzASMBtbLOASurASrNBKb%2BMwLX%2FSkAAQAD%2F0EDmAAAAAMAGwCwAEVYsAMvG7EDDz5ZsgABCitYIdgb9FkwMQUhNSEDmPxrA5W%2FvwAAAQAxBNECCQYAAAMAJACwAS%2ByDwEBXbAD0LADL7QPAx8DAl2yAAEDERI5GbAALxgwMQEjASECCcr%2B8gEVBNEBLwAAAgBa%2F%2BwD%2BwROAB4AKQCFshcqKxESObAXELAg0ACwAEVYsBcvG7EXGz5ZsABFWLAELxuxBA8%2BWbAARViwAC8bsQAPPlmyAhcEERI5sgsXBBESObALL7AXELIPAQorWCHYG%2FRZshILDxESOUAJDBIcEiwSPBIEXbAEELIfAQorWCHYG%2FRZsAsQsiMHCitYIdgb9FkwMSEmJwYjIiY1NCQzMzU0JiMiBhUjNDY2MzIWFxEUFxUlMjY3NSMiBhUUFgMDEAx0qKPOAQHvlV5gU2rzdst9vuIDKf39SH8gg4eIXR9GebqJrblHVGVTQFmbWL%2Bt%2FhiSVxGvRjvMXlZGUwACAHz%2F7AQyBgAADwAbAGSyExwdERI5sBMQsAzQALAJL7AARViwDC8bsQwbPlmwAEVYsAMvG7EDDz5ZsABFWLAGLxuxBg8%2BWbIFDAMREjmyCgwDERI5sAwQshMBCitYIdgb9FmwAxCyGAEKK1gh2Bv0WTAxARQCIyInByMRMxE2MzISESc0JiMiBxEWMzI2NwQy4cW%2Bagzc82myxuLzfHaeQEGfcnwCAhL8%2FtaJdQYA%2FdJ8%2Ftr%2B%2BAewsIr%2BQo2qrAABAE%2F%2F7AP1BE4AHABLsgAdHhESOQCwAEVYsA8vG7EPGz5ZsABFWLAILxuxCA8%2BWbIAAQorWCHYG%2FRZsgMIDxESObITDwgREjmwDxCyFgEKK1gh2Bv0WTAxJTI2NzMOAiMiABE1NAAzMhYXIyYmIyIGBxUUFgI5W3gE5QR2ynXj%2FvYBCOTB8wblBHdcdoABf65qTmWvZgEmAQMZ9wEp4bddeKuuJ7CtAAACAE%2F%2F7AQDBgAADgAZAGSyFxobERI5sBcQsAPQALAGL7AARViwAy8bsQMbPlmwAEVYsAwvG7EMDz5ZsABFWLAILxuxCA8%2BWbIFAwwREjmyCgMMERI5sAwQshIBCitYIdgb9FmwAxCyFwEKK1gh2Bv0WTAxEzQSMzIXETMRIycGIyICNxQWMzI3ESYjIgZP6MOsavPcDG22vuvzf3WVRUOVdoACJfoBL3gCKvoAcIQBMvKluYUBzoK7AAACAFP%2F7AQLBE4AFQAdAIOyFh4fERI5sBYQsAjQALAARViwCC8bsQgbPlmwAEVYsAAvG7EADz5ZshoACBESObAaL7S%2FGs8aAl20XxpvGgJxtB8aLxoCcbTvGv8aAnGyjBoBXbIMBworWCHYG%2FRZsAAQshABCitYIdgb9FmyEggAERI5sAgQshYBCitYIdgb9FkwMQUiADU1NDY2MzISERUhFhYzMjcXBgYDIgYHITUmJgJZ5%2F7hfeKL3fH9PQudd6dpg0HZpGR7EQHPCHIUASPyHqL%2Fjv7m%2Fv5ihpyHfWFrA5%2BMfRJ6fQAAAQAtAAAC1gYVABQAU7IHFRYREjkAsABFWLAILxuxCCE%2BWbAARViwBC8bsQQbPlmwAEVYsAAvG7EADz5ZsAQQsBDQshMBCitYIdgb9FmwAdCwCBCyDQEKK1gh2Bv0WTAxMxEjNTM1NDYzMhcHJiMiFRUzFSMR0qWlyLRASAYoNa7c3AOGtGO0xBK%2BCLNgtPx6AAACAFL%2BVgQMBE4AGQAkAIOyIiUmERI5sCIQsAvQALAARViwAy8bsQMbPlmwAEVYsAYvG7EGGz5ZsABFWLALLxuxCxE%2BWbAARViwFy8bsRcPPlmyBQMXERI5sAsQshEBCitYIdgb9FmyDxEXERI5shUDFxESObAXELIdAQorWCHYG%2FRZsAMQsiIBCitYIdgb9FkwMRM0EjMyFzczERQEIyImJzcWMzI2NTUGIyICNxQWMzI3ESYjIgZS7cS5agvb%2Fvfhd%2BM7c3CkeYxpr77x8oV2k0dFk3iFAiX8AS2Bbfvn1fZjUJKFg39JdQEu9qO7fgHce74AAQB5AAAD%2BAYAABAAQrIKERIREjkAsBAvsABFWLACLxuxAhs%2BWbAARViwDS8bsQ0PPlmwAEVYsAYvG7EGDz5ZsAIQsgoBCitYIdgb9FkwMQE2MyATESMRNCYjIgcRIxEzAWx3tgFaBfNhXpJI8%2FMDxIr%2Bdf09ArpwXYL8%2BwYAAAACAH0AAAGQBdUAAwANAD6yBg4PERI5sAYQsAHQALAARViwAi8bsQIbPlmwAEVYsAEvG7EBDz5ZsAIQsAzQsAwvsgYNCitYIdgb9FkwMSEjETMBNDYyFhUUBiImAX%2Fz8%2F7%2BR4RISIRHBDoBGThKSjg3SUkAAAL%2Ftf5LAYUF1QAMABYASbIDFxgREjmwAxCwENAAsABFWLAMLxuxDBs%2BWbAARViwBC8bsQQRPlmyCQEKK1gh2Bv0WbAMELAV0LAVL7IPDQorWCHYG%2FRZMDEBERQGIyInNRYzMjcRAzQ2MhYVFAYiJgF6pZ9DPiYweQMVR4RISIRHBDr7ZqavEcAJhASjARk4Sko4N0lJAAEAfQAABDYGAAAMAFMAsABFWLAELxuxBCE%2BWbAARViwCC8bsQgbPlmwAEVYsAIvG7ECDz5ZsABFWLALLxuxCw8%2BWbIACAIREjm0agB6AAJdsgYIAhESObRlBnUGAl0wMQEHESMRMxE3ASEBASEB3Gzz80wBKwEk%2Fm4Bvf7nAdBv%2Fp8GAPyKXwFR%2Fj39iQABAIwAAAF%2FBgAAAwAdALAARViwAi8bsQIhPlmwAEVYsAAvG7EADz5ZMDEhIxEzAX%2Fz8wYAAAABAHwAAAZ5BE4AHQB3sgQeHxESOQCwAEVYsAMvG7EDGz5ZsABFWLAHLxuxBxs%2BWbAARViwAC8bsQAbPlmwAEVYsBsvG7EbDz5ZsABFWLAVLxuxFQ8%2BWbAARViwDC8bsQwPPlmyAQMbERI5sgUHFRESObAHELIQAQorWCHYG%2FRZsBjQMDEBFzYzMhc2MzIWFxEjETQmIyIGBxMjESYjIgcRIxEBYQdyxtlQdtazrwLzWmhTaRUB8wW%2Bkj3zBDpxhaamxsH9OQLAZ2BZSP0aAsi%2Fd%2FzwBDoAAQB5AAAD%2BAROABAAU7ILERIREjkAsABFWLADLxuxAxs%2BWbAARViwAC8bsQAbPlmwAEVYsA4vG7EODz5ZsABFWLAHLxuxBw8%2BWbIBDgMREjmwAxCyCwEKK1gh2Bv0WTAxARc2MyATESMRNCYjIgcRIxEBXgd4wwFSBvNZZZNI8wQ6fZH%2Bff01Ar1nY4X8%2FgQ6AAACAE%2F%2F7AQ9BE4ADwAaAEOyDBscERI5sAwQsBjQALAARViwBC8bsQQbPlmwAEVYsAwvG7EMDz5ZshIBCitYIdgb9FmwBBCyGAEKK1gh2Bv0WTAxEzQ2NjMyABcXFAYGIyIANRcUFjI2NTQmIyIGT37klNsBEQsBe%2BWW5f7t84r2iY15d4wCJ5%2F%2Fif7m6Tmg%2FIoBMf4Jp73AuaTAvQACAHz%2BYAQwBE4ADwAaAG6yExscERI5sBMQsAzQALAARViwDC8bsQwbPlmwAEVYsAkvG7EJGz5ZsABFWLAGLxuxBhE%2BWbAARViwAy8bsQMPPlmyBQwDERI5sgoMAxESObAMELITAQorWCHYG%2FRZsAMQshgBCitYIdgb9FkwMQEUAiMiJxEjETMXNjMyEhEnNCYjIgcRFjMyNgQw5MCya%2FPgCmu4xuHygXiVQUKWdIMCEvv%2B1XX9%2FwXaboL%2B2f76BqK%2Be%2F4gfrsAAAIAT%2F5gBAIETgAOABkAa7IXGhsREjmwFxCwA9AAsABFWLADLxuxAxs%2BWbAARViwBi8bsQYbPlmwAEVYsAgvG7EIET5ZsABFWLAMLxuxDA8%2BWbIFAwwREjmyCgMMERI5shIBCitYIdgb9FmwAxCyFwEKK1gh2Bv0WTAxEzQSMzIXNzMRIxEGIyICNxQWMzI3ESYjIgZP6Ma1ag7Y82qqwurzg3SQRkaOdIUCJv4BKn9r%2BiYB%2FHABL%2FamvXsB7Ha6AAEAfAAAArQETgANAEayCQ4PERI5ALAARViwCC8bsQgbPlmwAEVYsAsvG7ELGz5ZsABFWLAFLxuxBQ8%2BWbALELICAQorWCHYG%2FRZsgkLBRESOTAxASYjIgcRIxEzFzYzMhcCszAzpzrz6AZYnDQiA1wIgP0cBDp5jQ4AAQBL%2F%2BwDygROACYAabIJJygREjkAsABFWLAJLxuxCRs%2BWbAARViwHC8bsRwPPlmyAhwJERI5sAIQsBbQsAkQshABCitYIdgb9FmyDRYQERI5tAwNHA0CXbAcELIkAQorWCHYG%2FRZsiEkAhESObQDIRMhAl0wMQE0JiYnJjU0NjMyFhUjNCYjIgYVFBYEFhYVFAYjIiYmNTMWFjMyNgLba%2FhTtuy2wu%2FzaFZQZV4BHqNP8sSF0HTsBXhjYGQBJkFENChYp4y8wJlGXUo%2BOD4%2FV3pXkrVgqGFWXUkAAAEACP%2FsAnIFQQAUAFKyABUWERI5ALAARViwEy8bsRMbPlmwAEVYsA0vG7ENDz5ZsBMQsAHQsADQsAAvsAEQsgQBCitYIdgb9FmwDRCyCAEKK1gh2Bv0WbAEELAQ0DAxAREzFSMRFBYzMjcVBiMgEREjNTMRAa2%2FvzE%2FKitTTf7osrIFQf75tP2kPjcKvBcBNQJltAEHAAEAd%2F%2FsA%2FcEOgAQAFOyChESERI5ALAARViwBy8bsQcbPlmwAEVYsA0vG7ENGz5ZsABFWLACLxuxAg8%2BWbAARViwDy8bsQ8PPlmyAAINERI5sAIQsgoBCitYIdgb9FkwMSUGIyImNREzERQzMjcRMxEjAwxrxbC186uxPvPlan7OwwK9%2FUbOfwMJ%2B8YAAQAWAAAD2gQ6AAYAOLIABwgREjkAsABFWLABLxuxARs%2BWbAARViwBS8bsQUbPlmwAEVYsAMvG7EDDz5ZsgAFAxESOTAxARMzASMBMwH65fv%2BidP%2BhvwBNAMG%2B8YEOgAAAQAhAAAFzAQ6AAwAYLIFDQ4REjkAsABFWLABLxuxARs%2BWbAARViwCC8bsQgbPlmwAEVYsAsvG7ELGz5ZsABFWLADLxuxAw8%2BWbAARViwBi8bsQYPPlmyAAsDERI5sgULAxESObIKCwMREjkwMQETMwEjAwMjATMTEzMEM6zt%2FtnI6OTI%2Ftjtr963AU8C6%2FvGAuf9GQQ6%2FR0C4wAAAQAfAAAD6AQ6AAsAUwCwAEVYsAEvG7EBGz5ZsABFWLAKLxuxChs%2BWbAARViwBC8bsQQPPlmwAEVYsAcvG7EHDz5ZsgAKBBESObIGCgQREjmyAwAGERI5sgkGABESOTAxARMhAQEhAwMhAQEhAgHOAQ7%2BtQFW%2FvTY1%2F7yAVb%2BtgEMAtYBZP3r%2FdsBcv6OAiUCFQABAAz%2BSwPWBDoADwA%2FsgAQERESOQCwAEVYsA8vG7EPGz5ZsABFWLAFLxuxBRE%2BWbIABQ8REjmwDxCwAdCwBRCyCQEKK1gh2Bv0WTAxARMhAQIjIic1FzI2NzcBIQH33AED%2FlJj7TVALlxdGyP%2BhAEGAVwC3vsi%2Fu8SvANDT10ENQAAAQBSAAADwAQ6AAkARACwAEVYsAcvG7EHGz5ZsABFWLACLxuxAg8%2BWbIAAQorWCHYG%2FRZsgQAAhESObAHELIFAQorWCHYG%2FRZsgkFBxESOTAxJSEVITUBITUhFQGAAkD8kgIl%2FeUDT8LCnwLXxJoAAAEAOP6YApEGPQAXADayEhgZERI5ALAML7AARViwAC8bsQAXPlmyBgAMERI5sAYvsgUHCitYIdgb9FmyEgUGERI5MDEBJAM1NCM1MjU1NjY3FwYHFRQHFhUVFhcCYf6fB8HBA7WwMK0Gra0Grf6YYwFg1eGy4tS03jKMOPrY4Vtc49X6OAAAAQCu%2FvIBVQWwAAMAEwCwAC%2BwAEVYsAIvG7ECHz5ZMDEBIxEzAVWnp%2F7yBr4AAAEAG%2F6YAnUGPQAYADayBRkaERI5ALALL7AARViwGC8bsRgXPlmyERgLERI5sBEvshIHCitYIdgb9FmyBRIRERI5MDEXNjc1NDcmNTUmJzcWFhUVFDMVIhUVFAYHG7AEtrYEsDC2ssLCs7XbOf%2FQ51ZW6s%2F%2FOYwz5bnI4bLhxbvlMwABAHUBgwTcAy8AFwA%2FshEYGRESOQCwDy%2ByAxgPERI5sAMvsA8QsggBCitYIdgb9FmwAxCwC9CwAxCyFAEKK1gh2Bv0WbAPELAX0DAxARQGIyIuAiMiBhUjNDYzMh4CMzI2NQTcvo5KfZpDJkNNwbaUSoWRQydDVAMSsN84iSFoVKvbO4QicFQAAgCG%2FpQBmQRNAAMADwA%2BsgcQERESObAHELAA0ACwAEVYsA0vG7ENGz5ZsABFWLADLxuxAxc%2BWbANELIHDQorWCHYG%2FRZsADQsAAvMDETMxMhARQGIyImNTQ2MzIWqtEY%2Fv8BB0hBQkhIQkFIApb7%2FgU3OEtLODdLSwABAGT%2FCwQKBSYAIABdshshIhESOQCwAEVYsBEvG7ERGz5ZsABFWLAKLxuxCg8%2BWbIAAQorWCHYG%2FRZsgMKERESObAKELAH0LAHL7ARELAU0LAUL7IYEQoREjmwERCyGwEKK1gh2Bv0WTAxJTI2NzMGBgcVIzUmAjU1NBI3NTMVFhYXIyYmIyIDBxQWAk9ZeAbkBMWSyLfMzLfInrkE5Ad2W%2BYQAX%2BuaFCIzRzq6iIBH9wc1QEgIuHgHNicYHX%2ByEiwrQAAAQBeAAAEfAXDAB8AZbIaICEREjkAsABFWLASLxuxEh8%2BWbAARViwBS8bsQUPPlmyBAEKK1gh2Bv0WbAI0LIeBRIREjmwHi%2ByHwEKK1gh2Bv0WbAM0LAeELAP0LIWBRIREjmwEhCyGQEKK1gh2Bv0WTAxARcUByEHITUzNjY1JyM1Myc0NiAWFSM0JiMiBhUXIRUB%2FQdAArgB%2B%2BdSJysHoZsI%2BgGW6PVpXllnCQE3Alawh1XKyglvW7nH8srq2rhfaYJo8scAAgBd%2F%2BUFTwTxABsAKAA%2FsgIpKhESObACELAf0ACwAEVYsAIvG7ECDz5ZsBDQsBAvsAIQsiAHCitYIdgb9FmwEBCyJgcKK1gh2Bv0WTAxJQYjIicHJzcmNTQ3JzcXNjMyFzcXBxYVFAcXBwEUFhYyNjY0JiYiBgYEPZ%2FLyp6BjYdkbZCNjpvAwpuRjpRrYouO%2FHhuvty%2BbW293r5ta39%2BhJCJnMXIpZOQkXN1lJGXn8rBnI2RAnt4znV2zu7MdXXMAAABABkAAATABbAAFgByALAARViwFi8bsRYfPlmwAEVYsAwvG7EMDz5ZsgAMFhESObAWELAB0LIPDBYREjmwDy%2BwE9CwEy%2B0DxMfEwJdsATQsAQvsBMQshIECitYIdgb9FmwBtCwDxCwB9CwBy%2BwDxCyDgQKK1gh2Bv0WbAK0DAxAQEhASEVIRUhFSERIxEhNSE1ITUhASECbQE7ARj%2BdwEN%2FqMBXf6j%2FP6eAWL%2BngEZ%2FncBGQM0Anz9NpiKl%2F7TAS2XipgCygACAIj%2B8gFtBbAAAwAHABgAsAAvsABFWLAGLxuxBh8%2BWbIFAQMrMDETETMRESMRM4jl5eX%2B8gMb%2FOUDyAL2AAIAWv4mBIwFxAAvAD0AgrIgPj8REjmwIBCwMNAAsAcvsABFWLAgLxuxIB8%2BWbI5IAcREjmwORCyEwEKK1gh2Bv0WbICORMREjmwBxCyDgEKK1gh2Bv0WbILDhMREjmyMiAHERI5sDIQsiwBCitYIdgb9FmyGjIsERI5sCAQsicBCitYIdgb9FmyJCwnERI5MDEBFAcWFRQEIyIkNTcUFjMyNjU0JicuAjU0NyYmNTQkMzIEFSM0JiMiBhUUFgQWFiUmJwYVFBYfAjY1NCYEjKuH%2FvLq9v7g8pyIeY2Gu7y%2BXalBRAET5vABDPOReHuLeAGDwlr9zVFMbGOVsy5ziAHHuFlkua3G2c8BbnhfT01bNzNumm24WjKIZKrM4cxqgF9SVFdocZluFRwofFFWLzUQL3VRYQACAF0E3wMjBcwACAARACIAsAcvsg8HAV2yAgUKK1gh2Bv0WbAL0LAHELAQ0LAQLzAxEzQ2MhYUBiImJTQ2MhYUBiImXUN2RER2QwHIRHZERHZEBVYyRERkREQxMkREZEREAAMAV%2F%2FsBeIFxAAaACgANgCOsh83OBESObAfELAJ0LAfELAz0ACwAEVYsDMvG7EzDz5ZsC3QsC0vsgIzLRESObACL7QPAh8CAl2yCS0zERI5sAkvtAAJEAkCXbINCQIREjmyEAIKK1gh2Bv0WbACELIXAgorWCHYG%2FRZshoCCRESObAtELIfCAorWCHYG%2FRZsDMQsiUICitYIdgb9FkwMQEUBiAmNTU0NjMyFhUjNCYjIgYVFRQWMzI2NSU0AiQjIgQCEBIEICQSJTQSJCAEEhACBCMiJAIEXq%2F%2BwL2%2FnqOtnFxYXGdoW1laAaaW%2Fu6jn%2F7vnJsBEQFAAROY%2Bu%2B7AUsBgAFKu7v%2BuMLB%2Fre8AlSYotW0ca7VpZVgU4h2dXaGUWKFpgEdq6T%2B4P6s%2FuCnqgEgp8oBWsfH%2Fqb%2BbP6mycgBWgACAI0CswMRBcQAGgAkAI%2ByDSUmERI5sA0QsBzQALAARViwFC8bsRQfPlmyAyUUERI5sAMvsADQsAAvsgEDFBESObIKAxQREjmwCi%2BwFBCyDQIKK1gh2Bv0WbIQCg0REjmyzBABXUATDBAcECwQPBBMEFwQbBB8EIwQCV2yuhABcbADELIbAgorWCHYG%2FRZsAoQsh8CCitYIdgb9FkwMQEnBiMiJjU0NjMzNTQjIgYVJzQ2MzIWFREUFyUyNjc1IwYGFRQCYBFNfHaDqK1mdEFJra%2BIiZoa%2FqAoVBtqTFYCwURSe2lueTN%2FMzAOaIGRhP7EYVGCJBmJATwxWP%2F%2FAFcAigOFA6kAJgCa6wAABwCaAVIAAAABAH8BdgPCAyUABQAaALAEL7AB0LABL7AEELICAQorWCHYG%2FRZMDEBIxEhNSEDwsj9hQNDAXYBBKsABABX%2F%2BwF4gXEAA0AGwAxADoAnbIKOzwREjmwChCwEtCwChCwMdCwChCwM9AAsABFWLADLxuxAx8%2BWbAARViwCi8bsQoPPlmwAxCyEggKK1gh2Bv0WbAKELIYCAorWCHYG%2FRZsh0KAxESObAdL7IfAwoREjmwHy%2B0AB8QHwJdsjIdHxESObAyL7IcCAorWCHYG%2FRZsiUcMhESObAdELAs0LAfELI6CAorWCHYG%2FRZMDETNBIkIAQSEAIEIyIkAiU0AiQjIgQCEBIEICQSJREjESEyFhUUBxYWFBYXFSMmNTQmIyczMjY1NCYnI1e7AUsBgAFKu7v%2BuMLB%2Fre8BRGW%2Fu6jn%2F7vnJsBEQFAAROY%2FSWXARmZrHhBNAcKmw1CTZ6PRV1HXY0C2coBWsfH%2Fqb%2BbP6mycgBWsumAR2rpP7g%2Fqz%2B4KeqASBb%2Fq8DUod9dT8db6NEFxAioExDhj42RjsBAAEAhwUSA14FsAADABEAsAEvsgIDCitYIdgb9FkwMQEhNSEDXv0pAtcFEp4AAgB%2FA68CiwXEAAkAEwA5sgAUFRESObAK0ACwAEVYsAAvG7EAHz5ZsArQsAovsgUCCitYIdgb9FmwABCyEAIKK1gh2Bv0WTAxATIWFAYjIiY0NhMyNjU0JiIGFBYBh2qamGxtm51rNUVFakhJBcSe3Jub3J7%2BeEc1NExMaEgAAgBfAAED8wT8AAsADwBGALAJL7AARViwDS8bsQ0PPlmwCRCwANCwCRCyBgEKK1gh2Bv0WbAD0LANELIOAQorWCHYG%2FRZsgUOBhESObQLBRsFAl0wMQEhFSERIxEhNSERMwEhNSECnAFX%2FqnY%2FpsBZdgBMvyvA1EDg8f%2BfAGExwF5%2BwXEAAABADwCmwKyBbsAFwBZsggYGRESOQCwAEVYsA8vG7EPHz5ZsABFWLAALxuxABM%2BWbIWAgorWCHYG%2FRZsgIAFhESObIDDwAREjmwDxCyCAIKK1gh2Bv0WbIMDwAREjmyEw8AERI5MDEBITUBNjU0JiMiBhUjNDYzMhYVFA8CIQKy%2FZwBHXE2NDpCuqmHj5xqYowBcwKbfQEFZ0MqNUI2dJmAc2tmV3EAAQA3Ao8CqQW6ACQAfbIeJSYREjkAsABFWLANLxuxDR8%2BWbAARViwFy8bsRcTPlmyARcNERI5fLABLxi2QAFQAWABA3GykAEBXbANELIGAgorWCHYG%2FRZsgkBDRESObABELIjAgorWCHYG%2FRZshIjARESObIbFw0REjmwFxCyHgIKK1gh2Bv0WTAxATMyNTQmIyIGFSM0NjMyFhUUBxYVFAYjIiY1MxQWMzI2NTQnIwEMUYQ2PjBBuqWCj6OHlbGPh6u6RTw%2FPYZcBGxhIzUnI2N8eWl3MymOan5%2FcSY1NyplAQAAAQBwBNECSAYAAAMAIwCwAi%2ByDwIBXbAA0LAAL7QPAB8AAl2wAhCwA9AZsAMvGDAxASEBIwEzARX%2B68MGAP7RAAEAkv5gBB8EOgASAGCyDRMUERI5ALAARViwAC8bsQAbPlmwAEVYsAcvG7EHGz5ZsABFWLAQLxuxEBE%2BWbAARViwDS8bsQ0PPlmwAEVYsAovG7EKDz5ZsA0QsgQBCitYIdgb9FmyCw0HERI5MDEBERYWMzI3ETMRIycGIyInESMRAYQCWWqoO%2FPfB1yTeU3yBDr9hI2CeQMS%2B8ZWazf%2BPgXaAAEARQAAA1YFsAAKACuyAgsMERI5ALAARViwCC8bsQgfPlmwAEVYsAAvG7EADz5ZsgEACBESOTAxIREjIiQ1NCQzIREChFDm%2FvcBCuYBIQII%2FtbV%2F%2FpQAAABAI4CRQGpA1IACgAWsggLDBESOQCwAi%2BxCAorWNgb3FkwMRM0NjIWFRQGIyImjkqGS05AQUwCyjpOTjo7SkoAAQBt%2FkEByQADAA4ANLIJDxAREjkAsAYvsABFWLAOLxuxDg8%2BWbAGELEHCitY2BvcWbINBw4REjmyAQ0OERI5MDElBxYVFAYjJzI2NTQmJzcBPguWrJsHQkdHUCADNhuSaXaJLyotIwWLAAEAgAKgAgIFswAGADmyAQcIERI5ALAARViwBS8bsQUfPlmwAEVYsAAvG7EAEz5ZsgQFABESObAEELIDAgorWCHYG%2FRZMDEBIxEHNSUzAgK5yQFvEwKgAjowkncAAgB3ArIDLAXEAAwAGgBAsgkbHBESObAJELAQ0ACwAEVYsAIvG7ECHz5ZsgkbAhESObAJL7IQAgorWCHYG%2FRZsAIQshcCCitYIdgb9FkwMRM0NiAWFRUUBiMiJjUXFBYzMjY3NTQmIyIGFXe%2FATbAvJ2evq9dUE5bAV1PTl0EYaDDwqZIn8PEowVibmxhUGFubWYA%2F%2F8AXQCKA5kDqQAmAJsJAAAHAJsBfgAA%2F%2F8AWQAABYMFqwAnAKL%2F2QKYACcAnAEbAAgBBwClAsUAAAAQALAARViwBS8bsQUfPlkwMf%2F%2FAFAAAAXMBa4AJwCcAPAACAAnAKL%2F0AKbAQcAowMaAAAAEACwAEVYsAkvG7EJHz5ZMDH%2F%2FwBnAAAF%2FAW7ACcAnAGoAAgAJwClAz4AAAEHAKQAMAKbABAAsABFWLAgLxuxIB8%2BWTAxAAIAQv5%2FA6UETgAZACMAYbIQJCUREjmwEBCwHdAAsABFWLAhLxuxIRs%2BWbAARViwEC8bsRAXPlmwIRCyHQ0KK1gh2Bv0WbAA0LAAL7IDABAREjmwEBCyCQEKK1gh2Bv0WbIMEAAREjmyFhAAERI5MDEBBgYHBwYVFBYzMjY1MwYGIyImNTQ3NzY3NxMUBiImNTQ2MhYCdgI1SWdaYllYavMC78LO4ptcTgoC90eESEiERwKVfJFPamFqXl1kU7HQybilo11IczUBNzhLSzg3S0sAAAL%2F9gAAB1cFsAAPABIAdwCwAEVYsAYvG7EGHz5ZsABFWLAALxuxAA8%2BWbAARViwBC8bsQQPPlmyEQYAERI5sBEvsgIBCitYIdgb9FmwBhCyCAEKK1gh2Bv0WbILBgAREjmwCy%2ByDAEKK1gh2Bv0WbAAELIOAQorWCHYG%2FRZshIGABESOTAxISEDIQMhASEVIRMhFSETIQEhAwdX%2FH4P%2Fgq4%2Ft4DQwPg%2FXoRAiT95BQCl%2FrtAXkbAVT%2BrAWwxf5oxf42AWcCiAAAAQBNANYD7ASGAAsAOACwAy%2ByCQwDERI5sAkvsgoJAxESObIEAwkREjmyAQoEERI5sAMQsAXQsgcEChESObAJELAL0DAxEwEBNwEBFwEBBwEBTQE8%2FsSUATsBPJT%2BxAE8lP7E%2FsUBbAFCAUKW%2Fr4BQpb%2Bvv6%2BlgFB%2Fr8AAAMAaf%2BhBSIF7gAXACAAKQBmshAqKxESObAQELAd0LAQELAm0ACwAEVYsBAvG7EQHz5ZsABFWLAELxuxBA8%2BWbIaEAQREjmyIxAEERI5sCMQsBvQsBAQsh0BCitYIdgb9FmwGhCwJNCwBBCyJgEKK1gh2Bv0WTAxARQCBCMiJwcjNyYRNTQSJDMyFzczBxYTBRQXASYjIgIHBTQnARYzMhI1BSKU%2Fu20pIRbqZHDlgEUssWPV6eTnQH8REcB9leHpLkCAr8s%2FhdOaam1ArLW%2Fr2tS5buwwFnQ9UBRK9lj%2FPB%2FsNLz4ADOlX%2B%2F%2BsIpnL83DYBAPYAAAIAlAAABH4FsAAMABQAV7ICFRYREjmwAhCwD9AAsABFWLAALxuxAB8%2BWbAARViwCi8bsQoPPlmyAQoAERI5sAEvsg4KABESObAOL7IJAQorWCHYG%2FRZsAEQsg0BCitYIdgb9FkwMQERMzIEFRQEIyMRIxETETMyNjQmJwGH8fQBEv7u8%2FLz8%2FZ9kYx6BbD%2B6O7Ix%2B%2F%2B1AWw%2FiX%2BGoLehAIAAAEAiP%2FsBJsGFQAsAFuyIy0uERI5ALAARViwBS8bsQUhPlmwAEVYsBUvG7EVDz5ZsABFWLAALxuxAA8%2BWbIOBRUREjmwFRCyHAEKK1gh2Bv0WbIiFQUREjmwBRCyKgEKK1gh2Bv0WTAxISMRNDYzMhYVFA4CFRQeAhUUBiMiJic3FhYzMjY1NC4CNTQ2NTQmIyIHAXry5c671xtFFkGyUdnGUKsmMS1%2FNmFaRq5RflxQuAQEUdbuu6k%2BYnFBJyxUlIlLq7knGcMcJVZDMVuIiFBYyU1RYfcAAAMASP%2FsBoQEUAApADQAPADKsgI9PhESObACELAt0LACELA40ACwAEVYsBcvG7EXGz5ZsABFWLAFLxuxBQ8%2BWbAA0LAAL7IMBRcREjmwDC%2ByjwwBXbAXELIQAQorWCHYG%2FRZsBcQsBvQsBsvsjgAGxESObA4L7QfOC84AnG07zj%2FOAJxtF84bzgCcbS%2FOM84Al2yjDgBXbIgBworWCHYG%2FRZsAAQsiMBCitYIdgb9FmwBRCyKgEKK1gh2Bv0WbAMELIvBworWCHYG%2FRZsBsQsjUBCitYIdgb9FkwMQUiJwYGIyImNTQ2MzM1NCYjIgYVJzQ2MzIXNhcyEhUVIRYWMzI3NxcGBiUyNjc1IwYGFRQWASIGByE1NCYE5v2MQdaGsMju6b9fWFtz8v3F32%2BDyNTu%2FUkJmIaJaz1JRtH8mDqILcRoeF0DK2N%2FEAHEbRShTVSwnJ6sR1tnWUITkrmFhwL%2B%2FeuJi546IqY4QLg7K9ECX0ZBTwLnin8ecXoAAgBn%2F%2BwEQAYsAB0AKwBlsgcsLRESObAHELAo0ACwAEVYsBkvG7EZIT5ZsABFWLAHLxuxBw8%2BWbIPBxkREjmwDy%2ByEQ8HERI5sBkQshgBCitYIdgb9FmwDxCyIgEKK1gh2Bv0WbAHELIoAQorWCHYG%2FRZMDEBEhEVFAIGIyImJjU0NjYzMhcmJwcnNyYnNxYXNxcDJyYmIyIGFRQWMzI2NQNC%2Fn7ljIrifnHOhJJxMX7MTqx%2BokvusbROjwEge05%2Bi41ub4kFF%2F73%2Fm9Spv75kn7iiJXnfVupeodtclIqwzKHeG39GRIwOKiVfqjIrQAAAwBDAJMENwTMAAMADQAZAFKyBBobERI5sAQQsADQsAQQsBHQALADL7IAAQorWCHYG%2FRZsAMQsQkKK1jYG9xZsgQNCitYIdgb9FmwABCxEQorWNgb3FmyFw0KK1gh2Bv0WTAxASE1IQEyFhQGIyImNDYDNDYzMhYVFAYjIiYEN%2FwMA%2FT%2BCURKSkRDSkpKSkNESkpEQ0oCRtQBskxyS0tyTPxKOkxMOjlKSgADAE%2F%2FdwQ9BLsAFQAdACUAZrIEJicREjmwBBCwG9CwBBCwI9AAsABFWLAELxuxBBs%2BWbAARViwDy8bsQ8PPlmyGAQPERI5siAEDxESObAgELAZ0LAEELIbAQorWCHYG%2FRZsBgQsCHQsA8QsiMBCitYIdgb9FkwMRM0NjYzMhc3MwcWERQGBiMiJwcjNyYTFBcBJiMiBgU0JwEWMzI2T37klGpYR5FmxHvlll1aSJFmzvNAASsvOXeMAgk6%2FtgrM3uJAief%2F4kij9CZ%2FsCg%2FIoek8%2BWATacYgJhFr2nlF39pxHAAAACAIL%2BYAQ3BgAADwAaAGSyExscERI5sBMQsAzQALAJL7AARViwDC8bsQwbPlmwAEVYsAYvG7EGET5ZsABFWLADLxuxAw8%2BWbIFDAMREjmyCgwDERI5sAwQshMBCitYIdgb9FmwAxCyGAEKK1gh2Bv0WTAxARQCIyInESMRMxE2MzISESc0JiMiBxEWMzI2BDfjwrJr8%2FNqsMXj84N2lUFClnSDAhL3%2FtF1%2Ff8HoP3Xd%2F7a%2FvoFprp7%2FiB%2BuwAAAQCPAAABggQ6AAMAHQCwAEVYsAIvG7ECGz5ZsABFWLAALxuxAA8%2BWTAxISMRMwGC8%2FMEOgAAAgBk%2F%2BwHLQXEABcAIwCRsgEkJRESObABELAa0ACwAEVYsAwvG7EMHz5ZsABFWLAOLxuxDh8%2BWbAARViwAy8bsQMPPlmwAEVYsAAvG7EADz5ZsA4QshABCitYIdgb9FmyEgAOERI5sBIvshUBCitYIdgb9FmwABCyFwEKK1gh2Bv0WbADELIYAQorWCHYG%2FRZsAwQsh0BCitYIdgb9FkwMSEhBiMiJAInETQSJDMyFyEVIREhFSERIQUyNxEmIyIGBxEUFgct%2FJ2neaf%2B95QCkQELqHunA1z9TAJW%2FaoCu%2Ft9Y2hyW6GvAbIUkwENqgE6rAESlhTM%2Fm7I%2FkAcDQQ4Ds%2B8%2FsrB0QAAAwBb%2F%2BwG8gRPAB4AKgAyAJuyGTM0ERI5sBkQsCTQsBkQsC7QALAARViwAy8bsQMbPlmwAEVYsAgvG7EIGz5ZsABFWLAXLxuxFw8%2BWbAARViwGy8bsRsPPlmyBQgXERI5si8XCBESObAvL7QfLy8vAnGyjC8BXbIMBworWCHYG%2FRZsBcQshABCitYIdgb9FmyGQgXERI5sCLQsAMQsigBCitYIdgb9FmwK9AwMRM0ADMyFzY2FzISFRUhFhYzMjY3FwYGIyInBiMiABEXFBYzMjY1NCYjIgYlIgYHITU0JlsBD%2BD5hkG3bdbu%2FVYLkXVZj0dPR81494yG9uP%2B8vKGeXeGh3h1iAPhVXgUAbVxAif4AS%2BxVF4B%2Fv3siIueKjKeP0GurgEtAQIJqrq5wKa%2BurqJeRlvegAAAQCUBOADQwYBAAgARQCwBC%2ByDwQBXbJQBAFdsnAEAV2wAtCwAi%2BwAdAZsAEvGLAEELAH0LAHL7QPBx8HAl2yAwcEERI5sAEQsAXQGbAFLxgwMQEVIycHIzUBMwNDw5aVwQEPjwTrC5ycDQEUAAACAHgEjQIzBioACQAUACoAsAUvsg8FAV2wE9CwEy%2ByAAoKK1gh2Bv0WbAFELINCgorWCHYG%2FRZMDEBMhYUBiMiJjQ2BxQWMzI2NTQmIgYBVl2AfWBhfX8RQi4vQT9iPwYqe6p4eKp70C9BQDAuQ0MAAQB6BNsDVwX1ABUAQACwAy%2BwCNCwCC%2B2DwgfCC8IA12wAxCwC9CwCy%2BwCBCyDwMKK1gh2Bv0WbADELISAworWCHYG%2FRZsA8QsBXQMDEBFAYjIi4CIyIGFSc0NjMyFjMyNjUDV39gJzlpKxomNZV%2FXzmhNCY2BelukhE8DDkuCG6WWjkvAP%2F%2FAJ0CbQSZAzEARgCf4ABMzUAA%2F%2F8AgQJtBdEDMQBGAJ%2BFAGZmQAAAAQBjBCABlgYaAAgAHbIICQoREjkAsABFWLAALxuxACE%2BWbAE0LAELzAxARcGBxUjNTY2ARp8WwPVAWcGGk2FkJiKYNEAAAEAMwQAAWUGAAAIAB2yCAkKERI5ALAARViwBC8bsQQhPlmwANCwAC8wMRMnNjc1MxUUBq98WgPVaQQATYOSnopn0QAAAQAy%2FtYBZADKAAgAGLIICQoREjkAsAkvsgQNCitYIdgb9FkwMRMnNjc1MxUGBq17VQPaAWb%2B1k5%2FlJOFXdAA%2F%2F8AbAQgAu8GGgAmAJMJAAAHAJMBWQAA%2F%2F8AQAQAAsAGAAAmAJQNAAAHAJQBWwAAAAIAMv7CAqoA%2FwAJABIAIbILExQREjmwCxCwBdAAsBMvsgQNCitYIdgb9FmwDtAwMRMnNjc1MxUGBwYXJzY3NTMVFAaxf1UD2gE3Mfh%2FWATaZv7CTomdybpscmRBTo6Wy7Zj3QABAIgCBgJEA9sADQAWsgMODxESOQCwAy%2BxCgorWNgb3FkwMRM0NjMyFhUVFAYjIiYniHlkZ3h3Z2N5AgMDX3l5YiVed3NdAAABAGwAigIzA6kABgAQALAFL7ICBwUREjmwAi8wMQETIwE1ATMBPPen%2FuABIKcCGf5xAYYTAYYAAAEAVACKAhsDqQAGABAAsAAvsgMHABESObADLzAxEwEVASMTA%2FsBIP7gp%2Ff3A6n%2BehP%2BegGPAZAAAQAtAG0DcQUnAAMACQCwAC%2BwAi8wMTcnAReqfQLHfW1IBHJIAP%2F%2FADUCkwK%2BBagDBwClAAACkwATALAARViwCS8bsQkfPlmwDdAwMQAAAQBe%2F%2B0EMAXDACMAirIVJCUREjkAsABFWLAWLxuxFh8%2BWbAARViwCS8bsQkPPlmyIxYJERI5sCMvsgACCitYIdgb9FmwCRCyBAEKK1gh2Bv0WbAAELAM0LAjELAO0LAjELAT0LATL7YPEx8TLxMDXbIQAgorWCHYG%2FRZsBYQshsBCitYIdgb9FmwExCwHtCwEBCwINAwMQEhFhYzMjcXBiMgAAMjNTM1IzUzNgAzMhcHJiMiBgchFSEVIQNq%2FpwGo5huXxx4gP8A%2FtoIrKysrQ0BLP1qhRxmZZeiCQFj%2FpwBZAIPrqwhzB0BIAECjYCN%2FwEbH80irKSNgAAAAQCeAm0D7wMxAAMAEQCwAi%2ByAQEKK1gh2Bv0WTAxASE1IQPv%2FK8DUQJtxAACABgAAAQXBhUAFwAbAHOyCRwdERI5sAkQsBnQALAARViwCS8bsQkhPlmwAEVYsAQvG7EEGz5ZsABFWLAaLxuxGhs%2BWbAARViwFy8bsRcPPlmwAEVYsBkvG7EZDz5ZsAQQsBPQshYBCitYIdgb9FmwAdCwCRCyDwEKK1gh2Bv0WTAxMxEjNTM1PgIzMhYXByYjIgYVFTMVIxEhIxEzvaWlAWrCiFCTTyWKcm9k1dUCZ%2FPzA4a0Sn%2B2XCIayTBhYUS0%2FHoEOgABAC0AAAQsBhUAFgBjshIXGBESOQCwAEVYsBIvG7ESIT5ZsABFWLAOLxuxDhs%2BWbAARViwCS8bsQkPPlmwAEVYsBYvG7EWDz5ZsBIQsgIBCitYIdgb9FmwDhCwBdCwDhCyCwEKK1gh2Bv0WbAI0DAxASYjIhUVMxUjESMRIzUzNTY2MzIFESMDOWZKxNzc86WlAdfEegFE8wU%2FDrhbtPx6A4a0YbfDMPobAAEAgAAAAgIDEwAGADEAsABFWLAFLxuxBRk%2BWbAARViwAS8bsQEPPlmwBRCwBNCwBC%2ByAwIKK1gh2Bv0WTAxISMRBzUlMwICuckBbxMCOjCSdwABADwAAAKyAyAAFwBZsggYGRESOQCwAEVYsA8vG7EPGT5ZsABFWLAALxuxAA8%2BWbIWAgorWCHYG%2FRZsgIWABESObIDDwAREjmwDxCyCAIKK1gh2Bv0WbIMAA8REjmyFQAPERI5MDEhITUBNjU0JiMiBhUjNDYzMhYVFA8CIQKy%2FZwBHXE2NDpCuqmHj5xqYowBc30BBWdDKjVCNnSZgHNrZldxAAEAN%2F%2F1AqkDIAAkAH%2ByHiUmERI5ALAARViwDS8bsQ0ZPlmwAEVYsBcvG7EXDz5ZsgAXDRESOXywAC8YtFAAYAACcbaAAJAAoAADXbANELIGAgorWCHYG%2FRZsgoABhESObAAELIkAgorWCHYG%2FRZshIkABESObAXELIeAgorWCHYG%2FRZshskHhESOTAxATMyNTQmIyIGFSM0NjMyFhUUBxYVFAYjIiY1MxQWMzI2NTQnIwEMUYQ2PjBBuqWCj6OHlbGPh6u6RTw%2FPYZcAdJhIzUnI2N8eWl3MymOan5%2FcSY1NyplAQAAAgA1AAACvgMVAAoADgBJALAARViwCS8bsQkZPlmwAEVYsAQvG7EEDz5ZsgEJBBESObABL7ICAgorWCHYG%2FRZsAbQsAEQsAvQsggLBhESObINCQQREjkwMQEzFSMVIzUhJwEzATM1BwJfX1%2B7%2FpoJAW29%2Fou6DgE6l6OjeQH5%2FiXyFgD%2F%2FwBHAgkCVALNAgYAEQAAAAL%2F9wAABPAFsAAPAB0AgrIQHh8REjmwEBCwBtAAsABFWLAFLxuxBR8%2BWbAARViwAC8bsQAPPlmyAwAFERI5sAMvss8DAV2yPwMBcbJvAwFxsh8DAXGynwMBXbIPAwFysgIHCitYIdgb9FmwEdCwABCyEgEKK1gh2Bv0WbAFELIbAQorWCHYG%2FRZsAMQsB3QMDEzESM1MxEhMgQSFRUUAgQjEyMRMzI2NTU0JiMjETOyu7sBrsEBK6Sl%2Fs%2FFP%2BWjy9XOxLHlAoyqAnqs%2FsTMSc%2F%2BxqoCjP4%2B%2FfBG7fr%2BUgD%2F%2FwASAAAFQgc2AiYAJQAAAQcARAEjATYAEwCwAEVYsAQvG7EEHz5ZsAzcMDEA%2F%2F8AEgAABUIHNgImACUAAAEHAHUBwgE2ABMAsABFWLAFLxuxBR8%2BWbAN3DAxAP%2F%2FABIAAAVCBzcCJgAlAAABBwCOAMMBNgATALAARViwBC8bsQQfPlmwD9wwMQD%2F%2FwASAAAFQgcsAiYAJQAAAQcAkADFATcACQCwBC%2BwFtwwMQD%2F%2FwASAAAFQgcCAiYAJQAAAQcAagDuATYAFgCwAEVYsAQvG7EEHz5ZsBLcsBvQMDH%2F%2FwASAAAFQgeUAiYAJQAAAQcAjwFYAWoADACwBC%2BwENywFdAwMf%2F%2FAGb%2BPATrBcQCJgAnAAAABwB5Acn%2F%2B%2F%2F%2FAJQAAARMBz0CJgApAAABBwBEAOgBPQATALAARViwBi8bsQYfPlmwDdwwMQD%2F%2FwCUAAAETAc9AiYAKQAAAQcAdQGHAT0AEwCwAEVYsAYvG7EGHz5ZsA7cMDEA%2F%2F8AlAAABEwHPgImACkAAAEHAI4AiAE9ABMAsABFWLAGLxuxBh8%2BWbAQ3DAxAP%2F%2FAJQAAARMBwkCJgApAAABBwBqALMBPQAWALAARViwBi8bsQYfPlmwE9ywHNAwMf%2F%2F%2F8gAAAGgBz0CJgAtAAABBwBE%2F5cBPQATALAARViwAi8bsQIfPlmwBdwwMQD%2F%2FwCjAAACfQc9AiYALQAAAQcAdQA1AT0AEwCwAEVYsAMvG7EDHz5ZsAbcMDEA%2F%2F%2F%2FywAAAnoHPgImAC0AAAEHAI7%2FNwE9ABMAsABFWLACLxuxAh8%2BWbAI3DAxAP%2F%2F%2F78AAAKFBwkCJgAtAAABBwBq%2F2IBPQAWALAARViwAi8bsQIfPlmwC9ywFNAwMf%2F%2FAJQAAAUXBywCJgAyAAABBwCQAO4BNwAJALAFL7AV3DAxAP%2F%2FAGb%2F7AUeBzYCJgAzAAABBwBEAToBNgATALAARViwDC8bsQwfPlmwINwwMQD%2F%2FwBm%2F%2BwFHgc2AiYAMwAAAQcAdQHZATYAEwCwAEVYsA0vG7ENHz5ZsCHcMDEA%2F%2F8AZv%2FsBR4HNwImADMAAAEHAI4A2gE2ABMAsABFWLAMLxuxDB8%2BWbAj3DAxAP%2F%2FAGb%2F7AUeBywCJgAzAAABBwCQANwBNwATALAARViwDS8bsQ0fPlmwItwwMQD%2F%2FwBm%2F%2BwFHgcCAiYAMwAAAQcAagEFATYAFgCwAEVYsAwvG7EMHz5ZsCbcsC%2FQMDH%2F%2FwB9%2F%2BwEvQc2AiYAOQAAAQcARAERATYAEwCwAEVYsAkvG7EJHz5ZsBLcMDEA%2F%2F8Aff%2FsBL0HNgImADkAAAEHAHUBsAE2AAkAsAAvsBPcMDEA%2F%2F8Aff%2FsBL0HNwImADkAAAEHAI4AsQE2ABMAsABFWLAJLxuxCR8%2BWbAV3DAxAP%2F%2FAH3%2F7AS9BwICJgA5AAABBwBqANwBNgAWALAARViwCS8bsQkfPlmwGNywIdAwMf%2F%2FAAcAAATWBzYCJgA9AAABBwB1AYcBNgATALAARViwAS8bsQEfPlmwC9wwMQD%2F%2FwBa%2F%2BwD%2BwYAAiYARQAAAQcARACtAAAAEwCwAEVYsBcvG7EXGz5ZsCvcMDEA%2F%2F8AWv%2FsA%2FsGAAImAEUAAAEHAHUBTAAAAAkAsBcvsCzcMDEA%2F%2F8AWv%2FsA%2FsGAQImAEUAAAEGAI5NAAATALAARViwFy8bsRcbPlmwLtwwMQD%2F%2FwBa%2F%2BwD%2BwX2AiYARQAAAQYAkE8BABMAsABFWLAXLxuxFxs%2BWbAt3DAxAP%2F%2FAFr%2F7AP7BcwCJgBFAAABBgBqeAAAFgCwAEVYsBcvG7EXGz5ZsDHcsDrQMDH%2F%2FwBa%2F%2BwD%2BwZeAiYARQAAAQcAjwDiADQAFgCwAEVYsBcvG7EXGz5ZsC%2FcsDfQMDH%2F%2FwBP%2FjwD9QROAiYARwAAAAcAeQE9%2F%2Fv%2F%2FwBT%2F%2BwECwYAAiYASQAAAQcARAChAAAAEwCwAEVYsAgvG7EIGz5ZsB%2FcMDEA%2F%2F8AU%2F%2FsBAsGAAImAEkAAAEHAHUBQAAAAAkAsAgvsCDcMDEA%2F%2F8AU%2F%2FsBAsGAQImAEkAAAEGAI5BAAATALAARViwCC8bsQgbPlmwItwwMQD%2F%2FwBT%2F%2BwECwXMAiYASQAAAQYAamwAABYAsABFWLAILxuxCBs%2BWbAl3LAu0DAx%2F%2F%2F%2FtAAAAYwF%2BQImAIsAAAEGAESD%2BQATALAARViwAi8bsQIbPlmwBdwwMQD%2F%2FwCPAAACaQX5AiYAiwAAAQYAdSH5ABMAsABFWLADLxuxAxs%2BWbAG3DAxAP%2F%2F%2F7cAAAJmBfoCJgCLAAABBwCO%2FyP%2F%2BQATALAARViwAi8bsQIbPlmwCNwwMQD%2F%2F%2F%2BrAAACcQXFAiYAiwAAAQcAav9O%2F%2FkAFgCwAEVYsAIvG7ECGz5ZsAvcsBTQMDH%2F%2FwB5AAAD%2BAX2AiYAUgAAAQYAkFUBAAkAsAMvsBzcMDEA%2F%2F8AT%2F%2FsBD0GAAImAFMAAAEHAEQAtgAAABMAsABFWLAELxuxBBs%2BWbAc3DAxAP%2F%2FAE%2F%2F7AQ9BgACJgBTAAABBwB1AVUAAAAJALAEL7Ad3DAxAP%2F%2FAE%2F%2F7AQ9BgECJgBTAAABBgCOVgAAEwCwAEVYsAQvG7EEGz5ZsB%2FcMDEA%2F%2F8AT%2F%2FsBD0F9gImAFMAAAEGAJBYAQAJALAEL7Am3DAxAP%2F%2FAE%2F%2F7AQ9BcwCJgBTAAABBwBqAIEAAAAWALAARViwBC8bsQQbPlmwItywK9AwMf%2F%2FAHf%2F7AP3BgACJgBZAAABBwBEAK8AAAATALAARViwBy8bsQcbPlmwEtwwMQD%2F%2FwB3%2F%2BwD9wYAAiYAWQAAAQcAdQFOAAAACQCwBi%2BwE9wwMQD%2F%2FwB3%2F%2BwD9wYBAiYAWQAAAQYAjk8AABMAsABFWLAHLxuxBxs%2BWbAV3DAxAP%2F%2FAHf%2F7AP3BcwCJgBZAAABBgBqegAAFgCwAEVYsAcvG7EHGz5ZsBjcsCHQMDH%2F%2FwAM%2FksD1gYAAiYAXQAAAQcAdQEWAAAACQCwAS%2BwEtwwMQD%2F%2FwAM%2FksD1gXMAiYAXQAAAQYAakIAABYAsABFWLAPLxuxDxs%2BWbAX3LAg0DAxAAAAAQAAAN4AjwAWAE4ABQABAAAAAAAOAAACAAIWAAYAAQAAAGAAYABgAGAAYACaAMQBQAG%2FAlgC9AMOAzoDaQOcA8ED4wP5BCAENwSLBLkFCgV9BcEGJwaPBrwHOgekB7AHvAfbCAIIIQiHCTMJcwndCjAKeQq5Cu8LTguLC6YL2QwgDEQMnQzZDTMNfg3eDjcOpQ7PDw0PPg%2BND9gQCRBBEGUQfBChEMgQ4xEEEYMR4xI3EpQTCBNRE8sUCxRFFJAU1xTyFV0VphX0FlgWuBb1F2MXrhf0GCQYchi7GPwZNBl3GY4ZzxoTGlAashsVG3Yb2Rv4HJMcxB1lHeMd7x4MHrwe0h8RH1QfpyAZIDkgiiC2INYhCyE5IYMhjyGpIcMh3SJGIqoi6CNjI7QkICTeJVYlqyYdJnwmlycbJ7cn7igmKGkocyh9KKAowijiKO4o%2BiksKVApbCmIKZspryotKkMqpir7KyQrdivpLCssKywzLKMsuizRLOgs%2Bi0SLSUtMS1ILV8tdi2OLaUtvC3TLest%2FS4ULisuQi5ZLnEuiC6aLrEuyS7gLvcvCS8fLzUvTC9kL3Avhy%2BZL68vxi%2FcL%2FIwCTAhMDIwSTBbMHEwgjCaMLEwwzDZMPAxA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uetype%3Bbase64%2CAAEAAAASAQAABAAgR0RFRgUwBPIAAHDQAAAATEdQT1PS%2BuPdAABxHAAADU5HU1VClCaeUgAAfmwAAACIT1MvMqHTsaMAAGhkAAAAYGNtYXDigyFaAABprAAAAzhjdnQgBE4k2AAAb0QAAABCZnBnbVPvV6sAAGzkAAABvGdhc3AACAATAABwxAAAAAxnbHlm5WCcTQAAASwAAGGEaGRteAwHAOwAAGjEAAAA6GhlYWT4s6r7AABkkAAAADZoaGVhCyYGqQAAaEAAAAAkaG10eJPLQQQAAGTIAAADdmxvY2FRwDjRAABi0AAAAb5tYXhwAw4C5wAAYrAAAAAgbmFtZRIeLMwAAG%2BIAAABGnBvc3T%2FbQBkAABwpAAAACBwcmVw3TZ%2BGgAAbqAAAACiAAUAZAAAAygFsAADAAYACQAMAA8AUACwAEVYsAIvG7ECFz5ZsABFWLAALxuxAAs%2BWbIEAgAREjmyBQIAERI5sgcCABESObIIAgAREjmwCtyyDAIAERI5sg0CABESObACELAO3DAxISERIQMRAQERAQMhATUBIQMo%2FTwCxDb%2B7v66AQzkAgP%2B%2FgEC%2Ff0FsPqkBQf9fQJ3%2BxECeP1eAl6IAl4AAAIAfP%2FwAb8FsAADAA4AO7IEDxAREjmwBBCwAdAAsABFWLADLxuxAxc%2BWbAARViwCi8bsQoLPlmyBAYKK1gh2Bv0WbAA0LAALzAxASMDIQMyFhUUBiMiJjQ2AZXwIgE0mklZWUlIWVkBvwPx%2B3FWQ0JWVoRXAAACAEAD2wJPBgAABAAJACayBAoLERI5sAQQsAjQALADL7ICCgMREjmwAi%2BwB9CwAxCwCNAwMQEDIxEzBQMjETMBCiiiygFFJ6LJBXb%2BZQIliv5lAiUAAAIAQAAABJwFsAAbAB8AnLIfICEREjmwHxCwDtAAsABFWLAMLxuxDBc%2BWbAARViwEC8bsRAXPlmwAEVYsAIvG7ECCz5ZsABFWLAaLxuxGgs%2BWbIdDAIREjl8sB0vGLIABworWCHYG%2FRZsATQsB0QsAbQsB0QsAvQsAsvsggHCitYIdgb9FmwCxCwDtCwCxCwEtCwCBCwFNCwHRCwFtCwABCwGNCwCBCwHtAwMQEjAyMTIzUhEyM1IRMzAzMTMwMzFSMDMxUjAyMDMxMjApvBSLdI4wEBMugBB0m2ScJJt0nb%2BjLg%2Fki3W8EywgGa%2FmYBmqwBHK4BoP5gAaD%2BYK7%2B5Kz%2BZgJGARwAAAEAXP8pBDcGlwAtAG%2ByKy4vERI5ALAARViwCi8bsQoXPlmwAEVYsCEvG7EhCz5ZsgIhChESObAKELAN0LIRCiEREjmwChCyFAEKK1gh2Bv0WbACELIaAQorWCHYG%2FRZsCEQsCTQsighChESObAhELIrAQorWCHYG%2FRZMDEBNC4ENTQ2NzUzFRYWFSE0JiMiBhUUHgQVFAYHFSM1JiY1IRQWMzI2AxZb2p5xP9izoLHI%2Ft9jU1JaWO%2BaajjUup%2FN4QEhcWpYZgF%2FUmFSUWmOYqnYEtbZGfXDeHddUkxcYFVriVuq1BPHxhb3zXd%2FXQAFAF%2F%2F7AWQBcUADQAaACgANAA4AIOyNzk6ERI5sDcQsAbQsBTQsDcQsCHQsC%2FQALA1L7A3L7AARViwAy8bsQMXPlmwAEVYsCUvG7ElCz5ZsAMQsArQsAovshECCitYIdgb9FmwAxCyFwIKK1gh2Bv0WbAlELAe0LAeL7AlELIsAgorWCHYG%2FRZsB4QsjICCitYIdgb9FkwMRM0NjMyFhUVFAYjIiY1FxQWMjY1NTQmIyIGFQE0NjMyFhUVFAYjIiY1FxQWMzI1NTQmIgYVBScBF1%2BujY%2Buro2Or8BFcEJCOjdEAfiwjI6vrI%2BQrsBINnpEcET9%2Fo0Cx40EmIanpY1Ih6SljAY8SUo%2BSjxKSUH80Yelo49IhqWmiQQ3TodMPElJP%2FVMBHJMAAMAR%2F%2FsBSgFxAAcACUAMABysg8xMhESObAPELAe0LAPELAq0ACwAEVYsAkvG7EJFz5ZsABFWLAWLxuxFgs%2BWbAARViwGi8bsRoLPlmyEAkWERI5shIaCRESObIdAQorWCHYG%2FRZsiAJFhESObIoCRYREjmwCRCyLgEKK1gh2Bv0WTAxEzQ2NyYmNTQ2MzIWFRQHBxM2NTMQBxchJwYjIiQlMjcBBwYVFBYDFBc3NjY0JiMiBkdxl0FK17aj0bBw%2Bzv2g9r%2BuEuh0dj%2B%2FAHqaF3%2B4RVZbxFYTTstSjo%2BSwGIZaxpV5lTqtXCka6FUf7cdIz%2B5LD9VmrjBToBTA9MZ1dtA3VLcjMmSGRKUAABAD8D2QETBgAABAAXsgEFBhESOQCwAy%2ByAgUDERI5sAIvMDEBAyMRMwETHbfUBW3%2BbAInAAABAHz%2BOQKnBlAAEQAQsgcSExESOQCwDS%2BwBC8wMRM0EhI3FwYCERUQEhcHJgICJ3x67os4kqSilDiI63wEAlDlAZ4BPz6cbP48%2FtIf%2FtH%2BOnCZPQE1AZTcAAABACj%2BOQJhBlAAEQAQsggSExESOQCwDS%2BwBC8wMQEUAgIHJzYSEzUQAic3FhISFwJhgvSLOI6kA6OSOIjxhQMCOeL%2BXv7APJlrAb4BIjUBKwHIcpk7%2Fsr%2BZN0AAAEAGwI8A5MFsAAOACAAsABFWLAELxuxBBc%2BWbAA0BmwAC8YsAnQGbAJLxgwMQElNwUDMwMlFwUTBwMDJwFV%2FsY7ATcUxBQBLzv%2BwNKftrSfA8JZtX0BXf6ce7dZ%2FvZxAST%2B5mwAAAEAOQCSBB8EtgALABoAsAkvsADQsAkQsgYBCitYIdgb9FmwA9AwMQEhESERIREhESERIQK2AWn%2Bl%2F7t%2FpYBagETAy%2F%2B%2B%2F5oAZgBBQGHAAEAI%2F6TAYAA9gAJAB6yCQoLERI5ALAKL7IFBgorWCHYG%2FRZsADQsAAvMDETJzc2NzUzBwYGupckQwL0AQFu%2FpNPQXp54Mhv4gAAAQBuAfsCoQLkAAMAEQCwAi%2ByAQEKK1gh2Bv0WTAxASE1IQKh%2Fc0CMwH76QABAH7%2F9QHFASkACwAisgMMDRESOQCwAEVYsAkvG7EJCz5ZsgMGCitYIdgb9FkwMTc0NjMyFhUUBiMiJn5dRkddXEhHXI5FVlZFRFVVAAAB%2F%2FP%2FgwLiBbAAAwATALAAL7AARViwAi8bsQIXPlkwMRcjATPK1wIY130GLQAAAgBf%2F%2BwENwXEAAwAGgBGsgMbHBESObADELAQ0ACwAEVYsAkvG7EJFz5ZsABFWLADLxuxAws%2BWbAJELIQAQorWCHYG%2FRZsAMQshcBCitYIdgb9FkwMQEQAiMiAgMREBIgEhMlNCYjIgYHERQWMzI2NwQ3%2BvHu%2FAP9Adz8A%2F7fY2lmYQNha2peAgJa%2FtL%2BwAE6ASUBDAExATz%2Bx%2F7bGrWlnaf%2BnrKtpqsAAQCnAAADIQWyAAYAOQCwAEVYsAUvG7EFFz5ZsABFWLAALxuxAAs%2BWbIEAAUREjmwBC%2ByAwEKK1gh2Bv0WbICAwUREjkwMSEhEQU1JTMDIf7f%2FqcCWx8EWmvr2AABAEYAAARJBcQAGQBZshEaGxESOQCwAEVYsBEvG7ERFz5ZsABFWLAALxuxAAs%2BWbIYAQorWCHYG%2FRZsgIAGBESObIDEQAREjmwERCyCQEKK1gh2Bv0WbIMABEREjmyFhEAERI5MDEhITUBNjY1NCYjIgYVITQ2NjMyFhUUBgcBIQRJ%2FBoB12FdYlticf7ef%2BiT4flwiP61AnLGAfZqnkdhb4duhdx92MVs4JX%2BowABAED%2F7AQzBcQAKACHsgcpKhESOQCwAEVYsA8vG7EPFz5ZsABFWLAbLxuxGws%2BWbIBDxsREjmwAS%2B03wHvAQJdtH8BjwECcbRvAX8BAl2y%2FwEBcbAPELIHAQorWCHYG%2FRZsgoPGxESObABELInAQorWCHYG%2FRZshUnARESObIfGw8REjmwGxCyIgEKK1gh2Bv0WTAxATMyNjU0JiMiBhUhNDY2MzIEFRQGBxYWFRQEIyIkNSEUFjMyNjU0IyMBiZpuamlcU3D%2B33vdhecBBnpje3n%2B5ena%2FusBIXtaZ3XwmQNYbltYYltJcrVm3cJkqC0ssHjC6ua9UmhtWtoAAAIANwAABF8FsAAKAA4ASQCwAEVYsAkvG7EJFz5ZsABFWLAELxuxBAs%2BWbIBCQQREjmwAS%2ByAgEKK1gh2Bv0WbAG0LABELAL0LIIBgsREjmyDQkEERI5MDEBMxUjESERIScBIQEhEQcDuqWl%2Ft%2F9qw0CXwEk%2FZ0BQhMCJOn%2BxQE7tgO%2F%2FHQCAiEAAAEAaf%2FsBEIFsAAfAGqyFiAhERI5ALAARViwAS8bsQEXPlmwAEVYsA4vG7EOCz5ZsAEQsgMBCitYIdgb9FmyBwEOERI5sAcvshwBCitYIdgb9FmyBQccERI5sA4QshYBCitYIdgb9FmyExYcERI5sh8cFhESOTAxExMhFSEDNjMyEhUUBgYjIiYmJyEWFjMyNjU0JiMiBweOVAMw%2Fb0kZ3TQ7Hfel4TigwQBHgltWGJqenBnQBwCzALk8f7HN%2F7%2B6I3fe2vCfFtljYF8hDYaAAACAGT%2F7ARPBb8AFgAjAFuyFyQlERI5sBcQsA7QALAARViwAC8bsQAXPlmwAEVYsA4vG7EOCz5ZsAAQsgEBCitYIdgb9FmyBwAOERI5sAcvshcBCitYIdgb9FmwDhCyHgEKK1gh2Bv0WTAxARUjBgYHNjMyEhUUBgYjIgARNTQSJDcDIgYHFRQWMzI2NTQmA3McxO8YdLG%2B4Hvhjub%2B5bMBT93qRnIbcmddc3QFv%2B4DxrB2%2FvDejuaAAUABC2jtAWvHAf0nSTxYkaOTdXeSAAEAPQAABEEFsAAGADIAsABFWLAFLxuxBRc%2BWbAARViwAS8bsQELPlmwBRCyAwEKK1gh2Bv0WbIAAwUREjkwMQEBIQEhNSEEQf3N%2Fs8CNP0sBAQFDvryBMbqAAMAX%2F%2FsBDcFxAAWACIALQB9shQuLxESObAUELAa0LAUELAm0ACwAEVYsBQvG7EUFz5ZsABFWLAJLxuxCQs%2BWbIrCRQREjmwKy%2B0byt%2FKwJdtN8r7ysCXbIaAQorWCHYG%2FRZsgMaKxESObIOKxoREjmwCRCyIAEKK1gh2Bv0WbAUELImAQorWCHYG%2FRZMDEBFAYHFhYVFAQgJDU0NjcmJjU0NjMyFgE0JiMiBhUUFjMyNgM0JiMiBhUUFjI2BBhqXWp8%2Fvj%2BOv72fGldafjV1Pn%2B%2FW5dXG5sYF5rHlpSUVpapFkELWqkMTOzecLh4sF5tDIxpGq63dv8u19ycWBdcm4C3FVnZFhXamoAAgBW%2F%2FIELAXEABUAIgBdshYjJBESObAWELAJ0ACwAEVYsAkvG7EJFz5ZsABFWLASLxuxEgs%2BWbIWCRIREjl8sBYvGLICAQorWCHYG%2FRZsBIQshMBCitYIdgb9FmwCRCyHQEKK1gh2Bv0WTAxAQYjIgI1NDY2MzIWEhcVEAAFBzU3JAMyNjc1NCYjIgYVFBYDB3GXweh94IyQ4HwB%2Fpb%2BtEdAAXmiRmUacF5XcG0CRm8BCeGP74WQ%2FvKua%2F6U%2FmAOAfEBEQG%2FSDN3k6KfeHeZ%2F%2F8Aff%2F1AcQEXAAmABL%2FAAEHABL%2F%2FwMzAAYAsA8vMDH%2F%2FwA5%2FpMBswRcACcAEv%2FuAzMBBgAQFgAABgCwAy8wMQABADYAiQOTBE8ABgAWALAARViwBS8bsQUTPlmwAtCwAi8wMQEFEQE1AREBWQI6%2FKMDXQJqyf7oAW3sAW3%2B6AAAAgCIATkEBgPWAAMABwAlALAHL7AD0LADL7IAAQorWCHYG%2FRZsAcQsgQBCitYIdgb9FkwMQEhNSERITUhBAb8ggN%2B%2FIIDfgLq7P1j7AAAAQB4AIgD3wROAAYAFgCwAEVYsAIvG7ECEz5ZsAXQsAUvMDEBJREBFQERAr39uwNn%2FJkCbcsBFv6T6%2F6SARcAAAIALf%2F0A7IFxAAYACIAXrIHIyQREjmwBxCwHNAAsABFWLAOLxuxDhc%2BWbAARViwIS8bsSELPlmyGwYKK1gh2Bv0WbAA0LAAL7IDAA4REjmwDhCyBwEKK1gh2Bv0WbIKDgAREjmyFQAOERI5MDEBND4CNTQjIgYHITY2MzIWFRQGBwcGBwcBNDYyFhUUBiImAVtEtTycSlkC%2Ft4C89LU6kxfUUwLBP7jW45bWZJZAb%2BMpqFlOKlbUL%2FYzbtVl1xNSWI9%2Fs1DV1dDQlZWAAIAS%2F47BuAFiAA1AEEAerI6QkMREjmwOhCwI9AAsABFWLAILxuxCAs%2BWbAD0LAIELI5BworWCHYG%2FRZsgYIORESObAIELAP0LAPL7A5ELAW0LAPELAy0LAyL7IcBworWCHYG%2FRZsAgQsCrQsCovsiMHCitYIdgb9FmwDxCyPwcKK1gh2Bv0WTAxAQICIyImJwYjIiY3NhI2MzIXFwMGFjMyNjcSACEiBAIHAgAhMjY3FwYGIyAkAhMSEiQzMgQSAQYWMzI2NxMmIyIGBtUL58NWfSBkoZKgFBKDyHSPZT8zCjc8XHwGEf7F%2FsvB%2FtKuCxABPAE7U7ZCJj3Paf74%2Foy3DAzkAYn3%2BwFqtPwIC0RMMVgdKicpc38CGP8A%2FtNKRYz2yqUBAYpCK%2F2%2BT1TXrgFdAXfE%2Fpfp%2Fp7%2BfSUfmigx1QGfASABFAG279f%2BcP6NhIlWUQHZDcQAAgAHAAAFXAWwAAcACgBGALAARViwBC8bsQQXPlmwAEVYsAIvG7ECCz5ZsABFWLAGLxuxBgs%2BWbIJBAIREjmwCS%2ByAAEKK1gh2Bv0WbIKBAIREjkwMQEhAyEBIQEhASEDA7j98mT%2BwQIeARYCIf7B%2Fd4BbLcBLP7UBbD6UAIfAiEAAAMAggAABLwFsAAOABYAHgCTshgfIBESObAYELAC0LAYELAR0ACwAEVYsAEvG7EBFz5ZsABFWLAALxuxAAs%2BWbIXAAEREjmwFy%2B03xfvFwJdtH8XjxcCcbIfFwFysv8XAXG0DxcfFwJxtG8XfxcCXbKPFwFysg8BCitYIdgb9FmyCA8XERI5sAAQshABCitYIdgb9FmwARCyHQEKK1gh2Bv0WTAxMxEhIAQVFAYHFhYVFAQHAREhMjY1NCclMzY1NCYjI4IB%2FgEJARJuYnCB%2FvT4%2FvYBAWp3z%2F7t3uNzfNIFsMvEa6MmHKp70tgCAnr%2Bd2VZyAPUBLFjVwABAFb%2F7AT7BcQAHABFALAARViwCy8bsQsXPlmwAEVYsAMvG7EDCz5ZsAsQsA%2FQsAsQshIBCitYIdgb9FmwAxCyGQEKK1gh2Bv0WbADELAc0DAxAQYAISAAETU0EiQzMgAXISYmIyIGBxUUFjMyNjcE%2BRH%2Bx%2F8A%2Fuj%2Bv5QBE7b8ATQY%2FtQLh4qWlQKPmouJCgHl6%2F7yAXkBSVnSAUCr%2FvL0jX%2FX4m7s2n%2BFAAIAggAABNsFsAALABUAOQCwAEVYsAEvG7EBFz5ZsABFWLAALxuxAAs%2BWbABELIMAQorWCHYG%2FRZsAAQsg0BCitYIdgb9FkwMTMRITIEEhUVFAIEBwMRMzI2NzU0JiOCAcDAAS%2Bqp%2F7Qv5eRsLoCuLEFsK3%2BwctDy%2F7ErgEEvfw05tZN3uUAAQCCAAAEUgWwAAsATgCwAEVYsAYvG7EGFz5ZsABFWLAELxuxBAs%2BWbILBAYREjmwCy%2ByAAEKK1gh2Bv0WbAEELICAQorWCHYG%2FRZsAYQsggBCitYIdgb9FkwMQEhESEVIREhFSERIQPu%2FcACpPwwA879XgJAAnf%2BevEFsPP%2BpQABAIIAAAQ2BbAACQBAALAARViwBC8bsQQXPlmwAEVYsAIvG7ECCz5ZsgkCBBESObAJL7IAAQorWCHYG%2FRZsAQQsgYBCitYIdgb9FkwMQEhESERIRUhESED7v3A%2FtQDtP14AkACU%2F2tBbDz%2FogAAAEAXv%2FsBQIFxAAgAGiyDCEiERI5ALAARViwDC8bsQwXPlmwAEVYsAMvG7EDCz5ZshADDBESObAMELITAQorWCHYG%2FRZsAMQshoBCitYIdgb9FmyHwwDERI5sB8vtN8f7x8CXbJfHwFdsh4BCitYIdgb9FkwMSUGBCMiJAInNTQSJDMgBBchJiYjIgYHFRQWMzI3NSE1IQUCUf7YtL3%2B45sCkwEVugEDASQb%2FtwUiXiZoAGuqKlI%2Fu8CPbhha6UBOtRj2gE%2FqffsfXTm413l6kj73QAAAQCCAAAFIwWwAAsATACwAEVYsAYvG7EGFz5ZsABFWLAKLxuxChc%2BWbAARViwAC8bsQALPlmwAEVYsAQvG7EECz5ZsgkKABESObAJL7ICAQorWCHYG%2FRZMDEhIREhESERIREhESEFI%2F7U%2Fbf%2B1AEsAkkBLAJw%2FZAFsP2yAk4AAQCVAAABwQWwAAMAHQCwAEVYsAIvG7ECFz5ZsABFWLAALxuxAAs%2BWTAxISERIQHB%2FtQBLAWwAAABACj%2F7AP5BbAAEAAvsgYREhESOQCwAEVYsAAvG7EAFz5ZsABFWLAGLxuxBgs%2BWbINAQorWCHYG%2FRZMDEBIREUBgYjIiQ1IRQWMzI2NQLNASx74I3n%2Fv4BLlphVmYFsPwQi9V069drZnZtAAABAIIAAAUlBbAADABMsgANDhESOQCwAEVYsAQvG7EEFz5ZsABFWLAILxuxCBc%2BWbAARViwAi8bsQILPlmwAEVYsAsvG7ELCz5ZsgAEAhESObIGBAIREjkwMQEHESERIRE3ASEBASECSpz%2B1AEshAFzAXH9%2BwIU%2FpsCSKj%2BYAWw%2FWy1Ad%2F9efzXAAABAIIAAAQrBbAABQAoALAARViwBC8bsQQXPlmwAEVYsAIvG7ECCz5ZsgABCitYIdgb9FkwMSUhFSERIQGuAn38VwEs8fEFsAABAIIAAAZ%2BBbAADgBZALAARViwAC8bsQAXPlmwAEVYsAIvG7ECFz5ZsABFWLAELxuxBAs%2BWbAARViwCC8bsQgLPlmwAEVYsAwvG7EMCz5ZsgEABBESObIHAAQREjmyCgAEERI5MDEJAiERIRETASMBExEhEQIKAXYBdAGK%2FtMe%2FnfO%2Fnge%2FtQFsPvgBCD6UAGOAq%2F7wwQ8%2FVL%2BcgWwAAEAggAABSIFsAAJAEyyAQoLERI5ALAARViwBS8bsQUXPlmwAEVYsAgvG7EIFz5ZsABFWLAALxuxAAs%2BWbAARViwAy8bsQMLPlmyAgUAERI5sgcFABESOTAxISEBESERIQERIQUi%2FtT9uP7UASwCSQErA778QgWw%2FEADwAACAFb%2F7AUuBcQAEAAeAEayBB8gERI5sAQQsBTQALAARViwDC8bsQwXPlmwAEVYsAQvG7EECz5ZsAwQshQBCitYIdgb9FmwBBCyGwEKK1gh2Bv0WTAxARQCBCMiJAInNTQSJCAEEhUlNCYjIgYHFRQWMzI2NwUumP7lt7X%2B5JwBmwEbAWwBG5v%2B0KSYl6QBpJqXogECt9f%2BvLCuAUPSSNcBR6%2Bv%2FrnWAeXu6%2BNH3%2Fbt4wAAAgCCAAAE3QWwAAsAFABNsgsVFhESObALELAN0ACwAEVYsAMvG7EDFz5ZsABFWLABLxuxAQs%2BWbIMAwEREjmwDC%2ByAAEKK1gh2Bv0WbADELITAQorWCHYG%2FRZMDEBESERITIWFhUUBCElITI2NTQmJyEBrv7UAjik%2BYb%2B2%2F79%2FvkBDHd9fm%2F%2B7QIB%2Ff8FsHjdjdb383Boa4QCAAIAVP78BSwFxAAUACIARrIIIyQREjmwCBCwH9AAsABFWLAQLxuxEBc%2BWbAARViwCC8bsQgLPlmwEBCyGAEKK1gh2Bv0WbAIELIfAQorWCHYG%2FRZMDEBFAIHFwclBiMiJAInNTQSJCAEEhUlNCYjIgYHFRQWMzI2NwUshHXyv%2F7KNTm1%2FuScAZsBGwFsARub%2FtCkmJekAaSal6IBArfM%2FtNbvqn5Ca4BQ9JI1wFHr6%2F%2BudYB5e7r40ff9u3jAAACAIIAAATwBbAADgAXAGGyBRgZERI5sAUQsBbQALAARViwBC8bsQQXPlmwAEVYsAIvG7ECCz5ZsABFWLANLxuxDQs%2BWbIQBAIREjmwEC%2ByAAEKK1gh2Bv0WbILAAQREjmwBBCyFgEKK1gh2Bv0WTAxASMRIREhIAQVFAYHARUhATMyNjU0JiMjAp3v%2FtQCHQECARiBgwE7%2Fr7%2BAPJxfHV58QIV%2FesFsObSlcc7%2Fa0OAwhzZWd2AAEARf%2FsBKIFxAAnAGOyEigpERI5ALAARViwCi8bsQoXPlmwAEVYsB4vG7EeCz5ZsgMeChESObIPCh4REjmwChCyEgEKK1gh2Bv0WbADELIXAQorWCHYG%2FRZsiMeChESObAeELIlAQorWCHYG%2FRZMDEBNCYkJyY1NDY2MzIWFhUhNCYjIgYVFBYXBBYVFAQjIiQmNSEUITI2A3V4%2Fshb%2BIX5m5z0h%2F7UfnJueo%2BLAQDq%2FuLyqP7skQEtASBreAF%2BVVtlMYbjdrlocc6DZG9dTEdgKk3kqr3Xe9aN8VcAAAEAKAAABMoFsAAHAC4AsABFWLAGLxuxBhc%2BWbAARViwAi8bsQILPlmwBhCyAAEKK1gh2Bv0WbAE0DAxASERIREhNSEEyv5C%2FtT%2BSASiBL37QwS98wAAAQB0%2F%2BwE0AWwABAAPLIEERIREjkAsABFWLAALxuxABc%2BWbAARViwCC8bsQgXPlmwAEVYsAQvG7EECz5Zsg0BCitYIdgb9FkwMQERFAAhIgAnESERFBYzMhMRBND%2B1f79%2F%2F7UAwEsiXn9BAWw%2FEHv%2FuoBDuwDyvw%2Fj4MBCgPJAAABAAcAAAU0BbAABgA4sgAHCBESOQCwAEVYsAEvG7EBFz5ZsABFWLAFLxuxBRc%2BWbAARViwAy8bsQMLPlmyAAEDERI5MDEBASEBIQEhApwBSgFO%2FgX%2Bx%2F4HAU0BaQRH%2BlAFsAAAAQAjAAAG3wWwAAwAYLIFDQ4REjkAsABFWLABLxuxARc%2BWbAARViwCC8bsQgXPlmwAEVYsAsvG7ELFz5ZsABFWLADLxuxAws%2BWbAARViwBi8bsQYLPlmyAAEDERI5sgUBAxESObIKAQMREjkwMQETIQEhAwMhASETEzME8MQBK%2F69%2FtLt7f7S%2Fr0BK8Xw%2FgGkBAz6UAPO%2FDIFsPv2BAoAAAEAFgAABQAFsAALAFMAsABFWLABLxuxARc%2BWbAARViwCi8bsQoXPlmwAEVYsAQvG7EECz5ZsABFWLAHLxuxBws%2BWbIAAQQREjmyBgEEERI5sgMABhESObIJBgAREjkwMQEBIQEBIQEBIQEBIQKLAREBWf5YAbP%2Bo%2F7o%2Fuj%2BowGz%2FlgBWQO6Afb9Lv0iAf7%2BAgLeAtIAAAEAAgAABO8FsAAIADEAsABFWLABLxuxARc%2BWbAARViwBy8bsQcXPlmwAEVYsAQvG7EECz5ZsgABBBESOTAxAQEhAREhEQEhAngBLwFI%2FiL%2Bz%2F4iAUkDIAKQ%2FGD98AIQA6AAAQBJAAAEngWwAAkARACwAEVYsAcvG7EHFz5ZsABFWLACLxuxAgs%2BWbIAAQorWCHYG%2FRZsgQAAhESObAHELIFAQorWCHYG%2FRZsgkFBxESOTAxJSEVITUBITUhFQHAAt77qwLQ%2FTEERPHxsAQN86wAAAEAeP6tAigGngAHACIAsAQvsAcvsgABCitYIdgb9FmwBBCyAwEKK1gh2Bv0WTAxASMRMxUhESECKI6O%2FlABsAW%2F%2Bc3fB%2FEAAAEAAP%2BDA4cFsAADABMAsAIvsABFWLAALxuxABc%2BWTAxESEBIQEnAmD%2B2AWw%2BdMAAAEADf6tAb0GngAHACUAsAIvsAEvsAIQsgUBCitYIdgb9FmwARCyBgEKK1gh2Bv0WTAxEyERITUzESMNAbD%2BUI%2BPBp74D98GMwAAAQAsAtkDVAWwAAYAJ7IABwgREjkAsABFWLADLxuxAxc%2BWbAA0LIBBwMREjmwAS%2BwBdAwMQEDIwEzASMBwK7mASvSASvlBKL%2BNwLX%2FSkAAQAB%2Fx4DkAAAAAMAGQCwAEVYsAMvG7EDCz5ZsQAKK1jYG9xZMDEFITUhA5D8cQOP4uIAAAEANATKAjUGAAADABYAsAEvsg8BAV2wAtCwAi%2ByDwIBXTAxASMBIQI17f7sATsEygE2AAACAET%2F7AQGBE4AHgApAHEAsABFWLAXLxuxFxM%2BWbAARViwBC8bsQQLPlmwAEVYsAAvG7EACz5ZsgIEFxESObILFwAREjmwCy%2ByjwsBXbAXELIPAQorWCHYG%2FRZshILFxESObAEELIfAQorWCHYG%2FRZsAsQsiMICitYIdgb9FkwMSEmJwYjIiY1NDY3MzU0JiMiBhUhNDY2MzIWFREWFxUlMjY3NSMiBwcUFgLiFAlpqJ%2FR%2F%2FGFTVNJU%2F7fdNSEyOsBKv3tQGwabNkOAUwnOnW4jKy4AT5LWkY9XqBbybb%2BK5pPEck5MLqWETZGAAIAb%2F%2FsBD4GAAAPABsAZLITHB0REjmwExCwC9AAsAkvsABFWLAMLxuxDBM%2BWbAARViwAy8bsQMLPlmwAEVYsAYvG7EGCz5ZsgUMBhESObIKDAYREjmwDBCyEwEKK1gh2Bv0WbADELIYAQorWCHYG%2FRZMDEBEAIjIicHIREhETYzMhIRJTQmIyIHERYzMjc2BD7ex7BpDf78ASFko8bh%2Ft9oZ4o0NYuMLBUCE%2F78%2Ft2HcwYA%2Fdl1%2Ft3%2B%2BAWkl3H%2BVXKKQgABAEL%2F7AP2BE4AHABLshYdHhESOQCwAEVYsA8vG7EPEz5ZsABFWLAILxuxCAs%2BWbIAAQorWCHYG%2FRZsgMIDxESObITDwgREjmwDxCyFgEKK1gh2Bv0WTAxJTI2NyEOAiMiABE1NAAzMhYXISYmIyIGFRUUFgIxUGQCAQ8Bds186P70AQroy%2FUC%2FvECZFJlZ2bVWElut2UBJwEEE%2FoBKufAVGmTpR6nkgACAEL%2F7AQRBgAADgAYAGGyFxkaERI5sBcQsATQALAGL7AARViwAy8bsQMTPlmwAEVYsAgvG7EICz5ZsABFWLAMLxuxDAs%2BWbIFAwgREjmyCgMIERI5shIBCitYIdgb9FmwAxCyFwEKK1gh2Bv0WTAxEzQSMzIXESERIScGIyICJRQWMzI3ESYjIkLjxZ5nASL%2B%2Bw5sqr%2FnASFqZYY3NoXRAiX9ASx2Aij6AHOHAS33mKJxAatxAAIASP%2FsBB4ETgAVAB0Ac7IWHh8REjmwFhCwCNAAsABFWLAILxuxCBM%2BWbAARViwAC8bsQALPlmyGggAERI5sBovtB8aLxoCcbKPGgFdsl8aAXGyDAgKK1gh2Bv0WbAAELIQAQorWCHYG%2FRZshIADBESObAIELIWAQorWCHYG%2FRZMDEFIgA1NTQSNjMyEhEVIRYWMzI3FwYGAyIGByE1JiYCYe7%2B1X7nlN7%2F%2FU8OjWynXo5B3qhWaw8BkgJkFAEk8xyjAQGL%2Fuj%2B%2F3ZqgHmfXGcDeHRsF2BpAAEAHQAAAt4GFQAUAGOyBxUWERI5ALAARViwCC8bsQgZPlmwAEVYsAMvG7EDEz5ZsABFWLAQLxuxEBM%2BWbAARViwAC8bsQALPlmwAxCyAQkKK1gh2Bv0WbAIELINAQorWCHYG%2FRZsAEQsBLQsBPQMDEzESM1MzU0NjMyFwcmIyIVFTMVIxG%2BoaHRvDxXAyQ0o9fXA2bUXLbJFOAJmVfU%2FJoAAAIARf5WBCIETgAbACYAgLIkJygREjmwJBCwDNAAsABFWLADLxuxAxM%2BWbAARViwBi8bsQYTPlmwAEVYsBgvG7EYCz5ZsABFWLAMLxuxDA0%2BWbIFBhgREjmyEAwYERI5shIBCitYIdgb9FmyFgYYERI5sBgQsh8BCitYIdgb9FmwAxCyJAEKK1gh2Bv0WTAxEzQSMzIXNyERFAYGIyImJzcWMzI2NTUGIyICNQUUFjMyNxEmIyIGRe3JsmMMAQaB6p134jqAbJpzgGSjw%2FEBIXZnhDk6gWh3AiX5ATB6ZvvqjtJuX0uweXtxOnEBMfwJk6djAcdjqgAAAQBoAAAEDwYAABAASbIKERIREjkAsBAvsABFWLACLxuxAhM%2BWbAARViwBS8bsQULPlmwAEVYsA0vG7ENCz5ZsgACBRESObACELIKAQorWCHYG%2FRZMDEBNjMgExEhETQmIyIHESERIQGJc64BYAX%2B31Bdfzn%2B3wEhA8SK%2Fmf9SwKtXVli%2FP8GAAAAAgBtAAABsQXnAAMADgA%2BsgcPEBESObAHELAA0ACwAEVYsAIvG7ECEz5ZsABFWLAALxuxAAs%2BWbACELAN0LANL7IGBgorWCHYG%2FRZMDEhIREhATQ2MzIWFRQGIiYBoP7eASL%2BzVdLSlhZklkEOgEYQVRUQUJUVAAAAv%2Bh%2FksBrAXnAAwAFgBJsgMXGBESObADELAU0ACwAEVYsAAvG7EAEz5ZsABFWLAELxuxBA0%2BWbIJAQorWCHYG%2FRZsAAQsBTQsBQvsg8GCitYIdgb9FkwMQERFAYjIic1FjMyNREDNDYyFhUUBiImAaG%2Bs0tENCeDF1eWV1mSWQQ6%2B4uzxxHlCYsEdwEYQVRUQUJUVAAAAQBvAAAEWgYAAAwARQCwAEVYsAQvG7EEGT5ZsABFWLAILxuxCBM%2BWbAARViwAi8bsQILPlmwAEVYsAsvG7ELCz5ZsgAIAhESObIGCAIREjkwMQEHESERIRE3ASEBASEB%2BGj%2B3wEhOAEVAVv%2BeQGp%2FrQBsmj%2BtgYA%2FK1IAUX%2BPf2JAAEAfgAAAaAGAAADAB0AsABFWLACLxuxAhk%2BWbAARViwAC8bsQALPlkwMSEhESEBoP7eASIGAAAAAQBvAAAGfgROAB0Ad7IEHh8REjkAsABFWLADLxuxAxM%2BWbAARViwBy8bsQcTPlmwAEVYsAAvG7EAEz5ZsABFWLALLxuxCws%2BWbAARViwEy8bsRMLPlmwAEVYsBsvG7EbCz5ZsgEHCxESObIFBwsREjmwBxCyEAEKK1gh2Bv0WbAY0DAxARc2MzIXNjMyFhURIRE0JiMiBxMhETQmIyIHESERAX4Jc8TRTnLTsKz%2B3khbgjIB%2Ft9KWXs3%2Ft8EOnmNpaXNzv1NArJcVXz9GQKxXlRm%2FQMEOgAAAQBpAAAEDwROABEAU7IMEhMREjkAsABFWLADLxuxAxM%2BWbAARViwAC8bsQATPlmwAEVYsAcvG7EHCz5ZsABFWLAPLxuxDws%2BWbIBAAcREjmwAxCyDAEKK1gh2Bv0WTAxARc2MzIWFxEhETQmIyIHESERAXkJdMOsqAL%2B31Bdej3%2B3wQ6fZHKyf1FArRcU2j9BQQ6AAIAQv%2FsBEMETgANABkAQ7IRGhsREjmwERCwBNAAsABFWLAELxuxBBM%2BWbAARViwCy8bsQsLPlmyEQEKK1gh2Bv0WbAEELIXAQorWCHYG%2FRZMDETNDY2MzIAFxcUACAAEQUUFjMyNjU0JiMiBkJ86ZrbARUQAv7q%2Fiz%2B6QEhdGxpdnZranQCJ6H8iv705kr5%2FtMBLAECCJqjobGXpqUAAgBv%2FmAEPQROAA8AGQBushMaGxESObATELAE0ACwAEVYsAwvG7EMEz5ZsABFWLAILxuxCBM%2BWbAARViwBi8bsQYNPlmwAEVYsAMvG7EDCz5ZsgUIAxESObIKCAMREjmwDBCyEwEKK1gh2Bv0WbADELIYAQorWCHYG%2FRZMDEBFAIjIicRIREhFzYzMhIRJTQmIyIHERYzMgQ948GkZf7fAQwKaanI3v7fa2aIMzWIzwIT%2Bv7Tcv4CBdpqfv7Y%2FvwGl6Ro%2FkVrAAACAEL%2BYAQRBE4ADgAZAGuyFxobERI5sBcQsAvQALAARViwAy8bsQMTPlmwAEVYsAYvG7EGEz5ZsABFWLAILxuxCA0%2BWbAARViwDC8bsQwLPlmyBQYMERI5sgoGDBESObISAQorWCHYG%2FRZsAMQshcBCitYIdgb9FkwMRM0EjMyFzczESERBiMiAiUUFjMyNxEmIyIGQuPGrmcT%2Fv7eZKLB5gEhbWOFNzaEZG4CJ%2F8BKIVx%2BiYB%2FXEBLPqbomoBv2aiAAEAbwAAAtMETgANAEayBA4PERI5ALAARViwCy8bsQsTPlmwAEVYsAgvG7EIEz5ZsABFWLAFLxuxBQs%2BWbALELICAQorWCHYG%2FRZsgkLBRESOTAxASYjIgcRIREhFzYzMhcCzzstpDP%2B3wERCFeaMCoDKwhv%2FTwEOoGVDQABADj%2F7APSBE4AJQBbshsmJxESOQCwAEVYsAgvG7EIEz5ZsABFWLAbLxuxGws%2BWbICGwgREjmyCwgbERI5sAgQsg8JCitYIdgb9FmwAhCwFdCyHwgbERI5sBsQsiMJCitYIdgb9FkwMQE0JickNTQ2MzIWFSE0JiMiBhUUFhYXFhUUBiMiJiY1IRYWMzI2ArlpdP5%2B78HO9%2F7fUFVJUFvYSuX%2ByYjTeAESBGpZU1UBKzU9GFH3kMHCmz5RQjMwOysbVM%2BUt2GpYk1SPwABAAr%2F7AKNBUQAFABSsgAVFhESOQCwAEVYsBMvG7ETEz5ZsABFWLANLxuxDQs%2BWbATELAB0LAA0LAAL7ABELIECQorWCHYG%2FRZsA0QsggBCitYIdgb9FmwBBCwENAwMQERMxUjERQWMzI3FQYjIAMRIzUzEQHJubkuQTAlVVr%2B0AaengVE%2FvbU%2FeQ8NAfbGgEzAkfUAQoAAAEAaP%2FsBA8EOgAQAFOyChESERI5ALAARViwBi8bsQYTPlmwAEVYsA0vG7ENEz5ZsABFWLACLxuxAgs%2BWbAARViwEC8bsRALPlmyAA0CERI5sAIQsgoBCitYIdgb9FkwMSUGIyImJxEhERQzMjcRIREhAvdrva63AgEhmpM3ASL%2B8G6CyMECxf1FqWYC%2FvvGAAEADQAAA%2FsEOgAGADiyAAcIERI5ALAARViwAS8bsQETPlmwAEVYsAUvG7EFEz5ZsABFWLADLxuxAws%2BWbIABQMREjkwMQETIQEhASECBMkBLv6T%2Fuz%2BkwEuAWEC2fvGBDoAAQAcAAAFwQQ6AAwAYLIFDQ4REjkAsABFWLABLxuxARM%2BWbAARViwCC8bsQgTPlmwAEVYsAsvG7ELEz5ZsABFWLADLxuxAws%2BWbAARViwBi8bsQYLPlmyAAsDERI5sgULAxESObIKCwMREjkwMQETIQEjAwMjASETEzMEHI4BF%2F7s8s3N8f7sAReNxtEBiQKx%2B8YCqf1XBDr9UAKwAAABABUAAAQDBDoACwBTALAARViwAS8bsQETPlmwAEVYsAovG7EKEz5ZsABFWLAELxuxBAs%2BWbAARViwBy8bsQcLPlmyAAoEERI5sgYKBBESObIDAAYREjmyCQYAERI5MDEBEyEBASEDAyEBASECC7YBNf7MAUH%2BysHA%2FskBQf7NATYC9wFD%2Fe792AFU%2FqwCKAISAAEAA%2F5LBAEEOgAQAEOyABESERI5ALAARViwAS8bsQETPlmwAEVYsA8vG7EPEz5ZsABFWLAGLxuxBg0%2BWbIADwYREjmyCgEKK1gh2Bv0WTAxARMhAQcGIyInNRcyNjc3ASECA8gBNv5NGGHfP0EsUlEXIv6FATcBmQKh%2Bx451BPbATI6WQQ9AAABAEoAAAPMBDoACQBEALAARViwBy8bsQcTPlmwAEVYsAIvG7ECCz5ZsgABCitYIdgb9FmyBAACERI5sAcQsgUBCitYIdgb9FmyCQUHERI5MDElIRUhNQEhNSEVAbsCEfx%2BAf3%2BEgNj6emwAqDqqwAAAQAw%2FpgCggY9ABgALLITGRoREjkAsAwvsAAvsgYMABESObAGL7IFCQorWCHYG%2FRZshMFBhESOTAxASQRNTQjNTI3NTQ2NxcGBgcVFAcWFRUWFwJK%2FpiyrgS0tDhMTgKzswWX%2FphlAWzH08%2FH1LnkM6Eci3vS4ltc49TqNAAAAQCt%2FvIBXAWwAAMAEwCwAC%2BwAEVYsAIvG7ECFz5ZMDEBIxEzAVyvr%2F7yBr4AAAEAIv6YAnQGPQAXACyyBRgZERI5ALALL7AXL7IRCxcREjmwES%2ByEgkKK1gh2Bv0WbIFEhEREjkwMRc2NzU0NyY1NSYnNxYWFxUWMxUiFRUCBSKYBLe3BJg4s7QBBK6yCP6gxjbs1OJYWOfR6TmhMuO418fP0dn%2BomMAAQBqAXcExQM7ABUAMQCwDi%2BwEtCwEi%2ByAwEKK1gh2Bv0WbAOELIHAQorWCHYG%2FRZsAMQsArQsA4QsBXQMDEBFAYjIiYmIyIGFSc0NjMyFhYzMjY1BMW6k0p%2FpkY6SNe1lk6Ao0M7SwMZuug5n2ROArriPJtqTAAAAgCA%2Fo8BxARNAAMADAAxsgYNDhESObAGELAA3ACwAi%2BwAEVYsAsvG7ELEz5ZsgYGCitYIdgb9FmwAdCwAS8wMRMzEyEBFAYiJjQ2Mhaq8SH%2BzQE7XIxcWZJZAn%2F8EAUlQ1ZWhlZWAAABAGP%2FCwQYBSYAIQBSsgAiIxESOQCwAEVYsBQvG7EUEz5ZsABFWLAKLxuxCgs%2BWbAH0LIAAQorWCHYG%2FRZsAoQsAPQsBQQsBHQsBQQsBjQsBQQshsBCitYIdgb9FkwMSUyNjchBgYHFSM1JgI1NTQSNzUzFRYWFyEmJiMiBgcVFBYCUlBkAgEQAsGbyLvU0r3Io7kC%2FvACZFFmZgFn1VhJkdMd6ukeASDiFtoBIiDg4R3eo1ZnlaAhqJEAAAEAYwAABIkFwwAfAHGyGiAhERI5ALAARViwEi8bsRIXPlmwAEVYsAUvG7EFCz5Zsh0SBRESObAdL7IAAQorWCHYG%2FRZsAUQsgMBCitYIdgb9FmwB9CwCNCwABCwC9CwDNCwHRCwDtCyFhIdERI5sBIQshkBCitYIdgb9FkwMQEXFAchFSE1MzY1JyM1Myc0NjMyFhUhNCYjIgYVFyEVAjQGPgKN%2B91cSAWimgf3z9Ty%2FuFXUUJXCQE1AkCLe0nx8RKhnOzjyurhwFVaYmDj7AACAFH%2F5QVDBPEAGwArADmyAiwtERI5sAIQsCDQALAQL7AARViwAi8bsQILPlmyIAgKK1gh2Bv0WbAQELIoCAorWCHYG%2FRZMDElBiMiJwcnNyY1NDcnNxc2MzIXNxcHFhUUBxcHARQWFjMyNjY1NCYmIyIGBgQxn8rLnoGNh2RtkI2Om8HCm5COlGtii478eWy%2Fb26%2FbGy%2Bb3C%2BbGt%2FfoSQiZzFzKGTkJFzdZSRl5%2FKwZyNkQJ7dst1dct2d8l0dMkAAAEAFAAABNAFsAAWAHMAsABFWLAWLxuxFhc%2BWbAARViwAS8bsQEXPlmwAEVYsAwvG7EMCz5ZsgAMFhESObIPDBYREjmwDy%2BwE9CwEy%2B0DxMfEwJdsAPQsBMQshIHCitYIdgb9FmwBtCwDxCwB9CwDxCyDgcKK1gh2Bv0WbAK0DAxAQEhATMVIRUhFSERIREhNSE1ITUhASECcgEVAUn%2Bier%2BwQE%2F%2FsH%2B1P6wAVD%2BsAEE%2FogBSgNSAl79Nq9zrv7qARauc68CygAAAgCA%2FvIBhAWwAAMABwAYALAAL7AARViwBi8bsQYXPlmyBQEDKzAxExEhEREhESGAAQT%2B%2FAEE%2FvIDG%2FzlA8gC9gAAAgBc%2FjwEnAXEAC0AOQCCsh46OxESObAeELA50ACwBy%2BwAEVYsB4vG7EeFz5ZsjQHHhESObA0ELITAQorWCHYG%2FRZsgITNBESObAHELIOAQorWCHYG%2FRZsgsTDhESObIuHgcREjmwLhCyKgEKK1gh2Bv0WbIZLioREjmwHhCyJQEKK1gh2Bv0WbIiKiUREjkwMQEUBxYVFAQjICQ1JRQWMzI2NTQmJCYmNTQ3JjU0JDMyBBUhNCYjIgYVFBYEFhYlBhUUFhcXNjU0JicEnKKH%2Fu3y%2Fv%2F%2B4QEhgH9wdIH%2Bk7lboogBGe%2F3ARD%2B33trbnhvAXLDXv0uS1N83lJbdgHhtllmuq%2FH1ssBWV9LP0FSZW6WarRdZ7mr0uLJV2tORElKYm6ZcypjRUsoQy9dPk8oAAIAXQTWA1kF1AAKABUAIgCwCC%2ByDwgBXbIDAworWCHYG%2FRZsA7QsAgQsBTQsBQvMDETNDYzMhYUBiMiJiU0NjMyFhUUBiImXU09PkxMPjtPAedPOzpRTXxMBVU2SUtoSkc3NUpJNjRLSwADAFb%2F7AXiBcQAGgAoADcAkbIfODkREjmwHxCwCdCwHxCwNNAAsABFWLAsLxuxLBc%2BWbAARViwNC8bsTQLPlmyAjQsERI5sAIvtA8CHwICXbIKLDQREjmwCi%2B0AAoQCgJdsg0KAhESObEQCitY2BvcWbACELEXCitY2BvcWbIaAgoREjmwLBCyHwoKK1gh2Bv0WbA0ELImCgorWCHYG%2FRZMDEBFAYgJjU1NDYzMhYVIzQmIyIGBxUUFjMyNjUlNAIkIyIEAhASBCAkEiU0EiQgBBIVFAIEIyIkAgRdr%2F7Avb%2Beo62cXFhcZQFmXFlaAaaW%2Fu6jn%2F7vnJsBEQFAAROY%2Bu%2B7AUsBgAFLu77%2Bt7%2FB%2Fre8AlSYotW0ca7VpZVgU4dxe3WHUWKFpgEdq6T%2B4P6s%2FuCnqgEgp8oBWsfH%2FqbKzP6lxsgBWgAAAgCJArMDDQXEABsAJQBtsg4mJxESObAOELAd0ACwAEVYsBUvG7EVFz5ZsgQmFRESObAEL7IABBUREjmyHAIKK1gh2Bv0WbICBBwREjmyCgQVERI5sAovsBUQsg4CCitYIdgb9FmyEQoVERI5sAoQsiAKCitYIdgb9FkwMQEmJwYjIiY1NDYzMzU0IyIGFSc0NjMyFhURFBclMjY3NSMGBhUUAlwKB018doOorWZ0QUmtr4iHnBr%2BoChUG2pMVgLBGylSe2lueTN%2FMzAOaIGQhf7EYVGCJRmIATwxWAD%2F%2FwBNAH0DoAOcACYAmuEAAAcAmgFiAAAAAQB%2BAXYDwQMlAAUAGgCwBC%2BwAdCwAS%2BwBBCyAgEKK1gh2Bv0WTAxASMRITUhA8HI%2FYUDQwF2AQSrAAQAVv%2FsBeIFxAAOABwAMgA7AI0AsABFWLADLxuxAxc%2BWbAARViwCy8bsQsLPlmwAxCyEwoKK1gh2Bv0WbALELIaCgorWCHYG%2FRZsh4LAxESObAeL7IgAwsREjmwIC%2B0ACAQIAJdsjMeIBESObAzL7IdCgorWCHYG%2FRZsiYdMxESObAeELAt0LErCitY2BvcWbAgELI7CgorWCHYG%2FRZMDETNBIkIAQSFRQCBCMiJAIlNAIkIyIEAhASBCAkEiURIxEhMhYVFAcWFhQWFxUjJjU0JiMnMzI2NTQmJyNWuwFLAYABS7u%2B%2Fre%2Fwf63vAURlv7uo5%2F%2B75ybAREBQAETmP0llwEZl65xPTEHCpsNQk2eiEpfR12NAtnKAVrHx%2F6mysz%2BpcbIAVrLpgEdq6T%2B4P6s%2FuCnqgEgW%2F6vA1KJfnA%2BH2%2BkRBcQIqBMQ4ZANEY7AQAAAQCUBQoDbgWxAAMAEQCwAS%2ByAgIKK1gh2Bv0WTAxASE1IQNu%2FSYC2gUKpwACAH4DoAKaBcQACgAUAC8AsABFWLADLxuxAxc%2BWbAL0LALL7IIAgorWCHYG%2FRZsAMQshECCitYIdgb9FkwMRM0NjMyFhQGIyImBTI2NTQmIgYUFn6ibm2fn21spAEQNUVFakhJBLByoqHmnZ0JRzU0TExoSAAAAgBZAAED7QUFAAsADwA%2FALAJL7AARViwDS8bsQ0LPlmwCRCwANCwCRCyBgEKK1gh2Bv0WbAD0LANELIOAQorWCHYG%2FRZsgUOBhESOTAxASEVIREjESE1IREzASE1IQKlAUj%2BuP3%2BsQFP%2FQEs%2FKADYAOu8f6UAWzxAVf6%2FOsAAQA3ApsCtQW7ABcAWbIIGBkREjkAsABFWLAPLxuxDxc%2BWbAARViwAC8bsQAPPlmyFgIKK1gh2Bv0WbICFgAREjmyAw8AERI5sA8QsggCCitYIdgb9FmyCwAPERI5shQPABESOTAxASE1ATY2NTQjIgYVIzQ2MzIWFRQGBwchArX9lAEfODFfMjvOq4eUoUhslAFfApuKAQExVBdUPi90noF3RnRXcwAAAQAwAo8CtQW6ACQAkLIeJSYREjkAsABFWLANLxuxDRc%2BWbAARViwFy8bsRcPPlmyARcNERI5fLABLxiy0AEBXbagAbABwAEDcbZAAVABYAEDcbKQAQFdtDABQAECcrANELIGAgorWCHYG%2FRZsgkNARESObABELEjCitY2BvcWbISIwEREjmyGyMXERI5sBcQsh4CCitYIdgb9FkwMQEzMjU0JiMiBhUjNDYzMhYVFAcWFRQGIyImNTMUFjMyNjU0JyMBEVJ3OTEqO82pg5Grh5a3lI6szkQ0PDV6XARwWCMqHx1me3drdzIpj2l%2FhXIiMTUjXAEAAQBlBMoCZQYAAAMAiQCwAi%2ByDwIBXbAA0LAAL7IPAAFdsgMCABESOUAhCwMbAysDOwNLA1sDawN7A4sDmwOrA7sDywPbA%2BsD%2BwMQXUAhCwMbAysDOwNLA1sDawN7A4sDmwOrA7sDywPbA%2BsD%2BwMQcUAhCwMbAysDOwNLA1sDawN7A4sDmwOrA7sDywPbA%2BsD%2BwMQcjAxASEBIwEqATv%2B6%2BsGAP7KAAEAi%2F5gBE4EOgASAFCyDRMUERI5ALAARViwAC8bsQATPlmwAEVYsAcvG7EHEz5ZsABFWLAQLxuxEA0%2BWbAARViwDS8bsQ0LPlmyBAEKK1gh2Bv0WbILBw0REjkwMQERFBYzMjcRIREhJwYjIicRIREBrFFjlTgBIf7zBlmIZkj%2B3wQ6%2FZF%2Bd2kC%2B%2FvGRFkt%2FkgF2gABAEsAAANlBbAACgArsgILDBESOQCwAEVYsAgvG7EIFz5ZsABFWLAALxuxAAs%2BWbIBAAgREjkwMSERIyIkNTQkMyERAopQ5v73AQrmASoCCP7W1f%2F6UAAAAQCMAh8B0wNUAAkAGLIHCgsREjkAsAIvsgcGCitYIdgb9FkwMRM0NjIWFAYjIiaMXI5dXkZIWwK5RVZWilVXAAEAYv4yAeQABwANAC%2ByBQ4PERI5ALAGL7AAL7IgBgFdsAYQsQcKK1jYG9xZsgwHABESObIBAAwREjkwMSUHFhUUBiMnMjU0Jic3AVkLlremB3BDSx8HOhuSboCnUSofBY8AAQCHAp0CEAWvAAYAQLIBBwgREjkAsABFWLAFLxuxBRc%2BWbAARViwAC8bsQAPPlmyBAAFERI5sAQvsgMCCitYIdgb9FmyAgMFERI5MDEBIxEHNSUzAhDMvQF2EwKdAiQpnnkAAAIAdgKyAysFxAAMABoAMwCwAEVYsAIvG7ECFz5ZsgkbAhESObAJL7IQAgorWCHYG%2FRZsAIQshcCCitYIdgb9FkwMRM0NiAWFRUUBiMiJjUXFBYzMjY3NTQmIyIGFXa%2FATbAvJ2evq9dUE5bAV1PTl0EYaDDwqZIn8PEowVibmxhUGFubWb%2F%2FwBVAHwDsQObACYAmwUAAAcAmwGOAAD%2F%2FwBlAAAFbgWqACcAov%2FeApgAJwCcAR8ACAEHAKUCrgAAABAAsABFWLAFLxuxBRc%2BWTAx%2F%2F8AVAAABcUFsAAnAJwA9QAIACcAov%2FNAp4ABwCjAxAAAP%2F%2FAF4AAAYMBbsAJwCcAcAACAAnAKUDTAAAAAcApAAuApsAAgBF%2Fn8DzAROABgAIQBUsggiIxESObAIELAc0ACwDy%2BwAEVYsB8vG7EfEz5ZshwGCitYIdgb9FmwGNCwGC%2ByAw8YERI5sA8QsggBCitYIdgb9FmyCw8YERI5shQYDxESOTAxARQOAxUUMzI2NyEGBiMiJjU0Nzc2NjcBFAYiJjQ2MhYCmj6fOR2aTVsCASEC8tLV7JlhMicCASRcjFxZklkCg4WklEhKLJ1aUcDXy7yfmV0tYlkBMkNWVoZWVgAAAgACAAAHSQWwAA8AEgB3ALAARViwBi8bsQYXPlmwAEVYsAAvG7EACz5ZsABFWLAELxuxBAs%2BWbIRBgAREjmwES%2ByAgEKK1gh2Bv0WbAGELIIAQorWCHYG%2FRZsgsABhESObALL7IMAQorWCHYG%2FRZsAAQsg4BCitYIdgb9FmyEgYAERI5MDEhIQMhAyEBIRUhEyEVIRMhASEDB0n8fw7%2BQqf%2BrQMSA%2Fj9qg8B9v4UEAJq%2BzABNxgBTf6zBbDs%2Fp3s%2FnYBWQI6AAABAEEAzQP2BI8ACwA4ALADL7IJDAMREjmwCS%2ByCgkDERI5sgQDCRESObIBCgQREjmwAxCwBdCyBwQKERI5sAkQsAvQMDETAQE3AQEXAQEHAQFBATP%2BzaoBMAExqv7NATOq%2Fs%2F%2B0AF1ATkBOaj%2ByQE3qP7H%2FseoATb%2BygAAAwBd%2F6EFNQXuABcAIAApAFMAsABFWLAQLxuxEBc%2BWbAARViwBC8bsQQLPlmyGhAEERI5siMQBBESObAjELAb0LAQELIdAQorWCHYG%2FRZsBoQsCTQsAQQsiYBCitYIdgb9FkwMQEUAgQjIicHIzcmETU0EiQzMhc3MwcWEQUUFwEmIyIGBwU0JwEWMzI2NwU1mP7lt6SDVbyPxZsBG7avi0q7hrP8WDEBv0lrl6QBAnkm%2FkhGXZejAQK31%2F68sEaR8sMBaDnXAUevUnzjxv6tO6xxAvU96%2BMFl2n9GC%2Ft4wACAIUAAASdBbAADQAVAFeyEBYXERI5sBAQsALQALAARViwAC8bsQAXPlmwAEVYsAsvG7ELCz5ZsgEACxESObABL7IQAAsREjmwEC%2ByCQEKK1gh2Bv0WbABELIOAQorWCHYG%2FRZMDEBETMeAhUUBAcjESERAREzMjY0JicBpuai74D%2B6%2FDy%2Ft8BId91gn9wBbD%2B9QFvzYbK9AX%2B4QWw%2Fgz%2BTHbEeAIAAQCH%2F%2BwEyAYXACkAWLIYKisREjkAsABFWLAFLxuxBRk%2BWbAARViwAC8bsQALPlmwAEVYsBMvG7ETCz5ZsgsFExESObIZAQorWCHYG%2FRZsh8TBRESObAFELInAQorWCHYG%2FRZMDEhIRE0NjMyFhUUBhUUFhcWFRQGIyImJzcWMzI2NTQmJyY1NDY1NCYjIgcBqP7f%2BOK%2F52s9WJfm11GeKDZieU9URVKWbllEnwUETdzux6tsrk0lT06GlLHFIBjlNEk%2FLldCeJZgtU9GU9UAAAMAQv%2FsBo0EUAApADQAPADZsgI9PhESObACELAt0LACELA40ACwAEVYsBcvG7EXEz5ZsABFWLAbLxuxGxM%2BWbAARViwAC8bsQALPlmwAEVYsAUvG7EFCz5ZsgIbABESObIMGwAREjmwDC%2ByjwwBXbAXELIQAQorWCHYG%2FRZshMMFxESObIZGwAREjmyORsAERI5sDkvso85AV20HzkvOQJxsl85AXGyHwgKK1gh2Bv0WbAAELIjAQorWCHYG%2FRZsiYAHxESObAFELIqAQorWCHYG%2FRZsAwQsi4ICitYIdgb9FmwEBCwNdAwMQUiJwYGIyImNTQ2NzM1NCYjIgYVJTQkMzIXNhcyEhUVIRYWMzI2NxcGBiUyNjc1IwYGFRQWASIGByE1NCYE3veLQM19utb486hRTVJf%2Ft8BBdDTdH7I1PL9ZAuLdU2DV01J1%2Fy5MXQnpF9vUQMTWm0NAX5XFJNFTrKhnawBOUxWRzQTlb1ucAL%2B%2BeiddHogLb04QNQtI70BVD04QwKkc20cXmYAAgBU%2F%2BwEUQYrABwAKABXsgcpKhESObAHELAl0ACwDi%2BwAEVYsBgvG7EYGT5ZsABFWLAHLxuxBws%2BWbAYELIXAQorWCHYG%2FRZsA4Qsh8BCitYIdgb9FmwBxCyJQEKK1gh2Bv0WTAxARITFRQCBiMiJiY1NBIzMhcmJwcnNyYnNxYXNxcDJiMiBhUUFjMyNjUDUf8Bhe6TkOaB9s6IbDF1v06YdJRb7rKrTaxEk3FzeGJnegUZ%2Fvr%2BeEqs%2Fu6Xf%2BGI5wELTJhxenJhSCfgMIRtcv0lU5WBcI%2B1ngADAD8AfwRDBNkAAwAPABsAWLIHHB0REjmwBxCwANCwBxCwE9AAsABFWLACLxuxAhE%2BWbIAAQorWCHYG%2FRZsAIQsQ0KK1jYG9xZsQcKK1jYG9xZsAAQsRMKK1jYG9xZsRkKK1jYG9xZMDEBITUhATQ2MzIWFRQGIyImETQ2MzIWFRQGIyImBEP7%2FAQE%2FVxbSEddWkpLWFtIR11aSktYAjvmASBEVFNFQ1NU%2FRZEVFNFQ1NUAAADAEL%2FcgRDBMAAFAAcACQAZrIEJSYREjmwBBCwGtCwBBCwItAAsABFWLAELxuxBBM%2BWbAARViwDi8bsQ4LPlmyFwQOERI5sh8EDhESObAfELAY0LAEELIaAQorWCHYG%2FRZsBcQsCDQsA4QsiIBCitYIdgb9FkwMRM0NjYzMhc3MwcWERQAIyInByM3JgEUFwEmIyIGBTQnARYzMjZCfOmaZVVGoWfI%2FurqX1FIoWfPASEpAQQkK2p0Ab8l%2FwAeKGl2Aieh%2FIodj9OV%2Frr5%2FtMalNSSATqCTgIUDqWYclL99AqhAAACAHH%2BYAQ%2FBgAADwAZAGSyExobERI5sBMQsATQALAIL7AARViwDC8bsQwTPlmwAEVYsAYvG7EGDT5ZsABFWLADLxuxAws%2BWbIFDAMREjmyCgwDERI5sAwQshMBCitYIdgb9FmwAxCyGAEKK1gh2Bv0WTAxARQCIyInESERIRE2MzISESU0JiMiBxEWMzIEP%2BPBpGT%2B3gEiZKLG4P7fa2aENjaGzwIT%2Bv7Tcf4DB6D93XH%2B2v75B5ekZv5BaQAAAQCGAAABpwQ6AAMAHQCwAEVYsAIvG7ECEz5ZsABFWLAALxuxAAs%2BWTAxISERIQGn%2Ft8BIQQ6AAACAGD%2F7AdUBcQAFwAjAJGyASQlERI5sAEQsBrQALAARViwDC8bsQwXPlmwAEVYsA4vG7EOFz5ZsABFWLAALxuxAAs%2BWbAARViwAy8bsQMLPlmwDhCyEAEKK1gh2Bv0WbITAA4REjmwEy%2ByFAEKK1gh2Bv0WbAAELIWAQorWCHYG%2FRZsAMQshgBCitYIdgb9FmwDBCyHQEKK1gh2Bv0WTAxISEGIyIkAicRNBIkMzIXIRUhESEVIREhBTI3ESYjIgYHERQWB1T8iqd5rv7smQOXARWwe6cDdP1fAj%2F9wQKj%2B2peaHBYlqQBpxSTAQupAT2tARGWFPP%2Bpev%2Beh0NA%2BwOua3%2By7C8AAADAFP%2F7AbrBFAAHQApADEAjrIGMjMREjmwBhCwI9CwBhCwLdAAsABFWLAELxuxBBM%2BWbAARViwCC8bsQgTPlmwAEVYsBcvG7EXCz5ZsgYIFxESObIuCBcREjmwLi%2Byjy4BXbQfLi8uAnGyDAgKK1gh2Bv0WbAXELIQAQorWCHYG%2FRZshkIFxESObAh0LAEELInAQorWCHYG%2FRZsCrQMDETNDY2MzIXNhcyEhUVIRYWMzI2NxcGBiMiJwYgABEFFBYzMjY1NCYjIgYlIgYHITU0JlN66JrnjIbX1vb9chCDZ1WGUk9J2nfpjIr%2BLv7rASFxbGpydGppcgOrTWIQAW9dAieh%2B4uVlwL%2B%2FuyecX0hLbs6QZWVASsBAwibo6GymaSkpHJrGmFiAAEAewTcA3cGAAAIADkAsAQvsg8EAV2wB9CwBy%2B0DwcfBwJdsgUEBxESORmwBS8YsAHQGbABLxiwBBCwAtCyAwQHERI5MDEBFSMnByM1ATMDd%2BaamuIBKKgE6AyRkRABFAAAAgB3BGQCNQX6AAsAFQAqsgMWFxESObADELAU0ACwCS%2BwA9CwAy%2ByPwMBXbAJELAP0LADELAU0DAxEzQ2MzIWFRQGIyImNxQWMjY1NCYiBneCXVyDgF9hfnM6ZDo7YjsFLVZ3dVhVdHZTLD8%2FLC4%2FPwAAAQB1BOADZgX%2FABcAQACwAy%2BwCNCwCC%2B2DwgfCC8IA12wAxCwC9CwCy%2BwCBCyDwcKK1gh2Bv0WbADELIUBworWCHYG%2FRZsA8QsBfQMDEBFAYjIi4CIyIGFSc0NjMyHgIzMjY1A2aEXyY7aC4bIzGog18eNXguGSMzBfRxmRE4DTIuCm%2BcDzoMMS7%2F%2FwCYAlQEpANAAEYAn%2BgATM1AAP%2F%2FAG0CVAXSA0AARgCfggBmZkAAAAEAaAQYAaYGIgAIACGyCAkKERI5ALAARViwAC8bsQAZPlmyBQkAERI5sAUvMDEBFwYHFSM1NDYBHohWA%2BVpBiJPiIynll7VAAEAOgPxAXkGAAAIACGyCAkKERI5ALAARViwBC8bsQQZPlmyAAkEERI5sAAvMDETJzY3NTMVFAbCiFYD5mQD8U%2BHkKmbWtIAAAEAQv7PAYEA5QAIABOyCAkKERI5ALAEL7AA0LAALzAxEyc2NzUzBwYGyohOA%2B4BAWP%2Bz09%2BlLWmWc4A%2F%2F8AcAQYAwUGIgAmAJMIAAAHAJMBXwAA%2F%2F8ASAPxAuIGAAAmAJQOAAAHAJQBaQAAAAIAQv67AtkBBwAIABEAH7IKEhMREjmwChCwBdwAsAQvsA3QsAnQsAkvsADQMDETJzY3NTMHBgYFJzY3NTMHBgbRj04D7gEBXgEAj1YD7gECZf67T4af2Mdh20lPlJLXy2DaAAABAIcB9AJiA%2BQADQAWsgoODxESOQCwAy%2BxCgorWNgb3FkwMRM0NjMyFhcVFAYjIiY1h4RobIECg2pphQL%2BaH58ZStnfXxrAAABAGwAfQI%2BA5wABgAQALAFL7ICBwUREjmwAi8wMQETIwE1ATMBTvC6%2FugBGLoCDP5xAYYTAYYAAAEAUAB8AiMDmwAGABAAsAAvsgMHABESObADLzAxAQEVASMTAwELARj%2B6Lvw8AOb%2FnoT%2FnoBjwGQAAABAB4AbQNyBSsAAwAJALAAL7ACLzAxNycBF6uNAseNbUwEckwA%2F%2F8ANQKYAsAFrQEHAKUAAAKYABMAsABFWLAJLxuxCRc%2BWbAN0DAxAAABAFn%2F7QREBcMAIgCPshwjJBESOQCwAEVYsBYvG7EWFz5ZsABFWLAJLxuxCQs%2BWbIiFgkREjmwIi%2ByAAcKK1gh2Bv0WbAJELIEAQorWCHYG%2FRZsAAQsAzQsCIQsA7QsCIQsBPQsBMvtg8THxMvEwNdsp8TAV2yEAcKK1gh2Bv0WbAWELIbAQorWCHYG%2FRZsBMQsB3QsBAQsB%2FQMDEBIRYWMzI3FwYjIAAnIzUzNSM1MzYAITIXByYjIAMhFSEVIQN%2B%2FrEFk5tpVSR8hP75%2Fs0IqampqxEBPQEGaYMkXlv%2B5RsBTf6xAU8CBJOUH%2FIdARv8mHyY%2FAEXH%2FMg%2Ft%2BYfAAAAQCTAlQD8gNAAAMAEQCwAi%2ByAQEKK1gh2Bv0WTAxASE1IQPy%2FKEDXwJU7AACABQAAAReBhUAFQAZAIOyCBobERI5sAgQsBfQALAARViwCC8bsQgZPlmwAEVYsAMvG7EDEz5ZsABFWLARLxuxERM%2BWbAARViwGC8bsRgTPlmwAEVYsAAvG7EACz5ZsABFWLAWLxuxFgs%2BWbADELIBCQorWCHYG%2FRZsAgQsg4BCitYIdgb9FmwARCwE9CwFNAwMTMRIzUzNTY2MzIXByYmIyIVFTMVIxEhIREhtaGhAvfhh8EqYmw%2BytXVAof%2B3gEiA2bUMszdO%2B8dEbMs1PyaBDoAAAEAHQAABGYGFQAWAFwAsABFWLASLxuxEhk%2BWbAARViwBi8bsQYTPlmwAEVYsAkvG7EJCz5ZsABFWLAWLxuxFgs%2BWbASELICAQorWCHYG%2FRZsAYQsgcJCitYIdgb9FmwC9CwBhCwDtAwMQEmIyIVFTMVIxEhESM1MzU2NjMyBREhA0RWSsTX1%2F7eoaEC6NSXAVP%2B3gUgCqdJ1PyaA2bUVLzLIPoLAAABAIcAAAIQAxIABgA1ALAARViwBS8bsQURPlmwAEVYsAEvG7EBCz5ZsgQFARESObAEL7IDAgorWCHYG%2FRZsALQMDEhIxEHNSUzAhDMvQF2EwIkKZ55AAEANwAAArUDIAAXAFmyCBgZERI5ALAARViwDy8bsQ8RPlmwAEVYsAAvG7EACz5ZshYCCitYIdgb9FmyAgAWERI5shUWDxESObIDDxUREjmwDxCyCAIKK1gh2Bv0WbIMAA8REjkwMSEhNQE2NjU0IyIGFSM0NjMyFhUUBgcHIQK1%2FZQBHzgxXzI7zquHlKFIbJQBX4oBATFUF1Q%2BL3SegXdGdFdzAAABADD%2F9QK1AyAAJACcsh4lJhESOQCwAEVYsA0vG7ENET5ZsABFWLAXLxuxFws%2BWbIBFw0REjl8sAEvGLLQAQFdtqABsAHAAQNxtFABYAECcbSQAaABAl20IAEwAQJysA0QsgYCCitYIdgb9FmyCQ0XERI5sAEQsSMKK1jYG9xZshIjARESObIbFw0REjmyVhsBXbQ1G0UbAl2wFxCyHgIKK1gh2Bv0WTAxATMyNTQmIyIGFSM0NjMyFhUUBxYVFAYjIiY1MxQWMzI2NTQnIwERUnc5MSo7zamDkauHlreUjqzORDQ8NXpcAdZYIyofHWZ7d2t3MimPaX%2BFciIxNSNcAQACADUAAALAAxUACgAOAEkAsABFWLAJLxuxCRE%2BWbAARViwBC8bsQQLPlmyAQkEERI5sAEvsgICCitYIdgb9FmwBtCwARCwC9CyCAsGERI5sg0JBBESOTAxATMVIxUjNSEnATMBMzUHAmhYWM3%2BpgwBZc7%2BkaIOAUann5%2BHAe%2F%2BMdQWAP%2F%2FAG4B%2BwKhAuQCBgARAAAAAv%2FsAAAE%2BQWwAA8AHQBhALAARViwBS8bsQUXPlmwAEVYsAAvG7EACz5ZsgQABRESObAEL7JvBAFxsp8EAV2yAQcKK1gh2Bv0WbAR0LAAELISAQorWCHYG%2FRZsAUQshsBCitYIdgb9FmwBBCwHNAwMTMRIzUzESEyBBIVFRQCBAcTIxEzMjY1NTQmIyMRM6C0tAHAwAEvqqf%2B0L9E25GyurixlNsCgrcCd63%2BwctDy%2F7ErgECgv5v69pE3uX%2BfAD%2F%2FwAHAAAFXAc2AiYAJQAAAQcARAEPATYAEwCwAEVYsAQvG7EEFz5ZsAzcMDEA%2F%2F8ABwAABVwHNgImACUAAAEHAHUBxAE2AAkAsAQvsA3cMDEA%2F%2F8ABwAABVwHNgImACUAAAEHAI4AvQE2ABMAsABFWLAELxuxBBc%2BWbAP3DAxAP%2F%2FAAcAAAVcBzMCJgAlAAABBwCQAMYBNAAJALAEL7AW3DAxAP%2F%2FAAcAAAVcBwoCJgAlAAABBwBqANgBNgAMALAEL7AT3LAW0DAx%2F%2F8ABwAABVwHjwImACUAAAEHAI8BXwGVAAwAsAQvsBTcsBfQMDH%2F%2FwBW%2FjEE%2BwXEAiYAJwAAAAcAeQHE%2F%2F%2F%2F%2FwCCAAAEUgc5AiYAKQAAAQcARADWATkAEwCwAEVYsAYvG7EGFz5ZsA3cMDEA%2F%2F8AggAABFIHOQImACkAAAEHAHUBiwE5ABMAsABFWLAGLxuxBhc%2BWbAO3DAxAP%2F%2FAIIAAARSBzkCJgApAAABBwCOAIQBOQATALAARViwBi8bsQYXPlmwENwwMQD%2F%2FwCCAAAEUgcNAiYAKQAAAQcAagCfATkADACwBi%2BwFNywF9AwMf%2F%2F%2F7oAAAHBBzkCJgAtAAABBwBE%2F4YBOQATALAARViwAi8bsQIXPlmwBdwwMQD%2F%2FwCVAAACnwc5AiYALQAAAQcAdQA6ATkAEwCwAEVYsAMvG7EDFz5ZsAbcMDEA%2F%2F%2F%2FrwAAAqsHOQImAC0AAAEHAI7%2FNAE5ABMAsABFWLACLxuxAhc%2BWbAI3DAxAP%2F%2F%2F6wAAAKoBw0CJgAtAAABBwBq%2F08BOQAMALACL7AM3LAP0DAx%2F%2F8AggAABSIHMwImADIAAAEHAJAA6AE0AAkAsAUvsBXcMDEA%2F%2F8AVv%2FsBS4HNgImADMAAAEHAEQBHQE2ABMAsABFWLAMLxuxDBc%2BWbAg3DAxAP%2F%2FAFb%2F7AUuBzYCJgAzAAABBwB1AdIBNgATALAARViwDS8bsQ0XPlmwIdwwMQD%2F%2FwBW%2F%2BwFLgc2AiYAMwAAAQcAjgDLATYAEwCwAEVYsAwvG7EMFz5ZsCPcMDEA%2F%2F8AVv%2FsBS4HMwImADMAAAEHAJAA1AE0ABMAsABFWLAMLxuxDBc%2BWbAi3DAxAP%2F%2FAFb%2F7AUuBwoCJgAzAAABBwBqAOYBNgAWALAARViwDC8bsQwXPlmwJ9ywKtAwMf%2F%2FAHT%2F7ATQBzYCJgA5AAABBwBEAPkBNgATALAARViwCS8bsQkXPlmwEtwwMQD%2F%2FwB0%2F%2BwE0Ac2AiYAOQAAAQcAdQGuATYACQCwAC%2BwE9wwMQD%2F%2FwB0%2F%2BwE0Ac2AiYAOQAAAQcAjgCnATYAEwCwAEVYsAkvG7EJFz5ZsBXcMDEA%2F%2F8AdP%2FsBNAHCgImADkAAAEHAGoAwgE2AAwAsAAvsBncsBzQMDH%2F%2FwACAAAE7wc2AiYAPQAAAQcAdQGLATYAEwCwAEVYsAEvG7EBFz5ZsAvcMDEA%2F%2F8ARP%2FsBAYGAAImAEUAAAEHAEQAggAAAAkAsBcvsCrcMDEA%2F%2F8ARP%2FsBAYGAAImAEUAAAEHAHUBNwAAAAkAsBcvsCzcMDEA%2F%2F8ARP%2FsBAYGAAImAEUAAAEGAI4wAAATALAARViwFy8bsRcTPlmwLtwwMQD%2F%2FwBE%2F%2BwEBgX%2BAiYARQAAAQYAkDn%2FAAkAsBcvsDXcMDEA%2F%2F8ARP%2FsBAYF1AImAEUAAAEGAGpLAAAMALAXL7Ay3LA10DAx%2F%2F8ARP%2FsBAYGWQImAEUAAAEHAI8A0gBfAAwAsBcvsDPcsDbQMDH%2F%2FwBC%2FjED9gROAiYARwAAAAcAeQFB%2F%2F%2F%2F%2FwBI%2F%2BwEHgYAAiYASQAAAQYARHsAAAkAsAgvsB7cMDEA%2F%2F8ASP%2FsBB4GAAImAEkAAAEHAHUBMAAAAAkAsAgvsCDcMDEA%2F%2F8ASP%2FsBB4GAAImAEkAAAEGAI4pAAATALAARViwCC8bsQgTPlmwItwwMQD%2F%2FwBI%2F%2BwEHgXUAiYASQAAAQYAakQAAAwAsAgvsCbcsCnQMDH%2F%2F%2F%2BoAAABqQXxAiYAiwAAAQcARP90%2F%2FEAEwCwAEVYsAIvG7ECEz5ZsAXcMDEA%2F%2F8AhgAAAo0F8QImAIsAAAEGAHUo8QATALAARViwAy8bsQMTPlmwBtwwMQD%2F%2F%2F%2BdAAACmQXxAiYAiwAAAQcAjv8i%2F%2FEAEwCw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xzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Fx%2Dfont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3tRxAWwFs2tcuJRnI6xjmBdWjbgFNRHMHiF1uHYBfUR%2Fut5Ug2jXAaT96%2B9RH%2FFToRwIzGbKmVJ1AZQnoabSB1yyIg7ByAridHApPMjyw0OiV6RjSbCuzwLAvFizBliWJua1tsuAgvNPbmljYbpt8lkWam7b3XZiOiKJskMOtmfScnsbPW208knwjuXrXK4Q1iKIgNyYXXDVT9C2Ye%2F78GQ5BEEXfFdde2RwauOysdJNL5AzCy84ard%2FnGAVN8alecnFdgu5Gbd5DJTL%2BhHZK0vApVy3OfU8XTSJg1TlssivsPYUlIqvn66PzrVTymCc4wgF6SDNR0pDf%2B9Gp%2BVnsUH5WtpHYsuhOaey8zdwLN47V8MTbm78g687%2BP3cx6tcAeNpjYGRgYGBk8s0%2FzBIfz2%2FzlUGeZQNQhOFCWfF0GP0%2F8P8c1jusIkAuBwMTSBQAYwQM6HjaY2BkYGAV%2Bd8KJgP%2FXWG9wwAUQQGLAYqPBl942n1TvUoDQRCe1VM8kWARjNrZGIurBAsRBIuA2vkAFsJiKTYW4guIjT5ARMgTxCLoA1hcb5OgDyGHrY7f7M65e8fpLF%2B%2B2W%2FnZ2eTmGfaIJi5I0qGDlZZcD51QzTTJirZPAI9JIwVA%2BwT8L5nOdMaV0AuMJ%2BicRHq8of6LSD18fzq8ds7xjpwBnQiSI9V5QVl6NwPvgM15NXn%2FAtWZyj3W0HjEXitOc%2FdIdbetPdFTZ%2BP6t%2BX7xU0%2Fk6GJtOe1%2FB3arN0%2Fpmz1J4UZc%2BD6ExwjD7vioeGd5HvhvU%2BR%2BDZcGZ6YBPNfAi0G97iBPwFXqph2cW8%2BD7kjMfwtinHb6kLb6Wygk3cZytSEoptGrlScdHtLPeri1JKueACMZfU1ViJG1Sq5E43dIt7SZZFl1zuRhb%2FGOs44xFVDbrJzB5tYs35OmaXTrEmkv0DajnMWQB42mNgYNCCwk0MLxheMPrhgUuY2JiUmOqY2pjWMD1hdmPOY%2B5hPsLCwWLEksSyiOUOawzrLrYiti%2FsCuxJ7Kc45DiSOPZxmnG2cG7jvMelweXDNYXrEbcBdxf3KR4OngheLd443g18fHwZfFv4NfiX8T8TEBIIEZggsEpQS7BMcJsQl5CFUI3QAWEp4RLhCyJaIldEbURXiJ4RYxEzE0sQ2yD2TzxIfJkEk4SeRJbENIkNEg8k%2FklqSGZITpE8InlL8p2UmVSG1A6pb9Jx0ltkjGSmyDySlZF1kc2RnSK7R%2FaZnJ5cmdwB%2BST5SwpuCvsUjRTLFHcoOShNU9qhzKespGyhXKV8SPmBCpOKgUqcyjSVR6omqgmqe9RE1OrUnqkHqO9R%2F6FholGgsUZzgeYZLTUtL60WbS7tKh0OnQydXTpvdGV0O3S%2F6Gnopekt0ruhz6fvpl%2Bnv0n%2Fh4GdQYvBJUMhwwTDdYYvjFSM4oxmGd0zVjK2M84w3mYiYZJgssLkkqmO6TzTF2Z2ZjVmd8ylzP3MJ5lfsRCwcLJoszhhyWXpZdlhecZKxirHapbVPesF1ndsJGwCbBbZ%2FLA1sn1jZ2XXY3fFXsM%2Bz36V%2FS8HD4cGh2OOTI51ThJOK5zeOUs4OzmXOS9wPuUi4JLgss7lm2uU6zY3NrcSty1u39zN3Mvct7l%2F8xDzMPLw88jyaPM44ynkaeEZ59niucqLyUvPKwgAn3OqOQAAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAHjarZK9TgJBEMf%2Fd6CRaAyRhMLqCgsbL4ciglTGRPEjSiSKlnLycXJ86CEniU%2FhM9jYWPgIFkYfwd6nsDD%2Bd1mBIIUx3mZnfzs3MzszuwDCeIYG8UUwQxmAFgxxPeeuyxrmcaNYxzTuFAewi0fFQSTxqXgM11pC8TgS2oPiCUS1d8Uh8ofiSczpYcVT5LjiCPlY8Qui%2BncOr7D02y6%2FBTCrP%2Fm%2Bb5bdTrPi2I26Z9qNGtbRQBMdXMJBGRW0YOCecxEWYoiTCvxrYBunqHPdoX2bLOyrMKlZg8thDETw5K7Itci1TXlGy0124QRZZLDFU%2FexhxztMozlosTpMH6ZPge0L%2BOKGnFKjJ4WRwppHPL0PP3SI2P9jLQwFOu3GRhDfkeyDo%2F%2FG7IHgzllZQxLdquvrdCyBVvat3seJlYo06gxapUxhU2JWnFygR03sSxnEkvcpf5Y5eibGq315TDp7fKWm8zbUVl71Aqq%2FZtNnlkWmLnQtno9ycvXYbA6W2pF3aKfCayyC0Ja7Fr%2FPW70%2FHO4YM0OKxFvzf0C1MyPjwAAeNpt1VWUU2cYRuHsgxenQt1d8%2F3JOUnqAyR1d%2FcCLQVKO22pu7tQd3d3d3d3d3cXmGzumrWy3pWLs%2FNdPDMpZaWu1783l1Lpf14MnfzO6FbqVupfGkD30iR60JNe9KYP09CXfvRnAAMZxGCGMG3pW6ZjemZgKDMyEzMzC7MyG7MzB3MyF3MzD%2FMyH%2FOzAAuyEAuzCIuyGIuzBGWCRIUqOQU16jRYkqVYmmVYluVYng6GMZwRNGmxAiuyEiuzCquyGquzBmuyFmuzDuuyHuuzARuyERuzCZuyGZuzBVuyFVuzDduyHdszklGMZgd2ZAw7MZZxjGdnJrALu9LJbuzOHkxkT%2FZib%2FZhX%2FZjfw7gQA7iYA7hUA7jcI7gSI7iaI7hWI7jeE7gRE7iZE5hEqdyGqdzBmdyFmdzDudyHudzARdyERdzCZdyGZdzBVdyFVdzDddyHddzAzdyEzdzC7dyG7dzB3dyF3dzD%2FdyH%2FfzAA%2FyEA%2FzCI%2FyGI%2FzBE%2FyFE%2FzDM%2FyHM%2FzAi%2FyEi%2FzCq%2FyGq%2FzBm%2FyFm%2FzDu%2FyHu%2FzAR%2FyER%2FzCZ%2FyGZ%2FzBV%2FyFV%2FzDd%2FyHd%2FzAz%2FyEz%2FzC7%2FyG7%2FzB3%2FyF3%2FzD%2F9mpYwsy7pl3bMeWc%2BsV9Y765NNk%2FXN%2BmX9swHZwGxQNjgb0nPkmInjR0V7Uq%2FOsaPL5Y7ylE3l8tQNN7kVt%2BrmbuHW3LrbcDvam1rtzVvdm50TxrU%2FDBvRtZUY1rV5a3jXFn550Wo%2FXDNWK3dFmh7X9LimxzU9qulRTY9qelTTo5rlKLt2wk7YiaprL%2ByFvbAX9pK9ZC%2FZS%2FaSvWQv2Uv2kr1kr2KvYq9ir2KvYq9ir2KvYq9ir2Kvaq9qr2qvaq9qr2qvaq9qr2qvai%2B3l9vL7eX2cnu5vdxebi%2B3l9sr7BV2CjuFncJOYaewU9gp7NTs1LyrZq9mr2avZq9mr2avZq9mr26vbq9ur26vbq9ur26vbq9ur26vYa9hr2GvYa9hr2GvYa%2FR7oXuQ%2Feh%2B2j%2FUU7e3C3cq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AgDIAAAD6ASwACUAQQAAARUUBisBFRQGBx4BHQEzMhYdASE1NDY7ATU0NjcuAT0BIyImPQEXFRQWFx4BFAYHDgEdASE1NCYnLgE0Njc%2BAT0BA%2BgdFTJjUVFjMhUd%2FOAdFTJjUVFjMhUdyEE3HCAgHDdBAZBBNxwgIBw3QQSwlhUdZFuVIyOVW5YdFZaWFR2WW5UjI5VbZB0VlshkPGMYDDI8MgwYYzyWljxjGAwyPDIMGGM8ZAAAAAEAAAAAAAAAAAAAAAAxAAAB%2F%2FIBLATCBEEAFgAAATIWFzYzMhYVFAYjISImNTQ2NyY1NDYB9261LCwueKqqeP0ST3FVQgLYBEF3YQ6teHmtclBFaw4MGZnXAAAAAgAAAGQEsASvABoAHgAAAB4BDwEBMzIWHQEhNTQ2OwEBJyY%2BARYfATc2AyEnAwL2IAkKiAHTHhQe%2B1AeFB4B1IcKCSAkCm9wCXoBebbDBLMTIxC7%2FRYlFSoqFSUC6rcQJBQJEJSWEPwecAIWAAAAAAQAAABkBLAETAALABcAIwA3AAATITIWBwEGIicBJjYXARYUBwEGJjURNDYJATYWFREUBicBJjQHARYGIyEiJjcBNjIfARYyPwE2MhkEfgoFCP3MCBQI%2FcwIBQMBCAgI%2FvgICgoDjAEICAoKCP74CFwBbAgFCvuCCgUIAWwIFAikCBQIpAgUBEwKCP3JCAgCNwgK2v74CBQI%2FvgIBQoCJgoF%2FvABCAgFCv3aCgUIAQgIFID%2BlAgKCggBbAgIpAgIpAgAAAAD%2F%2FD%2F8AS6BLoACQANABAAAAAyHwEWFA8BJzcTAScJAQUTA%2BAmDpkNDWPWXyL9mdYCZv4f%2FrNuBLoNmQ4mDlzWYP50%2FZrWAmb8anABTwAAAAEAAAAABLAEsAAPAAABETMyFh0BITU0NjsBEQEhArz6FR384B0V%2Bv4MBLACiv3aHRUyMhUdAiYCJgAAAAEADgAIBEwEnAAfAAABJTYWFREUBgcGLgE2NzYXEQURFAYHBi4BNjc2FxE0NgFwAoUnMFNGT4gkV09IQv2oWEFPiCRXT0hCHQP5ow8eIvzBN1EXGSltchkYEAIJm%2F2iKmAVGilucRoYEQJ%2FJioAAAACAAn%2F%2BAS7BKcAHQApAAAAMh4CFQcXFAcBFgYPAQYiJwEGIycHIi4CND4BBCIOARQeATI%2BATQmAZDItoNOAQFOARMXARY7GikT%2Fu13jgUCZLaDTk6DAXKwlFZWlLCUVlYEp06DtmQCBY15%2Fu4aJRg6FBQBEk0BAU6Dtsi2g1tWlLCUVlaUsJQAAQBkAFgErwREABkAAAE%2BAh4CFRQOAwcuBDU0PgIeAQKJMHt4dVg2Q3mEqD4%2Bp4V4Qzhadnh5A7VESAUtU3ZAOXmAf7JVVbJ%2FgHk5QHZTLQVIAAAAAf%2FTAF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAAgAAgAAAAAAAAABAAAFFP%2BFAAAFFP9R%2FtQF3AABAAAAAAAAAAAAAAAAAAAAowG4ACgAAAAAAZAAAASwAAAEsABkBLAAAASwAAAEsABwAooAAAUUAAACigAABRQAAAGxAAABRQAAANgAAADYAAAAogAAAQQAAABIAAABBAAAAUUAAASwAGQEsAB7BLAAyASwAMgB9AAABLD%2F8gSwAAAEsAAABLD%2F8ASwAAAEsAAOBLAACQSwAGQEsP%2FTBLD%2F0wSwAAAEsAAABLAAAASwAAAEsAAABLAAJgSwAG4EsAAXBLAAFwSwABcEsABkBLAAGgSwAGQEsAAMBLAAZASwABcEsP%2BcBLAAZASwABcEsAAXBLAAAASwABcEsAAXBLAAFwSwAGQEsAAABLAAZASwAAAEsAAABLAAAASwAAAEsAAABLAAAASwAAAEsAAABLAAZASwAMgEsAAABLAAAASwADUEsABkBLAAyASw%2F7UEsAAhBLAAAASwAAAEsAAABLAAAASwAAAEsP%2BcBLAAAASwAAAEsAAABLAA2wSwABcEsAB1BLAAAASwAAAEsAAABLAACgSwAMgEsAAABLAAnQSwAMgEsADIBLAAyASwAAAEsP%2F%2BBLABLASwAGQEsACIBLABOwSwABcEsAAXBLAAFwSwABcEsAAXBLAAFwSwAAAEsAAXBLAAFwSwABcEsAAXBLAAAASwALcEsAC3BLAAAASwAAAEsABJBLAAFwSwAAAEsAAABLAAXQSw%2F9wEsP%2FcBLD%2FnwSwAGQEsAAABLAAAASwAAAEsABkBLD%2F%2FwSwAAAEsP9RBLAABgSwAAAEsAAABLABRQSwAAEEsAAABLD%2FnASwAEoEsAAUBLAAAASwAAAEsAAABLD%2FnASwAGEEsP%2F9BLAAFgSwABYEsAAWBLAAFgSwABgEsAAABMQAAASwAGQAAAAAAAD%2F2ABkADkAyAAAAScAZAAZABkAGQAZABkAGQAZAAAAAAAAAAAAAADZAAAAAAAOAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAMAZABkAAAAEAAAAAAAZP%2Bc%2F5z%2FnP%2Bc%2F5z%2FnP%2Bc%2F5wACQAJ%2F%2FL%2F8gBkAHkAJwBkAGQAAAAAAGT%2FogAAAAAAAAAAAAAAAADIAGQAAAABAI8AAP%2Bc%2F5wAZAAEAMgAyAAAAGQBkABkAAAAZAEs%2F7UAAAAAAAAAAAAAAAAAAABkAAABLAFBADIAMgAIAAAAAADIAT4AZgBmANkAyADIAAAAKgAqACoAKgCyAOgA6AFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BTgFOAU4BpAIGAiICfgKGAqwC5ANGA24DjAPEBAgEMgRiBKIE3AVcBboGcgb0ByAHYgfKCB4IYgi%2BCTYJhAm2Cd4KKApMCpQK4gswC4oLygwIDFgNKg1eDbAODg5oDrQPKA%2BmD%2BYQEhBUEJAQqhEqEXYRthIKEjgSfBLAExoTdBPQFCoU1BU8FagVzBYEFjYWYBawFv4XUhemGAIYLhhqGJYYsBjgGP4ZKBloGZQZxBnaGe4aNhpoGrga9hteG7QcMhyUHOIdHB1EHWwdlB28HeYeLh52HsAfYh%2FSIEYgviEyIXYhuCJAIpYiuCMOIyIjOCN6I8Ij4CQCJDAkXiSWJOIlNCVgJbwmFCZ%2BJuYnUCe8J%2FgoNChwKKwpoCnMKiYqSiqEKworeiwILGgsuizsLRwtiC30LiguZi6iLtgvDi9GL34vsi%2F4MD4whDDSMRIxYDGuMegyJDJeMpoy3jMiMz4zaDO2NBg0YDSoNNI1LDWeNeg2PjZ8Ntw3GjdON5I31DgQOEI4hjjIOQo5SjmIOcw6HDpsOpo63jugO9w8GDxQPKI8%2BD0yPew%2BOj6MPtQ%2FKD9uP6o%2F%2BkBIQIBAxkECQX5CGEKoQu5DGENCQ3ZDoEPKRBBEYESuRPZFWkW2RgZGdEa0RvZHNkd2R7ZH9kgWSDJITkhqSIZIzEkSSThJXkmESapKAkouSlIAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAAAAABAAxgABAAAAAAATABIAAAADAAEECQAAAGoAEgADAAEECQABACgAfAADAAEECQACAA4ApAADAAEECQADAEwAsgADAAEECQAEADgA%2FgADAAEECQAFAHgBNgADAAEECQAGADYBrgADAAEECQAIABYB5AADAAEECQAJABYB%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%2FtQAyAAAAAAAAAAAAAAAAAAAAAAAAAAABFwAAAQIBAwADAA0ADgEEAJYBBQEGAQcBCAEJAQoBCwEMAQ0BDgEPARABEQESARMA7wEUARUBFgEXARgBGQEaARsBHAEdAR4BHwEgASEBIgEjASQBJQEmAScBKAEpASoBKwEsAS0BLgEvATABMQEyATMBNAE1ATYBNwE4ATkBOgE7ATwBPQE%2BAT8BQAFBAUIBQwFEAUUBRgFHAUgBSQFKAUsBTAFNAU4BTwFQAVEBUgFTAVQBVQFWAVcBWAFZAVoBWwFcAV0BXgFfAWABYQFiAWMBZAFlAWYBZwFoAWkBagFrAWwBbQFuAW8BcAFxAXIBcwF0AXUBdgF3AXgBeQF6AXsBfAF9AX4BfwGAAYEBggGDAYQBhQGGAYcBiAGJAYoBiwGMAY0BjgGPAZABkQGSAZMBlAGVAZYBlwGYAZkBmgGbAZwBnQGeAZ8BoAGhAaIBowGkAaUBpgGnAagBqQGqAasBrAGtAa4BrwGwAbEBsgGzAbQBtQG2AbcBuAG5AboBuwG8Ab0BvgG%2FAcABwQHCAcMBxAHFAcYBxwHIAckBygHLAcwBzQHOAc8B0AHRAdIB0wHUAdUB1gHXAdgB2QHaAdsB3AHdAd4B3wHgAeEB4gHjAeQB5QHmAecB6AHpAeoB6wHsAe0B7gHvAfAB8QHyAfMB9AH1AfYB9wH4AfkB%2BgH7AfwB%2FQH%2BAf8CAAIBAgICAwIEAgUCBgIHAggCCQIKAgsCDAINAg4CDwIQAhECEgZnbHlwaDEGZ2x5cGgyB3VuaTAwQTAHdW5pMjAwMAd1bmkyMDAxB3VuaTIwMDIHdW5pMjAwMwd1bmkyMDA0B3VuaTIwMDUHdW5pMjAwNgd1bmkyMDA3B3VuaTIwMDgHdW5pMjAwOQd1bmkyMDBBB3VuaTIwMkYHdW5pMjA1RgRFdXJvB3VuaTIwQkQHdW5pMjMxQgd1bmkyNUZDB3VuaTI2MDEHdW5pMjZGQQd1bmkyNzA5B3VuaTI3MEYHdW5pRTAwMQd1bmlFMDAyB3VuaUUwMDMHdW5pRTAwNQd1bmlFMDA2B3VuaUUwMDcHdW5pRTAwOAd1bmlFMDA5B3VuaUUwMTAHdW5pRTAxMQd1bmlFMDEyB3VuaUUwMTMHdW5pRTAxNAd1bmlFMDE1B3VuaUUwMTYHdW5pRTAxNwd1bmlFMDE4B3VuaUUwMTkHdW5pRTAyMAd1bmlFMDIxB3VuaUUwMjIHdW5pRTAyMwd1bmlFMDI0B3VuaUUwMjUHdW5pRTAyNgd1bmlFMDI3B3VuaUUwMjgHdW5pRTAyOQd1bmlFMDMwB3VuaUUwMzEHdW5pRTAzMgd1bmlFMDMzB3VuaUUwMzQHdW5pRTAzNQd1bmlFMDM2B3VuaUUwMzcHdW5pRTAzOAd1bmlFMDM5B3VuaUUwNDAHdW5pRTA0MQd1bmlFMDQyB3VuaUUwNDMHdW5pRTA0NAd1bmlFMDQ1B3VuaUUwNDYHdW5pRTA0Nwd1bmlFMDQ4B3VuaUUwNDkHdW5pRTA1MAd1bmlFMDUxB3VuaUUwNTIHdW5pRTA1Mwd1bmlFMDU0B3VuaUUwNTUHdW5pRTA1Ngd1bmlFMDU3B3VuaUUwNTgHdW5pRTA1OQd1bmlFMDYwB3VuaUUwNjIHdW5pRTA2Mwd1bmlFMDY0B3VuaUUwNjUHdW5pRTA2Ngd1bmlFMDY3B3VuaUUwNjgHdW5pRTA2OQd1bmlFMDcwB3VuaUUwNzEHdW5pRTA3Mgd1bmlFMDczB3VuaUUwNzQHdW5pRTA3NQd1bmlFMDc2B3VuaUUwNzcHdW5pRTA3OAd1bmlFMDc5B3VuaUUwODAHdW5pRTA4MQd1bmlFMDgyB3VuaUUwODMHdW5pRTA4NAd1bmlFMDg1B3VuaUUwODYHdW5pRTA4Nwd1bmlFMDg4B3VuaUUwODkHdW5pRTA5MAd1bmlFMDkxB3VuaUUwOTIHdW5pRTA5Mwd1bmlFMDk0B3VuaUUwOTUHdW5pRTA5Ngd1bmlFMDk3B3VuaUUxMDEHdW5pRTEwMgd1bmlFMTAzB3VuaUUxMDQHdW5pRTEwNQd1bmlFMTA2B3VuaUUxMDcHdW5pRTEwOAd1bmlFMTA5B3VuaUUxMTAHdW5pRTExMQd1bmlFMTEyB3VuaUUxMTMHdW5pRTExNAd1bmlFMTE1B3VuaUUxMTYHdW5pRTExNwd1bmlFMTE4B3VuaUUxMTkHdW5pRTEyMAd1bmlFMTIxB3VuaUUxMjIHdW5pRTEyMwd1bmlFMTI0B3VuaUUxMjUHdW5pRTEyNgd1bmlFMTI3B3VuaUUxMjgHdW5pRTEyOQd1bmlFMTMwB3VuaUUxMzEHdW5pRTEzMgd1bmlFMTMzB3VuaUUxMzQHdW5pRTEzNQd1bmlFMTM2B3VuaUUxMzcHdW5pRTEzOAd1bmlFMTM5B3VuaUUxNDAHdW5pRTE0MQd1bmlFMTQyB3VuaUUxNDMHdW5pRTE0NAd1bmlFMTQ1B3VuaUUxNDYHdW5pRTE0OAd1bmlFMTQ5B3VuaUUxNTAHdW5pRTE1MQd1bmlFMTUyB3VuaUUxNTMHdW5pRTE1NAd1bmlFMTU1B3VuaUUxNTYHdW5pRTE1Nwd1bmlFMTU4B3VuaUUxNTkHdW5pRTE2MAd1bmlFMTYxB3VuaUUxNjIHdW5pRTE2Mwd1bmlFMTY0B3VuaUUxNjUHdW5pRTE2Ngd1bmlFMTY3B3VuaUUxNjgHdW5pRTE2OQd1bmlFMTcwB3VuaUUxNzEHdW5pRTE3Mgd1bmlFMTczB3VuaUUxNzQHdW5pRTE3NQd1bmlFMTc2B3VuaUUxNzcHdW5pRTE3OAd1bmlFMTc5B3VuaUUxODAHdW5pRTE4MQd1bmlFMTgyB3VuaUUxODMHdW5pRTE4NAd1bmlFMTg1B3VuaUUxODYHdW5pRTE4Nwd1bmlFMTg4B3VuaUUxODkHdW5pRTE5MAd1bmlFMTkxB3VuaUUxOTIHdW5pRTE5Mwd1bmlFMTk0B3VuaUUxOTUHdW5pRTE5Nwd1bmlFMTk4B3VuaUUxOTkHdW5pRTIwMAd1bmlFMjAxB3VuaUUyMDIHdW5pRTIwMwd1bmlFMjA0B3VuaUUyMDUHdW5pRTIwNgd1bmlFMjA5B3VuaUUyMTAHdW5pRTIxMQd1bmlFMjEyB3VuaUUyMTMHdW5pRTIxNAd1bmlFMjE1B3VuaUUyMTYHdW5pRTIxOAd1bmlFMjE5B3VuaUUyMjEHdW5pRTIyMwd1bmlFMjI0B3VuaUUyMjUHdW5pRTIyNgd1bmlFMjI3B3VuaUUyMzAHdW5pRTIzMQd1bmlFMjMyB3VuaUUyMzMHdW5pRTIzNAd1bmlFMjM1B3VuaUUyMzYHdW5pRTIzNwd1bmlFMjM4B3VuaUUyMzkHdW5pRTI0MAd1bmlFMjQxB3VuaUUyNDIHdW5pRTI0Mwd1bmlFMjQ0B3VuaUUyNDUHdW5pRTI0Ngd1bmlFMjQ3B3VuaUUyNDgHdW5pRTI0OQd1bmlFMjUwB3VuaUUyNTEHdW5pRTI1Mgd1bmlFMjUzB3VuaUUyNTQHdW5pRTI1NQd1bmlFMjU2B3VuaUUyNTcHdW5pRTI1OAd1bmlFMjU5B3VuaUUyNjAHdW5pRjhGRgZ1MUY1MTEGdTFGNkFBAAAAAAFUUMMXAAA%3D%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI4OyIgZD0iTTIyNSAxMjAwaDc1MHExMCAwIDE5LjUgLTd0MTIuNSAtMTdsMTg2IC02NTJxNyAtMjQgNyAtNDl2LTQyNXEwIC0xMiAtNCAtMjd0LTkgLTE3cS0xMiAtNiAtMzcgLTZoLTExMDBxLTEyIDAgLTI3IDR0LTE3IDhxLTYgMTMgLTYgMzhsMSA0MjVxMCAyNSA3IDQ5bDE4NSA2NTJxMyAxMCAxMi41IDE3dDE5LjUgN3pNODc4IDEwMDBoLTU1NnEtMTAgMCAtMTkgLTd0LTExIC0xOGwtODcgLTQ1MHEtMiAtMTEgNCAtMTh0MTYgLTdoMTUwIHExMCAwIDE5LjUgLTd0MTEuNSAtMTdsMzggLTE1MnEyIC0xMCAxMS41IC0xN3QxOS41IC03aDI1MHExMCAwIDE5LjUgN3QxMS41IDE3bDM4IDE1MnEyIDEwIDExLjUgMTd0MTkuNSA3aDE1MHExMCAwIDE2IDd0NCAxOGwtODcgNDUwcS0yIDExIC0xMSAxOHQtMTkgN3oiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQwOyIgZD0iTTEwMCAyMDBoLTEwMHYxMDAwaDEwMHYtMTAwMHpNMzAwIDIwMGgtMTAwdjEwMDBoMTAwdi0xMDAwek03MDAgMjAwaC0yMDB2MTAwMGgyMDB2LTEwMDB6TTkwMCAyMDBoLTEwMHYxMDAwaDEwMHYtMTAwMHpNMTIwMCAyMDBoLTIwMHYxMDAwaDIwMHYtMTAwMHpNNDAwIDBoLTMwMHYxMDBoMzAwdi0xMDB6TTYwMCAwaC0xMDB2OTFoMTAwdi05MXpNODAwIDBoLTEwMHY5MWgxMDB2LTkxek0xMTAwIDBoLTIwMHY5MWgyMDB2LTkxeiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNDE7IiBkPSJNNTAwIDEyMDBsNjgyIC02ODJxOCAtOCA4IC0xOHQtOCAtMThsLTQ2NCAtNDY0cS04IC04IC0xOCAtOHQtMTggOGwtNjgyIDY4MmwxIDQ3NXEwIDEwIDcuNSAxNy41dDE3LjUgNy41aDQ3NHpNMzE5LjUgMTAyNC41cS0yOS41IDI5LjUgLTcxIDI5LjV0LTcxIC0yOS41dC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY3OyIgZD0iTTM1MCAxMTAwaDM1MHE2MCAwIDEyNyAtMjNsLTE3OCAtMTc3aC0zNDlxLTQxIDAgLTcwLjUgLTI5LjV0LTI5LjUgLTcwLjV2LTUwMHEwIC00MSAyOS41IC03MC41dDcwLjUgLTI5LjVoNTAwcTQxIDAgNzAuNSAyOS41dDI5LjUgNzAuNXY2OWwyMDAgMjAwdi0yMTlxMCAtMTY1IC05Mi41IC0yNTcuNXQtMjU3LjUgLTkyLjVoLTQwMHEtMTY1IDAgLTI1Ny41IDkyLjV0LTkyLjUgMjU3LjV2NDAwcTAgMTY1IDkyLjUgMjU3LjV0MjU3LjUgOTIuNXogTTY0MyA2MzlsMzk1IDM5NXE3IDcgMTcuNSA3dDE3LjUgLTdsMTAxIC0xMDFxNyAtNyA3IC0xNy41dC03IC0xNy41bC01MzEgLTUzMnEtNyAtNyAtMTcuNSAtN3QtMTcuNSA3bC0yNDggMjQ4cS03IDcgLTcgMTcuNXQ3IDE3LjVsMTAxIDEwMXE3IDcgMTcuNSA3dDE3LjUgLTdsMTExIC0xMTFxOCAtNyAxOCAtN3QxOCA3eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwNjg7IiBkPSJNMzE4IDkxOGwyNjQgMjY0cTggOCAxOCA4dDE4IC04bDI2MCAtMjY0cTcgLTggNC41IC0xM3QtMTIuNSAtNWgtMTcwdi0yMDBoMjAwdjE3M3EwIDEwIDUgMTJ0MTMgLTVsMjY0IC0yNjBxOCAtNyA4IC0xNy41dC04IC0xNy41bC0yNjQgLTI2NXEtOCAtNyAtMTMgLTV0LTUgMTJ2MTczaC0yMDB2LTIwMGgxNzBxMTAgMCAxMi41IC01dC00LjUgLTEzbC0yNjAgLTI2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTI2NCAyNjRxLTggOCAtNS41IDEzIHQxMi41IDVoMTc1djIwMGgtMjAwdi0xNzNxMCAtMTAgLTUgLTEydC0xMyA1bC0yNjQgMjY1cS04IDcgLTggMTcuNXQ4IDE3LjVsMjY0IDI2MHE4IDcgMTMgNXQ1IC0xMnYtMTczaDIwMHYyMDBoLTE3NXEtMTAgMCAtMTIuNSA1dDUuNSAxM3oiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDgxOyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02NTAgOTAwaC0xMDBxLTIxIDAgLTM1LjUgLTE0LjV0LTE0LjUgLTM1LjV2LTE1MGgtMTUwIHEtMjEgMCAtMzUuNSAtMTQuNXQtMTQuNSAtMzUuNXYtMTAwcTAgLTIxIDE0LjUgLTM1LjV0MzUuNSAtMTQuNWgxNTB2LTE1MHEwIC0yMSAxNC41IC0zNS41dDM1LjUgLTE0LjVoMTAwcTIxIDAgMzUuNSAxNC41dDE0LjUgMzUuNXYxNTBoMTUwcTIxIDAgMzUuNSAxNC41dDE0LjUgMzUuNXYxMDBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjVoLTE1MHYxNTBxMCAyMSAtMTQuNSAzNS41dC0zNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA4MjsiIGQ9Ik02MDAgMTE3N3ExMTcgMCAyMjQgLTQ1LjV0MTg0LjUgLTEyM3QxMjMgLTE4NC41dDQ1LjUgLTIyNHQtNDUuNSAtMjI0dC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjQgLTQ1LjV0LTIyNCA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjR0NDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXpNODUwIDcwMGgtNTAwcS0yMSAwIC0zNS41IC0xNC41dC0xNC41IC0zNS41di0xMDBxMCAtMjEgMTQuNSAtMzUuNSB0MzUuNSAtMTQuNWg1MDBxMjEgMCAzNS41IDE0LjV0MTQuNSAzNS41djEwMHEwIDIxIC0xNC41IDM1LjV0LTM1LjUgMTQuNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk0OyIgZD0iTTU1MCAxMjAwaDIwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTUwaDI5MXEyMSAwIDI2IC0xMS41dC04IC0yNy41bC00MjcgLTUyMnEtMTMgLTE2IC0zMiAtMTZ0LTMyIDE2bC00MjcgNTIycS0xMyAxNiAtOCAyNy41dDI2IDExLjVoMjkxdjU1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA5NTsiIGQ9Ik02MzkgMTEwOWw1MjIgLTQyN3ExNiAtMTMgMTYgLTMydC0xNiAtMzJsLTUyMiAtNDI3cS0xNiAtMTMgLTI3LjUgLTh0LTExLjUgMjZ2MjkxcS05NCAtMiAtMTgyIC0yMHQtMTcwLjUgLTUydC0xNDcgLTkyLjV0LTEwMC41IC0xMzUuNXE1IDEwNSAyNyAxOTMuNXQ2Ny41IDE2N3QxMTMgMTM1dDE2NyA5MS41dDIyNS41IDQydjI2MnEwIDIxIDExLjUgMjZ0MjcuNSAtOHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTI0OyIgZD0iTTgwMCA5NDZsMjI0IDc4bC03OCAtMjI0bDIzNCAtNDVsLTE4MCAtMTU1bDE4MCAtMTU1bC0yMzQgLTQ1bDc4IC0yMjRsLTIyNCA3OGwtNDUgLTIzNGwtMTU1IDE4MGwtMTU1IC0xODBsLTQ1IDIzNGwtMjI0IC03OGw3OCAyMjRsLTIzNCA0NWwxODAgMTU1bC0xODAgMTU1bDIzNCA0NWwtNzggMjI0bDIyNCAtNzhsNDUgMjM0bDE1NSAtMTgwbDE1NSAxODB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEyNTsiIGQ9Ik02NTAgMTIwMGg1MHE0MCAwIDcwIC00MC41dDMwIC04NC41di0xNTBsLTI4IC0xMjVoMzI4cTQwIDAgNzAgLTQwLjV0MzAgLTg0LjV2LTEwMHEwIC00NSAtMjkgLTc0bC0yMzggLTM0NHEtMTYgLTI0IC0zOCAtNDAuNXQtNDUgLTE2LjVoLTI1MHEtNyAwIC00MiAyNXQtNjYgNTBsLTMxIDI1aC02MXEtNDUgMCAtNzIuNSAxOHQtMjcuNSA1N3Y0MDBxMCAzNiAyMCA2M2wxNDUgMTk2bDk2IDE5OHExMyAyOCAzNy41IDQ4dDUxLjUgMjB6IE02NTAgMTEwMGwtMTAwIC0yMTJsLTE1MCAtMjEzdi0zNzVoMTAwbDEzNiAtMTAwaDIxNGwyNTAgMzc1djEyNWgtNDUwbDUwIDIyNXYxNzVoLTUwek01MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTY1OyIgZD0iTTYwMCAxMTg2cTExOSAwIDIyNy41IC00Ni41dDE4NyAtMTI1dDEyNSAtMTg3dDQ2LjUgLTIyNy41dC00Ni41IC0yMjcuNXQtMTI1IC0xODd0LTE4NyAtMTI1dC0yMjcuNSAtNDYuNXQtMjI3LjUgNDYuNXQtMTg3IDEyNXQtMTI1IDE4N3QtNDYuNSAyMjcuNXQ0Ni41IDIyNy41dDEyNSAxODd0MTg3IDEyNXQyMjcuNSA0Ni41ek02MDAgMTAyMnEtMTE1IDAgLTIxMiAtNTYuNXQtMTUzLjUgLTE1My41dC01Ni41IC0yMTJ0NTYuNSAtMjEyIHQxNTMuNSAtMTUzLjV0MjEyIC01Ni41dDIxMiA1Ni41dDE1My41IDE1My41dDU2LjUgMjEydC01Ni41IDIxMnQtMTUzLjUgMTUzLjV0LTIxMiA1Ni41ek02MDAgNzk0cTgwIDAgMTM3IC01N3Q1NyAtMTM3dC01NyAtMTM3dC0xMzcgLTU3dC0xMzcgNTd0LTU3IDEzN3Q1NyAxMzd0MTM3IDU3eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNjY7IiBkPSJNNDUwIDEyMDBoMjAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0zNTBoMjQ1cTIwIDAgMjUgLTExdC05IC0yNmwtMzgzIC00MjZxLTE0IC0xNSAtMzMuNSAtMTV0LTMyLjUgMTVsLTM3OSA0MjZxLTEzIDE1IC04LjUgMjZ0MjUuNSAxMWgyNTB2MzUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNTAgMzAwaDEwMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTI1MGgtMTEwMHYyNTBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41eiBNOTAwIDIwMHYtNTBoMTAwdjUwaC0xMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE2NzsiIGQ9Ik01ODMgMTE4MmwzNzggLTQzNXExNCAtMTUgOSAtMzF0LTI2IC0xNmgtMjQ0di0yNTBxMCAtMjAgLTE3IC0zNXQtMzkgLTE1aC0yMDBxLTIwIDAgLTMyIDE0LjV0LTEyIDM1LjV2MjUwaC0yNTBxLTIwIDAgLTI1LjUgMTYuNXQ4LjUgMzEuNWwzODMgNDMxcTE0IDE2IDMzLjUgMTd0MzMuNSAtMTR6TTUwIDMwMGgxMDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0yNTBoLTExMDB2MjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXogTTkwMCAyMDB2LTUwaDEwMHY1MGgtMTAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNjg7IiBkPSJNMzk2IDcyM2wzNjkgMzY5cTcgNyAxNy41IDd0MTcuNSAtN2wxMzkgLTEzOXE3IC04IDcgLTE4LjV0LTcgLTE3LjVsLTUyNSAtNTI1cS03IC04IC0xNy41IC04dC0xNy41IDhsLTI5MiAyOTFxLTcgOCAtNyAxOHQ3IDE4bDEzOSAxMzlxOCA3IDE4LjUgN3QxNy41IC03ek01MCAzMDBoMTAwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMjUwaC0xMTAwdjI1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTkwMCAyMDB2LTUwaDEwMHY1MCBoLTEwMHoiIC8%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%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo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i,s,n=t.within,a=n.offset.top+n.scrollTop,o=n.height,h=n.isWindow?n.scrollTop:n.offset.top,l=e.top-t.collisionPosition.marginTop,u=l-h,d=l+t.collisionHeight-o-h,c="top"===t.my[1],p=c?-t.elemHeight:"bottom"===t.my[1]?t.elemHeight:0,f="top"===t.at[1]?t.targetHeight:"bottom"===t.at[1]?-t.targetHeight:0,m=-2*t.offset[1];0>u?(s=e.top+p+f+m+t.collisionHeight-o-a,(0>s||r(u)>s)&&(e.top+=p+f+m)):d>0&&(i=e.top-t.collisionPosition.marginTop+p+f+m-h,(i>0||d>r(i))&&(e.top+=p+f+m))}},flipfit:{left:function(){e.ui.position.flip.left.apply(this,arguments),e.ui.position.fit.left.apply(this,arguments)},top:function(){e.ui.position.flip.top.apply(this,arguments),e.ui.position.fit.top.apply(this,arguments)}}},function(){var t,i,s,n,o,r=document.getElementsByTagName("body")[0],h=document.createElement("div");t=document.createElement(r?"div":"body"),s={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},r&&e.extend(s,{position:"absolute",left:"-1000px",top:"-1000px"});for(o in s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n
})),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return e(this).droppable("instance").options.scope===n}),a.length&&(s=e(a[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(t,i){t.element.parentsUntil("body").unbind("scroll.droppable"),t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)}},e.ui.droppable,e.widget("ui.resizable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(e){return parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1;
i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td>&#160;</td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var 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i=t.newPanel,s=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=s,this.options.animate?this._animate(i,s,t):(s.hide(),i.show(),this._toggleComplete(t)),s.attr({"aria-hidden":"true"}),s.prev().attr({"aria-selected":"false","aria-expanded":"false"}),i.length&&s.length?s.prev().attr({tabIndex:-1,"aria-expanded":"false"}):i.length&&this.headers.filter(function(){return 0===parseInt(e(this).attr("tabIndex"),10)}).attr("tabIndex",-1),i.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(e,t,i){var s,n,a,o=this,r=0,h=e.css("box-sizing"),l=e.length&&(!t.length||e.index()<t.index()),u=this.options.animate||{},d=l&&u.down||u,c=function(){o._toggleComplete(i)};return"number"==typeof d&&(a=d),"string"==typeof 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e.ui.keyCode.LEFT:this.collapse(t);break;case e.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case e.ui.keyCode.ENTER:case e.ui.keyCode.SPACE:this._activate(t);break;case e.ui.keyCode.ESCAPE:this.collapse(t);break;default:o=!1,s=this.previousFilter||"",n=String.fromCharCode(t.keyCode),a=!1,clearTimeout(this.filterTimer),n===s?a=!0:n=s+n,i=this._filterMenuItems(n),i=a&&-1!==i.index(this.active.next())?this.active.nextAll(".ui-menu-item"):i,i.length||(n=String.fromCharCode(t.keyCode),i=this._filterMenuItems(n)),i.length?(this.focus(t,i),this.previousFilter=n,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}o&&t.preventDefault()},_activate:function(e){this.active.is(".ui-state-disabled")||(this.active.is("[aria-haspopup='true']")?this.expand(e):this.select(e))},refresh:function(){var t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, 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i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=e(this),0>i.offset().top-s-n}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(t),void 0)},previousPage:function(t){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=e(this),i.offset().top-s+n>0}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items).first())),void 0):(this.next(t),void 0)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||e(t.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,i)},_filterMenuItems:function(t){var i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case 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i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return 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e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html("&#160;"),e.text(this.options.title)
},_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=e(this);return e("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html("&#160;")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var 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t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.range?" ui-slider-range-"+t.range:""))):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal 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this._valueMax();var t=this.options.step>0?this.options.step:1,i=(e-this._valueMin())%t,s=e-i;return 2*Math.abs(i)>=t&&(s+=i>0?t:-t),parseFloat(s.toFixed(5))},_calculateNewMax:function(){var e=this.options.max,t=this._valueMin(),i=this.options.step,s=Math.floor(+(e-t).toFixed(this._precision())/i)*i;e=s+t,this.max=parseFloat(e.toFixed(this._precision()))},_precision:function(){var e=this._precisionOf(this.options.step);return null!==this.options.min&&(e=Math.max(e,this._precisionOf(this.options.min))),e},_precisionOf:function(e){var t=""+e,i=t.indexOf(".");return-1===i?0:t.length-i-1},_valueMin:function(){return this.options.min},_valueMax:function(){return this.max},_refreshValue:function(){var t,i,s,n,a,o=this.options.range,r=this.options,h=this,l=this._animateOff?!1:r.animate,u={};this.options.values&&this.options.values.length?this.handles.each(function(s){i=100*((h.values(s)-h._valueMin())/(h._valueMax()-h._valueMin())),u["horizontal"===h.orientation?"left":"bottom"]=i+"%",e(this).stop(1,1)[l?"animate":"css"](u,r.animate),h.options.range===!0&&("horizontal"===h.orientation?(0===s&&h.range.stop(1,1)[l?"animate":"css"]({left:i+"%"},r.animate),1===s&&h.range[l?"animate":"css"]({width:i-t+"%"},{queue:!1,duration:r.animate})):(0===s&&h.range.stop(1,1)[l?"animate":"css"]({bottom:i+"%"},r.animate),1===s&&h.range[l?"animate":"css"]({height:i-t+"%"},{queue:!1,duration:r.animate}))),t=i}):(s=this.value(),n=this._valueMin(),a=this._valueMax(),i=a!==n?100*((s-n)/(a-n)):0,u["horizontal"===this.orientation?"left":"bottom"]=i+"%",this.handle.stop(1,1)[l?"animate":"css"](u,r.animate),"min"===o&&"horizontal"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({width:i+"%"},r.animate),"max"===o&&"horizontal"===this.orientation&&this.range[l?"animate":"css"]({width:100-i+"%"},{queue:!1,duration:r.animate}),"min"===o&&"vertical"===this.orientation&&this.range.stop(1,1)[l?"animate":"css"]({height:i+"%"},r.animate),"max"===o&&"vertical"===this.orientation&&this.range[l?"animate":"css"]({height:100-i+"%"},{queue:!1,duration:r.animate}))},_handleEvents:{keydown:function(t){var 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-<script src="data:application/x-javascript;base64,/* jquery Tocify - v1.9.1 - 2013-10-22
 * http://www.gregfranko.com/jquery.tocify.js/
 * Copyright (c) 2013 Greg Franko; Licensed MIT */

// Immediately-Invoked Function Expression (IIFE) [Ben Alman Blog Post](http://benalman.com/news/2010/11/immediately-invoked-function-expression/) that calls another IIFE that contains all of the plugin logic.  I used this pattern so that anyone viewing this code would not have to scroll to the bottom of the page to view the local parameters that were passed to the main IIFE.
(function(tocify) {

    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
    "use strict";

    // Calls the second IIFE and locally passes in the global jQuery, window, and document objects
    tocify(window.jQuery, window, document);

  }

  // Locally passes in `jQuery`, the `window` object, the `document` object, and an `undefined` variable.  The `jQuery`, `window` and `document` objects are passed in locally, to improve performance, since javascript first searches for a variable match within the local variables set before searching the global variables set.  All of the global variables are also passed in locally to be minifier friendly. `undefined` can be passed in locally, because it is not a reserved word in JavaScript.
  (function($, window, document, undefined) {

    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
    "use strict";

    var tocClassName = "tocify",
      tocClass = "." + tocClassName,
      tocFocusClassName = "tocify-focus",
      tocHoverClassName = "tocify-hover",
      hideTocClassName = "tocify-hide",
      hideTocClass = "." + hideTocClassName,
      headerClassName = "tocify-header",
      headerClass = "." + headerClassName,
      subheaderClassName = "tocify-subheader",
      subheaderClass = "." + subheaderClassName,
      itemClassName = "tocify-item",
      itemClass = "." + itemClassName,
      extendPageClassName = "tocify-extend-page",
      extendPageClass = "." + extendPageClassName;

    // Calling the jQueryUI Widget Factory Method
    $.widget("toc.tocify", {

      //Plugin version
      version: "1.9.1",

      // These options will be used as defaults
      options: {

        // **context**: Accepts String: Any jQuery selector
        // The container element that holds all of the elements used to generate the table of contents
        context: "body",

        // **ignoreSelector**: Accepts String: Any jQuery selector
        // A selector to any element that would be matched by selectors that you wish to be ignored
        ignoreSelector: null,

        // **selectors**: Accepts an Array of Strings: Any jQuery selectors
        // The element's used to generate the table of contents.  The order is very important since it will determine the table of content's nesting structure
        selectors: "h1, h2, h3",

        // **showAndHide**: Accepts a boolean: true or false
        // Used to determine if elements should be shown and hidden
        showAndHide: true,

        // **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
        // Used to display any of the table of contents nested items
        showEffect: "slideDown",

        // **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the show animation
        showEffectSpeed: "medium",

        // **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
        // Used to hide any of the table of contents nested items
        hideEffect: "slideUp",

        // **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the hide animation
        hideEffectSpeed: "medium",

        // **smoothScroll**: Accepts a boolean: true or false
        // Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
        smoothScroll: true,

        // **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
        // The time duration of the smoothScroll animation
        smoothScrollSpeed: "medium",

        // **scrollTo**: Accepts Number (pixels)
        // The amount of space between the top of page and the selected table of contents item after the page has been scrolled
        scrollTo: 0,

        // **showAndHideOnScroll**: Accepts a boolean: true or false
        // Determines if table of contents nested items should be shown and hidden while scrolling
        showAndHideOnScroll: true,

        // **highlightOnScroll**: Accepts a boolean: true or false
        // Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
        highlightOnScroll: true,

        // **highlightOffset**: Accepts a number
        // The offset distance in pixels to trigger the next active table of contents item
        highlightOffset: 40,

        // **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
        // Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
        theme: "bootstrap",

        // **extendPage**: Accepts a boolean: true or false
        // If a user scrolls to the bottom of the page and the page is not tall enough to scroll to the last table of contents item, then the page height is increased
        extendPage: true,

        // **extendPageOffset**: Accepts a number: pixels
        // How close to the bottom of the page a user must scroll before the page is extended
        extendPageOffset: 100,

        // **history**: Accepts a boolean: true or false
        // Adds a hash to the page url to maintain history
        history: true,

        // **scrollHistory**: Accepts a boolean: true or false
        // Adds a hash to the page url, to maintain history, when scrolling to a TOC item
        scrollHistory: false,

        // **hashGenerator**: How the hash value (the anchor segment of the URL, following the
        // # character) will be generated.
        //
        // "compact" (default) - #CompressesEverythingTogether
        // "pretty" - #looks-like-a-nice-url-and-is-easily-readable
        // function(text, element){} - Your own hash generation function that accepts the text as an
        // argument, and returns the hash value.
        hashGenerator: "compact",

        // **highlightDefault**: Accepts a boolean: true or false
        // Set's the first TOC item as active if no other TOC item is active.
        highlightDefault: true

      },

      // _Create
      // -------
      //      Constructs the plugin.  Only called once.
      _create: function() {

        var self = this;

        self.extendPageScroll = true;

        // Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
        self.items = [];

        // Generates the HTML for the dynamic table of contents
        self._generateToc();

        // Adds CSS classes to the newly generated table of contents HTML
        self._addCSSClasses();

        self.webkit = (function() {

          for (var prop in window) {

            if (prop) {

              if (prop.toLowerCase().indexOf("webkit") !== -1) {

                return true;

              }

            }

          }

          return false;

        }());

        // Adds jQuery event handlers to the newly generated table of contents
        self._setEventHandlers();

        // Binding to the Window load event to make sure the correct scrollTop is calculated
        $(window).load(function() {

          // Sets the active TOC item
          self._setActiveElement(true);

          // Once all animations on the page are complete, this callback function will be called
          $("html, body").promise().done(function() {

            setTimeout(function() {

              self.extendPageScroll = false;

            }, 0);

          });

        });

      },

      // _generateToc
      // ------------
      //      Generates the HTML for the dynamic table of contents
      _generateToc: function() {

        // _Local variables_

        // Stores the plugin context in the self variable
        var self = this,

          // All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
          firstElem,

          // Instantiated variable that will store the top level newly created unordered list DOM element
          ul,
          ignoreSelector = self.options.ignoreSelector;


        // Determine the element to start the toc with
        // get all the top level selectors
        firstElem = [];
        var selectors = this.options.selectors.replace(/ /g, "").split(",");
        // find the first set that have at least one non-ignored element
        for(var i = 0; i < selectors.length; i++) {
          var foundSelectors = $(this.options.context).find(selectors[i]);
          for (var s = 0; s < foundSelectors.length; s++) {
            if (!$(foundSelectors[s]).is(ignoreSelector)) {
              firstElem = foundSelectors;
              break;
            }
          }
          if (firstElem.length> 0)
            break;
        }

        if (!firstElem.length) {

          self.element.addClass(hideTocClassName);

          return;

        }

        self.element.addClass(tocClassName);

        // Loops through each top level selector
        firstElem.each(function(index) {

          //If the element matches the ignoreSelector then we skip it
          if ($(this).is(ignoreSelector)) {
            return;
          }

          // Creates an unordered list HTML element and adds a dynamic ID and standard class name
          ul = $("<ul/>", {
            "id": headerClassName + index,
            "class": headerClassName
          }).

          // Appends a top level list item HTML element to the previously created HTML header
          append(self._nestElements($(this), index));

          // Add the created unordered list element to the HTML element calling the plugin
          self.element.append(ul);

          // Finds all of the HTML tags between the header and subheader elements
          $(this).nextUntil(this.nodeName.toLowerCase()).each(function() {

            // If there are no nested subheader elemements
            if ($(this).find(self.options.selectors).length === 0) {

              // Loops through all of the subheader elements
              $(this).filter(self.options.selectors).each(function() {

                //If the element matches the ignoreSelector then we skip it
                if ($(this).is(ignoreSelector)) {
                  return;
                }

                self._appendSubheaders.call(this, self, ul);

              });

            }

            // If there are nested subheader elements
            else {

              // Loops through all of the subheader elements
              $(this).find(self.options.selectors).each(function() {

                //If the element matches the ignoreSelector then we skip it
                if ($(this).is(ignoreSelector)) {
                  return;
                }

                self._appendSubheaders.call(this, self, ul);

              });

            }

          });

        });

      },

      _setActiveElement: function(pageload) {

        var self = this,

          hash = window.location.hash.substring(1),

          elem = self.element.find('li[data-unique="' + hash + '"]');

        if (hash.length) {

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          // Highlights the current list item that was clicked
          elem.addClass(self.focusClass);

          // Triggers the click event on the currently focused TOC item
          elem.click();

        } else {

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          if (!hash.length && pageload && self.options.highlightDefault) {

            // Highlights the first TOC item if no other items are highlighted
            self.element.find(itemClass).first().addClass(self.focusClass);

          }

        }

        return self;

      },

      // _nestElements
      // -------------
      //      Helps create the table of contents list by appending nested list items
      _nestElements: function(self, index) {

        var arr, item, hashValue;

        arr = $.grep(this.items, function(item) {

          return item === self.text();

        });

        // If there is already a duplicate TOC item
        if (arr.length) {

          // Adds the current TOC item text and index (for slight randomization) to the internal array
          this.items.push(self.text() + index);

        }

        // If there not a duplicate TOC item
        else {

          // Adds the current TOC item text to the internal array
          this.items.push(self.text());

        }

        hashValue = this._generateHashValue(arr, self, index);

        // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
        item = $("<li/>", {

          // Sets a common class name to the list item
          "class": itemClassName,

          "data-unique": hashValue

        });

        if (this.options.theme !== "bootstrap3") {

          item.append($("<a/>", {

            "text": self.text()

          }));

        } else {

          item.text(self.text());

        }

        // Adds an HTML anchor tag before the currently traversed HTML element
        self.before($("<div/>", {

          // Sets a name attribute on the anchor tag to the text of the currently traversed HTML element (also making sure that all whitespace is replaced with an underscore)
          "name": hashValue,

          "data-unique": hashValue

        }));

        return item;

      },

      // _generateHashValue
      // ------------------
      //      Generates the hash value that will be used to refer to each item.
      _generateHashValue: function(arr, self, index) {

        var hashValue = "",
          hashGeneratorOption = this.options.hashGenerator;

        if (hashGeneratorOption === "pretty") {

          // prettify the text
          hashValue = self.text().toLowerCase().replace(/\s/g, "-");

          // fix double hyphens
          while (hashValue.indexOf("--") > -1) {
            hashValue = hashValue.replace(/--/g, "-");
          }

          // fix colon-space instances
          while (hashValue.indexOf(":-") > -1) {
            hashValue = hashValue.replace(/:-/g, "-");
          }

        } else if (typeof hashGeneratorOption === "function") {

          // call the function
          hashValue = hashGeneratorOption(self.text(), self);

        } else {

          // compact - the default
          hashValue = self.text().replace(/\s/g, "");

        }

        // add the index if we need to
        if (arr.length) {
          hashValue += "" + index;
        }

        // return the value
        return hashValue;

      },

      // _appendElements
      // ---------------
      //      Helps create the table of contents list by appending subheader elements

      _appendSubheaders: function(self, ul) {

        // The current element index
        var index = $(this).index(self.options.selectors),

          // Finds the previous header DOM element
          previousHeader = $(self.options.selectors).eq(index - 1),

          currentTagName = +$(this).prop("tagName").charAt(1),

          previousTagName = +previousHeader.prop("tagName").charAt(1),

          lastSubheader;

        // If the current header DOM element is smaller than the previous header DOM element or the first subheader
        if (currentTagName < previousTagName) {

          // Selects the last unordered list HTML found within the HTML element calling the plugin
          self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));

        }

        // If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
        else if (currentTagName === previousTagName) {

          ul.find(itemClass).last().after(self._nestElements($(this), index));

        } else {

          // Selects the last unordered list HTML found within the HTML element calling the plugin
          ul.find(itemClass).last().

          // Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
          after($("<ul/>", {

            "class": subheaderClassName,

            "data-tag": currentTagName

          })).next(subheaderClass).

          // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
          append(self._nestElements($(this), index));
        }

      },

      // _setEventHandlers
      // ----------------
      //      Adds jQuery event handlers to the newly generated table of contents
      _setEventHandlers: function() {

        // _Local variables_

        // Stores the plugin context in the self variable
        var self = this,

          // Instantiates a new variable that will be used to hold a specific element's context
          $self,

          // Instantiates a new variable that will be used to determine the smoothScroll animation time duration
          duration;

        // Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
        this.element.on("click.tocify", "li", function(event) {

          if (self.options.history) {

            window.location.hash = $(this).attr("data-unique");

          }

          // Removes highlighting from all of the list item's
          self.element.find("." + self.focusClass).removeClass(self.focusClass);

          // Highlights the current list item that was clicked
          $(this).addClass(self.focusClass);

          // If the showAndHide option is true
          if (self.options.showAndHide) {

            var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');

            self._triggerShow(elem);

          }

          self._scrollTo($(this));

        });

        // Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
        this.element.find("li").on({

          // Mouseenter event handler
          "mouseenter.tocify": function() {

            // Adds a hover CSS class to the current list item
            $(this).addClass(self.hoverClass);

            // Makes sure the cursor is set to the pointer icon
            $(this).css("cursor", "pointer");

          },

          // Mouseleave event handler
          "mouseleave.tocify": function() {

            if (self.options.theme !== "bootstrap") {

              // Removes the hover CSS class from the current list item
              $(this).removeClass(self.hoverClass);

            }

          }
        });

        // only attach handler if needed (expensive in IE)
        if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
          // Window scroll event handler
          $(window).on("scroll.tocify", function() {

            // Once all animations on the page are complete, this callback function will be called
            $("html, body").promise().done(function() {

              // Local variables

              // Stores how far the user has scrolled
              var winScrollTop = $(window).scrollTop(),

                // Stores the height of the window
                winHeight = $(window).height(),

                // Stores the height of the document
                docHeight = $(document).height(),

                scrollHeight = $("body")[0].scrollHeight,

                // Instantiates a variable that will be used to hold a selected HTML element
                elem,

                lastElem,

                lastElemOffset,

                currentElem;

              if (self.options.extendPage) {

                // If the user has scrolled to the bottom of the page and the last toc item is not focused
                if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {

                  if (!$(extendPageClass).length) {

                    lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');

                    if (!lastElem.length) return;

                    // Gets the top offset of the page header that is linked to the last toc item
                    lastElemOffset = lastElem.offset().top;

                    // Appends a div to the bottom of the page and sets the height to the difference of the window scrollTop and the last element's position top offset
                    $(self.options.context).append($("<div/>", {

                      "class": extendPageClassName,

                      "height": Math.abs(lastElemOffset - winScrollTop) + "px",

                      "data-unique": extendPageClassName

                    }));

                    if (self.extendPageScroll) {

                      currentElem = self.element.find('li.' + self.focusClass);

                      self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));

                    }

                  }

                }

              }

              // The zero timeout ensures the following code is run after the scroll events
              setTimeout(function() {

                // _Local variables_

                // Stores the distance to the closest anchor
                var closestAnchorDistance = null,

                  // Stores the index of the closest anchor
                  closestAnchorIdx = null,

                  // Keeps a reference to all anchors
                  anchors = $(self.options.context).find("div[data-unique]"),

                  anchorText;

                // Determines the index of the closest anchor
                anchors.each(function(idx) {
                  var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
                  if (closestAnchorDistance == null || distance < closestAnchorDistance) {
                    closestAnchorDistance = distance;
                    closestAnchorIdx = idx;
                  } else {
                    return false;
                  }
                });

                anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");

                // Stores the list item HTML element that corresponds to the currently traversed anchor tag
                elem = $('li[data-unique="' + anchorText + '"]');

                // If the `highlightOnScroll` option is true and a next element is found
                if (self.options.highlightOnScroll && elem.length) {

                  // Removes highlighting from all of the list item's
                  self.element.find("." + self.focusClass).removeClass(self.focusClass);

                  // Highlights the corresponding list item
                  elem.addClass(self.focusClass);

                }

                if (self.options.scrollHistory) {

                  if (window.location.hash !== "#" + anchorText) {

                    window.location.replace("#" + anchorText);

                  }
                }

                // If the `showAndHideOnScroll` option is true
                if (self.options.showAndHideOnScroll && self.options.showAndHide) {

                  self._triggerShow(elem, true);

                }

              }, 0);

            });

          });
        }

      },

      // Show
      // ----
      //      Opens the current sub-header
      show: function(elem, scroll) {

        // Stores the plugin context in the `self` variable
        var self = this,
          element = elem;

        // If the sub-header is not already visible
        if (!elem.is(":visible")) {

          // If the current element does not have any nested subheaders, is not a header, and its parent is not visible
          if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {

            // Sets the current element to all of the subheaders within the current header
            elem = elem.parents(subheaderClass).add(elem);

          }

          // If the current element does not have any nested subheaders and is not a header
          else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {

            // Sets the current element to the closest subheader
            elem = elem.closest(subheaderClass);

          }

          //Determines what jQuery effect to use
          switch (self.options.showEffect) {

            //Uses `no effect`
            case "none":

              elem.show();

              break;

              //Uses the jQuery `show` special effect
            case "show":

              elem.show(self.options.showEffectSpeed);

              break;

              //Uses the jQuery `slideDown` special effect
            case "slideDown":

              elem.slideDown(self.options.showEffectSpeed);

              break;

              //Uses the jQuery `fadeIn` special effect
            case "fadeIn":

              elem.fadeIn(self.options.showEffectSpeed);

              break;

              //If none of the above options were passed, then a `jQueryUI show effect` is expected
            default:

              elem.show();

              break;

          }

        }

        // If the current subheader parent element is a header
        if (elem.parent().is(headerClass)) {

          // Hides all non-active sub-headers
          self.hide($(subheaderClass).not(elem));

        }

        // If the current subheader parent element is not a header
        else {

          // Hides all non-active sub-headers
          self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));

        }

        // Maintains chainablity
        return self;

      },

      // Hide
      // ----
      //      Closes the current sub-header
      hide: function(elem) {

        // Stores the plugin context in the `self` variable
        var self = this;

        //Determines what jQuery effect to use
        switch (self.options.hideEffect) {

          // Uses `no effect`
          case "none":

            elem.hide();

            break;

            // Uses the jQuery `hide` special effect
          case "hide":

            elem.hide(self.options.hideEffectSpeed);

            break;

            // Uses the jQuery `slideUp` special effect
          case "slideUp":

            elem.slideUp(self.options.hideEffectSpeed);

            break;

            // Uses the jQuery `fadeOut` special effect
          case "fadeOut":

            elem.fadeOut(self.options.hideEffectSpeed);

            break;

            // If none of the above options were passed, then a `jqueryUI hide effect` is expected
          default:

            elem.hide();

            break;

        }

        // Maintains chainablity
        return self;
      },

      // _triggerShow
      // ------------
      //      Determines what elements get shown on scroll and click
      _triggerShow: function(elem, scroll) {

        var self = this;

        // If the current element's parent is a header element or the next element is a nested subheader element
        if (elem.parent().is(headerClass) || elem.next().is(subheaderClass)) {

          // Shows the next sub-header element
          self.show(elem.next(subheaderClass), scroll);

        }

        // If the current element's parent is a subheader element
        else if (elem.parent().is(subheaderClass)) {

          // Shows the parent sub-header element
          self.show(elem.parent(), scroll);

        }

        // Maintains chainability
        return self;

      },

      // _addCSSClasses
      // --------------
      //      Adds CSS classes to the newly generated table of contents HTML
      _addCSSClasses: function() {

        // If the user wants a jqueryUI theme
        if (this.options.theme === "jqueryui") {

          this.focusClass = "ui-state-default";

          this.hoverClass = "ui-state-hover";

          //Adds the default styling to the dropdown list
          this.element.addClass("ui-widget").find(".toc-title").addClass("ui-widget-header").end().find("li").addClass("ui-widget-content");

        }

        // If the user wants a twitterBootstrap theme
        else if (this.options.theme === "bootstrap") {

          this.element.find(headerClass + "," + subheaderClass).addClass("nav nav-list");

          this.focusClass = "active";

        }

        // If the user wants a twitterBootstrap theme
        else if (this.options.theme === "bootstrap3") {

          this.element.find(headerClass + "," + subheaderClass).addClass("list-group");

          this.element.find(itemClass).addClass("list-group-item");

          this.focusClass = "active";

        }

        // If a user does not want a prebuilt theme
        else {

          // Adds more neutral classes (instead of jqueryui)

          this.focusClass = tocFocusClassName;

          this.hoverClass = tocHoverClassName;

        }

        //Maintains chainability
        return this;

      },

      // setOption
      // ---------
      //      Sets a single Tocify option after the plugin is invoked
      setOption: function() {

        // Calls the jQueryUI Widget Factory setOption method
        $.Widget.prototype._setOption.apply(this, arguments);

      },

      // setOptions
      // ----------
      //      Sets a single or multiple Tocify options after the plugin is invoked
      setOptions: function() {

        // Calls the jQueryUI Widget Factory setOptions method
        $.Widget.prototype._setOptions.apply(this, arguments);

      },

      // _scrollTo
      // ---------
      //      Scrolls to a specific element
      _scrollTo: function(elem) {

        var self = this,
          duration = self.options.smoothScroll || 0,
          scrollTo = self.options.scrollTo,
          currentDiv = $('div[data-unique="' + elem.attr("data-unique") + '"]');

        if (!currentDiv.length) {

          return self;

        }

        // Once all animations on the page are complete, this callback function will be called
        $("html, body").promise().done(function() {

          // Animates the html and body element scrolltops
          $("html, body").animate({

            // Sets the jQuery `scrollTop` to the top offset of the HTML div tag that matches the current list item's `data-unique` tag
            "scrollTop": currentDiv.offset().top - ($.isFunction(scrollTo) ? scrollTo.call() : scrollTo) + "px"

          }, {

            // Sets the smoothScroll animation time duration to the smoothScrollSpeed option
            "duration": duration

          });

        });

        // Maintains chainability
        return self;

      }

    });

  })); //end of plugin
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format('truetype');
+}
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format('truetype');
+}
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+font-style: normal;
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ke2C8vfjgV/Y9kkRQOJIn/xM9INZSpiBnqX0Q9GlQPpPKAyO5y+W5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W/N6l54qOynCqD3DpWQ+mpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE+7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv/8lbTIkkYpqKM9VOhp65ktYk+Q46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI+ejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5+7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu+vtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY/iOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v+6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ/qDQK+bfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam+WpHG+0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3+J1eCBay8IYZ0wQRKGAqvCuZ/UgbQPyllosq+XtfKIZOzmeJqRazpmmoP/76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t/I4Jktu0XSgifO2ozFOiwd/0SssJDn0dn4xqk4GDTTKX73/wQyBLdqgJ+Wx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy/qqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh/wkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml/R4yrzow1Q2A5G+kzo/RhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj/UMMc34IBqTKLDTp76WzL/dMjCxK7MjhiGjeYAC/kj/jY/Rde7hpSM1xChrog6yZ7OWTuD56xBJnGFE+pT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G+9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36/dBySis4m9/DR8izaLJW6bWCkVgm5T+ius3ZXq4xI+GnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te/r4dPYMCl5qtiHNTn+TPbh1jCBHH+dMJNhwNgs3nT+OhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF+uRIWyXjQMAs2chdpaKPNaB+kSezYt0+CA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6/TzoA1/ZBG9bIUVHLAbi/kdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh+epgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF+zkJHIA7PwCDk1gGVmGUZSSoPhNf+Tklauz98QofOlCIQ/tCD4dosHYPqtPCXB3agggQQIqQJsSkB+qn0rkQ1toJjON/OtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU+TQ6NIw3ej+AtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb++W6Uk4q6F7/rg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK+EfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l+wM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l+DMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg+EWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb+Mw76Qy29iQ5up/X7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa/xnsMYcIO/vEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz/Chp/Vlpj2P7jJQmQRwGnltkTV5dbF9fE3/fxoSqTROgq9wFUlbuYzYcasE0ouzBo+dDCDzxKAfhbAZYxQiHrLzV2iVexnDX/QnT1fsT/xuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR+CtGdkPwYN2o7DOw/VGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO/f9Qua+pDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD/prQ84B1pVGkIpVUAHCG+iz3Bn3qm2AVrYcYWhock4jso5+J7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk+UILT7+VoX5mdxxA5fS42gISQVi/HTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8/6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk/wdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt+Su9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ/BfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk/gc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B//lHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO+CvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd/p1gi/07h8qfwHrByuSxglc9cI4QIg2oqvC/qm0i7tjPLTgDhoWTAKDO2ONW5oe+/eKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2/j4ODUwRkqrtBBCrDsDpt8jhZdXoy/1BCqw3sSGhgGGy0a5Jw6BP/TExoCmNFYjZl248A0osgPyGEmRA+fAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd/ocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE/EZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ/Ugd/JZQK8lvAm43uDRAbyW8gZ+ZGq0EVerVGUKUSm/Idn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ+QATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm+oOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724+zUQ7+vkCpZB+pGA562hYQiDxHVWOq0oDQl/QsoiY+cuI7iWq/ZIBtHcXJ7kks+h2fCNUPA82BzjnqktNts+RLdk1VSu+tqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy/44XYXdI5noQoRcvjZ1RMPACRqYg2V1+OwOepcOknRLLFdYgTkT5UApt/JhLM3jeFYprZV+Zow2g8fP+U68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr/A1SY9dXFz4RjzoU9ExfJCmx/I9FKEGT3n2cmzl2X42L3Jh+AbQq6sA+Ss1kitoa4TAYgKHaoybHUDJ51oETdeI/9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB+Un44zExFE4vLytcu5NwpWrUxO/0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL+BDqMyaN3RJPh/anbx+Iv+qgQdAa3M9Z5JmvYlh4qop+Ho1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs+gs37sFvi0PPVvA5dnCBgILTwoKd/+DoL9F6inlM7H4rOTzD79KJgKlZO/Zgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno+gBoKVXgIL/VI8dB1O5o/R3Suez/gD7M781ShjKpIIORM/nxG+jjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4/QftDbEn+AucIr1oxrLabRj9q4ae0+fXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd+eNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz/6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT+mAUmiYbV3YQVqFVp9dorv+TsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp+xJyYLv1OsxQCZwTB4a8BZ/5EdxTBJthApqyfd9u3ifr/WILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj/qn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9+W8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4/YtowhEmTs0vrvlD/CrisnoBNDAcUi/teY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O/4DcgV/dZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk+tgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb/n7qwhvGnrHuf5bX6Vh/n3xffU3PeHdR+FA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E+YbfL0adwNtHP7dT7t7b46DVZIkzaRJOM+S6KcrzYVg+T3wSRFRQashjfU18NutrKa/7PXbtuJvpIjbgPeqd+pjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir/8tNXJ/OsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG+FZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx/GdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD/Qi/EmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4/asthNMK5UQKCOhU97oaOYNGsTah+jfCKsZnTRn5TbhFX8ghg8CBYt/BjeYYYUrtUZ5jVij/op7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM+3SW6Opll/wgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy+QbSKVJcqkia+GvDefFwMOmgnD7h81TUtMn+mRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d/QK7Cr4uoCeOQ7/8JfKT77KiDzLImESHw/0wf73QeHu74hxv7uihi4fTX+XEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo/oVH5ww5OzLFsiTPDns7fS6EURSSWd/92BxMYQ8sBaH+j+wthQPdVgDGpTfi+JQIWMD8xKqULliRH01rTeyF8x8q/GBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE+/7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV/yTDRRP8Y2ww5RO6d2D94o+6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt+kqdae76ViWe3STan69yaF9+fESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw/A1zEdjWquIsQXXGIVEH0thC5M+W9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF+RVmI8L4HUYk4x+67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8/p5qIQrEo/H+1l/0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud+tJUfdaZ4CWNijzZtlRa8+CkmO/EwHYfPZFU/hzjFWH7vnzHRMo+aF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce/+/9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs/GWJS6SwEN/ULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e+G2zor8l+YaMxSEomDdLHGcD6YVQPegTaA74H8+V4WvJkFUrjMLGLlvSZQWvi8/QA7yzQ8GPno//5SJHRP/OqKObPCo81s/+6WgLqykYpGAgQZhVDEBPXWgU/WzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M+GWn6ASobIWC+LbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg/kpf3+CnAXKiMgIE8Jk/Mhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo+RJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B+SkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE+VMd3b1fhCynD0pQNhCG6/WCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp/YbHjo++7/Wj8S4YNa+ZdqAw1hDrKWFXv9+zaXpf8ZTDSbiqsxnwN/CzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m/NCW/HILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO+5EJ7Z6bCiRoPedRZ/P0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn/LvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl+11PoFYnNv2HwAODeNRkHj+8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij+bsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur/eWHjiB7SOVdqMAVmpBvfRiebsFjger7DC+8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l+kXRZ0KLZaGsFSIdQz/HXDxf3/TE30+DgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH+RptvRMVRaahu4cySjS3P5wxAUCPkmn+rhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik/zbrTQk5KmgxCg/f45L0jywebOWUYFJQAJia7XzCV0x89rpp/f3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl+5tfUWZNwBpEPXghzbBggYCw/dhy0ntds2yeHCDKkF/YxQjNIL/F/37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD+qNOhwMlfARQUdJ2tUX+MNJqOwIciWalZsmEjt07tfa8ma4cji9sqz+Q9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe+jGDiNJQLWnfx+drTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf/bkvo8PLVBsZl152y5S8+HRDfZIMCbYZ1WDp4yrdchOJw8k6R+/2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB+M4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5/iYp3ZdrCf7fL+en+sIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv+NRiJc8JAKqqgCA/PNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN/hCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj+bYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5/zBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8/i+jHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2+JrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk+Mz7wwstg6RFZb+TZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm/7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk+9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx+whVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC+XYuqMBMUun5YezKbRKmEPwuK+CLzijPEQgfhahQswBBLfg/GBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX+RCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk/4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug/AbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM+Zu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX/pcsfwXbLze2+D+u33OGBoJyAAL3jn3RuEcdp5If8O+a4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT++tm+haBCikRUUMrMhYKZJKYoVuv/bsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV/DMUxd9uFZmBfKXMCn/SqkWJyKPnT6lq+4zBZni6fYRByJn6OK+OgPBGRAJluwGSk4wxjOOzyce/PKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO/cEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm+bddRQu5F9s0XftGEJ9JSuSk+ZachCbdU45fEqbugzTIUokwoAKvpUQF/CvLbWW5BNQFqFkJg2f30E/48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J+1pT0tLkvFVZaNzfhs/Kd3+A9YsImlO4XK4vpCo/elHQi/9gkFg07xxnuXLt21unCIpDV+bbRxb7FC6nWYTsMFF8+1LUg4JFjVt3vqbuhHmDKbgQ4e+RGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB/KVijd1ARWkFEf3yiUw1v/WaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G+ZManTqDLPjyrOse7WiiwOJCG+J0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj/6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j/N46f+S2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb/0jQbaHJ2YRK8A+ls6WMhWmpCXYG5jqapGs5/eOJErxi2/2KWVHiPellTgh/fNl/2KYPKb7DUcAg+mCOPQFCiU9Mq/WLcU1xxC8aLePFZZlE+PCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh/nFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW+oKFLvpyvTBMM69tN1Ydwv1LIEhHsC+ueVG+w+kyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw+H/AuOx+aH+tBL88H57D0MsqyiZxhOEQkF/8DR1d2hSPMj/sNOa5rxcUnBgH8ictv2J+cb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd/PjMMtQfyDNZsOPd6XcAsnBE/mRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl/XPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG/VanIvcwycVA7+BE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP/MVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX/5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c/F1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J/5wkjpkre727p5PTRX5FGrSBIfJqhJE/IS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug+oRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U/5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7/BQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN+nA7pvF78/RII5ZHA09OAiE/66MF6HQ+qVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe+hXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz+JV/4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB+K3wBP/ineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q/9uocGsx41O4IZhViw/2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY/cQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE/om7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi/caHSM3FPRGRf7dB7YC+cD2ho6oL2zGDCkjlf/DFoQVl8GS/56wur3rdV6ggtzZW60MRB3g+U1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg/gBQIZMG/YcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK/G7F3mUc3GOAKqh60zM0v34v+ELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND+/GTk6M56Ig4yMsU6LUW1EWE+fIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP/IoRIZ/F6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg/RrPD/d3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl+Mu4xf0ezqeXD2PtPDnwMPo86sbwDV+9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD/OwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d/UfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH+14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC+OA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6+vAUUBoGhY3CT2tgwehdPqU/4Q7ZLYvhRl/ogOvR9O2+wkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn/dFSWBWzQ/VYk+Gezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n/yJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET/Hh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j+DXfpi12m1RbzYLg9J2wFergEwOxFyD0/JstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT/cUP6pE/mujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB+HEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu+vqQ02+KpJBjaLt9ye1Ab+BbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC+UwkXOoAjneU/xHplMQo2cXUlrVNqJYczgYlaOEczVCs/OCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38+xsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9+b8fH6+b8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj/0Q7PFUcC8hDrxESWdfgFRm+7vvWbkEppHB4T/1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y+g3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR/Rrs/JLKXgEx+qkmeDlFOD1/yTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW+xz+5FElFxWB28VjYIGZ0Yd+5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ+lT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ+2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1+JpI9psyNYIFuJogZa0/1AhOWdlHQxdAgbwacsHqPZo8u/ngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2+RdM+MAaYaZ0Y/ADkbNCZuAyAVQa2OcXOeICmDn9Q/eFkDeFQg5MgHEDXq/tVjj+jtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2/Bc0UxvseQCO2pQ2i+Krfhu/WeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt/U0Wf+phiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7+ExseJauyqo30hs+1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j/e1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la/QCTiVelFnU6O/GCvykqS/wZJDhKN9gBtSOp/1SP5VRgJcoVj+kmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn+8p6+vBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H+gDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D/GvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P+jAgN5TB3haSifDcApp6yymEi6Ij/GsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x/pChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11/yxyw0UnGig3MFdZklN5FI/qiT65T+jOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5+bqWiAYiAv6Jsf79/VUs4cIl+n6+WOjcgB/2l5TreoAV2717JzZbQIR0W1cl/dEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW/PhoawJDrGAP0JYWHgAVUByo/bGdiv2T2EMg8gsS14/rAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq+SCcTSx5NDtbFwNlh8VhjGGDu7JG5/TAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9+ogD8Kk/W7QoRN1UWPqM4+xdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c+4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS+o3F8YVVeikw13w+OEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX++7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9/O53DYi/5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD+P8sNh6e+XYHJXT/lkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp+pT0KYV5dGtknU64JhabdqcVQbG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yr6EIj+LzNj/mfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h/C/PkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn/pdpgHKNGrGIdkRK+KPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho+EIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA+q/j9m3LM/O7WJka4tSidVCjsvo2lQ/2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3/5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho/bcwQdeboqfQartuU3CsCf+cXkgYAqp/0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid/NIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A+TRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC+JE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW/WDHA60cYFaI/PjpzquUqdaYGcIq+mLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC+1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A+P/oFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E/vwOiKxRtCWsDM+eTHUrmwrCK5BIfMzGkD+0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3/kFutpQGNc3pCR7gvC4sgwbupDu3DyEN+W6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc+h1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0+bC5zgpGz7Io+mjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO/ENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn+3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif+pZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx/k3QgnAFSq27/2i4GEBA+UvTJKK/9eISNvG46Em5RZfjTYLdeD8kdXHyrwId/DQZUaMCY4gGbke2C8vfjgV/Y9kkRQOJIn/xM9INZSpiBnqX0Q9GlQPpPKAyO5y+W5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W/N6l54qOynCqD3DpWQ+mpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE+7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv/8lbTIkkYpqKM9VOhp65ktYk+Q46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI+ejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5+7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu+vtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY/iOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v+6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ/qDQK+bfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam+WpHG+0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3+J1eCBay8IYZ0wQRKGAqvCuZ/UgbQPyllosq+XtfKIZOzmeJqRazpmmoP/76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t/I4Jktu0XSgifO2ozFOiwd/0SssJDn0dn4xqk4GDTTKX73/wQyBLdqgJ+Wx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy/qqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh/wkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml/R4yrzow1Q2A5G+kzo/RhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj/UMMc34IBqTKLDTp76WzL/dMjCxK7MjhiGjeYAC/kj/jY/Rde7hpSM1xChrog6yZ7OWTuD56xBJnGFE+pT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G+9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36/dBySis4m9/DR8izaLJW6bWCkVgm5T+ius3ZXq4xI+GnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te/r4dPYMCl5qtiHNTn+TPbh1jCBHH+dMJNhwNgs3nT+OhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF+uRIWyXjQMAs2chdpaKPNaB+kSezYt0+CA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6/TzoA1/ZBG9bIUVHLAbi/kdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh+epgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF+zkJHIA7PwCDk1gGVmGUZSSoPhNf+Tklauz98QofOlCIQ/tCD4dosHYPqtPCXB3agggQQIqQJsSkB+qn0rkQ1toJjON/OtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU+TQ6NIw3ej+AtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb++W6Uk4q6F7/rg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK+EfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l+wM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l+DMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg+EWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb+Mw76Qy29iQ5up/X7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa/xnsMYcIO/vEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz/Chp/Vlpj2P7jJQmQRwGnltkTV5dbF9fE3/fxoSqTROgq9wFUlbuYzYcasE0ouzBo+dDCDzxKAfhbAZYxQiHrLzV2iVexnDX/QnT1fsT/xuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR+CtGdkPwYN2o7DOw/VGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO/f9Qua+pDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD/prQ84B1pVGkIpVUAHCG+iz3Bn3qm2AVrYcYWhock4jso5+J7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk+UILT7+VoX5mdxxA5fS42gISQVi/HTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8/6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk/wdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt+Su9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ/BfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk/gc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B//lHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO+CvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd/p1gi/07h8qfwHrByuSxglc9cI4QIg2oqvC/qm0i7tjPLTgDhoWTAKDO2ONW5oe+/eKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2/j4ODUwRkqrtBBCrDsDpt8jhZdXoy/1BCqw3sSGhgGGy0a5Jw6BP/TExoCmNFYjZl248A0osgPyGEmRA+fAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd/ocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE/EZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ/Ugd/JZQK8lvAm43uDRAbyW8gZ+ZGq0EVerVGUKUSm/Idn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ+QATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm+oOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724+zUQ7+vkCpZB+pGA562hYQiDxHVWOq0oDQl/QsoiY+cuI7iWq/ZIBtHcXJ7kks+h2fCNUPA82BzjnqktNts+RLdk1VSu+tqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy/44XYXdI5noQoRcvjZ1RMPACRqYg2V1+OwOepcOknRLLFdYgTkT5UApt/JhLM3jeFYprZV+Zow2g8fP+U68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr/A1SY9dXFz4RjzoU9ExfJCmx/I9FKEGT3n2cmzl2X42L3Jh+AbQq6sA+Ss1kitoa4TAYgKHaoybHUDJ51oETdeI/9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB+Un44zExFE4vLytcu5NwpWrUxO/0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL+BDqMyaN3RJPh/anbx+Iv+qgQdAa3M9Z5JmvYlh4qop+Ho1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs+gs37sFvi0PPVvA5dnCBgILTwoKd/+DoL9F6inlM7H4rOTzD79KJgKlZO/Zgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno+gBoKVXgIL/VI8dB1O5o/R3Suez/gD7M781ShjKpIIORM/nxG+jjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4/QftDbEn+AucIr1oxrLabRj9q4ae0+fXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd+eNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz/6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT+mAUmiYbV3YQVqFVp9dorv+TsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp+xJyYLv1OsxQCZwTB4a8BZ/5EdxTBJthApqyfd9u3ifr/WILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj/qn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9+W8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4/YtowhEmTs0vrvlD/CrisnoBNDAcUi/teY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O/4DcgV/dZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk+tgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb/n7qwhvGnrHuf5bX6Vh/n3xffU3PeHdR+FA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E+YbfL0adwNtHP7dT7t7b46DVZIkzaRJOM+S6KcrzYVg+T3wSRFRQashjfU18NutrKa/7PXbtuJvpIjbgPeqd+pjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir/8tNXJ/OsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG+FZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx/GdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD/Qi/EmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4/asthNMK5UQKCOhU97oaOYNGsTah+jfCKsZnTRn5TbhFX8ghg8CBYt/BjeYYYUrtUZ5jVij/op7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM+3SW6Opll/wgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy+QbSKVJcqkia+GvDefFwMOmgnD7h81TUtMn+mRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d/QK7Cr4uoCeOQ7/8JfKT77KiDzLImESHw/0wf73QeHu74hxv7uihi4fTX+XEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo/oVH5ww5OzLFsiTPDns7fS6EURSSWd/92BxMYQ8sBaH+j+wthQPdVgDGpTfi+JQIWMD8xKqULliRH01rTeyF8x8q/GBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE+/7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV/yTDRRP8Y2ww5RO6d2D94o+6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt+kqdae76ViWe3STan69yaF9+fESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw/A1zEdjWquIsQXXGIVEH0thC5M+W9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF+RVmI8L4HUYk4x+67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8/p5qIQrEo/H+1l/0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud+tJUfdaZ4CWNijzZtlRa8+CkmO/EwHYfPZFU/hzjFWH7vnzHRMo+aF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce/+/9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs/GWJS6SwEN/ULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e+G2zor8l+YaMxSEomDdLHGcD6YVQPegTaA74H8+V4WvJkFUrjMLGLlvSZQWvi8/QA7yzQ8GPno//5SJHRP/OqKObPCo81s/+6WgLqykYpGAgQZhVDEBPXWgU/WzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M+GWn6ASobIWC+LbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg/kpf3+CnAXKiMgIE8Jk/Mhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo+RJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B+SkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE+VMd3b1fhCynD0pQNhCG6/WCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp/YbHjo++7/Wj8S4YNa+ZdqAw1hDrKWFXv9+zaXpf8ZTDSbiqsxnwN/CzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m/NCW/HILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO+5EJ7Z6bCiRoPedRZ/P0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn/LvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl+11PoFYnNv2HwAODeNRkHj+8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij+bsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur/eWHjiB7SOVdqMAVmpBvfRiebsFjger7DC+8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l+kXRZ0KLZaGsFSIdQz/HXDxf3/TE30+DgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH+RptvRMVRaahu4cySjS3P5wxAUCPkmn+rhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik/zbrTQk5KmgxCg/f45L0jywebOWUYFJQAJia7XzCV0x89rpp/f3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl+5tfUWZNwBpEPXghzbBggYCw/dhy0ntds2yeHCDKkF/YxQjNIL/F/37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD+qNOhwMlfARQUdJ2tUX+MNJqOwIciWalZsmEjt07tfa8ma4cji9sqz+Q9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe+jGDiNJQLWnfx+drTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf/bkvo8PLVBsZl152y5S8+HRDfZIMCbYZ1WDp4yrdchOJw8k6R+/2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB+M4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5/iYp3ZdrCf7fL+en+sIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv+NRiJc8JAKqqgCA/PNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN/hCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj+bYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5/zBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8/i+jHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2+JrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk+Mz7wwstg6RFZb+TZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm/7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk+9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx+whVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC+XYuqMBMUun5YezKbRKmEPwuK+CLzijPEQgfhahQswBBLfg/GBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX+RCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk/4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug/AbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM+Zu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX/pcsfwXbLze2+D+u33OGBoJyAAL3jn3RuEcdp5If8O+a4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT++tm+haBCikRUUMrMhYKZJKYoVuv/bsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV/DMUxd9uFZmBfKXMCn/SqkWJyKPnT6lq+4zBZni6fYRByJn6OK+OgPBGRAJluwGSk4wxjOOzyce/PKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO/cEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm+bddRQu5F9s0XftGEJ9JSuSk+ZachCbdU45fEqbugzTIUokwoAKvpUQF/CvLbWW5BNQFqFkJg2f30E/48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J+1pT0tLkvFVZaNzfhs/Kd3+A9YsImlO4XK4vpCo/elHQi/9gkFg07xxnuXLt21unCIpDV+bbRxb7FC6nWYTsMFF8+1LUg4JFjVt3vqbuhHmDKbgQ4e+RGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB/KVijd1ARWkFEf3yiUw1v/WaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G+ZManTqDLPjyrOse7WiiwOJCG+J0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj/6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j/N46f+S2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb/0jQbaHJ2YRK8A+ls6WMhWmpCXYG5jqapGs5/eOJErxi2/2KWVHiPellTgh/fNl/2KYPKb7DUcAg+mCOPQFCiU9Mq/WLcU1xxC8aLePFZZlE+PCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh/nFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW+oKFLvpyvTBMM69tN1Ydwv1LIEhHsC+ueVG+w+kyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw+H/AuOx+aH+tBL88H57D0MsqyiZxhOEQkF/8DR1d2hSPMj/sNOa5rxcUnBgH8ictv2J+cb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd/PjMMtQfyDNZsOPd6XcAsnBE/mRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl/XPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG/VanIvcwycVA7+BE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP/MVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX/5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c/F1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J/5wkjpkre727p5PTRX5FGrSBIfJqhJE/IS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug+oRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U/5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7/BQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN+nA7pvF78/RII5ZHA09OAiE/66MF6HQ+qVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe+hXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz+JV/4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB+K3wBP/ineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q/9uocGsx41O4IZhViw/2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY/cQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE/om7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi/caHSM3FPRGRf7dB7YC+cD2ho6oL2zGDCkjlf/DFoQVl8GS/56wur3rdV6ggtzZW60MRB3g+U1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg/gBQIZMG/YcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK/G7F3mUc3GOAKqh60zM0v34v+ELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND+/GTk6M56Ig4yMsU6LUW1EWE+fIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP/IoRIZ/F6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg/RrPD/d3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl+Mu4xf0ezqeXD2PtPDnwMPo86sbwDV+9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD/OwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d/UfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH+14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC+OA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6+vAUUBoGhY3CT2tgwehdPqU/4Q7ZLYvhRl/ogOvR9O2+wkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn/dFSWBWzQ/VYk+Gezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n/yJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET/Hh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j+DXfpi12m1RbzYLg9J2wFergEwOxFyD0/JstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT/cUP6pE/mujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB+HEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu+vqQ02+KpJBjaLt9ye1Ab+BbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC+UwkXOoAjneU/xHplMQo2cXUlrVNqJYczgYlaOEczVCs/OCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38+xsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9+b8fH6+b8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj/0Q7PFUcC8hDrxESWdfgFRm+7vvWbkEppHB4T/1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y+g3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR/Rrs/JLKXgEx+qkmeDlFOD1/yTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW+xz+5FElFxWB28VjYIGZ0Yd+5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ+lT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ+2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1+JpI9psyNYIFuJogZa0/1AhOWdlHQxdAgbwacsHqPZo8u/ngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2+RdM+MAaYaZ0Y/ADkbNCZuAyAVQa2OcXOeICmDn9Q/eFkDeFQg5MgHEDXq/tVjj+jtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2/Bc0UxvseQCO2pQ2i+Krfhu/WeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt/U0Wf+phiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7+ExseJauyqo30hs+1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j/e1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la/QCTiVelFnU6O/GCvykqS/wZJDhKN9gBtSOp/1SP5VRgJcoVj+kmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn+8p6+vBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H+gDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D/GvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P+jAgN5TB3haSifDcApp6yymEi6Ij/GsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x/pChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11/yxyw0UnGig3MFdZklN5FI/qiT65T+jOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5+bqWiAYiAv6Jsf79/VUs4cIl+n6+WOjcgB/2l5TreoAV2717JzZbQIR0W1cl/dEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW/PhoawJDrGAP0JYWHgAVUByo/bGdiv2T2EMg8gsS14/rAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq+SCcTSx5NDtbFwNlh8VhjGGDu7JG5/TAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9+ogD8Kk/W7QoRN1UWPqM4+xdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c+4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS+o3F8YVVeikw13w+OEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX++7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9/O53DYi/5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD+P8sNh6e+XYHJXT/lkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp+pT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS/2ToPjqkaq62/7WFG8advGlRRqxB9diP07JrXowKR9tpRa+jGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq+nsp3YMuXt/GkXxLx/P6+ZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar+gMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud+YlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl/zh575R5rsrmRnKAzq4POFdgbYBuEviM4+LVC15ssLNFghbTtHWerS1hDt5s4qkLUha/qpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI+yjEldJfSo4y0QhG4i4IwkRFGcjWY8+EzgYYJUK7BXQksLxAww/YYWBMhJILB9e8ePEJ4OP7z+4/wOQDl64iOYDp26DaONPxpKtBxq/aTzRGarm3VkPYTLJKx6Z/Mw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ+lPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k/UuGkNpP1DBI5ch/EehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv+J41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI+HYexTUevLUeta4/DqKrbMVS+Yqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ++KkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9/Wx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k/90B8+yRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB/mQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go/n6j0cS+a2gEU8gIHJ+BwfgZX4GL+Bd/gW34FZ+BS/gUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh/F062yJ7AAAAEDAWAAABWhJ+KPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg) 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e("body").append(s),t=a.offsetWidth,s.css("overflow","scroll"),i=a.offsetWidth,t===i&&(i=s[0].clientWidth),s.remove(),n=t-i},getScrollInfo:function(t){var i=t.isWindow||t.isDocument?"":t.element.css("overflow-x"),s=t.isWindow||t.isDocument?"":t.element.css("overflow-y"),n="scroll"===i||"auto"===i&&t.width<t.element[0].scrollWidth,a="scroll"===s||"auto"===s&&t.height<t.element[0].scrollHeight;return{width:a?e.position.scrollbarWidth():0,height:n?e.position.scrollbarWidth():0}},getWithinInfo:function(t){var i=e(t||window),s=e.isWindow(i[0]),n=!!i[0]&&9===i[0].nodeType;return{element:i,isWindow:s,isDocument:n,offset:i.offset()||{left:0,top:0},scrollLeft:i.scrollLeft(),scrollTop:i.scrollTop(),width:s||n?i.width():i.outerWidth(),height:s||n?i.height():i.outerHeight()}}},e.fn.position=function(n){if(!n||!n.of)return f.apply(this,arguments);n=e.extend({},n);var p,m,g,v,y,b,_=e(n.of),x=e.position.getWithinInfo(n.within),w=e.position.getScrollInfo(x),k=(n.collision||"flip").split(" "),T={};return b=s(_),_[0].preventDefault&&(n.at="left top"),m=b.width,g=b.height,v=b.offset,y=e.extend({},v),e.each(["my","at"],function(){var e,t,i=(n[this]||"").split(" ");1===i.length&&(i=l.test(i[0])?i.concat(["center"]):u.test(i[0])?["center"].concat(i):["center","center"]),i[0]=l.test(i[0])?i[0]:"center",i[1]=u.test(i[1])?i[1]:"center",e=d.exec(i[0]),t=d.exec(i[1]),T[this]=[e?e[0]:0,t?t[0]:0],n[this]=[c.exec(i[0])[0],c.exec(i[1])[0]]}),1===k.length&&(k[1]=k[0]),"right"===n.at[0]?y.left+=m:"center"===n.at[0]&&(y.left+=m/2),"bottom"===n.at[1]?y.top+=g:"center"===n.at[1]&&(y.top+=g/2),p=t(T.at,m,g),y.left+=p[0],y.top+=p[1],this.each(function(){var s,l,u=e(this),d=u.outerWidth(),c=u.outerHeight(),f=i(this,"marginLeft"),b=i(this,"marginTop"),D=d+f+i(this,"marginRight")+w.width,S=c+b+i(this,"marginBottom")+w.height,N=e.extend({},y),M=t(T.my,u.outerWidth(),u.outerHeight());"right"===n.my[0]?N.left-=d:"center"===n.my[0]&&(N.left-=d/2),"bottom"===n.my[1]?N.top-=c:"center"===n.my[1]&&(N.top-=c/2),N.left+=M[0],N.top+=M[1],a||(N.left=h(N.left),N.top=h(N.top)),s={marginLeft:f,marginTop:b},e.each(["left","top"],function(t,i){e.ui.position[k[t]]&&e.ui.position[k[t]][i](N,{targetWidth:m,targetHeight:g,elemWidth:d,elemHeight:c,collisionPosition:s,collisionWidth:D,collisionHeight:S,offset:[p[0]+M[0],p[1]+M[1]],my:n.my,at:n.at,within:x,elem:u})}),n.using&&(l=function(e){var t=v.left-N.left,i=t+m-d,s=v.top-N.top,a=s+g-c,h={target:{element:_,left:v.left,top:v.top,width:m,height:g},element:{element:u,left:N.left,top:N.top,width:d,height:c},horizontal:0>i?"left":t>0?"right":"center",vertical:0>a?"top":s>0?"bottom":"middle"};d>m&&m>r(t+i)&&(h.horizontal="center"),c>g&&g>r(s+a)&&(h.vertical="middle"),h.important=o(r(t),r(i))>o(r(s),r(a))?"horizontal":"vertical",n.using.call(this,e,h)}),u.offset(e.extend(N,{using:l}))})},e.ui.position={fit:{left:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollLeft:s.offset.left,a=s.width,r=e.left-t.collisionPosition.marginLeft,h=n-r,l=r+t.collisionWidth-a-n;t.collisionWidth>a?h>0&&0>=l?(i=e.left+h+t.collisionWidth-a-n,e.left+=h-i):e.left=l>0&&0>=h?n:h>l?n+a-t.collisionWidth:n:h>0?e.left+=h:l>0?e.left-=l:e.left=o(e.left-r,e.left)},top:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollTop:s.offset.top,a=t.within.height,r=e.top-t.collisionPosition.marginTop,h=n-r,l=r+t.collisionHeight-a-n;t.collisionHeight>a?h>0&&0>=l?(i=e.top+h+t.collisionHeight-a-n,e.top+=h-i):e.top=l>0&&0>=h?n:h>l?n+a-t.collisionHeight:n:h>0?e.top+=h:l>0?e.top-=l:e.top=o(e.top-r,e.top)}},flip:{left:function(e,t){var i,s,n=t.within,a=n.offset.left+n.scrollLeft,o=n.width,h=n.isWindow?n.scrollLeft:n.offset.left,l=e.left-t.collisionPosition.marginLeft,u=l-h,d=l+t.collisionWidth-o-h,c="left"===t.my[0]?-t.elemWidth:"right"===t.my[0]?t.elemWidth:0,p="left"===t.at[0]?t.targetWidth:"right"===t.at[0]?-t.targetWidth:0,f=-2*t.offset[0];0>u?(i=e.left+c+p+f+t.collisionWidth-o-a,(0>i||r(u)>i)&&(e.left+=c+p+f)):d>0&&(s=e.left-t.collisionPosition.marginLeft+c+p+f-h,(s>0||d>r(s))&&(e.left+=c+p+f))},top:function(e,t){var i,s,n=t.within,a=n.offset.top+n.scrollTop,o=n.height,h=n.isWindow?n.scrollTop:n.offset.top,l=e.top-t.collisionPosition.marginTop,u=l-h,d=l+t.collisionHeight-o-h,c="top"===t.my[1],p=c?-t.elemHeight:"bottom"===t.my[1]?t.elemHeight:0,f="top"===t.at[1]?t.targetHeight:"bottom"===t.at[1]?-t.targetHeight:0,m=-2*t.offset[1];0>u?(s=e.top+p+f+m+t.collisionHeight-o-a,(0>s||r(u)>s)&&(e.top+=p+f+m)):d>0&&(i=e.top-t.collisionPosition.marginTop+p+f+m-h,(i>0||d>r(i))&&(e.top+=p+f+m))}},flipfit:{left:function(){e.ui.position.flip.left.apply(this,arguments),e.ui.position.fit.left.apply(this,arguments)},top:function(){e.ui.position.flip.top.apply(this,arguments),e.ui.position.fit.top.apply(this,arguments)}}},function(){var t,i,s,n,o,r=document.getElementsByTagName("body")[0],h=document.createElement("div");t=document.createElement(r?"div":"body"),s={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},r&&e.extend(s,{position:"absolute",left:"-1000px",top:"-1000px"});for(o in s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n
+})),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return e(this).droppable("instance").options.scope===n}),a.length&&(s=e(a[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(t,i){t.element.parentsUntil("body").unbind("scroll.droppable"),t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)}},e.ui.droppable,e.widget("ui.resizable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(e){return parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1;
+i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td>&#160;</td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var t,i=this.options,s=i.heightStyle,n=this.element.parent();this.active=this._findActive(i.active).addClass("ui-accordion-header-active ui-state-active ui-corner-top").removeClass("ui-corner-all"),this.active.next().addClass("ui-accordion-content-active").show(),this.headers.attr("role","tab").each(function(){var t=e(this),i=t.uniqueId().attr("id"),s=t.next(),n=s.uniqueId().attr("id");t.attr("aria-controls",n),s.attr("aria-labelledby",i)}).next().attr("role","tabpanel"),this.headers.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}).next().attr({"aria-hidden":"true"}).hide(),this.active.length?this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}).next().attr({"aria-hidden":"false"}):this.headers.eq(0).attr("tabIndex",0),this._createIcons(),this._setupEvents(i.event),"fill"===s?(t=n.height(),this.element.siblings(":visible").each(function(){var i=e(this),s=i.css("position");"absolute"!==s&&"fixed"!==s&&(t-=i.outerHeight(!0))}),this.headers.each(function(){t-=e(this).outerHeight(!0)}),this.headers.next().each(function(){e(this).height(Math.max(0,t-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===s&&(t=0,this.headers.next().each(function(){t=Math.max(t,e(this).css("height","").height())}).height(t))},_activate:function(t){var i=this._findActive(t)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):e()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&e.each(t.split(" "),function(e,t){i[t]="_eventHandler"}),this._off(this.headers.add(this.headers.next())),this._on(this.headers,i),this._on(this.headers.next(),{keydown:"_panelKeyDown"}),this._hoverable(this.headers),this._focusable(this.headers)},_eventHandler:function(t){var i=this.options,s=this.active,n=e(t.currentTarget),a=n[0]===s[0],o=a&&i.collapsible,r=o?e():n.next(),h=s.next(),l={oldHeader:s,oldPanel:h,newHeader:o?e():n,newPanel:r};
+t.preventDefault(),a&&!i.collapsible||this._trigger("beforeActivate",t,l)===!1||(i.active=o?!1:this.headers.index(n),this.active=a?e():n,this._toggle(l),s.removeClass("ui-accordion-header-active ui-state-active"),i.icons&&s.children(".ui-accordion-header-icon").removeClass(i.icons.activeHeader).addClass(i.icons.header),a||(n.removeClass("ui-corner-all").addClass("ui-accordion-header-active ui-state-active ui-corner-top"),i.icons&&n.children(".ui-accordion-header-icon").removeClass(i.icons.header).addClass(i.icons.activeHeader),n.next().addClass("ui-accordion-content-active")))},_toggle:function(t){var i=t.newPanel,s=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=s,this.options.animate?this._animate(i,s,t):(s.hide(),i.show(),this._toggleComplete(t)),s.attr({"aria-hidden":"true"}),s.prev().attr({"aria-selected":"false","aria-expanded":"false"}),i.length&&s.length?s.prev().attr({tabIndex:-1,"aria-expanded":"false"}):i.length&&this.headers.filter(function(){return 0===parseInt(e(this).attr("tabIndex"),10)}).attr("tabIndex",-1),i.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(e,t,i){var s,n,a,o=this,r=0,h=e.css("box-sizing"),l=e.length&&(!t.length||e.index()<t.index()),u=this.options.animate||{},d=l&&u.down||u,c=function(){o._toggleComplete(i)};return"number"==typeof d&&(a=d),"string"==typeof d&&(n=d),n=n||d.easing||u.easing,a=a||d.duration||u.duration,t.length?e.length?(s=e.show().outerHeight(),t.animate(this.hideProps,{duration:a,easing:n,step:function(e,t){t.now=Math.round(e)}}),e.hide().animate(this.showProps,{duration:a,easing:n,complete:c,step:function(e,i){i.now=Math.round(e),"height"!==i.prop?"content-box"===h&&(r+=i.now):"content"!==o.options.heightStyle&&(i.now=Math.round(s-t.outerHeight()-r),r=0)}}),void 0):t.animate(this.hideProps,a,n,c):e.animate(this.showProps,a,n,c)},_toggleComplete:function(e){var t=e.oldPanel;t.removeClass("ui-accordion-content-active").prev().removeClass("ui-corner-top").addClass("ui-corner-all"),t.length&&(t.parent()[0].className=t.parent()[0].className),this._trigger("activate",null,e)}}),e.widget("ui.menu",{version:"1.11.4",defaultElement:"<ul>",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},items:"> *",menus:"ul",position:{my:"left-1 top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}),this.options.disabled&&this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item":function(e){e.preventDefault()},"click .ui-menu-item":function(t){var i=e(t.target);!this.mouseHandled&&i.not(".ui-state-disabled").length&&(this.select(t),t.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(t):!this.element.is(":focus")&&e(this.document[0].activeElement).closest(".ui-menu").length&&(this.element.trigger("focus",[!0]),this.active&&1===this.active.parents(".ui-menu").length&&clearTimeout(this.timer)))},"mouseenter .ui-menu-item":function(t){if(!this.previousFilter){var i=e(t.currentTarget);i.siblings(".ui-state-active").removeClass("ui-state-active"),this.focus(t,i)}},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(e,t){var i=this.active||this.element.find(this.options.items).eq(0);t||this.focus(e,i)},blur:function(t){this._delay(function(){e.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(t)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){this._closeOnDocumentClick(e)&&this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-menu-icons ui-front").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").removeUniqueId().removeClass("ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var t=e(this);t.data("ui-menu-submenu-carat")&&t.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(t){var i,s,n,a,o=!0;switch(t.keyCode){case e.ui.keyCode.PAGE_UP:this.previousPage(t);break;case e.ui.keyCode.PAGE_DOWN:this.nextPage(t);break;case e.ui.keyCode.HOME:this._move("first","first",t);break;case e.ui.keyCode.END:this._move("last","last",t);break;case e.ui.keyCode.UP:this.previous(t);break;case e.ui.keyCode.DOWN:this.next(t);break;case e.ui.keyCode.LEFT:this.collapse(t);break;case e.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case e.ui.keyCode.ENTER:case e.ui.keyCode.SPACE:this._activate(t);break;case e.ui.keyCode.ESCAPE:this.collapse(t);break;default:o=!1,s=this.previousFilter||"",n=String.fromCharCode(t.keyCode),a=!1,clearTimeout(this.filterTimer),n===s?a=!0:n=s+n,i=this._filterMenuItems(n),i=a&&-1!==i.index(this.active.next())?this.active.nextAll(".ui-menu-item"):i,i.length||(n=String.fromCharCode(t.keyCode),i=this._filterMenuItems(n)),i.length?(this.focus(t,i),this.previousFilter=n,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}o&&t.preventDefault()},_activate:function(e){this.active.is(".ui-state-disabled")||(this.active.is("[aria-haspopup='true']")?this.expand(e):this.select(e))},refresh:function(){var t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, .ui-menu-divider").addClass("ui-menu-item").uniqueId().attr({tabIndex:-1,role:this._itemRole()}),i.filter(".ui-state-disabled").attr("aria-disabled","true"),this.active&&!e.contains(this.element[0],this.active[0])&&this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(e,t){"icons"===e&&this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(t.submenu),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},focus:function(e,t){var i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=e(this),0>i.offset().top-s-n}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(t),void 0)},previousPage:function(t){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=e(this),i.offset().top-s+n>0}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items).first())),void 0):(this.next(t),void 0)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||e(t.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,i)},_filterMenuItems:function(t){var i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case a.PAGE_UP:t=!0,this._move("previousPage",n);break;case a.PAGE_DOWN:t=!0,this._move("nextPage",n);break;case a.UP:t=!0,this._keyEvent("previous",n);break;case a.DOWN:t=!0,this._keyEvent("next",n);break;case a.ENTER:this.menu.active&&(t=!0,n.preventDefault(),this.menu.select(n));break;case a.TAB:this.menu.active&&this.menu.select(n);break;case a.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(n),n.preventDefault());break;default:i=!0,this._searchTimeout(n)}},keypress:function(s){if(t)return t=!1,(!this.isMultiLine||this.menu.element.is(":visible"))&&s.preventDefault(),void 0;if(!i){var n=e.ui.keyCode;switch(s.keyCode){case n.PAGE_UP:this._move("previousPage",s);break;case n.PAGE_DOWN:this._move("nextPage",s);break;case n.UP:this._keyEvent("previous",s);break;case n.DOWN:this._keyEvent("next",s)}}},input:function(e){return s?(s=!1,e.preventDefault(),void 0):(this._searchTimeout(e),void 0)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(clearTimeout(this.searching),this.close(e),this._change(e),void 0)}}),this._initSource(),this.menu=e("<ul>").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().menu("instance"),this._on(this.menu.element,{mousedown:function(t){t.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];e(t.target).closest(".ui-menu-item").length||this._delay(function(){var t=this;this.document.one("mousedown",function(s){s.target===t.element[0]||s.target===i||e.contains(i,s.target)||t.close()})})},menufocus:function(t,i){var s,n;return this.isNewMenu&&(this.isNewMenu=!1,t.originalEvent&&/^mouse/.test(t.originalEvent.type))?(this.menu.blur(),this.document.one("mousemove",function(){e(t.target).trigger(t.originalEvent)}),void 0):(n=i.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:n})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(n.value),s=i.item.attr("aria-label")||n.value,s&&e.trim(s).length&&(this.liveRegion.children().hide(),e("<div>").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,t){var i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return e=null!=e?e:this._value(),this.term=this._value(),e.length<this.options.minLength?this.close(t):this._trigger("search",t)!==!1?this._search(e):void 0},_search:function(e){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:e},this._response())},_response:function(){var t=++this.requestIndex;return e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html("&#160;"),e.text(this.options.title)
+},_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=e(this);return e("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html("&#160;")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var n=e(s),a=n.parent("optgroup");i.push({element:n,index:t,value:n.val(),label:n.text(),optgroup:a.attr("label")||"",disabled:a.prop("disabled")||n.prop("disabled")})}),this.items=i},_destroy:function(){this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.label.attr("for",this.ids.element)}}),e.widget("ui.slider",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"slide",options:{animate:!1,distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"),this._refresh(),this._setOption("disabled",this.options.disabled),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,i,s=this.options,n=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),a="<span class='ui-slider-handle ui-state-default ui-corner-all' tabindex='0'></span>",o=[];for(i=s.values&&s.values.length||1,n.length>i&&(n.slice(i).remove(),n=n.slice(0,i)),t=n.length;i>t;t++)o.push(a);this.handles=n.add(e(o.join("")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(t){e(this).data("ui-slider-handle-index",t)})},_createRange:function(){var t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.range?" ui-slider-range-"+t.range:""))):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal 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class='ui-effects-transfer'></div>").appendTo(document.body).addClass(t.className).css({top:d.top-r,left:d.left-h,height:s.innerHeight(),width:s.innerWidth(),position:a?"fixed":"absolute"}).animate(u,t.duration,t.easing,function(){c.remove(),i()})}});</script>
+<style type="text/css">
+
+.tocify {
+width: 20%;
+max-height: 90%;
+overflow: auto;
+margin-left: 2%;
+position: fixed;
+border: 1px solid #ccc;
+border-radius: 6px;
+}
+
+.tocify ul, .tocify li {
+list-style: none;
+margin: 0;
+padding: 0;
+border: none;
+line-height: 30px;
+}
+
+.tocify-header {
+text-indent: 10px;
+}
+
+.tocify-subheader {
+text-indent: 20px;
+display: none;
+}
+
+.tocify-subheader li {
+font-size: 12px;
+}
+
+.tocify-subheader .tocify-subheader {
+text-indent: 30px;
+}
+.tocify-subheader .tocify-subheader .tocify-subheader {
+text-indent: 40px;
+}
+.tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
+text-indent: 50px;
+}
+.tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
+text-indent: 60px;
+}
+
+.tocify .tocify-item > a, .tocify .nav-list .nav-header {
+margin: 0px;
+}
+
+.tocify .tocify-item a, .tocify .list-group-item {
+padding: 5px;
+}
+.tocify .nav-pills > li {
+float: none;
+}
+
+
+</style>
+<script>/* jquery Tocify - v1.9.1 - 2013-10-22
+ * http://www.gregfranko.com/jquery.tocify.js/
+ * Copyright (c) 2013 Greg Franko; Licensed MIT */
+
+// Immediately-Invoked Function Expression (IIFE) [Ben Alman Blog Post](http://benalman.com/news/2010/11/immediately-invoked-function-expression/) that calls another IIFE that contains all of the plugin logic.  I used this pattern so that anyone viewing this code would not have to scroll to the bottom of the page to view the local parameters that were passed to the main IIFE.
+(function(tocify) {
+
+    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
+    "use strict";
+
+    // Calls the second IIFE and locally passes in the global jQuery, window, and document objects
+    tocify(window.jQuery, window, document);
+
+  }
+
+  // Locally passes in `jQuery`, the `window` object, the `document` object, and an `undefined` variable.  The `jQuery`, `window` and `document` objects are passed in locally, to improve performance, since javascript first searches for a variable match within the local variables set before searching the global variables set.  All of the global variables are also passed in locally to be minifier friendly. `undefined` can be passed in locally, because it is not a reserved word in JavaScript.
+  (function($, window, document, undefined) {
+
+    // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
+    "use strict";
+
+    var tocClassName = "tocify",
+      tocClass = "." + tocClassName,
+      tocFocusClassName = "tocify-focus",
+      tocHoverClassName = "tocify-hover",
+      hideTocClassName = "tocify-hide",
+      hideTocClass = "." + hideTocClassName,
+      headerClassName = "tocify-header",
+      headerClass = "." + headerClassName,
+      subheaderClassName = "tocify-subheader",
+      subheaderClass = "." + subheaderClassName,
+      itemClassName = "tocify-item",
+      itemClass = "." + itemClassName,
+      extendPageClassName = "tocify-extend-page",
+      extendPageClass = "." + extendPageClassName;
+
+    // Calling the jQueryUI Widget Factory Method
+    $.widget("toc.tocify", {
+
+      //Plugin version
+      version: "1.9.1",
+
+      // These options will be used as defaults
+      options: {
+
+        // **context**: Accepts String: Any jQuery selector
+        // The container element that holds all of the elements used to generate the table of contents
+        context: "body",
+
+        // **ignoreSelector**: Accepts String: Any jQuery selector
+        // A selector to any element that would be matched by selectors that you wish to be ignored
+        ignoreSelector: null,
+
+        // **selectors**: Accepts an Array of Strings: Any jQuery selectors
+        // The element's used to generate the table of contents.  The order is very important since it will determine the table of content's nesting structure
+        selectors: "h1, h2, h3",
+
+        // **showAndHide**: Accepts a boolean: true or false
+        // Used to determine if elements should be shown and hidden
+        showAndHide: true,
+
+        // **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
+        // Used to display any of the table of contents nested items
+        showEffect: "slideDown",
+
+        // **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
+        // The time duration of the show animation
+        showEffectSpeed: "medium",
+
+        // **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
+        // Used to hide any of the table of contents nested items
+        hideEffect: "slideUp",
+
+        // **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
+        // The time duration of the hide animation
+        hideEffectSpeed: "medium",
+
+        // **smoothScroll**: Accepts a boolean: true or false
+        // Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
+        smoothScroll: true,
+
+        // **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
+        // The time duration of the smoothScroll animation
+        smoothScrollSpeed: "medium",
+
+        // **scrollTo**: Accepts Number (pixels)
+        // The amount of space between the top of page and the selected table of contents item after the page has been scrolled
+        scrollTo: 0,
+
+        // **showAndHideOnScroll**: Accepts a boolean: true or false
+        // Determines if table of contents nested items should be shown and hidden while scrolling
+        showAndHideOnScroll: true,
+
+        // **highlightOnScroll**: Accepts a boolean: true or false
+        // Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
+        highlightOnScroll: true,
+
+        // **highlightOffset**: Accepts a number
+        // The offset distance in pixels to trigger the next active table of contents item
+        highlightOffset: 40,
+
+        // **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
+        // Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
+        theme: "bootstrap",
+
+        // **extendPage**: Accepts a boolean: true or false
+        // If a user scrolls to the bottom of the page and the page is not tall enough to scroll to the last table of contents item, then the page height is increased
+        extendPage: true,
+
+        // **extendPageOffset**: Accepts a number: pixels
+        // How close to the bottom of the page a user must scroll before the page is extended
+        extendPageOffset: 100,
+
+        // **history**: Accepts a boolean: true or false
+        // Adds a hash to the page url to maintain history
+        history: true,
+
+        // **scrollHistory**: Accepts a boolean: true or false
+        // Adds a hash to the page url, to maintain history, when scrolling to a TOC item
+        scrollHistory: false,
+
+        // **hashGenerator**: How the hash value (the anchor segment of the URL, following the
+        // # character) will be generated.
+        //
+        // "compact" (default) - #CompressesEverythingTogether
+        // "pretty" - #looks-like-a-nice-url-and-is-easily-readable
+        // function(text, element){} - Your own hash generation function that accepts the text as an
+        // argument, and returns the hash value.
+        hashGenerator: "compact",
+
+        // **highlightDefault**: Accepts a boolean: true or false
+        // Set's the first TOC item as active if no other TOC item is active.
+        highlightDefault: true
+
+      },
+
+      // _Create
+      // -------
+      //      Constructs the plugin.  Only called once.
+      _create: function() {
+
+        var self = this;
+
+        self.extendPageScroll = true;
+
+        // Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
+        self.items = [];
+
+        // Generates the HTML for the dynamic table of contents
+        self._generateToc();
+
+        // Adds CSS classes to the newly generated table of contents HTML
+        self._addCSSClasses();
+
+        self.webkit = (function() {
+
+          for (var prop in window) {
+
+            if (prop) {
+
+              if (prop.toLowerCase().indexOf("webkit") !== -1) {
+
+                return true;
+
+              }
+
+            }
+
+          }
+
+          return false;
+
+        }());
+
+        // Adds jQuery event handlers to the newly generated table of contents
+        self._setEventHandlers();
+
+        // Binding to the Window load event to make sure the correct scrollTop is calculated
+        $(window).load(function() {
+
+          // Sets the active TOC item
+          self._setActiveElement(true);
+
+          // Once all animations on the page are complete, this callback function will be called
+          $("html, body").promise().done(function() {
+
+            setTimeout(function() {
+
+              self.extendPageScroll = false;
+
+            }, 0);
+
+          });
+
+        });
+
+      },
+
+      // _generateToc
+      // ------------
+      //      Generates the HTML for the dynamic table of contents
+      _generateToc: function() {
+
+        // _Local variables_
+
+        // Stores the plugin context in the self variable
+        var self = this,
+
+          // All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
+          firstElem,
+
+          // Instantiated variable that will store the top level newly created unordered list DOM element
+          ul,
+          ignoreSelector = self.options.ignoreSelector;
+
+
+        // Determine the element to start the toc with
+        // get all the top level selectors
+        firstElem = [];
+        var selectors = this.options.selectors.replace(/ /g, "").split(",");
+        // find the first set that have at least one non-ignored element
+        for(var i = 0; i < selectors.length; i++) {
+          var foundSelectors = $(this.options.context).find(selectors[i]);
+          for (var s = 0; s < foundSelectors.length; s++) {
+            if (!$(foundSelectors[s]).is(ignoreSelector)) {
+              firstElem = foundSelectors;
+              break;
+            }
+          }
+          if (firstElem.length> 0)
+            break;
+        }
+
+        if (!firstElem.length) {
+
+          self.element.addClass(hideTocClassName);
+
+          return;
+
+        }
+
+        self.element.addClass(tocClassName);
+
+        // Loops through each top level selector
+        firstElem.each(function(index) {
+
+          //If the element matches the ignoreSelector then we skip it
+          if ($(this).is(ignoreSelector)) {
+            return;
+          }
+
+          // Creates an unordered list HTML element and adds a dynamic ID and standard class name
+          ul = $("<ul/>", {
+            "id": headerClassName + index,
+            "class": headerClassName
+          }).
+
+          // Appends a top level list item HTML element to the previously created HTML header
+          append(self._nestElements($(this), index));
+
+          // Add the created unordered list element to the HTML element calling the plugin
+          self.element.append(ul);
+
+          // Finds all of the HTML tags between the header and subheader elements
+          $(this).nextUntil(this.nodeName.toLowerCase()).each(function() {
+
+            // If there are no nested subheader elemements
+            if ($(this).find(self.options.selectors).length === 0) {
+
+              // Loops through all of the subheader elements
+              $(this).filter(self.options.selectors).each(function() {
+
+                //If the element matches the ignoreSelector then we skip it
+                if ($(this).is(ignoreSelector)) {
+                  return;
+                }
+
+                self._appendSubheaders.call(this, self, ul);
+
+              });
+
+            }
+
+            // If there are nested subheader elements
+            else {
+
+              // Loops through all of the subheader elements
+              $(this).find(self.options.selectors).each(function() {
+
+                //If the element matches the ignoreSelector then we skip it
+                if ($(this).is(ignoreSelector)) {
+                  return;
+                }
+
+                self._appendSubheaders.call(this, self, ul);
+
+              });
+
+            }
+
+          });
+
+        });
+
+      },
+
+      _setActiveElement: function(pageload) {
+
+        var self = this,
+
+          hash = window.location.hash.substring(1),
+
+          elem = self.element.find('li[data-unique="' + hash + '"]');
+
+        if (hash.length) {
+
+          // Removes highlighting from all of the list item's
+          self.element.find("." + self.focusClass).removeClass(self.focusClass);
+
+          // Highlights the current list item that was clicked
+          elem.addClass(self.focusClass);
+
+          // Triggers the click event on the currently focused TOC item
+          elem.click();
+
+        } else {
+
+          // Removes highlighting from all of the list item's
+          self.element.find("." + self.focusClass).removeClass(self.focusClass);
+
+          if (!hash.length && pageload && self.options.highlightDefault) {
+
+            // Highlights the first TOC item if no other items are highlighted
+            self.element.find(itemClass).first().addClass(self.focusClass);
+
+          }
+
+        }
+
+        return self;
+
+      },
+
+      // _nestElements
+      // -------------
+      //      Helps create the table of contents list by appending nested list items
+      _nestElements: function(self, index) {
+
+        var arr, item, hashValue;
+
+        arr = $.grep(this.items, function(item) {
+
+          return item === self.text();
+
+        });
+
+        // If there is already a duplicate TOC item
+        if (arr.length) {
+
+          // Adds the current TOC item text and index (for slight randomization) to the internal array
+          this.items.push(self.text() + index);
+
+        }
+
+        // If there not a duplicate TOC item
+        else {
+
+          // Adds the current TOC item text to the internal array
+          this.items.push(self.text());
+
+        }
+
+        hashValue = this._generateHashValue(arr, self, index);
+
+        // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
+        item = $("<li/>", {
+
+          // Sets a common class name to the list item
+          "class": itemClassName,
+
+          "data-unique": hashValue
+
+        });
+
+        if (this.options.theme !== "bootstrap3") {
+
+          item.append($("<a/>", {
+
+            "html": self.html()
+
+          }));
+
+        } else {
+
+          item.html(self.html());
+
+        }
+
+        // Adds an HTML anchor tag before the currently traversed HTML element
+        self.before($("<div/>", {
+
+          // Sets a name attribute on the anchor tag to the text of the currently traversed HTML element (also making sure that all whitespace is replaced with an underscore)
+          "name": hashValue,
+
+          "data-unique": hashValue
+
+        }));
+
+        return item;
+
+      },
+
+      // _generateHashValue
+      // ------------------
+      //      Generates the hash value that will be used to refer to each item.
+      _generateHashValue: function(arr, self, index) {
+
+        var hashValue = "",
+          hashGeneratorOption = this.options.hashGenerator;
+
+        if (hashGeneratorOption === "pretty") {
+
+          // prettify the text
+          hashValue = self.text().toLowerCase().replace(/\s/g, "-");
+
+          // fix double hyphens
+          while (hashValue.indexOf("--") > -1) {
+            hashValue = hashValue.replace(/--/g, "-");
+          }
+
+          // fix colon-space instances
+          while (hashValue.indexOf(":-") > -1) {
+            hashValue = hashValue.replace(/:-/g, "-");
+          }
+
+        } else if (typeof hashGeneratorOption === "function") {
+
+          // call the function
+          hashValue = hashGeneratorOption(self.text(), self);
+
+        } else {
+
+          // compact - the default
+          hashValue = self.text().replace(/\s/g, "");
+
+        }
+
+        // add the index if we need to
+        if (arr.length) {
+          hashValue += "" + index;
+        }
+
+        // return the value
+        return hashValue;
+
+      },
+
+      // _appendElements
+      // ---------------
+      //      Helps create the table of contents list by appending subheader elements
+
+      _appendSubheaders: function(self, ul) {
+
+        // The current element index
+        var index = $(this).index(self.options.selectors),
+
+          // Finds the previous header DOM element
+          previousHeader = $(self.options.selectors).eq(index - 1),
+
+          currentTagName = +$(this).prop("tagName").charAt(1),
+
+          previousTagName = +previousHeader.prop("tagName").charAt(1),
+
+          lastSubheader;
+
+        // If the current header DOM element is smaller than the previous header DOM element or the first subheader
+        if (currentTagName < previousTagName) {
+
+          // Selects the last unordered list HTML found within the HTML element calling the plugin
+          self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));
+
+        }
+
+        // If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
+        else if (currentTagName === previousTagName) {
+
+          ul.find(itemClass).last().after(self._nestElements($(this), index));
+
+        } else {
+
+          // Selects the last unordered list HTML found within the HTML element calling the plugin
+          ul.find(itemClass).last().
+
+          // Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
+          after($("<ul/>", {
+
+            "class": subheaderClassName,
+
+            "data-tag": currentTagName
+
+          })).next(subheaderClass).
+
+          // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
+          append(self._nestElements($(this), index));
+        }
+
+      },
+
+      // _setEventHandlers
+      // ----------------
+      //      Adds jQuery event handlers to the newly generated table of contents
+      _setEventHandlers: function() {
+
+        // _Local variables_
+
+        // Stores the plugin context in the self variable
+        var self = this,
+
+          // Instantiates a new variable that will be used to hold a specific element's context
+          $self,
+
+          // Instantiates a new variable that will be used to determine the smoothScroll animation time duration
+          duration;
+
+        // Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
+        this.element.on("click.tocify", "li", function(event) {
+
+          if (self.options.history) {
+
+            window.location.hash = $(this).attr("data-unique");
+
+          }
+
+          // Removes highlighting from all of the list item's
+          self.element.find("." + self.focusClass).removeClass(self.focusClass);
+
+          // Highlights the current list item that was clicked
+          $(this).addClass(self.focusClass);
+
+          // If the showAndHide option is true
+          if (self.options.showAndHide) {
+
+            var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');
+
+            self._triggerShow(elem);
+
+          }
+
+          self._scrollTo($(this));
+
+        });
+
+        // Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
+        this.element.find("li").on({
+
+          // Mouseenter event handler
+          "mouseenter.tocify": function() {
+
+            // Adds a hover CSS class to the current list item
+            $(this).addClass(self.hoverClass);
+
+            // Makes sure the cursor is set to the pointer icon
+            $(this).css("cursor", "pointer");
+
+          },
+
+          // Mouseleave event handler
+          "mouseleave.tocify": function() {
+
+            if (self.options.theme !== "bootstrap") {
+
+              // Removes the hover CSS class from the current list item
+              $(this).removeClass(self.hoverClass);
+
+            }
+
+          }
+        });
+
+        // only attach handler if needed (expensive in IE)
+        if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
+          // Window scroll event handler
+          $(window).on("scroll.tocify", function() {
+
+            // Once all animations on the page are complete, this callback function will be called
+            $("html, body").promise().done(function() {
+
+              // Local variables
+
+              // Stores how far the user has scrolled
+              var winScrollTop = $(window).scrollTop(),
+
+                // Stores the height of the window
+                winHeight = $(window).height(),
+
+                // Stores the height of the document
+                docHeight = $(document).height(),
+
+                scrollHeight = $("body")[0].scrollHeight,
+
+                // Instantiates a variable that will be used to hold a selected HTML element
+                elem,
+
+                lastElem,
+
+                lastElemOffset,
+
+                currentElem;
+
+              if (self.options.extendPage) {
+
+                // If the user has scrolled to the bottom of the page and the last toc item is not focused
+                if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {
+
+                  if (!$(extendPageClass).length) {
+
+                    lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');
+
+                    if (!lastElem.length) return;
+
+                    // Gets the top offset of the page header that is linked to the last toc item
+                    lastElemOffset = lastElem.offset().top;
+
+                    // Appends a div to the bottom of the page and sets the height to the difference of the window scrollTop and the last element's position top offset
+                    $(self.options.context).append($("<div/>", {
+
+                      "class": extendPageClassName,
+
+                      "height": Math.abs(lastElemOffset - winScrollTop) + "px",
+
+                      "data-unique": extendPageClassName
+
+                    }));
+
+                    if (self.extendPageScroll) {
+
+                      currentElem = self.element.find('li.' + self.focusClass);
+
+                      self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));
+
+                    }
+
+                  }
+
+                }
+
+              }
+
+              // The zero timeout ensures the following code is run after the scroll events
+              setTimeout(function() {
+
+                // _Local variables_
+
+                // Stores the distance to the closest anchor
+                var closestAnchorDistance = null,
+
+                  // Stores the index of the closest anchor
+                  closestAnchorIdx = null,
+
+                  // Keeps a reference to all anchors
+                  anchors = $(self.options.context).find("div[data-unique]"),
+
+                  anchorText;
+
+                // Determines the index of the closest anchor
+                anchors.each(function(idx) {
+                  var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
+                  if (closestAnchorDistance == null || distance < closestAnchorDistance) {
+                    closestAnchorDistance = distance;
+                    closestAnchorIdx = idx;
+                  } else {
+                    return false;
+                  }
+                });
+
+                anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");
+
+                // Stores the list item HTML element that corresponds to the currently traversed anchor tag
+                elem = $('li[data-unique="' + anchorText + '"]');
+
+                // If the `highlightOnScroll` option is true and a next element is found
+                if (self.options.highlightOnScroll && elem.length) {
+
+                  // Removes highlighting from all of the list item's
+                  self.element.find("." + self.focusClass).removeClass(self.focusClass);
+
+                  // Highlights the corresponding list item
+                  elem.addClass(self.focusClass);
+
+                }
+
+                if (self.options.scrollHistory) {
+
+                  if (window.location.hash !== "#" + anchorText) {
+
+                    window.location.replace("#" + anchorText);
+
+                  }
+                }
+
+                // If the `showAndHideOnScroll` option is true
+                if (self.options.showAndHideOnScroll && self.options.showAndHide) {
+
+                  self._triggerShow(elem, true);
+
+                }
+
+              }, 0);
+
+            });
+
+          });
+        }
+
+      },
+
+      // Show
+      // ----
+      //      Opens the current sub-header
+      show: function(elem, scroll) {
+
+        // Stores the plugin context in the `self` variable
+        var self = this,
+          element = elem;
+
+        // If the sub-header is not already visible
+        if (!elem.is(":visible")) {
+
+          // If the current element does not have any nested subheaders, is not a header, and its parent is not visible
+          if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {
+
+            // Sets the current element to all of the subheaders within the current header
+            elem = elem.parents(subheaderClass).add(elem);
+
+          }
+
+          // If the current element does not have any nested subheaders and is not a header
+          else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {
+
+            // Sets the current element to the closest subheader
+            elem = elem.closest(subheaderClass);
+
+          }
+
+          //Determines what jQuery effect to use
+          switch (self.options.showEffect) {
+
+            //Uses `no effect`
+            case "none":
+
+              elem.show();
+
+              break;
+
+              //Uses the jQuery `show` special effect
+            case "show":
+
+              elem.show(self.options.showEffectSpeed);
+
+              break;
+
+              //Uses the jQuery `slideDown` special effect
+            case "slideDown":
+
+              elem.slideDown(self.options.showEffectSpeed);
+
+              break;
+
+              //Uses the jQuery `fadeIn` special effect
+            case "fadeIn":
+
+              elem.fadeIn(self.options.showEffectSpeed);
+
+              break;
+
+              //If none of the above options were passed, then a `jQueryUI show effect` is expected
+            default:
+
+              elem.show();
+
+              break;
+
+          }
+
+        }
+
+        // If the current subheader parent element is a header
+        if (elem.parent().is(headerClass)) {
+
+          // Hides all non-active sub-headers
+          self.hide($(subheaderClass).not(elem));
+
+        }
+
+        // If the current subheader parent element is not a header
+        else {
+
+          // Hides all non-active sub-headers
+          self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));
+
+        }
+
+        // Maintains chainablity
+        return self;
+
+      },
+
+      // Hide
+      // ----
+      //      Closes the current sub-header
+      hide: function(elem) {
+
+        // Stores the plugin context in the `self` variable
+        var self = this;
+
+        //Determines what jQuery effect to use
+        switch (self.options.hideEffect) {
+
+          // Uses `no effect`
+          case "none":
+
+            elem.hide();
+
+            break;
+
+            // Uses the jQuery `hide` special effect
+          case "hide":
+
+            elem.hide(self.options.hideEffectSpeed);
+
+            break;
+
+            // Uses the jQuery `slideUp` special effect
+          case "slideUp":
+
+            elem.slideUp(self.options.hideEffectSpeed);
+
+            break;
+
+            // Uses the jQuery `fadeOut` special effect
+          case "fadeOut":
+
+            elem.fadeOut(self.options.hideEffectSpeed);
+
+            break;
+
+            // If none of the above options were passed, then a `jqueryUI hide effect` is expected
+          default:
+
+            elem.hide();
+
+            break;
+
+        }
+
+        // Maintains chainablity
+        return self;
+      },
+
+      // _triggerShow
+      // ------------
+      //      Determines what elements get shown on scroll and click
+      _triggerShow: function(elem, scroll) {
+
+        var self = this;
+
+        // If the current element's parent is a header element or the next element is a nested subheader element
+        if (elem.parent().is(headerClass) || elem.next().is(subheaderClass)) {
+
+          // Shows the next sub-header element
+          self.show(elem.next(subheaderClass), scroll);
+
+        }
+
+        // If the current element's parent is a subheader element
+        else if (elem.parent().is(subheaderClass)) {
+
+          // Shows the parent sub-header element
+          self.show(elem.parent(), scroll);
+
+        }
+
+        // Maintains chainability
+        return self;
+
+      },
+
+      // _addCSSClasses
+      // --------------
+      //      Adds CSS classes to the newly generated table of contents HTML
+      _addCSSClasses: function() {
+
+        // If the user wants a jqueryUI theme
+        if (this.options.theme === "jqueryui") {
+
+          this.focusClass = "ui-state-default";
+
+          this.hoverClass = "ui-state-hover";
+
+          //Adds the default styling to the dropdown list
+          this.element.addClass("ui-widget").find(".toc-title").addClass("ui-widget-header").end().find("li").addClass("ui-widget-content");
+
+        }
+
+        // If the user wants a twitterBootstrap theme
+        else if (this.options.theme === "bootstrap") {
+
+          this.element.find(headerClass + "," + subheaderClass).addClass("nav nav-list");
+
+          this.focusClass = "active";
+
+        }
+
+        // If the user wants a twitterBootstrap theme
+        else if (this.options.theme === "bootstrap3") {
+
+          this.element.find(headerClass + "," + subheaderClass).addClass("list-group");
+
+          this.element.find(itemClass).addClass("list-group-item");
+
+          this.focusClass = "active";
+
+        }
+
+        // If a user does not want a prebuilt theme
+        else {
+
+          // Adds more neutral classes (instead of jqueryui)
+
+          this.focusClass = tocFocusClassName;
+
+          this.hoverClass = tocHoverClassName;
+
+        }
+
+        //Maintains chainability
+        return this;
+
+      },
+
+      // setOption
+      // ---------
+      //      Sets a single Tocify option after the plugin is invoked
+      setOption: function() {
+
+        // Calls the jQueryUI Widget Factory setOption method
+        $.Widget.prototype._setOption.apply(this, arguments);
+
+      },
+
+      // setOptions
+      // ----------
+      //      Sets a single or multiple Tocify options after the plugin is invoked
+      setOptions: function() {
+
+        // Calls the jQueryUI Widget Factory setOptions method
+        $.Widget.prototype._setOptions.apply(this, arguments);
+
+      },
+
+      // _scrollTo
+      // ---------
+      //      Scrolls to a specific element
+      _scrollTo: function(elem) {
+
+        var self = this,
+          duration = self.options.smoothScroll || 0,
+          scrollTo = self.options.scrollTo,
+          currentDiv = $('div[data-unique="' + elem.attr("data-unique") + '"]');
+
+        if (!currentDiv.length) {
+
+          return self;
+
+        }
+
+        // Once all animations on the page are complete, this callback function will be called
+        $("html, body").promise().done(function() {
+
+          // Animates the html and body element scrolltops
+          $("html, body").animate({
+
+            // Sets the jQuery `scrollTop` to the top offset of the HTML div tag that matches the current list item's `data-unique` tag
+            "scrollTop": currentDiv.offset().top - ($.isFunction(scrollTo) ? scrollTo.call() : scrollTo) + "px"
+
+          }, {
+
+            // Sets the smoothScroll animation time duration to the smoothScrollSpeed option
+            "duration": duration
+
+          });
+
+        });
+
+        // Maintains chainability
+        return self;
+
+      }
+
+    });
+
+  })); //end of plugin
+</script>
+<script>
+
+/**
+ * jQuery Plugin: Sticky Tabs
+ *
+ * @author Aidan Lister <aidan@php.net>
+ * adapted by Ruben Arslan to activate parent tabs too
+ * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
+ */
+(function($) {
+  "use strict";
+  $.fn.rmarkdownStickyTabs = function() {
+    var context = this;
+    // Show the tab corresponding with the hash in the URL, or the first tab
+    var showStuffFromHash = function() {
+      var hash = window.location.hash;
+      var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
+      var $selector = $(selector, context);
+      if($selector.data('toggle') === "tab") {
+        $selector.tab('show');
+        // walk up the ancestors of this element, show any hidden tabs
+        $selector.parents('.section.tabset').each(function(i, elm) {
+          var link = $('a[href="#' + $(elm).attr('id') + '"]');
+          if(link.data('toggle') === "tab") {
+            link.tab("show");
+          }
+        });
+      }
+    };
+
+
+    // Set the correct tab when the page loads
+    showStuffFromHash(context);
+
+    // Set the correct tab when a user uses their back/forward button
+    $(window).on('hashchange', function() {
+      showStuffFromHash(context);
+    });
+
+    // Change the URL when tabs are clicked
+    $('a', context).on('click', function(e) {
+      history.pushState(null, null, this.href);
+      showStuffFromHash(context);
+    });
+
+    return this;
+  };
+}(jQuery));
+
+window.buildTabsets = function(tocID) {
+
+  // build a tabset from a section div with the .tabset class
+  function buildTabset(tabset) {
+
+    // check for fade and pills options
+    var fade = tabset.hasClass("tabset-fade");
+    var pills = tabset.hasClass("tabset-pills");
+    var navClass = pills ? "nav-pills" : "nav-tabs";
+
+    // determine the heading level of the tabset and tabs
+    var match = tabset.attr('class').match(/level(\d) /);
+    if (match === null)
+      return;
+    var tabsetLevel = Number(match[1]);
+    var tabLevel = tabsetLevel + 1;
+
+    // find all subheadings immediately below
+    var tabs = tabset.find("div.section.level" + tabLevel);
+    if (!tabs.length)
+      return;
+
+    // create tablist and tab-content elements
+    var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
+    $(tabs[0]).before(tabList);
+    var tabContent = $('<div class="tab-content"></div>');
+    $(tabs[0]).before(tabContent);
+
+    // build the tabset
+    var activeTab = 0;
+    tabs.each(function(i) {
+
+      // get the tab div
+      var tab = $(tabs[i]);
+
+      // get the id then sanitize it for use with bootstrap tabs
+      var id = tab.attr('id');
+
+      // see if this is marked as the active tab
+      if (tab.hasClass('active'))
+        activeTab = i;
+
+      // remove any table of contents entries associated with
+      // this ID (since we'll be removing the heading element)
+      $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
+
+      // sanitize the id for use with bootstrap tabs
+      id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
+      tab.attr('id', id);
+
+      // get the heading element within it, grab it's text, then remove it
+      var heading = tab.find('h' + tabLevel + ':first');
+      var headingText = heading.html();
+      heading.remove();
+
+      // build and append the tab list item
+      var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
+      a.attr('href', '#' + id);
+      a.attr('aria-controls', id);
+      var li = $('<li role="presentation"></li>');
+      li.append(a);
+      tabList.append(li);
+
+      // set it's attributes
+      tab.attr('role', 'tabpanel');
+      tab.addClass('tab-pane');
+      tab.addClass('tabbed-pane');
+      if (fade)
+        tab.addClass('fade');
+
+      // move it into the tab content div
+      tab.detach().appendTo(tabContent);
+    });
+
+    // set active tab
+    $(tabList.children('li')[activeTab]).addClass('active');
+    var active = $(tabContent.children('div.section')[activeTab]);
+    active.addClass('active');
+    if (fade)
+      active.addClass('in');
+
+    if (tabset.hasClass("tabset-sticky"))
+      tabset.rmarkdownStickyTabs();
+  }
+
+  // convert section divs with the .tabset class to tabsets
+  var tabsets = $("div.section.tabset");
+  tabsets.each(function(i) {
+    buildTabset($(tabsets[i]));
+  });
+};
+
+</script>
+<style type="text/css">.hljs-literal {
+color: #990073;
+}
+.hljs-number {
+color: #099;
+}
+.hljs-comment {
+color: #998;
+font-style: italic;
+}
+.hljs-keyword {
+color: #900;
+font-weight: bold;
+}
+.hljs-string {
+color: #d14;
+}
+</style>
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+
+<style type="text/css">
+  code{white-space: pre-wrap;}
+  span.smallcaps{font-variant: small-caps;}
+  span.underline{text-decoration: underline;}
+  div.column{display: inline-block; vertical-align: top; width: 50%;}
+  div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
+  ul.task-list{list-style: none;}
+    </style>
 
 <style type="text/css">code{white-space: pre;}</style>
 <style type="text/css">
@@ -72,11 +1361,10 @@
 }
 </style>
 
-<link href="data:text/css;charset=utf-8,p%2C%20ol%20%7B%20text%2Dalign%3Ajustify%3B%20%7D%0A%2Eformattable%5Fcontainer%20%7B%20overflow%3Aauto%3B%20max%2Dheight%3A425px%3B%20margin%2Dbottom%3A23px%3B%20%7D%0A%2Eformattable%5Fcontainer%20table%20%7B%20margin%2Dbottom%3A0%3B%20%7D%0A%2Eformattable%5Fcontainer%20td%2C%20%2Eformattable%5Fcontainer%20th%20%7B%20white%2Dspace%3A%20nowrap%3B%20%7D%0A" rel="stylesheet" type="text/css" />
 
-</head>
+<style type="text/css">p, ol { text-align:justify; }.formattable_container { overflow:auto; max-height:425px; margin-bottom:23px; }.formattable_container table { margin-bottom:0; }.formattable_container td, .formattable_container th { white-space: nowrap; }</style>
+
 
-<body>
 
 <style type="text/css">
 .main-container {
@@ -90,58 +1378,83 @@
 }
 img {
   max-width:100%;
-  height: auto;
 }
 .tabbed-pane {
   padding-top: 12px;
 }
+.html-widget {
+  margin-bottom: 20px;
+}
 button.code-folding-btn:focus {
   outline: none;
 }
+summary {
+  display: list-item;
+}
 </style>
 
 
 
-<div class="container-fluid main-container">
-
 <!-- tabsets -->
-<script>
-$(document).ready(function () {
-  window.buildTabsets("TOC");
-});
-</script>
 
-<!-- code folding -->
+<style type="text/css">
+.tabset-dropdown > .nav-tabs {
+  display: inline-table;
+  max-height: 500px;
+  min-height: 44px;
+  overflow-y: auto;
+  background: white;
+  border: 1px solid #ddd;
+  border-radius: 4px;
+}
+
+.tabset-dropdown > .nav-tabs > li.active:before {
+  content: "";
+  font-family: 'Glyphicons Halflings';
+  display: inline-block;
+  padding: 10px;
+  border-right: 1px solid #ddd;
+}
+
+.tabset-dropdown > .nav-tabs.nav-tabs-open > li.active:before {
+  content: "";
+  border: none;
+}
 
+.tabset-dropdown > .nav-tabs.nav-tabs-open:before {
+  content: "";
+  font-family: 'Glyphicons Halflings';
+  display: inline-block;
+  padding: 10px;
+  border-right: 1px solid #ddd;
+}
 
+.tabset-dropdown > .nav-tabs > li.active {
+  display: block;
+}
 
+.tabset-dropdown > .nav-tabs > li > a,
+.tabset-dropdown > .nav-tabs > li > a:focus,
+.tabset-dropdown > .nav-tabs > li > a:hover {
+  border: none;
+  display: inline-block;
+  border-radius: 4px;
+  background-color: transparent;
+}
 
-<script>
-$(document).ready(function ()  {
+.tabset-dropdown > .nav-tabs.nav-tabs-open > li {
+  display: block;
+  float: none;
+}
 
-    // move toc-ignore selectors from section div to header
-    $('div.section.toc-ignore')
-        .removeClass('toc-ignore')
-        .children('h1,h2,h3,h4,h5').addClass('toc-ignore');
+.tabset-dropdown > .nav-tabs > li {
+  display: none;
+}
+</style>
+
+<!-- code folding -->
 
-    // establish options
-    var options = {
-      selectors: "h1,h2,h3",
-      theme: "bootstrap3",
-      context: '.toc-content',
-      hashGenerator: function (text) {
-        return text.replace(/[.\\/?&!#<>]/g, '').replace(/\s/g, '_').toLowerCase();
-      },
-      ignoreSelector: ".toc-ignore",
-      scrollTo: 0
-    };
-    options.showAndHide = false;
-    options.smoothScroll = true;
 
-    // tocify
-    var toc = $("#TOC").tocify(options).data("toc-tocify");
-});
-</script>
 
 <style type="text/css">
 
@@ -155,6 +1468,12 @@
 }
 }
 
+@media print {
+.toc-content {
+  /* see https://github.com/w3c/csswg-drafts/issues/4434 */
+  float: right;
+}
+}
 
 .toc-content {
   padding-left: 30px;
@@ -190,8 +1509,6 @@
 
 .tocify-subheader .tocify-item {
   font-size: 0.90em;
-  padding-left: 25px;
-  text-indent: 0;
 }
 
 .tocify .list-group-item {
@@ -207,6 +1524,16 @@
 
 </style>
 
+
+
+</head>
+
+<body>
+
+
+<div class="container-fluid main-container">
+
+
 <!-- setup 3col/9col grid for toc_float and main content  -->
 <div class="row-fluid">
 <div class="col-xs-12 col-sm-4 col-md-3">
@@ -224,7 +1551,7 @@
 
 
 <h1 class="title toc-ignore">Classification for Credit Card Default</h1>
-<h4 class="author"><em>Theos Evgeniou, Spyros Zoumpoulis</em></h4>
+<h4 class="author">Theos Evgeniou, Spyros Zoumpoulis</h4>
 
 </div>
 
@@ -234,7 +1561,7 @@ <h4 class="author"><em>Theos Evgeniou, Spyros Zoumpoulis</em></h4>
 <h1>The Business Context</h1>
 <p>A Taiwan-based credit card issuer wants to better predict the likelihood of default for its customers, as well as identify the key drivers that determine this likelihood. This would inform the issuer’s decisions on who to give a credit card to and what credit limit to provide. It would also help the issuer have a better understanding of their current and potential customers, which would inform their future strategy, including their planning of offering targeted credit products to their customers.</p>
 <hr>
-<p></p>
+
 </div>
 <div id="the-data" class="section level1">
 <h1>The Data</h1>
@@ -358,7 +1685,7 @@ <h1>The Data</h1>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">01</th>
 <th align="right">02</th>
 <th align="right">03</th>
@@ -373,7 +1700,7 @@ <h1>The Data</h1>
 </thead>
 <tbody>
 <tr class="odd">
-<td>ID</td>
+<td align="left">ID</td>
 <td align="right">1</td>
 <td align="right">2</td>
 <td align="right">3</td>
@@ -386,7 +1713,7 @@ <h1>The Data</h1>
 <td align="right">10</td>
 </tr>
 <tr class="even">
-<td>LIMIT_BAL</td>
+<td align="left">LIMIT_BAL</td>
 <td align="right">20000</td>
 <td align="right">120000</td>
 <td align="right">90000</td>
@@ -399,7 +1726,7 @@ <h1>The Data</h1>
 <td align="right">20000</td>
 </tr>
 <tr class="odd">
-<td>SEX</td>
+<td align="left">SEX</td>
 <td align="right">2</td>
 <td align="right">2</td>
 <td align="right">2</td>
@@ -412,7 +1739,7 @@ <h1>The Data</h1>
 <td align="right">1</td>
 </tr>
 <tr class="even">
-<td>EDUCATION</td>
+<td align="left">EDUCATION</td>
 <td align="right">2</td>
 <td align="right">2</td>
 <td align="right">2</td>
@@ -425,7 +1752,7 @@ <h1>The Data</h1>
 <td align="right">3</td>
 </tr>
 <tr class="odd">
-<td>MARRIAGE</td>
+<td align="left">MARRIAGE</td>
 <td align="right">1</td>
 <td align="right">2</td>
 <td align="right">2</td>
@@ -438,7 +1765,7 @@ <h1>The Data</h1>
 <td align="right">2</td>
 </tr>
 <tr class="even">
-<td>AGE</td>
+<td align="left">AGE</td>
 <td align="right">24</td>
 <td align="right">26</td>
 <td align="right">34</td>
@@ -451,7 +1778,7 @@ <h1>The Data</h1>
 <td align="right">35</td>
 </tr>
 <tr class="odd">
-<td>PAY_0</td>
+<td align="left">PAY_0</td>
 <td align="right">2</td>
 <td align="right">-1</td>
 <td align="right">0</td>
@@ -464,7 +1791,7 @@ <h1>The Data</h1>
 <td align="right">-2</td>
 </tr>
 <tr class="even">
-<td>PAY_2</td>
+<td align="left">PAY_2</td>
 <td align="right">2</td>
 <td align="right">2</td>
 <td align="right">0</td>
@@ -477,7 +1804,7 @@ <h1>The Data</h1>
 <td align="right">-2</td>
 </tr>
 <tr class="odd">
-<td>PAY_3</td>
+<td align="left">PAY_3</td>
 <td align="right">-1</td>
 <td align="right">0</td>
 <td align="right">0</td>
@@ -490,7 +1817,7 @@ <h1>The Data</h1>
 <td align="right">-2</td>
 </tr>
 <tr class="even">
-<td>PAY_4</td>
+<td align="left">PAY_4</td>
 <td align="right">-1</td>
 <td align="right">0</td>
 <td align="right">0</td>
@@ -503,7 +1830,7 @@ <h1>The Data</h1>
 <td align="right">-2</td>
 </tr>
 <tr class="odd">
-<td>PAY_5</td>
+<td align="left">PAY_5</td>
 <td align="right">-2</td>
 <td align="right">0</td>
 <td align="right">0</td>
@@ -516,7 +1843,7 @@ <h1>The Data</h1>
 <td align="right">-1</td>
 </tr>
 <tr class="even">
-<td>PAY_6</td>
+<td align="left">PAY_6</td>
 <td align="right">-2</td>
 <td align="right">2</td>
 <td align="right">0</td>
@@ -529,7 +1856,7 @@ <h1>The Data</h1>
 <td align="right">-1</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT1</td>
+<td align="left">BILL_AMT1</td>
 <td align="right">3913</td>
 <td align="right">2682</td>
 <td align="right">29239</td>
@@ -542,7 +1869,7 @@ <h1>The Data</h1>
 <td align="right">0</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT2</td>
+<td align="left">BILL_AMT2</td>
 <td align="right">3102</td>
 <td align="right">1725</td>
 <td align="right">14027</td>
@@ -555,7 +1882,7 @@ <h1>The Data</h1>
 <td align="right">0</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT3</td>
+<td align="left">BILL_AMT3</td>
 <td align="right">689</td>
 <td align="right">2682</td>
 <td align="right">13559</td>
@@ -568,7 +1895,7 @@ <h1>The Data</h1>
 <td align="right">0</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT4</td>
+<td align="left">BILL_AMT4</td>
 <td align="right">0</td>
 <td align="right">3272</td>
 <td align="right">14331</td>
@@ -581,7 +1908,7 @@ <h1>The Data</h1>
 <td align="right">0</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT5</td>
+<td align="left">BILL_AMT5</td>
 <td align="right">0</td>
 <td align="right">3455</td>
 <td align="right">14948</td>
@@ -594,7 +1921,7 @@ <h1>The Data</h1>
 <td align="right">13007</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT6</td>
+<td align="left">BILL_AMT6</td>
 <td align="right">0</td>
 <td align="right">3261</td>
 <td align="right">15549</td>
@@ -607,7 +1934,7 @@ <h1>The Data</h1>
 <td align="right">13912</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT1</td>
+<td align="left">PAY_AMT1</td>
 <td align="right">0</td>
 <td align="right">0</td>
 <td align="right">1518</td>
@@ -620,7 +1947,7 @@ <h1>The Data</h1>
 <td align="right">0</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT2</td>
+<td align="left">PAY_AMT2</td>
 <td align="right">689</td>
 <td align="right">1000</td>
 <td align="right">1500</td>
@@ -633,7 +1960,7 @@ <h1>The Data</h1>
 <td align="right">0</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT3</td>
+<td align="left">PAY_AMT3</td>
 <td align="right">0</td>
 <td align="right">1000</td>
 <td align="right">1000</td>
@@ -646,7 +1973,7 @@ <h1>The Data</h1>
 <td align="right">0</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT4</td>
+<td align="left">PAY_AMT4</td>
 <td align="right">0</td>
 <td align="right">1000</td>
 <td align="right">1000</td>
@@ -659,7 +1986,7 @@ <h1>The Data</h1>
 <td align="right">13007</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT5</td>
+<td align="left">PAY_AMT5</td>
 <td align="right">0</td>
 <td align="right">0</td>
 <td align="right">1000</td>
@@ -672,7 +1999,7 @@ <h1>The Data</h1>
 <td align="right">1122</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT6</td>
+<td align="left">PAY_AMT6</td>
 <td align="right">0</td>
 <td align="right">2000</td>
 <td align="right">5000</td>
@@ -687,7 +2014,7 @@ <h1>The Data</h1>
 </tbody>
 </table>
 <hr>
-<p></p>
+
 </div>
 <div id="a-process-for-classification" class="section level1">
 <h1>A Process for Classification</h1>
@@ -724,16 +2051,16 @@ <h2>Step 2: Set up the dependent variable</h2>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">Class 1</th>
 <th align="right">Class 0</th>
 </tr>
 </thead>
 <tbody>
 <tr class="odd">
-<td># of Observations</td>
-<td align="right">5337</td>
-<td align="right">18663</td>
+<td align="left"># of Observations</td>
+<td align="right">5370</td>
+<td align="right">18630</td>
 </tr>
 </tbody>
 </table>
@@ -741,16 +2068,16 @@ <h2>Step 2: Set up the dependent variable</h2>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">Class 1</th>
 <th align="right">Class 0</th>
 </tr>
 </thead>
 <tbody>
 <tr class="odd">
-<td># of Observations</td>
-<td align="right">646</td>
-<td align="right">2354</td>
+<td align="left"># of Observations</td>
+<td align="right">603</td>
+<td align="right">2397</td>
 </tr>
 </tbody>
 </table>
@@ -761,7 +2088,7 @@ <h2>Step 3: Simple Analysis</h2>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">min</th>
 <th align="right">25 percent</th>
 <th align="right">median</th>
@@ -773,244 +2100,244 @@ <h2>Step 3: Simple Analysis</h2>
 </thead>
 <tbody>
 <tr class="odd">
-<td>ID</td>
+<td align="left">ID</td>
 <td align="right">1</td>
-<td align="right">7475</td>
-<td align="right">14792</td>
-<td align="right">14791.33</td>
-<td align="right">21889</td>
-<td align="right">30000</td>
-<td align="right">8557.81</td>
+<td align="right">6097.25</td>
+<td align="right">11970.0</td>
+<td align="right">11874.38</td>
+<td align="right">17512.50</td>
+<td align="right">24000</td>
+<td align="right">6782.73</td>
 </tr>
 <tr class="even">
-<td>LIMIT_BAL</td>
+<td align="left">LIMIT_BAL</td>
 <td align="right">10000</td>
-<td align="right">50000</td>
-<td align="right">90000</td>
-<td align="right">129233.22</td>
-<td align="right">200000</td>
+<td align="right">50000.00</td>
+<td align="right">90000.0</td>
+<td align="right">129725.82</td>
+<td align="right">200000.00</td>
 <td align="right">740000</td>
-<td align="right">113805.35</td>
+<td align="right">115263.81</td>
 </tr>
 <tr class="odd">
-<td>SEX</td>
-<td align="right">1</td>
+<td align="left">SEX</td>
 <td align="right">1</td>
+<td align="right">1.00</td>
+<td align="right">2.0</td>
+<td align="right">1.59</td>
+<td align="right">2.00</td>
 <td align="right">2</td>
-<td align="right">1.57</td>
-<td align="right">2</td>
-<td align="right">2</td>
-<td align="right">0.50</td>
+<td align="right">0.49</td>
 </tr>
 <tr class="even">
-<td>EDUCATION</td>
-<td align="right">1</td>
+<td align="left">EDUCATION</td>
 <td align="right">1</td>
-<td align="right">2</td>
-<td align="right">1.90</td>
-<td align="right">2</td>
+<td align="right">1.00</td>
+<td align="right">2.0</td>
+<td align="right">1.89</td>
+<td align="right">2.00</td>
 <td align="right">6</td>
-<td align="right">0.73</td>
+<td align="right">0.72</td>
 </tr>
 <tr class="odd">
-<td>MARRIAGE</td>
+<td align="left">MARRIAGE</td>
 <td align="right">0</td>
-<td align="right">1</td>
-<td align="right">2</td>
-<td align="right">1.52</td>
-<td align="right">2</td>
+<td align="right">1.00</td>
+<td align="right">2.0</td>
+<td align="right">1.53</td>
+<td align="right">2.00</td>
 <td align="right">3</td>
 <td align="right">0.53</td>
 </tr>
 <tr class="even">
-<td>AGE</td>
+<td align="left">AGE</td>
 <td align="right">21</td>
-<td align="right">28</td>
-<td align="right">34</td>
-<td align="right">35.79</td>
-<td align="right">42</td>
-<td align="right">75</td>
-<td align="right">9.65</td>
+<td align="right">27.00</td>
+<td align="right">34.0</td>
+<td align="right">35.52</td>
+<td align="right">42.00</td>
+<td align="right">73</td>
+<td align="right">9.69</td>
 </tr>
 <tr class="odd">
-<td>PAY_0</td>
+<td align="left">PAY_0</td>
 <td align="right">-2</td>
-<td align="right">0</td>
-<td align="right">1</td>
-<td align="right">0.68</td>
-<td align="right">2</td>
+<td align="right">0.00</td>
+<td align="right">1.0</td>
+<td align="right">0.67</td>
+<td align="right">2.00</td>
 <td align="right">8</td>
-<td align="right">1.39</td>
+<td align="right">1.38</td>
 </tr>
 <tr class="even">
-<td>PAY_2</td>
+<td align="left">PAY_2</td>
 <td align="right">-2</td>
-<td align="right">0</td>
-<td align="right">0</td>
+<td align="right">-1.00</td>
+<td align="right">0.0</td>
 <td align="right">0.46</td>
-<td align="right">2</td>
+<td align="right">2.00</td>
 <td align="right">7</td>
-<td align="right">1.50</td>
+<td align="right">1.51</td>
 </tr>
 <tr class="odd">
-<td>PAY_3</td>
+<td align="left">PAY_3</td>
 <td align="right">-2</td>
-<td align="right">-1</td>
-<td align="right">0</td>
-<td align="right">0.36</td>
-<td align="right">2</td>
-<td align="right">7</td>
-<td align="right">1.49</td>
+<td align="right">-1.00</td>
+<td align="right">0.0</td>
+<td align="right">0.37</td>
+<td align="right">2.00</td>
+<td align="right">8</td>
+<td align="right">1.51</td>
 </tr>
 <tr class="even">
-<td>PAY_4</td>
+<td align="left">PAY_4</td>
 <td align="right">-2</td>
-<td align="right">-1</td>
-<td align="right">0</td>
-<td align="right">0.26</td>
-<td align="right">2</td>
-<td align="right">7</td>
+<td align="right">-1.00</td>
+<td align="right">0.0</td>
+<td align="right">0.25</td>
+<td align="right">2.00</td>
+<td align="right">8</td>
 <td align="right">1.50</td>
 </tr>
 <tr class="odd">
-<td>PAY_5</td>
+<td align="left">PAY_5</td>
 <td align="right">-2</td>
-<td align="right">-1</td>
-<td align="right">0</td>
-<td align="right">0.16</td>
-<td align="right">0</td>
-<td align="right">7</td>
-<td align="right">1.47</td>
+<td align="right">-1.00</td>
+<td align="right">0.0</td>
+<td align="right">0.18</td>
+<td align="right">2.00</td>
+<td align="right">8</td>
+<td align="right">1.48</td>
 </tr>
 <tr class="even">
-<td>PAY_6</td>
+<td align="left">PAY_6</td>
 <td align="right">-2</td>
-<td align="right">-1</td>
-<td align="right">0</td>
-<td align="right">0.10</td>
-<td align="right">0</td>
+<td align="right">-1.00</td>
+<td align="right">0.0</td>
+<td align="right">0.12</td>
+<td align="right">0.00</td>
 <td align="right">8</td>
-<td align="right">1.48</td>
+<td align="right">1.49</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT1</td>
+<td align="left">BILL_AMT1</td>
 <td align="right">-6676</td>
-<td align="right">3196</td>
-<td align="right">20547</td>
-<td align="right">48574.01</td>
-<td align="right">59010</td>
-<td align="right">613860</td>
-<td align="right">73926.80</td>
+<td align="right">3204.50</td>
+<td align="right">19913.0</td>
+<td align="right">47553.25</td>
+<td align="right">57769.75</td>
+<td align="right">610723</td>
+<td align="right">71718.95</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT2</td>
-<td align="right">-9119</td>
-<td align="right">2826</td>
-<td align="right">20568</td>
-<td align="right">47477.03</td>
-<td align="right">57550</td>
-<td align="right">581775</td>
-<td align="right">71997.92</td>
+<td align="left">BILL_AMT2</td>
+<td align="right">-7334</td>
+<td align="right">2823.75</td>
+<td align="right">20250.0</td>
+<td align="right">46522.80</td>
+<td align="right">56489.00</td>
+<td align="right">572834</td>
+<td align="right">69956.13</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT3</td>
+<td align="left">BILL_AMT3</td>
 <td align="right">-61506</td>
-<td align="right">2552</td>
-<td align="right">20089</td>
-<td align="right">45451.40</td>
-<td align="right">54848</td>
+<td align="right">2500.00</td>
+<td align="right">19818.5</td>
+<td align="right">44452.92</td>
+<td align="right">52134.00</td>
 <td align="right">578971</td>
-<td align="right">68948.48</td>
+<td align="right">67027.84</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT4</td>
-<td align="right">-65167</td>
-<td align="right">2300</td>
-<td align="right">19208</td>
-<td align="right">42198.39</td>
-<td align="right">50307</td>
+<td align="left">BILL_AMT4</td>
+<td align="right">-46627</td>
+<td align="right">2305.25</td>
+<td align="right">19068.5</td>
+<td align="right">41230.76</td>
+<td align="right">49233.00</td>
 <td align="right">548020</td>
-<td align="right">64835.05</td>
+<td align="right">62688.03</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT5</td>
-<td align="right">-53007</td>
-<td align="right">1542</td>
-<td align="right">18682</td>
-<td align="right">39640.68</td>
-<td align="right">47624</td>
+<td align="left">BILL_AMT5</td>
+<td align="right">-46627</td>
+<td align="right">1566.50</td>
+<td align="right">18596.0</td>
+<td align="right">39270.66</td>
+<td align="right">47449.00</td>
 <td align="right">547880</td>
-<td align="right">61952.66</td>
+<td align="right">60441.45</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT6</td>
-<td align="right">-94625</td>
-<td align="right">1133</td>
-<td align="right">18186</td>
-<td align="right">38618.44</td>
-<td align="right">47537</td>
-<td align="right">514975</td>
-<td align="right">60170.86</td>
+<td align="left">BILL_AMT6</td>
+<td align="right">-339603</td>
+<td align="right">1150.00</td>
+<td align="right">18089.5</td>
+<td align="right">37945.72</td>
+<td align="right">46981.50</td>
+<td align="right">472480</td>
+<td align="right">58573.78</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT1</td>
-<td align="right">0</td>
+<td align="left">PAY_AMT1</td>
 <td align="right">0</td>
-<td align="right">1639</td>
-<td align="right">3349.46</td>
-<td align="right">3430</td>
-<td align="right">244500</td>
-<td align="right">9246.74</td>
+<td align="right">0.00</td>
+<td align="right">1657.0</td>
+<td align="right">3357.71</td>
+<td align="right">3406.00</td>
+<td align="right">300000</td>
+<td align="right">9340.34</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT2</td>
-<td align="right">0</td>
+<td align="left">PAY_AMT2</td>
 <td align="right">0</td>
-<td align="right">1580</td>
-<td align="right">3423.58</td>
-<td align="right">3303</td>
+<td align="right">0.00</td>
+<td align="right">1500.0</td>
+<td align="right">3428.81</td>
+<td align="right">3250.00</td>
 <td align="right">358689</td>
-<td align="right">12222.64</td>
+<td align="right">12013.68</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT3</td>
-<td align="right">0</td>
+<td align="left">PAY_AMT3</td>
 <td align="right">0</td>
-<td align="right">1244</td>
-<td align="right">3295.23</td>
-<td align="right">3000</td>
-<td align="right">508229</td>
-<td align="right">12508.08</td>
+<td align="right">0.00</td>
+<td align="right">1191.0</td>
+<td align="right">3202.44</td>
+<td align="right">3000.00</td>
+<td align="right">234456</td>
+<td align="right">10576.47</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT4</td>
-<td align="right">0</td>
+<td align="left">PAY_AMT4</td>
 <td align="right">0</td>
-<td align="right">1000</td>
-<td align="right">3108.84</td>
-<td align="right">2976</td>
+<td align="right">0.00</td>
+<td align="right">1000.0</td>
+<td align="right">3134.02</td>
+<td align="right">2845.00</td>
 <td align="right">432130</td>
-<td align="right">10815.33</td>
+<td align="right">11621.30</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT5</td>
-<td align="right">0</td>
+<td align="left">PAY_AMT5</td>
 <td align="right">0</td>
-<td align="right">1000</td>
-<td align="right">3155.63</td>
-<td align="right">3000</td>
-<td align="right">330982</td>
-<td align="right">11431.09</td>
+<td align="right">0.00</td>
+<td align="right">1000.0</td>
+<td align="right">3279.78</td>
+<td align="right">3000.00</td>
+<td align="right">332000</td>
+<td align="right">12654.68</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT6</td>
-<td align="right">0</td>
+<td align="left">PAY_AMT6</td>
 <td align="right">0</td>
-<td align="right">1000</td>
-<td align="right">3277.53</td>
-<td align="right">2935</td>
-<td align="right">287982</td>
-<td align="right">12166.73</td>
+<td align="right">0.00</td>
+<td align="right">1000.0</td>
+<td align="right">3325.66</td>
+<td align="right">2867.50</td>
+<td align="right">345293</td>
+<td align="right">13062.02</td>
 </tr>
 </tbody>
 </table>
@@ -1018,7 +2345,7 @@ <h2>Step 3: Simple Analysis</h2>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">min</th>
 <th align="right">25 percent</th>
 <th align="right">median</th>
@@ -1030,244 +2357,244 @@ <h2>Step 3: Simple Analysis</h2>
 </thead>
 <tbody>
 <tr class="odd">
-<td>ID</td>
+<td align="left">ID</td>
 <td align="right">3</td>
-<td align="right">7547.5</td>
-<td align="right">15130</td>
-<td align="right">15090.57</td>
-<td align="right">22668.5</td>
-<td align="right">29997</td>
-<td align="right">8690.07</td>
+<td align="right">5964.25</td>
+<td align="right">12012.5</td>
+<td align="right">12036.85</td>
+<td align="right">18167.75</td>
+<td align="right">23999</td>
+<td align="right">6969.51</td>
 </tr>
 <tr class="even">
-<td>LIMIT_BAL</td>
+<td align="left">LIMIT_BAL</td>
 <td align="right">10000</td>
-<td align="right">70000.0</td>
-<td align="right">150000</td>
-<td align="right">177890.59</td>
-<td align="right">250000.0</td>
-<td align="right">800000</td>
-<td align="right">131040.81</td>
+<td align="right">60000.00</td>
+<td align="right">150000.0</td>
+<td align="right">175806.55</td>
+<td align="right">250000.00</td>
+<td align="right">1000000</td>
+<td align="right">131059.41</td>
 </tr>
 <tr class="odd">
-<td>SEX</td>
+<td align="left">SEX</td>
 <td align="right">1</td>
-<td align="right">1.0</td>
-<td align="right">2</td>
-<td align="right">1.62</td>
+<td align="right">1.00</td>
 <td align="right">2.0</td>
+<td align="right">1.64</td>
+<td align="right">2.00</td>
 <td align="right">2</td>
-<td align="right">0.49</td>
+<td align="right">0.48</td>
 </tr>
 <tr class="even">
-<td>EDUCATION</td>
+<td align="left">EDUCATION</td>
 <td align="right">0</td>
-<td align="right">1.0</td>
-<td align="right">2</td>
-<td align="right">1.84</td>
+<td align="right">1.00</td>
 <td align="right">2.0</td>
+<td align="right">1.84</td>
+<td align="right">2.00</td>
 <td align="right">6</td>
-<td align="right">0.81</td>
+<td align="right">0.80</td>
 </tr>
 <tr class="odd">
-<td>MARRIAGE</td>
+<td align="left">MARRIAGE</td>
 <td align="right">0</td>
-<td align="right">1.0</td>
-<td align="right">2</td>
-<td align="right">1.56</td>
+<td align="right">1.00</td>
 <td align="right">2.0</td>
+<td align="right">1.56</td>
+<td align="right">2.00</td>
 <td align="right">3</td>
 <td align="right">0.52</td>
 </tr>
 <tr class="even">
-<td>AGE</td>
+<td align="left">AGE</td>
 <td align="right">21</td>
-<td align="right">28.0</td>
-<td align="right">34</td>
-<td align="right">35.44</td>
-<td align="right">41.0</td>
+<td align="right">28.00</td>
+<td align="right">34.0</td>
+<td align="right">35.34</td>
+<td align="right">41.00</td>
 <td align="right">79</td>
-<td align="right">9.09</td>
+<td align="right">9.15</td>
 </tr>
 <tr class="odd">
-<td>PAY_0</td>
+<td align="left">PAY_0</td>
 <td align="right">-2</td>
-<td align="right">-1.0</td>
-<td align="right">0</td>
-<td align="right">-0.21</td>
+<td align="right">-1.00</td>
 <td align="right">0.0</td>
+<td align="right">-0.20</td>
+<td align="right">0.00</td>
 <td align="right">8</td>
-<td align="right">0.96</td>
+<td align="right">0.95</td>
 </tr>
 <tr class="even">
-<td>PAY_2</td>
+<td align="left">PAY_2</td>
 <td align="right">-2</td>
-<td align="right">-1.0</td>
-<td align="right">0</td>
-<td align="right">-0.30</td>
+<td align="right">-1.00</td>
 <td align="right">0.0</td>
+<td align="right">-0.29</td>
+<td align="right">0.00</td>
 <td align="right">8</td>
 <td align="right">1.04</td>
 </tr>
 <tr class="odd">
-<td>PAY_3</td>
+<td align="left">PAY_3</td>
 <td align="right">-2</td>
-<td align="right">-1.0</td>
-<td align="right">0</td>
-<td align="right">-0.32</td>
+<td align="right">-1.00</td>
 <td align="right">0.0</td>
+<td align="right">-0.30</td>
+<td align="right">0.00</td>
 <td align="right">8</td>
 <td align="right">1.05</td>
 </tr>
 <tr class="even">
-<td>PAY_4</td>
+<td align="left">PAY_4</td>
 <td align="right">-2</td>
-<td align="right">-1.0</td>
-<td align="right">0</td>
-<td align="right">-0.36</td>
+<td align="right">-1.00</td>
 <td align="right">0.0</td>
+<td align="right">-0.34</td>
+<td align="right">0.00</td>
 <td align="right">8</td>
-<td align="right">1.02</td>
+<td align="right">1.01</td>
 </tr>
 <tr class="odd">
-<td>PAY_5</td>
+<td align="left">PAY_5</td>
 <td align="right">-2</td>
-<td align="right">-1.0</td>
-<td align="right">0</td>
-<td align="right">-0.39</td>
+<td align="right">-1.00</td>
 <td align="right">0.0</td>
+<td align="right">-0.38</td>
+<td align="right">0.00</td>
 <td align="right">7</td>
 <td align="right">0.98</td>
 </tr>
 <tr class="even">
-<td>PAY_6</td>
+<td align="left">PAY_6</td>
 <td align="right">-2</td>
-<td align="right">-1.0</td>
-<td align="right">0</td>
-<td align="right">-0.41</td>
+<td align="right">-1.00</td>
 <td align="right">0.0</td>
+<td align="right">-0.39</td>
+<td align="right">0.00</td>
 <td align="right">7</td>
-<td align="right">1.01</td>
+<td align="right">1.02</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT1</td>
+<td align="left">BILL_AMT1</td>
 <td align="right">-165580</td>
-<td align="right">3703.0</td>
-<td align="right">23242</td>
-<td align="right">51740.70</td>
-<td align="right">69301.0</td>
-<td align="right">746814</td>
-<td align="right">72519.96</td>
+<td align="right">3731.50</td>
+<td align="right">23119.5</td>
+<td align="right">51474.20</td>
+<td align="right">68187.50</td>
+<td align="right">964511</td>
+<td align="right">72893.67</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT2</td>
+<td align="left">BILL_AMT2</td>
 <td align="right">-69777</td>
-<td align="right">3009.5</td>
-<td align="right">21507</td>
-<td align="right">49361.96</td>
-<td align="right">65911.0</td>
-<td align="right">743970</td>
-<td align="right">69874.35</td>
+<td align="right">3147.75</td>
+<td align="right">21842.0</td>
+<td align="right">49258.08</td>
+<td align="right">64624.75</td>
+<td align="right">983931</td>
+<td align="right">70471.89</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT3</td>
+<td align="left">BILL_AMT3</td>
 <td align="right">-157264</td>
-<td align="right">2784.0</td>
-<td align="right">20192</td>
-<td align="right">47129.19</td>
-<td align="right">61885.5</td>
-<td align="right">855086</td>
-<td align="right">67626.40</td>
+<td align="right">2861.50</td>
+<td align="right">20145.0</td>
+<td align="right">46918.80</td>
+<td align="right">60646.50</td>
+<td align="right">1664089</td>
+<td align="right">68518.18</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT4</td>
+<td align="left">BILL_AMT4</td>
 <td align="right">-170000</td>
-<td align="right">2339.5</td>
-<td align="right">18956</td>
-<td align="right">43285.52</td>
-<td align="right">55944.5</td>
-<td align="right">628699</td>
-<td align="right">63341.32</td>
+<td align="right">2350.25</td>
+<td align="right">18889.5</td>
+<td align="right">42696.05</td>
+<td align="right">54019.75</td>
+<td align="right">891586</td>
+<td align="right">63178.42</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT5</td>
+<td align="left">BILL_AMT5</td>
 <td align="right">-81334</td>
-<td align="right">1759.5</td>
-<td align="right">17778</td>
-<td align="right">40289.35</td>
-<td align="right">51114.5</td>
-<td align="right">823540</td>
-<td align="right">59920.99</td>
-</tr>
-<tr class="even">
-<td>BILL_AMT6</td>
-<td align="right">-209051</td>
-<td align="right">1246.0</td>
-<td align="right">16378</td>
-<td align="right">38737.75</td>
-<td align="right">49699.0</td>
-<td align="right">699944</td>
-<td align="right">58723.63</td>
-</tr>
-<tr class="odd">
-<td>PAY_AMT1</td>
-<td align="right">0</td>
-<td align="right">1171.5</td>
-<td align="right">2453</td>
-<td align="right">6198.06</td>
-<td align="right">5614.0</td>
+<td align="right">1777.00</td>
+<td align="right">17955.5</td>
+<td align="right">40211.11</td>
+<td align="right">50705.00</td>
+<td align="right">927171</td>
+<td align="right">60317.17</td>
+</tr>
+<tr class="even">
+<td align="left">BILL_AMT6</td>
+<td align="right">-150953</td>
+<td align="right">1244.25</td>
+<td align="right">16609.0</td>
+<td align="right">38741.84</td>
+<td align="right">49493.75</td>
+<td align="right">961664</td>
+<td align="right">59322.82</td>
+</tr>
+<tr class="odd">
+<td align="left">PAY_AMT1</td>
+<td align="right">0</td>
+<td align="right">1158.00</td>
+<td align="right">2423.0</td>
+<td align="right">6172.79</td>
+<td align="right">5556.00</td>
 <td align="right">505000</td>
-<td align="right">16898.19</td>
+<td align="right">16297.18</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT2</td>
+<td align="left">PAY_AMT2</td>
 <td align="right">0</td>
-<td align="right">1003.5</td>
-<td align="right">2251</td>
-<td align="right">6487.22</td>
-<td align="right">5310.5</td>
-<td align="right">1024516</td>
-<td align="right">20457.55</td>
+<td align="right">1000.00</td>
+<td align="right">2200.0</td>
+<td align="right">6503.24</td>
+<td align="right">5200.00</td>
+<td align="right">1684259</td>
+<td align="right">22660.15</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT3</td>
+<td align="left">PAY_AMT3</td>
 <td align="right">0</td>
-<td align="right">600.0</td>
-<td align="right">2000</td>
-<td align="right">5680.19</td>
-<td align="right">5000.0</td>
-<td align="right">417588</td>
-<td align="right">16879.70</td>
+<td align="right">500.00</td>
+<td align="right">2000.0</td>
+<td align="right">5478.54</td>
+<td align="right">5000.00</td>
+<td align="right">896040</td>
+<td align="right">17330.59</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT4</td>
+<td align="left">PAY_AMT4</td>
 <td align="right">0</td>
-<td align="right">390.0</td>
-<td align="right">1712</td>
-<td align="right">5282.70</td>
-<td align="right">4539.0</td>
-<td align="right">528897</td>
-<td align="right">16476.72</td>
+<td align="right">390.00</td>
+<td align="right">1700.0</td>
+<td align="right">5207.40</td>
+<td align="right">4566.00</td>
+<td align="right">497000</td>
+<td align="right">15667.78</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT5</td>
+<td align="left">PAY_AMT5</td>
 <td align="right">0</td>
-<td align="right">364.0</td>
-<td align="right">1737</td>
-<td align="right">5227.52</td>
-<td align="right">4555.5</td>
-<td align="right">426529</td>
-<td align="right">16154.69</td>
+<td align="right">371.00</td>
+<td align="right">1734.5</td>
+<td align="right">5216.92</td>
+<td align="right">4581.25</td>
+<td align="right">417990</td>
+<td align="right">15918.86</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT6</td>
+<td align="left">PAY_AMT6</td>
 <td align="right">0</td>
-<td align="right">300.0</td>
-<td align="right">1707</td>
-<td align="right">5771.20</td>
-<td align="right">4600.0</td>
-<td align="right">527143</td>
-<td align="right">18790.97</td>
+<td align="right">268.50</td>
+<td align="right">1663.5</td>
+<td align="right">5726.61</td>
+<td align="right">4500.00</td>
+<td align="right">528666</td>
+<td align="right">18707.41</td>
 </tr>
 </tbody>
 </table>
@@ -1277,9 +2604,9 @@ <h2>Step 3: Simple Analysis</h2>
 <p>Even though each independent variable may not differ across classes, classification may still be feasible: a (linear or nonlinear) combination of independent variables may still be discriminatory.</p>
 </blockquote>
 <p>A simple visualization tool to assess the discriminatory power of the independent variables are the <strong>box plots</strong>. A box plot visually indicates simple summary statistics of an independent variable (e.g. mean, median, top and bottom quantiles, min, max, etc.). For example consider the box plots for our estimation data for the repayment status variables, for class 1</p>
-<p><img src="data:image/png;base64,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" 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" width="960" style="display: block; margin: auto;" /></p>
 <p>and class 0:</p>
-<p><img 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" 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" width="960" style="display: block; margin: auto;" /></p>
 <p><strong>Questions:</strong></p>
 <ol style="list-style-type: decimal">
 <li>Draw the box plots for class 1 and class 0 for another set of independent variables of your choice.</li>
@@ -1302,7 +2629,7 @@ <h2>Step 4: Classification and Interpretation</h2>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">Estimate</th>
 <th align="right">Std. Error</th>
 <th align="right">z value</th>
@@ -1311,175 +2638,175 @@ <h2>Step 4: Classification and Interpretation</h2>
 </thead>
 <tbody>
 <tr class="odd">
-<td>(Intercept)</td>
+<td align="left">(Intercept)</td>
 <td align="right">-0.6</td>
 <td align="right">0.1</td>
-<td align="right">-4.7</td>
+<td align="right">-4.4</td>
 <td align="right">0.0</td>
 </tr>
 <tr class="even">
-<td>ID</td>
+<td align="left">ID</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">-0.5</td>
-<td align="right">0.6</td>
+<td align="right">-0.3</td>
+<td align="right">0.7</td>
 </tr>
 <tr class="odd">
-<td>LIMIT_BAL</td>
+<td align="left">LIMIT_BAL</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">-5.2</td>
+<td align="right">-3.6</td>
 <td align="right">0.0</td>
 </tr>
 <tr class="even">
-<td>SEX</td>
+<td align="left">SEX</td>
 <td align="right">-0.1</td>
 <td align="right">0.0</td>
-<td align="right">-3.1</td>
+<td align="right">-2.9</td>
 <td align="right">0.0</td>
 </tr>
 <tr class="odd">
-<td>EDUCATION</td>
+<td align="left">EDUCATION</td>
 <td align="right">-0.1</td>
 <td align="right">0.0</td>
 <td align="right">-4.2</td>
 <td align="right">0.0</td>
 </tr>
 <tr class="even">
-<td>MARRIAGE</td>
+<td align="left">MARRIAGE</td>
 <td align="right">-0.2</td>
 <td align="right">0.0</td>
-<td align="right">-4.9</td>
+<td align="right">-4.8</td>
 <td align="right">0.0</td>
 </tr>
 <tr class="odd">
-<td>AGE</td>
+<td align="left">AGE</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">3.9</td>
+<td align="right">2.8</td>
 <td align="right">0.0</td>
 </tr>
 <tr class="even">
-<td>PAY_0</td>
+<td align="left">PAY_0</td>
 <td align="right">0.6</td>
 <td align="right">0.0</td>
-<td align="right">29.6</td>
+<td align="right">29.1</td>
 <td align="right">0.0</td>
 </tr>
 <tr class="odd">
-<td>PAY_2</td>
+<td align="left">PAY_2</td>
 <td align="right">0.1</td>
 <td align="right">0.0</td>
-<td align="right">3.4</td>
+<td align="right">3.6</td>
 <td align="right">0.0</td>
 </tr>
 <tr class="even">
-<td>PAY_3</td>
+<td align="left">PAY_3</td>
 <td align="right">0.1</td>
 <td align="right">0.0</td>
-<td align="right">2.8</td>
+<td align="right">3.0</td>
 <td align="right">0.0</td>
 </tr>
 <tr class="odd">
-<td>PAY_4</td>
+<td align="left">PAY_4</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">1.3</td>
-<td align="right">0.2</td>
+<td align="right">-0.4</td>
+<td align="right">0.7</td>
 </tr>
 <tr class="even">
-<td>PAY_5</td>
+<td align="left">PAY_5</td>
+<td align="right">0.1</td>
 <td align="right">0.0</td>
+<td align="right">2.4</td>
 <td align="right">0.0</td>
-<td align="right">1.0</td>
-<td align="right">0.3</td>
 </tr>
 <tr class="odd">
-<td>PAY_6</td>
+<td align="left">PAY_6</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">-0.3</td>
-<td align="right">0.8</td>
+<td align="right">0.2</td>
+<td align="right">0.9</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT1</td>
+<td align="left">BILL_AMT1</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">-5.1</td>
+<td align="right">-5.2</td>
 <td align="right">0.0</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT2</td>
+<td align="left">BILL_AMT2</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">1.9</td>
-<td align="right">0.1</td>
+<td align="right">2.0</td>
+<td align="right">0.0</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT3</td>
+<td align="left">BILL_AMT3</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">1.4</td>
-<td align="right">0.2</td>
+<td align="right">0.6</td>
+<td align="right">0.5</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT4</td>
-<td align="right">0.0</td>
+<td align="left">BILL_AMT4</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">1.0</td>
+<td align="right">0.5</td>
+<td align="right">0.6</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT5</td>
+<td align="left">BILL_AMT5</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">-1.2</td>
-<td align="right">0.2</td>
+<td align="right">0.7</td>
+<td align="right">0.5</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT6</td>
-<td align="right">0.0</td>
+<td align="left">BILL_AMT6</td>
 <td align="right">0.0</td>
-<td align="right">2.1</td>
 <td align="right">0.0</td>
+<td align="right">-0.3</td>
+<td align="right">0.8</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT1</td>
+<td align="left">PAY_AMT1</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">-5.6</td>
+<td align="right">-5.8</td>
 <td align="right">0.0</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT2</td>
+<td align="left">PAY_AMT2</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">-3.8</td>
+<td align="right">-3.6</td>
 <td align="right">0.0</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT3</td>
+<td align="left">PAY_AMT3</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">-1.6</td>
-<td align="right">0.1</td>
+<td align="right">-2.3</td>
+<td align="right">0.0</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT4</td>
+<td align="left">PAY_AMT4</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
-<td align="right">-1.7</td>
+<td align="right">-1.6</td>
 <td align="right">0.1</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT5</td>
-<td align="right">0.0</td>
+<td align="left">PAY_AMT5</td>
 <td align="right">0.0</td>
-<td align="right">-2.6</td>
 <td align="right">0.0</td>
+<td align="right">-0.9</td>
+<td align="right">0.4</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT6</td>
+<td align="left">PAY_AMT6</td>
 <td align="right">0.0</td>
 <td align="right">0.0</td>
 <td align="right">-2.2</td>
@@ -1491,7 +2818,7 @@ <h2>Step 4: Classification and Interpretation</h2>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">Actual Class</th>
 <th align="right">Predicted Class</th>
 <th align="right">Probability of Class 1</th>
@@ -1499,61 +2826,61 @@ <h2>Step 4: Classification and Interpretation</h2>
 </thead>
 <tbody>
 <tr class="odd">
-<td>Obs 1</td>
+<td align="left">Obs 1</td>
 <td align="right">0</td>
-<td align="right">0</td>
-<td align="right">0.07</td>
+<td align="right">1</td>
+<td align="right">0.50</td>
 </tr>
 <tr class="even">
-<td>Obs 2</td>
-<td align="right">0</td>
+<td align="left">Obs 2</td>
+<td align="right">1</td>
 <td align="right">0</td>
-<td align="right">0.45</td>
+<td align="right">0.21</td>
 </tr>
 <tr class="odd">
-<td>Obs 3</td>
+<td align="left">Obs 3</td>
 <td align="right">0</td>
 <td align="right">0</td>
-<td align="right">0.25</td>
+<td align="right">0.18</td>
 </tr>
 <tr class="even">
-<td>Obs 4</td>
-<td align="right">1</td>
+<td align="left">Obs 4</td>
+<td align="right">0</td>
 <td align="right">1</td>
-<td align="right">0.56</td>
+<td align="right">0.89</td>
 </tr>
 <tr class="odd">
-<td>Obs 5</td>
-<td align="right">1</td>
+<td align="left">Obs 5</td>
 <td align="right">0</td>
-<td align="right">0.40</td>
+<td align="right">0</td>
+<td align="right">0.16</td>
 </tr>
 <tr class="even">
-<td>Obs 6</td>
+<td align="left">Obs 6</td>
 <td align="right">0</td>
 <td align="right">0</td>
-<td align="right">0.36</td>
+<td align="right">0.19</td>
 </tr>
 <tr class="odd">
-<td>Obs 7</td>
+<td align="left">Obs 7</td>
 <td align="right">0</td>
 <td align="right">0</td>
-<td align="right">0.15</td>
+<td align="right">0.18</td>
 </tr>
 <tr class="even">
-<td>Obs 8</td>
-<td align="right">1</td>
-<td align="right">1</td>
-<td align="right">0.52</td>
+<td align="left">Obs 8</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0.19</td>
 </tr>
 <tr class="odd">
-<td>Obs 9</td>
+<td align="left">Obs 9</td>
 <td align="right">0</td>
 <td align="right">0</td>
-<td align="right">0.12</td>
+<td align="right">0.16</td>
 </tr>
 <tr class="even">
-<td>Obs 10</td>
+<td align="left">Obs 10</td>
 <td align="right">0</td>
 <td align="right">0</td>
 <td align="right">0.24</td>
@@ -1567,15 +2894,16 @@ <h2>Step 4: Classification and Interpretation</h2>
 <p>One of the biggest risks when developing classification models is overfitting: while it is always trivial to develop a model (e.g., a tree) that classifies any (estimation) dataset with no misclassification error at all, there is no guarantee that the quality of a classifier in out-of-sample data (e.g., in the validation data) will be close to that in the estimation data. Striking the right balance between “overfitting” and “underfitting” is one of the most important aspects in data analytics. While there are a number of statistical techniques to help us strike this balance - including the use of validation data - it is largely a combination of good statistical analysis and qualitative criteria (such as the interpretability and simplicity of the estimated models) that leads to classification models that work well in practice.</p>
 </blockquote>
 <p>Running a basic CART model with complexity control cp=0.0025, leads to the following tree (<strong>NOTE</strong>: for better readability of the tree figures below, we will rename the independent variables as IV1 to IV24 when using CART):</p>
-<p><img src="data:image/png;base64,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" 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" width="960" style="display: block; margin: auto;" /></p>
 <p>The leaves of the tree indicate the number of estimation data observations that “reach that leaf” that belong to each class. A perfect classification would only have data from one class in each of the tree leaves. However, such a perfect classification of the estimation data would most likely not be able to classify well out-of-sample data due to overfitting of the estimation data.</p>
 <p>One can estimate larger trees through changing the tree’s <strong>complexity control</strong> parameter (in this case the rpart.control argument cp). For example, this is how the tree would look like if we set cp=0.00068:</p>
-<p><img src="data:image/png;base64,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" width="960" style="display: block; margin: auto;" /></p>
+<pre><code>## Warning: labs do not fit even at cex 0.15, there may be some overplotting</code></pre>
+<p><img 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" width="960" style="display: block; margin: auto;" /></p>
 <p>One can also use the percentage of data in each leaf of the tree to get an estimate of the probability that an observation (e.g., customer) belongs to a given class. The <strong>purity of the leaf</strong> can indicate the probability that an observation that “reaches that leaf” belongs to a class. In our case, the probability our validation data belong to class 1 (i.e., a customer’s likelihood of default) for the first few validation observations, using the first CART above, is:</p>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">Actual Class</th>
 <th align="right">Predicted Class</th>
 <th align="right">Probability of Class 1</th>
@@ -1583,64 +2911,64 @@ <h2>Step 4: Classification and Interpretation</h2>
 </thead>
 <tbody>
 <tr class="odd">
-<td>Obs 1</td>
-<td align="right">0</td>
+<td align="left">Obs 1</td>
 <td align="right">0</td>
-<td align="right">0.17</td>
+<td align="right">1</td>
+<td align="right">0.71</td>
 </tr>
 <tr class="even">
-<td>Obs 2</td>
-<td align="right">0</td>
+<td align="left">Obs 2</td>
+<td align="right">1</td>
 <td align="right">0</td>
-<td align="right">0.17</td>
+<td align="right">0.14</td>
 </tr>
 <tr class="odd">
-<td>Obs 3</td>
+<td align="left">Obs 3</td>
 <td align="right">0</td>
 <td align="right">0</td>
-<td align="right">0.17</td>
+<td align="right">0.14</td>
 </tr>
 <tr class="even">
-<td>Obs 4</td>
-<td align="right">1</td>
+<td align="left">Obs 4</td>
+<td align="right">0</td>
 <td align="right">1</td>
 <td align="right">0.71</td>
 </tr>
 <tr class="odd">
-<td>Obs 5</td>
-<td align="right">1</td>
+<td align="left">Obs 5</td>
+<td align="right">0</td>
 <td align="right">0</td>
-<td align="right">0.45</td>
+<td align="right">0.14</td>
 </tr>
 <tr class="even">
-<td>Obs 6</td>
+<td align="left">Obs 6</td>
 <td align="right">0</td>
-<td align="right">1</td>
-<td align="right">0.71</td>
+<td align="right">0</td>
+<td align="right">0.14</td>
 </tr>
 <tr class="odd">
-<td>Obs 7</td>
+<td align="left">Obs 7</td>
 <td align="right">0</td>
 <td align="right">0</td>
-<td align="right">0.17</td>
+<td align="right">0.14</td>
 </tr>
 <tr class="even">
-<td>Obs 8</td>
-<td align="right">1</td>
-<td align="right">1</td>
-<td align="right">0.71</td>
+<td align="left">Obs 8</td>
+<td align="right">0</td>
+<td align="right">0</td>
+<td align="right">0.14</td>
 </tr>
 <tr class="odd">
-<td>Obs 9</td>
+<td align="left">Obs 9</td>
 <td align="right">0</td>
 <td align="right">0</td>
-<td align="right">0.17</td>
+<td align="right">0.14</td>
 </tr>
 <tr class="even">
-<td>Obs 10</td>
+<td align="left">Obs 10</td>
 <td align="right">0</td>
 <td align="right">0</td>
-<td align="right">0.17</td>
+<td align="right">0.14</td>
 </tr>
 </tbody>
 </table>
@@ -1655,7 +2983,7 @@ <h2>Step 4: Classification and Interpretation</h2>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">Logistic Regression</th>
 <th align="right">CART 1</th>
 <th align="right">CART 2</th>
@@ -1663,148 +2991,148 @@ <h2>Step 4: Classification and Interpretation</h2>
 </thead>
 <tbody>
 <tr class="odd">
-<td>ID</td>
-<td align="right">-0.02</td>
+<td align="left">ID</td>
+<td align="right">-0.01</td>
 <td align="right">0.00</td>
 <td align="right">-0.02</td>
 </tr>
 <tr class="even">
-<td>LIMIT_BAL</td>
-<td align="right">-0.18</td>
+<td align="left">LIMIT_BAL</td>
+<td align="right">-0.12</td>
 <td align="right">0.00</td>
 <td align="right">-0.01</td>
 </tr>
 <tr class="odd">
-<td>SEX</td>
+<td align="left">SEX</td>
 <td align="right">-0.10</td>
 <td align="right">0.00</td>
 <td align="right">0.00</td>
 </tr>
 <tr class="even">
-<td>EDUCATION</td>
+<td align="left">EDUCATION</td>
 <td align="right">-0.14</td>
 <td align="right">0.00</td>
-<td align="right">0.00</td>
+<td align="right">-0.01</td>
 </tr>
 <tr class="odd">
-<td>MARRIAGE</td>
-<td align="right">-0.17</td>
+<td align="left">MARRIAGE</td>
+<td align="right">-0.16</td>
 <td align="right">0.00</td>
 <td align="right">0.00</td>
 </tr>
 <tr class="even">
-<td>AGE</td>
-<td align="right">0.13</td>
+<td align="left">AGE</td>
+<td align="right">0.10</td>
 <td align="right">0.00</td>
 <td align="right">0.02</td>
 </tr>
 <tr class="odd">
-<td>PAY_0</td>
+<td align="left">PAY_0</td>
 <td align="right">1.00</td>
 <td align="right">1.00</td>
 <td align="right">1.00</td>
 </tr>
 <tr class="even">
-<td>PAY_2</td>
-<td align="right">0.11</td>
-<td align="right">0.03</td>
+<td align="left">PAY_2</td>
+<td align="right">0.12</td>
+<td align="right">0.23</td>
 <td align="right">0.23</td>
 </tr>
 <tr class="odd">
-<td>PAY_3</td>
-<td align="right">0.09</td>
-<td align="right">0.04</td>
+<td align="left">PAY_3</td>
+<td align="right">0.10</td>
 <td align="right">0.06</td>
+<td align="right">0.07</td>
 </tr>
 <tr class="even">
-<td>PAY_4</td>
-<td align="right">0.04</td>
-<td align="right">0.04</td>
-<td align="right">0.08</td>
+<td align="left">PAY_4</td>
+<td align="right">-0.01</td>
+<td align="right">-0.05</td>
+<td align="right">-0.06</td>
 </tr>
 <tr class="odd">
-<td>PAY_5</td>
-<td align="right">0.03</td>
-<td align="right">0.04</td>
+<td align="left">PAY_5</td>
 <td align="right">0.08</td>
+<td align="right">0.06</td>
+<td align="right">0.07</td>
 </tr>
 <tr class="even">
-<td>PAY_6</td>
-<td align="right">-0.01</td>
-<td align="right">-0.03</td>
-<td align="right">-0.05</td>
+<td align="left">PAY_6</td>
+<td align="right">0.01</td>
+<td align="right">0.04</td>
+<td align="right">0.05</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT1</td>
-<td align="right">-0.17</td>
+<td align="left">BILL_AMT1</td>
+<td align="right">-0.18</td>
 <td align="right">0.00</td>
 <td align="right">-0.03</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT2</td>
-<td align="right">0.06</td>
+<td align="left">BILL_AMT2</td>
+<td align="right">0.07</td>
 <td align="right">0.01</td>
-<td align="right">0.02</td>
+<td align="right">0.04</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT3</td>
-<td align="right">0.05</td>
+<td align="left">BILL_AMT3</td>
+<td align="right">0.02</td>
 <td align="right">0.00</td>
-<td align="right">0.05</td>
+<td align="right">0.04</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT4</td>
-<td align="right">0.00</td>
-<td align="right">0.00</td>
+<td align="left">BILL_AMT4</td>
+<td align="right">0.02</td>
 <td align="right">0.00</td>
+<td align="right">0.04</td>
 </tr>
 <tr class="odd">
-<td>BILL_AMT5</td>
-<td align="right">-0.04</td>
+<td align="left">BILL_AMT5</td>
+<td align="right">0.02</td>
 <td align="right">0.00</td>
-<td align="right">-0.05</td>
+<td align="right">0.04</td>
 </tr>
 <tr class="even">
-<td>BILL_AMT6</td>
-<td align="right">0.07</td>
+<td align="left">BILL_AMT6</td>
+<td align="right">-0.01</td>
 <td align="right">0.00</td>
-<td align="right">0.05</td>
+<td align="right">-0.04</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT1</td>
-<td align="right">-0.19</td>
+<td align="left">PAY_AMT1</td>
+<td align="right">-0.20</td>
 <td align="right">0.00</td>
 <td align="right">-0.01</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT2</td>
-<td align="right">-0.13</td>
+<td align="left">PAY_AMT2</td>
+<td align="right">-0.12</td>
 <td align="right">0.00</td>
 <td align="right">-0.02</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT3</td>
-<td align="right">-0.05</td>
+<td align="left">PAY_AMT3</td>
+<td align="right">-0.08</td>
 <td align="right">0.00</td>
-<td align="right">-0.07</td>
+<td align="right">-0.02</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT4</td>
-<td align="right">-0.06</td>
+<td align="left">PAY_AMT4</td>
+<td align="right">-0.05</td>
 <td align="right">0.00</td>
-<td align="right">-0.01</td>
+<td align="right">-0.02</td>
 </tr>
 <tr class="odd">
-<td>PAY_AMT5</td>
-<td align="right">-0.09</td>
+<td align="left">PAY_AMT5</td>
+<td align="right">-0.03</td>
 <td align="right">0.00</td>
 <td align="right">-0.01</td>
 </tr>
 <tr class="even">
-<td>PAY_AMT6</td>
-<td align="right">-0.07</td>
+<td align="left">PAY_AMT6</td>
+<td align="right">-0.08</td>
 <td align="right">0.00</td>
-<td align="right">-0.01</td>
+<td align="right">-0.02</td>
 </tr>
 </tbody>
 </table>
@@ -1817,10 +3145,14 @@ <h2>Step 5: Validation accuracy</h2>
 <p>Selecting the probability threshold based on which we predict the class of an observation is a decision the user needs to make. While in some cases a reasonable probability threshold is 50%, in other cases it may be 99.9% or 0.1%.</p>
 </blockquote>
 <p><strong>Question:</strong></p>
-<p>Can you think of such a scenario?</p>
+<ol style="list-style-type: decimal">
+<li>Can you think of such a scenario?</li>
+<li>What probability threshold do you think would make sense in this case of credit card default classification?</li>
+</ol>
 <p><strong>Answer:</strong></p>
 <ul>
 <li></li>
+<li></li>
 </ul>
 <p>For different choices of the probability threshold, one can measure a number of classification performance metrics, which are outlined next.</p>
 <div id="hit-ratio" class="section level3">
@@ -1829,22 +3161,22 @@ <h3>1. Hit ratio</h3>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">Hit Ratio</th>
 </tr>
 </thead>
 <tbody>
 <tr class="odd">
-<td>Logistic Regression</td>
-<td align="right">81.86667</td>
+<td align="left">Logistic Regression</td>
+<td align="right">82.50000</td>
 </tr>
 <tr class="even">
-<td>First CART</td>
-<td align="right">82.36667</td>
+<td align="left">First CART</td>
+<td align="right">83.63333</td>
 </tr>
 <tr class="odd">
-<td>Second CART</td>
-<td align="right">82.53333</td>
+<td align="left">Second CART</td>
+<td align="right">83.40000</td>
 </tr>
 </tbody>
 </table>
@@ -1852,26 +3184,26 @@ <h3>1. Hit ratio</h3>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">Hit Ratio</th>
 </tr>
 </thead>
 <tbody>
 <tr class="odd">
-<td>Logistic Regression</td>
-<td align="right">81.02083</td>
+<td align="left">Logistic Regression</td>
+<td align="right">80.8750</td>
 </tr>
 <tr class="even">
-<td>First CART</td>
-<td align="right">81.95000</td>
+<td align="left">First CART</td>
+<td align="right">81.9625</td>
 </tr>
 <tr class="odd">
-<td>Second CART</td>
-<td align="right">83.13750</td>
+<td align="left">Second CART</td>
+<td align="right">83.1000</td>
 </tr>
 </tbody>
 </table>
-<p>A simple benchmark to compare the hit ratio performance of a classification model against is the <strong>Maximum Chance Criterion</strong>. This measures the proportion of the class with the largest size. For our validation data the largest group is customers who do not default: 2354 out of 3000 customers). Clearly, if we classified all individuals into the largest group, we could get a hit ratio of 78.47% without doing any work. One should have a hit rate of at least as much as the Maximum Chance Criterion rate, although as we discuss next there are more performance criteria to consider.</p>
+<p>A simple benchmark to compare the hit ratio performance of a classification model against is the <strong>Maximum Chance Criterion</strong>. This measures the proportion of the class with the largest size. For our validation data the largest group is customers who do not default: 2397 out of 3000 customers). Clearly, if we classified all individuals into the largest group, we could get a hit ratio of 79.9% without doing any work. One should have a hit rate of at least as much as the Maximum Chance Criterion rate, although as we discuss next there are more performance criteria to consider.</p>
 </div>
 <div id="confusion-matrix" class="section level3">
 <h3>2. Confusion matrix</h3>
@@ -1879,21 +3211,21 @@ <h3>2. Confusion matrix</h3>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">Predicted 1 (default)</th>
 <th align="right">Predicted 0 (no default)</th>
 </tr>
 </thead>
 <tbody>
 <tr class="odd">
-<td>Actual 1 (default)</td>
-<td align="right">38.39</td>
-<td align="right">61.61</td>
+<td align="left">Actual 1 (default)</td>
+<td align="right">34.66</td>
+<td align="right">65.34</td>
 </tr>
 <tr class="even">
-<td>Actual 0 (no default)</td>
-<td align="right">5.35</td>
-<td align="right">94.65</td>
+<td align="left">Actual 0 (no default)</td>
+<td align="right">4.05</td>
+<td align="right">95.95</td>
 </tr>
 </tbody>
 </table>
@@ -1913,7 +3245,7 @@ <h3>3. ROC curve</h3>
 <p>Remember that each observation is classified by our model according to the probabilities Pr(0) and Pr(1) and a chosen probability threshold. Typically we set the probability threshold to 0.5 - so that observations for which Pr(1) &gt; 0.5 are classified as 1’s. However, we can vary this threshold, for example if we are interested in correctly predicting all 1’s but do not mind missing some 0’s (and vice-versa).</p>
 <p>When we change the probability threshold we get different values of hit rate, false positive and false negative rates, or any other performance metric. We can plot for example how the false positive versus true positive rates change as we alter the probability threshold, and generate the so called ROC curve.</p>
 <p>The ROC curves for the validation data for the logistic regression as well as both the CARTs above are as follows:</p>
-<p><img 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" 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" width="960" style="display: block; margin: auto;" /></p>
 <p>How should a good ROC curve look like? A rule of thumb in assessing ROC curves is that the “higher” the curve (i.e., the closer it gets to the point with coordinates (0,1)), hence the larger the area under the curve, the better. You may also select one point on the ROC curve (the “best one” for our purpose) and use that false positive/false negative performances (and corresponding threshold for P(1)) to assess your model.</p>
 <p><strong>Questions:</strong></p>
 <ol style="list-style-type: decimal">
@@ -1926,23 +3258,23 @@ <h3>3. ROC curve</h3>
 <li></li>
 </ul>
 </div>
-<div id="lift-curve" class="section level3">
-<h3>4. Lift curve</h3>
-<p>The lift curve is a popular technique in certain applications, such as direct marketing or credit risk.</p>
+<div id="gains-chart" class="section level3">
+<h3>4. Gains chart</h3>
+<p>The gains chart is a popular technique in certain applications, such as direct marketing or credit risk.</p>
 <p>For a concrete example, consider the case of a direct marketing mailing campaign. Say we have a classifier that attempts to identify the likely responders by assigning each case a probability of response. We may want to select as few cases as possible and still capture the maximum number of responders possible.</p>
-<p>We can measure the percentage of all responses the classifier captures if we only select, say, x% of cases: the top x% in terms of the probability of response assigned by our classifier. For each percentage of cases we select (x), we can plot the following point: the x-coordinate will be the percentage of all cases that were selected, while the y-coordinate will be the percentage of all class 1 cases that were captured within the selected cases (i.e., the ratio true positives/positives of the classifier, assuming the classifier predicts class 1 for all the selected cases, and predicts class 0 for all the remaining cases). If we plot these points while we change the percentage of cases we select (x) (i.e., while we change the probability threshold of the classifier), we get a curve that is called the <strong>lift curve</strong>.</p>
-<p>In the credit card default case we are studying, the lift curves for the validation data for our three classifiers are the following:</p>
-<p><img 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" width="960" style="display: block; margin: auto;" /></p>
-<p>Notice that if we were to examine cases selecting them at random, instead of selecting the “best” ones using an informed classifier, the “random prediction” lift curve would be a straight 45-degree line.</p>
+<p>We can measure the percentage of all responses the classifier captures if we only select, say, x% of cases: the top x% in terms of the probability of response assigned by our classifier. For each percentage of cases we select (x), we can plot the following point: the x-coordinate will be the percentage of all cases that were selected, while the y-coordinate will be the percentage of all class 1 cases that were captured within the selected cases (i.e., the ratio true positives/positives of the classifier, assuming the classifier predicts class 1 for all the selected cases, and predicts class 0 for all the remaining cases). If we plot these points while we change the percentage of cases we select (x) (i.e., while we change the probability threshold of the classifier), we get a chart that is called the <strong>gains chart</strong>.</p>
+<p>In the credit card default case we are studying, the gains charts for the validation data for our three classifiers are the following:</p>
+<p><img src="data:image/png;base64,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" width="960" style="display: block; margin: auto;" /></p>
+<p>Notice that if we were to examine cases selecting them at random, instead of selecting the “best” ones using an informed classifier, the “random prediction” gains chart would be a straight 45-degree line.</p>
 <p><strong>Question:</strong></p>
 <p>Why?</p>
 <p><strong>Answer:</strong></p>
 <ul>
 <li></li>
 </ul>
-<p>So how should a good lift curve look like? The further above this 45-degree reference line our lift curve is, the better the “lift”. Moreover, much like for the ROC curve, one can select the percentage of all cases examined appropriately so that any point of the lift curve is selected.</p>
+<p>So how should a good gains chart look like? The further above this 45-degree reference line our gains curve is, the better the “gains”. Moreover, much like for the ROC curve, one can select the percentage of all cases examined appropriately so that any point of the gains curve is selected.</p>
 <p><strong>Question:</strong></p>
-<p>Which point on the lift curve should we select in practice?</p>
+<p>Which point on the gains curve should we select in practice?</p>
 <p><strong>Answer:</strong></p>
 <ul>
 <li></li>
@@ -1951,36 +3283,36 @@ <h3>4. Lift curve</h3>
 <div id="profit-curve" class="section level3">
 <h3>5. Profit curve</h3>
 <p>Finally, we can generate the so called profit curve, which we often use to make our final decisions. The intuition is as follows. Consider a direct marketing campaign, and suppose it costs $1 to send an advertisement, and the expected profit from a person who responds positively is $45. Suppose you have a database of 1 million people to whom you could potentially send the promotion. Typical response rates are 0.05%. What fraction of the 1 million people should you send the promotion to?</p>
-<p>To answer this type of questions, we need to create the <strong>profit curve</strong>. We can measure some measure of profit if we only select the top cases in terms of the probability of response assigned by our classifier. We can plot the profit curve by changing, as we did for the lift curve, the percentage of cases we select, and calculating the corresponding total <strong>estimated profit</strong> (or loss) we would generate. This is simply equal to:</p>
+<p>To answer this type of questions, we need to create the <strong>profit curve</strong>. We can measure some measure of profit if we only select the top cases in terms of the probability of response assigned by our classifier. We can plot the profit curve by changing, as we did for the gains chart, the percentage of cases we select, and calculating the corresponding total <strong>estimated profit</strong> (or loss) we would generate. This is simply equal to:</p>
 <blockquote>
 <p>Total Estimated Profit = (% of 1’s correctly predicted)x(value of capturing a 1) + (% of 0’s correctly predicted)x(value of capturing a 0) + (% of 1’s incorrectly predicted as 0)x(cost of missing a 1) + (% of 0’s incorrectly predicted as 1)x(cost of missing a 0)</p>
 <p>Calculating the expected profit requires we have an estimate of the four costs/values: the value of capturing a 1 or a 0, and the cost of misclassifying a 1 into a 0 or vice versa.</p>
 </blockquote>
-<p>Given the values and costs of correct classifications and misclassifications, we can plot the total estimated profit (or loss) as we change the percentage of cases we select, i.e., the probability threshold of the classifier, like we did for the ROC and the lift curves.</p>
+<p>Given the values and costs of correct classifications and misclassifications, we can plot the total estimated profit (or loss) as we change the percentage of cases we select, i.e., the probability threshold of the classifier, like we did for the ROC and the gains chart.</p>
 <p>In our credit card default case, we consider the following business profit and loss to the credit card issuer for the correctly classified and misclassified customers:</p>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">Predict 1 (default)</th>
 <th align="right">Predict 0 (no default)</th>
 </tr>
 </thead>
 <tbody>
 <tr class="odd">
-<td>Actual 1 (default)</td>
+<td align="left">Actual 1 (default)</td>
 <td align="right">0</td>
 <td align="right">-1e+05</td>
 </tr>
 <tr class="even">
-<td>Actual 0 (no default)</td>
+<td align="left">Actual 0 (no default)</td>
 <td align="right">0</td>
 <td align="right">2e+04</td>
 </tr>
 </tbody>
 </table>
 <p>Based on these profit and cost estimates, the profit curves for the validation data for the three classifiers are:</p>
-<p><img 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" 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" width="960" style="display: block; margin: auto;" /></p>
 <p>We can then select the percentage of selected cases that corresponds to the maximum estimated profit (or minimum loss, if necessary).</p>
 <p><strong>Question:</strong></p>
 <p>Which point on the profit curve would you select in practice?</p>
@@ -1994,25 +3326,25 @@ <h3>5. Profit curve</h3>
 <div id="step-6.-test-accuracy" class="section level2">
 <h2>Step 6. Test Accuracy</h2>
 <p>Having iterated steps 2-5 until we are satisfied with the performance of our selected model on the validation data, in this step the performance analysis outlined in step 5 needs to be done with the test sample. This is the performance that best mimics what one should expect in practice upon deployment of the classification solution, <strong>assuming (as always) that the data used for this performance analysis are representative of the situation in which the solution will be deployed.</strong></p>
-<p>Let’s see in our case how the <strong>hit ratio, confusion matrix, ROC curve, lift curve, and profit curve</strong> look like for our test data. For the hit ratio and the confusion matrix we use 50% as the probability threshold for classification.</p>
+<p>Let’s see in our case how the <strong>hit ratio, confusion matrix, ROC curve, gains chart, and profit curve</strong> look like for our test data. For the hit ratio and the confusion matrix we use 50% as the probability threshold for classification.</p>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">Hit Ratio</th>
 </tr>
 </thead>
 <tbody>
 <tr class="odd">
-<td>Logistic Regression</td>
-<td align="right">81.23333</td>
+<td align="left">Logistic Regression</td>
+<td align="right">81.16667</td>
 </tr>
 <tr class="even">
-<td>First CART</td>
-<td align="right">82.16667</td>
+<td align="left">First CART</td>
+<td align="right">82.43333</td>
 </tr>
 <tr class="odd">
-<td>Second CART</td>
+<td align="left">Second CART</td>
 <td align="right">82.70000</td>
 </tr>
 </tbody>
@@ -2021,30 +3353,30 @@ <h2>Step 6. Test Accuracy</h2>
 <table>
 <thead>
 <tr class="header">
-<th></th>
+<th align="left"></th>
 <th align="right">Predicted 1 (default)</th>
 <th align="right">Predicted 0 (no default)</th>
 </tr>
 </thead>
 <tbody>
 <tr class="odd">
-<td>Actual 1 (default)</td>
-<td align="right">37.52</td>
-<td align="right">62.48</td>
+<td align="left">Actual 1 (default)</td>
+<td align="right">34.69</td>
+<td align="right">65.31</td>
 </tr>
 <tr class="even">
-<td>Actual 0 (no default)</td>
-<td align="right">4.73</td>
-<td align="right">95.27</td>
+<td align="left">Actual 0 (no default)</td>
+<td align="right">3.68</td>
+<td align="right">96.32</td>
 </tr>
 </tbody>
 </table>
 <p>ROC curves for the test data:</p>
-<p><img src="data:image/png;base64,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" width="960" style="display: block; margin: auto;" /></p>
-<p>Lift curves for the test data:</p>
-<p><img src="data:image/png;base64,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" width="960" style="display: block; margin: auto;" /></p>
-<p>Finally the profit curves for the test data, using the same profit/cost estimates as we did above:</p>
-<p><img 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" width="960" style="display: block; margin: auto;" /></p>
+<p>Gains chart for the test data:</p>
+<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAB4AAAASmCAMAAAD4YUZCAAAA7VBMVEUA/wBVVVVVVXRVVZFVdHRVdJFVdK9VkZFVkcp0VVV0VZF0dFV0dHR0dJF0kZF0ka90kcp0r690r8p0r+WCalCRVVWRVXSRdFWRdHSRdJGRkXSRkZGRka+Rr6+Rr8qRr+WRysqRyuWRyv+vdFWvkVWvkXSvkZGvr5Gvr6+vr8qvysqvyuWvyv+v5f/KkVXKkXTKr3TKr5HKr6/Kyq/KysrKyuXK5crK5eXK5f/K///lr3Tlr5HlypHlyq/lysrlyuXl5a/l5crl5eXl5f/l/8rl///u5Nr/AAD/ypH/5a//5cr/5eX//8r//+X///8OX9OSAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nO3dbWPc1oEl6JT8MubaaWfX0drTzrpH1jqz3d7Iycbdsdl2ZuKMTUoR+f9/zrJeWawX8hYJ4B5cPM+HRCVRrBLPBY4BXFz86hoAGNyvan8AAJgiBQwAFShgAKhAAQNABQoYACpQwABQgQIGgAoUMABUoIABoAIFDAAVKGAAqEABA0AFChgAKlDAAFBBnQL+7W87/oa//NLxN6QDUkkklURSCTRAKI0UMADk+tWBtlXAANCzXx1oYAUMABUoYACoQAEDQAUKGAB6cmjy1ebPhvsYWxQwABNwaPLV5s8G/By3FDAAE9dIAbuNPZFUEkklkVQCWYijlOGbSCqJpJJIKoEUcCnDN5FUEkklkVQCPTGU+yZfbb7mSe/wWAp4EqSSSCqJpBLoyQX8cL0qYHojlURSSSSVQE5BlzJ8E0klkVQSSSWQAi5l+CaSSiKpJJJKIAVcyvBNJJVEUkkklUCPDKVk8tXmax/1Dk9lIQ4AGlQy+WrztT1+juMUMAATp4ABoAIFDABP9Yg2VcAA8ESnXPvd/J0ePsfDFDAADXlE/ypgAKhBAQNABY0UsNvYE0klkVQSSSVQYSiPOfW8+buP/6tPoIAnQSqJpJJIKoGKC/jxNaqA6Y1UEkklkVQCWQu6lOGbSCqJpJJIKoEUcCnDN5FUEkklkVQCKeBShm8iqSSSSiKpBHoglKdMvtp8j6d/i0dQwJMglURSSSSVQA8W8NPrUwHTG6kkkkoiqQRyChoA2qSAAaACBQwAhbqYfLX5Xt19qxMoYABGqIvJV5vv1dl3OoUCBmDiFDAAVKCAAaACBQwAD+hy8tXme3bxTS5nn6x/+cOHs9m7Lw6/umUhjkmQSiKpJJJKoJ1Qupx8tfmeHXyPt883BfxqtvDBoVdbFPAkSCWRVBJJJdA4VsJ6++lsXcDns2cvrq/+uHp999U2BTwJUkkklURSCTSKAn59NltX7PpQ+Hz2zve7r+5QwJMglURSSSSVQOtQepwp9dRvffXNbPbep6sCvlxV7U31frn76g4FPAlSSSSVRFIJtAqlj2u/a0/9zq/Pnv3L1ctVAZ/fXvz9ZPfVHQp4EqSSSCqJpBJoU8D9vcWTC/h3311vCvjVbeV+sPvqDgU8CVJJJJVEUgk0imvA15sC3hTxzcHv+z/ffbX60t+u/bK0/ha/eO2114O8nv9v0ufx2uvE1xc3funw+22/vqWAvfbaa6+99nr79U393p567vr73xq4gFeshAVAnIuL64uFXidfrSlgAJi72Bjk7RQwAMwtDoCX/z+ELgv49n6j1Szo7Vd3KGAAsiwOfEdbwPXuAwaAJ1ideF5c+h1jAddbCQsAHm994Xc5+WqEBVxvLWgAKHJx2PoPh/sgnRbwTdfO7jwNaeZpSFMmlURSSSSVIRzp3WMFPEAo3Rbw1Z0nAF95HvC0SSWRVBJJZQB7VXvsy1a/GF0BX1//8OFs9u6Lw69uKeBJkEoiqSSSSs8K7u3dW3djJAV8OgU8CVJJJJVEUune0XPMR+ytfKWASxm+iaSSSCqJpNKl49d3T6KASxm+iaSSSCqJpNKhrhaTVMClDN9EUkkklURS6ULH6zgr4FKGbyKpJJJKIqk82aPPNx996JECBoCHPP7Id4jHDh597yrvqoAB6Epn552HpYABGKenzXOuTgEDMEpPqt96Z54rfwQFDMATPeW4t+a1381nqPKuChiAx3vyieeA/lXAAIzOiK/83lLAAIzM2Kt3qZECdht7IqkkkkoiqZR46uLOS8Wnni3EUcrwTSSVRFJJJJUCT366wlLx5CsFXMrwTSSVRFJJJJWHVLjgq4BLGb6JpJJIKomkcp9Ka20o4FKGbyKpJJJKIqncp9J0ZwVcyvBNJJVEUkkkleM6K99Tb/xVwKUM30RSSSSVRFI5psOD31OXvlLApQzfRFJJJJVEUjmi5lobChiAqRr9UlcPUMAA5Ols5nPAos9HKGAA4nQ29znhsUdHKGAA4nQ4+aqjb9Q9BQxAmtYv/y4oYADCTKJ/FTAAYbro3+BTz2sKGIAsXRz/Bk++WmukgN3GnkgqiaSSSCpLXTxusDMW4ihl+CaSSiKpJJLKQifP++2MAi5l+CaSSiKpJJLKdd1lJw9RwKUM30RSSSSVRFLp8Li3q0u/CriU4ZtIKomkkkgqFZ96dIwCLmX4JpJKIqkkmnoqYSeflxRwqakP30xSSSSVRNNOJe3i74oCLjXt4ZtKKomkkmjSqYT2rwIGoDkXd3XzTfPX3dijgAEYzMW+br7xCFa+2qWAARhMyDIbERQwAENIWeMqhgIGoGdJa0zmUMAA9KzH8h3fpd8NBQxAb3o/8B3h5Ks1BQxAT5x4vk8jBTzp29hjSSWRVBI1m8qYu9dCHKWaHb6jJpVEUknUaCo912/P9aWASzU6fEdOKomkkqjJVMZ+7VcBl2py+I6eVBJJJVGLqfR+9rnvuVcKuFSLw3f8pJJIKomaS6WFiVcKuFRzw7cJUkkklURNpNLTEs/VKOBSTQzf5kglkVQStZDKYOU71G2/CrhUC8O3PVJJJJVELaQy2BHvUAtvKGAA4jVwxrkGBQzAU7RwxbcKBQzAU6jfR1LAADzaYEe/433mwlEKGIBHGvDs84ifenSMAgbgcVz8fRIFDMDjqN8nUcAAnKyN5a7qaqSAW7iNvT1SSSSVRGNMZbD+rXXp10IcpcY4fNsnlURSSTTCVIY79q01+UoBlxrh8J0AqSSSSqKxpTKJc88KuNTYhu80SCWRVBKNLJVpXPxVwKVGNnwnQiqJpJJoZKlMoH2vFXC5kQ3fiZBKIqkkGlcqAx3+1l53QwGXGtfwnQqpJJJKonGlMlgB121gBVxqXMN3KqSSSCqJxpTKFC7/LihgAKq72Fb7w7RDAQNwv0H7t7lnLhylgAG4z7BHvbWv/Q5IAQNwRIWzztPpXwUMwDGu+vZJAQOwy4yrAShgAO6oMuN5Qqee1xQwAGv1bjaa0OSrtUYKeEy3sU+HVBJJJVFQKk48r1mIo1TQ8GVDKomkkigiFRd971LApSKGLzukkkgqiRJS0b87FHCphOHLLqkkkkqiiFRqdW/qpV8FXCpi+LJDKomkkqhqKrXXeE6dfKWAS9mpJJJKIqkkqpeKZywcpYBL2akkkkoiqSSqlormPU4Bl7JTSSSVRFJJNHwqjnsfpIAB6FbIw31DL/0OSQEDTEnt4l1LnXw1IAUMMBHVj3q5QwEDtOCiWO1PyooCBmiB6h0dBQzQgNG0q0u/GwoYYNzGdXRr8tWGAgYYt3EVMBuNFLDFBRJJJZFUEj0lFd3bEwtxlLJTSSSVRFJJ9IhURji1amRnnhVwKTuVRFJJJJVEp6cyvvod3bVfBVzKTiWRVBJJJdGpqYypdzdG1r8KuJidSiKpJJJKopJU3NI7MAVcyk4lkVQSSSVRQSrad2gKuJSdSiKpJJJKoiOptFG6Yzv1vKaAS9mpJJJKIqkk2kulpWUkxzb5ak0BA0xKE51LGQUMkEP1TogCBgiheqdFAQMEaO7Qd6SXfoekgAHqa61+xzv5akAKGKAiM66mSwEDVNDMbUY8mgIGqEDx0kgBW1wgkVQSSaWuw0e8TaXSyqVfC3GUamr4NkMqiaRSz/Ezzk2l0srkKwVcqqnh2wypJJJKPcdPOEslkAIuZfgmkkoiqdTw0NVeqQRSwKUM30RSSSSVCh6cbSWVQAq4lOGbSCqJpFLBgzOdm0ilkUu/Gwq4VBPDtzlSSSSVgRXdadREKq1MvlpTwKWaGL7NkUoiqQyr7E5fqQRSwABjZp0NjlPAAD2ZxjpXbZ15HpICBujHRPq3sWu/A1LAAL2YRv82N/t5QAoYoAees8BDFDBA9zzoiAcpYIDOTaB9nXp+MgUM0Ln2+9fkq6drpIDdxp5IKomkMogTD4ClEshCHKUM30RSSSSV/j306IV9UgmkgEsZvomkkkgqvXvE9CupBFLApQzfRFJJJJXeXGyc/FdHlcpULv0q4FKjGr6TIZVEUunFxR0n//VRpTKVyVcKuNSohu9kSCWRVPrwyN7dkEogBVzK8E0klURS6d7Tl9yQSiAFXMrwTSSVRFLp1OPPOt8hlUAKGCBYF+07FhO59DskBQzwGBPq3oWpTL4akAIGOMlT5jvDLQUMcArtS0cUMMApNC8dUcAAxSZ46OvSb28UMECx6fWvyVf9UcAAZSbYvvSpkQJ2G3siqSSSyiP1OvFKKoEsxFHK8E0klURSeaReL/5mpjLxM88KuFTm8J06qSSSymP0fe45MpWpX/tVwKUih+/kSSWRVMpc7Or13SJTmXj/KuBikcN38qSSSCpFBq1fqURSwKUM30RSSSSVIgPPdpZKIAVcyvBNJJVEUikx9O1GUalM/dTzmgIuFTV8WZFKIqmUGPp236hUpj75ak0BAwxi0Gu+MKeAAfQvFShgYMqULtUoYGDC9O+GS7+DU8DAhGneDZOvBqeAgcly6EtNChiYLAVMTQoYmCrtS1WNFHDUbeysSCWRVDaCjn6rpuLS72EW4ihlp5JIKomkspZ0+rlyAWvgQxRwKTuVRFJJJJW1nPqVSiQFXMrwTSSVRFJZU8DcSwGXMnwTSSWRVFaCTkBLJZICLmX4JpJKIqmsJPVvnVRc+r2fAi5lp5JIKomkshR1AFyrgDXwfRRwKTuVRFJJJJWVpP6VSiIFDNCHqANgJkoBA1OTdAtwBc48p1DAwMRM/PGDrv3GUMDARFx4+O+c/o2hgIEJuLij9qeBOQUMTIDeJY8CBtqnfK9NvsqjgIHGOfhdMPkqTiMF7Db2RFJJNMVU8gt4kFT072ksxFFqijuVfFJJNLlU8tv3eoKpjIECLmX4JpJKoumkMqY5z9NJZUQUcCnDN5FUErWfysXF+G456jUVp54fRwGXan+nMkZSSdR+KqNq3pWeC1gDP4YCLtX+TmWMpJKo0VTGdsi7o9FUxk0BlzJ8E0klUZOpjO6U864mUxk7BVzK8E0klURNpjLS2r3VZCpjp4ABHjL2+u2JS7/xFDAwaqM//O2LyVfxFDAwagqYsVLAwIipX8ZLAQPjpX8ZMQUMjJj+3ePS72goYGC8HADvM/lqNBQwMFJjXXYDlhopYLexJ5JKooZSGe26V/saSqUdFuIoZfgmkkqiVlJpqH2v20mlKQq4lOGbSCqJGkllvMs+H9RJKi79dksBl2pkp9IYqSRqJJWGyneuowLWwF1SwKUa2ak0RiqJRp/KiJ95dNzoU2mRAi5l+CaSSqIRpzL2Zw7eY8SptEsBlzJ8E0kl0XhTabR7F56WijPPvVDApca7U2mZVBKNNZVWq3fpSam49tsPBQzQ8rFvB/TvaClgIJz2pU0KGIjl0JeWKWAglf69j1PPo6eAgVi69x4mX42eAgZSOfilaQoYCKV/aZsCBhK5+kvzGingsS4u0DapJBpLKtPq35NScel3GBbiKDWWncq0SCXRSFKZUvten1zAGngICrjUSHYqEyOVRKNIZVqHv9cjSWVqFHApwzeRVBKNIZWp1e84UpkcBVzK8E0klURjSGVq9TuOVCZHAZcyfBNJJVFwKu0+7vdBRam49DssBVwqeKcyYVJJlJvKhQK+n8lXw1LApXJ3KlMmlUShqUyydm+FpjJtChho3XSPe5k6BQzUpHyZLAUM1KR7H+LSb7MUMDCsix21P086k6+apYCBQe32rwJmqhQwMCSNCysKGBiOQ94TOPPcOgUMDEf9lnPtt3mNFLDb2BNJJVG1VFzwvcfBVPRvXRbiKGVXn0gqiSqkYsLVg2wrgRRwKcM3kVQS1Svgwd93RGwrgRRwKcM3kVQSDZOK+4xOcycVp54zjKyAr17ONt7/eev1/MUdCngSpJKo51T2bvLVvyV2ClgDJxh5Ab99roAnTSqJBirgXt+kPbaVQCMr4I3z2bM/3Pzf67O95l1RwJMglUS9paJ5n8C2EmikBfz6bPbJ/P8vZx8c+QoFPAlSSdR9Kk43P51tJdBIC/jV6pzz+bKHD7AQB7RB93bHpd/J6SHxy9nsy8UvXi1ORB+igKEJmrdDJl9NTveBX71cHQC/ff7Of3w2mz37Yv9CsAKG0XPcC0/TfQFvDoBfn60mQb/3/eYPf7v2y9L693/x2muvx/V668RzxOfx2uuRvL7VfQGvrwDPm/jZ19fXP5xt3YakgL32upXXF2Gfx2uvx/H6VucFfHPcuzwAvj6fvfP93d/ZcAoaRs7Z58649DtZnSe/rt0tr/ZuR1LAMFpmPXfM5KvJ6jr4q5f7N/+e7y2FpYBhtPQvdKPrAn77fO988xAFfOjsOrVJJdEJqRxa11n19sK2EmiAULou4Mv9M9AKeKqkkqgolWPVq397YlsJNMICvi3bq5erhbA2v7ilgCdBKolKUlG1g9i69GtbCTTCAt6acLWejnU521sRSwFPglQSFaSieoexNfnKthJofAW8fbT7+mz23nfXV/95tj8tSwFPglQSPZyKY9/h2VYCja+A78zBulwthfXB3lqUCngSpJLowVTUbwW2lUAjL+DrN1/dVPC7L/a/TAFPglQSFRTwIJ9jyvZ3u7aVQOMr4EIKeBKkkmg3FdOcB3dg4Q3bSiAFDPRLAQ/OwlesKGCYMnUL1ShgmCaHu1CZAoZJcr55cE49s0MBwySp3sF56hE7FDBMiLlWkEMBw3ToXwiigGE61C4EaaSA3caeSCpp5se9UhlcwaVfqQSyEEcpwzeRVLIszztLZXAFk6+kEkgBlzJ8E0kly/K6r1QSSSWQAi5l+CaSSog7066kkkgqgRRwKcM3kVQi7Ex7lkoiqQRSwKUM30RSSbB7x5FUBnPCuhtSCaSASxm+iaQSYO+GX6kM5oSVr6QSSAGXMnwTSaWSe58uKJVEUgmkgIGTebgvjIIChsYoXRgHBQztcNCbwEOPKKSAoRnOOkfw2EEKKWBohu6FMVHA0AoHvzAqChga4exzbc48cxoFDI1Qv5W59suJGilgt7EnksqQSo9/pdKbJ/SvVAJZiKOU4ZtIKgMqnv4slURSCaSASxm+iaQylFNuPpJKIqkEUsClDN9EUhnEiWtOSqVzHVz6lUogBVzK8E0klUGcOPlZKp3rYPKVVAIp4FKGbyKpDOHUuc9SSSSVQAq4lOGbSCoDOPneI6kkkkogBVzK8E0klQEo4CZIJZACBu5j8Y2KrLvBEylgGJWLu2p/nCmz8hVPpIBhNC721f5IwKMpYBgNlQstUcCQzPEuNEsBQyjnm0O59EtHFDBkUrqpTL6iIwoYIuleaF0jBew29kRSeaRezzhLJZFUAlmIo5Thm0gqj9TruWepJJJKIAVcyvBNJJXH6Pu6r1QercdLv1IJpIBLGb6JpHK6/uddSeXRepx8JZVACriU4ZtIKqfrf+qVVBJJJZACLmX4JpLKyQaY+SyVRFIJpIBLGb6JpHKqIe48ksrp+t9NSiWQAi5l+CaSyqkUcKQBFt6QSiAFDNNh6Y1QFr6iJwoYIlh2EqZGAUME/QtTo4ChHo86SubUMz1TwFCHRw2m89QjeqaAoQ61CxOngGE4jnmBDQUM/bs4oPZnAiprpIDdxp5IKhtBrSuVB1W49CuVQBbiKGX4JpLKWkLxrknlQRUmX0klkAIuZfgmkspSxIHvhlQSSSWQAi5l+CaaeiqZ13unnkomqQRSwKUM30QTTyWyfiefSiipBFLApQzfRNNMJfO499Y0UylScd0NqQRSwKUM30RTTCX/RqMpplKo4spXUgmkgEsZvokmmEps7d6aYCojIJVAChhGZAT1C+RQwPBE+aedgUQKGJ5G+46dhx5RiQKGU1nVuS0eO0glChhO5LEKQBcUMJxG4wKdUMBQxhFvc5x5pi4FDCWccm6Pa79U1kgBu409UUuptNO7LaXyREH9K5VAFuIoZfgmaiWVtg57W0mlLVIJpIBLGb6JmkilufPOTaTSHKkEUsClDN9ETaTSUvcuNJHK0wSdel6TSiAFXMrwTTTqVJo78l0bdSrdCJx8JZVACriU4ZtozKk027+jTqVdUgmkgEsZvolGnUp7zbsy6lSaJZVACriU4ZtoxKm0eOi7MuJUGiaVQDUK+Oqv3x7y7z93+a4W4iBYm6eeiZx9xaTtDci3z2eHvPN9l++qgMmlf5sVOPuKSVPAsNbsxCsg0fFT0F/NZs8+/rdvv/3vZ7NnXzgFTcs8XhAY3tEzMuez2f/x8+aXn3T7rgqYJJq3dc48E+nYwLyczT7YvHg1m33Z6bsqYIJo3ta59kumI+Py6uXs2R82r16fzd53CppG6d/m6V8yHRmYb59vT7u6+6oDCpgYTj0DdTRSwG5jTzSOVKZWv+NIZWqkEqjeSlhXL7cv+17O0k9BG76JxpDK9A5/x5BKV8Zz6nlKqYxGxaUoz7du/X3zvOtp0Ap4EuJTmeTM5/hUOjSeyVdTSmU0KhbwfD2O976e/+rqh7Ou1+FQwNOQnsok+zc+lWmSSqCaD2O4XK6A9dHif7dmRHdCAU9CcirTve83OZXpkkqgqk9Dev3pZh3K977r+F0V8CSkpjLtJa9SU5k2qQSq/DjCv3314U37vvvxXzp/VwU8CaGpTLd7F0JT6dRoLv1uTCGV0fE84FKGb6LQVCZcvnOhqXRqPJOv1qaQyugoYOiIhy0AYe4t4H98O38K0tXfO39XBczAPO0ISHNPAf/w4fI5wG+f50/CgvtpXSDN8QL+ZjEBelHA+bchwb0c9k7C6C79MnH3PQ949t7/c3ZTwPNlKbtdiVIBMzAFPAnjm3zFtB0br6/PZrMXNwe/8yWw7i4M3QUFzKDUL5DnWAG/ms0+uF4V8HxVrA86fVcFzGBMuwIyHX8a0vy676qAbw6Hw5+GBEeY9wyEuv95wKsC9jxgHiMiFeW7IyKVjo3/0m+LqYxevYU4FDBPl5CKo99dCal0bfyTr1pMZfTqFfDYTkEbvokCUtG/ewJSYY9UAlVcivLVbPbJpoDP4ydhGb6JAlLRv3sCUmGPVAJVLODL1Roc8wKePxo4/DYkwzdR5VRMvzqoqW1l7GeeN5pKpRUVC3h+7++zr+cFfPXHWf5CHIZvorqp6N/DWtpWxn/td62lVJpR82lIb5/PbsUvRWn4JqpdwDXfPVdL20oz/dtUKs2o+jjC+THwSv7DGAzfRFVT0b9H2FYSSSVQ5ecBv/lq/jykZx//pfN3tRAHPdO/QLo6p3AUMP1y9bdp7Zx6ZtqODeRv3vu6x3dVwPTl4sLsq+a1M/mKabt/IY6+KGB6cqGAgZG4fynKvihg+qJ5gZE4fgSsgBkXh77AqBy7lNL56pN3KGA6p3/b59IvbTk6oH84m733bz/19K4KmO7p3uaZfEVbjp2C/v3n/zzb5nGEnGzAVBz8FrOtJJJKoKrPA54pYJ5muFT0bznbSiKpBKpYwJ99dNevFTCnGvIIeLB3Gj3bSiKpBKq8FGV/FPAkDHkEPNQ7jd8Yt5X2L/2OMZXmKeBShm+ioVJx+vkUY9xW2p98NcZUmqeASxm+iRRwIttKIqkEUsClDN9EA6Wifk9iW0kklUD1Cvjq95/f9bufu3xXBTwJA6Ri+vPJbCuJpBLIbUhwLwXctOYv/TJxCpgRU75ta3/yFdN2bHz/46e1P381e/bip793+q4KmC7oX2DESv4D8/XZ7EW376qA6YQCBsar6AzP+ezZHzp9VwXM07n82y5nnpmEooF+cwjc7bMJFTBPZfpVw1z7ZRqKxvnb5yZhkUX9tkz/Mg2lR8AKmCjqFxi7wmvAs/ctxMGp+krlwunnJ7CtJJJKoIilKK9++uNsln4N2PBN1HUqF9u6/dYTkrytTPfUc3Iqk5WzElb6LGjDN1FvBdztt52Y5G1lupOvklOZrJgCfpZ+H7Dhm6jbVBRvN2wriaQSqGIBf/bRrV9/0e06WAp4IjpJxVnnjtlWEkklUMQ14D4o4EnoIhX92zXbSiKpBFLApQzfRN0U8NO/B9sSt5XJXvrdSExl8io+D/iv3/771o1Hf/3TF25D4lQdpOLAt3OJ28p0J1+tJaYyeVUnYW0tvWElLCrRv0CzFDCxXPgFWrZfwP/5+Y1/Pps9+6fP1z6dKWCGZeIV0Lr9An59NjsgfCUsWqN+p2Dyl36ZuAMbwKsD/ftepwfACph7Kd+JMPmKaTsw/q++/fbbP5/Nnv3btxs/dfyuCph9lnoGJqVoElbnFDB71C8wLWX3AXdNAbNH7QLTYiUsenNSKo57B5Kwrbj0uyshFXbUXory6m89XP+dU8CTcFoq+ncYCduKyVe7ElJhR90C/vHT1RToX3/X9bsq4EkoTMWF30HZVhJJJVDNAr56uXUX0icdv6sCnoSyVPTvsGwriaQSqGYBz+8GfvZP//rt//fPPTSwAp6EolRU78CqbivOPB9hDxaoYgFf3rTub5bzoK++uaniP3T6rgp4EkpS0b9Dq7mtuPZ7jD1YoIoF/Gp79clX8UtRGr6JClJx7nlwdQu43ntnswcLVPVxhFsHva/PZu97HjCnKjoC7v9jcIdtJZFUAnkeMG1z/AtM17GVsF4qYPrm/PNUOPUMhxzbMM5nsy83Ly7jrwEzQvp3Mky+gkOObRdvP529s15/4+7hcBcUME4/AxN3fCGOr2bPXix+9ebTru9CUsB4+AIwdccmYX320UfzBTjeXf7fs4+Wft3RgbACnjznn4GpOz4L+pCuzkQr4MlTwFPg0i/cRwFTgfadBpOv4D6eB0xvDqfi0Qt12VYSSSVQ7ecB90YBT8LBVPRvZbaVRFIJpIBLGb6JjhTw4J+DbbaVRFIJFFTAP1kLmlPtp+Lot74hthWXfk9lDxaoagFf/fnztY8+TF+K0vBNdLiAa3wSbg1TwBr4NPZggWoW8OVZL/OflxTwJOylon0D2FYSSSVQxQJ+fbd/Zx87BXn4+hEAACAASURBVM2pdlPRvwlsK4mkEqhiAZ/PS/fPz2fP/tufPp3Nnn155MseSQFPwk4qTj9HsK0kkkqgegV89XI2++T6+tXimUg3Zfx+pwfAFuKYJP3bPJd+4RTHV8KaP4DhfFHD8zbu9hBYAU+P+VcTYPIVnOJ4Ac+nXa0eBOx5wDyV/gW46/4Cfn22OPl886rbc9AKeEIuLix+BbDv+DXgeQGvmndVx91RwBNwsaP256FHzjzDIxzbcF4trgHf9rAC5kSadzpc+4XHuOc2pPll3+U06Muup0Er4PYp3gnRv/AYxzac+QOBb0r3pnrf+cv/fG4SFqdw4AvwoONLUS6Wn5zfgTQ3Px/dIQtxNG195lkqiaSSSCqBqj6M4cdPF5d/P13074tu31UBN2199CuVRF2m4tRzV2wrgSIeR/jj559/8feO31UBN00BJ+u2gDVwN2wrgSIKuA8KuE07E5+lkkgqiaQSSAGXMnwj7Nx4JJVEUkkklUCVC/jqf8zvPXr7X/+12ycxXCvgRu3OfJZKIqkkkkqgqgX85rPl6hvz5zL8S8fvqoAbc3jJDakk6iIVl367ZlsJVLOAL89mmwJePBOpSwq4LUfWvJJKom4KWAN3y7YSqGIBv77p32e/WZx7/sc3+fcBU5FVNwAe4fha0FurT76yEhZHWfYK4DGOPw1p66B39VTC7ijglmhfgEe4/3nAB191QAE3wuOOpsWlX+iSAubRPG5waky+gi4dPwU9fw7hiscRcoDyBXiCe54HvLkIPJ8R3e19SAq4BeoX4Anuex7w7OOvf/rpp79+Nev6AFgBN0EBAzzB0Us688PejY5vA7YQRxMeLGCpJHpMKi799s22EqjuUpRfbfr3464Xg1bA41dwAVgqiR5XwBq4X7aVQLUfxvDX33/++ee/+7rzZzEo4PErmYAllURSSSSVQB5HWMrwHVrJBWCpJJJKIqkEUsClDN+BFU3Akkqik1Jx5nkgtpVACriU4TussgnQUkl0Siqu/Q7FthJIAZcyfIelgMfrtALu73OwzbYSSAGXMnwHVXgHsFQSSSWRVAIpYAJZgRKgAwqYUyng5jn1DENQwJxG/U6AyVcwBAXMSfQvQDcUMOU8/hegMwqYYhcKGKAzCphiyrd1Lv3CkBQwxRRw60y+giE1UsBuYx/CqQUslURSSSSVQBbiKGX4DuDkA2CpJJJKIqkEUsClDN+ePWr6lVQSSSWRVALVKOC3z2eHvPN9l++qgEfmcfOfpZLoUCou/dZmWwmkgEsZvv163PQrqSQ6XMAauC7bSqAqp6DffKqAueuRd/9KJZFUEkklUJ1rwFcvZ7NP+n1XBTwuj7z/SCqJpJJIKoEqTcKaN/CXvb6rAh6TR69+JZVEUkkklUC1ZkG/ff7IU87z6l54/+fF6x8+nM3efbH/dRbiGIkLq082zaVfqOnwBnj5yJPQmxlcywJ+tXzxwd7XKeCR0L9tM/kKajq8/d0cyT7qEPj12erQd+F89uzF9dUfD5S5Ao7n2BegX0f+A/j155//v4/4bpfbR7s3h8OL5j3fL3MFHO5C/wL0rNszUOfbB7uXq+K9KeLdKV0KOJzubZwzzxCg2w3x1bM/3L44Xx8Ov9o7B62As6nfxrn2Cwk63Q7fPn/nPz6bzZ59sZqCtSng3WlYCjiYU8/t07+QoNMN8fXZahL0e98vJnKtDnzPZ5upWb9d+2Vp/Td/8Trl9eLab9Dn8dprr71u6vWtTgv48ubo9+vr6x/O5o2rgMf5enH4G/R5vO749fx/kz6P116nvv6l4+93vafTAl7Pd745Ev7ycAGvWAkrU8dTn6US51dSySSVQAOE0s+1oPlVXwU8Ol3feySVNPPJV1JJJJVAoy3geeUq4LHpfPKVVNL8yhFwKKkEGnUB3959NMAsaMP36bqf/SyVRFJJJJVA4y7gIe8DNnyfqo+bj6SSSCqJpBJoZAW8Oem8/MWQK2EZvk/Vx82/Ukmxfd+vVBJJJdDICngzC/pyNl8Ra8i1oA3fJ+pl7Q2ppNhe+UoqiaQSaGwF/Pps9t5311f/ebY8+Xw+m3ka0jhY+wpgaA8W8A9ns9nH3xV+t8vVUlgfLGY9X3ke8EhYfBJgcMcL+MdP52eOzxcVuv2MhXu9+eqmgt99sX75w4fbr24p4CQWfwao4GgB3zTvTQGvV3feu4r7NAo4iAf/tstDFyDZsQ103rw3rbuo4auXBy7jPokCDqJ92+Wxg5Ds2PZ507zLByrMr+BeHrqO+xQKOEPHS08CUO5IAd807/y67/w4+MvFDUXdnoNWwAEuul76GYATHCngVeWez9Z39Crg5ihfgJruL+BXy+lX+QXsNvZTDdG+Uqnlvku/UkkklUD1FuJYVu7qEvD8TPTu84yeRgHXczHcqWep1HLf5CupJJJKoHoFPK/eL9eXgOcHwuGTsAzfUgP2r1QiSSWRVAJVXIryfDZ77y//9+IM9Hwxyb3HKTyNAq5myOu+UkkklURSCVSxgN8+X67A8cnyV90eACvgagadeCWVRFJJJJVANR/GsFwD6/2fFwX8m06vACvgaoad+CyVoZWsuyGVRFIJVPVpSFc/fv67v9z8/9v/8+O/dP2uCriOgW88ksrQSla+kkoiqQQa2+MIiyngKoa+81cqiaSSSCqBFDAdsvAGQJBunwdcSgHXoH/b5ZkLMEIdPw+4kAKuwAFwuzz1CMbI84CnYFG9+rdd+hfGyPOAp+Cmex3/AmTxPOAp8NhBgDieB9y85eGv/m2RU88wZp4H3Dznn9tl8hWMmecBN69eAUslkVQSSSWQ5wGXMnyPq3cBWCqJpJJIKoE8D7iU4XucAmabVBJJJZDnAZcyfI+rdwFYKn15yqVfqSSSSiDPAy5l+B4yb96adyBJpS9PmXwllURSCeR5wKUM30Nq34AklURSSSSVQJ4HXMrwPWRRwBXfXyqJpJJIKoE8jrCU4bvnYqXiR5BKIqkkkkogBcxjXQQUMF2z7ga0pHSD/in7PmB2ad4WWfkKWnLPNeA/f7720YfpK2Gxw6EvQLijBXy5ehLwrI8HAivgnulfgHT3PQ9428dOQY+J/gVId89KWLOP//x89uy//enT2exZtwthKeC+KeC2uPQLLbpnLehPFotAf7ko426fxaCA+2Xyc2tMvoIWHX8a0vxBwOeLGl4+maFLCrhX+hcg3/3PA75crgJ96WlIo5LSv1JJJJVEUglU+3nA6wcB37zyPOAxUcCt6OHMs1QSSSVQ1ecBzwt41byrOu6OAu6VI+BW9HHtVyqJpBKo4lKUrxbXgG97WAGPR0r/SuXJ+ph7JZVEUglUsYDPl5d9l9OgL7ueBq2Ae5QzBUsqiaSSSCqBKhbw/CnAN6V7U73v/OV/PjcJa0Ri+lcqkaSSSCqBaj4N6XKx/OT8DqS5+fnoDingvkQ9AEkqj9Xnbb9SSSSVQFUfR/jjp4vLv58u+vdFt++qgHsS1b9SebQ+F96QSiKpBIp4HvCPn3/+xd87flcLcfQkqH0BuFedFe4UcB+ijn4BuJ8Cbob+BRgTBdwK9dsAz1yAKdnb4Of3Hx0QvhAHLv+2wFOPYEoUcCMcAAOMy34Bf/bRIb9WwNFcAAYYGdeA26B+AUamkQKe9G3sF1nLb9yadConGfLSr1QSSSVQxEIcfVDAHbpQwKM35OQrqSSSSqDKBXz1P+aPQHr7X/+10ychzSngDkV278KUU8kllURSCVS1gN98tpz6/Pb57Nm/dPyuCrg7mQe/CxNOJZhUEkklUNWnIZ3NNgU8m33S7bsq4M6Enn1emG4qyaSSSCqBKhbw65v+ffabxbnnf3zjcYS5cut3yqmUqrHuhlQSSSVQxQJ+NZu9//PWiw86fVcF3JXg498Jp1KsxspXUkkklUD1Cvjq5fZB783h8PudTsRSwJ1Inf28Ns1U0kklkVQC1Svgt8+3F5+8+6oDFuLoRHj/AnAPBTxiCni0PHMBuOcU9OzLzavLWfop6GlSwGPlqUfA8f8SP9+a+TyfEd3tfUgKuAvqd7T0L3C8gBd3/3789U8//fTXr2ZdHwAr4C44/gUYs6P/JT4/7N3o+DZgBdwB9QswavcsRfnVpn8/7noxaAX8ZPp3jJx6Bm7d+zCGv/7+888//93XnT+LQQE/yUXu84+4n8lXwC2PIxyZixHV73RSGROpJJJKIM8DLjWd4TuS7l2YTipjIpVEUgmkgEtNZPiOqX2vJ5PKyEglkVQCKeBSUxi+oznzvDGFVMokXfqVSiKpBFLApaYwfMdWv9NIpUzS5CupJJJKIAVcagrDd3T9O4lUxkcqiaQSSAGXan34zstXAdMFqSSSSiAFXKr14bss4Nqf4lStpzJOUkkklUBVCviq9/e0EMfJRjf/ioWgS79AnL0dxNXLjp/9e4gCPpH+HaekyVdAmr39w9vn8wJe/m9vFPCJFDBAaxTwKChggNYcKuDZlwo4jP4FaM3+JapXs9ns3Q/n//PRll93WscKuNyievXvuLj0Czxsf0dxOTuk2+NhBVxOAY+QyVfAww7sJ378UAEHmXevM9AAzTnyH+pjuwbc8G3sIy7ghlMZMakkkkqgeithKeAYo1wDa6nhVI4ZwZnnCaYyAlIJVK+Ar37/+e9+7u9dFXCR1eXfsfZvo6ncZwzXfqeXyhhIJZC1oEs1OXwv1vOvFPBYjKB/J5jKGEglUO0C/se3N/79792/qwIuceEImO5JJZFUAtUt4B/Ws6Gfvej6XRVwiU0B1/4gj9VkKqMnlURSCVS1gL/ZugnpNx1fD1bAJS7Gfgtwk6kcNIZTz2vTSWVMpBKoZgGfzw99P/722z9/dXbzqw+6fVcFXGL5EGAFPAJjmHy1Np1UxkQqgSoW8OuzzXHv1c2x8LM/dPquFuIocXHhMcAAzTpWwK+2j3pfdX0IrIBLqF+Ahh27D/jl9kHvzeHw+51eBVbAJfQvQMOKVsLqfF0sBVxCAccb0aVfII4CzqV/441p8hWQxinoXPoXoGEmYcVyAAzQsmMFfDmbzdYLYP1w8+svO31XBfww/QvQtKOXsG6Oemfv/dtPP/30508txFHF+Pu3xVSWxnzpt91UxkwqgWquhHX1cmspym6vACvgEg0cADeYysqYJ1+1m8qYSSVQ1bWgrzaLQT/reiloBfygJk5AN5dKE6SSSCqBaj+O8K+///zzz3/3792/qwJ+QBu3ALeWShukkkgqgWoXcG8U8P2aqN/mUmmEVBJJJZACLtXS8G3nEQwtpbI04ku/G+2l0gKpBFLApRoavs3Ub1OprIx58tVae6m0QCqBFHCphoZvK+173VQqDZFKIqkEUsDT08zhLwD3UsBp9G+i8Z95BuIo4CwOgCO1cO0XSKOAk7Qz/6ox+hfongJOon8BJkMBB1G/ANOhgGM4/M3j1DPQn4d2MFd//fbbf+/6WQwKeNu6dxVwHpOvgP7cv3+5+mr5PKSPPY6wP6vebbB+x5xKu6SSSCqBai/E8fb5+omE733f6bsq4C3z5m1z+vOYU2mXVBJJJVDtAn41e/b1zbHv1Y9ns086fVcFvEUBMySpJJJKoMoFfPXy2R+Wv3p99n6nJ6EV8JaGnr6wY7yptHzpd7yptEwqgaoU8N83v3r7/J3vd3/VDQW8pdn+HXEqLU++Gm8qLZNKoBoF/Pb5b37e/HL25fJXlzNHwL1ptn9HnUq7pJJIKoHqFPDs2Rertn01e/bip+vrf/xwNvug03dVwLfaPQAecyoNk0oiqQSqcgr66pvZTe8ufmkW9ACard9Rp9IwqSSSSqBKk7DefHXTuF/PfzUv41HcBzxiDRfw+DR86ReIc3iH8+bTmwr+bvHLv3377U+dv6sC3mj3BPQYtTz5CkhzbH/z400Ff/xdX++qgDf0L8A0Hf8P/h/OZrPfdL4K9JIC3lDAANN0zxm3qz+d3U6I7pYC3lDAANN07yWvq29uKvhFDxWsgNf0bwSXfoHhHdzx/O2/f/75//WX+a9uJ0R3SgEvmYEVwuQrYHgH9juvP13d+7uYg/Xms5tf/aXjd1XACw2vwQHAA/YL+PXZbPbso49uGni1/nMPE6ItxLHQev2OM5XWSSWRVAJVWYjj1ez95aHvy836kzcV7GEMnWv/+HcEqUzwzPMIUpkgqQSqsxb07TMIN6179cP/poA7ddO9zffvCFKZ4rXf/FSmSCqB6hRwX88g3KKA2z/8vR5DKhPs3xGkMkVSCVSjgK9e9vUMwi0KeAr9O75UJkEqiaQSqMo14PPZ7ONvf/rpr1/NZp/09a5TLuBV806gf8eUyoRIJZFUAtV5HOHL9TMIezsAVsCTOAAOTmWKp57XclOZMqkEqvQ4wvkq0LO+VqFcmHoBT6N/g1OZ4uSrtdxUpkwqgSoV8I2fun8E4bYpL8QxifnPADykzoHA5Au49ocAoDYFPKTl6WcFDIACHpQCrmzCl36BOAp4SKsJWPq3lilPvgLSKOAhTWgGNAD3U8BDMgMagBUFPKQL558BWGqkgEdyG/vE+jcnFZd+b+Wkwi2pBKq3EEfPFPAk5KRi8tWtnFS4JZVACrjUSIbvtPp3LKlMjFQSSSWQAi41kuGrgKlOKomkEkgBlxrJ8J1W/44llYmRSiKpBFLApUYyfBXwwFz63Vc/FfZJJZACLjWO4TuxM9ABqZh8ta9+KuyTSiAFXGoUw3dq/TuOVCZHKomkEkgBt2Ry/QvAPRTwUPQvAFsU8EAmtgZHZS79AvkU8DDU76BMvgLyKeBh6F8A7lDAQ3D+GYAdCngAnkI4GGeegdFQwAPQvkNx7RcYj0YKOPs29qkW8PCp6N+HZW8rUyWVQBbiKBU9fCd7/jk6lcmSSiKpBFLApaKH71T7NzuVyZJKIqkEUsClQofvsnoVcO+cei4Xuq1MnFQCKeBSocN3Ub2TPQM9aAFr4FKh28rESSWQAi4VOnxXBVz7Y9QSmsrESSWRVAIp4FKhw3fevdM9AE5NZeKkkkgqgRRwqdDhe9O9E+7f1FQmTiqJpBJIAY/Zon1v/q/252iZS7/AeCng3iwLeMIHwAMw+QoYLwXcm4sLa0ADcIwC7s2yfhUwAIco4N44AgbgOAXcG/3bH5d+gfFTwL1RwP0x+QoYPwXcG/0LwHGNFHDibewKODEVpJJIKoEsxFEqcfi6CTgxFaSSSCqBFHCpxOE7+QPgHlJx6ffpErcVpBJIAZcKHL76t5cC1sBPFbitIJVECrhU4vCdev1mpoJUEkklkAIulTd8Hf8mpoJUMkklkAIuFTd89e91p6k489yZuG2Fa6lEUsCl0oav/p3rLhXXfruTtq0wJ5VACnis9G+39C/QHgXcBwfAADxAAffAHUgAPEQB90D9dsWpZ6BdCrgHCrgrJl8B7VLA3XMCGoAHKeDu6V8AHqSAO+cAGICHNVLAQbexmwK98fhUXPrtT9C2woZUAlmIo1TO8FW/t55SwBq4LznbCrekEkgBl4oZvvp3S0wqbJFKIqkEUsClUoav88/bUlJhm1QSSSWQAi4VM3zV75aYVNgilURSCaSAS6UMX8e/205PxaXf/qVsK2yTSiAFXCpk+OrfOx5TwBq4byHbCndIJZACLpUyfBXwtpRU2CaVRFIJpIBHxhEwAIUUcIf0LwClFHCXFPAjufQLTI8C7pAj4Mcy+QqYHgXcHf0LQDEF3BmLYAFQTgF3Rv8+gjPPwGQp4K44AH4E136B6WqkgBNuY9e/ux5ORf8OL2FbYZdUAlmIo1TA8HUAvCcgFfZIJZFUAingUvWHr/7dVz8V9kklkVQCKeBSAcNXAe85nopTz/UEbCvskUogBVyq/vB1BLzvvgLWwLXU31bYJ5VACrhU9eGrfw+ongoHSCWRVAIp4FL1h68C3lc/FfZJJZFUAingUtWHryPgA6qnwgFSSSSVQAp4LPRvGZd+AdYUcBesglXI5CuANQXcBf0LwIkUcAf0LwCn6riA33x1Npu9++LnxYurl7Ol93/e+bK2Clj/AnCybgv4/E7jvn0+iQJ2AfhhLv0C7Op0x3g5m/3m79dX/3k2+2D+8vXZXvOuNFbAtT9BPpOvAHZ1ul98tSzemwPhZ3+4nvfxB0e+sKUCdgAMwCN0WcBvn8++3P7F+eyTI1/Z0EIcFwr4KIsLJJJKIqkEGutCHKsCfrU4Dj6kqQKu9c757FQSSSWRVAKNtYBfn80L+O3zd/7js9ns2Rf7F4LbKWDHv/f45ReXfvPY1SeSSqCxFvD57J3vFzW89N73mz/57dovS+vf/2W0ry/CPk/W6/Xkq5TP4/Vyr5L0ebz2OvX1Lx1/v+s9fRTwTfPOL/5e3hz9fn19/cPZ1m1IzRXwhQL2elyvFbDXXpe9HmUBv/102bjL4+D1Cek7GjkFbQLW/eqkwv2kkkgqgQYIpfsCvno525l89WrvdqQ2CvhCAR+1GFd2KomkkkgqgcZYwDfHv7uTn8/3lsJqpYArvOk4LK/92qkkkkoiqQQaYQG/eb7Xv0MUcBUK+CiznwEe0vGO8vXZ7J3vdn+z0QJ2/hmAx+u2gG/6d3PP0dXL1UJYm1/caqSAa38CAMar0wJ++3z7WHc9C/py/6S0Am6UU88ApTrdYa4rd2l+OPzd7bORtrVQwM5AH+CpRwClOn4Yw8ZiJY7VUlgf7K1F2UYB1/4EAIxYlwW8WXtyVcDXb766+Z13X+x/ZQMF7AAYgKeoc8awgQK+1r8APEEjBTz8bewOgLcdvvRrcYFEUkkklUAjXIijzPgLWP/ecXjylZ1KIqkkkkogBVxq6OHrCnAJO5VEUkkklUAKuNTwBTzs+42TnUoiqSSSSiAFXGrg4at/i9ipJJJKIqkEUsClhh2++nft/nU37FQSSSWRVAIp4FIKuI77V76yU0kklURSCaSASw06fPVvITuVRFJJJJVACjiR/gXg6RTw6RQwAE+mgE/mCNhjBwGeTgGfSv9ee+wgwNMp4JMpYACeTgGfyhEwAB1QwCeaeP868wzQEQV8mok/hcG1X4CuNFLAg93GPu3+PXH2s8UFEkklkVQCWYijlAJOZKeSSCqJpBJIAZcaavhO/Az0iexUEkklkVQCKeBSwxXwMO+T5nGXfu1UEkklkVQCKeBSAw3fyR4AP27ylZ1KIqkkkkogBVxqsCPgYd6mEXYqiaSSSCqBFHCpwY6AB3mbVtipJJJKIqkEUsClhhm++vc0diqJpJJIKoEUcJjJFbB1NwD6ooBPML0jYCtfAfRFAZebXv8C0BsFXE4BA9AZBVxM/wLQHQVcalL969IvQN8UcKFpLYJl8hVA3xRwmWn1LwC9a6SAe79jWv8+gsUFEkklkVQCWYijlAJOZKeSSCqJpBJIAZfq+yc1lTPQ3V76tVNJJJVEUgmkgEv1X8D9fv8U3U6+slNJJJVEUgmkgEv1/JOaygFwx+xUEkklkVQCKeBS/f6k9O/j2KkkkkoiqQRSwKX6LuA+v3uEXsaBnUoiqSSSSiAFXEoBP00/C2/YqSSSSiKpBFLAGaZQwLU/AcDUKOCHtd+/AAxOAT9I/wLQPQX8oJYL2KlngFoU8ENa7l9PPQKoRgE/oOn+BaAaBfwABQxAHxTw/fQvAL1opID7umO61f4d5tKvxQUSSSWRVAJZiKNUbz+pZgt4iODtVBJJJZFUAingUo6AE9mpJJJKIqkEUsClevpJ6d8nsVNJJJVEUgmkgEv185PyGMKnsVNJJJVEUgmkgEv1VcB9fNeahl13w04lkVQSSSWQAi6lgMsMu/KVnUoiqSSSSiAFXKqXn5Qz0E9kp5JIKomkEkgB16V/AeiLAj7OATAAvVHAR7XUvx56BJBGAR/XVAFrYIAsCviolo6AAUijgPctm1f/AtAjBbxvVb0KGID+KOB9DR0Bu/QLkKqRAu70julF9TbRv5UnX1lcIJFUEkklkIU4SnVfwM5AP52dSiKpJJJKIAVcyhFwIjuVRFJJJJVACrhU5wU89v6NuPZrp5JIKomkEkgBl+rhCLjDbzi8jIU37FQSSSWRVAIp4FKOgO+K6F87lUhSSSSVQAq4VNcFPPL+DWGnkkgqiaQSSAGX6riAPQm4E3YqiaSSSCqBFHAVI+7fjFPPADxMAe8bdQFrYIBxUMD7RlzAAIyFAt6nfwHonQLep4AB6J0C3jfCAnbpF2BsFPCe8dWvyVcA46OAd42xfwEYnUYKuLs7pkd4/jmWxQUSSSWRVAJZiKNUZz8p/dshO5VEUkkklUAKuFSHBdzRNxpG9qVfO5VEUkkklUAKuFRXP6mxHQBnT76yU0kklURSCaSAS3X0kxpb/4azU0kklURSCaSAS3VWwJ18G5bsVBJJJZFUAingUt38pBwAd8tOJZFUEkklkAIuNbUCjr70u2GnkkgqiaQSSAEPajT1mz75CoCHKeCNEfUvAKOngG8pYAAGo4A3RnEE7MwzQCMU8No4+te1X4BGKOCVccyA1r8ArVDAK6PoXwCaoYBXFDAAQ2qkgJ98x3T4Gehxnnq2uEAiqSSSSiALcZTqoIA7+Rx9GefkKzuVRFJJJJVACrhU6wU8TnYqiaSSSCqBFHApBZzITiWRVBJJJZACLvXUn5T+7YOdSiKpJJJKIAVc6ok/qdj+HeWl3w07lURSSSSVQAq41JOPgLv5GJ0b5+SrNTuVRFJJJJVACrhUq0fA42ankkgqiaQSSAEPQ/8CMDQFHL8IBwAtUsCRB8CjvvQLQAEFnNi/I598BcDDFHBi/wLQvMkXsAvAANSggPUvABVMvYDDDoBd+gWYikYK+LF3TF/EFXBLDWxxgURSSSSVQBbiKPX4Au72c7DNTiWRVBJJJZACLvXIn1TY8W9r7FQSSSWRVAIp4FKPPgLu9mM8XktnnjfsVBJJJZFUAingUo8+Au74czxWW9d+1+xUEkklkVQCKeBSj/tJxfRvo7Of7VQSH80oHgAAE2BJREFUSSWRVAIp4FKP+km5AtwzO5VEUkkklUAKuNQjC7jjT8FddiqJpJJIKoEUcK8CCrjNU88APGzCBZxwBrrNyVcAPGzSBVz7EwAwXQoYACqYbgEnnIEGYLKmXMAV39ylX4Cpm2wB1z0ANvkKYOqmWsBOQANQVSMFfPId0/p3ABYXSCSVRFIJZCGOUqf+pBwAD8FOJZFUEkklkAIudeJPqlr/TuvSr51KIqkkkkogBVzqtJ/URcUCnlID26kkkkoiqQRSwKVOLeCO356D7FQSSSWRVAIp4FIKOJGdSiKpJJJKIAVcSgEnslNJJJVEUgmkgEud9JOq0L+TuvS7YaeSSCqJpBJIAfehxvHvtCZfAfCwCRbwtRPQAFQ3wQJ2BRiA+qZXwMP2rzPPABw0uQIedg0O134BOGyCBTzku+lfAA6bWgF7CgMAESZWwPVWgQaAbY0UcOkd00PVr1PPcxYXSCSVRFIJZCGOUnkFrIHtVDJJJZFUAingUoU/KSegB2WnkkgqiaQSSAGXKi7gjt+X+9ipJJJKIqkEUsClFHAiO5VEUkkklUAKuFTZT6r/M9Au/W6zU0kklURSCaSAS5UWcMdvu8fkq212KomkkkgqgRRwqZQCZpudSiKpJJJKIAXcKXOgAYgxrQKu8a4AcMCECrjPA2CXfgE4zaQKuL/vbfIVAKeZTgG7AgxAkCkV8PDvCQBHKGAAqEABP4lLvwA8TiMF/PAd0/0cAJt8dR+LCySSSiKpBLIQR6kHf1JOQFdgp5JIKomkEkgBlyo4Au74HXmYnUoiqSSSSiAFXOqhn1Tn9yA581zATiWRVBJJJZACLvXAT6r7/nXtt4CdSiKpJJJKIAVc6v6fVPdrcOjfEnYqiaSSSCqBFHCphwq447ejiJ1KIqkkkkogBVxKASeyU0kklURSCaSAu9FdATv1DEA3JlDAXV4BNvkKgG60X8CeggRAoOYLWP8CkGgCBTzYWwFAsdYLuKMDYJd+AehW6wXc0RrQJl8B0K3WC9gZaAAiNVLAx+6Y1r81WVwgkVQSSSWQhThKHf1JKeCK7FQSSSWRVAIp4FJ9HQG79PsUdiqJpJJIKoEUcKkjP6knn4E2+eop7FQSSSWRVAIp4FKHf1IW4ajLTiWRVBJJJZACLnXsCLjjt+EkdiqJpJJIKoEUcKljR8Advw0nsVNJJJVEUgmkgEsd/Ek9oX9d+u2CnUoiqSSSSiAF/CRPKmANDECfGi5gJ6AByNVuAetfAIK1W8CPmwLtzDMAg2i3gB91BOzaLwDDaLaAH3cGWv8CMIxmC9giHAAka7aAzcECIFkjBbx3x/SJ/evUcx8sLpBIKomkEshCHKX2f1KnFrAG7p6dSiKpJJJKIAVc6qlHwPTBTiWRVBJJJZACLrX7k9K/CexUEkklkVQCKeBS+0fAHb8Bj2CnkkgqiaQSSAGXeuwRsEu/fbJTSSSVRFIJpIBL7fykis9Am3zVJzuVRFJJJJVACrjU3hFwx9+fx7BTSSSVRFIJpIAfyRwsAMI1WcD6F4B0LRbwxcMF7NIvAHW1WcAPfonJVwDUNdECBoC6GizggjPQAFBZkwXc4zcHgE5MrIBd+gUgQyMFvHXH9L1noE2+GpLFBRJJJZFUAlmIo9TtT8oV4Bx2KomkkkgqgRRwqe0C7vhb82h2KomkkkgqgRRwKQWcyE4lkVQSSSWQAi61+UkdOQPt0m8NdiqJpJJIKoEUcKmHC1gDD89OJZFUEkklkAIu9VABU4OdSiKpJJJKIAVcaquAO/7OPJ6dSiKpJJJKIAV8qr3+deYZgEhtFfB+/7r2C0Cktgr4er+Ae3ojAHiStgrYFWAARqKpAta/AIxFUwV8ewbaqWcAsjVVwBdbBayBAUjWUgE7Aw3AaPRbwD98OJu9+2L/93tZiMMiWGksLpBIKomkEmjsC3G8mi18sPcHPRVwx9+UJ7JTSSSVRFIJNPICPp89e3F99cfZ7JPdP+mjgBcHwC79JrFTSSSVRFIJNO4Cfvt82bzns3e+3/mjHgr4YlXAGjiHnUoiqSSSSqBxF/DlqnhvivjLnT/qpYA7/pY8mZ1KIqkkkkqgcRfw+fri76u9c9DdF7AZWIHsVBJJJZFUAo27gF/dFvDuNKzOC/hCAQeyU0kklURSCTTqAr56uT7wPZ+9//PqN3+79svS+ot/eeLrX/2q2+/ntdetvp7/b9Ln8drr1Ne/dPz9rvc0U8C/igjMa6+99tprr+97fWvgAl7p7XGEADAOChgAKlDAAFBBr7OgP1n/ordZ0NbdAGCcRn4fsJWvABinRlbCAoBxaWQtaAAYl36fhjTr7WlIO5/70B1W1CaVRFJJJJVAA4TSZwFf9fc84N1rv4ZvIqkkkkoiqQQaeQFfX//w4Wz27ov93++ggO++NnwTSSWRVBJJJdDoC/iYHh5H2PE3pANSSSSVRFIJpIBLGb6JpJJIKomkEkgB7zp226/hm0gqiaSSSCqBFPCuYwtvGL6JpJJIKomkEkgBlzJ8E0klkVQSSSWQAgaANilgAKhgJAXsmQsAtGU0BayBAWjJSAoYANqigAGgAgUMABWEF7BLvwC0Kb6Ayz6g29gTSSWRVBJJJZCFOEoZvomkkkgqiaQSSAGXMnwTSSWRVBJJJZACLmX4JpJKIqkkkkqg6RbwqZOvDN9EUkkklURSCTTlAj7tgxm+iaSSSCqJpBJougV8KsM3kVQSSSWRVAIp4FKGbyKpJJJKIqkEmmABW3gDgEkIK2BPPQJgGuIKeNDPAQCVhBUwAEyDAgaACkIK2KlnAKYlpoA1MABTElLAADAtjRSw29gTSSWRVBJJJdAEF+J4JMM3kVQSSSWRVAK1X8BdXfo1fBNJJZFUEkkl0BQKuJsPYPgmkkoiqSSSSqD2C7grhm8iqSSSSiKpBFLApQzfRFJJJJVEUgmkgEsZvomkkkgqiaQSqOECBoBJ2a3CSgtQ1f4xAMCwdpuwkRUgLa2VSCqJpJJIKoEGCEUB0xupJJJKIqkEUsClDN9EUkkklURSCaSASxm+iaSSSCqJpBJIAZcyfBNJJZFUEkklkAIuZfgmkkoiqSSSSiAFXMrwTSSVRFJJJJVAChgA2qSAAaACBQwAFShgAKhAAQNABQoYACpQwABQgQIGgAoUMABU0EQB//DhbPbui9qfgqU3X53N4/h58eLq5Wzp/Z8rf6xp283BJlPfJpNVLLaVAJezT9a/vLuN9LTFtFDAr5bD9oPan4O58zt7kbfP7VQS7ORgkwmwW8C2lfpuMlgX8N1tpK8tpoECPp89e3F99cfZ7X+6UM/lbPabv19f/efZcqy+PrM3SXA3B5tMlJs4/nBtWwnw9tPNNnF3G+ltixl/Aa//m+V89s73tT8LN/+luPyPxNVO5dJRVoQ7Odhkorw+W8ZhW6ntJol1xd7dRvrbYsZfwJern8nNz+jL2p+FTQqrX5w7yIpwJwebTJRXq3POtpW6rr6Zzd77dBXC3W2kvy1m/AV8fnuW3vjNsRqqrxbHwdR2JwebTJLL2Wqnblup6/XZs3+5ernaJO5uI/1tMeMv4Fe3PxtncHK8PpvvVt4+f+c/PpvNnn3h4lZVd3OwyQS52eWv5yvaVqp6/bvvrjcFfHcb6W+LGX0Bb35iN/+VYg5DjuXVksVFlbn3XGys6U4ONpkkmwNg20qA9bZxdxvpcYtRwPRhNbHkZu/y7Ovr6x/OZFPVnRxsMknWV4BtKwkU8KnsTRK9/XQZxnrW4PKENLXcycEmE+R2y7CtBFDAp7I3CXQTys6EElcbM8xzsMkEOXBji22lHgV8KnuTPDfHv7sTOoWToefdCSe6yWKvbaVSjwI+2WZiuP9wDPHm+V7/2qmEWORgk4lx6MZS20o9W7Ogt7eR/raY8RewmxrDvD6bvfPd7m/aqWRY5GCTiXF5YGkl20o97gM+mWV9stz07+Y+is1wvj2HQwU7OdhkYtyWrW0lweaHbyWsUha2jXITx9Z/v69Dudw/Kc2A7uZgk4mxdUrTthJgU8DWgi52Ppt5tEuMu0N0fjj83e2zkahkJwebTIjto13bSoDt6VazO09D6mmLaaCArzzcNMfmmaarx4pcrpb3+cBVraru5mCTCXHnlKZtpb7bAr67jfS2xTRQwNfXP3w4m737ovan4HprPb31c73efHUmnAA7OdhkIty9pmhbqW77lMTdbaSnLaaJAgaAsVHAAFCBAgaAChQwAFSggAGgAgUMABUoYACoQAEDQAUKGAAqUMAAUIECBoAKFDAAVKCAAaACBQwAFShgAKhAAQNABQoYACpQwABQgQIGgAoUMABUoIABoAIFDAAVKGDo3tU3Z7Nnv/l5/fJy9v7P93355q/96cPZzd/b/q03X5e+59GvfPv86NuXf/cjrl7O3vm+7EsffK97Pic0SQFD525qaW5dTTcvvzzhr32w9TvfzD4pfMvjX3m02Mq/+/G3LS3ggvdSwEyNAobOnc+evbh+83xdpZfbnXqPy0X/bhfV5ay0Iu/5yqPFVv7djyou4IL3UsBMjQKGrt200rxsLmfP/jB/+fb58v8fdD7bbSAFDA1TwNC112eLU843hbI483xeeAA8L+CdU9UKGBqmgKFrr88Wh7w3hfLJ9QkHwApYATMtChi6dreAjx8AX/342Ww2+/XXi9a5+erdS8Cra8LLVr764aPbL968fveLv+995cabr+Zzqn++LbZ//Gn+d579+uu9v3PnT+58xu232f8ctwW8+/lufmM+pfvj7x78l+x/TpgGBQxdW52CXv7f2+fHDhHffLqqpffmJfVAAd98s60v3nq9utx8oIDPl7/3/v9aF9v5+q8sXm//nbt/cvefcvdj7XyOTQHvfr7r16t/3bMvH/iX7H9OmAgFDF27Mwnr1bFTr5vGXd6vdH8B3xbhsvC2/vL8jw8V8KZU/8uq2G5bdvEmW39n508Ofsbl9979HOsC3v39rb85/yHc8y/Z/5wwFQoYOrd1G9Lrs2MHwK9uuumLn6+v/nS2vvX3+DXgeZ299/X87O3qi2++9L2/3Pz/m5erg9a9a6yLv3JzjDn/G4svmf/Gb+Znkv/26c7f2f+T23/I3bfZ+xyrAt77/cW/7sXyKP+De/8le58TJkMBQ+dWK2q89/09B8A3R4KryVmbXx0v4MtNN9301fK4evWl60PQvQLe3NM0P+RcnXL+YPPWd/7O/p+s7b7N3uc49vur/7v9xdF/yd7nhMlQwNC9+WHtYinK5QHw/Hrouy/ufsn57ZJXr1bldLyAX802M6mXvzWvre8OfeXmE7zc/JW924tvqu9waW/+ZOtD3nmbvc+xKuC937/t9NU/6ti/5L7PCY1TwNCjV1tXaH+z8yebtr059lu01dEC3p4fvPzixbd89k//+vPOV25sVenN39gqtn/89fdns4MFvPUnW991+232P8eygPd/f++fcuxfcvRzQvsUMPRn8RSGeel8t1tJW0d+m+a5r4C3zb/41XqK0+oGoQMF/P5ubV79+Nl6BtROAe/+ycbdt9n/HJsC3vn9rQPd+/8lhz4nTIQCht4sn8KwWpLy1Z37gbdXsHj7/IEC3po5vC7gxdytpU+2vnJj63By/e23v8vdAt77k9uPeedt9j/H8p+x//vHCnjvKw98TpgKBQy9WT6G8Hxdr9vddtIR8OGTsz9+tdXADx8BLw8+3/317/7tf+1cA97/kyNvs/85NgW88/v3FPDe9WgFzFQpYOjL6jGEr9Y3/RyeYHw7Y+m+U9CHb2b6x5+/mm3mOD9wDfh8s/TF7iSs/T858jb7f7w5Bb3z+/dcA777la4BM2EKGPpyvr4l9sAR8EmzoOe3Nd35k60T2KsGOzALev1Xztcni9cHpZd3T0Ef+JMjb7P3OVZfsf/7d+5s+uD+f8ndzwnToYChJ+unMBw8BX3afcA3f/LO7cKNn9x29tECvq2z+QnmOwX85vmxAt78ydru2+x9jlVF7/3+7b/u1d1T5Htfufs5YToUMPRk/RSGy/WSFXcfyrC9EtZmreb9Al780bycnr24+dU/vrld23GzeNUHW1+5sVhh6i/X1z+uV5h6tTzRvJxWtV4cY/F39v9k6/3vvM3e59haCevO769Xwrr65rbsD/9L9j4nTIYChn5sHkN48DakvbWgrw8V8HLS8NZiz5tZz69md//25is3Nn/lf39+5+ELC4uPtv47+3+ysfs2u59jayGuu59v61/3yf3/kt3PCZOhgKEft48hvDy7rZstd5+GdH2ogJdrWn5y+z0232a12uX8b//h7ldu/LD8K5unDH2zrtgvVtddN39n7092PsDt2+x+js1V4t3Pd/uv2/68h/4le58TpkIBQy+2n8Lw5rP9pSivb58HvH69X8DXV/Ppx4sltK7+tPNg3r99dTbbeqzu7VduvPnq7M5zdhdv9+4XP2+mSG3+zt6f3Np5m53PsfU84N3Pt3ge8OzX65Us7/mX7H5OmAgFDAAVKGAAqEABA0AFChgAKlDAAFCBAgaAChQwAFSggAGgAgUMABUoYACoQAEDQAUKGAAqUMAAUIECBoAKFDAAVKCAAaACBQwAFShgAKhAAQNABQoYACpQwABQwf8P1JQUSYvbjSsAAAAASUVORK5CYII=" width="960" style="display: block; margin: auto;" /></p>
+<p>Finally the profit curves for the test data, using the same profit/cost estimates as above:</p>
+<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAB4AAAASmCAMAAAD4YUZCAAAA21BMVEVVVVVVVXRVVZFVdHRVdJFVdK9VkZFVkcp0VVV0dFV0dHR0dJF0kZF0ka90kcp0r690r8p0r+WCalCRVVWRVXSRdFWRdHSRkXSRkZGRka+Rr8qRr+WRysqRyuWRyv+vdFWvkVWvkXSvkZGvr5Gvr6+vr8qvysqvyuWv5f/KkVXKkXTKr3TKr5HKr6/Kyq/KysrKyuXK5crK5eXK5f/K///lr3Tlr5HlypHlyq/lysrl5a/l5crl5eXl5f/l/8rl///u5Nr/AAD/ypH/5a//5cr/5eX//8r//+X///+JRQzJAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nO3dDXvrVqE2aKcf0wCnzJTO5pSe2e1bZl7KLgyboeQUzoG3TXZp8v9/0cSxLcufsZ0lrUfSfV9cNE6cRNuPtJ5IlpZmDwBA72a1FwAApkgBA0AFChgAKlDAAFCBAgaAChQwAFSggAGgAgUMABUoYACoQAEDQAUKGAAqUMAAUIECBoAKFDAAVJBcwL/6VdEf98MPRX8cLyGMJNIIIowgnYcxoQIGgBwKGAAqUMAAUIECBoAKFDAAVKCAAaACBQwAFShgAKhgQgXsAvcgwkgijSDCCGIijnKs2EGEkUQaQYQRRAGXY8UOIowk0ggijCAKuBwrdhBhJJFGEGEEUcDlWLGDCCOJNIIII4gCLseKHUQYSaQRRBhBFHA5VuwgwkgijSDCCKKAy7FiBxFGEmkEEUYQBQwAY6SAAaACBQwAFShgAKhAAQNABQoYACpQwABQgQIGgAomVMAucA8ijCTSCCKMICbiKMeKHUQYSaQRRBhBFHA5VuwgwkgijSDCCKKAy7FiBxFGEmkEEUYQBVyOFTuIMJJII4gwgijgcqzYQYSRRBpBhBFEAZdjxQ4ijCTSCCKMIAq4HCt2EGEkkUYQYQRRwAAwRgoYACpQwABQgQIGgAoUMABUoIABoAIFDAAVKGAAqGBCBewC9yDCSCKNIMIIYiKOcqzYQYSRRBpBhBFEAZdjxQ4ijCTSCCKMIAq4HCt2EGEkkUYQYQRRwOVYsYMII4k0gggjiAIux4odRBhJpBFEGEEUcDlW7CDCSCKNIMIIooDLsWIHEUYSaQQRRhAFDN26PfKl2yNfBHgZBcy0HSvZWw0MdEcBM23HSlYBAx1SwEzb7eGWnX9h+2saGShFATNte0q29aXF/922P6eBgTIUMBO23P3dX6q3ywLe2EV2VBooRQEzYatyXZTq1s7w7eqz7dJVwEApCpipum0X8Hpnd9mvmx+1PvY2MFDGhArYBe5BAsLY6NLlkejbViPftr7YvPW72l/eOjA9cAFpsCKMICbiKMeKHSQgjN1Dy4tG3l+vG59tNfUozsoKSIMVYQRRwOVYsYPUD+N2q2W3DznvXn+0W8C3D+N4U7h+GjSEEUQBl2PFDlI/jNvWgeXmE81He0p196h0s1vc+cJ2rH4aNIQRRAGXY8UOUj+M1tnP7c8sPjhQwA87BXy78dmhqp8GDWEEUcDlWLGDVA+jzH7rxlVMx27rkK16GqwJI4gCLseKHaR6GIX2WreuYiryM/tXPQ3WhBFEAZdjxQ5SM4ydd3/L/MgBn45l0wgijCAKGArbe5JzmZ851AYGalDATEw3Tbk6HUsDA6dSwIze5ju0HRXl0N8HBnqngBm72413aDuryPFMjAX0QwEzdj0VcPPbOv3xwHgoYMauNWvVQw8FqYGB0yhgRm3Zu6u94D76UQMDJ1HAjNpt+wB0P1cKeRsYOMmECtgF7kF6C6N106KHh57KcXANbNMIIowgA5uI4272yUnP++5ns9n7r+cf3X85a3z4/eazFPB49RXGzr0SeulGBczFhBFkWAX806enFfCbReF+9KCAp6q/An7uE/382mw2jSDCCDKoAv7p1eykAr6ZXb1+uP/D5pMfP/n7recp4PGqVsA9eXrHuc6vvoBNI4gwggypgN9dz04q4NV+8s3svb+2v3nnWxXweJ0XxsVvqlZ7N3ZYE0PbNIIII8hwCvj+m9nsg1eHC/jm6Yjz3N2yeB+L+Ivmy292DkAr4DE7MYz17JGXlFnNDhxUA9s0gggjyHAK+N311X/cf9kU8P0f5+dZfb4u1XUBNx+9Wdf13axVxisKeLxOC2N96vLZZbY887leBQ6pgW0aQYQRZEAF/JtvH9YFPH87eO6D5iDzuoDfrAt49anHb9zdAVbAI3ZyAa8uIdpTZsf6bfktNRtwQDdHsmkEEUaQ4RTwXFPAjx9cvX54+K9X615tCnjd0jfNV7d2gH+18sPC6vM/eDypx4/99cPj/35YTSG5+fV5vR78/uU9B2v/exZLkPJ6euyxx3UfP2zppoDvlqc0t97mPVrAW+8AK2CP5xYFvL6LwsbXWw275/vb/Vvz3/O0DMvFrf56euyxxxMo4Mf/Ltv2qXZvZu1rffcU8LvrPe8Am4py4tbHn5tTsRb/aX354CHemOO/q9tADOcNYaAvnRTwesf3bt6xzxbwxgVJawp40nbuH3i7sq7X5im73xwyG8ZtW+2FAaJ0VcCNVbUeOQS93mHepIAnremr1gc7dXZohuecstv4swFgrf8CXl99tDoLeuOC4BYFPGm7Bbxvd3L/3mXS3ub2XwsACx0fgl47ch3w3f4j0Ap42vbV1Z53VPc0cOzR3tDFAuro6iSsnRmxjsyEdbPvIuAHBTxpp5foxrvBq28NbbrU5QJq6OYypOasqnW3rgt4Zy7oN/vfAjYRx4g9E8ZZ5yztPVfrJQvXndBls2kEEUaQzsPopoAfO/bq68X80Hve3b2Zzdp3Q9q3v/xEAY/XCQV87o9c3oAos+JWNhs4ZTltGkGEEWSgBfzw43Iqyr3Vet+6H/DD4XOwFPCIdVDA7VO0Ll2s7m2dQFZ3YVZsGkGEEWSoBby4GcPVx9/uf+J38zs1vF4+UMATdDyMC5spv34fVueRLT8MWVabRhBhBBlWARemgMfruQK+6IcOoH43pgiJWVybRhBhBFHA5Vixg3RSwO29y2zNvZoyGtimEUQYQRRwOVbsIN0U8HA0O+sR/1SbRhBhBFHA5VixgxwJI+bAbJc2pseq/s+1aQQRRhAFzITc3g7kjdyXW/8rp/HvBXYpYHp3sHCGcB1RKVtzaVZdFqAKBUzv9vVNM8Xz9MroNuEoNNA/BUzv9pXslHZ+t8WcDQ30SgHTq9vVDY12P59zVnAFU/13w5QpYLq1Ptl39XDf9a9T3fldm/a/HiZJAdOl1vWutxuf2Kpb9eMlgMlRwHSpXcCrHt5s5NXz6ixfEq8BTMyECtgF7v1a7ejers9wXpbM4/89hrFx1Fn51Lw5kk0jiDCCmIijHCt2nzbe6l2X76pj5mEo4C3Hz4bu8BWyaQQRRhAFXI4Vu08bFxW1DkO3Crj9WAHPHTwVbWPmyvJsGkGEEUQBl2PF7tPmuc7rPeHllxdhNNcjTfwM6MbquMGez26dzFaUTSOIMIIo4HKs2D3abov9BfzQnJWlgJ/sfzVutxTfDbZpBBFGEAVcjhW7RwcqYreAH9Y7dyxsvx5N6W6UcEk2jSDCCKKAy7Fi9+i5hmiFoYC3be3jto8jNOe0FX3BbBpBhBFEAZdjxe7PswXRDkP97mq/JjsfFv+TxaYRRBhBFDDDY4+2gPVLeOC86B6XBeiEAqY4BVzA9hnku1/vc2mADihgilPAJTx3ibTXGIZOAVOa+i2jOfX50Je9zDBsCpjSFEMhz1xydFYDq2vIo4ApzVBfynOnO5/0Snc4gxbwIgqYwgz1xTxfwCe81B1N3gG8mAKmMAN9f55uMPXsczqawBJ4oQkVsAvce3HanpYwyjhhz7Y5kevwM6URRBhBTMRRjhW7Fwq4V8/v3K5vw6yAh0AYQRRwOVbsXpx2oFMYhTz3Bu/iS819mQ88RRo5bBpBFHA5VuxeKOB+NXdJOvTlzfs6rD994ClUZtMIooDLsWJ37+STbYVR1OGj0Du3Fl79t/2RAg5i0wiigMuxYndPAVeztae7CmKngLfvpzT/4AcNnMOmEUQBl2PF7p4CrmdPAe+JY31CdFPF8zRWbbzzk+ibTSOIAi7Hit250682FUZ5W2/rHjg7a/3pdUPPC3h9oZJD0lXZNIIoYAbEwF3VxilWB0/Oah+ebr8V/LA+ZVqO0AsFTBmtq12oo31i1eo/eyLZW8CtwjZpFvREAVOGyQ4DtN7XffZZ20/ceNtYktADBUwZLmdJ8JI7H228AyxK6J4Cpojj8zHRk5fsvt62959lCd1TwBSxPHun9mJMXnPrhRf9iAe7wNADBUwRxusQxQ5ESBS6poApwc5vjGJRiBQ6NqECdoF7h84d9YXRmQsKeH8a/qiqwqYRxEQc5Vixu3LBeT/CSHIgjVYDu8SsNzaNIAq4HCt2KXsm+FfAQ3YoDbdMqsCmEUQBl2PFLmXPjXcU8JAdTKN9yyQzrfTDphFEAZdjxS5jq29X8yed90OEkeRwGk0Bt27dQKdsGkEUcDlW7DK29ngV8PAdSaM9K4cD0X2waQRRwOVYsctYzVTYjMqX/BBhJDmWRntqLUehe2DTCKKAy7Fiv9yeW9kp4OE7XsCt0i0wzxbPsGkEUcAk2biB7OrmsXUXiY5t7/UKHEpRwJxoda/2jcOR3hQcv+2MJQ6FKGBOceBe7Qp4CrYzFjmUoYA5xepq3+2h11g8BdspSx2KUMCcQgGz5rAHFKGAOcHGvdqZPOsBlKCAedZ619fAyxMrAhSggHmWM63YZo2Al5tQAbvA/VIdFLAwklyQhr/JumLTCGIijnKs2BfqYqwVRpKL0tDA3bBpBFHA5Vixn7e3a7sYaYWR5LI0NHAnbBpBFHA5Vuzn7T3YrIDH7tIC1sAdsGkEUcDlWLGft3O6c1f3vxFGkgvTUMBdsGkEUcDlWLGf1dRtM+tGV7M9CyPJpWlo4A7YNIIo4HKs2M9q7i/YKuBujjQKI8nFaWjg8mwaQRRwOVbsZ7X2fpvJJxXw+L2ggDVwaTaNIAqY/qwnnOxy55cRsYbACyhgljZv9bv6qNriMAgbDWx1gbMoYJZu9/SuEZVntE/Tsz8MZ1HALJnxmUtsFvBtVxeuwQgpYNxqkJdoGvi2pfZCwRAoYFajZ+3lYKDWV4+vLiXXwHAKBczq4qPay8FALc+Xv121sH1gOI0CRgHzYtul661geN6ECtgF7vssx8m++1cYSUqksb3T6zLyC9k0gpiIoxwr9j4KmDJpbK9CDkRfxqYRRAGXY8Xepyngfn+tMJJ0k4ZLki5i0wiigMuxYu+zGCJ731URRpLOCtgJ0eezaQRRwOVYsfdZFXDPv1YYSTpMQwOfy6YRRAGXY8Xep9JeijCSdF3AGvgMNo0gCrgcK/Y+Cpiu09DA57BpBFHA5Vix96l0tYgwknSdht3gM9g0gihgutLMQGlspGMaGPZRwJOlgOmNAoY9FPBkKWD644pg2KWAJ0sB0y/rGWxSwJOlgOmXFQ02KeDJat1EvfaiMA1WNdiggCdrdRdCoyJ9sa5BmwKeptU5MeqXPlndoGVCBewC95bljm+1/V9hJOkxDQX8HJtGEBNxlGPFbtzergu4zhIII0mfaWjgZ9g0gijgcqzYjVYBV1oCYSTpNQ1nHRxn0wiigMuxYjdWd0qvNxIKI0n/BayBD7JpBFHA5VixG+srkGotgTCS9JuGBj7KphFEAZdjxW4oYNp6TmN1C8xm7Qtq4/p/Gdg0gijgcqzYjeUoo4B5UiGNdgOXXg9fsot92/xxWnKJzmHTCKKAy7FiN/yZT1uNNJqSLH9E+vYFP3L5jQqYOQVMed6Bo77mPMDiDXzpj2wdGvcuNb1QwBNkbCFDU5VF+25V7RctTXN/ElsJ3VPA0+OPe0Ks91SLrZTrfd+zf+LqWzv4mwD2UsDTY2QhxXpdPG2lfP5ZGyd3nbssG38N2EzonAKeHgVMjNa1SKeslc+vu5efXb0+7tz08DnfDudTwNOjgEl0ymp5e/vMu7MbXz9rTd/z5Mt+EJxMAU+P0YRIJx1fbk6V2j9/x+bPOOet3H1P7OpKZVhQwNNjMCHSKceX12dO779SaOtzZ1yPtP+nrS9VPumHwFkmVMAucF9KGEuEkSQljWdPiG4myTjUwDufelkBN6dj9XhVUkoYPJiIoyQr9kJC/wojSkwa66uA9q+lzclR633gnWPO299xYnce/I23zY73CT+lgJgwUMAlWbEXFDBbctJoHWM+9OXmo817Ohy79ve007sOfr7fk6JzwkABF2TFXlDAbMlJ4/bYBJV7arl5Vuv0rP0/9fnffHiRCs8VclxOGCjggqzYCwqYLUFprM5x3r5j4aHzqW63HPmpx9f7Y288Fz0X+rmfEhQGCrgcK/aCAmZLUhq37b5rX4j7bL0eK9ndNt99xpFFev45p1PAA6KAy7FiLyhgtkSl0W7dh40yfuYo8dG93K3v3zk367S92xduO7ert7iPPSkqjKlTwOVYsZ/0djbnUcJIEpxG60Lco/NfnfKDVqdr7TvR68TN4oQLn45+9wk3WgoOY3oUMIVlFDCcpH2K1bFnnfCDNq9f2tklPmNxtj5z6gbV/M7mmPmJ38hoKeBpOWO4gADLAi71w27bLbh5WdOpi9Oq7lWZnvzb139QnHBeGOOngKfERs/glFxp16drPWxOFH32bmx7L/rU949bz9XAPFHAU2KLZ3hKrrXN3u/68fK/5/2IzaPYJ9Xp5tf3XGfFBCngCbHBM0RdrrXnF/B6Eq71iV2nNPDeL9oeJ04BT4W/txmqLtfbdo9e/o3PNPDtwV9hk5w2BTwV+hf2KPNmbFPHe6v2yK+wUU6aAp4IO8CwT7GzoVrXF2+fmHW0gG2VEzahAp72Be5h2/m0w0gz7TQOHx++7IftHo0+eqr09pOnHUYYE3GUM+0VO6t/Jx5GmomnUXLbuN3XwJtnXu//lubhxMPIooDLmfaKrYA5SBrFnTPLhwKOpYDLmfSKHXYEetphxJFGF9bb3HMb30ZbCyOIAi5n0it2WP9OO4w40uhE08CnbH3Nc4QRRAGXM+UVO20HeNJh5JFGN86aZ2v1JGEEUcDlTHTFvl1NPB9lomGEkkZHTpqjcv3cpxIWRhAFXM5EV+zjZ2DWMtEwQkmjK+dcZLx8qjCCKGBe6LboZY7AGc6Z5cNkOdOjgMdueduV2osBk3TOn78KeHIU8MjdKmAYCAerpkYBj9zqfqW1lwM4hW11ShTwuKleGJbWXZVsvGOngMfNNgzD0p5O2tY7cgp43GzBMDAKeDoU8Hg5iAVDtK5f2+/ITaiAJ3eBe/L2O7kwokkjyGYYdoOrMhFHOZMbZZK33cmFEU0aQfYUcOpWPH4KuJzJjTLJm+7kwogmjSBbYWjgmhRwOZMbZZI33MmFEU0aQbbDWM6kk7stj5kCLmdyo0zyRju5MKJJI8i+MDRwJQq4nMmNMsnb7OTCiCaNIHvDUMB1KOByJjfKJG+zkwsjmjSC7A8j+ZKGEVPA5UxtlIn+o3lqYWSTRpDDYeRuzqOlgDnV1ubpbSMYFdvz+Cjg0Zhvna3Jr9QvjItNenQU8GhszR9rW4WR0cBjo4BHYbH3uzGFrE0VxkYDj4wCHoXb9dX6zUe2VBgbm/W4KOBRWBbwgwKGUbNdj4oCHoXb241bDypgGCkb9pgo4FHY3ue1kcI4+et6TCZUwGOebWBwB53HHMbwSCPIs2EMbVsfMhNxlDPmUWZwm+SYwxgeaQR5PgwN3BsFXM6YR5nBbZFjDmN4pBHkhDA2z/igOwq4nDGPMkPr31GHMTzSCHJiGAPb4AdKAZcz5lFGAfMC0ghyahgD2+KHSQGXM+ZRRgHzAtIIcnIYA9vkB0kBlzPmUUYB8wLSCHJGAQ9rmx8iBVzOmEcZBcwLSCPI6WEMbJsfIgXMcYuNcHAFDLzU8g6kDJcCHrimgGsvCNCzzTuQMjwKeOAUMEyWAh44BTxwChgmq7kPae0F4TIKeOAUMEzX8m1g2/9AKeCBU8AweQaAgVLAA7Y+CdL2B1O2MQAYDQZDAQ9Yu4BrLwtQUfuEaH+PD8aECnhssw0sNraBFvDYwhg2aQS5NIxWAzsrqxQTcZQztlFGAVOINIJcHEZTwLfOyipFAZcztlGmVcDD29rGFsawSSPI5WEserfZCS65UFOlgMsZ2yjTFPAQDziNLYxhk0aQF4dxO9A/yhMp4HLGNsooYAqRRpBCBayBS1DA5YxtlFHAFCKNIMXCGN6okEcBlzO2UaZVwLUX5XxjC2PYpBGkYAEPcGAIo4DLGdsoo4ApRBpByoWhgV9MAXPIoAsY6JyhIZ0CHqz1Nfe2MmCXsSGdAh4sk94ARxkcwingwVLAwHFGh2wKeLAUMPAMw0M0BTxYChh4hvEhmgIeLHO+As8xQiRTwIPV3PgE4BBjRLAJFfDYZhto3YB7eMYWxrBJI0j5MIY6SAQwEUc5YxtlFDCFSCNIB2EMdJAIoIDLGdsoo4ApRBpBughjoKNEfQq4nLGNMgOu3/GFMWzSCNJJGIMdKCpTwOWMbZQZcv+OLoxhk0aQjgp4sENFVQq4nLGNMgqYQqQRpJswBjxW1KSAyxnbKDPk/h1dGMMmjSAdhTHgwaIiBVzO2EYZBUwh0gjSVRgDHi3qUcAcMuT+BXpmvAikgAdLAQMnM2AEUsCDZXsCTmfEyKOAB8vmBJzBkBFHAQ+WjQk4hzEjjQIeKn/NAucxaIRRwEOlgIEzGTWyKOChsiUB5zJuRJlQAY9stoFhb0gjC2PgpBGk4zAcOTuHiTjKGdkoM+ztaGRhDJw0gnQdxrAHjp4p4HJGNsoMezsaWRgDJ40gnYcx7JGjXwq4nJGNMsPejEYWxsBJI0j3YcyHjkGPHv1RwOWMapQZ9J0YHkYWxuBJI0gfBTz04aM3CricMY0yg9+AxhTG8EkjSA9haOBTKeByxjLK3I5h+xlLGOMgjSB9hDEfPgY+gvRDAZczklHmdqX2grzISMIYCWkE6SWM2+bP+IEPJB1TwGwZQ/0CtY3jT/mBU8ADY5MBStDA9SnggbG5AEWsDkTXXo4JU8ADY2sBini6INjbwDUp4Hibm4eNBSjKoFKNAo6ngIEuLebGMrb0TwHHa28W3rABSnM6Vi0KOF5rq7CNAOVtNLAxpj8TKuChzjaw3hxG9EfqUMMYJ2kEqRNGu4HHMsgUYCKOcoY6ymwWcM0lKWioYYyTNIJUCqO18/vCcWYsY9ScAi5nqKNMu4BrLkdRQw1jnKQRpG4Yty0X/4Syi1STAi5nqKPMcn0ez+HnuaGGMU7SCFI5jMUw84IGNk6dQwHHaxVw5SUpaKhhjJM0gtQOY/0+8Pl7wotvGtGhOgVcTu0V+1IKmI5JI0j1MJp3g88/Ft3cYWksQ5UCLqf6in2hxUXyCpjOSCNIUBhnNnD7POpOl6s/CricoBX7LOtbd47IUMMYJ2kESQpjcTj5tLFnlJcSK2DcsgSo6Njbuk3jbo5RxqvTKOB4ZokDamrt2W6PQ+vJO7YK+Hb7aR0v4zAp4Hir8xpqLwcwUc3JVTtFeui64a3HdiH2U8DxrLpAXQeuSro9copKawahEZ7FUogCjmfNBaprrjHa+tSh48utc6IP7j9PngKOZ6UF6ts9w/n4ZUft3r1tPZs1BZzOSgvkaA1Iz1Rq6/3h9anS9ijaFHA6BQwEaUakZ4em7UsoXVK5bUIFnHSB+xnGubYONIyRkkaQAYSxPqJ86nObBwN7J9hEHOUMYMXeZzgr6zkGGsZISSPIEMJobph00fc2u8H5Q5sCLmcIK/YeCpiuSSPIIMLYe+nvyd97wW0eKr1zrIDLGcSKvUsB0zVpBBlGGC88kHxuA1/Q2EUo4HKGsWJvG9D7JecYZhhjJY0gAwnjhePSmXcObhVwrwOiAi5nICv2lnH270DDGCtpBBlIGAUGpjMuSWpfUdznkKiAyxnIir1FAdM5aQSZVhinjW/rKUAUcH8U8IMCpgfSCDKxMM65lPjM49YFKOCpG2kBAzw8O8JtH3Xu/W3gbingcCNa1wC2HD+kvPdt3xGdmaqAs41oVQPYcWyMO3DW1XiGRQWcbTQrGsA+m3NLb7zHe2j8274r8WAp4GwKGBi3VQNv3jvp4diebnN7paPPyqeAsw141QI4RVPAW+/5HqnWVvUO6e4O2xRwtuGuWQCnaep0cx/4+LvDzT0dBtzACjjZgFcsgFM1rds+tnx0/2P5Hav/X3+260UtakIFPMAL3MdbwAMMY8SkEWSaYWyf7dxu4yPf0oyRq9O3Cg+ZJuIoZygr9vpvvyEfWnnGUMKYBmkEmWgY24PdCTde2DgF67al3FIp4HKGsmJvrE+1F6YrQwljGqQRZKphbA92J095tXUKddHzZhRwOUNZsdsFXHtZOjOUMKZBGkGEsXTmCLgeMQuOmwq4nKGs2AqYnkkjiDBWzhwA188uN3Aq4HKGsmKvTwNUwPRCGkGEsXLxHki5wVMBlzOUFXvjPPyxGkoY0yCNIMJoXDwGFjt+qIDLGcCKvXEhXOVl6dYAwpgQaQQRRgGlGlgBT8q6gEfevwDd6eCSpE4o4CQKGKCIITSwAk6yntMlfb0ByDaABlbASRQwQCH5l5Io4CSrAta/AAVkj6UKOIkCBigpejBVwEnWBVx7SQDGIHp3RgEnWd3dI3mNARiQ5PF0QgU8gAvcmwKuvSCdG0AYEyKNIMIo7vIB1UQc5QxgxVbA1CCNIMIo7+IRVQGXM4AVWwFTgzSCCKMDlw6pCricAazYCpgapBFEGB24dExVwOUMYMVeFXDt5ejeAMKYEGkEEUYXLpwUSwGXM4AVWwFTgzSCCKMTlzWwAi5nACv2dO7DMIAwJkQaQYTRjUUBn1nCCricAazY05kGegBhTIg0ggijI4v6PW98VcCTMp0CBuhb3P2RFHCSRQHXXgqAUUqb6FcBJ3EfBoBOJQ2xCjhJ2p9nAGMTNMgq4CRpb1AAjE3QKKuAkyhggI7lvNengJPoX4CuxZwNrYCThKwUAGOW0sATKuABXOAesUr0YgBhTIg0ggijF6ed8GoijnIGsGIrYGqQRhBh9Ob54VYBlzOAFVsBU4M0ggijP8+Otwq4nAGs2AqYGqQRRBj9eXbAVcDlDGDFVsDUII0gwuiRAj5CAY/XAMKYEGkEEUafnhlxFXA5A1ixFTA1SCOIMHp1fMhVwOUMYMWeTP8OIYwJkUYQYfTr6KCrgKdkOjvAAAnqjroKOIgCBuhXzWFXAfXIZ4YAACAASURBVAfRvwD9qrnjo4Bz2AEG6JsC3mtaBRwyOTjAtNQbeRVwCv0LUEN77O11IFbAKRQwQBWtwbfXkVgBh1C/AHWsx99+3wssWMDf/Ww2e//1BU899I2TmohjYv2bHcbUSCOIMKpoF/D6wYAm4ngze/LR2U89+I0KeLyyw5gaaQQRRh2LEXix+9vsAw+ngG9mV68f7v8wm31y5lMPf+OUCnhqR6Cjw5gcaQQRRiXL5l395+lzgyngnz5d1el7fz3rqUe+cToFPL0TsILDmCBpBBFGJbcr6w+HU8B3y/587NMv9j7hpjnGvPnUI9+ogMcrOIwJkkYQYVTTnH/19Dbw3GAK+Gb9ju7TDu39H+dnVn3+/e4Ttp66/Y0tCni8gsOYIGkEEUY9q2F4vRc8lAJ+s+7R+Qc/vVqcWfVBc1h5XcCbT936xrYJFPAy8KnVb2YY0yWNIMKoZ6uAezg1p1AB33+52n+9mX34/fzh1euHh/96NX+w+vxH+5669Y0Lv1r5YWH1W3540eMffnjZ93fxeH6M4/Fx845/7eXp7fHy/2KWZ9qPl5+KWR6PPa76+GlAng/OTwN0yZ//sKWbAr6bXf1+/qD1xm79Ak58PNkC9thjjz0OfdwUcPGf/7ClkwJ+fPTR6tFH8/9b267cvQW8NIGZsCZ7CBog1LKAe/hNnRTwesf3bt6qCvig5uLv2gsCwJPhF3BjdXXvOYeglyZUwLWXA4CFwRXw+iKi+cnMRwt486lbjzYoYAB6NrwC3ricd99sHPWvA06kgAGyDK+ANya0Wh9XXqs/E1YiBQyQZXgFvDmlczOx8/qN3XUB15oLOpECBsgyvAKen+q8vqnRY6teff3wcP/NbN/M0BtP3XrUNpWZsKZ4EnRiGNMljSDCqK8p4M7DKFbA9xu39f1xORXl3psTbj71fsr3A+7vL60wiWFMlzSCCKO+ARbww8N389svvF4+eLoZw9XH357w1K1Ha2Mv4Ke5Rh8UMLVJI4gw6htkARc3kQKe4hHovDAmTRpBhFFfMyQr4HLiVuymgGsvSAVxYUyaNIIII4gCLiduxV4U8CR3gPPCmDRpBBFGEAVcTtyKrYDJII0gwgiigMuJW7FXBVx7OWqIC2PSpBFEGEEU8Ijdzk20gAEmTwHXo4ABJkwB16OAASZMAddzu1R7OQCoQAHXo38BJkwB16OAASZMAdejgAEmTAHXo4ABJuxAAd///e2fv18//PsfP/9+/xO7NP6JOKZbwHFhTJo0gggjSK2JOH76dPbeXw886o0CHq+4MCZNGkGEEUQBlxO3YitgMkgjiDCCVCjg//zs0b9fz67+7bOVVzMF3IEJ929eGJMmjSDCCFKhgN9dz/b4qOPl2EcBj1dcGJMmjSDCCFLjEPSbPf37QYUdYAU8YnFhTJo0gggjSI0Cvn/79u2frmdXv3vb+EfHS7HfJAq49kJUEhfGpEkjiDCCZJyEVYkCHq+4MCZNGkGEEaRWAW9dB1zHJCbiqL0QANRhJqx6FDDAhCngehQwwITtFPDi3d/H/980guuA00z5JGgAFHA1+hdgynYL+Nc//8Vf5/+/6RcKuDQFDDBlu+8B31dYiv1GX8APChhgsnYK+P7LgCuAF8ZfwABM1uH3gOvX8Kgn4pj48eesMKZOGkGEEaT/iTgUcD8UMDGkEUQYQaoU8OwLBdw5BUwMaQQRRpAKU1HOb4b0/s/m/zeys6CzVuxJ129aGFMnjSDCCFKhgO/23Q54DNcBZ63YCpgY0ggijCA1bsbwt58p4O4pYGJII4gwgrgdYTlZK7YCJoY0gggjiAIuJ2rFnvYpWGFhTJ40gggjSLX7Af/2s9+4H3B3pt6/ALgdYQ0TvwYJgGcK+F9vH/35n30tyzYFDMBoHSng71ZnQ1+97m952sZcwLWXAIDKDhfwN62LkH5Z5f1gBQzAaB0s4Jv5ru/Hb9/+6avrx48+6nOZVhQwAKN1qIDfXTf7vfeP+8JXv+9tidYUMACjdaiA37T3et/U2QUebQE7BQuAQ9cBf9ne6X3cHf6wwrvAo52IQ/8GhYE0oggjSMZMWJXmxVLA45UTBtKIIowgCricnBVbAQeFgTSiCCNItakoHYLukAIOCgNpRBFGkFoFPMaTsFJWbNNgPeSEwZw0gggjSLUCvpvNZqsJsL57/PiLjpdjHwU8XilhMCeNIMIIUq2A53u9sw9+949//ONPr0YyEUfKiq2AH3LCYE4aQYQRpF4B33/ZmoqyxjvAIy7g2ksQICUM5qQRRBhB6hXw0wRYy5sx1JkKeqwTcShgAJ65HeHff/vZZ5/95s99Lcu2URawA9AAzB0t4MoUMACjdaiAv/ng616XYx8FDMBonTQRRyVjLGD1C8CTk6airGScBVx7CQCIcHgPWAF3QQED8OTQe8A3lSbfaFPAAIzWwbOgv7ueT4TV56LsGONEHAp4ISIMlqQRRBhBqt0N6bef/fusze0Iy1DACxFhsCSNIMIIUvF+wDMFXJ6ToJcSwmBFGkGEEaRaAf/655t+oYBL0L9LCWGwIo0gwghScS7o+hTweCWEwYo0gggjiAIuJ2HFVsBLCWGwIo0gwgiigMtJWLEV8FJCGKxII4gwgtQt4Pv/fvv2bb1LkRTweCWEwYo0gggjSM0C/tur5RnQv/i244U4YIQTcShgABYOFvD9l62LkD7pc5Ea4ytgVyEBsHSwgN889u7Vv/3Pt//vv1dr4DEWcO0lACDEoQK+e2zdX37/9OH9N7M69yZUwACM1qECftO+GcObOndmGF0BOwINwMrhqShbO73vrmcfft/P8rSNsIBrLwEAKQ4XcGv2581HvVHAAIzWobshfamAy1PAAKwceg/4Zjb7onlwN4r3gOtf4K6AG/XDYE0aQYQRpNpEHD+9mr23mn9jc3e4Pwp4vOqHwZo0gggjSL2ZsO6/ml29fvrox1d1rkIaXQE7CXqtehi0SCOIMILUvB/wfAKO9xf/uapyV+DxFXDlBQhSPQxapBFEGEGqFfCns336PRKtgMerehi0SCOIMIIo4HJqr9iOQLfUDoM2aQQRRhD3Ay6n9oqtf1tqh0GbNIIII4gCLqf2iq2AW2qHQZs0gggjiAIeDwUMwJoC7o0CBmBNAfdGAQOwpoD74iRoAFoUcF/0LwAtCrgvChiAFgXcFwUMQIsC7osCBqBlQgVc+QJ3BdxmtoEk0ggijCAm4ihHAQcxyiSRRhBhBFHA5dRdsV2FtMEok0QaQYQRpP8Cvv/7233+/H3HC7LHyAq45m+PY5RJIo0gwgjSfwFH3IhwYUwFbAd4k1EmiTSCCCOIAi5HAQcxyiSRRhBhBKl4CPqr2ezq49+9fft/X8+uPncI+oX07yajTBJpBBFGkHonYd3MZv/H982Hn3S8GHuNqIDtAG8xyiSRRhBhBKlWwHez2UfNgzez2RcdL8c+I5qIQ/8CsOlAAd9/Obv6ffPo3fXsw+Efgq5JAQOw6UAB//Rp+7SrzUe9UcAAjJYC7oUCBmDT4UPQrbd972YOQb+MAgZg06GTsG5al/7++Gmd06DHU8BOggZgy6ECns/H8cHX84/uv7uuMw/HqAq49hIAEObgdcB3ixmwfv70/60zonukgAEYrcN3Q3r3qpmH8oNve1yitdFMxOEI9A6zDSSRRhBhBKl6O8L//upnj+37/sd/6XgZDhlRAdf6zbGMMkmkEUQYQdwPuBwFHMQok0QaQYQRRAGXU23FdgR6l1EmiTSCCCNI3QL+19v5XZDu/9nxMhwyngKu9IuDGWWSSCOIMILULODvfra4D/BPnzoJ6yXsAO9hlEkijSDCCFKxgL95OgH6qYDHcRmSAg5ilEkijSDCCFL1fsCzD/6f68cCnk9LWWMmypEUsP7dxyiTRBpBhBGkWgG/u57NXj/u/M6nwNqcGLo/45iIQwEDsMehAn4zm330sCzg+axYH/W5UEtjKeDaSwBAoMN3Q5q/77ss4MfdYXdDupAdYAD2OX4/4GUBux/w5fQvAPso4I4pYAD2cQi6YwoYgH2OnIT1SVPAN07CusztrbeAAdjrUAHfLefgmBfw/NbALkO6hAIG4IBDBTy/9vfq63kB3/9hZiKOCyngQ8w2kEQaQYQRpN5MWD99OlszFeVlHttXAe9llEkijSDCCFJxLuj5PvCSmzFcSPseYpRJIo0gwghS9XaEP341vx/S1cd/6XgZDlHA42WUSSKNIMIIUvd+wJUp4PEyyiSRRhBhBKlVwPd/f/vn1nlXf//j58O/Drj/FdsZWAcZZZJII4gwgtQq4M25r8YxE1aNAu77Nw6GUSaJNIIII4gCLkcBBzHKJJFGEGEEqVDA//nZo3+/nl3922crr2ZjKOD+KWAADtkt4HfXsz1MRXkBBQzAIXsOQb/Z078fVNgBVsAAjNeeAr5/+/btn65nV7972/hH/wv2MPwCdhI0AAeddBJWJcMv4NpLAECs064DrkMBAzBaE5oJq2+OQANw2KkF/I/hz4TVN/0LwGFH7ob0p+Y64J//bAzXAfd9gbsCPsJsA0mkEUQYQerdjOFu83JgBXwuR6CPMcokkUYQYQSpVsDb03F8PPxD0L0XcK+/bmCMMkmkEUQYQaoV8M28dP/06ezq//rjq9ns6ouOF2MvBTxeRpkk0ggijCDVbkf45Wz2ydOkWF88lfGHNa5JUsDjZZRJIo0gwghS8W5IV79/qt5PFm1cYxdYAY+XUSaJNIIII0jl2xHeLe7CcDeKmzEo4CBGmSTSCCKMIJUL+N3108Hnx0c1jkEPuoCdBH2UUSaJNIIII0jF94DnBbxs3kozQw96Ig79C8Axh86CfvP0HvC6hxXweewAA3DUkcuQ5m/7Lk6DvqtzGrQCBmC0DhXw407vvHQfq/e9v/zXp6M4CatX+heAow5PRfk0/eT8CqS5+fHo3g24gO0AA3Dc4Zsx/O3V09u/r57693WPi9QYdAHXXgIAsj1/O8K/ffbZ5//sYUl2DbeA7QAD8IxT7wdcgwIGYLQmVMA9XuCuf59jtoEk0ggijCD17gccYLAFbAf4WUaZJNIIIowgFQv4/m+//WztN8O/DrjPAu7rNw2WUSaJNIIII0i9Av7uetY2gpmwFHAQo0wSaQQRRpBqBXw3myngSyngZxllkkgjiDCCVCvgN4+l+/Gf/9GocSGSAh4vo0wSaQQRRpCKtyOcfdLxr36WAh4vo0wSaQQRRpDK9wOuSwGPl1EmiTSCCCNI5fsB1zXUiThchQTAs47fD7iu4RZw7SUAIN6R2xHWuAPhBgUMwGgdvA743fXslxUm32hTwACM1uGZsH58NZu9//OVXwz/OuDeKGAAnnVsD3hkE3H0RgED8KxDBbzVvwr4dE6CBuB5R2bCuvr8H6OaCasv+heA5x2ZCeuLfpdk10An4lDAJzDbQBJpBBFGEDNhldPTiu0I9CmMMkmkEUQYQcyEVU5vBdzLrxk4o0wSaQQRRpBqd0O6cQj6Qgr4FEaZJNIIIowg1Qr4cRf4w8rzcCjgETPKJJFGEGEEqVbA8wb+4C8d//JnKODxMsokkUYQYQSpdhLWr3/+86frf0c0E5YCDmKUSSKNIMIIUvEs6NFNxKGAgxhlkkgjiDCCKOChcRUSAKc4fDOG+gZawLWXAIAhUMBl2QEG4CQKuCwFDMBJFHBZ+heAk+wU8GIWaCdhXUgBA3ASBVyWAgbgJLsF/Ov5pBvziTg2jGAijl4oYABOMqH3gHu5wF0Bn8ZsA0mkEUQYQerNBR1ggAXsJOgTGWWSSCOIMIJUux/w39/+uXUzpL//8fMKt0YaZAF3/ztGwSiTRBpBhBGk4lSUrdOuNh/1RgGPl1EmiTSCCCOIAi5HAQcxyiSRRhBhBKlQwP/52aN/v55d/dtnK69GcRmSAg5ilEkijSDCCFKhgN9dz/b4qOPl2EcBj5dRJok0gggjSI1D0G/29O8HFXaAB1jAToI+lVEmiTSCCCNIjQK+f/v27Z+uZ1e/e9v4R8dLsd/wJuLQvwCc6KSTsCpRwACM1mnXAdcxuAJ2BBqAU01oJqzu6V8ATvVsAX93PZt9/G0fi7JjaAVsBxiAkx0u4L+9mr8LfPN0EvTV7/tbojUFDMBoHSzgm6fJN1YXBVc5I2t4BVx7CQAYjEMFPG/ex9Z9quH7L2ezT3pdqoWBFbAdYABOd6iAH5v3w+8f5tX70cPDnZmwTqB/z2C2gSTSCCKMINVuR/jl0/u+8/3gL9yM4TQK+AxGmSTSCCKMIJXvhnSzOP9KAZ9CAZ/BKJNEGkGEEaRyAb9ZnH6lgE+hgM9glEkijSDCCFK3gJdvAc+PRH9YYV4sBTxeRpkk0ggijCAV3wOefbF6C3i+I+wkrOc4CfocRpkk0ggijCC1Cnj+7u8Hf/kfT0eg7/8wW/Rw34ZWwJ3++JExyiSRRhBhBKlWwD99upiB45PFRzV2gBXwiBllkkgjiDCCVCvg5RxYH37/VMC/rHJnpEFNxOEINADnODwX9P3fPvvNXx7/+9P/+fFf+luetoEVcO0lAGBI3I6wEAUMwDkUcBmOQANwlpMK+P63n/1m+NcBd0r/AnCWnQJez3r1r3/8c+dzvRpQAdsBBuA8hwu41boK+DkKGIDzKOAi9C8A55lQAXd5TbUCPpPZBpJII4gwgvQ/EYcCvoQCPpNRJok0gggjiAIuRwEHMcokkUYQYQRRwOUo4CBGmSTSCCKMIAq4nA5fSydBn8sok0QaQYQRRAGX02kBd/ajR8ook0QaQYQRRAGXo4CDGGWSSCOIMIIo4HIUcBCjTBJpBBFGEAU8BN4CBuBcCvjlbhUwAOfaV8BXv3v76E/Xyw+ePlTAhylgAM62r4D3UcAHqV8AzqeAX0wBA3C+nQK+//vbff78ff/LNpgCrr0EAAzPTgEHGUYB2wEG4AIK+KUUMAAXmFABd3RNtf69hNkGkkgjiDCC9D8RRxAFPF5GmSTSCCKMIAq4HAUcxCiTRBpBhBFEAZejgIMYZZJII4gwgijgcrp5LZ2DdRGjTBJpBBFGEAVcTlcF3MVPHT2jTBJpBBFGEAVcjgIOYpRJIo0gwgiigMvp5LV0BPoyRpkk0ggijCAKOJz+BeAiCvhlFDAAF1HAL6OAAbiIAn4ZBQzARRTwyyhgAC6igF9GAQNwEQX8Iq5CAuAyCvhF9C8Al5lQAXdxTbUCvpDZBpJII4gwgpiIoxwFHMQok0QaQYQRRAGXo4CDGGWSSCOIMIIo4HIUcBCjTBJpBBFGEAVcTgevpZOgL2WUSSKNIMIIooDL6aSAi//IiTDKJJFGEGEEUcDlKOAgRpkk0ggijCAKuJySr+WyeRXwpYwySaQRRBhBFHAmBQzAyyjgiyhgAF5GAV/iVgED8DIK+BLLAnYVEgCXUsCXaAq49oIAMFQK+BIKGIAXUsCXUMAAvJACvoQCBuCFJlTABa+pVsAvZbaBJNIIIowgJuIop3gBOwn6ckaZJNIIIowgCricDgq42A+cHKNMEmkEEUYQBVyOAg5ilEkijSDCCKKAy1HAQYwySaQRRBhBFHA5CjiIUSaJNIIII4gCLkcBBzHKJJFGEGEEUcDllC5gJ0G/gFEmiTSCCCOIAo60LODaiwHAcCngSyhgAF5IAV9CAQPwQgr4EgoYgBdSwJdQwAC8kAK+hAIG4IUU8CXmBewqJABeQAFfYlHAtZcCgAGbUAEXnohDAb+E2QaSSCOIMIKYiKMcBRzEKJNEGkGEEUQBl6OAgxhlkkgjiDCCKOByFHAQo0wSaQQRRhAFXE7ZAnYS9IsYZZJII4gwgijgckoXcLGfNkVGmSTSCCKMIAq4HAUcxCiTRBpBhBFEAZejgIMYZZJII4gwgijgSAoYgBdSwJdQwAC8kAK+hAIG4IUU8CX0LwAvpIAvoYABeCEFfAkFDMALKeBLKGAAXqhsAd/NPjnped/9bDZ7//X8o/svZ40Pv998VmwB618AXqpoAf/06WkF/GZRuB899FrA5a6pVsAvZraBJNIIIowgg5qI46dXs5MK+GZ29frh/g+bT3785O+3nhdcwA8K+GWMMkmkEUQYQYZUwO+uZycV8Go/+Wb23l/b37zzrakFbP/35YwySaQRRBhBhlPA99/MZh+8OlzAN09HnOfulsX7WMRfNF9+s3MAOrmAC/2gCTPKJJFGEGEEGU4Bv7u++o/7L5sCvv/j/Dyrz9elui7g5qM367q+m7XKeEUBj5dRJok0gggjyIAK+DffPqwLeP528NwHzUHmdQG/WRfw6lOP37i7A6yAR8wok0QaQYQRZDgFPNcU8OMHV68fHv7r1bpXmwJet/RN89WtHeBfrfywsPr8Dy96/MMPL/v+5nFTwIV+3hQfL/8vZnmm/Xj5qZjl8djjkT5+2NJNAd8tT2luvc17tIC33gFWwKN/rICTHitgjz0eTwE//nfZtk+1ezNrX+u7p4DfXe95Bzh2Ig4nQQPwcp0U8HrH927esc8W8MYFSWuxBVx7CQAYvpcV8NOlv7PmDdxWATdW1XrkEPR6h3lTZgHbAQaggP4LeH310eos6I0LglsUMACj1fEh6LUj1wHf7T8CHVvAtZcAgBHo6iSsnRmxjsyEdbPvIuCH0AK2AwxACd1chtScVbXu1nUB78wF/Wb/W8CpBVx7CQAYg24K+LFjr75ezA+9593dm9msfTekffvLTxQwAKPVTQE//LicinJvtd637gf8cPgcrMypKBVwEWXCoAxpBBFGkM7D6KiAFzdjuPr42/1P/G5+p4bXywcDKuDbW28Bl2GUSSKNIMIIMqwCLkwBj5dRJok0gggjiAIuRwEHMcokkUYQYQRRwOUUKeACy8GDUSaLNIIII4gCLkcBBzHKJJFGEGEEUcDlKOAgRpkk0ggijCAKuBwFHMQok0QaQYQRRAEncQYWAKUo4DPoXwBKUcBnUMAAlKKAz6CAAShFAZ9BAQNQigI+gwIGoBQFfDonQQNQjAI+nf4FoJgJFfCLr6lWwOWYbSCJNIIII4iJOMpRwEGMMkmkEUQYQRRwOQo4iFEmiTSCCCOIAi5HAQcxyiSRRhBhBFHA5SjgIEaZJNIIIowgCricl76WrkIqyCiTRBpBhBFEAZfz8gIusxw8GGWySCOIMIIo4HIUcBCjTBJpBBFGEAWcQwEDUI4CPpkCBqAcBXwq52ABUJACPpUCBqAgBXwq/QtAQQr4VAoYgIIU8IkcgQagJAV8Iv0LQEkTKuCXXVOtgIsy20ASaQQRRhATcZSjgIMYZZJII4gwgijgchRwEKNMEmkEEUYQBVyOAg5ilEkijSDCCKKAy3nRa+kk6LKMMkmkEUQYQRRwOS8s4GLLwYNRJos0gggjiAIu5yWvpR3gwowySaQRRBhBFHA5CjiIUSaJNIIII4gCzqB/AShLAZ/CDjAAhSngUyhgAApTwKfQvwAUpoBPYAcYgNIU8An0LwClKeATKGAASlPAz3MEGoDiJlTAF19TrX/LM9tAEmkEEUYQE3GUo4CDGGWSSCOIMIIo4HIUcBCjTBJpBBFGEAVczqWvpbeAO2CUSSKNIMIIooDLufC1vFXAHTDKJJFGEGEEUcDlKOAgRpkk0ggijCAKuJzLXkv12wmjTBJpBBFGEAVcjgIOYpRJIo0gwgiigGvTvwB0QQE/QwED0AUF/AwFDEAXFPAzFDAAXVDAz1DAAHRBAR/nJGgAOqGAj9O/AHRCAR+ngAHoxIQK+KJrqhVwN8w2kEQaQYQRxEQc5SjgIEaZJNIIIowgCrgcBRzEKJNEGkGEEUQBl3PJa+kk6I4YZZJII4gwgijgci4r4KKLwIpRJok0gggjiAIuRwEHMcokkUYQYQRRwOUo4CBGmSTSCCKMIAq4HAUcxCiTRBpBhBFEAdelgAHohgI+SgED0A0FfIyrkADoiAI+Rv8C0BEFfIwCBqAjCvgIR6AB6IoCPkL/AtAVBXyYHWAAOjOhAj77mmoF3B2zDSSRRhBhBDERRzkXFHDR30+LUSaJNIIII4gCLufc19IOcIeMMkmkEUQYQRRwOecXcNFfT5tRJok0gggjiAIu58zX0g5wl4wySaQRRBhBFHA5CjiIUSaJNIIII4gCLufsAi7629lglEkijSDCCKKAy1HAQYwySaQRRBhBFHA1ChiADingQxQwAB1SwAc4BwuALingAxQwAF1SwAfoXwC6pID3swMMQKcU8H76F4BOKeD9FDAAnZpQAZ9zTbUj0B0z20ASaQQRRhATcZRzXgEX/dVsM8okkUYQYQRRwOUo4CBGmSTSCCKMIAq4HAUcxCiTRBpBhBFEAZejgIMYZZJII4gwgijgchRwEKNMEmkEEUYQBVzOGa+lk6C7ZpRJIo0gwgiigMs5q4CL/mZ2GGWSSCOIMIIo4CoUMAAdU8B7OAINQNcU8B76F4CuKeA9FDAAXVPAuxyBBqBzCniX/gWgcwp4lwIGoHMKeJcCBqBzEyrgk6+pVsDdM9tAEmkEEUYQE3GUo4CDGGWSSCOIMIIo4HJOfS2dBN0Do0wSaQQRRhAFXM7pBVz017KPUSaJNIIII4gCLkcBBzHKJJFGEGEEUcDlnPhaOgLdB6NMEmkEEUYQBVzOyQVc9Leyl1EmiTSCCCOIAi5HAQcxyiSRRhBhBFHAvVPAAPRAAW9TwAD0QAFvU8AA9EABb3ESNAB9UMBb9C8AfVDAWxQwAH1QwFsUMAB9UMBbFDAAfZhQAZ92TbUC7oXZBpJII4gwgpiIoxwFHMQok0QaQYQRRAGXc9Jr6SqkfhhlkkgjiDCCKOByTizgor+TA4wySaQRRBhBFHA5CjiIUSaJNIIII4gCLkcBBzHKJJFGEGEEUcDlKOAgRpkk0ggijCAKuJxTXkvnYPXEKJNEGkGEEUQB90sBA9APBbxB/wLQDwW8QQED0A8F3OYINAA9UcBt+heAnijgNgUMUMYK7AAAFO9JREFUQE8UcJsCBqAnCrhNAQPQkwkV8AnXVCvgvphtIIk0gggjiIk4ynn+tXQSdG+MMkmkEUQYQRRwOacUcNFfyGFGmSTSCCKMIAq4HAUcxCiTRBpBhBFEAZejgIMYZZJII4gwgijgchRwEKNMEmkEEUYQBVyOAg5ilEkijSDCCKKAy3n2tXQSdH+MMkmkEUQYQRRwj/QvAL1RwGsKGIDeKOA1BQxAbxTwyq23gAHojwJe0r8A9EkBLylgAPqkgJcUMAB9UsBL6heAPk2ogI9fU62Ae2W2gSTSCCKMICbiKEcBBzHKJJFGEGEEUcDlHH0tvQPcL6NMEmkEEUYQBVzOMwVc9HfxDKNMEmkEEUYQBVyOAg5ilEkijSDCCKKAyzn2WjoC3TOjTBJpBBFGEAVczvECLvqreI5RJok0gggjiAIu58hraQe4b0aZJNIIIowgCrgXChiAningOf0LQM8U8IMdYAD6p4Af7AAD0D8FbAcYgAoUsAIGoAIF7Ag0ABUoYAUMQAUTKuCD11Qr4P6ZbSCJNIIII4iJOMpRwEGMMkmkEUQYQRRwOQo4iFEmiTSCCCOIAi7n0GvpJOgKjDJJpBFEGEEUcDmHC7jor+EURpkk0ggijCAKuBwFHMQok0QaQYQRRAGXc+C1dAS6BqNMEmkEEUYQBVzOwQIu+ls4iVEmiTSCCCOIAu6cAgagAgWsgAGoQAErYAAqUMAKGIAKJl/AToIGoAYFrH8BqEABK2AAKph6ATsCDUAVEyrgvddU6986zDaQRBpBhBHERBzlKOAgRpkk0ggijCAKuBwFHMQok0QaQYQRRAGXo4CDGGWSSCOIMIIo4HIUcBCjTBJpBBFGEAVczr7X0knQlRhlkkgjiDCCKOBy9hdw0V/BqYwySaQRRBhBFHA5CjiIUSaJNIIII4gC7pQj0ABUMvUC7vo3AMBeChgAKlDAAFCBAgaAChQwAFQw6QJ2EjQAtUy8gDv+BQBwwIQKePeaagVcjdkGkkgjiDCCmIijHAUcxCiTRBpBhBFEAZejgIMYZZJII4gwgijgchRwEKNMEmkEEUYQBVyOAg5ilEkijSDCCKKAy9l5LV2FVI9RJok0gggjiAIuZ08BF/35nMEok0QaQYQRRAGXo4CDGGWSSCOIMIIo4A4pYACqUcAAUIECBoAKJlzAToIGoJ5JF3CnPx4AjlDAAFCBAgaAChQwAFQwoQLevqZaAVdktoEk0ggijCAm4ihn67V0EnRNRpkk0ggijCAKuJydAi760zmLUSaJNIIII4gCLkcBBzHKJJFGEGEEUcDlKOAgRpkk0ggijCAKuJzN19JbwFUZZZJII4gwgijgcrYLuOgP5zxGmSTSCCKMIAq4HAUcxCiTRBpBhBFEAXdFAQNQkwIGgAoUMABUMNUCdhI0AFVNt4C7+9kA8CwFDAAVKGAAqEABA0AFEyrgjWuqFXBdZhtIIo0gwghiIo5y2q+lk6ArM8okkUYQYQRRwOVsFnDRH825jDJJpBFEGEEUcDkKOIhRJok0gggjiAIuRwEHMcokkUYQYQRRwOUo4CBGmSTSCCKMIAq4HAUcxCiTRBpBhBFEAZejgIMYZZJII4gwgijgTrgKCYDKplrAXf1kADjJJAvYDjAAtSlgAKhgogXc0Q8GgBMpYACoQAEDQAUKGAAqmFABr6+pVsDVmW0giTSCCCOIiTjKaV5LJ0HXZ5RJIo0gwgiigMtRwEGMMkmkEUQYQRRwOQo4iFEmiTSCCCOIAi5HAQcxyiSRRhBhBFHA5SjgIEaZJNIIIowgCricVgEX/blcwCiTRBpBhBFEAZezei3tAAcwyiSRRhBhBFHA5elfAOpTwABQgQIGgAoUMABUoIABoILpFbCToAEIMMUC7uKnAsBZFDAAVDChAl5eU62AE5htIIk0gggjiIk4ylHAQYwySaQRRBhBFHA5CjiIUSaJNIIII4gCLkcBBzHKJJFGEGEEUcDlLF5LVyFFMMokkUYQYQRRwOWsCrjoD+UyRpkk0ggijCAKuBwFHMQok0QaQYQRRAGX8/RaOgKdwSiTRBpBhBFEARemfwGIMLECtgMMQAYFDAAVTK6Ai/9IALiAAgaAChQwAFQwrQL2FjAAISZVwLcKGIAQEyrgH35QwDHMNpBEGkGEEcREHOXMC7joD+RyRpkk0ggijCAKuBwFHMQok0QaQYQRRAGXo4CDGGWSSCOIMIIo4HJ+8A5wDqNMEmkEEUYQBVyOAg5ilEkijSDCCKKAy3EEOohRJok0gggjiAIuRwEHMcokkUYQYQRRwAUpYABiTKmAASCGAgaAChQwAFSggAGgAgUMABWUK+Afv7qezd5//f0pz/3uZ/Onzj+6/3LW+HDrexUwAKNVrIBvDrToPm8WT/3oQQEDMFGlCvhuNvvlPx/u//P6qVaPu5ldvX64/8Ns9snmJ3+/9bziN2Mo+uN4CWEkkUYQYQQZzEQcb5bFu6dHt/306aJ5b2bv/bX55LvrjTp+ooDHSxhJpBFEGEGGUsCPpfrF5gfbbppd47tl8W489c2eY9cKeLyEkUQaQYQRZCgF3Fi16v0f5+dZfb4u1XUBNx+9We/03s329LYCHi9hJJFGEGEEGVwBv7t+atKfXi3Oq/qgOci8LuA36wJefer+y30nbyng8RJGEmkEEUaQwRXw4o3dx0K9ev3w8F+v1r3aFPDj1z5ZfWr11a0d4F+t/LCw+vwPL3r8ww8v+36PCz5e/l/M8kz78fJTMcvjsccjffywpXABL8+lulueitV6m/doAW+9A6yAR/9YASc9VsAeezyCAv5pscv72LHLtn2q3ZtZ+1rfPQW8PG69zSHo8RJGEmkEEUaQzsMoWsDzI8+/f2jv+N7NO/bZAt64IGnNRBwAjNbLCvhx1/XJ8hKkV+sjz41VtR45BL3eYd6kgAEYrYIF/OOnq0k4jhbw+uqj1VnQh64dVsAAjFa5Q9CPZfzet4sP9zXqkeuA7/YfgVbAAIxXsQJ+7N/mot/1Uea1IzNh3Ry4g4MCBmC0ShXwY5t+2J72arlPu+7WdQHvzAX95sANHBQwAKNVqoA3T2R+7Nirrx/3hL/ZN8Pk/Kzo9t2Q9u0vP1HAAIxWoQJun3Y1b9MfX7UebLtv3Q/44cj9GxQwAKNVqIBXp0M3nft0M4arj7/d//Tv5ndqeL180FcBu8A9iDCSSCOIMIIMayKOwhTweAkjiTSCCCOIAi7Hih1EGEmkEUQYQRRwOVbsIMJIIo0gwgiigMuxYgcRRhJpBBFGEAVcjhU7iDCSSCOIMIIo4HKs2EGEkUQaQYQRRAGXY8UOIowk0ggijCAKGADGSAEDQAUKGAAqUMAAUIECBoAKFDAAVKCAAaACBQwAFUyogF3gHkQYSaQRRBhBTMRRjhU7iDCSSCOIMIIo4HKs2EGEkUQaQYQRRAGXY8UOIowk0ggijCAKuBwrdhBhJJFGEGEEUcDlWLGDCCOJNIIII4gCLseKHUQYSaQRRBhBJl7AADAS2yWXXMAaGIDR2O646AIuy8RaQYSRRBpBhBGk8zAUMDUII4k0gggjiAIux4odRBhJpBFEGEEUcDlW7CDCSCKNIMIIooDLsWIHEUYSaQQRRhAFXI4VO4gwkkgjiDCCKOByrNhBhJFEGkGEEUQBA8AYKWAAqEABA0AFChgAKlDAAFCBAgaAChQwAFSggAGgAgUMABVMpoC/+9ls9v7r2ksxcT9+dT1P4funB/dfzhY+/L7yYk3T9utvC6mmiWKZhk2jorvZJ6sPNzeJTjaQqRTwm8UK/VHt5Zi0m41h5adPjTI1bb3+tpB6tgvYplHP42u/KuDNTaKbDWQiBXwzu3r9cP+H2fqPG3p3N5v98p8P9/95vViJ310bXmrafP1tIQkeU/j9g02jop9eNZvA5ibR0QYyjQJe/VVzM3vvr7WXZbreLP96XI4yd/a2qtp4/W0hCd5dL1KwadTymMCqYjc3ia42kGkU8N3yVXt8Fb+ovSyT1bz4yw9u7GxVtfH620ISvFkec7Zp1HH/zWz2wavli7+5SXS1gUyjgG/Wx/Gt2dUt1+E3T/vB1LLx+ttCAtzNloO7TaOOd9dX/3H/5XIL2NwkutpAplHAb9avnmM71b27no8zP3363v/369ns6nPvdlWx+frbQup7HPpXpyfaNKp495tvH5oC3twkutpAJlHAzWv6+HeMsxuqW7yN8vRuy9wH3nSsYeP1t4UEaHaAbRoVrTaFzU2isw1EAdOz5Zkmj8PN1dcPD99di6SKjdffFhJg9Q6wTaMmBVye4SXIT68WGaxOJ1wckKZvG6+/LaS+9YZg06hIAZdneMnxmMXWGSbedaxr/vrbQurbc4GLTaN/Crg8w0uMx/3f7TM8ZVJXp+MLp3qMYKdthdE/BdyB5tRxf1LW9eOnO/1rlKns6fW3hdS27wJTm0b/WmdBtzeJrjaQaRSwqxwzvLuevfft9ieNMnU9vf62kNru9kyxZNPon+uAO2CenwiP/dtcWNGs5+uDO/Ro6/W3hdS2LlubRk3Ni24mrHLMdJvgMYXWH/SrLO52D0rTg83X3xZSW+vQpk2joqaAzQVd0M1s5l4vtW2uu/Pd4W/X90aiZ1uvvy2krvberk2jovbpVrONuyF1soFMpIDv3e20uuYmp8v7jdwt5/v5yNtcVWy+/raQujYObdo06lkX8OYm0dEGMpECfnj47mez2fuvay/FlDUT7K1u+PXjV9cyqWjr9beF1LT53qJNo5r2oYjNTaKTDWQyBQwASRQwAFSggAGgAgUMABUoYACoQAEDQAUKGAAqUMAAUIECBoAKFDAAVKCAAaACBQwAFShgAKhAAQNABQoYACpQwABQgQIGgAoUMABUoIABoAIFDAAVKGAAqEABA0AFChh6cf/N9ezql9+vHt7NPvz+2NObb/vjz2aP39f+1I9fn/o7Dz7zp08P/vrTf/oB91/O3vvraU999ncdWU4YPgUMfXispblVNT0+/OKMb/uo9ZlvZp+c+CsPP/NgsZ3+0w//2lML+ITfpYAZNQUMfbiZXb1++PHTVZXetTv1iLun/m0X1d3s1Io88syDxXb6Tz/o5AI+4XcpYEZNAUMPHltpXjZ3s6vfzx/+9Oniv8+6mW03kAKGsVDA0IN310+HnB8L5enI882JO8DzAt46VK2AYSwUMPTg3fXTLu9joXzycMYOsAJWwIyYAoYebBbw4R3g+7/9ejab/eLrp9Z5fPb2W8DL94QXrXz/3c/XT24ev//5P3ee2fjxq/k51d+vi+1ff5x/z9Uvvt75no2vbCxj+9fsLse6gLeX7/ET81O6P/722X/J7nLCCClg6MHyEPTiPz99emgX8cdXy1r6YF5SzxTw4w9rPbn1ePl2854Cvll87sP/tSq2m9W3PD1uf8/mVzb/KZuLtbUcTQFvL9/Du+W/7uqLZ/4lu8sJY6SAoQcbJ2G9OXTotWncxfVKxwt4XYSLwmt98/zL+wq4KdX/bVls65Z9+iWt79n6yt5lXPzs7eVYFfD251vfOX8RjvxLdpcTRkkBQx9alyG9uz60A/zmsZs+//7h/o/Xq0t/D78HPK+zD76eH71dPvnxqR/85fG/P3653GndeY/16Vse9zHn3/H0lPknfjk/kvzfr7a+Z/cr63/I5q/ZWY5lAe98/ulf93qxl//R0X/JznLCOClg6MNyRo0P/npkB/hxT3B5clbz0eECvmu66bGvFvvVy6eudkF3Cri5pmm+y7k85PxR86s3vmf3Kyvbv2ZnOQ59fvmf9QcH/yU7ywnjpIChF/Pd2qepKBc7wPP3Q99/vfmUm/WUV2+W5XS4gN/MmjOpF5+a19a3+57ZLMGXzbfsXF78WH37S7v5SmshN37NznIsC3jn8+tOX/6jDv1Lji0njIkChn69ab1D+8utrzRt+7jv99RWBwu4fX7w4slPP/Lq3/7n91vPbLSq9PE7WsX2r7//9nq2t4BbX2n91Pav2V2ORQHvfn7nn3LoX3JwOWFkFDD06ukuDPPS+Xa7klp7fk3zHCvgtvmT36xOcVpeILSngD/crs37v/16dQbUVgFvf6Wx+Wt2l6Mp4K3Pt3Z0j/9L9i0njJEChj4t7sKwnJLyzcb1wO0ZLH769JkCbp05vCrgp3O3Fj5pPbPR2p1c/fj2T9ks4J2vrBdz49fsLsfin7H7+UMFvPPMPcsJo6SAoU+L2xDerOq13W1n7QHvPzj7t69aDfz8HvBi5/P9X/zmd/9r6z3g3a8c+DW7y9EU8NbnjxTwzvvRCphJUMDQo+VtCN+sLvrZf4Lx+oylY4eg91/M9K8/fTVrznF+5j3gm2bqi+2TsHa/cuDX7H65OQS99fkj7wFvPtN7wEyFAoYe3awuid2zB3zWWdDzy5o2vtI6gL1ssD1nQa++5WZ1sHi1U3q3eQh6z1cO/Jqd5Vg+Y/fzG1c2fXT8X7K5nDBSChj6s7oLw95D0OddB/z4lffWEzd+su7sgwW8rrP5AeaNAv7x00MF3HxlZfvX7CzHsqJ3Pr/+173ZPES+88zt5YSRUsDQn9VdGO5WU1Zs3pShPRNWM1fzbgE/fWleTlevHz/61zfruR2byas+aj2z8TTD1F8eHv62mmHqzeJA8+K0qtXkGE/fs/uV1u/f+DU7y9GaCWvj86uZsO6/WZf9/n/JznLCOClg6E1zG8K9lyHtzAX9sK+AFycNtyZ7bs56fjPb/O7mmY3mW/73TzduvvDkadFW37P7lcb2r9lejtZEXJvL1/rXfXL8X7K9nDBOChh6s74N4d31um5aNu+G9LCvgBdzWn6y/hnNj1nOdjn/7t9vPrPx3eJbmrsMfbOq2M+X77s237Pzla0FWP+a7eVo3iXeXr71v669vPv+JTvLCaOkgKEv7bsw/Pjr3akoH9b3A1493i3gh/v56cdPU2jd/3Hrxrz//dX1rHVb3fUzGz9+db1xn92nX/f+5983p0g137PzlbWtX7O1HK37AW8v39P9gGe/WM1keeRfsr2cMEYKGAAqUMAAUIECBoAKFDAAVKCAAaACBQwAFShgAKhAAQNABQoYACpQwABQgQIGgAoUMABUoIABoAIFDAAVKGAAqEABA0AFChgAKlDAAFCBAgaAChQwAFSggAGggv8f/QKOy/Y7accAAAAASUVORK5CYII=" width="960" style="display: block; margin: auto;" /></p>
 <p><strong>Questions:</strong></p>
 <ol style="list-style-type: decimal">
 <li>Is the performance in the test data similar to the performance in the validation data above? Should we expect the performance of our classification model to be close to that in our test data when we deploy the model in practice? Why or why not? What should we do if they are different?</li>
@@ -2073,7 +3405,7 @@ <h2>Step 6. Test Accuracy</h2>
 
 // add bootstrap table styles to pandoc tables
 function bootstrapStylePandocTables() {
-  $('tr.header').parent('thead').parent('table').addClass('table table-condensed');
+  $('tr.odd').parent('tbody').parent('table').addClass('table table-condensed');
 }
 $(document).ready(function () {
   bootstrapStylePandocTables();
@@ -2082,6 +3414,49 @@ <h2>Step 6. Test Accuracy</h2>
 
 </script>
 
+<!-- tabsets -->
+
+<script>
+$(document).ready(function () {
+  window.buildTabsets("TOC");
+});
+
+$(document).ready(function () {
+  $('.tabset-dropdown > .nav-tabs > li').click(function () {
+    $(this).parent().toggleClass('nav-tabs-open')
+  });
+});
+</script>
+
+<!-- code folding -->
+
+<script>
+$(document).ready(function ()  {
+
+    // move toc-ignore selectors from section div to header
+    $('div.section.toc-ignore')
+        .removeClass('toc-ignore')
+        .children('h1,h2,h3,h4,h5').addClass('toc-ignore');
+
+    // establish options
+    var options = {
+      selectors: "h1,h2,h3",
+      theme: "bootstrap3",
+      context: '.toc-content',
+      hashGenerator: function (text) {
+        return text.replace(/[.\\/?&!#<>]/g, '').replace(/\s/g, '_');
+      },
+      ignoreSelector: ".toc-ignore",
+      scrollTo: 0
+    };
+    options.showAndHide = false;
+    options.smoothScroll = true;
+
+    // tocify
+    var toc = $("#TOC").tocify(options).data("toc-tocify");
+});
+</script>
+
 <!-- dynamically load mathjax for compatibility with self-contained -->
 <script>
   (function () {
diff --git a/CourseSessions/InClassProcess/MarketSegmentationProcessInClassOP.Rmd b/CourseSessions/InClassProcess/MarketSegmentationProcessInClassOP.Rmd
new file mode 100644
index 00000000..dc532b6c
--- /dev/null
+++ b/CourseSessions/InClassProcess/MarketSegmentationProcessInClassOP.Rmd
@@ -0,0 +1,1057 @@
+---
+title: "A Market Segmentation and Purchase Drivers Process"
+author: "T. Evgeniou"
+output:
+  html_document:
+    css: ../../AnalyticsStyles/default.css
+    theme: paper
+    toc: yes
+    toc_float:
+      collapsed: no
+      smooth_scroll: yes
+  pdf_document:
+    includes:
+      in_header: ../../AnalyticsStyles/default.sty
+always_allow_html: yes
+---
+
+<!-- **Note:** Assuming the working directory is "MYDIRECTORY/INSEADAnalytics" (where you have cloned the course material), you can create an html file by running in your console the command (pay attention to the directory you are in, check it using getwd()) rmarkdown::render("CourseSessions/InClassProcess/MarketSegmentationProcessInClass.Rmd") -->
+
+> **IMPORTANT**: Please make sure you create a copy of this file with a customized name, so that your work (e.g. answers to the questions) is not over-written when you pull the latest content from the course github. 
+This is a **template process for market segmentation based on survey data**, using the  [Boats cases A](http://inseaddataanalytics.github.io/INSEADAnalytics/Boats-A-prerelease.pdf) and  [B](http://inseaddataanalytics.github.io/INSEADAnalytics/Boats-B-prerelease.pdf).
+
+All material and code is available at the INSEAD Data Science for Business website and GitHub. Before starting, make sure you have pulled the [course files](https://github.com/InseadDataAnalytics/INSEADAnalytics) on your GitHub repository. As always, you can use the `help` command in Rstudio to find out about any R function (e.g. type `help(list.files)` to learn what the R function `list.files` does).
+
+**Note:** you can create an html file by running in your console the command 
+rmarkdown::render("CourseSessions/InClassProcess/MarketSegmentationProcessInClassOP.Rmd") 
+(see also a [potential issue with plots](https://github.com/InseadDataAnalytics/INSEADAnalytics/issues/75))
+
+<hr>\clearpage
+
+# The Business Questions
+
+This process can be used as a (starting) template for projects like the one described in the [Boats cases A](http://inseaddataanalytics.github.io/INSEADAnalytics/Boats-A-prerelease.pdf) and  [B](http://inseaddataanalytics.github.io/INSEADAnalytics/Boats-B-prerelease.pdf). For example (but not only), in this case some of the business questions were: 
+
+- What are the main purchase drivers of the customers (and prospects) of this company? 
+
+- Are there different market segments? Which ones? Do the purchase drivers differ across segments? 
+
+- What (possibly market segment specific) product development or brand positioning strategy should the company follow in order to increase its sales? 
+
+See for example some of the analysis of this case in  these slides: <a href="http://inseaddataanalytics.github.io/INSEADAnalytics/Sessions2_3 Handouts.pdf"  target="_blank"> part 1</a> and <a href="http://inseaddataanalytics.github.io/INSEADAnalytics/Sessions4_5 Handouts.pdf"  target="_blank"> part 2</a>.
+
+<hr>\clearpage
+
+# The Process
+
+The "high level" process template is split in 3 parts, corresponding to the course sessions 7-8, 9-10, and an optional last part: 
+
+1. *Part 1*: We use some of the survey questions (e.g. in this case the first 29 "attitude" questions) to find **key customer descriptors** ("factors") using *dimensionality reduction* techniques described in the [Dimensionality Reduction](http://inseaddataanalytics.github.io/INSEADAnalytics/CourseSessions/Sessions23/FactorAnalysisReading.html) reading of Sessions 7-8.
+
+2. *Part 2*: We use the selected customer descriptors to **segment the market** using *cluster analysis* techniques described in the [Cluster Analysis ](http://inseaddataanalytics.github.io/INSEADAnalytics/CourseSessions/Sessions45/ClusterAnalysisReading.html) reading of Sessions 9-10.
+
+3. *Part 3*: For the market segments we create, we will use *classification analysis* to classify people based on whether or not they have purchased a product and find what are the **key purchase drivers per segment**. For this part we will use [classification analysis ](http://inseaddataanalytics.github.io/INSEADAnalytics/CourseSessions/ClassificationProcessCreditCardDefault.html) techniques.
+
+Finally, we will use the results of this analysis to make business decisions, e.g. about brand positioning, product development, etc., depending on our market segments and key purchase drivers we find at the end of this process.
+
+```{r setuplibraries, echo=FALSE, message=FALSE}
+suppressWarnings(source("../../AnalyticsLibraries/library.R"))
+# Package options
+suppressWarnings(ggthemr('fresh'))  # ggplot theme
+opts_knit$set(progress=FALSE, verbose=FALSE)
+opts_chunk$set(echo=FALSE, fig.align="center", fig.width=10, fig.height=6.35, results="asis")
+options(knitr.kable.NA = '')
+
+# Run below only once, then comment out
+# New versions of the networkD3 package may not work properly, so install the following version
+packageurl <- "https://cran.r-project.org/src/contrib/Archive/networkD3/networkD3_0.2.13.tar.gz"
+install.packages(packageurl, repos=NULL, type="source")
+```
+
+<hr>\clearpage
+
+# The Data
+
+First we load the data to use (see the raw .Rmd file to change the data file as needed):
+
+```{r setupdata1E, echo=TRUE, tidy=TRUE}
+# Please ENTER the name of the file with the data used. The file should be a .csv with one row per observation (e.g. person) and one column per attribute. Do not add .csv at the end, make sure the data are numeric.
+datafile_name = "../Sessions23/data/Boats.csv"
+
+# Please enter the minimum number below which you would like not to print - this makes the readability of the tables easier. Default values are either 10e6 (to print everything) or 0.5. Try both to see the difference.
+MIN_VALUE = 0.5
+
+# Please enter the maximum number of observations to show in the report and slides. 
+# DEFAULT is 10. If the number is large the report may be slow.
+max_data_report = 10
+```
+
+```{r}
+ProjectData <- read.csv(datafile_name)
+ProjectData <- data.matrix(ProjectData) 
+ProjectData_INITIAL <- ProjectData
+
+```
+
+<hr>\clearpage
+
+# Part 1: Key Customer Characteristics
+
+The code used here is along the lines of the code in the reading  [FactorAnalysisReading.Rmd](https://github.com/InseadDataAnalytics/INSEADAnalytics/blob/master/CourseSessions/Sessions23/FactorAnalysisReading.Rmd). We follow the process described in the [Dimensionality Reduction ](http://inseaddataanalytics.github.io/INSEADAnalytics/CourseSessions/Sessions23/FactorAnalysisReading.html) reading. 
+
+In this part we also become familiar with:
+
+1. Some visualization tools;
+2. Principal Component Analysis and Factor Analysis;
+3. Introduction to machine learning methods.
+
+(All user inputs for this part should be selected in the code chunk in the raw .Rmd file) 
+
+```{r setupfactor, echo=TRUE, tidy=TRUE}
+# Please ENTER the original raw attributes to use. 
+# Please use numbers, not column names, e.g. c(1:5, 7, 8) uses columns 1,2,3,4,5,7,8
+factor_attributes_used = c(2:30)
+
+# Please ENTER the selection criteria for the factors to use. 
+# Choices: "eigenvalue", "variance", "manual"
+factor_selectionciterion = "eigenvalue"
+
+# Please ENTER the desired minumum variance explained 
+# (Only used in case "variance" is the factor selection criterion used). 
+minimum_variance_explained = 65  # between 1 and 100
+
+# Please ENTER the number of factors to use 
+# (Only used in case "manual" is the factor selection criterion used).
+manual_numb_factors_used = 15
+
+# Please ENTER the rotation eventually used (e.g. "none", "varimax", "quatimax", "promax", "oblimin", "simplimax", and "cluster" - see help(principal)). Default is "varimax"
+rotation_used = "oblimin"
+
+```
+
+```{r}
+factor_attributes_used <- intersect(factor_attributes_used, 1:ncol(ProjectData))
+ProjectDataFactor <- ProjectData[,factor_attributes_used]
+ProjectDataFactor <- data.matrix(ProjectDataFactor)
+```
+
+## Steps 1-2: Check the Data 
+
+Start by some basic visual exploration of, say, a few data:
+
+```{r}
+rownames(ProjectDataFactor) <- paste0("Obs.", sprintf("%02i", 1:nrow(ProjectDataFactor)))
+iprint.df(t(head(round(ProjectDataFactor, 2), max_data_report)))
+```
+
+The data we use here have the following descriptive statistics: 
+
+```{r}
+iprint.df(round(my_summary(ProjectDataFactor), 2))
+```
+
+## Step 3: Check Correlations
+
+This is the correlation matrix of the customer responses to the `r ncol(ProjectDataFactor)` attitude questions - which are the only questions that we will use for the segmentation (see the case):
+
+```{r}
+thecor = round(cor(ProjectDataFactor),2)
+iprint.df(round(thecor,2), scale=TRUE)
+write.csv(round(thecor,2), file = "thecor.csv")
+```
+
+**Questions**
+
+1. Do you see any high correlations between the responses? Do they make sense? 
+2. What do these correlations imply?
+
+**Answers:**
+
+1.Questions 13 and 14, 16 and 17, and 27 and 28 have correlations over 0.6.
+   Normally we use a threshold of 0.7 to signify autocorrelation risk.
+   The correlated questions make intuitive sense:
+          13 and 14 both relate to spending a large amount of money
+          16 and 17 relate to knowledge about boating
+          27 and 28 relate to boating as a passion.
+
+2.These correlations imply that the questions are not independent and they may try to capture the same feature.
+
+
+
+## Step 4: Choose number of factors
+
+Clearly the survey asked many redundant questions (can you think some reasons why?), so we may be able to actually "group" these 29 attitude questions into only a few "key factors". This not only will simplify the data, but will also greatly facilitate our understanding of the customers.
+
+To do so, we use methods called [Principal Component Analysis](https://en.wikipedia.org/wiki/Principal_component_analysis) and [factor analysis](https://en.wikipedia.org/wiki/Factor_analysis) as also discussed in the [Dimensionality Reduction readings](http://inseaddataanalytics.github.io/INSEADAnalytics/CourseSessions/Sessions23/FactorAnalysisReading.html). We can use two different R commands for this (they make slightly different information easily available as output): the command `principal` (check `help(principal)` from R package [psych](http://personality-project.org/r/psych/)), and the command `PCA` from R package [FactoMineR](http://factominer.free.fr) - there are more packages and commands for this, as these methods are very widely used.  
+
+```{r}
+# Here is how the `principal` function is used 
+UnRotated_Results<-principal(ProjectDataFactor, nfactors=ncol(ProjectDataFactor), rotate="none",score=TRUE)
+UnRotated_Factors<-round(UnRotated_Results$loadings,2)
+UnRotated_Factors<-as.data.frame(unclass(UnRotated_Factors))
+colnames(UnRotated_Factors)<-paste("Comp",1:ncol(UnRotated_Factors),sep="")
+```
+
+```{r}
+# Here is how we use the `PCA` function 
+Variance_Explained_Table_results<-PCA(ProjectDataFactor, graph=FALSE)
+Variance_Explained_Table<-Variance_Explained_Table_results$eig
+Variance_Explained_Table_copy<-Variance_Explained_Table
+
+rownames(Variance_Explained_Table) <- paste("Component", 1:nrow(Variance_Explained_Table), sep=" ")
+colnames(Variance_Explained_Table) <- c("Eigenvalue", "Pct of explained variance", "Cumulative pct of explained variance")
+```
+
+Let's look at the **variance explained** as well as the **eigenvalues** (see session readings):
+
+```{r}
+iprint.df(round(Variance_Explained_Table, 2))
+write.csv(round(Variance_Explained_Table,2), file = "Variance_Explained_Table.csv")
+
+```
+
+```{r}
+eigenvalues  <- Variance_Explained_Table[, "Eigenvalue"]
+df           <- cbind(as.data.frame(eigenvalues), c(1:length(eigenvalues)), rep(1, length(eigenvalues)))
+colnames(df) <- c("eigenvalues", "components", "abline")
+iplot.df(melt(df, id="components"))
+```
+
+**Questions:**
+
+1. Can you explain what this table and the plot are? What do they indicate? What can we learn from these?
+2. Why does the plot have this specific shape? Could the plotted line be increasing? 
+3. What characteristics of these results would we prefer to see? Why?
+
+**Answers**
+
+1. This table indicates how the percentage of variance explained changes as the number of components used increases. If there was a business requirement to explain a set percentage of the variance, we could use the table to know how many components to use.
+2. We can use this plot to find the "elbow", which is where the optimal number of components is. After this point there is a diminishing return from adding more components. The plot will always be decreasing because the algorithm orders the components in descending order of usefulness (% of explained variance).
+3. We would prefer to see an "L" shaped curve with a high percentage of variance explained by a few components. This is because it is easier to recommend business actions if there are fewer important components.
+
+
+## Step 5: Interpret the factors
+
+Let's now see how the "top factors" look like. 
+
+```{r}
+if (factor_selectionciterion == "eigenvalue")
+  factors_selected = sum(Variance_Explained_Table_copy[,1] >= 1)
+if (factor_selectionciterion == "variance")
+  factors_selected = 1:head(which(Variance_Explained_Table_copy[,"cumulative percentage of variance"]>= minimum_variance_explained),1)
+if (factor_selectionciterion == "manual")
+  factors_selected = manual_numb_factors_used
+```
+
+To better visualize them, we will use what is called a "rotation". There are many rotation methods. In this case we selected the `r rotation_used` rotation. For our data, the `r factors_selected` selected factors look as follows after this rotation: 
+
+```{r}
+Rotated_Results<-principal(ProjectDataFactor, nfactors=max(factors_selected), rotate=rotation_used,score=TRUE)
+Rotated_Factors<-round(Rotated_Results$loadings,2)
+Rotated_Factors<-as.data.frame(unclass(Rotated_Factors))
+colnames(Rotated_Factors)<-paste("Comp.",1:ncol(Rotated_Factors),sep="")
+
+sorted_rows <- sort(Rotated_Factors[,1], decreasing = TRUE, index.return = TRUE)$ix
+Rotated_Factors <- Rotated_Factors[sorted_rows,]
+
+iprint.df(Rotated_Factors, scale=TRUE)
+write.csv(Rotated_Factors, file = "Rotated_Factors.csv")
+
+```
+
+To better visualize and interpret the factors we often "suppress" loadings with small values, e.g. with absolute values smaller than 0.5. In this case our factors look as follows after suppressing the small numbers:
+
+```{r}
+Rotated_Factors_thres <- Rotated_Factors
+Rotated_Factors_thres[abs(Rotated_Factors_thres) < MIN_VALUE]<-NA
+colnames(Rotated_Factors_thres)<- colnames(Rotated_Factors)
+rownames(Rotated_Factors_thres)<- rownames(Rotated_Factors)
+
+iprint.df(Rotated_Factors_thres, scale=TRUE)
+write.csv(Rotated_Factors_thres, file = "Rotated_Factors_thres.csv")
+
+```
+
+**Questions**
+
+1. What do the first couple of factors mean? Do they make business sense? 
+2. How many factors should we choose for this data/customer base? Please try a few and explain your final choice based on a) statistical arguments, b) on interpretation arguments, c) on business arguments (**you need to consider all three types of arguments**)
+3. How would you interpret the factors you selected?
+4. What lessons about data science do you learn when doing this analysis? Please comment. 
+
+**Answers**
+
+1. The first factor is mostly consisting of questions which relate to boats as status symbols - being big, fast, and to impress others. This makes business sense. The second factor expresses an interest in outdoor life as a hobby for free time. The third factor also makes business sense, and relates to the boat's brand and quality. Additionally, the fourth factor makes sense as the questions relate to being technically knowledgeable about boats. Component 5 is also useful as it reflects a focus on simple/budget functionality.
+2. We should choose 5 factors. We tried a number of different combinations with different inputs (e.g. eigenvalue/variance, varimax/oblimin etc, and we repeatedly found similar results. Additionally the first 5 factors repeatedly express similar business concepts. From a business perspective, 5 is a reasonable number that is not too granular. Adding a 6th factor does not add value because it generally gave us just a single question.  
+3. See question 1.
+4. It is important to try different models to see what fits the data best. We need to balance explanatory power and complexity in our model. We are also able to use data science to identify the underlying motivations of people!
+
+## Step 6:  Save factor scores 
+
+We can now either replace all initial variables used in this part with the factor scores, or just select one of the initial variables for each of the selected factors in order to represent that factor. Here is how the factor scores  are for the first few respondents:
+
+```{r}
+NEW_ProjectData <- round(Rotated_Results$scores[,1:factors_selected,drop=F],2)
+colnames(NEW_ProjectData)<-paste("DV (Factor)",1:ncol(NEW_ProjectData),sep=" ")
+
+iprint.df(t(head(NEW_ProjectData, 10)), scale=TRUE)
+write.csv(NEW_ProjectData, file = "FactorScores.csv")
+
+```
+
+**Questions**
+
+1. Can you describe some of the people using the new derived variables (factor scores)? 
+2. Which of the 29 initial variables would you select to represent each of the factors you selected?  
+
+**Answers**
+
+1. Person "Observation 1" loves his boat's quality; he is very knowledgeable and is proud of his status boat. He does not care about budget!
+   Person "Observation 10" is not looking for a branded boat, but wants a simple boat for a fair price.
+2. Factor 1 = Q21, Factor 2 = Q16, Factor 3 = Q4, Factor 4 = Q9, Factor 5 = Q2.
+
+<hr>\clearpage
+
+# Part 2: Customer Segmentation 
+
+The code used here is along the lines of the code in the reading  [ClusterAnalysisReading.Rmd](https://github.com/InseadDataAnalytics/INSEADAnalytics/blob/master/CourseSessions/Sessions45/ClusterAnalysisReading.Rmd). We follow the process described in the [Cluster Analysis ](http://inseaddataanalytics.github.io/INSEADAnalytics/CourseSessions/Sessions45/ClusterAnalysisReading.html) reading. 
+
+In this part we also become familiar with:
+
+1. Some clustering Methods;
+2. How these tools can be used in practice.
+
+A key family of methods used for segmentation is what is called **clustering methods**. This is a very important problem in statistics and **machine learning**, used in all sorts of applications such as in [Amazon's pioneer work on recommender systems](http://www.cs.umd.edu/~samir/498/Amazon-Recommendations.pdf). There are many *mathematical methods* for clustering. We will use two very standard methods, **hierarchical clustering** and **k-means**. While the "math" behind all these methods can be complex, the R functions used are relatively simple to use, as we will see. 
+
+(All user inputs for this part should be selected in the code chunk in the raw .Rmd file) 
+
+```{r setupcluster, echo=TRUE, tidy=TRUE}
+# Please ENTER then original raw attributes to use for the segmentation (the "segmentation attributes")
+# Please use numbers, not column names, e.g. c(1:5, 7, 8) uses columns 1,2,3,4,5,7,8
+segmentation_attributes_used = c(28,25,27,14,20,8,3,12,13,5,9,11,2,30,24) #c(10,19,5,12,3) 
+
+# Please ENTER then original raw attributes to use for the profiling of the segments (the "profiling attributes")
+# Please use numbers, not column names, e.g. c(1:5, 7, 8) uses columns 1,2,3,4,5,7,8
+profile_attributes_used = c(2:82) 
+
+# Please ENTER the number of clusters to eventually use for this report
+numb_clusters_used = 3 # for boats possibly use 5, for Mall_Visits use 3
+
+# Please enter the method to use for the segmentation:
+profile_with = "kmeans" #  "hclust" or "kmeans"
+
+# Please ENTER the distance metric eventually used for the clustering in case of hierarchical clustering 
+# (e.g. "euclidean", "maximum", "manhattan", "canberra", "binary" or "minkowski" - see help(dist)). 
+# DEFAULT is "euclidean"
+distance_used = "euclidean"
+
+# Please ENTER the hierarchical clustering method to use (options are:
+# "ward", "single", "complete", "average", "mcquitty", "median" or "centroid").
+# DEFAULT is "ward"
+hclust_method = "ward.D"
+
+# Please ENTER the kmeans clustering method to use (options are:
+# "Hartigan-Wong", "Lloyd", "Forgy", "MacQueen").
+# DEFAULT is "Lloyd"
+kmeans_method = "Lloyd"
+
+```
+
+```{r}
+# Same as the initial data
+ProjectData <- ProjectData_INITIAL
+
+segmentation_attributes_used <- intersect(segmentation_attributes_used, 1:ncol(ProjectData))
+profile_attributes_used <- intersect(profile_attributes_used, 1:ncol(ProjectData))
+
+ProjectData_segment <- ProjectData[,segmentation_attributes_used]
+ProjectData_profile <- ProjectData[,profile_attributes_used]
+
+ProjectData_scaled <- apply(ProjectData, 2, function(r) if (sd(r)!=0) (r-mean(r))/sd(r) else 0*r)
+```
+
+## Steps 1-2: Explore the data
+
+(This was done above, so we skip it)
+
+## Step 3. Select Segmentation Variables
+
+For simplicity will use one representative question for each of the factor we found in Part 1 (we can also use the "factor scores" for each respondent) to represent our survey respondents. These are the `segmentation_attributes_used` selected below. We can choose the question with the highest absolute factor loading for each factor. For example, when we use 5 factors with the varimax rotation we can select questions Q.1.9 (I see my boat as a status symbol), Q1.18 (Boating gives me a feeling of adventure), Q1.4 (I only consider buying a boat from a reputable brand), Q1.11 (I tend to perform minor boat repairs and maintenance on my own) and Q1.2 (When buying a boat  getting the lowest price is more important than the boat brand) - try it. These are columns 10, 19, 5, 12, and 3, respectively of the data matrix `Projectdata`. 
+
+## Step 4: Define similarity measure
+
+We need to define a distance metric that measures how different people (observations in general) are from each other. This can be an important choice. Here are the differences between the observations using the distance metric we selected:
+
+```{r}
+euclidean_pairwise <- as.matrix(dist(head(ProjectData_segment, max_data_report), method="euclidean"))
+euclidean_pairwise <- euclidean_pairwise*lower.tri(euclidean_pairwise) + euclidean_pairwise*diag(euclidean_pairwise) + 10e10*upper.tri(euclidean_pairwise)
+euclidean_pairwise[euclidean_pairwise==10e10] <- NA
+rownames(euclidean_pairwise) <- colnames(euclidean_pairwise) <- sprintf("Obs.%02d", 1:max_data_report)
+
+iprint.df(round(euclidean_pairwise))
+```
+
+## Step 5: Visualize Pair-wise Distances
+
+We can see the histogram of, say, the first 2 variables (can you change the code chunk in the raw .Rmd file to see other variables?)
+
+```{r}
+variables_to_plot = 1:2
+do.call(iplot.grid, lapply(variables_to_plot, function(n){
+  iplot.hist(ProjectData_segment[, n], breaks=10, xlab = paste("Variable", n))
+}))
+```
+
+or the histogram of all pairwise distances for the `r distance_used` distance:
+
+```{r}
+Pairwise_Distances <- dist(ProjectData_segment, method = distance_used) 
+iplot.hist(Pairwise_Distances, breaks=10)
+```
+
+## Step 6: Method and Number of Segments
+
+We need to select the clustering method to use, as well as the number of cluster. It may be useful to see the dendrogram from Hierarchical Clustering, to have a quick idea of how the data may be segmented and how many segments there may be. Here is the dendrogram for our data:
+
+```{r}
+Hierarchical_Cluster_distances <- dist(ProjectData_segment, method=distance_used)
+Hierarchical_Cluster <- hclust(Hierarchical_Cluster_distances, method=hclust_method)
+# Display dendogram
+iplot.dendrogram(Hierarchical_Cluster)
+# TODO: Draw dendogram with red borders around the 3 clusters
+#rect.hclust(Hierarchical_Cluster, k=numb_clusters_used, border="red") 
+```
+
+We can also plot the "distances" traveled before we need to merge any of the lower and smaller in size clusters into larger ones - the heights of the tree branches that link the clusters as we traverse the tree from its leaves to its root. If we have n observations, this plot has n-1 numbers, we see the first 20 here. (Find elbow of the plot)
+```{r}
+num <- nrow(ProjectData) - 1
+df1 <- cbind(as.data.frame(Hierarchical_Cluster$height[length(Hierarchical_Cluster$height):1]), c(1:num))
+colnames(df1) <- c("distances","index")
+iplot.df(melt(head(df1, 20), id="index"), xlab="Number of Components")
+```
+
+Here is the segment membership of the first `r max_data_report` respondents if we use hierarchical clustering:
+
+```{r}
+cluster_memberships_hclust <- as.vector(cutree(Hierarchical_Cluster, k=numb_clusters_used)) # cut tree into as many clusters as numb_clusters_used
+cluster_ids_hclust=unique(cluster_memberships_hclust)
+
+ProjectData_with_hclust_membership <- cbind(1:length(cluster_memberships_hclust),cluster_memberships_hclust)
+colnames(ProjectData_with_hclust_membership)<-c("Observation Number","Cluster_Membership")
+
+iprint.df(round(head(ProjectData_with_hclust_membership, max_data_report), 2))
+write.csv(round(ProjectData_with_hclust_membership, 2), file = "ProjectData_with_hclust_membership.csv")
+
+```
+
+while this is the segment membership if we use k-means:
+
+```{r}
+kmeans_clusters <- kmeans(ProjectData_segment,centers= numb_clusters_used, iter.max=2000, algorithm=kmeans_method)
+
+ProjectData_with_kmeans_membership <- cbind(1:length(kmeans_clusters$cluster),kmeans_clusters$cluster)
+colnames(ProjectData_with_kmeans_membership)<-c("Observation Number","Cluster_Membership")
+
+iprint.df(round(head(ProjectData_with_kmeans_membership, max_data_report), 2))
+write.csv(round(ProjectData_with_kmeans_membership, 2), file = "ProjectData_with_kmeans_membership.csv")
+
+```
+
+## Step 7: Profile and interpret the segments 
+
+In market segmentation one may use variables to **profile** the segments which are not the same (necessarily) as those used to **segment** the market: the latter may be, for example, attitude/needs related (you define segments based on what the customers "need"), while the former may be any information that allows a company to identify the defined customer segments (e.g. demographics, location, etc). Of course deciding which variables to use for segmentation and which to use for profiling (and then **activation** of the segmentation for business purposes) is largely subjective.  In this case we can use all survey questions for profiling for now - the `profile_attributes_used` variables selected below. 
+
+There are many ways to do the profiling of the segments. For example, here we show how the *average* answers of the respondents *in each segment* compare to the *average answer of all respondents* using the ratio of the two.  The idea is that if in a segment the average response to a question is very different (e.g. away from ratio of 1) than the overall average, then that question may indicate something about the segment relative to the total population. 
+
+Here are for example the profiles of the segments using the clusters found above.  First let's see just the average answer people gave to each question for the different segments as well as the total population:
+
+```{r}
+cluster_memberships_kmeans <- kmeans_clusters$cluster 
+cluster_ids_kmeans <- unique(cluster_memberships_kmeans)
+
+if (profile_with == "hclust"){
+  cluster_memberships <- cluster_memberships_hclust
+  cluster_ids <-  cluster_ids_hclust  
+}
+if (profile_with == "kmeans"){
+  cluster_memberships <- cluster_memberships_kmeans
+  cluster_ids <-  cluster_ids_kmeans
+}
+
+# WE WILL USE THESE IN THE CLASSIFICATION PART LATER
+NewData = matrix(cluster_memberships,ncol=1)
+
+population_average = matrix(apply(ProjectData_profile, 2, mean), ncol=1)
+colnames(population_average) <- "Population"
+Cluster_Profile_mean <- sapply(sort(cluster_ids), function(i) apply(ProjectData_profile[(cluster_memberships==i), ], 2, mean))
+if (ncol(ProjectData_profile) <2)
+  Cluster_Profile_mean=t(Cluster_Profile_mean)
+colnames(Cluster_Profile_mean) <- paste("Seg.", 1:length(cluster_ids), sep="")
+cluster.profile <- cbind (population_average,Cluster_Profile_mean)
+
+iprint.df(round(cluster.profile, 2))
+write.csv(round(cluster.profile, 2), file = "cluster.profile.csv")
+
+```
+
+We can also "visualize" the segments using **snake plots** for each cluster. For example, we can plot the means of the profiling variables for each of our clusters to better visualize differences between segments. For better visualization we plot the standardized profiling variables.
+
+```{r}
+ProjectData_scaled_profile = ProjectData_scaled[, profile_attributes_used,drop=F]
+
+Cluster_Profile_standar_mean <- sapply(sort(cluster_ids), function(i) apply(ProjectData_scaled_profile[(cluster_memberships==i), ,drop = F], 2, mean))
+if (ncol(ProjectData_scaled_profile) < 2)
+  Cluster_Profile_standar_mean = t(Cluster_Profile_standar_mean)
+colnames(Cluster_Profile_standar_mean) <- paste("Seg ", 1:length(cluster_ids), sep="")
+
+iplot.df(melt(cbind.data.frame(idx=as.numeric(1:nrow(Cluster_Profile_standar_mean)), Cluster_Profile_standar_mean), id="idx"), xlab="Profiling variables (standardized)",  ylab="Mean of cluster")
+
+write.csv(round(Cluster_Profile_standar_mean, 2), file = "Cluster_Profile_standar_mean.csv")
+
+```
+
+We can also compare the averages of the profiling variables of each segment relative to the average of the variables across the whole population. This can also help us better understand whether  there are indeed clusters in our data (e.g. if all segments are much like the overall population, there may be no segments). For example, we can measure the ratios of the average for each cluster to the average of the population, minus 1, (e.g. `avg(cluster)` `/` `avg(population)` `-1`) for each segment and variable:
+
+```{r}
+population_average_matrix <- population_average[,"Population",drop=F] %*% matrix(rep(1,ncol(Cluster_Profile_mean)),nrow=1)
+cluster_profile_ratios <- (ifelse(population_average_matrix==0, 0,Cluster_Profile_mean/population_average_matrix))
+colnames(cluster_profile_ratios) <- paste("Seg.", 1:ncol(cluster_profile_ratios), sep="")
+rownames(cluster_profile_ratios) <- colnames(ProjectData)[profile_attributes_used]
+## printing the result in a clean-slate table
+iprint.df(round(cluster_profile_ratios-1, 2))
+
+```
+
+**Questions**
+
+1. What do the numbers in the last table indicate? What numbers are the more informative?
+2. Based on the tables and snake plot above, what are some key features of each of the segments of this solution?
+
+**Answers**
+
+1. The numbers represent the weighted contribution of the question to that segment. Therefore, the higher the absolute value of the number, the more informative it is.
+2. Segment 2 is very similar to the population mean across all features. Segment 4 scores highly on all variables from 13 to 17, typically an expert buyer who knows boats quite well.
+
+
+## Step 8: Robustness Analysis
+
+We should also consider the robustness of our analysis as we change the clustering method and parameters. Once we are comfortable with the solution we can finally answer our first business questions: 
+
+**Questions**
+
+1. How many segments are there in our market? How many do you select and why? Try a few and explain your final choice based on a) statistical arguments, b) on interpretation arguments, c) on business arguments (**you need to consider all three types of arguments**)
+2. Can you describe the segments you found based on the profiles?
+3. What if you change the number of factors and in general you *iterate the whole analysis*? **Iterations** are key in data science.
+4. Can you now answer the [Boats case questions](http://inseaddataanalytics.github.io/INSEADAnalytics/Boats-A-prerelease.pdf)? What business decisions do you recommend to this company based on your analysis?
+
+**Answers**
+
+1. We believe there are 3 distinct segments in the market. We selected this number because 
+a) From looking at the dendrogram heights reasonable numbers would be between 3 and 5 segments, without increasing the height significantly more.
+b) from interpreting the snake plot when running with 5 segments we see that segments 2,3,4 are more similar to each other, than to segments 1 and 5, this could merit selecting only 3 segments . 
+c) Overall, 3 is a small enough number to have distinct business usage but not so small that it is not offering any granularity.
+It will not always be the case that statistical/interpretation/business arguments all point to an identical number, as is the case here. On balance we choose 3 segments.
+
+2. 
+Segment 1: Scores above average in most areas, meaning that he wants a powerful status boat and is willing to spend more to get it.
+Segment 2: Fairly representative of the population of boaters overall. If we split these into sub-segments (i.e. running with 5 segments) then sub-segment 2a has a specific aversion to repairs, segment 2b is happier to perform repairs, and segment 2c has a particular concern for a no-frills boat at a reasonable price.
+Segment 3: Scores below average, he wants a functional boat and is not concerned with aesthetic value.
+
+3. We tried with 10, 7, 5 and 3 factors. There is a trade-off between the specificity of the segment with its size. The more specific a segment is, the more you may be able to tailor your offering to their needs, but the downside would be a smaller segment. With fewer segments you risk aggregating customers to the point that not all of their desires are addressed accurately.
+
+4. We recommend that the company launches a boat targetting the premium status-driven customers. This is because we find this to be the largest (1019 members) and least price-sensitive segment, where likely the highest margins are. These customers place value on the brand of their boat so it may not be advisable to also simultaneously introduce a cheaper boat, as this could undermine the premium branding.
+
+<hr>\clearpage
+
+# Part 3: Purchase Drivers
+
+We will now use the [classification analysis ](http://inseaddataanalytics.github.io/INSEADAnalytics/CourseSessions/Sessions67/ClassificationAnalysisReading.html) methods to understand the key purchase drivers for boats (a similar analysis can be done for recommendation drivers). For simplicity we do not follow the "generic" steps of classification discussed in that reading, and only consider the classification and purchase drivers analysis for the segments we found above. 
+
+We are interested in understanding the purchase drivers, hence our **dependent** variable is column 82 of the Boats data (`r colnames(ProjectData)[82]`) - why is that? We will use only the subquestions of **Question 16** of the case for now, and also select some of the parameters for this part of the analysis: 
+
+```{r setupclassification, echo=TRUE, tidy=TRUE}
+# Please ENTER the class (dependent) variable:
+# Please use numbers, not column names! e.g. 82 uses the 82nd column are dependent variable.
+# YOU NEED TO MAKE SURE THAT THE DEPENDENT VARIABLES TAKES ONLY 2 VALUES: 0 and 1!!!
+dependent_variable= 82
+
+# Please ENTER the attributes to use as independent variables 
+# Please use numbers, not column names! e.g. c(1:5, 7, 8) uses columns 1,2,3,4,5,7,8
+independent_variables= c(54:80) # use 54-80 for boats
+
+# Please ENTER the profit/cost values for the correctly and wrong classified data:
+actual_1_predict_1 = 100
+actual_1_predict_0 = -75
+actual_0_predict_1 = -50
+actual_0_predict_0 = 0
+
+# Please ENTER the probability threshold above which an observations  
+# is predicted as class 1:
+Probability_Threshold=50 # between 1 and 99%
+
+# Please ENTER the percentage of data used for estimation
+estimation_data_percent = 80
+validation_data_percent = 10
+
+# Please enter 0 if you want to "randomly" split the data in estimation and validation/test
+random_sampling = 0
+
+# Tree parameter
+# PLEASE ENTER THE Tree (CART) complexity control cp (e.g. 0.001 to 0.02, depending on the data)
+CART_cp = 0.01
+
+# Please enter the minimum size of a segment for the analysis to be done only for that segment
+min_segment = 100
+```
+
+```{r}
+ProjectData = ProjectData_INITIAL # Just to initialize the data
+
+Probability_Threshold = Probability_Threshold/100 # make it between 0 and 1
+
+dependent_variable = unique(sapply(dependent_variable,function(i) min(ncol(ProjectData), max(i,1))))
+independent_variables = unique(sapply(independent_variables,function(i) min(ncol(ProjectData), max(i,1))))
+
+if (length(unique(ProjectData[,dependent_variable])) !=2){
+  cat("\n*****\n BE CAREFUL, THE DEPENDENT VARIABLE TAKES MORE THAN 2 VALUES...")
+  cat("\nSplitting it around its median...\n*****\n ")
+  new_dependent = ProjectData[,dependent_variable] >= median(ProjectData[,dependent_variable])
+  ProjectData[,dependent_variable] <- 1*new_dependent
+}
+
+Profit_Matrix = matrix(c(actual_1_predict_1, actual_0_predict_1, actual_1_predict_0, actual_0_predict_0), ncol=2)
+colnames(Profit_Matrix)<- c("Predict 1", "Predict 0")
+rownames(Profit_Matrix) <- c("Actual 1", "Actual 0")
+test_data_percent = 100-estimation_data_percent-validation_data_percent
+CART_control = rpart.control(cp = CART_cp)
+```
+
+**Questions**
+
+1. How do you select the profit/cost values for the analysis? Does the variable `r Profit_Matrix` above relate to the final business decisions? How?
+2. What does the variable "Probability_Threshold" affect? Does it relate to the final business decisions? How?
+
+**Answers**
+
+1. You would select these values based on how you want to reward the algorithm to optimise for correct positives or correct negatives (ie minimising false positives or false negatives). The profit matrix relates very closely to business decisions because it tells us which customers we expect to buy our boat vs which customers actually buy our boat. For example, if we predict that a customer will buy our boat and they do not, this was wasted marketing effort and we want to penalise our algorithm to correct for this. 
+2. If we increase the probability threshold we will have a lower absolute number of positives (we think only a few people will buy from us), but these positives will be more correct predictions. If we decrease the probability threshold we will get more false positives (we think more people will buy from us than actually do). This has implications for how we target our marketing spend - the very certain customers do not necessarily need to have marketing spend allocated to them, nor do the very unlikely customers.
+
+We will use two classification trees and logistic regression. You can select "complexity" control for one of the classification trees in the code chunk of the raw .Rmd file here
+
+```{r CART_control, echo=TRUE, tidy=TRUE}
+CART_control = 0.001
+```
+
+**Question**
+
+1. How can this parameter affect the final results? What business implications can this parameter choice have?
+
+**Answer**
+
+*
+*
+*
+*
+*
+*
+*
+*
+*
+*
+
+This is a "small tree" classification for example:
+
+```{r}
+# FIrst we split the data in estimation, validation, and test
+
+if (random_sampling){
+  estimation_data_ids=sample.int(nrow(ProjectData),floor(estimation_data_percent*nrow(ProjectData)/100))
+  non_estimation_data = setdiff(1:nrow(ProjectData),estimation_data_ids)
+  validation_data_ids=non_estimation_data[sample.int(length(non_estimation_data), floor(validation_data_percent/(validation_data_percent+test_data_percent)*length(non_estimation_data)))]
+  } else {
+    estimation_data_ids=1:floor(estimation_data_percent*nrow(ProjectData)/100)
+    non_estimation_data = setdiff(1:nrow(ProjectData),estimation_data_ids)
+    validation_data_ids = (tail(estimation_data_ids,1)+1):(tail(estimation_data_ids,1) + floor(validation_data_percent/(validation_data_percent+test_data_percent)*length(non_estimation_data)))
+    }
+
+test_data_ids = setdiff(1:nrow(ProjectData), union(estimation_data_ids,validation_data_ids))
+
+estimation_data=ProjectData[estimation_data_ids,]
+validation_data=ProjectData[validation_data_ids,]
+test_data=ProjectData[test_data_ids,]
+```
+
+```{r}
+# just name the variables numerically so that they look ok on the tree plots
+independent_variables_nolabel = paste("IV", 1:length(independent_variables), sep="")
+
+estimation_data_nolabel = cbind(estimation_data[,dependent_variable], estimation_data[,independent_variables])
+colnames(estimation_data_nolabel)<- c(colnames(estimation_data)[dependent_variable],independent_variables_nolabel)
+
+validation_data_nolabel = cbind(validation_data[,dependent_variable], validation_data[,independent_variables])
+colnames(validation_data_nolabel)<- c(dependent_variable,independent_variables_nolabel)
+
+test_data_nolabel = cbind(test_data[,dependent_variable], test_data[,independent_variables])
+colnames(test_data_nolabel)<- c(dependent_variable,independent_variables_nolabel)
+
+estimation_data_nolabel = data.frame(estimation_data_nolabel)
+validation_data_nolabel = data.frame(validation_data_nolabel)
+test_data_nolabel = data.frame(test_data_nolabel)
+
+estimation_data = data.frame(estimation_data)
+validation_data = data.frame(validation_data)
+test_data = data.frame(test_data)
+```
+
+```{r}
+formula=paste(colnames(estimation_data)[dependent_variable],paste(Reduce(paste,sapply(head(independent_variables_nolabel,-1), function(i) paste(i,"+",sep=""))),tail(independent_variables_nolabel,1),sep=""),sep="~")
+CART_tree<-rpart(formula, data= estimation_data_nolabel,method="class", control=CART_control)
+
+rpart.plot(CART_tree, box.palette="OrBu", type=3, extra=1, fallen.leaves=F, branch.lty=3)
+```
+
+```{r}
+CART_tree_large<-rpart(formula, data= estimation_data_nolabel,method="class", control=rpart.control(cp = 0.005))
+```
+
+```{r}
+# Let's first calculate all probabilites for the estimation, validation, and test data
+estimation_Probability_class1_tree<-predict(CART_tree, estimation_data_nolabel)[,2]
+estimation_Probability_class1_tree_large<-predict(CART_tree_large, estimation_data_nolabel)[,2]
+
+validation_Probability_class1_tree<-predict(CART_tree, validation_data_nolabel)[,2]
+validation_Probability_class1_tree_large<-predict(CART_tree_large, validation_data_nolabel)[,2]
+
+test_Probability_class1_tree<-predict(CART_tree, test_data_nolabel)[,2]
+test_Probability_class1_tree_large<-predict(CART_tree_large, test_data_nolabel)[,2]
+
+
+estimation_prediction_class_tree=1*as.vector(estimation_Probability_class1_tree > Probability_Threshold)
+estimation_prediction_class_tree_large=1*as.vector(estimation_Probability_class1_tree_large > Probability_Threshold)
+
+validation_prediction_class_tree=1*as.vector(validation_Probability_class1_tree > Probability_Threshold)
+validation_prediction_class_tree_large=1*as.vector(validation_Probability_class1_tree_large > Probability_Threshold)
+
+test_prediction_class_tree=1*as.vector(test_Probability_class1_tree > Probability_Threshold)
+test_prediction_class_tree_large=1*as.vector(test_Probability_class1_tree_large > Probability_Threshold)
+```
+
+```{r}
+formula_log=paste(colnames(estimation_data[,dependent_variable,drop=F]),paste(Reduce(paste,sapply(head(independent_variables,-1), function(i) paste(colnames(estimation_data)[i],"+",sep=""))),colnames(estimation_data)[tail(independent_variables,1)],sep=""),sep="~")
+
+logreg_solution <- glm(formula_log, family=binomial(link="logit"),  data=estimation_data)
+
+log_coefficients = round(summary(logreg_solution)$coefficients,1)
+```
+
+```{r}
+estimation_Probability_class1_log<-predict(logreg_solution, type="response", newdata=estimation_data[,independent_variables])
+validation_Probability_class1_log<-predict(logreg_solution, type="response", newdata=validation_data[,independent_variables])
+test_Probability_class1_log<-predict(logreg_solution, type="response", newdata=test_data[,independent_variables])
+
+estimation_prediction_class_log=1*as.vector(estimation_Probability_class1_log > Probability_Threshold)
+validation_prediction_class_log=1*as.vector(validation_Probability_class1_log > Probability_Threshold)
+test_prediction_class_log=1*as.vector(test_Probability_class1_log > Probability_Threshold)
+```
+
+After also running the large tree and the logistic regression classifiers, we can then check how much "weight" these three methods put on the different purchase drivers (Q16 of the survey):
+
+```{r}
+log_importance = tail(log_coefficients[,"z value", drop=F],-1) # remove the intercept
+log_importance = log_importance/max(abs(log_importance))
+
+tree_importance = CART_tree$variable.importance
+tree_ordered_drivers = as.numeric(gsub("\\IV"," ",names(CART_tree$variable.importance)))
+tree_importance_final = rep(0,length(independent_variables))
+tree_importance_final[tree_ordered_drivers] <- tree_importance
+tree_importance_final <- tree_importance_final/max(abs(tree_importance_final))
+tree_importance_final <- tree_importance_final*sign(log_importance)
+
+large_tree_importance = CART_tree_large$variable.importance
+large_tree_ordered_drivers = as.numeric(gsub("\\IV"," ",names(CART_tree_large$variable.importance)))
+large_tree_importance_final = rep(0,length(independent_variables))
+large_tree_importance_final[large_tree_ordered_drivers] <- large_tree_importance
+large_tree_importance_final <- large_tree_importance_final/max(abs(large_tree_importance_final))
+large_tree_importance_final <- large_tree_importance_final*sign(log_importance)
+
+Importance_table <- cbind(tree_importance_final,large_tree_importance_final, log_importance)
+colnames(Importance_table) <- c("CART 1", "CART 2", "Logistic Regr.")
+rownames(Importance_table) <- rownames(log_importance)
+
+iprint.df(Importance_table)
+```
+
+Finally, if we were to use the estimated classification models on the test data, we would get the following profit curves (see the raw .Rmd file to select the business profit parameters). 
+
+The profit curve using the small classification tree: 
+
+```{r}
+actual_class<- test_data[,dependent_variable]
+
+probs = test_Probability_class1_tree
+xaxis = sort(unique(c(0,1,probs)), decreasing = TRUE)
+res = Reduce(cbind,lapply(xaxis, function(prob){
+  useonly = which(probs >= prob)
+  predict_class = 1*(probs >= prob)
+  theprofit = Profit_Matrix[1,1]*sum(predict_class==1 & actual_class ==1)+
+    Profit_Matrix[1,2]*sum(predict_class==0 & actual_class ==1)+
+    Profit_Matrix[2,1]*sum(predict_class==1 & actual_class ==0)+
+    Profit_Matrix[2,2]*sum(predict_class==0 & actual_class ==0)
+  
+  c(100*length(useonly)/length(actual_class), theprofit) 
+  }))
+xaxis = res[1,]; yaxis = res[2,]
+df<-data.frame(Percentile = xaxis, Profit = yaxis)
+iplot.df(df, x="Percentile", y="Profit", v=NULL)
+
+best_profits_small_tree = df[which.max(df$Profit),]
+```
+
+The profit curve using the large classification tree: 
+
+```{r}
+probs = test_Probability_class1_tree_large
+xaxis = sort(unique(c(0,1,probs)), decreasing = TRUE)
+res = Reduce(cbind,lapply(xaxis, function(prob){
+  useonly = which(probs >= prob)
+  predict_class = 1*(probs >= prob)
+  theprofit = Profit_Matrix[1,1]*sum(predict_class==1 & actual_class ==1)+
+    Profit_Matrix[1,2]*sum(predict_class==0 & actual_class ==1)+
+    Profit_Matrix[2,1]*sum(predict_class==1 & actual_class ==0)+
+    Profit_Matrix[2,2]*sum(predict_class==0 & actual_class ==0)
+  
+  c(100*length(useonly)/length(actual_class), theprofit) 
+  }))
+xaxis = res[1,]; yaxis = res[2,]
+names(xaxis)<- NULL; names(yaxis) <- NULL
+df<-data.frame(Percentile = xaxis, Profit = yaxis)
+iplot.df(df, x="Percentile", y="Profit", v=NULL)
+
+best_profits_large_tree = df[which.max(df$Profit),]
+```
+
+The profit curve using the logistic regression classifier: 
+
+```{r}
+probs = test_Probability_class1_log
+xaxis = sort(unique(c(0,1,probs)), decreasing = TRUE)
+res = Reduce(cbind,lapply(xaxis, function(prob){
+  useonly = which(probs >= prob)
+  predict_class = 1*(probs >= prob)
+  theprofit = Profit_Matrix[1,1]*sum(predict_class==1 & actual_class ==1)+
+    Profit_Matrix[1,2]*sum(predict_class==0 & actual_class ==1)+
+    Profit_Matrix[2,1]*sum(predict_class==1 & actual_class ==0)+
+    Profit_Matrix[2,2]*sum(predict_class==0 & actual_class ==0)
+  
+  c(100*length(useonly)/length(actual_class), theprofit) 
+  }))
+xaxis = res[1,]; yaxis = res[2,]
+names(xaxis)<- NULL; names(yaxis) <- NULL
+df<-data.frame(Percentile = xaxis, Profit = yaxis)
+iplot.df(df, x="Percentile", y="Profit", v=NULL)
+
+best_profits_logistic = df[which.max(df$Profit),]
+```
+
+These are the maximum total profit achieved in the test data using the three classifiers (without any segment specific analysis so far).
+
+```{r}
+best_profits = rbind(best_profits_small_tree, best_profits_large_tree, best_profits_logistic)
+rownames(best_profits) <- c("Small Tree", "Large Tree", "Logistic Regression")
+iprint.df(round(best_profits, 2))
+```
+
+<hr>\clearpage
+
+# Part 4: Business Decisions
+
+We will now get the results of the overall process (parts 1-3) and based on them make business decisions (e.g. answer the questions of the Boats case study). Specifically, we will study the purchase drivers for each segment we found and consider the profit curves of the developed models on our test data. 
+
+**Final Solution: Segment Specific Analysis**
+
+Let's see first how many observations we have in each segment, for the segments we selected above:
+
+```{r}
+# Let's rename cluster_memberships as cluster_ids
+cluster_ids <- cluster_memberships
+
+cluster_size = NULL
+for (i in sort(unique(cluster_ids))){
+  cluster_size = c(cluster_size,sum(cluster_ids == i))
+  }
+cluster_size = matrix(cluster_size, nrow=1)
+colnames(cluster_size) <- paste("Segment", 1:length(cluster_size), sep=" ")
+rownames(cluster_size) <- "Number of Obs."
+iprint.df(cluster_size, scale=TRUE)
+```
+
+This is our final segment specific analysis and solution. We can study now the purchase drivers (average answers to Q16 of the survey) for each segment. They are as follows:
+
+```{r}
+actual_class<- test_data[,dependent_variable]
+probs_tree = 0*test_Probability_class1_tree
+probs_tree_large = 0*test_Probability_class1_tree_large
+probs_log = 0*test_Probability_class1_log
+Log_Drivers = NULL
+
+for (i in sort(unique(cluster_ids))){
+  useonly = which(cluster_ids==i)
+  if (length(useonly) >= min_segment){
+    
+    test_ids_used = intersect(test_data_ids,useonly)
+    probs_to_fill = which(sapply(test_data_ids, function(i) sum(test_ids_used==i)) !=0)
+    estimation_data_clus=ProjectData[intersect(estimation_data_ids,useonly) ,]
+    test_data_clus=ProjectData[intersect(test_data_ids,useonly),]
+    
+    ###
+    estimation_data_clus_nolabel = cbind(estimation_data_clus[,dependent_variable], estimation_data_clus[,independent_variables])
+    colnames(estimation_data_clus_nolabel)<- c(colnames(estimation_data_clus)[dependent_variable],independent_variables_nolabel)
+    
+    test_data_clus_nolabel = cbind(test_data_clus[,dependent_variable], test_data_clus[,independent_variables])
+    colnames(test_data_clus_nolabel)<- c(dependent_variable,independent_variables_nolabel)
+    
+    estimation_data_clus = data.frame(estimation_data_clus)
+    test_data_clus = data.frame(test_data_clus)
+    estimation_data_clus_nolabel = data.frame(estimation_data_clus_nolabel)
+    test_data_clus_nolabel = data.frame(test_data_clus_nolabel)
+    ###
+    
+    CART_tree<-rpart(formula, data= estimation_data_clus_nolabel,method="class", control=CART_control)    
+    CART_tree_large<-rpart(formula, data= estimation_data_clus_nolabel,method="class", control=rpart.control(cp = 0.005))
+    logreg_solution <- glm(formula_log, family=binomial(link="logit"),  data=estimation_data_clus)
+    
+    #####
+    
+    test_Probability_class1_tree<-predict(CART_tree, test_data_clus_nolabel)[,2]
+    test_Probability_class1_tree_large<-predict(CART_tree_large, test_data_clus_nolabel)[,2]
+    test_Probability_class1_log<-predict(logreg_solution, type="response", newdata=test_data_clus[,independent_variables])
+    
+    #######
+    probs_tree[probs_to_fill] <- test_Probability_class1_tree
+    probs_tree_large[probs_to_fill] <- test_Probability_class1_tree
+    probs_log[probs_to_fill] <- test_Probability_class1_log
+    
+    
+    log_coefficients = round(summary(logreg_solution)$coefficients,1)
+    Log_Drivers_segment = tail(log_coefficients[,"z value", drop=F],-1) # remove the intercept
+    Log_Drivers_segment = Log_Drivers_segment/max(abs(Log_Drivers_segment))
+    
+    tree_importance = CART_tree$variable.importance
+    tree_ordered_drivers = as.numeric(gsub("\\IV"," ",names(CART_tree$variable.importance)))
+    tree_importance_final = rep(0,length(independent_variables))
+    tree_importance_final[tree_ordered_drivers] <- tree_importance
+    tree_importance_final <- tree_importance_final/max(abs(tree_importance_final))
+    tree_importance_final <- tree_importance_final*sign(Log_Drivers_segment)
+    
+    #Log_Drivers = cbind(Log_Drivers,tree_importance_final)
+    Log_Drivers = cbind(Log_Drivers,Log_Drivers_segment)
+
+    
+    }
+  }
+colnames(Log_Drivers) <- paste("Segment", 1:length(unique(cluster_ids)), sep = " ")
+iprint.df(round(tail(Log_Drivers,-1), 2))
+```
+
+The profit curves for the test data in this case are as follows. The profit curve using the small classification tree is: 
+
+```{r}
+actual_class<- test_data[,dependent_variable]
+
+probs = probs_tree
+xaxis = sort(unique(c(0,1,probs)), decreasing = TRUE)
+res = Reduce(cbind,lapply(xaxis, function(prob){
+  useonly = which(probs >= prob)
+  predict_class = 1*(probs >= prob)
+  theprofit = Profit_Matrix[1,1]*sum(predict_class==1 & actual_class ==1)+
+    Profit_Matrix[1,2]*sum(predict_class==0 & actual_class ==1)+
+    Profit_Matrix[2,1]*sum(predict_class==1 & actual_class ==0)+
+    Profit_Matrix[2,2]*sum(predict_class==0 & actual_class ==0)
+  
+  c(100*length(useonly)/length(actual_class), theprofit) 
+  }))
+xaxis = res[1,]; yaxis = res[2,]
+names(xaxis)<- NULL; names(yaxis) <- NULL
+df<-data.frame(Percentile = xaxis, Profit = yaxis)
+iplot.df(df, x="Percentile", y="Profit", v=NULL)
+
+best_profits_small_tree = df[which.max(df$Profit),]
+```
+
+The profit curve using the large classification tree is: 
+
+```{r}
+probs = probs_tree_large
+xaxis = sort(unique(c(0,1,probs)), decreasing = TRUE)
+res = Reduce(cbind,lapply(xaxis, function(prob){
+  useonly = which(probs >= prob)
+  predict_class = 1*(probs >= prob)
+  theprofit = Profit_Matrix[1,1]*sum(predict_class==1 & actual_class ==1)+
+    Profit_Matrix[1,2]*sum(predict_class==0 & actual_class ==1)+
+    Profit_Matrix[2,1]*sum(predict_class==1 & actual_class ==0)+
+    Profit_Matrix[2,2]*sum(predict_class==0 & actual_class ==0)
+  
+  c(100*length(useonly)/length(actual_class), theprofit) 
+  }))
+xaxis = res[1,]; yaxis = res[2,]
+names(xaxis)<- NULL; names(yaxis) <- NULL
+df<-data.frame(Percentile = xaxis, Profit = yaxis)
+iplot.df(df, x="Percentile", y="Profit", v=NULL)
+
+best_profits_large_tree = df[which.max(df$Profit),]
+```
+
+The profit curve using the logistic regression classifier: 
+
+```{r}
+probs = probs_log
+xaxis = sort(unique(c(0,1,probs)), decreasing = TRUE)
+res = Reduce(cbind,lapply(xaxis, function(prob){
+  useonly = which(probs >= prob)
+  predict_class = 1*(probs >= prob)
+  theprofit = Profit_Matrix[1,1]*sum(predict_class==1 & actual_class ==1)+
+    Profit_Matrix[1,2]*sum(predict_class==0 & actual_class ==1)+
+    Profit_Matrix[2,1]*sum(predict_class==1 & actual_class ==0)+
+    Profit_Matrix[2,2]*sum(predict_class==0 & actual_class ==0)
+  
+  c(100*length(useonly)/length(actual_class), theprofit) 
+  }))
+xaxis = res[1,]; yaxis = res[2,]
+names(xaxis)<- NULL; names(yaxis) <- NULL
+df<-data.frame(Percentile = xaxis, Profit = yaxis)
+iplot.df(df, x="Percentile", y="Profit", v=NULL)
+
+best_profits_logistic = df[which.max(df$Profit),]
+```
+
+These are the maximum total profit achieved in the test data using the three classifiers with the selected market segmentation solution.
+
+```{r}
+best_profits = rbind(best_profits_small_tree, best_profits_large_tree, best_profits_logistic)
+rownames(best_profits) <- c("Small Tree", "Large Tree", "Logistic Regression")
+iprint.df(round(best_profits, 2))
+```
+
+**Questions:**
+
+1. What are the main purchase drivers for the segments and solution you found?
+2. How different are the purchase drivers you find when you use segmentation versus when you study all customers as "one segment"? Why? 
+3. Based on the overall analysis, what segmentation would you choose?
+4. What is the business profit the company can achieve (as measured with the test data) based on your solution? 
+5. What business decisions can the company make based on this analysis?
+
+**Answers:**
+
+1. The main purchase drivers are questions: 16 (brand equity), 2 (best in class customer service), 21 (offers boats that are easy to maintain), 17 (boat can handle rough weather), 22 (boat is easy to use), and 24 (low price). 
+2. 
+*
+*
+*
+*
+*
+*
+*
+
+**You have now completed your first market segmentation project.** Do you have data from another survey you can use with this report now? 
+
+**Extra question**: explore and report a new segmentation analysis... 
\ No newline at end of file
diff --git a/CourseSessions/PredictingHousingPrices_FinalProject_DSB_INSEAD_v1.Rmd b/CourseSessions/PredictingHousingPrices_FinalProject_DSB_INSEAD_v1.Rmd
new file mode 100644
index 00000000..50da440c
--- /dev/null
+++ b/CourseSessions/PredictingHousingPrices_FinalProject_DSB_INSEAD_v1.Rmd
@@ -0,0 +1,723 @@
+---
+title: "DSB_Group1_FinalProjectProposal"
+author: "MEMES Marcelo De Rada Ocampo, Ollie Phillpot, Miguel Lucas, Prathamesh Dole, Harshul Lilani"
+output:
+  html_document:
+    css: ../AnalyticsStyles/default.css
+    theme: paper
+    toc: yes
+    toc_float:
+      collapsed: no
+      smooth_scroll: yes
+  pdf_document:
+    includes:
+      in_header: ../AnalyticsStyles/default.sty
+always_allow_html: yes
+---
+
+```{r echo=FALSE, message=FALSE}
+make_pdf_file = 0 # SET THIS TO 1 IF WE COMPILE PDF FILE, 0 OTHERWISE (FOR HTML)
+
+source("../AnalyticsLibraries/library.R")
+source("../AnalyticsLibraries/heatmapOutput.R")
+
+# Package options
+ggthemr('fresh')  # ggplot theme
+opts_knit$set(progress=FALSE, verbose=FALSE)
+opts_chunk$set(echo=FALSE, fig.align="center", fig.width=10, fig.height=6.2)
+options(knitr.kable.NA = '')
+```
+
+``` {r echo=FALSE, message=FALSE}
+# HEADS UP: This entire section has been copy pasted from the file ClassificationProcessCreditCardDefault from class
+# First we will enter the filename
+datafile_name = "../DATA/HousingData_Train.csv"
+ProjectData <- read.csv(datafile_name)
+# We turn the data into data.matrix class so that we can easier manipulate it
+ProjectData <- data.matrix(ProjectData)
+
+# Please ENTER the dependent variable (class).
+# Please use numbers, not column names. E.g., 82 uses the 82nd column as the dependent variable.
+# You need to make sure that dependent variable takes only two values: 0 and 1.
+#dependent_variable = 25
+
+# Please ENTER the attributes to use as independent variables. 
+# Please use numbers, not column names. E.g., c(1:5, 7, 8) uses columns 1,2,3,4,5,7,8.
+#independent_variables = c(1:24) # use all the available attributes
+
+#dependent_variable = unique(sapply(dependent_variable,function(i) min(ncol(ProjectData), max(i,1))))
+#independent_variables = unique(sapply(independent_variables,function(i) min(ncol(ProjectData), max(i,1))))
+
+#if (length(unique(ProjectData[,dependent_variable])) !=2){
+ # cat("\n*****\n BE CAREFUL, THE DEPENDENT VARIABLE TAKES MORE THAN 2 VALUES")
+ # cat("\nSplitting it around its median...\n*****\n ")
+ # new_dependent = ProjectData[,dependent_variable] >= median(ProjectData[,dependent_variable])
+ # ProjectData[,dependent_variable] <- 1*new_dependent
+#}
+
+# Please ENTER the probability threshold above which an observation is predicted as class 1:
+#Probability_Threshold = 0.5 # between 0 and 1
+
+# Please ENTER the percentage of data used for estimation
+#estimation_data_percent = 80
+#validation_data_percent = 10
+#test_data_percent = 100-estimation_data_percent-validation_data_percent
+
+# Please ENTER 1 if you want to randomly split the data in estimation and validation/test
+#random_sampling = 0
+
+# Tree parameter
+# Please ENTER the tree (CART) complexity control cp (e.g. 0.0001 to 0.02, depending on the data)
+#CART_cp = 0.0025
+#CART_control = rpart.control(cp = CART_cp)
+
+# Please ENTER the words for the business interpretation of class 1 and class 0:
+#class_1_interpretation = "default"
+#class_0_interpretation = "no default"
+
+# Please ENTER the profit/cost values for correctly classified and misclassified data:
+#actual_1_predict_1 = 0
+#actual_1_predict_0 = -100000
+#actual_0_predict_1 = 0
+#actual_0_predict_0 = 20000
+
+#Profit_Matrix = matrix(c(actual_1_predict_1, actual_0_predict_1, actual_1_predict_0, actual_0_predict_0), ncol=2)
+#colnames(Profit_Matrix) <- c(paste("Predict 1 (", class_1_interpretation, ")", sep = ""), paste("Predict 0 (", #class_0_interpretation, ")", sep = ""))
+#rownames(Profit_Matrix) <- c(paste("Actual 1 (", class_1_interpretation, ")", sep = ""), paste("Actual 0 (", #class_0_interpretation, ")", sep = ""))
+
+# Please ENTER the maximum number of observations to show in the report and slides 
+# (DEFAULT is 50. If the number is large the report and slides may not be generated - very slow or will crash!!)
+#max_data_report = 10 
+```
+
+# The Business Context
+Generally the largest investment of a person's life is buying a house. It is an emotional affair and people often overpay. There are also many small businesses that build and sell residential housing, but the construction industry is exceedingly slow to adopt new technological practices. When buying or selling property it is considered advantageous to know the area to develop a "feel" for sale prices. This is unscientific and we believe there is much room for optimisation.
+
+We will participate in this Kaggle competion for a personal reason and a business reason:
+1. Miguel is currently looking to buy a house and would like to know potential hidden factors he should look for in order to find a for a good price.
+2. Ollie is a shareholder in his father's housing development company, which has recently completed a project and is looking for its next investment opportunity. This project will be used to identify possible features that could add significant value to the next project and improve ROI.
+
+The Kaggle competition can be found [here](https://www.kaggle.com/c/house-prices-advanced-regression-techniques).
+
+<hr>\clearpage
+
+# The Data
+(Data source: https://www.kaggle.com/c/house-prices-advanced-regression-techniques/data?select=train.csv. We acknowledge the following:
+DeCock, Dean. (2011). UCI Machine Learning Repository [http://jse.amstat.org/v19n3/decock.pdf]. Ames, Iowa: Alternative to the Boston Housing Data as an End of Semester Regression Project at Truman State University.)
+
+The data set has been generated as an alternative for data scientists looking for a modernized and expanded version of the often cited Boston Housing dataset. The following is an example of the data/ data library:
+
+With 79 explanatory variables describing (almost) every aspect of residential homes in Ames, Iowa, this competition challenges participants to predict the final price of each home.
+
+Name                       | Description
+:--------------------------|:--------------------------------------------------------------------
+MSSubClass | Identifies the type of dwelling involved in the sale.	
+       
+        20	1-STORY 1946 & NEWER ALL STYLES
+        30	1-STORY 1945 & OLDER
+        40	1-STORY W/FINISHED ATTIC ALL AGES
+        45	1-1/2 STORY - UNFINISHED ALL AGES
+        50	1-1/2 STORY FINISHED ALL AGES
+        60	2-STORY 1946 & NEWER
+        70	2-STORY 1945 & OLDER
+        75	2-1/2 STORY ALL AGES
+        80	SPLIT OR MULTI-LEVEL
+        85	SPLIT FOYER
+        90	DUPLEX - ALL STYLES AND AGES
+       120	1-STORY PUD (Planned Unit Development) - 1946 & NEWER
+       150	1-1/2 STORY PUD - ALL AGES
+       160	2-STORY PUD - 1946 & NEWER
+       180	PUD - MULTILEVEL - INCL SPLIT LEV/FOYER
+       190	2 FAMILY CONVERSION - ALL STYLES AND AGES
+
+MSZoning | Identifies the general zoning classification of the sale.
+       
+       A	Agriculture
+       C	Commercial
+       FV	Floating Village Residential
+       I	Industrial
+       RH	Residential High Density
+       RL	Residential Low Density
+       RP	Residential Low Density Park 
+       RM	Residential Medium Density
+	
+LotFrontage | Linear feet of street connected to property
+
+LotArea | Lot size in square feet
+
+Street |  Type of road access to property
+      
+       Grvl	Gravel	
+       Pave	Paved
+       	
+Alley | Type of alley access to property
+      
+       Grvl	Gravel
+       Pave	Paved
+       NA 	No alley access
+
+LotShape | General shape of property
+       
+       Reg	Regular	
+       IR1	Slightly irregular
+       IR2	Moderately Irregular
+       IR3	Irregular
+       
+LandContour | Flatness of the property
+       
+       Lvl	Near Flat/Level	
+       Bnk	Banked - Quick and significant rise from street grade to building
+       HLS	Hillside - Significant slope from side to side
+       Low	Depression
+		
+Utilities | Type of utilities available
+       
+       AllPub	All public Utilities (E,G,W,& S)	
+       NoSewr	Electricity, Gas, and Water (Septic Tank)
+       NoSeWa	Electricity and Gas Only
+       ELO	Electricity only	
+	
+LotConfig | Lot configuration
+       
+       Inside	Inside lot
+       Corner	Corner lot
+       CulDSac	Cul-de-sac
+       FR2	Frontage on 2 sides of property
+       FR3	Frontage on 3 sides of property
+
+LandSlope | Slope of property
+      
+       Gtl	Gentle slope
+       Mod	Moderate Slope	
+       Sev	Severe Slope
+	
+Neighborhood | Physical locations within Ames city limits
+      
+       Blmngtn	Bloomington Heights
+       Blueste	Bluestem
+       BrDale	Briardale
+       BrkSide	Brookside
+       ClearCr	Clear Creek
+       CollgCr	College Creek
+       Crawfor	Crawford
+       Edwards	Edwards
+       Gilbert	Gilbert
+       IDOTRR	Iowa DOT and Rail Road
+       MeadowV	Meadow Village
+       Mitchel	Mitchell
+       Names	North Ames
+       NoRidge	Northridge
+       NPkVill	Northpark Villa
+       NridgHt	Northridge Heights
+       NWAmes	Northwest Ames
+       OldTown	Old Town
+       SWISU	South & West of Iowa State University
+       Sawyer	Sawyer
+       SawyerW	Sawyer West
+       Somerst	Somerset
+       StoneBr	Stone Brook
+       Timber	Timberland
+       Veenker	Veenker
+			
+Condition1 | Proximity to various conditions
+       
+       Artery	Adjacent to arterial street
+       Feedr	Adjacent to feeder street	
+       Norm	Normal	
+       RRNn	Within 200' of North-South Railroad
+       RRAn	Adjacent to North-South Railroad
+       PosN	Near positive off-site feature--park, greenbelt, etc.
+       PosA	Adjacent to postive off-site feature
+       RRNe	Within 200' of East-West Railroad
+       RRAe	Adjacent to East-West Railroad
+	
+Condition2 | Proximity to various conditions (if more than one is present)
+       
+       Artery	Adjacent to arterial street
+       Feedr	Adjacent to feeder street	
+       Norm	Normal	
+       RRNn	Within 200' of North-South Railroad
+       RRAn	Adjacent to North-South Railroad
+       PosN	Near positive off-site feature--park, greenbelt, etc.
+       PosA	Adjacent to postive off-site feature
+       RRNe	Within 200' of East-West Railroad
+       RRAe	Adjacent to East-West Railroad
+	
+BldgType | Type of dwelling
+      
+       1Fam	Single-family Detached	
+       2FmCon	Two-family Conversion; originally built as one-family dwelling
+       Duplx	Duplex
+       TwnhsE	Townhouse End Unit
+       TwnhsI	Townhouse Inside Unit
+	
+HouseStyle | Style of dwelling
+      
+       1Story	One story
+       1.5Fin	One and one-half story: 2nd level finished
+       1.5Unf	One and one-half story: 2nd level unfinished
+       2Story	Two story
+       2.5Fin	Two and one-half story: 2nd level finished
+       2.5Unf	Two and one-half story: 2nd level unfinished
+       SFoyer	Split Foyer
+       SLvl	Split Level
+	
+OverallQual | Rates the overall material and finish of the house
+     
+       10	Very Excellent
+       9	Excellent
+       8	Very Good
+       7	Good
+       6	Above Average
+       5	Average
+       4	Below Average
+       3	Fair
+       2	Poor
+       1	Very Poor
+	
+OverallCond | Rates the overall condition of the house
+       
+       10	Very Excellent
+       9	Excellent
+       8	Very Good
+       7	Good
+       6	Above Average	
+       5	Average
+       4	Below Average	
+       3	Fair
+       2	Poor
+       1	Very Poor
+		
+YearBuilt | Original construction date
+
+YearRemodAdd | Remodel date (same as construction date if no remodeling or additions)
+
+RoofStyle | Type of roof
+      
+       Flat	Flat
+       Gable	Gable
+       Gambrel	Gabrel (Barn)
+       Hip	Hip
+       Mansard	Mansard
+       Shed	Shed
+		
+RoofMatl | Roof material
+     
+       ClyTile	Clay or Tile
+       CompShg	Standard (Composite) Shingle
+       Membran	Membrane
+       Metal	Metal
+       Roll	Roll
+       Tar&Grv	Gravel & Tar
+       WdShake	Wood Shakes
+       WdShngl	Wood Shingles
+		
+Exterior1st | Exterior covering on house
+     
+       AsbShng	Asbestos Shingles
+       AsphShn	Asphalt Shingles
+       BrkComm	Brick Common
+       BrkFace	Brick Face
+       CBlock	Cinder Block
+       CemntBd	Cement Board
+       HdBoard	Hard Board
+       ImStucc	Imitation Stucco
+       MetalSd	Metal Siding
+       Other	Other
+       Plywood	Plywood
+       PreCast	PreCast	
+       Stone	Stone
+       Stucco	Stucco
+       VinylSd	Vinyl Siding
+       Wd Sdng	Wood Siding
+       WdShing	Wood Shingles
+	
+Exterior2nd | Exterior covering on house (if more than one material)
+     
+       AsbShng	Asbestos Shingles
+       AsphShn	Asphalt Shingles
+       BrkComm	Brick Common
+       BrkFace	Brick Face
+       CBlock	Cinder Block
+       CemntBd	Cement Board
+       HdBoard	Hard Board
+       ImStucc	Imitation Stucco
+       MetalSd	Metal Siding
+       Other	Other
+       Plywood	Plywood
+       PreCast	PreCast
+       Stone	Stone
+       Stucco	Stucco
+       VinylSd	Vinyl Siding
+       Wd Sdng	Wood Siding
+       WdShing	Wood Shingles
+	
+MasVnrType | Masonry veneer type
+    
+       BrkCmn	Brick Common
+       BrkFace	Brick Face
+       CBlock	Cinder Block
+       None	None
+       Stone	Stone
+	
+MasVnrArea | Masonry veneer area in square feet
+
+ExterQual | Evaluates the quality of the material on the exterior 
+     
+       Ex	Excellent
+       Gd	Good
+       TA	Average/Typical
+       Fa	Fair
+       Po	Poor
+		
+ExterCond | Evaluates the present condition of the material on the exterior
+    
+       Ex	Excellent
+       Gd	Good
+       TA	Average/Typical
+       Fa	Fair
+       Po	Poor
+		
+Foundation | Type of foundation
+    
+       BrkTil	Brick & Tile
+       CBlock	Cinder Block
+       PConc	Poured Contrete	
+       Slab	Slab
+       Stone	Stone
+       Wood	Wood
+		
+BsmtQual | Evaluates the height of the basement
+     
+       Ex	Excellent (100+ inches)	
+       Gd	Good (90-99 inches)
+       TA	Typical (80-89 inches)
+       Fa	Fair (70-79 inches)
+       Po	Poor (<70 inches
+       NA	No Basement
+		
+BsmtCond | Evaluates the general condition of the basement
+     
+       Ex	Excellent
+       Gd	Good
+       TA	Typical - slight dampness allowed
+       Fa	Fair - dampness or some cracking or settling
+       Po	Poor - Severe cracking, settling, or wetness
+       NA	No Basement
+	
+BsmtExposure | Refers to walkout or garden level walls
+     
+       Gd	Good Exposure
+       Av	Average Exposure (split levels or foyers typically score average or above)	
+       Mn	Mimimum Exposure
+       No	No Exposure
+       NA	No Basement
+	
+BsmtFinType1 | Rating of basement finished area
+    
+       GLQ	Good Living Quarters
+       ALQ	Average Living Quarters
+       BLQ	Below Average Living Quarters	
+       Rec	Average Rec Room
+       LwQ	Low Quality
+       Unf	Unfinshed
+       NA	No Basement
+		
+BsmtFinSF1 | Type 1 finished square feet
+
+BsmtFinType2 | Rating of basement finished area (if multiple types)
+    
+       GLQ	Good Living Quarters
+       ALQ	Average Living Quarters
+       BLQ	Below Average Living Quarters	
+       Rec	Average Rec Room
+       LwQ	Low Quality
+       Unf	Unfinshed
+       NA	No Basement
+
+BsmtFinSF2 | Type 2 finished square feet
+
+BsmtUnfSF | Unfinished square feet of basement area
+
+TotalBsmtSF | Total square feet of basement area
+
+Heating | Type of heating
+    
+       Floor	Floor Furnace
+       GasA	Gas forced warm air furnace
+       GasW	Gas hot water or steam heat
+       Grav	Gravity furnace	
+       OthW	Hot water or steam heat other than gas
+       Wall	Wall furnace
+		
+HeatingQC | Heating quality and condition
+   
+       Ex	Excellent
+       Gd	Good
+       TA	Average/Typical
+       Fa	Fair
+       Po	Poor
+		
+CentralAir | Central air conditioning
+    
+       N	No
+       Y	Yes
+		
+Electrical | Electrical system
+    
+       SBrkr	Standard Circuit Breakers & Romex
+       FuseA	Fuse Box over 60 AMP and all Romex wiring (Average)	
+       FuseF	60 AMP Fuse Box and mostly Romex wiring (Fair)
+       FuseP	60 AMP Fuse Box and mostly knob & tube wiring (poor)
+       Mix	Mixed
+		
+1stFlrSF | First Floor square feet
+ 
+2ndFlrSF | Second floor square feet
+
+LowQualFinSF | Low quality finished square feet (all floors)
+
+GrLivArea | Above grade (ground) living area square feet
+
+BsmtFullBath | Basement full bathrooms
+
+BsmtHalfBath | Basement half bathrooms
+
+FullBath | Full bathrooms above grade
+
+HalfBath | Half baths above grade
+
+Bedroom | Bedrooms above grade (does NOT include basement bedrooms)
+
+Kitchen | Kitchens above grade
+
+KitchenQual | Kitchen quality
+       
+       Ex	Excellent
+       Gd	Good
+       TA	Typical/Average
+       Fa	Fair
+       Po	Poor
+       	
+TotRmsAbvGrd | Total rooms above grade (does not include bathrooms)
+
+Functional | Home functionality (Assume typical unless deductions are warranted)
+      
+       Typ	Typical Functionality
+       Min1	Minor Deductions 1
+       Min2	Minor Deductions 2
+       Mod	Moderate Deductions
+       Maj1	Major Deductions 1
+       Maj2	Major Deductions 2
+       Sev	Severely Damaged
+       Sal	Salvage only
+		
+Fireplaces | Number of fireplaces
+
+FireplaceQu | Fireplace quality
+      
+       Ex	Excellent - Exceptional Masonry Fireplace
+       Gd	Good - Masonry Fireplace in main level
+       TA	Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement
+       Fa	Fair - Prefabricated Fireplace in basement
+       Po	Poor - Ben Franklin Stove
+       NA	No Fireplace
+		
+GarageType | Garage location
+      
+       2Types	More than one type of garage
+       Attchd	Attached to home
+       Basment	Basement Garage
+       BuiltIn	Built-In (Garage part of house - typically has room above garage)
+       CarPort	Car Port
+       Detchd	Detached from home
+       NA	No Garage
+		
+GarageYrBlt | Year garage was built
+		
+GarageFinish | Interior finish of the garage
+     
+       Fin	Finished
+       RFn	Rough Finished	
+       Unf	Unfinished
+       NA	No Garage
+		
+GarageCars | Size of garage in car capacity
+
+GarageArea | Size of garage in square feet
+
+GarageQual | Garage quality
+    
+       Ex	Excellent
+       Gd	Good
+       TA	Typical/Average
+       Fa	Fair
+       Po	Poor
+       NA	No Garage
+		
+GarageCond | Garage condition
+    
+       Ex	Excellent
+       Gd	Good
+       TA	Typical/Average
+       Fa	Fair
+       Po	Poor
+       NA	No Garage
+		
+PavedDrive | Paved driveway
+     
+       Y	Paved 
+       P	Partial Pavement
+       N	Dirt/Gravel
+		
+WoodDeckSF | Wood deck area in square feet
+
+OpenPorchSF | Open porch area in square feet
+
+EnclosedPorch | Enclosed porch area in square feet
+
+3SsnPorch | Three season porch area in square feet
+
+ScreenPorch | Screen porch area in square feet
+
+PoolArea | Pool area in square feet
+
+PoolQC | Pool quality
+     
+       Ex	Excellent
+       Gd	Good
+       TA	Average/Typical
+       Fa	Fair
+       NA	No Pool
+		
+Fence | Fence quality
+     
+       GdPrv	Good Privacy
+       MnPrv	Minimum Privacy
+       GdWo	Good Wood
+       MnWw	Minimum Wood/Wire
+       NA	No Fence
+	
+MiscFeature | Miscellaneous feature not covered in other categories
+    
+       Elev	Elevator
+       Gar2	2nd Garage (if not described in garage section)
+       Othr	Other
+       Shed	Shed (over 100 SF)
+       TenC	Tennis Court
+       NA	None
+		
+MiscVal | $Value of miscellaneous feature
+
+MoSold | Month Sold (MM)
+
+YrSold | Year Sold (YYYY)
+
+SaleType | Type of sale
+   
+       WD 	Warranty Deed - Conventional
+       CWD	Warranty Deed - Cash
+       VWD	Warranty Deed - VA Loan
+       New	Home just constructed and sold
+       COD	Court Officer Deed/Estate
+       Con	Contract 15% Down payment regular terms
+       ConLw	Contract Low Down payment and low interest
+       ConLI	Contract Low Interest
+       ConLD	Contract Low Down
+       Oth	Other
+		
+SaleCondition | Condition of sale
+   
+       Normal	Normal Sale
+       Abnorml	Abnormal Sale -  trade, foreclosure, short sale
+       AdjLand	Adjoining Land Purchase
+       Alloca	Allocation - two linked properties with separate deeds, typically condo with a garage unit	
+       Family	Sale between family members
+       Partial	Home was not completed when last assessed (associated with New Homes)
+
+
+Let's look into the data for a few customers. This is how the first r min(max_data_report, nrow(ProjectData)) out of the total of r nrow(ProjectData) rows look like (transposed, for convenience):
+
+
+```{r echo=FALSE, message=FALSE, prompt=FALSE, results='asis'}
+#knitr::kable({
+#  df <- t(head(round(ProjectData[,independent_variables],2), max_data_report))
+#  colnames(df) <- sprintf("%02d", 1:ncol(df))
+#  df
+# })
+```
+
+# A Process for Classification
+
+> It is important to remember that data analytics projects require a delicate balance between experimentation, intuition, and following a process. The value of following a process is so as to avoid getting fooled by randomness in data and finding "results and patterns" that are mainly driven by our own biases and not by the facts/data themselves.
+
+*There is no single best process* for classification. However, we have to start somewhere, so we will use the following process:
+
+1. Create an estimation sample and two validation samples by splitting the data into three groups. Steps 2-5 below will then be performed only on the estimation and the first validation data. You should only do step 6 once on the second validation data, also called **test data**, and only report/use the performance on that (second validation) data to make final business decisions. 
+2. Set up the dependent variable (as a categorical 0-1 variable; multi-class classification is also feasible, and similar, but we do not explore it in this note). 
+3. Make a preliminary assessment of the relative importance of the explanatory variables using visualization tools and simple descriptive statistics. 
+4. Estimate the classification model using the estimation data, and interpret the results.
+5. Assess the accuracy of classification in the first validation sample, possibly repeating steps 2-5 a few times changing the classifier in different ways to increase performance.
+6. Finally, assess the accuracy of classification in the second validation sample. You should eventually use and report all relevant performance measures and plots on this second validation sample only.
+
+Let's follow these steps.
+
+
+## Step 1: Split the data 
+It is very important that you (or the data scientists working on the project) finally measure and report the performance of the models on **data that have not been used at all during the analysis, called "out-of-sample" or test data** (steps 2-5 above). The idea is that in practice we want our models to be used for predicting the class of observations/data we have not seen yet (i.e., "the future data"): although the performance of a classification method may be high in the data used to estimate the model parameters, it may be significantly poorer on data not used for parameter estimation, such as the **out-of-sample** (future) data. 
+
+This is why we split the data into an estimation sample and two validation samples  - using some kind of randomized splitting technique. The second validation data mimic out-of-sample data, and the performance on this validation set is a better approximation of the performance one should expect in practice from the selected classification method. The estimation data and the first validation data are used during steps 2-5 (with a few iterations of these steps), while the second validation data is only used once at the very end before making final business decisions based on the analysis. The split can be, for example, 80% estimation, 10% validation, and 10% test data, depending on the number of observations - for example, when there is a lot of data, you may only keep a few hundreds of them for the validation and test sets, and use the rest for estimation. 
+
+While setting up the estimation and validation samples, you should also check that the same proportion of data from each class (i.e., customers who default versus not) are maintained in each sample. That is, you should maintain the same balance of the dependent variable categories as in the overall dataset. 
+
+For simplicity, in this note we will not iterate steps 2-5. In practice, however, we should usually iterate steps 2-5 a number of times using the first validation sample each time, and at the end make our final assessment of the classification model using the test sample only once.
+
+## Step 2: Set up the dependent variable
+First, make sure the dependent variable is set up as a categorical 0-1 variable. In our illustrative example, we use the payment default (or no default) as the dependent variable. 
+
+## Step 3: Simple Analysis
+Good data analytics start with good contextual knowledge as well as a simple statistical and visual exploration of the data. In the case of classification, one can explore "simple classifications" by assessing how the classes differ along any of the independent variables. For example, these are the statistics of our independent variables across the two classes in the estimation data, class 1 ("default"):
+
+## Step 4: Classification and Interpretation
+Once we decide which  dependent and independent variables to use (which can be revisited in later iterations), one can use a number of classification methods to develop a model that discriminates the different classes.
+
+> Some of the widely used classification methods are:  classification and regression trees (CART), boosted trees, support vector machines, neural networks, nearest neighbors, logistic regression, lasso, random forests, deep learning methods, etc.
+
+In this note we will consider for simplicity only two classification methods: **logistic regression** and **classification and regression trees (CART)**. However, replacing them with other methods is relatively simple (although some knowledge of how these methods work is often necessary - see the R help command for the methods if needed). Understanding how these methods work is beyond the scope of this note - there are many references available online for all these classification methods. 
+
+**Logistic Regression**: Logistic Regression is a method similar to linear regression except that the dependent variable is discrete (e.g., 0 or 1). **Linear** logistic regression estimates the coefficients of a linear model using the selected independent variables while optimizing a classification criterion. For example, this is the logistic regression parameters for our data:
+
+Given a set of independent variables, the output of the estimated logistic regression (the sum of the products of the independent variables with the corresponding regression coefficients) can be used to assess the probability an observation belongs to one of the classes. Specifically, the regression output can be transformed into a probability of belonging to, say, class 1 for each observation. The estimated probability that a validation observation belongs to class 1 (e.g., the estimated probability that the customer defaults) for the first few validation observations, using the logistic regression above, is:
+
+## Step 5: Validation accuracy
+Using the predicted class probabilities of the validation data, as outlined above, we can  generate some measures of classification performance. Before discussing them, note that given the probability an observation belongs to a class, **a reasonable class prediction choice is to predict the class that has the highest probability**. However, this does not need to be the only choice in practice.
+
+> Selecting the probability threshold based on which we predict the class of an observation is a decision the user needs to make. While in some cases a reasonable probability threshold is 50%, in other cases it may be 99.9% or 0.1%.
+
+### 1.  Hit ratio
+This is the percentage of the observations that have been correctly classified (i.e., the predicted class and the actual class are the same). We can just count the number of the validation data correctly classified and divide this number with the total number of the validation data, using the two CART and the logistic regression above. These are as follows for probability threshold :
+
+### 2. Confusion matrix
+The confusion matrix shows for each class the number (or percentage) of the  data that are correctly classified for that class. For example, for the method above with the highest hit rate in the validation data (among logistic regression and the 2 CART models), and for probability threshold , the confusion matrix for the validation data is:
+
+### 3. ROC curve
+Remember that each observation is classified by our model according to the probabilities Pr(0) and Pr(1) and a chosen probability threshold. Typically we set the probability threshold to 0.5 - so that observations for which Pr(1) > 0.5 are classified as 1's. However, we can vary this threshold, for example if we are interested in correctly predicting all 1's but do not mind missing some 0's (and vice-versa).
+
+When we change the probability threshold we get different values of hit rate, false positive and false negative rates, or any other performance metric. We can plot for example how the false positive versus true positive rates change as we alter the probability threshold, and generate the so called ROC curve. 
+
+The ROC curves for the validation data for the logistic regression as well as both the CARTs above are as follows:
+
+### 4. Gains chart
+The gains chart is a popular technique in certain applications, such as direct marketing or credit risk. 
+
+For a concrete example, consider the case of a direct marketing mailing campaign. Say we have a classifier that attempts to identify the likely responders by assigning each case a probability of response. We may want to select as few cases as possible and still capture the maximum number of responders possible. 
+
+We can measure the percentage of all responses the classifier captures if we only select, say, x% of cases: the top x% in terms of the probability of response assigned by our classifier. For each percentage of cases we select (x), we can plot the following point: the x-coordinate will be the percentage of all cases that were selected, while the y-coordinate will be the percentage of all class 1 cases that were captured within the selected cases (i.e., the ratio true positives/positives of the classifier, assuming the classifier predicts class 1 for all the selected cases, and predicts class 0 for all the remaining cases). If we plot these points while we change the percentage of cases we select (x) (i.e., while we change the probability threshold of the classifier), we get a chart that is called the **gains chart**. 
+
+In the credit card default case we are studying, the gains charts for the validation data for our three classifiers are the following:
+
+## Step 6. Test Accuracy
+Having iterated steps 2-5 until we are satisfied with the performance of our selected model on the validation data, in this step the performance analysis outlined in step 5 needs to be done with the test sample. This is the performance that best mimics what one should expect in practice upon deployment of the classification solution, **assuming (as always) that the data used for this performance analysis are representative of the situation in which the solution will be deployed.** 
+
+Let's see in our case how the **hit ratio, confusion matrix, ROC curve, gains chart, and profit curve** look like for our test data. For the hit ratio and the confusion matrix we use the price of the house as the probability threshold for classification.
+
diff --git a/Data/HousingData_Test.csv b/Data/HousingData_Test.csv
new file mode 100644
index 00000000..a19c5c7b
--- /dev/null
+++ b/Data/HousingData_Test.csv
@@ -0,0 +1,1460 @@
+Id,MSSubClass,MSZoning,LotFrontage,LotArea,Street,Alley,LotShape,LandContour,Utilities,LotConfig,LandSlope,Neighborhood,Condition1,Condition2,BldgType,HouseStyle,OverallQual,OverallCond,YearBuilt,YearRemodAdd,RoofStyle,RoofMatl,Exterior1st,Exterior2nd,MasVnrType,MasVnrArea,ExterQual,ExterCond,Foundation,BsmtQual,BsmtCond,BsmtExposure,BsmtFinType1,BsmtFinSF1,BsmtFinType2,BsmtFinSF2,BsmtUnfSF,TotalBsmtSF,Heating,HeatingQC,CentralAir,Electrical,1stFlrSF,2ndFlrSF,LowQualFinSF,GrLivArea,BsmtFullBath,BsmtHalfBath,FullBath,HalfBath,BedroomAbvGr,KitchenAbvGr,KitchenQual,TotRmsAbvGrd,Functional,Fireplaces,FireplaceQu,GarageType,GarageYrBlt,GarageFinish,GarageCars,GarageArea,GarageQual,GarageCond,PavedDrive,WoodDeckSF,OpenPorchSF,EnclosedPorch,3SsnPorch,ScreenPorch,PoolArea,PoolQC,Fence,MiscFeature,MiscVal,MoSold,YrSold,SaleType,SaleCondition
+1461,20,RH,80,11622,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,6,1961,1961,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,468,LwQ,144,270,882,GasA,TA,Y,SBrkr,896,0,0,896,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1961,Unf,1,730,TA,TA,Y,140,0,0,0,120,0,NA,MnPrv,NA,0,6,2010,WD,Normal
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+1479,20,RL,79,14122,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2005,2006,Hip,CompShg,CemntBd,CmentBd,BrkFace,240,Gd,TA,PConc,Ex,TA,No,GLQ,28,Unf,0,1794,1822,GasA,Ex,Y,SBrkr,1822,0,0,1822,0,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2005,RFn,3,678,TA,TA,Y,0,119,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal
+1480,20,RL,110,14300,Pave,NA,Reg,HLS,AllPub,Inside,Mod,NridgHt,Norm,Norm,1Fam,1Story,9,5,2003,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,1095,Ex,TA,PConc,Ex,TA,Gd,GLQ,1373,Unf,0,1473,2846,GasA,Ex,Y,SBrkr,2696,0,0,2696,1,0,2,1,3,1,Ex,10,Typ,2,Gd,Attchd,2003,Fin,3,958,TA,TA,Y,220,150,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1481,60,RL,105,13650,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,232,Gd,TA,PConc,Gd,TA,Gd,GLQ,578,Unf,0,1093,1671,GasA,Ex,Y,SBrkr,1687,563,0,2250,1,0,2,1,3,1,Gd,7,Typ,1,Ex,Attchd,2002,Fin,3,756,TA,TA,Y,238,130,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1482,120,RL,41,7132,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,178,Gd,TA,PConc,Gd,TA,Mn,GLQ,24,Unf,0,1346,1370,GasA,Ex,Y,SBrkr,1370,0,0,1370,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,484,TA,TA,Y,120,49,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1483,20,RL,100,18494,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,1Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1324,1324,GasA,Ex,Y,SBrkr,1324,0,0,1324,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2005,Fin,2,430,TA,TA,Y,36,23,0,0,0,0,NA,NA,NA,0,1,2010,WD,Normal
+1484,120,RL,43,3203,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,14,Gd,TA,PConc,Gd,TA,Av,GLQ,16,Unf,0,1129,1145,GasA,Ex,Y,SBrkr,1145,0,0,1145,0,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2006,Fin,2,437,TA,TA,Y,100,116,0,0,0,0,NA,NA,NA,0,1,2010,WD,Normal
+1485,80,RL,67,13300,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,326,Unf,0,58,384,GasA,Ex,Y,SBrkr,744,630,0,1374,1,0,2,1,3,1,Gd,7,Typ,1,Gd,BuiltIn,2004,Fin,2,400,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1486,60,RL,63,8577,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,847,847,GasA,Ex,Y,SBrkr,847,886,0,1733,0,0,2,1,3,1,Gd,7,Typ,1,Gd,BuiltIn,2004,Fin,2,433,TA,TA,Y,144,48,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1487,60,RL,60,17433,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1998,Hip,CompShg,VinylSd,VinylSd,BrkFace,114,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1629,1629,GasA,Ex,Y,SBrkr,1645,830,0,2475,0,0,2,1,4,1,Gd,7,Typ,1,TA,Attchd,1998,Fin,3,962,TA,TA,Y,23,172,0,0,256,0,NA,NA,NA,0,1,2010,WD,Normal
+1488,20,RL,73,8987,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,226,Gd,TA,PConc,Gd,TA,NA,Unf,0,Unf,0,1595,1595,GasA,Ex,Y,SBrkr,1595,0,0,1595,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,3,880,TA,TA,Y,144,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1489,20,FV,92,9215,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2009,2010,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1218,1218,GasA,Ex,Y,SBrkr,1218,0,0,1218,0,0,2,0,2,1,Gd,4,Typ,0,NA,Attchd,2009,RFn,2,676,TA,TA,Y,0,136,0,0,0,0,NA,NA,NA,0,4,2010,New,Partial
+1490,20,FV,84,10440,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,1Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,GLQ,1414,Unf,0,54,1468,GasA,Ex,Y,SBrkr,1468,0,0,1468,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,Fin,2,528,TA,TA,Y,0,102,0,0,216,0,NA,NA,NA,0,5,2010,WD,Normal
+1491,60,RL,70,11920,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,122,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,831,831,GasA,Ex,Y,SBrkr,831,828,0,1659,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2004,RFn,2,484,TA,TA,Y,144,68,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1492,30,RH,70,9800,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Feedr,Norm,1Fam,1Story,5,5,1920,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,BrkTil,TA,TA,No,Unf,0,Unf,0,816,816,GasA,TA,N,FuseA,1012,0,0,1012,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1920,Unf,1,429,TA,TA,Y,121,0,80,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1493,20,RL,39,15410,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,RRNe,Norm,1Fam,1Story,6,6,1974,2002,Hip,CompShg,Plywood,Plywood,BrkCmn,250,TA,Gd,CBlock,TA,TA,Gd,BLQ,126,GLQ,859,223,1208,GasA,Ex,Y,SBrkr,1494,0,0,1494,1,0,2,0,3,1,TA,7,Typ,2,Fa,Attchd,1974,Fin,2,461,TA,TA,Y,296,0,186,0,0,0,NA,GdPrv,NA,0,4,2010,WD,Abnorml
+1494,60,RL,85,13143,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1993,1993,Gable,CompShg,HdBoard,ImStucc,BrkFace,504,Gd,TA,PConc,Gd,TA,No,LwQ,250,GLQ,981,0,1231,GasA,Ex,Y,SBrkr,1251,1098,0,2349,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1993,RFn,3,762,TA,TA,Y,32,130,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1495,60,RL,88,11134,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1992,1993,Gable,CompShg,HdBoard,HdBoard,BrkFace,180,Gd,TA,PConc,Gd,TA,No,GLQ,1129,Unf,0,261,1390,GasA,Ex,Y,SBrkr,1402,823,0,2225,1,0,2,1,4,1,Gd,7,Typ,1,TA,Attchd,1992,RFn,3,713,TA,TA,Y,198,30,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1496,120,FV,25,4835,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,7,5,2004,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Ex,TA,Av,GLQ,1298,Unf,0,190,1488,GasA,Ex,Y,SBrkr,1488,0,0,1488,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2004,Fin,2,506,TA,TA,Y,168,50,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1497,160,FV,39,3515,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,840,840,GasA,Ex,Y,SBrkr,840,840,0,1680,0,0,2,1,2,1,Gd,3,Typ,0,NA,Attchd,2004,RFn,2,588,TA,TA,Y,0,111,0,0,0,0,NA,NA,NA,0,1,2010,WD,Normal
+1498,160,FV,30,3215,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2004,2004,Gable,CompShg,MetalSd,MetalSd,BrkFace,120,Gd,TA,PConc,Gd,TA,Av,GLQ,280,Unf,0,320,600,GasA,Ex,Y,SBrkr,600,600,0,1200,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2004,RFn,2,480,TA,TA,Y,0,172,0,0,0,0,NA,NA,NA,0,4,2010,ConLD,Normal
+1499,160,FV,24,2544,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,2004,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,368,ALQ,42,190,600,GasA,Ex,Y,SBrkr,600,600,0,1200,1,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2004,RFn,2,480,TA,TA,Y,0,172,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal
+1500,160,FV,24,2544,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,216,Gd,TA,PConc,Gd,TA,No,GLQ,376,Unf,0,224,600,GasA,Ex,Y,SBrkr,600,636,0,1236,1,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2005,RFn,2,480,TA,TA,Y,0,166,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1501,160,FV,NA,2980,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,2000,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,1159,Gd,TA,PConc,Gd,TA,No,GLQ,466,Unf,0,290,756,GasA,Ex,Y,SBrkr,756,756,0,1512,1,0,2,1,2,1,Gd,5,Typ,0,NA,Detchd,2000,Unf,2,440,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1502,160,FV,NA,2403,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,244,Unf,0,286,530,GasA,Ex,Y,SBrkr,530,550,0,1080,0,0,2,1,2,1,Gd,4,Typ,0,NA,Attchd,2003,RFn,2,496,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1503,20,FV,57,12853,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2010,2010,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Ex,Po,No,GLQ,1032,Unf,0,610,1642,GasA,Ex,Y,SBrkr,1418,0,0,1418,1,0,1,1,1,1,Gd,6,Typ,1,Gd,Attchd,2010,RFn,3,852,TA,TA,Y,160,192,0,224,0,0,NA,NA,NA,0,4,2010,New,Partial
+1504,60,FV,68,7379,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,484,Unf,0,491,975,GasA,Ex,Y,SBrkr,975,873,0,1848,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2000,RFn,2,592,TA,TA,Y,280,184,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1505,20,FV,80,8000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,833,Unf,0,659,1492,GasA,Ex,Y,SBrkr,1492,0,0,1492,1,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2002,RFn,2,596,TA,TA,Y,277,137,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1506,20,RL,NA,10456,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1967,1967,Hip,CompShg,HdBoard,HdBoard,BrkFace,120,TA,TA,CBlock,TA,TA,No,GLQ,506,Unf,0,1323,1829,GasA,Gd,Y,SBrkr,1829,0,0,1829,1,0,2,0,4,1,TA,8,Typ,0,NA,Attchd,1967,RFn,2,535,TA,TA,Y,0,76,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1507,60,RL,80,10791,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,5,1993,1993,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,1137,Unf,0,143,1280,GasA,Ex,Y,SBrkr,1280,1215,0,2495,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1993,Unf,2,660,TA,TA,Y,224,32,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1508,50,RL,NA,18837,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1.5Fin,6,5,1978,1978,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,Gd,TA,Mn,ALQ,687,LwQ,46,491,1224,GasA,TA,Y,SBrkr,1287,604,0,1891,0,1,3,0,3,1,TA,7,Typ,1,TA,Attchd,1978,RFn,2,678,TA,TA,Y,0,69,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1509,60,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,6,1971,1971,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,329,Unf,0,386,715,GasA,TA,Y,SBrkr,930,715,0,1645,0,0,1,2,4,1,TA,7,Typ,0,NA,Attchd,1971,RFn,2,441,TA,TA,Y,0,78,0,0,0,0,NA,GdWo,NA,0,6,2010,WD,Normal
+1510,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1966,1966,Hip,CompShg,VinylSd,VinylSd,BrkFace,172,TA,TA,CBlock,TA,TA,No,Rec,698,Unf,0,534,1232,GasA,TA,Y,SBrkr,1232,0,0,1232,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1966,RFn,2,490,TA,TA,Y,0,224,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1511,20,RL,90,9900,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1966,1966,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,BLQ,1059,Unf,0,150,1209,GasA,Gd,Y,SBrkr,1209,0,0,1209,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1966,RFn,2,504,TA,TA,Y,0,0,120,0,0,0,NA,NA,NA,0,4,2010,ConLD,Normal
+1512,20,RL,88,9680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1967,1967,Gable,CompShg,Wd Sdng,Plywood,BrkFace,268,TA,TA,CBlock,TA,TA,No,BLQ,1010,Unf,0,500,1510,GasA,Ex,Y,SBrkr,1510,0,0,1510,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1967,RFn,2,517,TA,TA,Y,0,40,0,0,204,0,NA,GdPrv,NA,0,4,2010,WD,Normal
+1513,80,RL,NA,10600,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,5,1964,1964,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,533,533,GasA,TA,Y,SBrkr,1131,644,0,1775,0,0,2,0,3,1,TA,8,Typ,0,NA,Attchd,1964,Unf,2,480,TA,TA,Y,0,172,0,0,0,0,NA,NA,NA,0,5,2010,COD,Family
+1514,90,RL,98,13260,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,6,1962,2001,Hip,CompShg,HdBoard,HdBoard,BrkFace,144,TA,TA,CBlock,TA,TA,No,BLQ,1500,Unf,0,228,1728,GasA,TA,Y,SBrkr,1728,0,0,1728,2,0,2,0,6,2,TA,10,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2010,Oth,Abnorml
+1515,50,RL,68,9724,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,5,7,1952,2002,Gable,CompShg,MetalSd,MetalSd,BrkFace,265,Gd,TA,CBlock,TA,TA,No,LwQ,670,Unf,0,470,1140,GasA,Gd,Y,SBrkr,1929,532,0,2461,0,0,2,0,3,1,TA,7,Min2,2,Gd,Detchd,1994,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,3,2010,WD,Normal
+1516,50,RL,120,17360,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,6,6,1949,1950,Gable,CompShg,MetalSd,MetalSd,Stone,340,TA,Gd,CBlock,TA,TA,No,Rec,300,Unf,0,482,782,GasA,TA,Y,SBrkr,1019,537,0,1556,0,0,2,0,3,1,TA,6,Typ,1,Gd,Attchd,1949,Unf,2,470,TA,TA,Y,0,0,150,0,0,0,NA,NA,NA,0,1,2010,WD,Normal
+1517,85,RL,75,11380,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SFoyer,6,8,1966,2008,Gable,CompShg,HdBoard,HdBoard,BrkFace,216,TA,TA,CBlock,TA,TA,Gd,GLQ,944,Unf,0,136,1080,GasA,Gd,Y,SBrkr,1128,0,0,1128,1,0,1,0,2,1,Gd,5,Typ,1,Gd,Attchd,1966,Unf,1,315,TA,TA,Y,238,0,0,0,0,0,NA,NA,Shed,1500,1,2010,WD,Normal
+1518,90,RL,70,8267,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,Duplex,1Story,5,5,1958,1958,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1604,1604,GasA,TA,Y,SBrkr,1604,0,0,1604,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1958,Unf,2,576,TA,TA,Y,42,0,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1519,20,RL,70,8197,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,7,5,2003,2009,Gable,CompShg,VinylSd,VinylSd,BrkFace,506,Gd,TA,PConc,Gd,TA,No,GLQ,1188,Unf,0,292,1480,GasA,Ex,Y,SBrkr,1480,0,0,1480,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2003,RFn,2,620,TA,TA,Y,252,73,0,0,0,0,NA,MnPrv,Shed,300,2,2010,WD,Normal
+1520,20,RL,NA,8050,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1959,1959,Hip,CompShg,MetalSd,MetalSd,BrkFace,150,TA,TA,CBlock,TA,TA,No,BLQ,856,Rec,162,125,1143,GasA,TA,Y,SBrkr,1143,0,0,1143,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,1,308,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,5,2010,WD,Normal
+1521,20,RL,87,10725,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1959,1959,Hip,CompShg,MetalSd,MetalSd,BrkFace,91,TA,TA,CBlock,TA,TA,No,Rec,936,Unf,0,270,1206,GasA,Fa,Y,SBrkr,1206,0,0,1206,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,1,312,TA,TA,Y,0,21,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1522,20,RL,80,10032,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1959,1959,Gable,CompShg,Wd Sdng,Wd Sdng,Stone,432,TA,TA,CBlock,TA,TA,No,Rec,734,Unf,0,510,1244,GasA,Ex,Y,SBrkr,1580,0,0,1580,1,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1956,Unf,2,440,TA,TA,Y,0,28,0,0,160,0,NA,GdWo,NA,0,6,2010,WD,Normal
+1523,50,RL,60,8382,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,4,5,1956,1956,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,832,832,GasA,TA,Y,FuseA,832,505,0,1337,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1956,Unf,1,263,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal
+1524,20,RL,60,10950,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1952,1952,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,339,Unf,0,525,864,GasA,TA,Y,SBrkr,1064,0,0,1064,0,1,1,0,2,1,Fa,4,Typ,0,NA,Detchd,1952,Unf,1,318,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1525,20,RL,119,10895,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1955,1955,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,648,Unf,0,324,972,GasA,TA,Y,SBrkr,972,0,0,972,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1955,Unf,1,305,TA,TA,Y,0,0,205,0,0,0,NA,GdWo,NA,0,6,2010,WD,Normal
+1526,190,RL,70,13587,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,2fmCon,1Story,5,5,1958,1958,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Av,Rec,532,Unf,0,456,988,GasA,TA,Y,SBrkr,988,0,0,988,1,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1958,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Abnorml
+1527,30,RL,65,7898,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,7,1920,1994,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,576,576,GasA,Gd,Y,SBrkr,985,0,0,985,0,1,1,0,2,1,TA,4,Typ,0,NA,Detchd,1989,Unf,2,676,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1528,50,RL,60,8064,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,6,8,1948,2004,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,481,Rec,174,161,816,GasA,TA,Y,SBrkr,816,408,0,1224,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1950,Unf,1,280,TA,TA,Y,414,0,0,0,0,0,NA,GdWo,NA,0,5,2010,WD,Normal
+1529,20,RL,81,7635,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1960,1960,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,588,LwQ,350,237,1175,GasA,Ex,Y,SBrkr,1175,0,0,1175,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1960,RFn,2,484,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1530,20,RL,80,9760,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,NAmes,Norm,Norm,1Fam,1Story,6,7,1963,1984,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,218,TA,TA,CBlock,TA,TA,Gd,BLQ,717,LwQ,263,415,1395,GasA,TA,Y,SBrkr,1395,0,0,1395,1,0,1,0,2,1,TA,7,Min1,1,TA,Attchd,1963,RFn,2,440,TA,TA,Y,657,0,113,0,240,0,NA,NA,NA,0,5,2010,WD,Normal
+1531,50,RM,60,4800,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,4,5,1900,1954,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,771,TA,TA,PConc,TA,TA,No,ALQ,48,Unf,0,661,709,GasA,TA,Y,SBrkr,1157,687,0,1844,1,0,1,0,3,1,TA,9,Min2,2,Gd,Basment,1900,Unf,1,240,TA,TA,Y,84,0,0,0,0,0,NA,NA,NA,0,1,2010,COD,Abnorml
+1532,30,RM,56,4485,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,5,7,1920,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,BLQ,579,Unf,0,357,936,GasA,TA,Y,SBrkr,936,0,0,936,1,0,1,0,2,1,TA,5,Typ,1,Gd,NA,NA,NA,0,0,NA,NA,P,51,0,135,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Normal
+1533,20,RM,69,5805,Pave,Grvl,Reg,Bnk,AllPub,Inside,Mod,OldTown,Norm,Norm,1Fam,1Story,5,7,1957,1957,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Mn,BLQ,274,Rec,1073,0,1347,GasA,Gd,Y,SBrkr,1347,0,0,1347,1,1,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1957,Unf,2,551,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1534,45,RM,50,6900,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,6,7,1938,2000,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,827,827,GasA,Gd,Y,SBrkr,827,424,0,1251,0,0,1,0,3,1,Fa,6,Typ,0,NA,Detchd,1938,Unf,1,240,Fa,TA,N,0,0,0,0,0,0,NA,NA,NA,0,1,2010,WD,Normal
+1535,50,RM,69,11851,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,5,7,1948,2009,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,TA,No,BLQ,780,Unf,0,247,1027,GasA,Ex,Y,SBrkr,1027,606,0,1633,0,0,1,0,3,1,Gd,7,Typ,1,Gd,Detchd,1948,Unf,1,240,TA,TA,Y,0,100,126,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1536,50,RM,NA,8239,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,5,6,1920,1962,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Rec,176,Unf,0,832,1008,GasA,TA,Y,SBrkr,1060,185,0,1245,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1962,Unf,1,315,TA,TA,Y,0,0,334,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1537,30,RM,68,9656,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,2,2,1923,1970,Gable,CompShg,AsbShng,AsbShng,None,0,TA,Fa,BrkTil,Fa,Fa,No,Unf,0,Unf,0,678,678,GasA,TA,N,SBrkr,832,0,0,832,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1928,Unf,2,780,Fa,Fa,N,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Abnorml
+1538,70,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,8,9,1900,2003,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,930,930,GasW,TA,N,SBrkr,930,636,0,1566,0,0,2,0,3,1,Gd,7,Typ,0,NA,Detchd,1930,Unf,1,288,TA,TA,Y,54,228,246,0,0,0,NA,NA,NA,0,4,2010,WD,Abnorml
+1539,70,RM,50,9000,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,8,9,1890,2002,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,Stone,Fa,Fa,No,Unf,0,Unf,0,346,346,GasA,Ex,Y,SBrkr,1157,1111,0,2268,0,0,3,0,3,1,Gd,7,Typ,0,NA,Detchd,2003,Unf,2,624,TA,TA,N,0,108,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1540,190,RM,100,9045,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,5,3,1910,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,BrkTil,TA,TA,Mn,Unf,0,Unf,0,840,840,Grav,Fa,N,FuseF,1128,1128,0,2256,0,0,2,0,4,2,Fa,12,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,18,18,0,0,0,NA,NA,NA,0,6,2010,WD,Abnorml
+1541,70,RM,60,10560,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,7,1922,1994,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Fa,TA,No,Rec,283,Unf,0,455,738,GasA,Ex,Y,SBrkr,868,602,0,1470,0,0,1,1,2,1,TA,6,Min1,0,NA,Detchd,1970,Unf,2,624,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1542,50,RM,53,5830,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Feedr,Feedr,1Fam,1.5Fin,5,6,1950,1997,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,788,Unf,0,200,988,GasA,Ex,Y,SBrkr,1030,582,0,1612,0,0,1,1,3,1,TA,7,Typ,0,NA,Detchd,1950,Unf,1,363,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,3,2010,WD,Normal
+1543,75,RL,NA,7793,Pave,NA,IR1,Bnk,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,2.5Unf,7,7,1922,2005,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,No,BLQ,474,Unf,0,634,1108,GasA,TA,N,FuseA,1160,908,0,2068,0,0,1,1,3,1,Gd,8,Typ,1,Gd,Detchd,1928,Unf,1,315,TA,TA,Y,0,0,60,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1544,30,RM,50,5000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Feedr,Norm,1Fam,1Story,4,7,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Rec,188,Unf,0,577,765,GasA,TA,N,FuseF,765,0,0,765,1,0,1,0,2,1,Gd,4,Typ,0,NA,Detchd,1926,Unf,1,200,Fa,TA,P,135,0,41,0,0,0,NA,MnPrv,NA,0,4,2010,WD,Normal
+1545,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,7,1939,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Gd,No,BLQ,452,LwQ,12,144,608,GasA,TA,Y,SBrkr,608,524,0,1132,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1939,Unf,1,240,TA,TA,Y,0,0,128,0,0,0,NA,MnPrv,NA,0,4,2010,WD,Abnorml
+1546,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,6,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,LwQ,264,Unf,0,308,572,GasA,Ex,Y,FuseA,848,348,0,1196,0,1,1,1,3,1,TA,6,Typ,2,Gd,Detchd,1973,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1547,50,RM,53,6360,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Feedr,Norm,1Fam,1.5Fin,5,6,1942,1950,Gable,CompShg,MetalSd,MetalSd,Stone,300,TA,TA,CBlock,TA,TA,No,Rec,360,LwQ,159,316,835,GasA,TA,Y,FuseA,955,498,0,1453,0,0,1,1,3,1,Gd,7,Min2,2,Fa,Detchd,1942,Unf,1,240,TA,TA,Y,0,0,35,0,148,0,NA,NA,NA,0,3,2010,WD,Normal
+1548,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,7,1948,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,300,Unf,0,480,780,GasA,TA,Y,SBrkr,780,636,0,1416,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1948,Unf,1,312,TA,TA,P,221,0,48,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1549,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,7,1936,1980,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,Fa,No,Rec,276,Unf,0,252,528,GasA,Gd,Y,SBrkr,548,492,0,1040,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1979,Fin,2,624,TA,TA,P,306,0,32,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1550,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,5,1930,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,448,Unf,0,480,928,GasA,TA,Y,FuseF,928,608,0,1536,0,0,2,0,4,1,TA,7,Typ,1,Gd,Detchd,1930,Unf,2,480,TA,TA,Y,0,10,0,0,0,0,NA,MnPrv,NA,0,3,2010,WD,Normal
+1551,30,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,6,5,1923,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,Fa,No,ALQ,960,Unf,0,164,1124,GasA,TA,Y,SBrkr,1068,0,0,1068,1,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1923,Unf,1,288,TA,TA,Y,0,0,128,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1552,50,RM,57,8094,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,4,5,1915,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,CBlock,TA,TA,No,Unf,0,Unf,0,888,888,GasA,Ex,Y,SBrkr,888,1074,0,1962,0,0,1,1,4,1,TA,9,Typ,1,TA,Detchd,1915,Unf,2,572,TA,TA,Y,160,0,364,0,0,0,NA,GdPrv,NA,0,6,2010,WD,Normal
+1553,70,RM,60,12900,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,8,1912,2009,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,PConc,TA,TA,No,Unf,0,Unf,0,780,780,GasA,Ex,Y,SBrkr,780,780,0,1560,0,0,1,1,3,1,Gd,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,344,0,0,0,168,0,NA,NA,NA,0,5,2010,WD,Normal
+1554,70,RM,52,3068,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,8,1920,1993,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,662,662,GasA,Ex,Y,SBrkr,662,662,0,1324,0,1,1,0,3,1,TA,6,Typ,0,NA,Detchd,1920,Unf,1,180,TA,TA,Y,0,0,112,0,0,0,NA,GdPrv,NA,0,2,2010,WD,Normal
+1555,20,RL,100,15263,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,ClearCr,Feedr,Norm,1Fam,1Story,5,5,1959,1959,Gable,CompShg,HdBoard,HdBoard,BrkFace,90,TA,TA,CBlock,Gd,TA,No,Rec,766,Unf,0,656,1422,GasA,Gd,Y,SBrkr,1675,0,0,1675,0,0,2,0,3,1,TA,8,Typ,2,Gd,Attchd,1959,Unf,1,365,TA,TA,Y,0,132,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1556,50,RL,72,10632,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1.5Fin,5,3,1917,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,Fa,No,Unf,0,Unf,0,689,689,GasA,Gd,N,SBrkr,725,499,0,1224,0,0,1,1,3,1,NA,6,Mod,0,NA,Detchd,1917,Unf,1,180,Fa,Fa,N,0,0,248,0,0,0,NA,NA,NA,0,1,2010,COD,Normal
+1557,190,RL,60,9900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,2fmCon,1.5Fin,5,4,1915,1950,Gable,CompShg,Wd Sdng,Wd Shng,None,0,Fa,Fa,BrkTil,TA,TA,No,Rec,1026,Unf,0,186,1212,GasA,TA,N,SBrkr,1212,180,0,1392,1,0,1,0,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,168,0,0,0,NA,NA,NA,0,2,2010,ConLD,Normal
+1558,50,RL,65,6001,Pave,NA,IR1,Bnk,AllPub,Inside,Mod,SWISU,Norm,Norm,1Fam,1.5Fin,6,5,1940,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Fa,TA,No,LwQ,368,Unf,0,232,600,GasA,Ex,N,SBrkr,600,319,0,919,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1940,Unf,1,231,TA,TA,Y,0,0,45,0,0,0,NA,MnPrv,NA,0,3,2010,WD,Normal
+1559,70,C (all),NA,6449,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,2Story,4,1,1907,1950,Gambrel,CompShg,Wd Sdng,Stucco,None,0,TA,TA,CBlock,TA,TA,No,Rec,73,Unf,0,634,707,GasW,TA,N,SBrkr,942,942,0,1884,0,0,1,1,4,1,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,239,0,0,0,NA,NA,NA,0,3,2010,WD,Abnorml
+1560,190,RH,60,6048,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SWISU,Artery,Norm,2fmCon,1.5Fin,5,7,1910,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,TA,TA,Mn,LwQ,736,Unf,0,120,856,GasA,Gd,Y,SBrkr,936,744,0,1680,1,0,2,0,2,2,TA,7,Typ,1,Gd,Detchd,1910,Unf,2,450,TA,Fa,P,56,144,0,0,0,0,NA,NA,NA,0,6,2010,COD,Normal
+1561,90,RL,72,10773,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,Duplex,1Story,4,3,1967,1967,Gable,Tar&Grv,Plywood,Plywood,BrkFace,72,Fa,Fa,CBlock,TA,TA,No,ALQ,704,Unf,0,1128,1832,GasA,TA,N,SBrkr,1832,0,0,1832,2,0,2,0,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,58,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1562,20,RL,65,7800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1966,2008,Hip,CompShg,HdBoard,HdBoard,BrkFace,47,TA,TA,CBlock,TA,TA,Mn,BLQ,240,Rec,474,150,864,GasA,Ex,Y,SBrkr,892,0,0,892,1,0,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1966,Unf,1,416,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1563,20,RL,65,7832,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1968,1968,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,GLQ,775,Unf,0,89,864,GasA,Ex,Y,SBrkr,864,0,0,864,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1969,Unf,1,280,TA,TA,Y,226,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1564,90,RL,NA,7424,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,Duplex,SFoyer,5,5,1978,1978,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,1319,Unf,0,0,1319,GasA,TA,Y,SBrkr,1373,0,0,1373,1,0,1,0,3,1,TA,5,Typ,2,TA,Attchd,1978,Fin,2,591,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1565,60,RL,86,11227,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,2Story,5,5,1968,1968,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,TA,Gd,No,Rec,267,ALQ,453,0,720,GasA,Ex,Y,SBrkr,720,720,0,1440,0,0,1,1,4,1,TA,7,Typ,2,TA,Attchd,1968,Unf,2,480,TA,TA,Y,192,38,0,0,0,0,NA,MnPrv,NA,0,3,2010,WD,Normal
+1566,20,RL,NA,20062,Pave,NA,IR1,Low,AllPub,Inside,Mod,ClearCr,Norm,Norm,1Fam,1Story,7,7,1977,2001,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,CBlock,Gd,TA,Gd,ALQ,1092,Unf,0,328,1420,GasA,Gd,Y,SBrkr,1483,0,0,1483,1,0,1,1,1,1,TA,4,Typ,2,TA,Attchd,1977,RFn,2,690,TA,TA,Y,496,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1567,30,RL,94,9259,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,4,4,1927,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,660,660,GasA,TA,N,SBrkr,756,0,0,756,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1945,Unf,2,440,TA,TA,N,80,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1568,60,RL,NA,17082,Pave,NA,IR1,Low,AllPub,CulDSac,Mod,ClearCr,Norm,Norm,1Fam,2Story,6,5,1978,1992,Gable,CompShg,VinylSd,VinylSd,BrkFace,288,TA,TA,PConc,Gd,TA,Av,ALQ,964,Unf,0,153,1117,GasA,Ex,Y,SBrkr,1117,864,0,1981,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1978,Fin,2,522,TA,TA,Y,336,104,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1569,50,RL,124,18600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,3,4,1938,1990,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Mn,BLQ,288,LwQ,684,0,972,GasA,TA,Y,FuseA,1052,558,0,1610,0,1,2,0,4,1,Fa,8,Typ,1,Gd,Attchd,1938,RFn,1,480,TA,TA,Y,0,0,60,0,0,0,NA,NA,Shed,450,6,2010,WD,Normal
+1570,20,RL,65,11479,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,7,1950,1987,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,TA,CBlock,TA,TA,No,GLQ,104,Rec,387,172,663,GasA,Ex,Y,SBrkr,1074,0,0,1074,1,0,1,0,3,1,Gd,6,Typ,1,TA,Attchd,1987,Unf,1,467,TA,TA,Y,0,52,52,0,0,0,NA,MnPrv,NA,0,6,2010,WD,Normal
+1571,50,RL,50,9350,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,4,6,1947,1979,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,Fa,No,LwQ,192,Unf,0,564,756,GasA,Ex,Y,SBrkr,1169,0,362,1531,0,0,1,0,3,1,TA,8,Typ,1,TA,Detchd,1947,Unf,1,209,Fa,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2010,WD,Normal
+1572,20,RL,75,9525,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,7,1954,1998,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,954,Unf,0,218,1172,GasA,TA,Y,SBrkr,1172,0,0,1172,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1954,Fin,1,366,TA,TA,Y,240,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1573,20,RL,44,17485,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,7,5,2009,2010,Gable,CompShg,VinylSd,VinylSd,Stone,96,Gd,TA,PConc,Gd,TA,Gd,GLQ,1346,Unf,0,162,1508,GasA,Ex,Y,SBrkr,1508,0,0,1508,1,0,1,0,1,1,Gd,5,Typ,2,TA,Attchd,2009,RFn,2,572,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2010,Con,Partial
+1574,20,RL,NA,11200,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,3,1964,1964,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,CBlock,TA,TA,Mn,Unf,0,Unf,0,1250,1250,GasA,Ex,Y,SBrkr,1298,0,0,1298,0,0,2,0,3,1,TA,5,Typ,0,NA,Detchd,1964,Unf,2,504,TA,Fa,N,0,144,0,0,0,0,NA,NA,NA,0,6,2010,COD,Normal
+1575,20,RL,83,11980,Pave,NA,Reg,Low,AllPub,Inside,Mod,SawyerW,Norm,Norm,1Fam,1Story,7,5,1987,1987,Gable,CompShg,Plywood,Plywood,BrkFace,177,Gd,TA,CBlock,Gd,TA,Gd,GLQ,1433,Unf,0,0,1433,GasA,Ex,Y,SBrkr,1433,0,0,1433,1,0,1,1,1,1,Gd,4,Typ,2,TA,Attchd,1987,RFn,2,528,Gd,Gd,Y,0,278,0,0,266,0,NA,MnPrv,NA,0,6,2010,WD,Normal
+1576,60,RL,87,12361,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,7,1993,1993,Gable,CompShg,VinylSd,VinylSd,BrkFace,85,Gd,Gd,PConc,Gd,TA,No,GLQ,860,Unf,0,86,946,GasA,Ex,Y,SBrkr,964,838,0,1802,0,1,2,1,3,1,Gd,8,Typ,1,Gd,2Types,2000,RFn,4,1017,TA,TA,Y,450,92,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1577,20,RL,64,7360,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2010,2010,Gable,CompShg,VinylSd,VinylSd,Stone,80,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1198,1222,GasA,Ex,Y,SBrkr,1222,0,0,1222,0,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2009,RFn,2,615,TA,TA,Y,0,54,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1578,50,RL,82,14235,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1.5Fin,6,8,1900,1993,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,TA,PConc,Fa,Gd,No,Unf,0,Unf,0,676,676,GasA,TA,Y,SBrkr,831,614,0,1445,0,0,2,0,3,1,TA,6,Typ,0,NA,Detchd,1957,Unf,2,484,TA,TA,N,0,59,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1579,85,RL,82,11105,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,SFoyer,5,5,1996,1996,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,Fa,Av,GLQ,870,Unf,0,0,870,GasA,Gd,Y,SBrkr,965,0,0,965,1,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1998,Unf,2,580,Gd,TA,Y,71,0,0,0,0,0,NA,GdPrv,NA,0,7,2010,WD,Normal
+1580,60,RL,NA,9337,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,353,Unf,0,525,878,GasA,Ex,Y,SBrkr,892,800,0,1692,0,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,1997,RFn,2,513,TA,TA,Y,0,39,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1581,20,RL,38,15240,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,8,1977,2004,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,Gd,CBlock,Gd,TA,No,GLQ,198,Rec,688,140,1026,GasA,Ex,Y,SBrkr,1026,0,0,1026,1,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1977,Unf,1,308,TA,TA,Y,316,85,0,0,0,0,NA,MnPrv,NA,0,6,2010,WD,Normal
+1582,20,RL,68,7480,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1972,1972,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,480,Unf,0,396,876,GasA,TA,Y,SBrkr,876,0,0,876,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1977,Unf,2,484,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2010,WD,Normal
+1583,20,RL,80,10389,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2003,2003,Hip,CompShg,CemntBd,CmentBd,BrkFace,320,Gd,TA,PConc,Gd,TA,No,GLQ,1682,Unf,0,296,1978,GasA,Ex,Y,SBrkr,1978,0,0,1978,1,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2003,RFn,3,850,TA,TA,Y,188,25,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1584,60,RL,75,9375,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1040,1040,GasA,Ex,Y,SBrkr,1044,1054,0,2098,0,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1997,Fin,2,621,TA,TA,Y,331,38,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1585,120,RM,NA,4435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,170,Gd,TA,PConc,Gd,TA,Av,GLQ,672,Unf,0,176,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,4,Typ,0,NA,Attchd,2003,Fin,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1586,30,RL,67,8777,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,Edwards,Feedr,Norm,1Fam,1Story,3,6,1945,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,SBrkr,640,0,0,640,0,0,1,0,2,1,TA,5,Min1,0,NA,Detchd,1945,Unf,1,240,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,4,2010,ConLD,Normal
+1587,20,RL,68,8842,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1954,1954,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,Fa,TA,No,Unf,0,Unf,0,381,381,GasA,Ex,Y,SBrkr,992,0,0,992,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1954,Unf,1,319,TA,TA,Y,60,0,56,0,0,0,NA,MnPrv,NA,0,1,2010,Oth,Abnorml
+1588,20,RL,60,10044,Pave,NA,IR1,Low,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1968,1968,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,Gd,ALQ,1070,Unf,0,126,1196,GasA,TA,Y,SBrkr,1196,0,0,1196,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1968,RFn,1,336,TA,TA,Y,257,0,168,0,0,0,NA,MnPrv,NA,0,6,2010,WD,Normal
+1589,50,RL,89,11792,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,4,5,1948,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,744,744,GasA,Ex,N,FuseF,792,328,0,1120,0,0,1,0,2,1,Fa,5,Typ,0,NA,Detchd,1956,Unf,2,480,TA,Fa,P,0,0,0,0,160,0,NA,NA,NA,0,6,2010,WD,Abnorml
+1590,80,RL,65,6305,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,SLvl,6,6,1975,1975,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,528,Unf,0,480,1008,GasA,TA,Y,SBrkr,1096,0,0,1096,1,0,1,0,3,1,TA,5,Typ,1,Fa,Detchd,1975,Unf,1,352,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1591,20,RL,64,6410,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1958,1958,Hip,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,960,960,GasA,Ex,Y,SBrkr,960,0,0,960,0,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Normal
+1592,30,RL,67,4853,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Artery,Norm,1Fam,1Story,5,6,1924,1999,Gable,CompShg,MetalSd,VinylSd,BrkFace,203,TA,TA,BrkTil,TA,TA,Mn,Rec,133,Unf,0,974,1107,GasA,Fa,N,FuseA,1296,0,0,1296,0,0,2,0,2,1,Fa,5,Typ,1,Gd,Detchd,1979,Unf,1,260,TA,TA,Y,0,0,36,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Normal
+1593,30,RL,NA,7890,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SWISU,Norm,Norm,1Fam,1Story,6,6,1939,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,238,Unf,0,618,856,GasA,TA,Y,SBrkr,856,0,0,856,1,0,1,0,2,1,TA,4,Typ,1,Gd,Detchd,1939,Unf,2,399,TA,TA,Y,0,0,0,0,166,0,NA,NA,NA,0,3,2010,WD,Normal
+1594,90,RH,60,7200,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,Duplex,2Story,4,6,1967,1967,Flat,Tar&Grv,Plywood,CBlock,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,862,1788,0,2650,0,0,3,0,6,2,TA,10,Min2,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,Shed,500,2,2010,WD,Normal
+1595,50,RL,51,9839,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Feedr,Norm,1Fam,1.5Fin,5,2,1931,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,Fa,No,Unf,0,Unf,0,894,894,GasA,Ex,Y,SBrkr,894,772,0,1666,1,0,1,0,3,1,TA,7,Typ,1,Gd,NA,NA,NA,0,0,NA,NA,N,0,156,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1596,50,RL,78,10452,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,7,6,1941,1985,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,371,Gd,Gd,BrkTil,Gd,TA,No,ALQ,426,BLQ,252,850,1528,GasA,Ex,Y,SBrkr,1225,908,0,2133,1,0,1,1,4,1,TA,8,Typ,2,TA,Attchd,1941,Unf,1,312,TA,TA,Y,0,0,86,0,0,0,NA,NA,NA,0,7,2010,WD,Normal
+1597,90,RL,78,15600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,Duplex,2Story,5,6,1950,1991,Gable,CompShg,VinylSd,VinylSd,BrkFace,430,TA,Gd,CBlock,TA,TA,No,ALQ,375,Unf,0,657,1032,GasA,Ex,Y,SBrkr,1102,1075,0,2177,0,0,2,1,5,2,TA,11,Typ,0,NA,Detchd,1950,Unf,2,484,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1598,80,RL,85,19645,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Crawfor,Norm,Norm,1Fam,SLvl,7,6,1994,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,44,TA,TA,PConc,Gd,TA,No,GLQ,343,Unf,0,80,423,GasA,Ex,Y,SBrkr,896,756,0,1652,1,0,2,1,3,1,Gd,6,Typ,0,NA,BuiltIn,1994,RFn,2,473,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1599,120,RM,35,3907,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Blueste,Norm,Norm,TwnhsE,1Story,8,6,1989,1989,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,Gd,TA,Gd,GLQ,747,Unf,0,235,982,GasA,Gd,Y,SBrkr,1034,0,0,1034,1,0,1,0,1,1,Gd,4,Typ,1,TA,Attchd,1989,Fin,2,598,TA,TA,Y,141,36,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1600,120,RM,35,3907,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Blueste,Norm,Norm,TwnhsE,1Story,8,5,1989,1989,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,Gd,TA,Av,GLQ,76,Unf,0,1115,1191,GasA,Gd,Y,SBrkr,1191,0,0,1191,0,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1989,Unf,2,531,TA,TA,Y,112,81,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1601,30,RM,58,8154,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,2,5,1941,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,480,Unf,0,0,480,GasA,TA,Y,SBrkr,540,0,0,540,0,0,1,0,1,1,TA,4,Typ,0,NA,Detchd,1951,Unf,1,200,Fa,Fa,N,0,0,0,0,0,0,NA,NA,NA,0,4,2010,ConLw,Normal
+1602,50,RM,50,9140,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,5,1921,1975,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,Mn,BLQ,308,Unf,0,321,629,GasA,Fa,Y,SBrkr,727,380,0,1107,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1950,Unf,1,625,TA,TA,Y,0,56,0,0,200,0,NA,MnPrv,NA,0,4,2010,COD,Normal
+1603,30,C (all),66,8712,Grvl,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,7,1896,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,Fa,Fa,CBlock,TA,TA,No,Unf,0,Unf,0,756,756,GasA,Gd,Y,SBrkr,952,0,0,952,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1896,RFn,1,330,TA,TA,N,0,0,265,0,0,0,NA,NA,NA,0,6,2010,WD,Alloca
+1604,120,RM,44,3811,Pave,NA,IR1,HLS,AllPub,Corner,Mod,Crawfor,Artery,Norm,TwnhsE,1Story,8,5,2004,2005,Hip,CompShg,CemntBd,CmentBd,Stone,186,Gd,TA,PConc,Ex,TA,Gd,GLQ,1373,Unf,0,221,1594,GasA,Ex,Y,SBrkr,1646,0,0,1646,1,1,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2004,Fin,2,525,TA,TA,Y,128,53,0,0,155,0,NA,NA,NA,0,5,2010,WD,Normal
+1605,60,RL,85,11050,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,2Story,8,5,1998,1999,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,615,Unf,0,434,1049,GasA,Ex,Y,SBrkr,1036,880,0,1916,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1998,Unf,3,741,TA,TA,Y,0,70,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1606,80,RL,74,9620,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,6,7,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,679,Unf,0,564,1243,GasA,TA,Y,SBrkr,1285,0,0,1285,0,1,2,0,3,1,Gd,6,Typ,1,Fa,Attchd,1977,Unf,2,473,TA,TA,Y,375,26,0,0,0,0,NA,GdPrv,Shed,80,5,2010,WD,Normal
+1607,90,RL,NA,12760,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,1Story,6,5,1976,1976,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1958,1958,GasA,TA,Y,SBrkr,2048,0,0,2048,0,0,3,0,5,2,TA,9,Typ,0,NA,2Types,1976,Unf,2,776,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2010,ConLD,Normal
+1608,20,RL,88,11896,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,7,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,60,Gd,TA,PConc,Gd,TA,No,GLQ,78,Unf,0,1258,1336,GasA,Ex,Y,SBrkr,1346,0,0,1346,1,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2008,Fin,3,660,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal
+1609,20,RL,73,9803,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,7,5,2009,2010,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1214,1214,GasA,Ex,Y,SBrkr,1214,0,0,1214,0,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2010,RFn,2,520,TA,TA,Y,0,25,0,0,0,0,NA,NA,NA,0,1,2010,New,Partial
+1610,60,RL,73,9802,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,2Story,5,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Gd,Y,SBrkr,744,700,0,1444,0,0,2,1,3,1,TA,7,Typ,0,NA,BuiltIn,2007,Fin,2,400,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1611,20,RL,85,15300,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,1965,1977,Hip,CompShg,Plywood,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,42,Unf,0,1026,1068,GasA,TA,Y,SBrkr,1264,0,0,1264,1,0,1,0,2,1,TA,7,Typ,1,TA,Attchd,1965,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1612,20,RL,93,10114,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1430,1430,GasA,Ex,Y,SBrkr,1430,0,0,1430,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2004,RFn,2,624,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1613,20,RL,NA,11875,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1344,1344,GasA,Ex,Y,SBrkr,1344,0,0,1344,0,0,2,0,3,1,TA,7,Typ,1,Gd,Attchd,2001,Unf,2,686,TA,TA,Y,328,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1614,120,RM,31,2394,Pave,NA,Reg,Low,AllPub,Inside,Mod,MeadowV,Norm,Norm,Twnhs,1Story,5,6,1973,1973,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,915,Unf,0,30,945,GasA,Ex,Y,SBrkr,945,0,0,945,1,1,1,0,2,1,TA,5,Typ,1,Po,Attchd,1973,RFn,1,253,TA,TA,Y,174,0,56,0,108,0,NA,NA,NA,0,5,2010,WD,Normal
+1615,160,RM,21,1476,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,2Story,4,7,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,GLQ,176,Unf,0,370,546,GasA,Ex,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,200,26,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1616,160,RM,21,1900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,4,4,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,546,546,GasA,Ex,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1617,160,RM,21,1890,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,4,6,1972,1972,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Rec,294,Unf,0,252,546,GasA,TA,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1972,Unf,1,286,TA,TA,Y,0,0,64,0,0,0,NA,NA,NA,0,6,2010,WD,Normal
+1618,20,RL,50,6953,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,7,1971,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,469,Unf,0,395,864,GasA,Ex,Y,SBrkr,874,0,0,874,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1971,Unf,1,352,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,ConLD,Normal
+1619,20,RL,76,12887,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,7,1984,1984,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,Mn,Rec,207,GLQ,590,36,833,GasA,TA,Y,SBrkr,833,0,0,833,1,0,1,0,2,1,Gd,5,Typ,0,NA,Attchd,1984,Unf,2,495,TA,TA,Y,431,0,0,0,0,0,NA,MnPrv,NA,0,4,2010,WD,Normal
+1620,90,RL,70,7700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,2Story,5,2,1985,1986,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Po,PConc,TA,TA,No,Unf,0,Unf,0,1216,1216,GasA,Gd,Y,SBrkr,1216,1216,0,2432,0,0,4,2,4,2,TA,10,Typ,0,NA,Attchd,1985,Unf,2,616,TA,Fa,Y,200,0,0,0,0,0,NA,NA,Shed,600,2,2010,WD,Normal
+1621,60,RL,63,10475,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,2Story,5,5,1991,1991,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,Rec,458,Unf,0,166,624,GasA,Gd,Y,SBrkr,624,650,0,1274,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1993,Unf,2,576,TA,TA,Y,22,0,0,0,0,0,NA,GdWo,NA,0,3,2010,WD,Normal
+1622,50,RL,68,10544,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1.5Fin,5,5,1969,1969,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,476,Unf,0,388,864,GasA,TA,Y,SBrkr,864,615,0,1479,0,0,2,0,5,1,TA,8,Typ,0,NA,Attchd,1969,Fin,1,275,TA,TA,Y,287,0,280,0,0,0,NA,NA,NA,0,4,2010,WD,Normal
+1623,20,RL,76,9892,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,8,5,1994,1995,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,Gd,Gd,Gd,GLQ,1341,LwQ,284,54,1679,GasA,Ex,Y,SBrkr,1803,0,0,1803,1,1,2,1,3,1,Gd,6,Typ,2,TA,Attchd,1994,Unf,2,482,TA,TA,Y,129,64,222,0,0,0,NA,GdWo,NA,0,2,2010,WD,Normal
+1624,60,RL,74,12961,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,2Story,6,5,1993,1994,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,Gd,TA,Mn,GLQ,944,Unf,0,208,1152,GasA,Ex,Y,SBrkr,1152,645,0,1797,1,0,2,1,3,1,Gd,7,Typ,1,Fa,Attchd,1993,Fin,2,616,TA,TA,Y,162,312,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal
+1625,20,RL,74,13008,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1956,1956,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Fa,Fa,No,Rec,564,Unf,0,318,882,GasA,TA,Y,SBrkr,882,0,0,882,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1956,Unf,1,502,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1626,20,RL,85,10200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1974,1974,Hip,CompShg,Plywood,Plywood,BrkFace,440,TA,TA,CBlock,TA,TA,No,LwQ,844,Unf,0,590,1434,GasA,TA,Y,SBrkr,1434,0,0,1434,1,0,2,0,4,1,TA,7,Typ,1,Gd,Attchd,1974,RFn,2,528,TA,TA,Y,80,21,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1627,60,RL,88,10179,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,847,Unf,0,98,945,GasA,Ex,Y,SBrkr,945,663,0,1608,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1997,Fin,2,470,TA,TA,Y,252,30,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1628,60,RL,NA,11792,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,8,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,188,Gd,TA,PConc,Gd,TA,Gd,GLQ,850,Unf,0,158,1008,GasA,Ex,Y,SBrkr,1008,1275,0,2283,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2003,Fin,3,632,TA,TA,Y,120,46,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1629,80,RL,60,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,1996,1997,Gable,CompShg,HdBoard,HdBoard,BrkFace,32,TA,TA,PConc,Gd,TA,No,GLQ,284,Unf,0,100,384,GasA,Gd,Y,SBrkr,958,670,0,1628,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1996,Fin,2,390,TA,TA,Y,48,72,0,0,0,0,NA,NA,Shed,490,6,2009,WD,Normal
+1630,120,RL,28,7296,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,2004,2005,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Ex,TA,Av,GLQ,1965,Unf,0,243,2208,GasA,Ex,Y,SBrkr,2522,0,0,2522,1,0,2,0,1,1,Gd,8,Typ,1,Gd,Attchd,2004,Fin,2,564,TA,TA,Y,182,57,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal
+1631,120,RL,61,7380,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,StoneBr,Norm,Norm,1Fam,1Story,8,5,1998,1998,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,341,Unf,0,1077,1418,GasA,Ex,Y,SBrkr,1478,0,0,1478,1,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1998,Fin,2,495,TA,TA,Y,168,43,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1632,120,RL,57,8013,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1995,1996,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,741,Unf,0,846,1587,GasA,Ex,Y,SBrkr,1734,0,0,1734,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,1995,RFn,2,528,TA,TA,Y,52,50,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1633,80,RL,57,8923,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,189,Unf,0,195,384,GasA,Gd,Y,SBrkr,751,631,0,1382,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1998,Fin,2,396,TA,TA,Y,256,0,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal
+1634,60,RL,60,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1998,1999,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,476,Unf,0,476,952,GasA,Gd,Y,SBrkr,952,684,0,1636,1,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1998,Fin,2,440,TA,TA,Y,0,84,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1635,60,RL,NA,8803,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1994,1995,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,GLQ,600,Unf,0,107,707,GasA,Gd,Y,SBrkr,707,809,0,1516,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1994,Fin,2,409,TA,TA,Y,0,46,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1636,20,RL,58,7250,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,6,5,1993,1993,Gable,CompShg,HdBoard,HdBoard,BrkFace,45,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1181,1181,GasA,Ex,Y,SBrkr,1190,0,0,1190,0,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,1993,Unf,2,430,TA,TA,Y,0,21,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal
+1637,60,RL,85,11900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,5,6,1977,1977,Gable,CompShg,HdBoard,Wd Sdng,BrkFace,157,TA,TA,PConc,Gd,TA,No,ALQ,400,Unf,0,722,1122,GasA,Ex,Y,SBrkr,946,988,0,1934,1,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1977,Unf,2,567,TA,TA,P,0,176,0,0,200,0,NA,NA,NA,0,7,2009,WD,Normal
+1638,60,RL,NA,13250,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,RRNn,Norm,1Fam,2Story,7,6,1978,1978,Gable,CompShg,HdBoard,HdBoard,BrkFace,256,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,832,832,GasA,TA,Y,SBrkr,1154,896,0,2050,0,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1978,RFn,2,529,TA,TA,Y,192,192,0,0,0,0,NA,NA,NA,0,5,2009,WD,Abnorml
+1639,20,RL,80,10928,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1978,1986,Gable,CompShg,VinylSd,VinylSd,BrkFace,101,TA,TA,PConc,TA,TA,No,LwQ,363,Unf,0,1064,1427,GasA,TA,Y,SBrkr,1671,0,0,1671,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1978,RFn,2,484,TA,TA,Y,252,55,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1640,60,RL,NA,12388,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,7,1980,1991,Gable,CompShg,Plywood,Plywood,BrkFace,229,TA,TA,CBlock,Gd,TA,No,ALQ,602,Unf,0,441,1043,GasA,TA,Y,SBrkr,1539,1134,0,2673,0,0,2,1,4,1,Gd,9,Typ,1,TA,BuiltIn,1980,RFn,2,441,TA,TA,Y,178,84,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1641,20,RL,80,11088,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1978,1998,Gable,CompShg,HdBoard,HdBoard,BrkFace,144,TA,TA,PConc,TA,TA,No,ALQ,832,Unf,0,308,1140,GasA,Gd,Y,SBrkr,1707,0,0,1707,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1978,Fin,2,479,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1642,60,FV,70,7000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,622,Unf,0,304,926,GasA,Ex,Y,SBrkr,1016,868,0,1884,1,0,2,1,3,1,Ex,7,Typ,1,Ex,Attchd,2003,RFn,2,581,TA,TA,Y,0,35,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1643,60,FV,NA,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,RRNn,Norm,1Fam,2Story,8,5,2000,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1058,1058,GasA,Ex,Y,SBrkr,1058,816,0,1874,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2000,Fin,2,588,TA,TA,Y,0,134,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1644,60,FV,NA,8470,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,225,ALQ,276,471,972,GasA,Ex,Y,SBrkr,972,839,0,1811,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2002,RFn,2,565,TA,TA,Y,225,48,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1645,20,RL,NA,9373,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,PosN,Norm,1Fam,1Story,5,7,1975,1975,Gable,CompShg,HdBoard,HdBoard,BrkFace,161,TA,TA,CBlock,Gd,TA,Av,ALQ,1333,LwQ,168,120,1621,GasA,TA,Y,SBrkr,1621,0,0,1621,1,0,2,0,3,1,TA,7,Typ,2,Fa,Attchd,1975,RFn,2,478,TA,TA,Y,0,0,0,0,490,0,NA,NA,NA,0,6,2009,WD,Normal
+1646,20,RL,78,10140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1974,1974,Hip,CompShg,Plywood,Plywood,BrkFace,196,TA,TA,CBlock,TA,TA,No,ALQ,888,Unf,0,228,1116,GasA,Ex,Y,SBrkr,1116,0,0,1116,1,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1974,RFn,2,528,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,4,2009,WD,Normal
+1647,20,RL,85,11050,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,5,1975,1975,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,636,Unf,0,540,1176,GasA,Fa,Y,SBrkr,1193,0,0,1193,0,0,2,0,3,1,TA,5,Typ,1,TA,Attchd,1975,Unf,2,506,TA,TA,Y,40,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1648,20,RL,NA,7830,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1970,1970,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1180,1180,GasA,TA,Y,SBrkr,1180,0,0,1180,0,0,1,1,2,1,TA,6,Typ,0,NA,Attchd,1970,RFn,2,477,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,3,2009,COD,Normal
+1649,20,RL,NA,8510,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1971,1971,Gable,CompShg,Plywood,Plywood,BrkFace,178,TA,TA,CBlock,Gd,TA,No,ALQ,500,Unf,0,543,1043,GasA,Ex,Y,SBrkr,1050,0,0,1050,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1971,Unf,1,336,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1650,20,RL,60,7038,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1970,1970,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,726,Unf,0,138,864,GasA,TA,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,2001,Unf,2,576,TA,TA,Y,210,0,0,0,0,0,NA,GdPrv,NA,0,9,2009,WD,Abnorml
+1651,20,RL,60,9000,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,7,1971,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,240,Unf,0,624,864,GasA,Gd,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1986,Unf,2,576,TA,TA,Y,200,0,0,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal
+1652,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1973,1973,Gable,CompShg,HdBoard,HdBoard,BrkFace,504,TA,TA,CBlock,TA,TA,No,BLQ,254,Unf,0,229,483,GasA,TA,Y,SBrkr,483,504,0,987,1,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1973,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1653,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,6,1972,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,425,TA,TA,CBlock,TA,TA,No,Rec,110,LwQ,294,79,483,GasA,TA,Y,SBrkr,483,504,0,987,1,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1972,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1654,160,RL,24,2308,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NPkVill,Norm,Norm,TwnhsE,2Story,6,5,1976,1976,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,306,Unf,0,498,804,GasA,TA,Y,SBrkr,804,744,0,1548,0,0,2,1,3,1,TA,7,Typ,1,TA,Detchd,1976,RFn,2,440,TA,TA,Y,108,0,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1655,120,RL,24,2280,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NPkVill,Norm,Norm,Twnhs,1Story,7,5,1975,1975,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,435,LwQ,622,0,1057,GasA,TA,Y,SBrkr,1055,0,0,1055,0,1,2,0,2,1,TA,4,Typ,1,Fa,Attchd,1975,RFn,2,440,TA,TA,Y,0,27,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1656,160,RL,24,2349,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,Twnhs,2Story,6,5,1977,1977,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,389,Unf,0,466,855,GasA,TA,Y,SBrkr,855,601,0,1456,0,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1977,Unf,2,440,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1657,160,RL,24,2364,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,2Story,6,5,1978,1978,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,320,Unf,0,484,804,GasA,TA,Y,SBrkr,804,744,0,1548,0,1,2,1,3,1,TA,7,Typ,1,TA,Detchd,1978,Unf,2,440,TA,TA,Y,108,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1658,160,RL,24,2364,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,2Story,6,5,1978,1978,Gable,CompShg,Plywood,Brk Cmn,None,0,Gd,TA,CBlock,Gd,TA,No,ALQ,279,Unf,0,576,855,GasA,TA,Y,SBrkr,855,601,0,1456,0,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1978,Fin,2,440,TA,TA,Y,147,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal
+1659,120,RL,24,2104,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,1Story,7,6,1976,1976,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,TA,TA,No,ALQ,536,Unf,0,300,836,GasA,TA,Y,SBrkr,836,0,0,836,0,1,1,0,2,1,TA,5,Typ,0,NA,Attchd,1976,Unf,1,345,TA,TA,Y,150,20,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1660,20,RL,NA,10710,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1966,2004,Hip,CompShg,HdBoard,HdBoard,BrkFace,165,Gd,TA,PConc,TA,TA,No,BLQ,644,Unf,0,220,864,GasA,Ex,Y,SBrkr,1120,0,0,1120,0,1,1,0,3,1,TA,5,Typ,1,TA,Attchd,1966,RFn,2,656,TA,TA,Y,0,162,0,0,0,0,NA,NA,Shed,1200,7,2009,WD,Normal
+1661,60,RL,110,14257,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,PosN,Norm,1Fam,2Story,9,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,Stone,726,Ex,TA,PConc,Ex,TA,No,GLQ,1360,Unf,0,416,1776,GasA,Ex,Y,SBrkr,1794,978,0,2772,1,0,3,1,4,1,Ex,10,Typ,3,Gd,BuiltIn,2007,Fin,3,754,TA,TA,Y,135,64,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1662,60,RL,95,12350,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,GLQ,986,Unf,0,379,1365,GasA,Ex,Y,SBrkr,1365,1325,0,2690,1,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2009,RFn,3,864,TA,TA,Y,0,197,0,0,0,0,NA,NA,NA,0,7,2009,New,Partial
+1663,20,RL,95,12350,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,Stone,450,Ex,TA,PConc,Ex,TA,Av,GLQ,1232,Unf,0,788,2020,GasA,Ex,Y,SBrkr,2020,0,0,2020,1,0,2,0,3,1,Ex,7,Typ,1,Gd,Attchd,2008,RFn,3,896,TA,TA,Y,192,98,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1664,20,RL,105,13693,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,PosA,PosA,1Fam,1Story,10,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,Stone,472,Ex,TA,PConc,Ex,TA,Gd,GLQ,2288,Unf,0,342,2630,GasA,Ex,Y,SBrkr,2674,0,0,2674,2,0,2,1,2,1,Ex,8,Typ,2,Gd,Attchd,2007,Fin,3,762,TA,TA,Y,360,50,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1665,20,RL,95,11578,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,302,Ex,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1736,1736,GasA,Ex,Y,SBrkr,1736,0,0,1736,0,0,2,0,3,1,Ex,7,Typ,1,Gd,Attchd,2008,RFn,3,834,TA,TA,Y,319,90,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1666,20,RL,129,16870,Pave,NA,IR1,Lvl,AllPub,FR3,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,BrkFace,238,Gd,TA,PConc,Ex,TA,Gd,GLQ,1531,Unf,0,251,1782,GasA,Ex,Y,SBrkr,1782,0,0,1782,1,0,2,0,3,1,Gd,7,Typ,2,Gd,Attchd,2004,Fin,3,932,TA,TA,Y,99,82,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal
+1667,60,RL,59,23303,Pave,NA,IR3,Lvl,AllPub,CulDSac,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,20,Gd,TA,PConc,Ex,TA,Av,GLQ,1230,Unf,0,278,1508,GasA,Ex,Y,SBrkr,1508,1012,0,2520,1,0,2,1,5,1,Ex,10,Typ,1,Gd,BuiltIn,2007,Fin,3,640,TA,TA,Y,192,273,0,0,0,0,NA,NA,NA,0,6,2009,WD,Family
+1668,20,RL,87,10367,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,Stone,284,Ex,TA,PConc,Ex,TA,Mn,GLQ,1015,Unf,0,724,1739,GasA,Ex,Y,SBrkr,1743,0,0,1743,1,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2008,RFn,3,927,TA,TA,Y,168,45,0,0,0,0,NA,NA,NA,0,6,2009,ConLI,Normal
+1669,20,RL,77,10872,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,122,Gd,TA,PConc,Ex,Gd,Av,GLQ,1037,Unf,0,467,1504,GasA,Ex,Y,SBrkr,1531,0,0,1531,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2006,Fin,3,700,TA,TA,Y,184,52,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal
+1670,20,RL,102,13514,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,None,285,Ex,TA,PConc,Ex,TA,No,GLQ,1142,Unf,0,632,1774,GasA,Ex,Y,SBrkr,1808,0,0,1808,1,0,2,0,3,1,Ex,7,Typ,1,Gd,Attchd,2008,Fin,3,850,TA,TA,Y,200,26,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1671,20,RL,90,12878,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,7,5,2003,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,418,Gd,TA,PConc,Gd,TA,No,ALQ,1262,Unf,0,498,1760,GasA,Ex,Y,SBrkr,1760,0,0,1760,1,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2003,Fin,2,583,TA,TA,Y,165,190,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1672,20,RL,110,15274,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2003,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,724,Gd,TA,PConc,Ex,TA,No,GLQ,1972,Unf,0,480,2452,GasA,Ex,Y,SBrkr,2452,0,0,2452,2,0,2,0,3,1,Ex,10,Typ,1,Gd,Attchd,2003,Fin,3,886,TA,TA,Y,0,116,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal
+1673,60,RL,96,13262,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,Stone,186,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1082,1082,GasA,Ex,Y,SBrkr,1105,1295,0,2400,0,0,3,1,4,1,Gd,10,Typ,1,Gd,BuiltIn,2003,Fin,3,730,TA,TA,Y,114,40,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1674,20,RL,70,9658,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,383,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1598,1598,GasA,Gd,Y,SBrkr,1606,0,0,1606,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,3,871,TA,TA,Y,230,60,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1675,120,RL,47,6904,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,Stone,240,Gd,TA,PConc,Gd,TA,Av,ALQ,836,Unf,0,522,1358,GasA,Ex,Y,SBrkr,1358,0,0,1358,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,2,484,TA,TA,Y,192,36,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1676,120,RL,34,5122,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,1Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,Stone,135,Gd,TA,PConc,Gd,TA,Av,GLQ,881,Unf,0,425,1306,GasA,Ex,Y,SBrkr,1306,0,0,1306,1,0,2,0,1,1,Gd,5,Typ,1,Gd,Attchd,2005,RFn,2,624,TA,TA,Y,170,63,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1677,120,RL,80,10307,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,176,Gd,TA,PConc,Gd,TA,No,GLQ,876,Unf,0,474,1350,GasA,Ex,Y,SBrkr,1358,0,0,1358,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2008,RFn,2,484,TA,TA,Y,192,26,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1678,20,RL,100,14836,Pave,NA,IR1,HLS,AllPub,Inside,Mod,NridgHt,Norm,Norm,1Fam,1Story,10,5,2004,2005,Hip,CompShg,CemntBd,CmentBd,Stone,730,Ex,TA,PConc,Ex,TA,Gd,GLQ,2146,Unf,0,346,2492,GasA,Ex,Y,SBrkr,2492,0,0,2492,1,0,2,1,2,1,Ex,8,Typ,1,Ex,Attchd,2004,Fin,3,949,TA,TA,Y,226,235,0,0,0,0,NA,NA,NA,0,2,2009,WD,Abnorml
+1679,20,RL,117,15262,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2003,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,470,Gd,TA,PConc,Ex,TA,Gd,GLQ,1557,Unf,0,643,2200,GasA,Ex,Y,SBrkr,2200,0,0,2200,1,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2003,Fin,3,685,TA,TA,Y,208,55,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1680,120,RL,44,7390,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2008,2009,Hip,CompShg,MetalSd,MetalSd,BrkFace,308,Ex,TA,PConc,Ex,TA,No,GLQ,800,Unf,0,1084,1884,GasA,Ex,Y,SBrkr,1884,0,0,1884,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2008,Fin,2,649,TA,TA,Y,231,90,0,0,0,0,NA,NA,NA,0,5,2009,New,Partial
+1681,120,RL,48,6472,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,BrkFace,500,Ex,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1451,1451,GasA,Ex,Y,SBrkr,1456,0,0,1456,0,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2008,RFn,2,539,TA,TA,Y,192,42,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal
+1682,20,RL,129,16770,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2002,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,270,Gd,TA,PConc,Ex,TA,Gd,GLQ,1196,Unf,0,516,1712,GasA,Ex,Y,SBrkr,1712,0,0,1712,1,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2002,RFn,3,701,TA,TA,Y,218,183,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1683,120,RL,48,3480,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,Stone,163,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1405,1405,GasA,Ex,Y,SBrkr,1405,0,0,1405,0,0,2,0,2,1,Gd,6,Typ,1,TA,Attchd,2003,RFn,2,478,TA,TA,Y,148,36,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal
+1684,60,RL,63,10928,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2005,Fin,2,390,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1685,60,RL,57,8918,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,745,745,GasA,Ex,Y,SBrkr,745,745,0,1490,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,392,TA,TA,Y,36,20,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1686,120,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,Av,GLQ,16,Unf,0,1204,1220,GasA,Ex,Y,SBrkr,1220,0,0,1220,0,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2005,Fin,2,397,TA,TA,Y,100,16,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1687,80,RL,59,9434,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,2004,2005,Gable,CompShg,WdShing,Wd Shng,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,384,384,GasA,Ex,Y,SBrkr,744,630,0,1374,0,0,2,1,3,1,Gd,6,Typ,1,Gd,BuiltIn,2004,Fin,2,400,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1688,60,RL,62,7984,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,200,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,868,868,GasA,Ex,Y,SBrkr,868,762,0,1630,0,0,2,1,3,1,Gd,7,Typ,1,Gd,BuiltIn,2004,Fin,2,436,TA,TA,Y,120,48,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1689,60,RL,61,10125,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,846,846,GasA,Ex,Y,SBrkr,846,748,0,1594,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2004,Fin,2,434,TA,TA,Y,300,48,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal
+1690,60,RL,NA,8965,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,652,Unf,0,130,782,GasA,Ex,Y,SBrkr,806,683,0,1489,1,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2003,Fin,2,400,TA,TA,Y,0,75,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1691,60,RL,NA,8174,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,494,Unf,0,204,698,GasA,Ex,Y,SBrkr,698,644,0,1342,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2003,Fin,2,393,TA,TA,Y,100,56,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1692,60,RL,NA,12891,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Ex,TA,No,GLQ,651,Unf,0,219,870,GasA,Ex,Y,SBrkr,878,1126,0,2004,1,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2002,Fin,3,644,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1693,80,RL,61,9734,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,SLvl,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,241,Rec,113,30,384,GasA,Ex,Y,SBrkr,744,630,0,1374,0,0,2,1,3,1,Gd,7,Typ,0,NA,BuiltIn,2004,Fin,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1694,60,RL,42,8433,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,683,Unf,0,111,794,GasA,Ex,Y,SBrkr,819,695,0,1514,1,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2000,Fin,2,394,TA,TA,Y,0,72,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1695,80,RL,62,7750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Ex,Y,SBrkr,774,656,0,1430,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1999,RFn,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1696,60,RL,NA,15896,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,Gilbert,RRNn,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,210,Gd,TA,PConc,Gd,TA,No,ALQ,913,Unf,0,264,1177,GasA,Ex,Y,SBrkr,1223,1089,0,2312,1,0,2,1,4,1,Gd,8,Typ,1,TA,BuiltIn,1999,Fin,3,658,TA,TA,Y,298,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1697,80,RL,64,7848,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,6,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,384,384,GasA,Ex,Y,SBrkr,774,656,0,1430,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1999,Fin,2,410,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1698,60,RL,106,12720,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,150,Gd,TA,PConc,Gd,TA,Mn,GLQ,1173,Unf,0,282,1455,GasA,Ex,Y,SBrkr,1466,1221,0,2687,1,0,2,1,4,1,Gd,10,Typ,2,TA,BuiltIn,2000,RFn,3,810,TA,TA,Y,252,30,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1699,20,RL,NA,10750,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,1Story,8,5,1994,1995,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,634,Gd,TA,PConc,Gd,TA,Av,BLQ,236,GLQ,1526,262,2024,GasA,Ex,Y,SBrkr,2063,0,0,2063,1,0,2,0,3,1,Gd,7,Typ,2,Gd,Attchd,1994,Fin,3,815,TA,TA,Y,182,56,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1700,60,RL,79,9085,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1995,1996,Gable,CompShg,VinylSd,VinylSd,BrkFace,286,Gd,TA,PConc,Gd,TA,No,GLQ,816,Unf,0,254,1070,GasA,Ex,Y,SBrkr,1094,967,0,2061,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1995,Fin,2,647,TA,TA,Y,296,102,209,0,0,0,NA,NA,NA,0,11,2009,WD,Normal
+1701,60,RL,NA,11692,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1993,1994,Gable,CompShg,HdBoard,HdBoard,BrkFace,372,Gd,TA,PConc,Gd,TA,No,GLQ,624,Unf,0,549,1173,GasA,Ex,Y,SBrkr,1215,1017,0,2232,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1993,RFn,2,623,TA,TA,Y,173,165,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1702,20,RL,86,11194,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,PosN,Norm,1Fam,1Story,8,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,240,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1696,1696,GasA,Ex,Y,SBrkr,1696,0,0,1696,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2008,RFn,3,972,TA,TA,Y,120,56,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1703,20,RL,78,10206,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,PosN,Norm,1Fam,1Story,8,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,BrkFace,294,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1614,1614,GasA,Ex,Y,SBrkr,1658,0,0,1658,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2008,Fin,3,726,TA,TA,Y,144,44,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1704,20,RL,85,10130,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,260,Gd,TA,PConc,Gd,TA,Av,GLQ,1294,Unf,0,408,1702,GasA,Ex,Y,SBrkr,1702,0,0,1702,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,RFn,3,844,TA,TA,Y,0,69,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1705,20,RL,76,9139,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,Stone,206,Gd,TA,PConc,Ex,TA,Av,GLQ,379,Unf,0,1043,1422,GasA,Ex,Y,SBrkr,1432,0,0,1432,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,Fin,2,492,TA,TA,Y,297,50,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1706,20,RL,85,11128,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,PosN,PosN,1Fam,1Story,9,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,Stone,198,Ex,TA,PConc,Ex,TA,Gd,GLQ,2158,Unf,0,300,2458,GasA,Ex,Y,SBrkr,2490,0,0,2490,1,0,2,0,2,1,Ex,9,Typ,2,Gd,Attchd,2005,Fin,3,795,TA,TA,Y,70,226,0,0,0,0,NA,GdPrv,NA,0,10,2009,WD,Normal
+1707,20,FV,90,7993,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2008,2009,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1436,1436,GasA,Ex,Y,SBrkr,1436,0,0,1436,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2008,Fin,2,529,TA,TA,Y,0,121,0,0,0,0,NA,NA,NA,0,10,2009,New,Partial
+1708,20,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1402,1402,GasA,Ex,Y,SBrkr,1402,0,0,1402,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2008,RFn,2,625,TA,TA,Y,205,126,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1709,20,FV,112,12606,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,9,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,120,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1530,1530,GasA,Ex,Y,SBrkr,1530,0,0,1530,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2008,RFn,3,984,TA,TA,Y,212,136,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1710,20,FV,75,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,Stone,238,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1348,1372,GasA,Ex,Y,SBrkr,1448,0,0,1448,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,692,TA,TA,Y,0,140,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1711,60,FV,84,10603,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,Stone,121,Gd,TA,PConc,Ex,Gd,No,GLQ,682,Unf,0,218,900,GasA,Ex,Y,SBrkr,909,886,0,1795,1,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2006,Fin,3,782,TA,TA,Y,168,45,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1712,20,FV,65,8125,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2008,2009,Hip,CompShg,VinylSd,VinylSd,BrkFace,288,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1836,1836,GasA,Ex,Y,SBrkr,1836,0,0,1836,0,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2009,Fin,2,517,TA,TA,Y,0,175,0,0,0,0,NA,NA,NA,0,10,2009,New,Partial
+1713,20,FV,85,10625,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1430,Unf,0,222,1652,GasA,Ex,Y,SBrkr,1662,0,0,1662,1,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2006,RFn,3,711,TA,TA,Y,168,120,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1714,20,FV,68,8736,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2003,2004,Gable,CompShg,VinylSd,Wd Shng,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,771,ALQ,360,422,1553,GasA,Ex,Y,SBrkr,1553,0,0,1553,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2003,RFn,2,588,TA,TA,Y,192,88,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1715,60,FV,65,8127,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,410,Unf,0,402,812,GasA,Ex,Y,SBrkr,812,841,0,1653,1,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2003,RFn,2,628,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1716,20,RL,80,9605,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,6,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1218,1218,GasA,Ex,Y,SBrkr,1218,0,0,1218,0,0,1,1,3,1,Gd,6,Typ,0,NA,Detchd,2007,RFn,2,576,TA,TA,Y,0,178,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal
+1717,20,RL,63,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,No,GLQ,54,Unf,0,1087,1141,GasA,Ex,Y,SBrkr,1141,0,0,1141,1,0,1,1,3,1,Gd,6,Typ,0,NA,Detchd,2006,RFn,2,484,TA,TA,Y,182,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1718,20,RL,63,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1158,1158,GasA,Ex,Y,SBrkr,1158,0,0,1158,0,0,1,1,3,1,Gd,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,50,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1719,60,RL,96,10628,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,835,835,GasA,Ex,Y,SBrkr,871,941,0,1812,0,0,2,1,3,1,Gd,8,Typ,0,NA,BuiltIn,2004,RFn,2,478,TA,TA,Y,146,91,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal
+1720,20,RL,76,10141,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,8,5,2004,2004,Gable,Tar&Grv,VinylSd,VinylSd,BrkFace,264,Gd,TA,PConc,Gd,TA,Gd,BLQ,516,Rec,774,222,1512,GasA,Ex,Y,SBrkr,1512,0,0,1512,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2004,RFn,3,845,TA,TA,Y,210,36,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal
+1721,20,RL,63,13072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1114,1114,GasA,Ex,Y,SBrkr,1114,0,0,1114,0,0,1,1,3,1,Gd,6,Typ,0,NA,Detchd,2005,Unf,2,576,TA,TA,Y,248,102,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1722,20,RL,63,13072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,5,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1114,1114,GasA,Ex,Y,SBrkr,1114,0,0,1114,0,0,1,1,3,1,Gd,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,39,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1723,20,RL,60,12450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,5,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,836,Unf,0,278,1114,GasA,Ex,Y,SBrkr,1114,0,0,1114,1,0,2,0,3,1,Gd,6,Typ,0,NA,Detchd,2004,Unf,2,576,TA,TA,Y,0,42,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1724,20,RL,61,7328,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2008,2009,Gable,CompShg,VinylSd,VinylSd,BrkFace,140,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1450,1450,GasA,Ex,Y,SBrkr,1450,0,0,1450,0,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2008,RFn,3,788,TA,TA,Y,0,93,0,0,0,0,NA,NA,NA,0,2,2009,New,Partial
+1725,60,RL,43,11492,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,VinylSd,VinylSd,BrkFace,132,Gd,TA,PConc,Gd,TA,No,GLQ,637,Unf,0,276,913,GasA,Ex,Y,SBrkr,913,1209,0,2122,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1997,RFn,2,559,TA,TA,Y,0,74,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal
+1726,60,RL,70,7703,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,6,1992,1992,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,Gd,PConc,Gd,Gd,No,GLQ,52,Rec,364,400,816,GasA,Ex,Y,SBrkr,833,897,0,1730,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,1992,RFn,2,528,TA,TA,Y,0,91,0,0,168,0,NA,NA,NA,0,11,2009,WD,Normal
+1727,120,RL,50,7175,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1990,1991,Gable,CompShg,Plywood,ImStucc,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1332,1332,GasA,Gd,Y,SBrkr,1332,0,0,1332,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,1990,RFn,2,542,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal
+1728,60,RL,70,9109,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,2Story,7,5,1994,1994,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,LwQ,36,GLQ,596,122,754,GasA,Ex,Y,SBrkr,754,786,0,1540,1,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,1994,RFn,2,495,TA,TA,Y,140,32,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1729,60,RL,NA,10274,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,7,1986,1986,Gable,CompShg,VinylSd,VinylSd,BrkFace,141,TA,Gd,CBlock,Gd,TA,No,Rec,331,Unf,0,345,676,GasA,TA,Y,SBrkr,698,702,0,1400,0,0,2,1,3,1,TA,6,Typ,0,NA,Attchd,1986,RFn,2,465,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1730,90,RL,75,8250,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,Duplex,2Story,6,7,1981,1981,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,964,918,0,1882,0,0,2,0,4,2,TA,8,Typ,2,TA,Attchd,1981,Unf,2,612,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1731,20,RL,63,9750,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1962,1962,Hip,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,LwQ,68,BLQ,884,28,980,GasA,Gd,Y,SBrkr,980,0,0,980,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1969,Unf,2,400,TA,TA,Y,0,28,0,0,0,0,NA,MnPrv,NA,0,11,2009,WD,Normal
+1732,20,RL,NA,8499,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,6,1961,1961,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,GLQ,660,Unf,0,204,864,GasA,Ex,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1982,Unf,2,732,TA,TA,Y,0,312,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1733,20,RL,NA,9079,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1961,1961,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,TA,CBlock,TA,TA,No,BLQ,864,Unf,0,0,864,GasA,TA,Y,SBrkr,864,0,0,864,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1961,Unf,1,440,TA,TA,Y,158,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1734,20,RL,NA,9316,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1965,1965,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Rec,544,Unf,0,480,1024,GasA,Gd,Y,SBrkr,1020,0,0,1020,0,0,2,0,3,1,TA,5,Typ,0,NA,Attchd,1965,Unf,1,288,TA,TA,Y,171,0,0,0,0,0,NA,MnPrv,NA,0,5,2009,Oth,Family
+1735,20,RL,NA,7791,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,1Fam,1Story,5,8,1963,1995,Gable,CompShg,Plywood,Plywood,None,0,Gd,Gd,CBlock,TA,TA,No,ALQ,624,Unf,0,288,912,GasA,Ex,Y,SBrkr,912,0,0,912,1,0,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1963,RFn,1,300,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,10,2009,WD,Normal
+1736,20,RL,65,7150,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,6,1962,1962,Gable,CompShg,VinylSd,VinylSd,BrkFace,60,TA,TA,CBlock,TA,TA,No,LwQ,140,BLQ,590,182,912,GasA,Gd,Y,SBrkr,912,0,0,912,0,1,1,0,3,1,TA,6,Typ,0,NA,Attchd,1962,Unf,1,252,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1737,20,RL,NA,15676,Pave,NA,IR1,Low,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,1Story,8,8,1980,1980,Gable,CompShg,VinylSd,VinylSd,BrkFace,115,Gd,Gd,CBlock,Gd,Gd,Gd,ALQ,1733,Rec,92,189,2014,GasA,Gd,Y,SBrkr,2014,0,0,2014,1,0,2,0,2,1,Gd,6,Maj1,2,Gd,Attchd,1980,RFn,3,864,TA,TA,Y,462,0,0,255,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal
+1738,60,RL,NA,11949,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,8,1991,2008,Gable,CompShg,VinylSd,VinylSd,BrkFace,196,Gd,Gd,PConc,Gd,TA,No,GLQ,601,ALQ,216,158,975,GasA,Ex,Y,SBrkr,975,780,0,1755,0,1,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1991,Unf,2,524,TA,TA,Y,502,60,0,0,0,0,NA,GdPrv,NA,0,7,2009,WD,Normal
+1739,160,FV,32,2880,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,2004,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1376,1376,GasA,Ex,Y,SBrkr,1376,1629,0,3005,0,0,2,1,3,1,Gd,9,Mod,1,TA,BuiltIn,2004,Fin,3,704,TA,TA,Y,0,177,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1740,120,FV,NA,3830,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,6,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,280,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1726,1726,GasA,Ex,Y,SBrkr,1726,0,0,1726,0,0,2,1,2,1,Gd,6,Typ,1,Gd,Attchd,2008,Fin,2,561,TA,TA,Y,0,254,0,0,0,0,NA,NA,NA,0,1,2009,New,Partial
+1741,120,FV,NA,4217,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,6,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,252,Gd,TA,PConc,Gd,TA,No,GLQ,962,Unf,0,183,1145,GasA,Ex,Y,SBrkr,1256,0,0,1256,1,0,1,1,1,1,Gd,5,Typ,1,Gd,Attchd,2008,Fin,2,641,TA,TA,Y,0,169,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1742,160,FV,34,2998,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,2000,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,513,Gd,TA,PConc,Gd,TA,No,GLQ,507,Unf,0,249,756,GasA,Ex,Y,SBrkr,756,756,0,1512,1,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2000,Unf,2,440,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1743,160,FV,35,3768,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,1999,1999,Hip,CompShg,MetalSd,MetalSd,BrkFace,218,Gd,TA,PConc,Gd,TA,No,GLQ,549,Unf,0,142,691,GasA,Ex,Y,SBrkr,713,739,0,1452,1,0,2,1,3,1,Gd,6,Typ,0,NA,Detchd,1999,Unf,2,506,TA,TA,Y,0,34,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1744,20,RL,NA,14694,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,1Story,8,9,1977,2008,Gable,CompShg,MetalSd,MetalSd,BrkFace,450,Ex,Ex,CBlock,Gd,Gd,Gd,GLQ,1252,ALQ,136,306,1694,GasA,Ex,Y,SBrkr,1694,0,0,1694,1,0,2,0,2,1,Ex,5,Typ,1,Gd,Attchd,1977,Fin,2,642,TA,TA,Y,501,120,0,225,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1745,20,RL,110,15417,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,1Story,7,5,1981,1981,Gable,CompShg,BrkFace,BrkFace,None,0,Gd,TA,CBlock,Gd,TA,Mn,LwQ,121,Unf,0,1619,1740,GasA,TA,Y,SBrkr,1740,0,0,1740,0,0,1,1,2,1,Gd,7,Typ,0,NA,Attchd,1981,RFn,2,540,TA,TA,Y,228,20,218,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1746,80,RL,80,9600,Pave,NA,Reg,Low,AllPub,FR2,Mod,Veenker,Feedr,Norm,1Fam,SLvl,8,5,1976,1976,Gable,CompShg,Plywood,Plywood,BrkFace,200,Gd,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,392,392,GasA,Ex,Y,SBrkr,1487,1012,0,2499,0,0,2,1,4,1,TA,5,Typ,1,Gd,Attchd,1976,Unf,2,527,TA,TA,Y,0,64,0,0,0,0,NA,NA,NA,0,1,2009,WD,Abnorml
+1747,60,RL,NA,12732,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,PosN,Norm,1Fam,2Story,7,6,1974,1974,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,Mn,GLQ,560,LwQ,42,150,752,GasA,TA,Y,SBrkr,1285,782,0,2067,0,0,2,1,3,1,Gd,7,Typ,2,TA,Attchd,1974,RFn,2,784,TA,TA,Y,297,40,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1748,60,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,PosA,Norm,1Fam,2Story,6,7,1967,1997,Gable,CompShg,MetalSd,MetalSd,BrkFace,256,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,932,932,GasA,Gd,Y,SBrkr,1271,1369,0,2640,0,0,2,1,5,1,Gd,8,Typ,1,TA,Attchd,1967,RFn,2,515,TA,TA,Y,0,120,0,0,168,0,NA,NA,NA,0,5,2009,WD,Normal
+1749,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Feedr,Norm,1Fam,1Story,5,5,1969,1969,Gable,CompShg,HdBoard,HdBoard,BrkFace,128,TA,TA,CBlock,Gd,TA,Mn,ALQ,553,Rec,147,588,1288,GasA,TA,Y,SBrkr,1336,0,0,1336,0,1,2,0,3,1,TA,6,Typ,1,Fa,Attchd,1969,RFn,2,502,TA,TA,Y,312,11,0,0,0,0,NA,NA,Shed,650,8,2009,WD,Normal
+1750,20,RL,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Feedr,Norm,1Fam,1Story,6,5,1969,1969,Gable,CompShg,HdBoard,HdBoard,BrkFace,200,TA,TA,CBlock,TA,TA,Av,BLQ,955,Unf,0,261,1216,GasA,TA,Y,SBrkr,1216,0,0,1216,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1969,Unf,1,336,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2009,WD,Abnorml
+1751,60,RL,NA,13774,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,7,1977,1992,Hip,CompShg,HdBoard,HdBoard,BrkFace,283,TA,Gd,PConc,Gd,TA,No,GLQ,432,Unf,0,476,908,GasA,Ex,Y,SBrkr,1316,972,0,2288,0,0,1,2,4,1,Gd,8,Typ,2,TA,Attchd,1977,RFn,2,520,TA,TA,Y,321,72,0,0,156,0,NA,NA,NA,0,11,2009,WD,Normal
+1752,20,RL,62,7130,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1967,1967,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,TA,TA,No,BLQ,648,Unf,0,216,864,GasA,TA,Y,SBrkr,864,0,0,864,0,1,1,0,2,1,TA,5,Typ,0,NA,Attchd,1967,Fin,1,312,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,6,2009,WD,Normal
+1753,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1967,1967,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1568,1568,GasA,TA,Y,SBrkr,1568,0,0,1568,0,0,1,1,3,1,TA,7,Typ,0,NA,Attchd,1967,Unf,2,440,TA,TA,Y,160,40,0,0,0,0,NA,NA,NA,0,3,2009,COD,Normal
+1754,60,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,5,1974,1974,Gable,CompShg,Plywood,Plywood,BrkFace,252,TA,TA,CBlock,TA,TA,No,ALQ,698,Unf,0,467,1165,GasA,Gd,Y,SBrkr,1165,896,0,2061,0,1,2,1,4,1,TA,8,Typ,1,TA,Attchd,1974,RFn,2,498,TA,TA,Y,0,77,0,0,196,0,NA,NA,NA,0,5,2009,COD,Abnorml
+1755,85,RL,NA,16500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SFoyer,6,5,1971,1971,Hip,CompShg,HdBoard,HdBoard,BrkFace,509,TA,TA,CBlock,Gd,TA,Av,GLQ,962,Unf,0,270,1232,GasA,Fa,Y,SBrkr,1320,0,0,1320,0,1,2,0,3,1,TA,5,Typ,1,Gd,Attchd,1971,RFn,2,495,TA,TA,Y,0,20,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1756,20,RL,60,7436,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,7,1960,1960,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,734,Unf,0,160,894,GasA,Gd,Y,SBrkr,894,0,0,894,1,0,1,0,2,1,TA,5,Typ,1,Po,Detchd,1988,Unf,2,396,TA,TA,Y,0,0,0,360,0,0,NA,GdWo,NA,0,8,2009,WD,Normal
+1757,20,RL,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1959,1959,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,403,Unf,0,461,864,GasA,Ex,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1960,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1758,20,RL,NA,9450,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1957,1957,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,160,TA,TA,CBlock,TA,TA,No,BLQ,775,Unf,0,265,1040,GasA,TA,Y,SBrkr,1362,0,0,1362,1,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1982,RFn,3,768,TA,TA,Y,0,0,84,0,0,0,NA,MnPrv,NA,0,5,2009,WD,Normal
+1759,20,RL,NA,13495,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1956,1956,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,70,TA,Gd,CBlock,TA,TA,No,BLQ,625,LwQ,201,222,1048,GasA,Fa,Y,SBrkr,1728,0,0,1728,1,0,2,0,3,1,TA,7,Min1,1,Gd,Detchd,1956,Unf,2,576,TA,TA,Y,0,99,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1760,20,RL,85,9350,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1961,1995,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,217,TA,TA,CBlock,TA,TA,No,ALQ,310,BLQ,512,491,1313,GasA,TA,Y,SBrkr,1313,0,0,1313,1,0,1,1,3,1,Gd,6,Typ,1,TA,Attchd,1961,RFn,2,610,TA,TA,Y,172,28,0,0,121,0,NA,MnPrv,NA,0,2,2009,WD,Normal
+1761,20,RL,115,10500,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1964,1964,Gable,CompShg,HdBoard,HdBoard,Stone,144,TA,Gd,CBlock,TA,TA,No,LwQ,998,Unf,0,294,1292,GasA,TA,Y,SBrkr,1292,0,0,1292,1,0,1,1,3,1,TA,6,Typ,2,Gd,Detchd,1964,Unf,2,520,TA,TA,Y,0,32,0,0,92,0,NA,NA,NA,0,7,2009,COD,Abnorml
+1762,60,RL,NA,8970,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,2Story,5,6,1965,1965,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,388,Unf,0,356,744,GasA,TA,Y,SBrkr,825,1315,0,2140,0,0,2,1,4,1,TA,7,Typ,1,TA,Attchd,1965,Fin,2,549,TA,TA,Y,0,40,264,0,0,0,NA,MnPrv,NA,0,6,2009,WD,Normal
+1763,80,RL,85,11475,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,6,1961,1961,Hip,CompShg,HdBoard,HdBoard,BrkFace,90,TA,TA,CBlock,TA,TA,Gd,ALQ,568,Unf,0,640,1208,GasA,Ex,Y,SBrkr,1576,0,0,1576,1,0,1,0,4,1,Gd,7,Typ,1,Po,BuiltIn,1961,Fin,2,368,TA,TA,Y,85,0,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1764,20,RL,68,9768,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1955,1955,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,100,ALQ,247,613,960,GasA,Gd,Y,SBrkr,960,0,0,960,1,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1955,RFn,1,330,TA,TA,Y,0,70,0,0,0,0,NA,MnPrv,NA,0,2,2009,WD,Normal
+1765,20,RL,90,9900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,5,1967,1967,Gable,CompShg,BrkComm,Brk Cmn,None,0,Gd,TA,CBlock,TA,TA,No,Rec,1173,Unf,0,507,1680,GasA,TA,Y,SBrkr,1691,0,0,1691,1,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1967,Unf,2,550,Gd,TA,Y,0,67,260,0,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal
+1766,20,RL,92,10573,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1961,1961,Hip,CompShg,MetalSd,MetalSd,BrkFace,3,TA,TA,CBlock,TA,TA,No,Rec,1312,Unf,0,141,1453,GasA,Ex,Y,SBrkr,1453,0,0,1453,1,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1961,RFn,2,530,TA,TA,Y,0,49,0,0,288,0,NA,GdPrv,NA,0,4,2009,WD,Normal
+1767,20,RL,80,14695,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,8,1966,2008,Gable,CompShg,MetalSd,MetalSd,BrkFace,210,TA,Gd,CBlock,TA,TA,No,ALQ,1387,Unf,0,175,1562,GasA,Gd,Y,SBrkr,1567,0,0,1567,1,0,2,0,2,1,Gd,5,Typ,2,Gd,Attchd,1966,Unf,2,542,TA,TA,Y,0,110,0,0,342,0,NA,GdWo,NA,0,7,2009,WD,Normal
+1768,20,RL,73,8760,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1956,1956,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,164,Gd,TA,CBlock,TA,TA,No,ALQ,856,Unf,0,313,1169,GasA,TA,Y,SBrkr,1144,0,0,1144,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1956,RFn,1,286,TA,TA,Y,257,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1769,20,RL,NA,12285,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,7,6,1960,1960,Gable,CompShg,Plywood,Plywood,BrkFace,128,TA,TA,CBlock,TA,TA,No,BLQ,544,Unf,0,785,1329,GasA,Gd,Y,SBrkr,1329,0,0,1329,0,0,1,1,3,1,TA,5,Typ,2,Gd,Attchd,1960,Unf,2,441,TA,TA,Y,0,0,203,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1770,20,RL,66,9240,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,8,1959,1998,Hip,CompShg,MetalSd,MetalSd,None,0,Gd,TA,CBlock,TA,TA,No,ALQ,708,Unf,0,280,988,GasA,TA,Y,SBrkr,988,0,0,988,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1959,Unf,1,297,TA,TA,Y,156,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1771,20,RL,70,8750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1956,1956,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Rec,435,BLQ,202,565,1202,GasA,TA,Y,SBrkr,1202,0,0,1202,0,1,1,0,3,1,TA,6,Typ,0,NA,Attchd,1956,RFn,1,304,TA,TA,Y,0,35,120,0,0,0,NA,GdWo,NA,0,11,2009,COD,Abnorml
+1772,20,RL,70,8750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1955,1955,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,No,Rec,172,LwQ,483,727,1382,GasA,Gd,Y,FuseA,1382,0,0,1382,0,1,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1955,Unf,1,350,TA,TA,Y,280,0,0,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal
+1773,20,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1956,1956,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Rec,155,LwQ,750,295,1200,GasA,TA,Y,SBrkr,1200,0,0,1200,1,0,1,0,3,1,TA,6,Typ,2,Gd,Attchd,1956,Unf,1,294,TA,TA,Y,0,189,140,0,0,0,NA,NA,NA,0,11,2009,WD,Family
+1774,90,RL,76,9482,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,4,1958,1958,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,657,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,1866,1866,GasA,Ex,Y,SBrkr,1866,0,0,1866,0,0,2,0,4,2,TA,8,Typ,0,NA,Detchd,1958,Unf,2,495,TA,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,12,2009,WD,Normal
+1775,20,RL,53,8128,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1954,1954,Hip,CompShg,MetalSd,MetalSd,BrkFace,80,TA,TA,CBlock,TA,TA,No,ALQ,490,Unf,0,572,1062,GasA,Gd,Y,SBrkr,1062,0,0,1062,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1954,Unf,1,297,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal
+1776,20,RL,67,13070,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1951,1951,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,308,Unf,0,323,631,GasA,TA,Y,FuseA,1112,0,0,1112,0,0,1,0,2,1,TA,5,Typ,0,NA,Basment,1951,Unf,2,480,TA,TA,Y,0,0,0,0,255,0,NA,NA,NA,0,10,2009,WD,Normal
+1777,30,RL,80,8480,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1945,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,BLQ,700,Unf,0,93,793,GasA,TA,Y,SBrkr,793,0,0,793,1,0,1,0,2,1,Fa,4,Typ,0,NA,Detchd,1945,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1778,20,RL,60,7626,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,8,1952,2005,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,CBlock,TA,TA,No,GLQ,931,Unf,0,100,1031,GasA,Gd,Y,SBrkr,1031,0,0,1031,1,0,1,0,2,1,Gd,5,Typ,0,NA,Attchd,1952,Unf,1,230,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,3,2009,WD,Normal
+1779,20,RL,75,9533,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1953,1953,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,140,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,FuseA,1210,0,0,1210,0,0,1,1,2,1,TA,7,Typ,0,NA,Attchd,1953,Fin,1,616,TA,TA,Y,208,0,100,0,0,0,NA,MnPrv,NA,0,8,2009,ConLD,Normal
+1780,60,RL,78,11419,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,2Story,7,7,1948,1999,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,Mn,ALQ,699,Unf,0,0,699,GasA,Ex,Y,FuseA,801,726,0,1527,1,0,1,1,3,1,TA,6,Typ,1,Gd,Attchd,1948,Unf,2,410,TA,TA,Y,0,0,134,0,0,0,NA,GdWo,NA,0,12,2009,WD,Normal
+1781,20,RL,60,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1950,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,390,Unf,0,810,1200,GasA,TA,Y,SBrkr,1200,0,0,1200,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1950,Fin,1,246,TA,TA,Y,126,0,0,0,0,0,NA,GdWo,NA,0,8,2009,WD,Normal
+1782,20,RL,53,5470,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,3,5,1958,1958,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,792,792,GasA,Gd,Y,FuseA,792,0,0,792,0,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1958,Unf,1,366,Fa,TA,Y,0,90,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1783,60,RL,60,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,7,1939,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,676,676,GasA,Ex,Y,SBrkr,676,676,0,1352,0,1,2,0,4,1,Gd,7,Typ,0,NA,Detchd,1939,Unf,2,720,TA,TA,Y,187,0,128,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1784,70,RL,80,8146,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,4,8,1900,2003,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,Gd,BrkTil,Fa,TA,No,Unf,0,Unf,0,405,405,GasA,Gd,Y,SBrkr,717,322,0,1039,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1940,Unf,1,281,TA,TA,N,0,0,168,0,111,0,NA,NA,NA,0,5,2009,WD,Normal
+1785,30,RL,60,10230,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,7,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1054,1054,GasA,Ex,Y,SBrkr,1078,0,0,1078,0,0,1,0,3,1,Ex,6,Typ,0,NA,Detchd,1987,Unf,1,264,TA,TA,N,0,0,0,0,112,0,NA,GdWo,NA,0,12,2009,WD,Normal
+1786,50,RL,60,10410,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,4,5,1915,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1313,1313,GasA,TA,Y,SBrkr,1313,0,1064,2377,0,0,2,0,3,1,Gd,8,Min2,1,TA,Detchd,1954,Unf,2,528,TA,TA,Y,0,0,432,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1787,70,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,2Story,7,9,1910,2008,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,TA,TA,No,Unf,0,Unf,0,560,560,GasA,Ex,Y,SBrkr,930,760,0,1690,0,0,2,0,4,1,Gd,5,Typ,0,NA,Detchd,2008,Unf,2,624,TA,TA,Y,0,0,112,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1788,30,RL,90,5400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,2,5,1940,1950,Gable,CompShg,Stucco,Stucco,None,0,Fa,TA,PConc,Fa,TA,No,Unf,0,Unf,0,416,416,GasA,Gd,N,FuseA,599,0,0,599,1,0,1,0,2,1,Gd,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,81,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1789,30,RL,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,7,1920,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,720,720,GasA,TA,N,SBrkr,846,0,0,846,0,0,1,0,2,1,Gd,4,Typ,0,NA,Detchd,1980,Fin,2,576,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1790,30,RL,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,3,5,1890,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,630,630,GasA,TA,Y,FuseA,725,0,0,725,0,0,1,1,1,1,TA,4,Typ,0,NA,Detchd,1959,Unf,1,320,TA,TA,Y,0,30,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal
+1791,90,RL,81,9671,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,Duplex,2Story,6,5,1969,1969,Gable,CompShg,MetalSd,MetalSd,Stone,480,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1248,1248,GasA,TA,Y,SBrkr,1248,1296,0,2544,0,0,2,2,6,2,TA,12,Typ,0,NA,Attchd,1969,RFn,3,907,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1792,20,RL,83,10143,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1963,1963,Gable,CompShg,HdBoard,HdBoard,BrkFace,295,TA,TA,CBlock,TA,TA,No,Rec,384,Unf,0,996,1380,GasA,Fa,Y,SBrkr,1380,0,0,1380,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1963,Unf,1,364,TA,TA,Y,0,0,0,0,216,0,NA,GdWo,NA,0,6,2009,WD,Normal
+1793,20,RL,77,11500,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,4,1967,1967,Gable,CompShg,HdBoard,HdBoard,None,0,Fa,TA,CBlock,TA,Fa,No,BLQ,872,Rec,60,108,1040,GasA,Gd,Y,SBrkr,1040,0,0,1040,1,0,1,0,3,1,TA,6,Min1,1,Po,Attchd,1967,RFn,2,480,TA,TA,Y,0,0,156,0,0,0,NA,MnPrv,NA,0,5,2009,WD,Normal
+1794,20,RL,62,8010,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,9,1958,2007,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,CBlock,TA,TA,Mn,GLQ,745,Unf,0,206,951,GasA,Gd,Y,SBrkr,951,0,0,951,1,0,1,0,2,1,Gd,6,Typ,0,NA,Detchd,1985,Unf,2,480,TA,TA,Y,0,0,42,0,0,0,NA,NA,Shed,450,9,2009,WD,Normal
+1795,20,RL,90,10454,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1957,1957,Hip,CompShg,Plywood,Plywood,Stone,143,TA,TA,CBlock,TA,TA,No,Rec,546,Unf,0,559,1105,GasA,Gd,Y,FuseA,1105,0,0,1105,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1957,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal
+1796,20,RL,80,9000,Pave,NA,IR1,HLS,AllPub,Inside,Mod,NAmes,Norm,Norm,1Fam,1Story,6,6,1958,1958,Flat,Tar&Grv,Wd Sdng,Wd Sdng,BrkFace,82,TA,TA,CBlock,Gd,TA,Gd,Unf,0,Unf,0,160,160,GasA,Fa,Y,SBrkr,1142,0,0,1142,0,0,1,0,2,1,TA,5,Typ,1,Gd,Basment,1958,RFn,1,384,TA,TA,Y,0,28,64,0,0,0,NA,NA,NA,0,4,2009,WD,Normal
+1797,50,RL,60,8064,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,6,5,1950,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,Rec,621,Unf,0,174,795,GasA,Gd,N,SBrkr,765,368,0,1133,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1989,Unf,2,900,TA,TA,Y,0,0,0,0,231,0,NA,NA,NA,0,12,2009,COD,Abnorml
+1798,20,RL,71,7350,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1958,1958,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1041,1041,GasA,Gd,Y,SBrkr,1041,0,0,1041,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1958,RFn,1,294,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,3,2009,WD,Normal
+1799,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1952,1952,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,Gd,No,ALQ,630,BLQ,102,0,732,GasA,TA,Y,SBrkr,732,0,0,732,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1952,Unf,1,240,TA,TA,Y,0,68,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1800,80,RL,80,8000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,5,1959,1959,Gable,CompShg,BrkFace,Plywood,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,433,Rec,95,0,528,GasA,TA,Y,SBrkr,1183,0,0,1183,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,1,288,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal
+1801,50,RL,60,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,4,7,1949,1996,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,832,832,GasA,TA,Y,FuseF,832,629,0,1461,0,0,2,0,4,1,TA,6,Typ,0,NA,Detchd,1949,Unf,1,384,TA,TA,Y,0,204,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1802,50,RL,60,8064,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,6,7,1948,1994,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,120,Unf,0,744,864,GasA,TA,Y,SBrkr,1064,0,431,1495,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1994,Unf,2,576,TA,TA,Y,180,36,0,0,0,0,NA,NA,NA,0,8,2009,COD,Abnorml
+1803,60,RL,76,7570,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,5,1964,1964,Gable,CompShg,HdBoard,HdBoard,BrkFace,420,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,780,780,GasA,TA,Y,SBrkr,993,813,0,1806,0,0,1,1,4,1,TA,8,Typ,0,NA,Attchd,1964,Unf,2,483,TA,TA,Y,0,55,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1804,90,RL,75,8604,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,SFoyer,5,7,1978,1978,Gable,CompShg,Plywood,Plywood,BrkFace,124,TA,Gd,CBlock,Gd,TA,Av,GLQ,941,Unf,0,0,941,GasA,Gd,Y,SBrkr,941,0,0,941,1,0,1,0,2,1,Gd,4,Typ,0,NA,Attchd,1978,Unf,2,564,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal
+1805,20,RL,80,7936,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1963,1963,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,826,Unf,0,219,1045,GasA,TA,Y,SBrkr,1045,0,0,1045,1,0,1,0,3,1,TA,6,Typ,1,Fa,Attchd,1963,RFn,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal
+1806,50,RM,68,4080,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,6,8,1935,1998,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,901,901,GasA,Gd,Y,SBrkr,861,517,0,1378,0,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1920,Unf,1,162,Fa,Fa,P,54,0,40,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1807,90,RM,57,10307,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,Duplex,2Story,6,5,1910,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Mn,LwQ,633,Unf,0,339,972,GasA,Gd,N,FuseA,972,972,0,1944,1,0,2,0,4,2,TA,12,Typ,0,NA,Detchd,1920,Unf,2,324,Fa,TA,N,0,28,169,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1808,50,RM,90,15660,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,8,1910,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,240,240,GasA,TA,Y,SBrkr,810,496,0,1306,0,0,1,1,3,1,Gd,6,Typ,0,NA,Detchd,1959,Unf,2,472,Fa,TA,N,0,0,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal
+1809,70,RM,90,9900,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,8,1910,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,CBlock,TA,TA,No,Unf,0,Unf,0,504,504,GasA,Ex,Y,SBrkr,764,700,0,1464,0,0,2,0,3,1,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,176,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1810,70,RM,57,6406,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,6,1939,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,421,Unf,0,269,690,GasA,TA,Y,FuseA,868,690,0,1558,0,0,1,1,3,1,TA,7,Typ,1,Gd,Detchd,1939,Unf,2,400,TA,TA,Y,0,36,0,0,182,0,NA,MnPrv,NA,0,10,2009,WD,Normal
+1811,190,RM,63,7627,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,2fmCon,2Story,4,6,1920,1950,Gable,CompShg,AsbShng,AsbShng,None,0,Fa,TA,BrkTil,Fa,Po,No,Unf,0,Unf,0,600,600,GasA,Gd,N,SBrkr,1101,600,0,1701,0,0,2,0,4,2,Fa,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,148,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1812,50,RM,56,10134,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,5,1910,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,801,801,GasA,Gd,N,SBrkr,801,646,0,1447,0,0,1,0,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,80,0,244,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1813,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,7,1950,1970,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Ex,CBlock,TA,TA,No,BLQ,384,Unf,0,384,768,GasA,TA,Y,FuseA,768,560,0,1328,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1950,Unf,1,308,TA,TA,Y,0,12,0,0,0,0,NA,MnPrv,NA,0,3,2009,WD,Normal
+1814,30,RM,62,7404,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,6,1920,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,861,861,GasA,TA,Y,SBrkr,861,0,0,861,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1920,Unf,2,288,TA,TA,N,0,0,128,0,0,0,NA,NA,NA,0,11,2009,Oth,Normal
+1815,30,RM,50,5925,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,2,4,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,NA,NA,NA,NA,0,NA,0,0,0,GasA,Fa,N,FuseA,612,0,0,612,0,0,1,0,1,1,TA,4,Typ,0,NA,Detchd,1965,Unf,1,308,TA,Fa,N,0,0,25,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1816,30,RM,60,8520,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,8,1923,1950,Gable,CompShg,Stucco,Stucco,None,0,Gd,TA,PConc,Fa,TA,No,Unf,0,Unf,0,624,624,GasA,TA,Y,SBrkr,792,0,0,792,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1963,Unf,1,287,TA,TA,Y,0,0,81,0,0,0,NA,GdWo,NA,0,2,2009,WD,Normal
+1817,70,RM,60,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,4,4,1910,1950,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,BrkTil,Fa,TA,No,Unf,0,Unf,0,677,677,GasA,TA,Y,SBrkr,833,677,0,1510,0,0,2,0,3,1,Gd,7,Typ,0,NA,Detchd,1974,Unf,2,720,TA,TA,N,0,0,160,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1818,70,RM,70,8400,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,2Story,6,7,1900,1950,Gable,CompShg,Stucco,BrkFace,None,0,TA,TA,BrkTil,Fa,Gd,Mn,Unf,0,Unf,0,917,917,GasA,Gd,Y,FuseA,1090,917,0,2007,0,0,2,0,3,1,Ex,8,Typ,0,NA,Detchd,1930,Unf,1,357,TA,TA,Y,0,235,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1819,70,RM,60,3600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,7,1917,2007,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,624,624,GasA,Ex,Y,SBrkr,664,624,0,1288,1,0,1,0,3,1,Ex,5,Typ,1,Gd,Attchd,1917,Unf,1,280,TA,TA,N,0,103,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1820,30,C (all),NA,3300,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,3,1910,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,624,624,GasA,Ex,Y,SBrkr,816,0,0,816,0,0,1,0,2,1,TA,5,Typ,1,Gd,NA,NA,NA,0,0,NA,NA,N,0,33,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1821,50,RM,60,5400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,6,6,1920,1950,Gable,CompShg,MetalSd,MetalSd,None,0,Fa,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,972,972,GasA,Ex,Y,SBrkr,1044,0,436,1480,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1920,Unf,1,207,Fa,TA,Y,0,0,176,0,0,0,NA,NA,NA,0,9,2009,ConLI,Family
+1822,70,RM,60,9720,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,7,1910,2002,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,741,741,GasA,Ex,Y,SBrkr,780,741,0,1521,0,0,1,0,4,1,Gd,8,Typ,0,NA,Detchd,1950,Unf,3,640,TA,TA,Y,0,0,238,0,0,0,NA,MnPrv,NA,0,9,2009,WD,Normal
+1823,30,C (all),72,9392,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,3,3,1900,1950,Mansard,CompShg,AsbShng,AsbShng,None,0,TA,Fa,CBlock,Fa,TA,No,Unf,0,Unf,0,245,245,GasA,TA,N,SBrkr,797,0,0,797,0,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,36,94,0,0,0,NA,NA,NA,0,9,2009,WD,Abnorml
+1824,30,RL,NA,6615,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,6,6,1923,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1022,1022,GasA,TA,N,FuseA,1432,0,0,1432,0,0,1,0,3,1,Gd,6,Typ,1,Gd,BuiltIn,1923,Unf,1,216,Fa,TA,Y,266,61,0,0,0,0,NA,GdWo,NA,0,9,2009,WD,Normal
+1825,70,RL,50,4960,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Norm,1Fam,1.5Fin,5,7,1930,1982,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,297,297,GasA,Ex,Y,SBrkr,1001,653,0,1654,0,0,2,0,3,1,TA,7,Typ,1,Gd,Detchd,1955,Unf,1,336,TA,TA,N,244,60,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1826,50,RM,60,6000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,5,1924,1950,Gable,CompShg,Stucco,Stucco,BrkFace,444,TA,TA,BrkTil,TA,TA,No,Rec,220,Unf,0,248,468,GasA,Gd,Y,SBrkr,822,320,0,1142,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1924,Fin,1,320,TA,TA,Y,0,0,98,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1827,30,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,6,1925,1999,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,960,960,GasA,Gd,Y,SBrkr,995,0,0,995,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1926,Unf,1,264,TA,TA,Y,0,15,51,0,0,0,NA,MnPrv,NA,0,3,2009,WD,Abnorml
+1828,50,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,6,1938,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,Fa,No,LwQ,273,Unf,0,679,952,GasA,TA,Y,FuseA,994,588,0,1582,0,0,2,0,3,1,TA,6,Typ,1,Gd,Detchd,1938,Unf,1,250,Fa,TA,Y,189,0,34,150,0,0,NA,NA,NA,0,2,2009,WD,Normal
+1829,30,RM,50,8635,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,5,1925,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,BrkTil,TA,TA,No,LwQ,134,Unf,0,938,1072,GasA,TA,Y,SBrkr,1072,0,0,1072,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1982,Unf,5,1184,Fa,TA,P,0,0,105,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1830,70,RM,57,8094,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,6,1915,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,1048,1048,GasA,Gd,Y,FuseA,1048,720,0,1768,0,0,2,0,3,1,TA,8,Typ,0,NA,Detchd,1930,Unf,2,576,Fa,Fa,Y,0,0,150,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1831,70,RM,68,9928,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,8,1915,1994,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,672,672,GasA,Fa,Y,SBrkr,1272,672,0,1944,0,0,2,0,3,1,TA,8,Min2,0,NA,Detchd,1915,Unf,1,216,TA,TA,N,24,28,0,0,0,0,NA,NA,Shed,400,6,2009,WD,Normal
+1832,90,RM,50,3000,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,OldTown,Norm,Norm,Duplex,2Story,5,1,1922,1950,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,1040,1040,GasA,TA,N,SBrkr,1088,1040,0,2128,0,0,2,0,4,2,TA,11,Sev,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,56,0,0,0,0,NA,NA,NA,0,9,2009,WD,Abnorml
+1833,70,RM,57,6876,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,6,5,1927,1950,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,Fa,No,BLQ,522,Unf,0,198,720,GasA,Fa,Y,SBrkr,1146,784,0,1930,1,0,2,0,4,1,TA,8,Typ,0,NA,Attchd,1927,Unf,1,316,TA,TA,Y,0,0,213,0,0,0,NA,MnPrv,NA,0,8,2009,WD,Normal
+1834,70,RM,NA,5775,Pave,NA,IR2,Bnk,AllPub,Corner,Mod,OldTown,Feedr,Norm,1Fam,2Story,6,7,1915,2002,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,483,483,GasA,Ex,Y,SBrkr,741,686,0,1427,0,0,1,0,3,1,Gd,7,Typ,0,NA,Attchd,1915,Unf,1,379,TA,TA,Y,0,24,112,0,0,0,NA,NA,NA,0,2,2009,WD,Normal
+1835,190,RM,41,5852,Pave,NA,IR3,Bnk,AllPub,Corner,Gtl,OldTown,Feedr,Norm,2fmCon,2.5Unf,7,5,1902,2000,Gable,CompShg,MetalSd,MetalSd,Stone,188,TA,Fa,BrkTil,TA,Fa,No,Rec,169,Unf,0,851,1020,GasA,TA,N,FuseF,978,886,0,1864,0,0,2,1,6,1,TA,9,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,188,102,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1836,50,RM,60,5160,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,6,1927,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,BrkTil,TA,TA,No,Unf,0,Unf,0,1204,1204,GasA,TA,Y,FuseA,1204,462,0,1666,0,0,1,0,3,1,TA,4,Typ,0,NA,Detchd,1927,Unf,1,384,Fa,TA,Y,0,0,148,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1837,85,RM,86,5160,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,SFoyer,4,6,1923,1950,Hip,CompShg,MetalSd,MetalSd,None,0,TA,Gd,PConc,Gd,Fa,Av,BLQ,749,Rec,63,46,858,GasA,TA,Y,SBrkr,892,0,0,892,1,0,1,0,1,1,Gd,5,Min2,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,105,0,160,0,NA,NA,NA,0,7,2009,COD,Abnorml
+1838,190,RM,60,10320,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,IDOTRR,Artery,Norm,2fmCon,2Story,6,7,1915,1965,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,276,ALQ,262,160,698,GasA,Ex,Y,FuseF,754,649,0,1403,1,0,1,1,3,1,TA,7,Typ,0,NA,Detchd,1915,Unf,1,308,TA,TA,Y,0,0,288,0,0,0,NA,NA,NA,0,2,2009,WD,Normal
+1839,20,RL,50,4280,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,4,9,1946,2001,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,Fa,TA,No,Unf,0,Unf,0,560,560,GasA,Ex,Y,FuseA,704,0,0,704,0,1,1,0,2,1,Fa,4,Typ,0,NA,CarPort,1946,Unf,1,220,TA,TA,Y,0,0,24,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1840,90,RL,60,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,5,5,1987,1988,Gable,CompShg,Plywood,Plywood,None,0,TA,Gd,CBlock,Gd,Gd,Gd,GLQ,1200,Unf,0,0,1200,GasA,TA,Y,SBrkr,1200,0,0,1200,3,0,3,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,120,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Alloca
+1841,90,RL,NA,10547,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,SFoyer,5,5,1978,1978,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,PConc,Gd,Gd,Gd,GLQ,1152,Unf,0,0,1152,GasA,TA,Y,SBrkr,1152,0,0,1152,2,0,2,0,2,2,TA,6,Typ,0,NA,Detchd,1960,Unf,1,252,TA,Fa,N,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1842,50,RL,60,9780,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,3,1934,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,585,585,GasA,TA,N,FuseA,687,425,0,1112,1,0,2,0,4,1,TA,6,Typ,0,NA,Detchd,1934,Unf,1,226,Po,Po,N,0,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1843,20,RL,75,11625,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1967,1967,Hip,CompShg,HdBoard,HdBoard,BrkFace,172,TA,TA,CBlock,TA,TA,No,BLQ,527,Unf,0,525,1052,GasA,TA,Y,SBrkr,1052,0,0,1052,0,0,1,1,3,1,TA,6,Typ,1,Po,Attchd,1984,Fin,1,668,TA,TA,Y,0,215,0,0,0,0,NA,NA,NA,0,4,2009,WD,Abnorml
+1844,85,RL,NA,8014,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,SFoyer,6,5,1978,1978,Gable,CompShg,Plywood,HdBoard,BrkFace,23,TA,TA,CBlock,Gd,TA,Gd,GLQ,456,Unf,0,0,456,GasA,TA,Y,SBrkr,1034,0,0,1034,0,1,1,0,3,1,TA,5,Typ,1,Fa,Basment,1978,Fin,2,504,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1845,80,RL,88,15400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,5,5,1961,1961,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,Gd,No,Unf,0,Unf,0,552,552,GasA,TA,Y,SBrkr,904,611,259,1774,0,0,2,0,4,1,TA,8,Typ,1,TA,Attchd,1961,Unf,1,384,TA,TA,Y,290,40,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1846,80,RL,88,15312,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,6,5,1960,1960,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,54,TA,TA,CBlock,TA,TA,Av,BLQ,588,Unf,0,550,1138,GasA,Ex,Y,SBrkr,1138,0,0,1138,0,1,1,0,3,1,TA,6,Typ,1,TA,Attchd,1960,RFn,2,480,TA,TA,Y,0,0,0,0,140,0,NA,MnPrv,NA,0,3,2009,COD,Normal
+1847,80,RL,NA,15584,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,SLvl,5,5,1956,1956,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,366,TA,TA,CBlock,TA,TA,Mn,Unf,0,Unf,0,825,825,GasA,Ex,Y,SBrkr,2071,0,0,2071,0,1,1,1,4,1,TA,9,Typ,1,TA,Attchd,1956,Unf,1,336,TA,TA,Y,131,28,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1848,20,RL,NA,9000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,2,2,1947,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Fa,N,SBrkr,660,0,0,660,0,0,1,0,2,1,Fa,5,Min2,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,100,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1849,20,RL,NA,15635,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1954,1954,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1383,0,0,1383,0,0,1,0,2,1,TA,6,Mod,0,NA,Attchd,1980,Unf,2,498,Fa,TA,Y,0,0,90,0,110,0,NA,NA,NA,0,10,2009,WD,Normal
+1850,20,RL,68,9571,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,1956,1956,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,257,Unf,0,816,1073,GasA,TA,Y,FuseA,1073,0,0,1073,1,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1956,Unf,1,340,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,2,2009,WD,Normal
+1851,60,RL,50,9350,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,2Story,6,7,1946,1950,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,342,Unf,0,405,747,GasA,Ex,Y,SBrkr,892,747,0,1639,0,0,1,1,3,1,Gd,6,Typ,1,Gd,Detchd,1946,Unf,1,240,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1852,20,RL,62,7440,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1954,1954,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Gd,TA,No,BLQ,173,Unf,0,916,1089,GasW,TA,Y,SBrkr,1089,0,0,1089,1,0,1,0,3,1,TA,5,Typ,1,Gd,Detchd,1954,RFn,1,252,TA,TA,P,328,0,0,0,0,0,NA,MnPrv,NA,0,9,2009,WD,Normal
+1853,120,RL,42,4235,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,TwnhsE,1Story,5,5,1984,1984,Gable,CompShg,HdBoard,HdBoard,BrkFace,149,Gd,TA,CBlock,Gd,TA,Mn,GLQ,552,ALQ,393,104,1049,GasA,TA,Y,SBrkr,1049,0,0,1049,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,1984,Fin,1,266,TA,TA,Y,0,105,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal
+1854,80,RL,74,10778,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,1Fam,SLvl,7,6,1990,1991,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,460,ALQ,286,308,1054,GasA,Gd,Y,SBrkr,1061,0,0,1061,1,0,1,1,1,1,Gd,4,Typ,0,NA,Attchd,1990,Unf,2,462,TA,TA,Y,114,36,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1855,80,RL,66,19255,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,SLvl,6,5,1983,1983,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,100,Gd,TA,CBlock,Gd,TA,Av,Rec,70,GLQ,450,0,520,GasA,Gd,Y,SBrkr,1338,0,0,1338,0,0,1,1,2,1,Gd,5,Min2,1,Po,Attchd,1983,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,Shed,600,9,2009,WD,Normal
+1856,60,RL,85,10560,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1993,1994,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,Gd,Gd,No,GLQ,474,Unf,0,605,1079,GasA,Ex,Y,SBrkr,1079,800,0,1879,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1993,RFn,2,473,TA,TA,Y,400,100,144,0,0,0,NA,MnPrv,NA,0,8,2009,WD,Normal
+1857,70,RL,120,26400,Pave,NA,Reg,Bnk,AllPub,FR2,Gtl,SawyerW,Feedr,Norm,1Fam,2Story,5,7,1880,2007,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,1288,728,0,2016,0,0,1,0,4,1,TA,7,Mod,1,TA,Attchd,1900,Unf,2,576,TA,TA,P,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1858,90,RL,64,7018,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,Duplex,2Story,5,5,1979,1979,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1114,1114,0,2228,0,0,2,0,6,2,TA,8,Typ,0,NA,Detchd,1979,Unf,2,720,TA,TA,Y,73,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Alloca
+1859,90,RL,64,7018,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SawyerW,Norm,Norm,Duplex,1Story,5,5,1979,1979,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1535,0,0,1535,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1979,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,6,2009,WD,Alloca
+1860,90,RL,64,7040,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,Duplex,SFoyer,5,5,1979,1979,Gable,CompShg,Plywood,Plywood,BrkFace,216,TA,TA,CBlock,Gd,TA,Av,GLQ,1094,Unf,0,0,1094,GasA,TA,Y,SBrkr,1229,0,0,1229,2,0,0,2,2,2,Gd,6,Typ,2,TA,Detchd,1979,Unf,2,672,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Alloca
+1861,90,RL,64,7007,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SawyerW,Norm,Norm,Duplex,1Story,5,5,1979,1979,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1513,0,0,1513,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1979,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Alloca
+1862,90,RL,NA,11855,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,Duplex,2Story,7,5,2000,2000,Hip,CompShg,VinylSd,VinylSd,BrkFace,23,TA,TA,PConc,Ex,TA,No,GLQ,820,Unf,0,348,1168,GasA,Ex,Y,SBrkr,1168,1619,0,2787,2,0,4,2,6,2,TA,8,Typ,2,TA,BuiltIn,2000,Fin,4,820,TA,TA,Y,312,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1863,90,RL,NA,7939,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,Duplex,2Story,7,5,2000,2000,Hip,CompShg,VinylSd,VinylSd,BrkFace,23,TA,TA,PConc,Ex,TA,No,GLQ,820,Unf,0,348,1168,GasA,Ex,Y,SBrkr,1168,1619,0,2787,2,0,4,2,6,2,TA,8,Typ,2,TA,BuiltIn,2000,Fin,4,820,TA,TA,Y,312,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1864,90,RL,NA,7976,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,Duplex,2Story,7,5,2000,2000,Hip,CompShg,VinylSd,VinylSd,BrkFace,23,TA,TA,PConc,Ex,TA,No,GLQ,820,Unf,0,348,1168,GasA,Ex,Y,SBrkr,1168,1619,0,2787,2,0,4,2,6,2,TA,8,Typ,2,TA,BuiltIn,2000,Fin,4,820,TA,TA,Y,312,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1865,20,RL,84,10933,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,9,5,2009,2009,Hip,CompShg,VinylSd,VinylSd,Stone,242,Ex,TA,PConc,Ex,TA,Gd,GLQ,1021,Unf,0,534,1555,GasA,Ex,Y,SBrkr,1680,0,0,1680,1,0,1,1,1,1,Ex,8,Typ,1,Gd,Attchd,2009,Fin,3,1138,TA,TA,Y,185,24,0,0,0,0,NA,NA,NA,0,7,2009,New,Partial
+1866,20,RL,65,10816,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,9,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,364,Ex,TA,PConc,Ex,TA,Gd,GLQ,1104,Unf,0,616,1720,GasA,Ex,Y,SBrkr,1720,0,0,1720,1,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2008,RFn,3,846,TA,TA,Y,208,104,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal
+1867,20,RL,71,9178,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1468,1468,GasA,Ex,Y,SBrkr,1468,0,0,1468,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2008,RFn,3,904,TA,TA,Y,192,142,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1868,20,RL,77,11422,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2007,2008,Hip,CompShg,VinylSd,VinylSd,Stone,352,Gd,TA,PConc,Ex,TA,Av,GLQ,1359,Unf,0,479,1838,GasA,Ex,Y,SBrkr,1838,0,0,1838,1,0,2,0,3,1,Gd,7,Typ,2,Gd,Attchd,2007,RFn,2,524,TA,TA,Y,154,222,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal
+1869,20,RL,64,6762,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,902,Unf,0,380,1282,GasA,Ex,Y,SBrkr,1290,0,0,1290,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2007,RFn,2,662,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1870,20,RL,95,10324,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,BrkFace,140,Gd,TA,PConc,Gd,TA,Av,GLQ,872,Unf,0,382,1254,GasA,Ex,Y,SBrkr,1254,0,0,1254,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2008,RFn,3,810,TA,TA,Y,168,92,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1871,20,RL,78,11645,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,76,Gd,TA,PConc,Ex,TA,Gd,GLQ,24,Unf,0,1474,1498,GasA,Ex,Y,SBrkr,1498,0,0,1498,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,3,844,TA,TA,Y,144,98,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1872,60,RL,79,11646,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,704,704,GasA,Ex,Y,SBrkr,704,718,0,1422,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,440,TA,TA,Y,36,28,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1873,60,RL,NA,16698,Pave,NA,IR1,HLS,AllPub,CulDSac,Mod,ClearCr,Norm,Norm,1Fam,2Story,7,5,1992,1993,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,800,Unf,0,649,1449,GasA,Gd,Y,SBrkr,944,815,0,1759,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1992,Unf,2,525,TA,TA,Y,150,193,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1874,20,RL,65,9757,Pave,NA,Reg,Low,AllPub,Inside,Mod,CollgCr,Norm,Norm,1Fam,1Story,5,7,1994,1994,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,TA,TA,No,ALQ,755,Unf,0,235,990,GasA,Ex,Y,SBrkr,990,0,0,990,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1995,RFn,1,440,TA,TA,Y,66,0,0,0,92,0,NA,NA,NA,0,10,2009,WD,Normal
+1875,20,RL,65,14753,Pave,NA,IR2,Low,AllPub,Inside,Gtl,CollgCr,PosN,Norm,1Fam,1Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,950,Unf,0,513,1463,GasA,Ex,Y,SBrkr,1463,0,0,1463,1,0,2,0,3,1,TA,5,Typ,0,NA,Attchd,1998,Fin,2,539,TA,TA,Y,0,81,0,0,0,0,NA,GdPrv,NA,0,12,2009,WD,Normal
+1876,60,RL,70,8750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,120,TA,TA,PConc,Gd,TA,No,GLQ,606,Unf,0,322,928,GasA,Ex,Y,SBrkr,928,844,0,1772,1,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1998,RFn,2,492,TA,TA,Y,150,96,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal
+1877,20,RL,65,10739,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2002,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,68,Gd,TA,PConc,Gd,TA,No,GLQ,1259,Unf,0,172,1431,GasA,Ex,Y,SBrkr,1444,0,0,1444,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2002,RFn,2,577,TA,TA,Y,144,40,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal
+1878,20,RL,75,11166,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,180,Gd,TA,PConc,Gd,TA,Mn,GLQ,24,Unf,0,1468,1492,GasA,Ex,Y,SBrkr,1492,0,0,1492,0,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2001,RFn,2,608,TA,TA,Y,0,114,0,0,168,0,NA,NA,NA,0,7,2009,WD,Family
+1879,20,RL,NA,16269,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1978,1978,Gable,CompShg,MetalSd,MetalSd,BrkFace,76,TA,TA,BrkTil,Gd,TA,Av,GLQ,625,Unf,0,282,907,GasA,TA,Y,SBrkr,907,0,0,907,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1978,Unf,1,343,TA,TA,Y,72,0,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal
+1880,20,RL,76,6950,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,7,1979,1979,Gable,CompShg,HdBoard,HdBoard,BrkFace,40,TA,TA,CBlock,TA,TA,No,ALQ,710,BLQ,72,132,914,GasA,TA,Y,SBrkr,914,0,0,914,1,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1979,Unf,2,444,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1881,20,RL,90,11664,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2002,2002,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,1234,Unf,0,335,1569,GasA,Ex,Y,SBrkr,1611,0,0,1611,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2002,RFn,3,1231,TA,TA,Y,262,93,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1882,60,RL,NA,12334,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,198,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1068,1068,GasA,Ex,Y,SBrkr,1068,1116,0,2184,0,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2003,RFn,2,570,TA,TA,Y,192,132,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1883,60,RL,70,8749,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,840,840,GasA,Ex,Y,SBrkr,840,885,0,1725,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2002,RFn,2,550,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal
+1884,60,RL,NA,11250,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,944,944,GasA,Ex,Y,SBrkr,944,926,0,1870,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2001,RFn,2,608,TA,TA,Y,256,43,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1885,20,RL,90,15750,Pave,NA,Reg,Lvl,AllPub,FR3,Gtl,CollgCr,Feedr,Norm,1Fam,1Story,8,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,260,Gd,TA,PConc,Gd,TA,Gd,GLQ,1246,Unf,0,216,1462,GasA,Ex,Y,SBrkr,1513,0,0,1513,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1999,Fin,2,521,TA,TA,Y,135,34,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1886,20,RL,NA,12782,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2002,2003,Hip,CompShg,HdBoard,HdBoard,BrkFace,164,Gd,TA,PConc,Ex,TA,Gd,GLQ,1360,Unf,0,462,1822,GasA,Ex,Y,SBrkr,1828,0,0,1828,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2002,Fin,2,523,TA,TA,Y,194,144,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal
+1887,20,RL,70,8750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,209,Gd,TA,PConc,Gd,TA,Av,GLQ,1111,Unf,0,306,1417,GasA,Ex,Y,SBrkr,1417,0,0,1417,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1997,Unf,2,511,TA,TA,Y,60,0,0,0,117,0,NA,NA,NA,0,8,2009,WD,Normal
+1888,20,RL,85,10200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,180,Gd,TA,PConc,Gd,TA,Av,GLQ,1478,Unf,0,100,1578,GasA,Ex,Y,SBrkr,1602,0,0,1602,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,RFn,3,810,TA,TA,Y,0,48,0,0,195,0,NA,NA,NA,0,1,2009,WD,Normal
+1889,60,RL,85,11069,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,608,608,GasA,Ex,Y,SBrkr,608,788,0,1396,0,0,2,1,3,1,Gd,6,Typ,1,Gd,BuiltIn,2007,Fin,2,440,TA,TA,Y,100,36,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1890,20,RL,80,10682,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,6,1960,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,GLQ,399,Unf,0,615,1014,GasA,TA,Y,SBrkr,1149,0,0,1149,1,0,1,0,3,1,TA,7,Min1,0,NA,2Types,1968,Fin,1,544,TA,TA,Y,0,240,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal
+1891,180,RM,35,3675,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,TwnhsE,SFoyer,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,80,TA,TA,Wood,Gd,TA,Gd,GLQ,547,Unf,0,0,547,GasA,Gd,Y,SBrkr,1072,0,0,1072,1,0,1,0,2,1,TA,5,Typ,0,NA,Basment,2005,Fin,2,525,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal
+1892,20,RL,64,6410,Pave,NA,Reg,HLS,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,1Story,4,5,1959,1959,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,332,Rec,243,301,876,GasA,TA,Y,FuseA,876,0,0,876,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1959,Unf,1,320,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,3,2009,WD,Normal
+1893,20,RL,70,11767,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,1950,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Fa,TA,Mn,Rec,1078,Unf,0,0,1078,GasA,TA,Y,FuseA,1368,0,0,1368,1,0,1,0,3,1,TA,6,Min1,0,NA,Attchd,1950,RFn,1,195,TA,TA,Y,0,41,211,0,0,0,NA,NA,Shed,900,6,2009,WD,Normal
+1894,90,RL,65,10926,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,5,5,1959,1959,Hip,CompShg,VinylSd,VinylSd,BrkFace,74,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1678,1678,GasA,TA,Y,SBrkr,1678,0,0,1678,0,0,2,0,6,2,TA,10,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal
+1895,20,RL,70,11767,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,1956,1956,Hip,CompShg,HdBoard,HdBoard,BrkFace,259,TA,TA,CBlock,TA,TA,No,Rec,546,Unf,0,604,1150,GasA,Ex,Y,SBrkr,1560,0,0,1560,0,0,1,0,2,1,TA,7,Min1,1,TA,Attchd,1956,Unf,1,313,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1896,50,RL,45,8212,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,6,1941,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,626,Unf,0,94,720,GasA,Ex,Y,SBrkr,854,444,0,1298,0,0,1,0,3,1,TA,6,Typ,2,Gd,Detchd,1940,Unf,1,256,TA,TA,Y,84,0,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal
+1897,50,RH,70,6300,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,5,4,1938,1950,Gable,CompShg,MetalSd,MetalSd,BrkFace,88,TA,TA,PConc,TA,Fa,No,LwQ,832,Unf,0,0,832,GasA,TA,Y,SBrkr,832,436,0,1268,0,0,1,1,3,1,TA,7,Typ,2,Gd,Basment,1938,Unf,1,250,TA,TA,Y,0,0,55,0,0,0,NA,NA,NA,0,7,2009,WD,Abnorml
+1898,70,RL,43,5707,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Feedr,Norm,1Fam,2Story,6,6,1935,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,583,583,GasA,Gd,Y,FuseF,647,595,0,1242,0,0,1,1,3,1,TA,6,Typ,1,Gd,Detchd,1926,Unf,1,180,Fa,TA,Y,329,96,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1899,30,RL,64,8574,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,8,1916,2000,Gable,CompShg,Stucco,Stucco,None,0,Gd,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,816,816,GasA,Ex,Y,SBrkr,1232,0,0,1232,0,0,1,0,3,1,Gd,6,Typ,1,Gd,Detchd,1916,Unf,2,440,TA,TA,Y,0,0,180,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1900,70,RL,53,7155,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,8,1918,1990,Gambrel,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,Fa,Mn,Unf,0,Unf,0,600,600,GasA,Ex,Y,SBrkr,628,600,0,1228,0,0,1,0,3,1,TA,6,Typ,1,Gd,Detchd,1918,Unf,1,215,Fa,TA,Y,0,113,0,0,195,0,NA,MnPrv,NA,0,5,2009,WD,Normal
+1901,50,RL,60,13680,Pave,NA,Reg,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,1.5Fin,5,6,1940,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,728,Unf,0,112,840,GasA,Ex,Y,SBrkr,840,727,0,1567,1,0,1,1,2,1,TA,6,Min2,2,TA,Detchd,1961,Unf,2,440,TA,TA,Y,0,21,150,0,0,0,NA,GdPrv,NA,0,2,2009,WD,Normal
+1902,20,RL,80,14680,Pave,Grvl,IR1,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,5,4,1960,1960,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,793,Unf,0,480,1273,GasA,Ex,Y,SBrkr,1273,0,0,1273,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1960,Unf,1,307,TA,TA,Y,483,0,0,0,115,0,NA,MnPrv,NA,0,6,2009,WD,Normal
+1903,90,RL,NA,8145,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,Crawfor,Norm,Norm,Duplex,2.5Unf,7,6,1940,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,246,Unf,0,674,920,GasA,Ex,Y,SBrkr,1240,1240,0,2480,0,0,2,1,5,2,TA,13,Typ,2,Gd,Detchd,1940,Unf,2,400,TA,TA,Y,0,0,57,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1904,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Feedr,Norm,1Fam,1Story,5,6,1954,1954,Gable,CompShg,BrkFace,BrkFace,None,0,TA,Gd,BrkTil,TA,TA,Mn,Rec,154,ALQ,694,264,1112,GasA,Ex,Y,SBrkr,1112,0,0,1112,1,0,1,0,2,1,TA,6,Typ,1,Gd,Attchd,1954,Unf,1,390,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,10,2009,WD,Family
+1905,20,RL,90,13339,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,6,1960,1960,Gable,CompShg,HdBoard,Plywood,Stone,132,TA,TA,CBlock,TA,TA,No,LwQ,65,BLQ,875,621,1561,GasA,TA,Y,SBrkr,1561,0,0,1561,1,0,2,0,3,1,TA,6,Typ,1,Gd,Attchd,1960,Fin,2,463,TA,TA,Y,0,148,0,0,120,0,NA,NA,NA,0,5,2009,WD,Normal
+1906,50,RL,78,15600,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,5,7,1949,2005,Gable,CompShg,BrkComm,Brk Cmn,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,312,Rec,507,248,1067,GasW,Fa,N,SBrkr,986,537,0,1523,1,0,2,0,3,1,Fa,7,Maj2,1,TA,Attchd,1949,Unf,1,295,TA,TA,Y,0,0,81,0,0,0,NA,NA,NA,0,10,2009,WD,Normal
+1907,20,RL,100,17500,Pave,NA,Reg,Bnk,AllPub,Corner,Mod,Crawfor,PosA,Norm,1Fam,1Story,6,5,1954,1954,Gable,CompShg,HdBoard,HdBoard,Stone,420,TA,TA,PConc,TA,TA,Av,LwQ,784,BLQ,435,91,1310,GasA,Ex,Y,SBrkr,1906,0,0,1906,1,0,1,1,3,1,TA,6,Typ,2,Gd,Basment,1954,Unf,2,576,TA,TA,Y,0,201,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal
+1908,160,RM,24,1733,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blueste,Norm,Norm,Twnhs,2Story,6,6,1980,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,516,516,GasA,TA,Y,SBrkr,516,516,0,1032,0,0,1,0,2,1,TA,5,Typ,1,TA,Detchd,1980,Unf,2,452,TA,TA,Y,279,0,0,0,0,0,NA,GdPrv,NA,0,5,2009,WD,Normal
+1909,160,RM,24,1488,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blueste,Norm,Norm,TwnhsE,2Story,6,6,1980,1992,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,Gd,TA,Mn,ALQ,471,Unf,0,90,561,GasA,TA,Y,SBrkr,561,668,0,1229,1,0,1,1,2,1,Gd,5,Typ,1,TA,Attchd,1980,Fin,2,462,TA,TA,Y,176,0,0,0,0,0,NA,GdPrv,NA,0,10,2009,WD,Normal
+1910,160,RM,24,1612,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blueste,Norm,Norm,Twnhs,2Story,6,6,1980,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,561,561,GasA,TA,Y,SBrkr,561,668,0,1229,0,0,1,1,2,1,TA,5,Typ,1,TA,Attchd,1980,Fin,2,462,TA,TA,Y,154,0,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal
+1911,80,RL,NA,13607,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,SLvl,6,6,1986,1986,Gable,CompShg,VinylSd,VinylSd,BrkFace,242,TA,Gd,CBlock,TA,TA,No,ALQ,454,Unf,0,118,572,GasA,Gd,Y,SBrkr,1182,800,0,1982,1,0,2,1,3,1,TA,6,Typ,1,TA,BuiltIn,1986,Fin,2,501,TA,TA,Y,400,112,0,0,0,0,NA,NA,Shed,1500,4,2009,WD,Normal
+1912,20,RL,NA,17597,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,7,9,1971,2009,Hip,CompShg,BrkFace,BrkFace,None,0,Gd,Gd,CBlock,Gd,TA,No,GLQ,803,ALQ,419,581,1803,GasA,TA,Y,SBrkr,2365,0,0,2365,1,0,2,0,3,1,Ex,7,Min1,2,Gd,Attchd,1971,Fin,2,551,TA,TA,Y,200,144,0,0,0,0,NA,GdPrv,NA,0,7,2009,WD,Normal
+1913,70,RM,50,8660,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,5,6,1900,1993,Gambrel,CompShg,AsbShng,AsbShng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,760,760,GasA,Ex,N,SBrkr,928,928,312,2168,0,0,2,0,5,1,Gd,11,Typ,0,NA,Detchd,1998,Unf,2,576,TA,TA,Y,467,160,78,0,0,0,NA,NA,NA,0,12,2009,WD,Normal
+1914,30,C (all),60,10200,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,6,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,572,572,GasA,Fa,N,FuseP,572,0,0,572,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1940,Unf,1,200,TA,TA,N,0,0,72,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1915,120,RM,44,3843,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,TwnhsE,1Story,8,5,2007,2008,Hip,CompShg,CemntBd,CmentBd,Stone,174,Ex,TA,PConc,Ex,TA,Gd,GLQ,1476,Unf,0,120,1596,GasA,Ex,Y,SBrkr,1648,0,0,1648,1,1,2,0,2,1,Ex,5,Typ,1,Gd,Attchd,2007,Fin,2,482,TA,TA,Y,162,53,0,153,0,0,NA,NA,NA,0,6,2009,New,Partial
+1916,30,NA,109,21780,Grvl,NA,Reg,Lvl,NA,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,2,4,1910,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Fa,Fa,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,FuseA,810,0,0,810,0,0,1,0,1,1,TA,4,Min1,0,NA,Detchd,1975,Unf,1,280,TA,TA,N,119,24,0,0,0,0,NA,NA,NA,0,3,2009,ConLD,Normal
+1917,60,RL,75,10125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,2Story,8,5,2000,2001,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,ALQ,445,BLQ,250,412,1107,GasA,Ex,Y,SBrkr,1040,1012,0,2052,0,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,2000,Fin,3,642,TA,TA,Y,210,91,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1918,85,RL,75,9750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,6,6,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,767,Unf,0,135,902,GasA,Ex,Y,SBrkr,926,0,0,926,1,0,1,0,2,1,TA,5,Typ,1,TA,Attchd,1977,Unf,1,351,TA,TA,Y,319,0,0,0,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal
+1919,85,RL,72,9360,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,6,7,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,841,LwQ,116,0,957,GasA,TA,Y,SBrkr,1287,0,0,1287,1,0,1,1,2,1,TA,5,Typ,2,Fa,Attchd,1977,RFn,2,541,TA,TA,Y,302,39,0,0,120,0,NA,GdWo,NA,0,11,2009,WD,Normal
+1920,20,RL,82,11070,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,1991,1991,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,BLQ,55,Unf,0,1527,1582,GasA,TA,Y,SBrkr,1595,0,0,1595,1,0,2,0,2,1,TA,5,Typ,0,NA,Detchd,1991,Unf,2,672,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2009,COD,Abnorml
+1921,20,RL,113,13438,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,9,5,2008,2008,Gable,CompShg,CemntBd,CmentBd,Stone,246,Ex,TA,CBlock,Ex,TA,Gd,GLQ,1758,Unf,0,432,2190,GasA,Ex,Y,SBrkr,2036,0,0,2036,1,0,2,0,3,1,Ex,9,Typ,1,Ex,Attchd,2008,Fin,3,780,TA,TA,Y,90,154,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1922,20,RL,79,14463,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,9,5,2008,2008,Gable,CompShg,CemntBd,CmentBd,BrkFace,406,Ex,TA,PConc,Ex,TA,Gd,GLQ,1115,Unf,0,526,1641,GasA,Ex,Y,SBrkr,1641,0,0,1641,1,0,2,0,3,1,Ex,7,Typ,0,NA,Attchd,2008,Fin,3,885,TA,TA,Y,0,95,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal
+1923,60,RL,NA,9839,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Timber,Norm,Norm,1Fam,2Story,6,8,1980,2006,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,PConc,Gd,TA,No,ALQ,462,Unf,0,250,712,GasA,Ex,Y,SBrkr,1375,862,0,2237,0,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,1980,Fin,2,440,TA,TA,Y,305,24,0,0,0,0,NA,NA,Shed,2500,2,2009,WD,Normal
+1924,80,RL,125,14419,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,SLvl,7,5,1987,1989,Hip,CompShg,Plywood,Plywood,BrkFace,310,TA,TA,PConc,Gd,TA,Gd,GLQ,904,ALQ,624,117,1645,GasA,Ex,Y,SBrkr,1479,0,0,1479,2,0,2,1,3,1,Gd,7,Min1,1,Fa,Attchd,1987,Fin,2,578,TA,TA,Y,224,238,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1925,60,RL,75,9157,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,912,912,GasA,Ex,Y,SBrkr,1072,942,0,2014,0,0,2,1,3,1,Gd,9,Typ,0,NA,Attchd,2003,Fin,2,486,TA,TA,Y,124,114,0,0,0,0,NA,NA,NA,0,2,2009,WD,Abnorml
+1926,20,RL,85,12633,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,9,5,2007,2007,Hip,CompShg,CemntBd,CmentBd,Stone,290,Ex,TA,PConc,Ex,TA,Gd,GLQ,1640,Unf,0,338,1978,GasA,Ex,Y,SBrkr,1978,0,0,1978,1,0,2,0,2,1,Ex,7,Typ,1,Gd,Attchd,2007,Fin,3,920,TA,TA,Y,308,52,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal
+1927,20,RL,75,12518,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,7,1968,1968,Gable,CompShg,HdBoard,HdBoard,BrkFace,182,TA,TA,CBlock,TA,TA,No,ALQ,532,Unf,0,476,1008,GasA,Gd,Y,SBrkr,1008,0,0,1008,0,0,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1968,Unf,1,384,TA,TA,Y,144,0,0,0,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal
+1928,20,RL,83,13383,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,5,5,1969,2000,Hip,CompShg,HdBoard,HdBoard,BrkFace,176,TA,TA,CBlock,TA,TA,No,BLQ,594,Unf,0,594,1188,GasA,Ex,Y,SBrkr,1404,0,0,1404,0,0,2,0,3,1,TA,7,Typ,1,Po,Attchd,1969,Unf,2,504,TA,TA,Y,0,16,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal
+1929,85,RL,50,7689,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,5,8,1972,1972,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,720,BLQ,76,0,796,GasA,Gd,Y,SBrkr,796,0,0,796,0,1,1,0,2,1,TA,4,Typ,0,NA,Detchd,1998,Unf,1,336,TA,TA,Y,138,0,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal
+1930,80,RL,62,7706,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,6,5,1993,1996,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,Gd,TA,Av,Rec,114,GLQ,270,0,384,GasA,Ex,Y,SBrkr,1091,0,0,1091,0,1,1,0,2,1,TA,5,Typ,0,NA,Attchd,1993,Fin,1,429,TA,TA,Y,280,0,0,0,0,0,NA,NA,Shed,700,8,2009,WD,Normal
+1931,85,RL,70,7669,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,5,6,1992,1993,Gable,CompShg,HdBoard,Wd Shng,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,718,LwQ,110,0,828,GasA,TA,Y,SBrkr,883,0,0,883,1,0,1,0,2,1,TA,5,Typ,1,Fa,Detchd,1998,Unf,2,698,TA,TA,Y,100,32,0,0,0,0,NA,GdPrv,NA,0,6,2009,WD,Normal
+1932,60,RL,62,10429,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,2Story,5,5,1992,1992,Gable,CompShg,HdBoard,Wd Shng,None,0,TA,TA,PConc,Gd,TA,No,ALQ,330,Unf,0,294,624,GasA,TA,Y,SBrkr,624,663,0,1287,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,2001,Unf,2,440,TA,TA,Y,150,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal
+1933,60,RL,70,10457,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,2Story,5,7,1969,1969,Gable,CompShg,VinylSd,VinylSd,BrkFace,178,Gd,Ex,CBlock,TA,TA,Gd,BLQ,496,LwQ,288,0,784,GasA,Ex,Y,SBrkr,784,848,0,1632,0,0,1,1,4,1,TA,7,Typ,1,TA,Attchd,1969,RFn,2,898,TA,TA,Y,0,173,368,0,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal
+1934,60,RL,72,8702,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,BLQ,706,Unf,0,220,926,GasA,Ex,Y,SBrkr,926,678,0,1604,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1997,Fin,2,470,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+1935,60,RL,65,8139,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1995,1996,Gable,CompShg,VinylSd,VinylSd,BrkFace,119,TA,TA,PConc,Gd,TA,No,ALQ,476,Unf,0,204,680,GasA,Gd,Y,SBrkr,680,790,0,1470,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1995,Fin,2,420,TA,TA,Y,192,49,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal
+1936,60,RL,59,9535,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Gd,GLQ,851,Unf,0,75,926,GasA,Ex,Y,SBrkr,926,678,0,1604,0,0,2,1,3,1,TA,7,Typ,0,NA,Attchd,1998,Fin,2,472,TA,TA,Y,100,82,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+1937,60,RL,NA,15038,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1996,1996,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,Rec,138,Unf,0,778,916,GasA,Gd,Y,SBrkr,916,720,0,1636,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1996,Fin,2,386,TA,TA,Y,168,84,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal
+1938,20,RL,53,14137,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,5,5,1996,1997,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,450,Unf,0,898,1348,GasA,Gd,Y,SBrkr,1384,0,0,1384,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,1996,Unf,2,404,TA,TA,Y,0,39,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal
+1939,120,RL,45,6264,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,StoneBr,Norm,Norm,1Fam,1Story,8,5,1997,1997,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Ex,TA,Mn,GLQ,656,Unf,0,1008,1664,GasA,Ex,Y,SBrkr,1682,0,0,1682,1,0,1,1,1,1,Gd,6,Min1,1,TA,Attchd,1997,Fin,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+1940,120,RL,39,5070,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1992,1992,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1280,1280,GasA,Ex,Y,SBrkr,1280,0,0,1280,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,1992,RFn,2,506,TA,TA,Y,0,82,0,0,144,0,NA,NA,NA,0,8,2008,WD,Normal
+1941,60,RL,73,11184,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,932,932,GasA,Gd,Y,SBrkr,932,701,0,1633,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1998,Fin,2,460,TA,TA,Y,0,39,0,0,0,0,NA,NA,NA,0,4,2008,WD,Family
+1942,60,RL,NA,14067,Pave,NA,Reg,Lvl,AllPub,FR3,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1991,1991,Gable,CompShg,HdBoard,HdBoard,BrkFace,194,TA,TA,PConc,Gd,TA,No,ALQ,504,Unf,0,332,836,GasA,Gd,Y,SBrkr,851,858,0,1709,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1991,Fin,2,416,TA,TA,Y,0,40,0,0,0,0,NA,GdPrv,NA,0,9,2008,WD,Normal
+1943,120,RL,65,5950,Pave,NA,IR1,HLS,AllPub,Inside,Mod,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1989,1989,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,319,Unf,0,1018,1337,GasA,Gd,Y,SBrkr,1337,0,0,1337,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1989,RFn,2,462,TA,TA,Y,0,73,154,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+1944,60,RL,101,13543,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,StoneBr,Norm,Norm,1Fam,2Story,8,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,Stone,130,Gd,TA,PConc,Ex,TA,Gd,GLQ,16,Unf,0,1152,1168,GasA,Ex,Y,SBrkr,1168,1332,0,2500,0,0,3,1,5,1,Ex,9,Typ,1,Gd,BuiltIn,2005,Fin,3,683,TA,TA,Y,192,32,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+1945,20,RL,53,15401,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,1Fam,1Story,9,5,2004,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,296,Ex,TA,PConc,Ex,TA,Gd,GLQ,1337,Unf,0,547,1884,GasA,Ex,Y,SBrkr,1884,0,0,1884,1,0,2,0,2,1,Ex,7,Typ,1,Gd,Attchd,2004,Fin,3,670,TA,TA,Y,214,76,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal
+1946,20,RL,NA,31220,Pave,NA,IR1,Bnk,NA,FR2,Gtl,Gilbert,Feedr,Norm,1Fam,1Story,6,2,1952,1952,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1632,1632,GasA,TA,Y,FuseA,1474,0,0,1474,0,0,1,0,3,1,TA,7,Min2,2,Gd,Attchd,1952,Unf,2,495,TA,TA,Y,0,0,144,0,0,0,NA,NA,Shed,750,5,2008,WD,Normal
+1947,120,RL,60,8118,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,StoneBr,PosN,PosN,TwnhsE,1Story,9,5,2007,2007,Hip,CompShg,MetalSd,MetalSd,BrkFace,178,Ex,TA,PConc,Ex,TA,Gd,GLQ,1034,Unf,0,676,1710,GasA,Ex,Y,SBrkr,1710,0,0,1710,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2007,RFn,2,557,TA,TA,Y,156,48,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+1948,20,RL,NA,47280,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,6,5,1950,1950,Hip,CompShg,AsbShng,AsbShng,BrkFace,44,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1488,1488,GasA,Gd,Y,SBrkr,1488,0,0,1488,0,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1950,RFn,2,738,TA,TA,Y,0,0,180,0,0,0,NA,NA,NA,0,7,2008,WD,Family
+1949,20,RL,63,12680,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,6,1988,1988,Gable,CompShg,Plywood,Wd Sdng,BrkFace,102,Gd,TA,CBlock,Gd,Gd,Mn,GLQ,983,Unf,0,692,1675,GasA,Ex,Y,SBrkr,1688,0,0,1688,1,0,2,0,2,1,Ex,6,Typ,1,Ex,Attchd,1988,RFn,2,528,TA,TA,Y,0,48,0,0,141,0,NA,NA,NA,0,6,2008,WD,Normal
+1950,20,RL,NA,10825,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,7,1983,1983,Gable,CompShg,WdShing,Plywood,BrkFace,174,Gd,TA,CBlock,Gd,TA,Mn,GLQ,747,Unf,0,513,1260,GasA,TA,Y,SBrkr,1260,0,0,1260,1,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1983,Unf,2,598,TA,TA,Y,152,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+1951,20,RL,56,18559,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,5,1978,1978,Hip,CompShg,Plywood,Plywood,BrkFace,383,Gd,Gd,CBlock,Gd,TA,No,GLQ,1206,Rec,186,656,2048,GasA,TA,Y,SBrkr,2064,0,0,2064,1,0,2,0,3,1,Gd,7,Typ,2,Fa,Attchd,1978,Fin,2,550,TA,TA,Y,200,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal
+1952,20,RL,85,14450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,5,1979,1979,Hip,CompShg,Plywood,Plywood,BrkFace,194,Gd,TA,CBlock,Gd,Fa,No,ALQ,864,LwQ,449,469,1782,GasA,TA,Y,SBrkr,1782,0,0,1782,0,1,2,0,3,1,Gd,6,Typ,1,TA,Attchd,1979,Fin,2,551,TA,TA,Y,467,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal
+1953,20,RL,90,13068,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1976,1976,Hip,CompShg,HdBoard,HdBoard,BrkFace,621,TA,TA,PConc,Gd,TA,No,ALQ,890,Rec,48,273,1211,GasA,TA,Y,SBrkr,1211,0,0,1211,1,0,2,0,3,1,Gd,6,Typ,1,Po,Attchd,1976,Fin,2,461,TA,TA,Y,0,0,0,174,0,0,NA,MnPrv,NA,0,11,2008,WD,Normal
+1954,60,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,6,1980,1988,Gable,CompShg,HdBoard,HdBoard,BrkFace,280,TA,TA,CBlock,Gd,TA,Mn,Unf,0,Unf,0,738,738,GasA,TA,Y,SBrkr,1277,767,0,2044,0,0,2,1,3,1,TA,7,Min1,1,TA,Attchd,1980,Unf,2,489,TA,TA,Y,28,73,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal
+1955,60,RL,75,9743,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,5,6,1969,1969,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,Fa,No,BLQ,280,Unf,0,440,720,GasA,Gd,Y,SBrkr,720,588,0,1308,0,0,1,1,3,1,TA,7,Typ,0,NA,Detchd,1969,Unf,2,484,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+1956,60,RL,NA,12511,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,7,1978,1978,Mansard,WdShake,Plywood,Plywood,BrkFace,168,Gd,TA,PConc,Gd,TA,No,ALQ,988,Unf,0,432,1420,GasA,Ex,Y,SBrkr,1420,1420,0,2840,0,1,2,1,4,1,Gd,8,Min2,2,Gd,Attchd,1978,Fin,4,1314,TA,Gd,Y,0,16,0,0,208,0,NA,MnPrv,NA,0,12,2008,WD,Normal
+1957,20,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1976,1976,Gable,CompShg,HdBoard,HdBoard,BrkFace,120,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1444,1444,GasA,TA,Y,SBrkr,1444,0,0,1444,0,0,2,0,2,1,TA,5,Typ,1,Gd,Attchd,1976,Unf,2,473,TA,TA,Y,0,24,0,0,0,0,NA,GdWo,NA,0,4,2008,WD,Normal
+1958,60,RL,NA,14311,Pave,NA,IR1,Lvl,AllPub,FR3,Gtl,NWAmes,Norm,Norm,1Fam,2Story,8,5,1996,1996,Gable,CompShg,VinylSd,VinylSd,BrkFace,402,Gd,TA,PConc,Gd,TA,No,GLQ,1023,Unf,0,213,1236,GasA,Ex,Y,SBrkr,1236,1104,0,2340,1,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,1996,RFn,3,787,TA,TA,Y,192,180,218,0,0,0,NA,GdPrv,NA,0,6,2008,WD,Normal
+1959,90,RL,60,9000,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,Duplex,2Story,5,5,1974,1974,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,Mn,Unf,0,Unf,0,896,896,GasA,TA,Y,SBrkr,896,896,0,1792,0,0,2,2,4,2,TA,8,Typ,0,NA,Detchd,1982,Unf,2,480,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+1960,20,RL,68,10295,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1969,1969,Gable,CompShg,HdBoard,HdBoard,BrkFace,72,TA,TA,CBlock,Gd,TA,Mn,Rec,252,Unf,0,684,936,GasA,TA,Y,SBrkr,936,0,0,936,0,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1969,Unf,1,288,TA,TA,Y,16,0,0,0,0,0,NA,NA,NA,0,9,2008,COD,Normal
+1961,20,RL,63,7560,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1971,1971,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,No,Rec,119,ALQ,613,132,864,GasA,TA,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1977,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+1962,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1973,1973,Gable,CompShg,HdBoard,HdBoard,BrkFace,359,TA,TA,CBlock,TA,TA,No,LwQ,458,Unf,0,25,483,GasA,TA,Y,SBrkr,483,504,0,987,0,1,1,1,2,1,TA,5,Typ,0,NA,Detchd,1973,Unf,1,264,TA,TA,Y,52,0,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal
+1963,160,RM,21,1890,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,6,1972,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,422,TA,TA,CBlock,TA,TA,No,LwQ,483,Unf,0,0,483,GasA,Gd,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1975,Unf,1,352,TA,TA,Y,411,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+1964,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,5,5,1972,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,356,TA,TA,CBlock,TA,TA,No,Rec,350,Unf,0,280,630,GasA,TA,Y,SBrkr,630,672,0,1302,0,0,2,1,3,1,TA,6,Typ,0,NA,Detchd,1972,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal
+1965,160,RL,24,2308,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NPkVill,Norm,Norm,TwnhsE,2Story,6,6,1975,1975,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,286,LwQ,294,275,855,GasA,Gd,Y,SBrkr,855,601,0,1456,0,0,2,1,4,1,TA,7,Typ,0,NA,Attchd,1975,RFn,2,460,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+1966,120,RL,24,2529,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,Twnhs,1Story,7,6,1977,1977,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,378,Unf,0,677,1055,GasA,Fa,Y,SBrkr,1055,0,0,1055,0,0,2,0,2,1,TA,4,Typ,0,NA,Attchd,1977,Unf,2,440,TA,TA,Y,0,38,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal
+1967,20,RL,98,12704,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,Stone,302,Gd,TA,PConc,Ex,TA,No,GLQ,1012,Unf,0,570,1582,GasA,Ex,Y,SBrkr,1582,0,0,1582,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,3,905,TA,TA,Y,209,95,0,0,0,0,NA,NA,NA,0,1,2008,New,Partial
+1968,20,RL,105,13693,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,Stone,554,Gd,TA,PConc,Ex,TA,Gd,GLQ,1728,BLQ,495,195,2418,GasA,Ex,Y,SBrkr,2464,0,0,2464,1,0,2,1,4,1,Ex,9,Typ,1,Ex,Attchd,2007,Fin,3,650,TA,TA,Y,358,78,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal
+1969,20,RL,104,14418,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,BrkFace,480,Ex,TA,PConc,Ex,TA,Gd,GLQ,1375,Unf,0,575,1950,GasA,Ex,Y,SBrkr,1950,0,0,1950,1,0,2,0,2,1,Ex,7,Typ,1,Gd,Attchd,2007,Fin,3,706,TA,TA,Y,156,207,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+1970,60,RL,108,13418,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,270,Gd,TA,PConc,Ex,TA,Gd,GLQ,1420,Unf,0,430,1850,GasA,Ex,Y,SBrkr,1850,898,0,2748,1,0,2,1,4,1,Ex,9,Typ,1,Gd,BuiltIn,2006,Fin,3,850,TA,TA,Y,212,182,0,0,0,0,NA,NA,NA,0,10,2008,WD,Abnorml
+1971,60,RL,96,12539,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,PosN,Norm,1Fam,2Story,10,5,2005,2006,Hip,CompShg,CemntBd,CmentBd,BrkFace,468,Ex,TA,PConc,Ex,TA,Gd,GLQ,1082,Unf,0,538,1620,GasA,Ex,Y,SBrkr,1632,1158,0,2790,1,0,2,1,4,1,Ex,10,Typ,1,Ex,BuiltIn,2005,Fin,4,1150,TA,TA,Y,30,200,0,0,192,0,NA,NA,NA,0,6,2008,WD,Normal
+1972,60,RL,102,12151,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2005,2005,Gable,CompShg,CemntBd,CmentBd,BrkFace,368,Gd,TA,PConc,Ex,TA,Av,GLQ,1249,Unf,0,165,1414,GasA,Ex,Y,SBrkr,1414,917,0,2331,1,0,2,1,3,1,Ex,9,Typ,1,Gd,BuiltIn,2005,Fin,3,1003,TA,TA,Y,192,63,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal
+1973,60,RL,74,8899,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,Stone,108,Ex,TA,PConc,Gd,TA,Av,GLQ,40,Unf,0,908,948,GasA,Ex,Y,SBrkr,948,1140,0,2088,0,0,2,1,4,1,Gd,10,Typ,1,Gd,BuiltIn,2007,Fin,3,656,TA,TA,Y,100,24,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+1974,60,RL,85,10574,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,Stone,126,Gd,TA,PConc,Ex,TA,No,GLQ,856,Unf,0,292,1148,GasA,Ex,Y,SBrkr,1170,1162,0,2332,1,0,2,1,4,1,Ex,9,Typ,1,Gd,BuiltIn,2004,Fin,3,756,TA,TA,Y,224,142,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+1975,20,RL,106,12720,Pave,NA,Reg,HLS,AllPub,Inside,Mod,NridgHt,Norm,Norm,1Fam,1Story,10,5,2003,2003,Hip,CompShg,MetalSd,MetalSd,Stone,680,Ex,TA,PConc,Ex,TA,Gd,GLQ,2257,Unf,0,278,2535,GasA,Ex,Y,SBrkr,2470,0,0,2470,2,0,1,1,1,1,Ex,7,Typ,2,Gd,Attchd,2003,Fin,3,789,TA,TA,Y,154,65,0,0,216,144,Ex,NA,NA,0,2,2008,WD,Normal
+1976,20,RL,92,10845,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,504,Gd,TA,PConc,Gd,TA,Mn,GLQ,1149,Unf,0,454,1603,GasA,Ex,Y,SBrkr,1575,0,0,1575,1,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,2003,Fin,3,732,TA,TA,Y,216,28,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+1977,60,RL,130,16900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,1110,Gd,TA,PConc,Ex,TA,Mn,GLQ,1075,Unf,0,404,1479,GasA,Ex,Y,SBrkr,1515,1134,0,2649,1,0,2,1,4,1,Gd,10,Typ,1,TA,Attchd,2001,Fin,3,746,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal
+1978,60,RL,112,16451,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,221,Gd,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,1765,1765,GasA,Ex,Y,SBrkr,1804,886,0,2690,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2003,Fin,3,795,TA,TA,Y,268,58,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+1979,120,RL,58,10110,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2008,2008,Hip,CompShg,MetalSd,MetalSd,BrkFace,492,Ex,TA,PConc,Gd,TA,No,GLQ,372,Unf,0,1486,1858,GasA,Ex,Y,SBrkr,1866,0,0,1866,1,0,2,0,2,1,Ex,7,Typ,1,Gd,Attchd,2008,Fin,3,870,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,11,2008,New,Partial
+1980,120,RL,135,12304,Pave,NA,IR3,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,Stone,144,Gd,TA,PConc,Gd,TA,No,GLQ,20,Unf,0,1347,1367,GasA,Ex,Y,SBrkr,1367,0,0,1367,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,2,484,TA,TA,Y,0,33,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+1981,120,RL,89,8232,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2007,2008,Hip,CompShg,MetalSd,MetalSd,BrkFace,714,Ex,TA,PConc,Ex,TA,No,GLQ,1204,Unf,0,596,1800,GasA,Ex,Y,SBrkr,1800,0,0,1800,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2008,RFn,3,944,TA,TA,Y,210,0,0,0,0,0,NA,NA,NA,0,6,2008,New,Partial
+1982,120,RL,48,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,8,5,2006,2007,Hip,CompShg,MetalSd,MetalSd,BrkFace,176,Gd,TA,PConc,Gd,TA,No,GLQ,846,Unf,0,496,1342,GasA,Ex,Y,SBrkr,1342,0,0,1342,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2007,Fin,2,550,TA,TA,Y,0,35,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+1983,120,RL,48,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,8,5,2006,2007,Hip,CompShg,MetalSd,MetalSd,BrkFace,196,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1318,1342,GasA,Ex,Y,SBrkr,1342,0,0,1342,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2007,RFn,2,550,TA,TA,Y,0,35,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal
+1984,160,RL,36,2448,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,Wd Shng,Stone,106,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,764,764,GasA,Ex,Y,SBrkr,764,862,0,1626,0,0,2,1,2,1,Gd,6,Typ,0,NA,BuiltIn,2003,RFn,2,474,TA,TA,Y,0,27,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal
+1985,120,RL,NA,3940,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,143,Gd,TA,PConc,Gd,TA,Gd,GLQ,1073,Unf,0,342,1415,GasA,Ex,Y,SBrkr,1455,0,0,1455,1,0,2,0,2,1,Gd,6,Typ,1,TA,Attchd,2003,Fin,3,644,TA,TA,Y,156,20,0,0,144,0,NA,NA,NA,0,8,2008,WD,Normal
+1986,120,RM,NA,3940,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2004,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,24,Gd,TA,PConc,Gd,TA,No,GLQ,1087,Unf,0,306,1393,GasA,Ex,Y,SBrkr,1576,0,0,1576,1,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,2004,RFn,3,668,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+1987,20,RL,53,3710,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,1Fam,1Story,7,5,2007,2008,Gable,CompShg,WdShing,Wd Shng,BrkFace,20,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,1146,1146,GasA,Ex,Y,SBrkr,1246,0,0,1246,0,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2007,Fin,2,428,TA,TA,Y,100,24,0,0,0,0,NA,NA,NA,0,3,2008,New,Partial
+1988,60,RL,80,9024,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,789,789,GasA,Ex,Y,SBrkr,813,702,0,1515,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2004,Fin,2,393,TA,TA,Y,0,75,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+1989,60,RL,NA,8010,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2002,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,840,840,GasA,Ex,Y,SBrkr,840,880,0,1720,0,0,2,1,3,1,Gd,7,Typ,1,Gd,BuiltIn,2002,Fin,2,400,TA,TA,Y,138,48,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+1990,60,RL,NA,8396,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,196,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,847,847,GasA,Ex,Y,SBrkr,847,1139,0,1986,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2003,Fin,2,434,TA,TA,Y,120,48,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+1991,120,RL,55,7301,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,6,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,176,Gd,TA,PConc,Gd,TA,No,GLQ,876,Unf,0,474,1350,GasA,Ex,Y,SBrkr,1358,0,0,1358,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2008,RFn,2,484,TA,TA,Y,192,26,0,0,0,0,NA,NA,NA,0,11,2008,New,Partial
+1992,60,RL,71,8220,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2000,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,647,Gd,TA,PConc,Gd,TA,Av,GLQ,544,Unf,0,438,982,GasA,Ex,Y,SBrkr,1008,884,0,1892,0,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,2000,RFn,2,431,TA,TA,Y,108,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+1993,60,RL,NA,7750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,707,707,GasA,Ex,Y,SBrkr,707,707,0,1414,0,0,2,1,3,1,Gd,6,Typ,1,Gd,Attchd,2002,Fin,2,403,TA,TA,Y,100,35,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+1994,60,RL,41,12460,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,7,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,870,Unf,0,167,1037,GasA,Ex,Y,SBrkr,1037,1285,0,2322,0,0,2,1,4,1,TA,8,Typ,1,TA,BuiltIn,1999,Fin,2,400,TA,TA,Y,144,44,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+1995,60,RL,77,8390,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,831,831,GasA,Ex,Y,SBrkr,873,778,0,1651,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1999,Fin,2,450,TA,TA,Y,0,103,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+1996,75,RL,84,9660,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2.5Unf,8,5,1997,1997,Hip,CompShg,HdBoard,HdBoard,BrkFace,1290,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1173,1173,GasA,Ex,Y,SBrkr,1182,1017,0,2199,0,0,2,1,3,1,Gd,9,Typ,1,TA,Attchd,1997,Fin,2,516,TA,TA,Y,0,131,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal
+1997,60,RL,NA,11000,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NoRidge,Norm,Norm,1Fam,2Story,9,5,2000,2000,Hip,CompShg,VinylSd,VinylSd,BrkFace,295,Gd,TA,PConc,Ex,TA,Mn,Unf,0,Unf,0,1519,1519,GasA,Ex,Y,SBrkr,1533,639,0,2172,0,0,2,1,4,1,Ex,8,Typ,1,TA,BuiltIn,2000,RFn,3,687,TA,TA,Y,162,153,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+1998,20,RL,136,11675,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,1Story,8,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,495,Gd,TA,PConc,Gd,TA,Av,GLQ,1660,Unf,0,322,1982,GasA,Ex,Y,SBrkr,2006,0,0,2006,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1998,Fin,3,938,TA,TA,Y,144,33,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+1999,60,RL,97,10990,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,GLQ,851,Unf,0,213,1064,GasA,Ex,Y,SBrkr,1064,1061,0,2125,1,0,2,1,4,1,Gd,12,Typ,2,TA,Attchd,1996,RFn,2,576,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2000,60,RL,NA,11929,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,7,1995,1995,Gable,CompShg,VinylSd,VinylSd,BrkFace,466,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1242,1242,GasA,Ex,Y,SBrkr,1251,1250,0,2501,0,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1995,RFn,3,751,TA,TA,Y,192,87,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2001,60,RL,91,10010,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1993,1994,Hip,WdShake,VinylSd,VinylSd,BrkFace,320,Gd,TA,PConc,Gd,TA,Av,BLQ,228,GLQ,852,0,1080,GasA,Ex,Y,SBrkr,1108,1089,0,2197,1,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,1993,Fin,3,783,TA,TA,Y,385,99,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2002,20,RL,74,13253,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,RRAn,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,128,Gd,TA,PConc,Ex,TA,No,GLQ,1096,Unf,0,482,1578,GasA,Gd,Y,SBrkr,1578,0,0,1578,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,Unf,3,642,TA,TA,Y,0,26,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2003,60,RL,73,9801,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,156,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1341,1341,GasA,Ex,Y,SBrkr,1341,520,0,1861,0,0,3,0,3,1,Gd,7,Typ,1,Gd,BuiltIn,2007,RFn,3,851,TA,TA,Y,144,60,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2004,60,RL,80,9428,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2007,2008,Hip,CompShg,VinylSd,VinylSd,Stone,310,Gd,TA,PConc,Gd,TA,Av,GLQ,729,Unf,0,226,955,GasA,Ex,Y,SBrkr,955,919,0,1874,1,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2007,Fin,3,880,TA,TA,Y,168,108,0,0,0,0,NA,NA,NA,0,2,2008,New,Partial
+2005,20,RL,87,10037,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Feedr,Norm,1Fam,1Story,8,5,2006,2007,Hip,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Ex,TA,No,GLQ,666,Unf,0,794,1460,GasA,Ex,Y,SBrkr,1460,0,0,1460,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2006,Fin,2,480,TA,TA,Y,0,20,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal
+2006,20,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1339,1363,GasA,Ex,Y,SBrkr,1372,0,0,1372,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2008,RFn,2,588,TA,TA,Y,192,113,0,0,0,0,NA,NA,NA,0,7,2008,New,Partial
+2007,20,FV,85,10625,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,292,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1660,1660,GasA,Ex,Y,SBrkr,1660,0,0,1660,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,Fin,3,660,TA,TA,Y,133,120,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2008,20,FV,62,7500,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2007,2008,Gable,CompShg,CemntBd,CmentBd,Stone,210,Gd,TA,PConc,Gd,TA,No,GLQ,902,Unf,0,316,1218,GasA,Ex,Y,SBrkr,1218,0,0,1218,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2008,Fin,2,462,TA,TA,Y,168,168,0,0,0,0,NA,NA,NA,0,4,2008,New,Partial
+2009,60,RL,68,10110,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,80,ALQ,555,200,835,GasA,Ex,Y,SBrkr,835,861,0,1696,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2003,RFn,2,542,TA,TA,Y,143,66,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2010,60,RL,67,12774,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,95,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,835,835,GasA,Ex,Y,SBrkr,835,828,0,1663,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2003,RFn,2,478,TA,TA,Y,168,68,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2011,20,RL,63,13072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,126,TA,TA,PConc,Gd,Gd,No,GLQ,80,Unf,0,1095,1175,GasA,Ex,Y,SBrkr,1175,0,0,1175,1,0,1,0,3,1,Gd,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,90,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2012,20,RL,81,9260,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1162,1162,GasA,Ex,Y,SBrkr,1162,0,0,1162,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,Fin,2,483,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal
+2013,60,RL,65,8453,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,BrkFace,38,Gd,TA,PConc,Gd,TA,No,GLQ,362,Unf,0,392,754,GasA,Ex,Y,SBrkr,754,855,0,1609,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,1995,RFn,2,525,TA,TA,Y,0,70,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2014,60,RL,50,8480,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1993,1994,Gable,CompShg,HdBoard,HdBoard,BrkFace,120,Gd,TA,PConc,Gd,TA,No,GLQ,602,Unf,0,284,886,GasA,Ex,Y,SBrkr,886,794,0,1680,0,1,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1993,RFn,2,474,TA,TA,Y,144,96,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal
+2015,60,RL,43,14565,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1994,1995,Gable,CompShg,VinylSd,VinylSd,BrkFace,145,Gd,TA,PConc,Gd,TA,Av,GLQ,537,Unf,0,295,832,GasA,Ex,Y,SBrkr,832,825,0,1657,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,1994,RFn,2,483,TA,TA,Y,144,74,0,0,0,0,NA,NA,Shed,2000,11,2008,WD,Normal
+2016,60,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,472,Unf,0,355,827,GasA,Ex,Y,SBrkr,827,850,0,1677,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2001,RFn,2,627,TA,TA,Y,0,68,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal
+2017,60,RL,75,8285,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1992,1992,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,397,Unf,0,439,836,GasA,Gd,Y,SBrkr,844,893,0,1737,0,1,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1992,Fin,2,506,TA,TA,Y,192,85,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2018,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,1Fam,1Story,5,5,1963,1963,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,Gd,No,BLQ,53,ALQ,799,132,984,GasA,TA,Y,SBrkr,984,0,0,984,1,0,1,0,3,1,TA,5,Typ,1,TA,Attchd,1963,RFn,1,384,TA,TA,Y,145,56,0,0,0,0,NA,MnPrv,Shed,400,8,2008,WD,Normal
+2019,20,RL,75,8100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,8,1961,2007,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,764,Unf,0,100,864,GasA,Ex,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,Gd,5,Typ,1,TA,Detchd,1962,Unf,1,420,TA,TA,Y,132,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2020,190,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,2fmCon,1Story,5,5,1968,1968,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,Fa,Mn,ALQ,890,Unf,0,0,890,GasA,Gd,N,SBrkr,890,0,0,890,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1970,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2021,20,RL,60,6360,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1963,1963,Hip,CompShg,Wd Sdng,HdBoard,None,0,TA,TA,CBlock,Gd,Gd,No,ALQ,489,Unf,0,375,864,GasA,TA,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1963,Unf,1,276,TA,TA,Y,0,0,0,0,0,0,NA,NA,Shed,650,1,2008,COD,Abnorml
+2022,20,RL,95,19508,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,1Story,6,5,1974,1974,Gable,CompShg,HdBoard,ImStucc,BrkFace,144,TA,TA,CBlock,TA,TA,Av,ALQ,800,Unf,0,630,1430,GasA,TA,Y,SBrkr,1430,0,0,1430,0,1,2,0,3,1,TA,6,Typ,2,TA,Attchd,1974,Unf,2,484,TA,TA,Y,117,108,165,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2023,50,RL,70,10759,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1.5Fin,5,4,1972,1972,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,Gd,TA,No,LwQ,190,ALQ,811,0,1001,GasA,TA,Y,SBrkr,1001,640,0,1641,0,0,2,0,4,1,TA,5,Typ,1,Gd,Detchd,1972,Unf,2,490,TA,TA,Y,0,0,92,0,0,0,NA,GdPrv,NA,0,7,2008,WD,Normal
+2024,60,RL,NA,9205,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,6,5,1990,1991,Hip,CompShg,HdBoard,HdBoard,BrkFace,304,Gd,TA,PConc,Gd,TA,No,ALQ,704,Unf,0,226,930,GasA,Ex,Y,SBrkr,1364,1319,0,2683,1,0,2,1,4,1,Gd,9,Typ,2,Gd,Attchd,1990,RFn,2,473,TA,TA,Y,237,251,0,0,196,0,NA,NA,NA,0,6,2008,WD,Normal
+2025,60,RL,105,11025,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,1.5Fin,9,5,1993,1994,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,568,Gd,TA,PConc,Gd,TA,Gd,BLQ,520,Unf,0,1328,1848,GasA,Ex,Y,SBrkr,1827,959,0,2786,1,0,2,1,4,1,Gd,10,Typ,1,Ex,Attchd,1993,Fin,2,636,TA,TA,Y,294,49,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2026,120,FV,37,3435,Pave,Pave,IR1,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,7,5,2004,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1211,1235,GasA,Ex,Y,SBrkr,1245,0,0,1245,0,0,2,0,1,1,Gd,5,Typ,0,NA,Attchd,2004,RFn,2,495,TA,TA,Y,0,100,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2027,160,FV,30,3180,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,2005,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,390,Unf,0,210,600,GasA,Ex,Y,SBrkr,600,600,0,1200,1,0,2,1,2,1,Gd,5,Typ,0,NA,Detchd,2005,RFn,2,480,TA,TA,Y,0,166,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2028,160,FV,30,3180,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,689,689,GasA,Ex,Y,SBrkr,703,689,0,1392,0,0,2,0,2,1,Gd,5,Typ,0,NA,Detchd,2007,Unf,2,540,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,3,2008,WD,Abnorml
+2029,160,FV,24,2280,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,6,5,1999,1999,Gable,CompShg,MetalSd,MetalSd,Stone,216,TA,TA,PConc,Gd,TA,No,GLQ,550,Unf,0,194,744,GasA,Gd,Y,SBrkr,757,792,0,1549,1,0,2,1,3,1,TA,6,Typ,0,NA,Detchd,1999,Unf,2,440,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2030,120,FV,NA,4765,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,9,5,2000,2000,Hip,CompShg,MetalSd,MetalSd,BrkFace,260,Gd,TA,PConc,Gd,TA,Av,GLQ,1027,Unf,0,587,1614,GasA,Ex,Y,SBrkr,1638,0,0,1638,1,0,2,0,2,1,Ex,5,Typ,1,TA,Attchd,2000,Fin,2,495,TA,TA,Y,230,68,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2031,120,FV,NA,4538,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,9,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,179,Gd,TA,PConc,Ex,TA,Av,GLQ,1004,Unf,0,306,1310,GasA,Ex,Y,SBrkr,1310,0,0,1310,1,0,1,1,1,1,Gd,5,Typ,1,TA,Attchd,2001,RFn,2,545,TA,TA,Y,277,45,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2032,120,FV,42,4385,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,9,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,Av,GLQ,964,Unf,0,455,1419,GasA,Ex,Y,SBrkr,1419,0,0,1419,1,0,1,1,2,1,Ex,5,Typ,1,TA,Attchd,2001,Fin,2,588,TA,TA,Y,155,58,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal
+2033,120,FV,35,4109,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,9,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,260,Gd,TA,PConc,Gd,TA,Av,GLQ,1141,Unf,0,416,1557,GasA,Ex,Y,SBrkr,1557,0,0,1557,1,0,2,0,2,1,Ex,5,Typ,1,TA,Attchd,1999,RFn,2,484,TA,TA,Y,124,113,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2034,160,FV,24,2160,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,SLvl,7,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,216,Gd,TA,PConc,Gd,TA,No,GLQ,600,Unf,0,72,672,GasA,Ex,Y,SBrkr,684,720,0,1404,1,0,2,1,3,1,Gd,5,Typ,0,NA,Detchd,1999,Unf,2,462,TA,TA,Y,20,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2035,60,FV,79,10646,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,513,TA,TA,PConc,TA,TA,No,GLQ,681,Unf,0,177,858,GasA,Ex,Y,SBrkr,872,917,0,1789,1,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2001,Fin,2,546,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2036,160,FV,24,2645,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,8,5,1999,1999,Gable,CompShg,MetalSd,MetalSd,BrkFace,466,Gd,TA,PConc,Gd,TA,No,GLQ,612,Unf,0,348,960,GasA,Ex,Y,SBrkr,962,624,0,1586,1,0,2,1,3,1,Gd,7,Typ,0,NA,Detchd,1999,Unf,2,480,TA,TA,Y,169,0,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal
+2037,160,FV,24,2645,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,8,5,1999,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,456,Gd,TA,PConc,Gd,TA,No,GLQ,813,Unf,0,147,960,GasA,Ex,Y,SBrkr,962,645,0,1607,1,0,2,1,3,1,Gd,7,Typ,0,NA,Detchd,2000,Unf,2,480,TA,TA,Y,169,0,0,0,0,0,NA,NA,NA,0,12,2008,ConLD,Normal
+2038,160,FV,36,3951,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,10,5,1998,1999,Gable,CompShg,BrkFace,MetalSd,None,0,Ex,TA,PConc,Gd,TA,Mn,BLQ,128,GLQ,842,0,970,GasA,Ex,Y,SBrkr,1469,924,0,2393,1,0,2,1,2,1,Ex,7,Typ,1,TA,Attchd,1998,Fin,2,846,TA,TA,Y,0,90,0,0,94,0,NA,NA,NA,0,2,2008,WD,Normal
+2039,120,RL,22,11064,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,Veenker,Norm,Norm,TwnhsE,1Story,8,5,1995,1995,Hip,CompShg,BrkFace,BrkFace,None,0,Gd,TA,PConc,Gd,TA,Gd,LwQ,560,GLQ,670,0,1230,GasA,Ex,Y,SBrkr,1239,0,0,1239,1,0,1,1,1,1,Gd,4,Typ,1,Fa,Attchd,1995,Fin,2,477,TA,TA,Y,172,24,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal
+2040,60,RL,NA,24572,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Veenker,Norm,Norm,1Fam,2Story,9,3,1977,1977,Mansard,CompShg,Wd Sdng,Wd Sdng,BrkFace,1050,Gd,Gd,CBlock,Gd,TA,No,GLQ,410,Unf,0,584,994,GasA,TA,Y,SBrkr,1599,1345,0,2944,0,0,2,2,3,1,Gd,9,Typ,1,Gd,Attchd,1977,RFn,3,864,TA,TA,Y,140,70,16,0,0,0,NA,NA,NA,0,6,2008,WD,Family
+2041,20,RL,103,16280,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,1Story,8,9,1976,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Ex,Ex,CBlock,Gd,NA,Mn,GLQ,1044,Rec,382,0,1426,GasA,Ex,Y,SBrkr,1671,0,0,1671,1,0,3,0,3,1,Ex,6,Typ,1,Gd,Attchd,1976,RFn,2,550,TA,TA,Y,280,90,0,0,0,0,NA,GdWo,NA,0,5,2008,WD,Normal
+2042,60,FV,NA,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,952,952,GasA,Ex,Y,SBrkr,952,860,0,1812,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2002,RFn,2,469,TA,TA,Y,144,112,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2043,80,RL,NA,11104,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,6,6,1969,1969,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Av,GLQ,828,Unf,0,599,1427,GasA,Gd,Y,SBrkr,1427,0,0,1427,0,1,2,0,4,1,TA,7,Typ,0,NA,Attchd,1969,RFn,2,516,TA,TA,Y,0,0,0,0,216,0,NA,NA,NA,0,5,2008,WD,Normal
+2044,20,RL,85,11050,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1968,1968,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,301,Unf,0,1439,1740,GasA,Fa,Y,SBrkr,1740,0,0,1740,0,0,1,1,4,1,TA,8,Typ,1,TA,Attchd,1968,RFn,2,512,TA,TA,Y,25,0,0,0,192,0,NA,GdWo,NA,0,10,2008,WD,Family
+2045,20,RL,NA,15387,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,7,1967,1967,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,603,BLQ,294,723,1620,GasA,Ex,Y,SBrkr,1620,0,0,1620,0,0,2,0,4,1,Gd,8,Typ,1,Gd,Attchd,1967,Unf,2,578,TA,TA,Y,0,62,192,0,0,0,NA,NA,Shed,450,8,2008,WD,Normal
+2046,90,RL,75,9750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,Duplex,1Story,5,6,1965,1965,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1625,1625,GasA,Ex,Y,SBrkr,1625,0,0,1625,0,0,2,0,4,2,TA,8,Typ,0,NA,Detchd,1965,Unf,2,484,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2008,ConLD,Normal
+2047,60,RL,73,8814,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,2Story,5,6,1968,1968,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,732,Unf,0,0,732,GasA,Ex,Y,SBrkr,732,732,0,1464,0,0,1,1,4,1,TA,7,Typ,0,NA,Attchd,1968,Unf,2,470,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2048,20,RL,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1965,2005,Hip,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,TA,TA,No,ALQ,260,Rec,456,196,912,GasA,Ex,Y,SBrkr,925,0,0,925,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1978,Unf,2,576,TA,TA,Y,233,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2049,90,RL,72,11072,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1965,1965,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1728,1728,GasA,TA,Y,SBrkr,1728,0,0,1728,0,0,2,0,6,2,TA,10,Typ,0,NA,Detchd,1987,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal
+2050,60,RL,NA,13355,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,6,1971,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,Gd,No,ALQ,583,Unf,0,242,825,GasA,TA,Y,SBrkr,845,825,0,1670,0,0,1,1,4,1,TA,7,Typ,0,NA,Attchd,1971,Fin,2,464,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2051,20,RL,74,7785,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1956,1956,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1014,0,0,1014,0,0,1,0,2,1,TA,6,Typ,0,NA,Attchd,1956,RFn,1,267,TA,TA,Y,0,0,40,0,200,0,NA,GdWo,NA,0,3,2008,WD,Normal
+2052,20,RL,90,9900,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1961,1961,Gable,CompShg,Plywood,Plywood,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,1114,1114,GasA,TA,Y,SBrkr,1114,0,0,1114,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1961,RFn,2,451,TA,TA,Y,0,0,0,0,164,0,NA,NA,NA,0,5,2008,COD,Abnorml
+2053,20,RL,NA,11332,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1960,2000,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,528,Unf,0,590,1118,GasA,Ex,Y,SBrkr,1118,0,0,1118,1,0,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1960,RFn,1,264,TA,TA,Y,290,0,0,0,0,0,NA,MnPrv,NA,0,8,2008,WD,Normal
+2054,70,RL,50,4882,Pave,NA,IR1,Bnk,AllPub,Inside,Mod,BrkSide,RRAn,Feedr,1Fam,2Story,4,7,1937,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Rec,120,Unf,0,228,348,GasA,TA,Y,SBrkr,453,453,0,906,0,0,1,0,2,1,TA,5,Typ,0,NA,Basment,1937,Unf,1,231,Fa,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal
+2055,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1960,1960,Gable,CompShg,MetalSd,MetalSd,BrkFace,203,Fa,Fa,CBlock,TA,TA,No,Rec,658,Unf,0,638,1296,GasA,TA,Y,SBrkr,1496,0,0,1496,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1960,RFn,2,450,TA,TA,Y,0,22,0,0,0,0,NA,MnPrv,NA,0,2,2008,WD,Normal
+2056,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,8,1950,2006,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,TA,TA,No,BLQ,32,Rec,308,232,572,GasA,Gd,Y,SBrkr,1337,0,0,1337,1,0,1,0,3,1,Gd,7,Typ,1,Gd,Attchd,1950,RFn,1,264,TA,TA,Y,0,192,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal
+2057,20,RL,63,7584,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1Story,5,5,1953,1953,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,88,TA,TA,CBlock,TA,TA,No,LwQ,531,Unf,0,505,1036,GasA,Ex,Y,SBrkr,1036,0,0,1036,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1953,RFn,1,312,TA,TA,Y,120,24,0,0,0,0,NA,MnPrv,NA,0,6,2008,WD,Normal
+2058,60,RL,90,14670,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,7,1966,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,410,Gd,Gd,CBlock,TA,TA,No,BLQ,575,Unf,0,529,1104,GasA,Ex,Y,SBrkr,1104,884,0,1988,0,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,1966,RFn,2,480,TA,TA,Y,0,230,0,0,0,0,NA,MnPrv,NA,0,8,2008,WD,Normal
+2059,20,RL,74,8856,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,4,1957,1957,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,143,TA,TA,CBlock,TA,TA,No,ALQ,621,LwQ,52,503,1176,GasA,TA,Y,SBrkr,1176,0,0,1176,1,0,1,0,3,1,TA,6,Typ,2,Gd,Attchd,1957,RFn,1,292,TA,TA,Y,0,88,0,0,95,0,NA,NA,NA,0,5,2008,WD,Normal
+2060,20,RL,82,9840,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1959,1998,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,1053,Unf,0,195,1248,GasA,TA,Y,SBrkr,1440,0,0,1440,1,0,2,0,2,1,Gd,7,Typ,0,NA,Attchd,1959,RFn,1,480,TA,TA,Y,150,0,0,0,256,0,NA,NA,NA,0,6,2008,WD,Normal
+2061,20,RL,90,13200,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,6,1958,1958,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,187,TA,TA,CBlock,TA,TA,No,LwQ,958,Unf,0,437,1395,GasA,Ex,Y,SBrkr,1570,0,0,1570,1,0,1,0,3,1,TA,5,Typ,1,TA,Attchd,1958,RFn,2,441,TA,TA,Y,490,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2062,20,RL,75,10425,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1956,1958,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,774,Unf,0,330,1104,GasA,Gd,Y,SBrkr,1104,0,0,1104,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1956,RFn,1,384,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2063,20,RL,60,11556,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1952,1952,Gable,CompShg,MetalSd,MetalSd,Stone,52,TA,TA,CBlock,TA,TA,No,Rec,148,Unf,0,572,720,GasA,Ex,Y,FuseA,882,0,0,882,1,0,1,0,2,1,Gd,4,Typ,0,NA,Attchd,1952,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2008,WD,Normal
+2064,20,RL,102,9373,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1953,1953,Gable,CompShg,MetalSd,MetalSd,BrkFace,84,TA,TA,CBlock,TA,TA,No,Rec,500,LwQ,196,456,1152,GasA,TA,Y,SBrkr,1152,0,0,1152,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1971,Unf,2,636,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2065,20,RL,NA,12774,Pave,NA,Reg,Lvl,AllPub,Inside,Sev,NAmes,Norm,Norm,1Fam,1Story,5,5,1953,1953,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,BLQ,624,LwQ,128,232,984,GasW,TA,N,SBrkr,950,0,0,950,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1953,Unf,2,400,TA,TA,Y,0,32,0,0,0,0,NA,GdWo,NA,0,7,2008,WD,Normal
+2066,20,RL,95,14250,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1957,1957,Gable,CompShg,Plywood,Plywood,BrkFace,360,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,998,998,GasA,TA,Y,SBrkr,1790,0,0,1790,0,0,2,0,3,1,TA,6,Typ,2,Gd,Attchd,1957,Fin,2,540,TA,TA,Y,0,40,0,0,0,0,NA,NA,Shed,1500,9,2008,WD,Normal
+2067,20,RL,71,8838,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,3,1957,1982,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,SBrkr,1764,0,0,1764,0,0,2,1,4,1,TA,7,Maj2,1,TA,Attchd,1957,Fin,1,301,TA,TA,Y,0,72,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal
+2068,90,RL,76,12436,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1957,1957,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1824,1824,GasA,Fa,Y,FuseA,1824,0,0,1824,0,0,2,0,5,2,TA,9,Typ,0,NA,Detchd,1958,Unf,2,484,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal
+2069,20,RL,60,10122,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,6,1948,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,SBrkr,869,0,0,869,0,0,1,0,1,1,TA,3,Typ,0,NA,Detchd,1948,Unf,1,390,Fa,TA,N,0,0,66,0,0,0,NA,GdPrv,NA,0,8,2008,WD,Normal
+2070,50,RL,45,7506,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,8,1925,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,TA,TA,No,Unf,0,Unf,0,747,747,GasA,TA,Y,SBrkr,747,412,0,1159,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1932,Unf,1,288,Fa,TA,N,84,0,96,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2071,30,RL,60,5400,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,7,1940,2005,Gambrel,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,TA,TA,No,Unf,0,Unf,0,672,672,GasA,Gd,Y,SBrkr,672,0,0,672,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1997,Unf,1,308,TA,TA,N,88,108,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2072,50,RL,60,10836,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,5,1922,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,892,892,GasA,Ex,Y,SBrkr,1254,182,0,1436,0,1,1,0,3,1,TA,7,Typ,1,Gd,Detchd,1968,Unf,4,1488,Fa,TA,N,0,0,100,0,0,0,NA,GdWo,NA,0,6,2008,WD,Normal
+2073,20,RL,78,10180,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,6,1968,1968,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Rec,744,Unf,0,168,912,GasA,TA,Y,SBrkr,1044,0,0,1044,0,1,1,1,3,1,TA,5,Typ,1,Fa,Attchd,1990,Fin,2,372,TA,TA,Y,200,48,0,0,0,0,NA,GdWo,Shed,450,6,2008,WD,Normal
+2074,20,RL,76,11355,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,7,7,1958,2001,Gable,Tar&Grv,HdBoard,HdBoard,BrkFace,125,TA,TA,CBlock,TA,TA,No,BLQ,637,Unf,0,675,1312,GasA,Ex,Y,SBrkr,1312,0,0,1312,0,0,1,1,3,1,TA,6,Typ,1,Gd,Attchd,1958,RFn,2,495,TA,TA,Y,0,304,144,0,0,0,NA,MnPrv,Othr,6500,4,2008,WD,Normal
+2075,20,RL,NA,12929,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1960,1993,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,276,TA,TA,CBlock,TA,TA,Gd,GLQ,697,Unf,0,384,1081,GasA,TA,Y,SBrkr,1081,0,0,1081,1,0,1,0,3,1,TA,5,Typ,0,NA,CarPort,1960,Unf,1,401,TA,TA,Y,36,82,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2076,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1951,1951,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Fa,TA,No,LwQ,432,Unf,0,444,876,GasA,TA,Y,SBrkr,876,0,0,876,0,0,1,0,2,1,TA,5,Typ,1,TA,Detchd,1972,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2008,WD,Abnorml
+2077,20,RL,80,8000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1959,1959,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,BLQ,476,Rec,488,292,1256,GasA,Gd,Y,FuseA,1256,0,0,1256,1,0,1,1,3,1,Gd,6,Typ,0,NA,Attchd,1959,RFn,1,311,TA,TA,Y,0,240,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2078,20,RL,80,8000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1962,1962,Gable,CompShg,BrkFace,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,520,Rec,319,188,1027,GasA,TA,Y,SBrkr,1027,0,0,1027,0,1,1,0,3,1,TA,6,Typ,0,NA,Attchd,1962,Unf,1,299,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal
+2079,50,RL,60,8064,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,6,6,1948,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,315,Unf,0,453,768,GasA,Ex,Y,SBrkr,819,501,0,1320,0,0,2,0,3,1,TA,5,Typ,0,NA,Detchd,1994,Unf,2,576,TA,TA,Y,108,0,0,0,0,0,NA,GdWo,NA,0,9,2008,WD,Normal
+2080,45,RL,64,6390,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1.5Unf,6,7,1954,1954,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,936,936,GasA,TA,Y,FuseA,984,0,0,984,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1954,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,6,2008,WD,Normal
+2081,50,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,6,5,1954,1954,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,673,Unf,0,181,854,GasA,Fa,Y,FuseA,854,424,0,1278,0,0,1,0,4,1,TA,6,Typ,0,NA,Attchd,1954,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,MnWw,NA,0,4,2008,WD,Normal
+2082,90,RL,113,8513,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,Duplex,1Story,5,5,1961,1961,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,Unf,0,Unf,0,1800,1800,GasA,TA,N,SBrkr,1800,0,0,1800,0,0,2,0,6,2,TA,10,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Abnorml
+2083,50,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,5,6,1955,1967,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,Mn,GLQ,370,Unf,0,398,768,GasA,Gd,Y,SBrkr,1024,564,0,1588,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1955,Unf,2,480,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal
+2084,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1954,1954,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,825,825,GasA,TA,Y,FuseA,825,0,0,825,0,1,1,0,2,1,TA,4,Typ,0,NA,Attchd,1954,Unf,1,350,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2085,20,RL,69,7590,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosN,Norm,1Fam,1Story,5,5,1963,1963,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1117,1117,GasA,Ex,Y,SBrkr,1117,0,0,1117,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1963,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,COD,Normal
+2086,20,RM,56,9836,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,6,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,GLQ,96,Unf,0,96,192,GasA,Gd,N,SBrkr,1133,0,0,1133,1,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,2008,Unf,1,308,TA,TA,Y,0,175,0,0,0,0,NA,NA,NA,0,12,2008,WD,Abnorml
+2087,50,RM,57,9184,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,5,7,1948,2005,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,780,780,GasA,Ex,Y,SBrkr,948,375,0,1323,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1948,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2088,70,RM,80,4800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,5,1910,2003,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,680,680,GasA,Fa,N,SBrkr,680,680,0,1360,0,0,1,0,2,1,TA,6,Typ,0,NA,Attchd,1910,Unf,1,330,Fa,TA,Y,192,50,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal
+2089,30,RM,60,4800,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,4,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Fa,TA,No,Unf,0,Unf,0,672,672,GasA,TA,Y,SBrkr,672,0,0,672,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1950,Unf,1,256,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2008,WD,Normal
+2090,75,RM,60,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,6,7,1915,2005,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,728,728,GasA,Gd,Y,SBrkr,728,728,0,1456,0,0,1,1,4,1,Gd,7,Typ,0,NA,Detchd,1915,Unf,1,308,Fa,Fa,N,0,0,248,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2091,190,RM,63,11426,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,1.5Fin,4,6,1910,1996,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,Stone,TA,TA,No,Unf,0,Unf,0,828,828,GasA,Gd,Y,FuseA,828,658,108,1594,0,0,2,0,3,2,TA,9,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,172,109,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2092,50,RM,63,7628,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,4,6,1940,1985,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,801,801,GasA,Gd,Y,FuseA,1095,561,0,1656,0,0,2,0,2,1,TA,8,Mod,0,NA,Detchd,1958,Unf,2,440,TA,TA,Y,187,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2093,50,RM,81,7308,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,5,5,1920,1950,Gable,CompShg,WdShing,Wd Shng,None,0,Fa,Fa,BrkTil,TA,TA,No,Rec,360,Unf,0,576,936,GasA,Gd,N,FuseA,960,780,0,1740,0,0,1,0,2,1,Ex,6,Typ,1,Gd,Detchd,1920,Unf,1,225,Fa,Fa,N,0,0,236,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2094,30,RM,60,5400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,7,6,1920,2006,Gable,CompShg,Stucco,Stucco,None,0,Gd,TA,CBlock,TA,TA,No,Unf,0,Unf,0,931,931,GasA,TA,Y,SBrkr,1027,0,0,1027,0,1,1,0,2,1,Gd,5,Typ,1,TA,NA,NA,NA,0,0,NA,NA,N,0,28,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal
+2095,190,RM,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,1.5Fin,6,6,1940,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,590,Unf,0,294,884,GasA,TA,Y,SBrkr,884,552,0,1436,0,0,2,0,3,2,TA,8,Typ,2,Gd,Detchd,1940,Unf,2,828,TA,TA,Y,0,0,126,0,0,0,NA,NA,NA,0,5,2008,Con,Normal
+2096,30,RM,60,6756,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1910,1950,Mansard,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Gd,No,Unf,0,Unf,0,481,481,GasA,TA,N,FuseA,899,0,0,899,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1930,Unf,1,200,Fa,TA,P,0,0,96,0,0,0,NA,NA,NA,0,9,2008,WD,Normal
+2097,50,RM,44,5914,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,9,1890,1996,Gable,CompShg,Wd Sdng,HdBoard,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,684,684,GasA,Gd,Y,SBrkr,684,396,0,1080,0,0,1,0,3,1,Gd,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,165,30,0,0,0,NA,NA,NA,0,9,2008,WD,Normal
+2098,50,RM,75,9000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,6,1946,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,445,Unf,0,459,904,GasA,Ex,Y,FuseA,904,595,0,1499,0,0,1,0,3,1,TA,5,Typ,1,Po,Detchd,1959,Unf,3,869,TA,Gd,Y,0,20,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2099,20,RM,62,7311,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,2,5,1946,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,407,407,GasA,TA,N,FuseA,407,0,0,407,0,0,1,0,1,1,TA,3,Typ,0,NA,Detchd,1949,Unf,1,297,Fa,TA,Y,76,0,120,0,0,0,NA,NA,NA,0,3,2008,WD,Abnorml
+2100,20,RM,103,12205,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,3,1,1949,1992,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Fa,Fa,No,Unf,0,Unf,0,448,448,GasA,Gd,Y,SBrkr,1588,0,0,1588,0,0,2,0,5,1,TA,6,Maj2,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,MnPrv,NA,0,12,2008,WD,Abnorml
+2101,190,RM,69,9142,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,5,5,1900,2006,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,BrkTil,Fa,TA,No,Unf,0,Unf,0,797,797,GasA,TA,N,FuseA,830,797,0,1627,0,0,2,0,4,2,TA,10,Typ,0,NA,Detchd,1950,Unf,2,420,Fa,Po,N,192,0,60,0,0,0,NA,NA,NA,0,2,2008,WD,Normal
+2102,75,RM,53,5350,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,2Story,7,8,1920,1965,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,116,Unf,0,508,624,GasA,Ex,Y,SBrkr,730,720,0,1450,0,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,1935,Unf,1,288,TA,TA,Y,0,192,0,0,0,0,NA,MnPrv,NA,0,3,2008,WD,Normal
+2103,50,RM,69,9143,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,7,1900,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,346,346,GasA,Ex,Y,SBrkr,709,308,0,1017,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1961,Unf,1,308,TA,TA,N,0,0,139,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2104,190,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,5,5,1920,1960,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,BrkTil,TA,TA,No,Rec,234,Unf,0,739,973,GasA,TA,Y,FuseP,1377,973,0,2350,0,0,2,0,4,2,TA,10,Typ,0,NA,2Types,1930,Unf,2,393,TA,TA,Y,0,0,219,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2105,70,RM,60,6000,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,9,1905,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,572,572,GasA,Ex,Y,SBrkr,884,656,0,1540,0,0,1,1,3,1,Gd,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,240,77,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal
+2106,70,RM,60,11340,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,2,1,1920,1950,Gable,CompShg,AsbShng,AsbShng,None,0,Fa,Fa,BrkTil,Fa,Fa,No,Unf,0,Unf,0,723,723,GasA,TA,N,SBrkr,723,363,0,1086,0,0,1,0,2,1,TA,5,Maj1,0,NA,Detchd,1920,Unf,2,400,Fa,Po,N,0,24,144,0,0,0,NA,NA,NA,0,11,2008,ConLD,Normal
+2107,70,RM,60,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,7,1890,1999,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,Mn,Unf,0,Unf,0,1313,1313,GasW,Gd,Y,SBrkr,1313,1182,0,2495,0,0,2,0,5,1,TA,10,Typ,1,Gd,Detchd,1950,Unf,2,342,TA,Fa,Y,0,299,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal
+2108,20,RM,65,9750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1959,1959,Gable,CompShg,MetalSd,MetalSd,BrkFace,164,TA,TA,CBlock,TA,TA,No,Rec,200,Unf,0,784,984,GasA,Gd,Y,SBrkr,984,0,0,984,1,0,1,0,2,1,Fa,5,Typ,0,NA,Detchd,1959,Unf,1,308,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2109,20,RM,52,8516,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,6,1958,2006,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,869,869,GasA,TA,Y,SBrkr,1093,0,0,1093,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1959,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2110,30,RL,55,7111,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,7,1928,1983,Gable,CompShg,WdShing,Wd Shng,None,0,Gd,Gd,BrkTil,TA,TA,No,LwQ,406,BLQ,273,329,1008,GasA,TA,Y,SBrkr,1143,0,0,1143,0,0,1,0,2,1,TA,5,Typ,1,Po,Detchd,1992,Unf,1,288,TA,TA,Y,265,0,0,0,0,0,NA,GdPrv,NA,0,7,2008,WD,Normal
+2111,50,RM,NA,7425,Pave,NA,IR1,Bnk,AllPub,Corner,Gtl,BrkSide,RRAn,Artery,1Fam,1.5Fin,7,7,1945,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,Fa,No,Unf,0,Unf,0,672,672,GasA,Gd,Y,SBrkr,1195,473,0,1668,0,0,1,1,3,1,Gd,8,Typ,0,NA,Attchd,1945,Unf,1,252,TA,TA,Y,210,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Abnorml
+2112,50,RL,NA,7010,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,5,1935,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Rec,175,Unf,0,849,1024,GasA,TA,Y,SBrkr,1144,594,0,1738,0,0,2,0,3,1,TA,6,Typ,1,Gd,Detchd,1950,Unf,1,240,TA,TA,P,0,30,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2113,50,RM,50,5000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Feedr,Norm,1Fam,1.5Fin,5,7,1941,2006,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,600,Unf,0,72,672,GasA,Ex,Y,SBrkr,832,378,0,1210,0,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1941,Unf,1,240,TA,TA,P,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2114,70,RM,59,5870,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Feedr,Feedr,1Fam,2Story,6,9,1900,2000,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,554,554,GasA,Ex,Y,SBrkr,736,554,0,1290,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1926,Unf,1,200,Fa,TA,Y,38,112,0,0,0,0,NA,MnPrv,Shed,400,4,2008,WD,Normal
+2115,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,7,1940,1989,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,521,Unf,0,460,981,GasA,Ex,Y,SBrkr,1014,658,0,1672,0,0,1,1,3,1,Gd,6,Typ,1,Gd,Detchd,1940,Unf,1,240,TA,TA,Y,0,11,0,0,0,0,NA,GdPrv,NA,0,7,2008,WD,Normal
+2116,30,RM,50,6000,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,7,1924,2003,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,BrkTil,TA,Fa,No,Unf,0,Unf,0,949,949,GasA,Ex,Y,SBrkr,949,0,0,949,0,0,1,0,2,1,TA,5,Typ,1,Fa,Detchd,1924,Unf,2,370,TA,TA,Y,0,0,48,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2117,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,7,1937,2000,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,TA,TA,No,Rec,201,LwQ,162,462,825,GasA,Ex,Y,SBrkr,825,672,0,1497,0,0,2,0,3,1,TA,5,Typ,0,NA,Detchd,2004,Unf,1,672,TA,TA,Y,272,0,0,0,0,0,NA,GdPrv,NA,0,5,2008,WD,Normal
+2118,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,5,1939,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,264,Unf,0,475,739,GasA,Ex,Y,SBrkr,874,468,0,1342,0,0,2,0,2,2,TA,7,Typ,1,Gd,Detchd,1939,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2119,45,RM,50,5000,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,BrkSide,Norm,Norm,1Fam,1.5Unf,6,7,1926,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,992,992,GasA,Ex,Y,SBrkr,1013,0,0,1013,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1926,Unf,1,160,Fa,TA,Y,0,0,101,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2120,50,RM,60,5520,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,BrkSide,Feedr,Norm,1Fam,1.5Fin,5,7,1920,1997,Gable,CompShg,AsbShng,AsbShng,None,0,TA,Gd,BrkTil,TA,TA,No,ALQ,68,Unf,0,497,565,GasA,TA,Y,SBrkr,565,651,0,1216,1,0,1,0,3,1,TA,6,Typ,1,Gd,BuiltIn,1920,RFn,1,355,Fa,TA,Y,0,0,180,0,0,0,NA,MnPrv,NA,0,4,2008,WD,Normal
+2121,20,RM,99,5940,Pave,NA,IR1,Lvl,AllPub,FR3,Gtl,BrkSide,Feedr,Norm,1Fam,1Story,4,7,1946,1950,Gable,CompShg,MetalSd,CBlock,None,0,TA,TA,PConc,NA,NA,NA,NA,NA,NA,NA,NA,NA,GasA,TA,Y,FuseA,896,0,0,896,NA,NA,1,0,2,1,TA,4,Typ,0,NA,Detchd,1946,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,4,2008,ConLD,Abnorml
+2122,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,4,7,1929,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,BLQ,80,Unf,0,624,704,GasA,Ex,Y,SBrkr,624,512,0,1136,0,1,1,0,2,1,TA,6,Typ,0,NA,Detchd,1990,Unf,1,336,TA,TA,Y,0,365,80,0,0,0,NA,NA,NA,0,8,2008,WD,Normal
+2123,30,RM,NA,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,6,1945,1995,Gable,CompShg,Plywood,Plywood,None,0,TA,Gd,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,N,SBrkr,808,0,0,808,0,0,1,0,1,1,TA,6,Min2,0,NA,Attchd,1925,Unf,1,164,TA,TA,P,0,48,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2124,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,7,5,1939,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,Mn,Rec,300,LwQ,240,449,989,GasA,TA,Y,SBrkr,1245,764,0,2009,0,0,2,0,4,1,TA,7,Min2,1,Gd,Detchd,1939,Unf,2,400,TA,TA,Y,0,20,0,0,0,0,NA,MnPrv,NA,0,1,2008,WD,Normal
+2125,70,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,2Story,5,5,1923,1950,Gambrel,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,203,Unf,0,897,1100,GasA,TA,Y,SBrkr,1226,676,0,1902,0,0,2,0,4,1,TA,7,Typ,0,NA,Detchd,1960,Unf,2,576,TA,TA,Y,0,139,55,0,0,0,NA,NA,NA,0,10,2008,WD,Normal
+2126,50,RL,60,9144,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,4,1915,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,810,810,GasA,Ex,Y,SBrkr,1170,546,0,1716,0,0,2,0,4,1,Gd,8,Typ,0,NA,Detchd,1970,Unf,2,672,TA,TA,Y,0,195,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal
+2127,60,RM,57,8094,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2.5Unf,6,8,1910,1983,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,Mn,Rec,196,Unf,0,1046,1242,GasA,Gd,Y,SBrkr,1242,742,0,1984,0,0,2,0,5,1,TA,8,Typ,0,NA,Detchd,NA,NA,1,360,NA,NA,Y,64,0,180,0,0,0,NA,MnPrv,Shed,1000,9,2008,WD,Normal
+2128,50,RM,63,4347,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,6,8,1910,1950,Gambrel,CompShg,MetalSd,MetalSd,None,0,Gd,TA,BrkTil,Gd,Gd,No,Unf,0,Unf,0,796,796,GasA,Ex,Y,SBrkr,825,784,0,1609,0,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,1910,Unf,1,228,Fa,Fa,N,0,182,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2129,30,RM,NA,6291,Grvl,NA,IR1,Lvl,AllPub,Inside,Gtl,IDOTRR,RRNe,Norm,1Fam,1Story,6,6,1930,1950,Gable,CompShg,Stucco,Wd Shng,None,0,Gd,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,768,768,GasA,TA,Y,SBrkr,768,0,0,768,0,0,1,0,1,1,TA,4,Typ,0,NA,Detchd,1930,Unf,2,440,TA,TA,N,0,0,84,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2130,70,RM,60,10266,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,6,6,1952,1952,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,372,Unf,0,396,768,GasA,TA,Y,FuseA,768,768,0,1536,0,0,1,1,4,1,TA,7,Typ,0,NA,Detchd,1952,Unf,1,308,TA,TA,Y,0,216,80,0,0,0,NA,NA,NA,0,5,2008,COD,Abnorml
+2131,50,RM,60,6876,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,6,1938,1958,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1272,1272,GasA,TA,Y,SBrkr,1272,0,697,1969,0,0,2,0,4,1,TA,9,Min1,1,Gd,Detchd,1938,Unf,2,400,TA,TA,Y,0,34,0,0,0,0,NA,NA,NA,0,11,2008,COD,Normal
+2132,50,RM,NA,10320,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,5,6,1915,1978,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Fa,BrkTil,TA,Fa,No,Unf,0,Unf,0,880,880,GasA,Gd,Y,SBrkr,880,428,0,1308,0,0,2,0,2,1,TA,6,Typ,0,NA,Detchd,1950,Unf,2,400,Fa,Fa,Y,0,0,117,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2133,30,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,6,7,1925,1992,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1040,1040,GasA,Gd,Y,SBrkr,1040,0,0,1040,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1993,Unf,2,320,TA,TA,Y,0,132,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2134,50,RM,62,7006,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,6,1925,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,PConc,TA,TA,No,Rec,121,Unf,0,647,768,GasA,TA,Y,SBrkr,788,448,0,1236,1,0,2,0,3,1,TA,6,Typ,1,Gd,Detchd,1985,Unf,1,384,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2008,WD,Family
+2135,30,RM,60,10320,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,RRNe,Norm,1Fam,1Story,5,8,1912,1991,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,451,451,GasA,TA,Y,SBrkr,759,0,0,759,0,0,1,0,1,1,TA,5,Typ,0,NA,Detchd,1997,Unf,2,576,TA,TA,N,40,0,0,0,0,0,NA,NA,NA,0,8,2008,ConLD,Family
+2136,190,RM,60,10320,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,2fmCon,2Story,3,3,1915,1950,Gable,CompShg,AsphShn,AsphShn,None,0,Fa,Fa,PConc,TA,Fa,No,Unf,0,Unf,0,536,536,GasA,Ex,N,FuseF,808,536,0,1344,0,0,2,0,3,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,42,0,204,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2137,20,RL,82,9488,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,6,1947,1993,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1046,1046,GasA,Gd,N,SBrkr,1054,0,0,1054,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1947,Unf,1,240,TA,TA,Y,0,60,122,0,0,0,NA,NA,NA,0,9,2008,WD,Abnorml
+2138,85,RL,NA,11235,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,SFoyer,5,6,1963,1963,Gable,CompShg,HdBoard,Wd Sdng,None,0,TA,TA,CBlock,Gd,TA,Av,ALQ,784,Unf,0,197,981,GasA,TA,Y,SBrkr,1075,0,0,1075,1,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1996,Unf,2,440,TA,TA,Y,64,0,0,0,64,0,NA,MnPrv,NA,0,5,2008,WD,Abnorml
+2139,80,RL,80,13014,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,6,5,1978,1978,Gable,CompShg,HdBoard,Plywood,BrkFace,39,TA,TA,CBlock,TA,TA,Av,ALQ,528,Unf,0,480,1008,GasA,TA,Y,SBrkr,1096,0,0,1096,1,0,1,0,3,1,TA,6,Typ,1,Fa,Attchd,1978,Unf,2,484,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal
+2140,20,RL,68,10265,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1967,2005,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Fa,CBlock,TA,TA,No,ALQ,758,Unf,0,234,992,GasA,Ex,Y,SBrkr,992,0,0,992,1,0,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1967,RFn,1,294,TA,TA,Y,204,0,0,0,0,0,NA,MnPrv,Shed,600,7,2008,WD,Normal
+2141,85,RL,NA,7703,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,SFoyer,6,8,1978,1978,Gable,CompShg,HdBoard,HdBoard,BrkCmn,40,TA,TA,CBlock,Gd,TA,Gd,ALQ,450,Unf,0,0,450,GasA,Ex,Y,SBrkr,1034,0,0,1034,0,1,1,0,3,1,TA,6,Typ,1,Po,Basment,1978,Fin,2,504,TA,TA,Y,311,0,0,0,0,0,NA,GdWo,NA,0,5,2008,WD,Normal
+2142,20,RL,NA,9981,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1967,1967,Gable,CompShg,MetalSd,MetalSd,BrkFace,340,TA,TA,CBlock,TA,TA,Mn,BLQ,221,Unf,0,852,1073,GasA,Gd,Y,SBrkr,1073,0,0,1073,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1967,RFn,1,270,TA,TA,Y,0,90,0,0,0,0,NA,MnPrv,NA,0,3,2008,WD,Normal
+2143,85,RL,NA,7400,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,SFoyer,5,5,1984,1984,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,LwQ,104,ALQ,956,0,1060,GasA,TA,Y,SBrkr,1126,0,0,1126,1,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1984,Unf,2,506,TA,TA,Y,178,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal
+2144,190,RL,60,12900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,2fmCon,1Story,5,4,1920,1950,Gable,CompShg,BrkFace,Stucco,None,0,TA,TA,PConc,TA,Fa,No,BLQ,1300,Unf,0,0,1300,GasA,Fa,Y,SBrkr,1140,0,0,1140,1,0,1,0,3,1,TA,6,Typ,0,NA,CarPort,1920,Unf,2,400,TA,TA,Y,0,0,190,0,0,0,NA,NA,NA,0,1,2008,WD,Alloca
+2145,20,RL,94,9239,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,8,1963,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,GLQ,634,Unf,0,326,960,GasA,Ex,Y,SBrkr,960,0,0,960,1,0,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1963,Fin,1,300,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2146,20,RL,88,14175,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,PosA,Norm,1Fam,1Story,6,8,1956,1956,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,Gd,Gd,GLQ,776,Unf,0,212,988,GasA,TA,Y,FuseA,1188,0,0,1188,1,0,1,0,1,1,TA,4,Typ,1,TA,Attchd,1956,Unf,2,621,TA,TA,Y,102,89,231,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2147,190,RL,NA,10532,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,ClearCr,Norm,Norm,1Fam,1Story,5,3,1960,1960,Flat,Tar&Grv,Plywood,Plywood,Stone,275,TA,TA,CBlock,TA,TA,Mn,Rec,988,Unf,0,0,988,GasA,Gd,Y,SBrkr,1721,0,0,1721,1,0,2,0,3,1,TA,7,Mod,2,TA,Basment,1960,Unf,2,626,TA,TA,Y,50,84,0,0,0,0,NA,NA,NA,0,12,2008,WD,Abnorml
+2148,50,RL,63,8375,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1.5Fin,5,7,1941,1973,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,336,Unf,0,240,576,GasA,Gd,Y,SBrkr,864,486,0,1350,1,0,1,1,2,1,Gd,6,Min1,0,NA,2Types,1973,Unf,3,627,TA,TA,N,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2008,WD,Normal
+2149,80,RL,NA,10200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,5,8,1970,1970,Hip,CompShg,HdBoard,HdBoard,None,0,TA,Gd,PConc,Gd,TA,Av,ALQ,704,Unf,0,160,864,GasA,Ex,Y,SBrkr,904,0,0,904,0,0,1,0,3,1,Gd,5,Typ,0,NA,2Types,1979,Unf,3,912,TA,TA,Y,143,0,0,0,0,0,NA,MnPrv,NA,0,6,2008,WD,Normal
+2150,20,RL,82,20270,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,ClearCr,Norm,Norm,1Fam,1Story,7,6,1979,1979,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,599,Unf,0,925,1524,GasA,TA,Y,SBrkr,1524,0,0,1524,1,0,2,0,3,1,TA,7,Typ,2,Gd,Attchd,1979,Fin,2,478,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2151,50,RL,50,5190,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,7,5,1948,1950,Gable,CompShg,BrkFace,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,570,570,GasA,TA,Y,SBrkr,617,462,0,1079,0,0,1,0,2,1,TA,5,Typ,1,Gd,Attchd,1948,Unf,1,249,TA,TA,Y,135,0,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal
+2152,30,RL,85,19550,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,7,1940,2007,Flat,Tar&Grv,NA,NA,None,0,TA,TA,PConc,TA,TA,Gd,ALQ,1035,Unf,0,545,1580,GasA,Ex,Y,SBrkr,1518,0,0,1518,1,0,1,0,2,1,Fa,5,Typ,2,Gd,NA,NA,NA,0,0,NA,NA,Y,0,39,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal
+2153,20,RL,68,9571,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1956,1956,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,Rec,870,Unf,0,639,1509,GasA,TA,Y,FuseA,1509,0,0,1509,1,0,1,0,3,1,Gd,6,Typ,1,TA,Attchd,1956,Unf,1,322,TA,TA,Y,158,0,0,0,576,0,NA,MnPrv,NA,0,7,2008,WD,Normal
+2154,90,RL,50,9350,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,SFoyer,5,5,1975,1975,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,864,Unf,0,0,864,GasA,Fa,N,SBrkr,864,0,0,864,1,0,1,0,2,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2155,60,RL,50,9360,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,2Story,6,8,1962,2001,Gable,CompShg,VinylSd,VinylSd,BrkCmn,216,Gd,TA,CBlock,TA,TA,No,Rec,324,Unf,0,297,621,GasA,TA,Y,SBrkr,621,648,0,1269,0,0,1,1,3,1,TA,7,Typ,0,NA,Detchd,1962,Unf,1,280,TA,TA,Y,0,236,0,0,0,0,NA,GdWo,NA,0,11,2008,WD,Normal
+2156,60,RL,NA,9771,Pave,NA,IR3,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1995,2002,Gable,CompShg,HdBoard,HdBoard,BrkFace,190,Gd,TA,PConc,Gd,TA,No,LwQ,779,Unf,0,298,1077,GasA,Ex,Y,SBrkr,1093,1721,0,2814,0,1,2,1,4,1,Gd,9,Typ,1,TA,BuiltIn,1995,Fin,2,614,TA,TA,Y,48,32,0,0,216,0,NA,GdPrv,NA,0,6,2008,WD,Normal
+2157,20,RL,80,9938,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,1994,1994,Gable,CompShg,HdBoard,HdBoard,BrkFace,251,Gd,TA,PConc,Gd,TA,No,GLQ,1271,Unf,0,331,1602,GasA,Ex,Y,SBrkr,1626,0,0,1626,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1994,RFn,2,534,TA,TA,Y,424,40,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2158,60,RL,NA,14171,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1993,1994,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,355,Unf,0,457,812,GasA,Ex,Y,SBrkr,1101,1099,0,2200,0,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1993,RFn,2,453,TA,TA,Y,168,98,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal
+2159,80,RL,85,10541,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,SLvl,7,5,1996,1996,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,672,672,GasA,Ex,Y,SBrkr,1302,735,0,2037,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1996,Fin,2,472,TA,TA,Y,100,33,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal
+2160,60,RL,65,10616,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,628,628,GasA,Ex,Y,SBrkr,628,728,0,1356,0,0,2,1,3,1,Gd,6,Typ,1,Gd,BuiltIn,2007,Fin,2,484,TA,TA,Y,100,24,0,0,0,0,NA,NA,NA,0,3,2008,New,Partial
+2161,20,RL,65,9345,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,156,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1615,1615,GasA,Ex,Y,SBrkr,1615,0,0,1615,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,RFn,3,864,TA,TA,Y,168,30,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2162,20,RL,91,11778,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,9,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,Stone,554,Gd,TA,PConc,Gd,TA,Gd,GLQ,2085,Unf,0,186,2271,GasA,Ex,Y,SBrkr,2276,0,0,2276,1,0,2,0,3,1,Ex,7,Typ,2,Gd,Attchd,2008,RFn,3,1348,Gd,TA,Y,0,0,70,0,255,0,NA,NA,NA,0,6,2008,WD,Abnorml
+2163,20,RL,91,11778,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,PosN,Norm,1Fam,1Story,9,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,Stone,402,Ex,TA,PConc,Ex,TA,Av,GLQ,1153,Unf,0,598,1751,GasA,Ex,Y,SBrkr,1766,0,0,1766,1,0,2,1,3,1,Ex,8,Typ,2,Gd,Attchd,2008,Fin,3,874,TA,TA,Y,216,36,0,0,0,0,NA,NA,NA,0,12,2008,New,Partial
+2164,80,RL,NA,11454,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,SLvl,8,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,BrkFace,302,Gd,TA,PConc,Gd,TA,Gd,GLQ,770,Unf,0,631,1401,GasA,Ex,Y,SBrkr,1511,0,0,1511,1,0,2,0,3,1,Gd,6,Typ,1,Fa,Attchd,1995,Fin,3,811,TA,TA,Y,168,42,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal
+2165,20,RL,NA,11500,Pave,NA,IR1,Bnk,AllPub,CulDSac,Gtl,ClearCr,Norm,Norm,1Fam,1Story,6,6,1966,1966,Flat,Tar&Grv,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,Gd,Gd,LwQ,262,ALQ,723,197,1182,GasA,Ex,Y,SBrkr,1643,0,0,1643,1,0,2,0,2,1,TA,6,Typ,1,Gd,Attchd,1966,Unf,2,438,TA,TA,Y,339,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal
+2166,20,RL,65,9750,Pave,NA,Reg,Low,AllPub,Inside,Mod,CollgCr,Norm,Norm,1Fam,1Story,5,7,1994,1994,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,722,Unf,0,268,990,GasA,Ex,Y,SBrkr,990,0,0,990,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1997,Unf,2,528,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal
+2167,20,RL,NA,8696,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,150,TA,TA,PConc,Gd,TA,Gd,GLQ,1308,Unf,0,110,1418,GasA,Ex,Y,SBrkr,1418,0,0,1418,1,0,2,0,3,1,Gd,5,Typ,1,TA,Attchd,1997,RFn,2,558,TA,TA,Y,208,110,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2168,60,RL,NA,13142,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,PosN,Norm,1Fam,2Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,BrkFace,128,TA,TA,PConc,Gd,TA,No,GLQ,688,Unf,0,176,864,GasA,Ex,Y,SBrkr,872,899,0,1771,1,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,1997,RFn,2,600,TA,TA,Y,0,96,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2169,60,RL,68,8998,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,120,Gd,TA,PConc,Gd,TA,Mn,GLQ,527,Unf,0,255,782,GasA,Ex,Y,SBrkr,782,870,0,1652,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2000,RFn,2,532,TA,TA,Y,0,70,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2170,60,RL,75,12192,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2000,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,663,Unf,0,265,928,GasA,Ex,Y,SBrkr,928,895,0,1823,1,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2000,RFn,2,626,TA,TA,Y,192,36,0,0,0,0,NA,NA,Shed,4500,5,2008,WD,Normal
+2171,20,RL,NA,12250,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1978,1978,Gable,CompShg,HdBoard,HdBoard,BrkFace,180,TA,TA,CBlock,Gd,TA,Mn,ALQ,781,Unf,0,83,864,GasA,Ex,Y,SBrkr,1174,0,0,1174,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1978,Unf,2,528,TA,TA,Y,211,0,280,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2172,20,RL,NA,9216,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1975,1975,Gable,CompShg,HdBoard,HdBoard,BrkFace,176,TA,TA,CBlock,TA,TA,Av,ALQ,294,Unf,0,782,1076,GasA,TA,Y,SBrkr,1076,0,0,1076,0,0,1,1,3,1,TA,5,Typ,1,Fa,Detchd,1985,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,9,2008,WD,Abnorml
+2173,20,RL,40,14330,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1975,2001,Gable,CompShg,Plywood,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,88,ALQ,596,180,864,GasA,TA,Y,SBrkr,1558,0,0,1558,1,0,2,0,2,1,TA,5,Min2,0,NA,Attchd,1975,Fin,2,440,TA,TA,Y,140,0,239,0,227,0,NA,NA,NA,0,8,2008,WD,Normal
+2174,60,RL,NA,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,227,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1257,1257,GasA,Ex,Y,SBrkr,1290,871,0,2161,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,2001,RFn,2,570,TA,TA,Y,0,84,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2175,60,RL,NA,9720,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,9,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,134,Gd,TA,PConc,Gd,TA,Mn,GLQ,1194,Unf,0,163,1357,GasA,Ex,Y,SBrkr,1366,581,0,1947,1,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,2001,Fin,3,725,TA,TA,Y,168,116,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal
+2176,20,RL,NA,14860,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2002,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,240,Gd,TA,PConc,Ex,TA,Gd,GLQ,1538,Unf,0,240,1778,GasA,Ex,Y,SBrkr,1786,0,0,1786,1,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2002,RFn,3,715,TA,TA,Y,182,35,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2177,60,RL,41,10905,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1129,1129,GasA,Ex,Y,SBrkr,1129,1198,0,2327,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2003,RFn,2,596,TA,TA,Y,0,57,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal
+2178,60,RL,96,11690,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,192,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,850,850,GasA,Ex,Y,SBrkr,886,878,0,1764,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1999,Unf,2,560,TA,TA,Y,120,29,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2179,120,RM,NA,4426,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,205,Gd,TA,PConc,Gd,TA,Mn,GLQ,662,Unf,0,186,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,0,NA,Attchd,2004,RFn,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal
+2180,90,RM,83,10126,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,Duplex,SFoyer,6,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,TA,Gd,GLQ,1593,LwQ,162,83,1838,GasA,Ex,Y,SBrkr,1838,0,0,1838,2,0,2,0,2,2,TA,8,Typ,0,NA,Attchd,1998,Unf,3,721,TA,TA,Y,160,67,0,0,0,0,NA,NA,NA,0,7,2008,WD,Abnorml
+2181,20,RL,75,9750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,Stone,50,Gd,TA,PConc,Gd,TA,Mn,GLQ,24,Unf,0,1421,1445,GasA,Ex,Y,SBrkr,1445,0,0,1445,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2004,Unf,2,470,TA,TA,Y,0,35,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2182,20,RL,85,11058,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,6,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,212,Gd,TA,PConc,Gd,TA,No,GLQ,56,Unf,0,1508,1564,GasA,Ex,Y,SBrkr,1564,0,0,1564,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,RFn,3,814,TA,TA,Y,0,24,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal
+2183,20,RL,74,9627,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,24,Unf,0,1327,1351,GasA,Ex,Y,SBrkr,1361,0,0,1361,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,RFn,2,610,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2184,20,RL,75,9825,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,1966,1966,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,609,Unf,0,483,1092,GasA,TA,Y,SBrkr,1092,0,0,1092,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1966,Unf,1,264,TA,TA,Y,259,0,0,0,161,0,NA,MnPrv,NA,0,4,2008,COD,Abnorml
+2185,85,RL,64,12102,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,SFoyer,5,5,1976,1976,Gable,CompShg,HdBoard,Plywood,BrkFace,222,TA,TA,CBlock,Gd,Gd,Gd,ALQ,456,Unf,0,0,456,GasA,Ex,Y,SBrkr,1033,0,0,1033,0,1,1,0,3,1,TA,6,Typ,0,NA,BuiltIn,1976,RFn,2,504,Fa,TA,Y,224,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Family
+2186,20,RL,65,6500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,6,1976,1976,Hip,CompShg,HdBoard,Plywood,BrkFace,84,TA,TA,CBlock,TA,NA,No,BLQ,1033,Unf,0,94,1127,GasA,TA,Y,SBrkr,1127,0,0,1127,0,1,1,1,3,1,TA,6,Typ,1,Po,Detchd,1991,Unf,2,480,TA,TA,Y,0,0,138,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2187,80,RL,NA,9638,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,1Fam,SLvl,6,6,1977,1977,Hip,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,368,Rec,120,541,1029,GasA,TA,Y,SBrkr,1117,0,0,1117,1,0,1,0,3,1,TA,6,Typ,1,Fa,Attchd,1977,RFn,2,542,TA,TA,Y,292,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal
+2188,60,RL,72,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,2Story,6,7,1976,2001,Hip,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,288,Unf,0,396,684,GasA,TA,Y,SBrkr,684,714,0,1398,0,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1976,Fin,2,440,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,2,2008,WD,Normal
+2189,20,RL,123,47007,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,7,1959,1996,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,3820,0,0,3820,NA,NA,3,1,5,1,Ex,11,Typ,2,Gd,Attchd,1959,Unf,2,624,TA,TA,Y,0,372,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2190,90,RL,65,6012,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,Duplex,1Story,4,5,1955,1955,Gable,CompShg,AsbShng,Plywood,None,0,TA,Fa,PConc,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,SBrkr,1152,0,0,1152,0,0,2,0,2,2,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,AdjLand
+2191,90,RL,74,6845,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,4,5,1955,1955,Gable,CompShg,WdShing,Wd Shng,BrkCmn,58,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,FuseF,1152,0,0,1152,0,0,2,0,2,2,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2192,190,RL,56,6931,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,2fmCon,1Story,4,5,1955,1955,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,784,Unf,0,0,784,GasA,TA,N,FuseP,784,0,0,784,1,0,1,0,2,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,112,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2193,50,RL,60,12180,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,7,1938,2007,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,585,585,GasA,Gd,Y,FuseF,585,468,0,1053,0,0,1,1,2,1,Ex,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,42,0,0,0,0,0,NA,NA,NA,0,1,2008,WD,Family
+2194,50,RL,57,8050,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,8,1947,1993,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,SBrkr,929,208,0,1137,0,0,1,1,4,1,TA,8,Min1,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2195,20,RL,68,9520,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,1Story,4,5,1953,1953,Gable,CompShg,MetalSd,MetalSd,Stone,115,TA,TA,CBlock,Gd,TA,No,Rec,767,Unf,0,144,911,GasA,TA,Y,SBrkr,930,0,0,930,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1953,RFn,1,286,TA,TA,Y,134,0,0,0,0,0,NA,MnPrv,Gar2,3000,5,2008,WD,Normal
+2196,80,RL,62,7692,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,SLvl,4,6,1954,1954,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Ex,TA,Av,Unf,0,Unf,0,416,416,GasA,Gd,Y,FuseA,1204,0,0,1204,0,0,1,0,3,1,TA,6,Typ,0,NA,Basment,1954,Unf,1,312,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Abnorml
+2197,30,RL,67,5142,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,4,7,1923,2008,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,ALQ,224,Unf,0,725,949,GasA,TA,Y,SBrkr,949,343,0,1292,0,0,1,1,3,1,Gd,6,Typ,0,NA,Detchd,1923,Unf,1,205,TA,TA,N,0,0,183,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2198,30,RL,60,7290,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SWISU,Norm,Norm,1Fam,1Story,7,8,1921,1950,Gable,CompShg,WdShing,Wd Shng,BrkFace,174,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1228,1228,GasA,Ex,Y,SBrkr,1424,0,0,1424,0,0,2,0,2,1,TA,7,Typ,1,Gd,Attchd,1921,Unf,1,312,TA,TA,Y,0,0,90,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2199,90,RL,64,7804,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,Duplex,2.5Unf,6,7,1930,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,281,Rec,679,0,960,GasA,Ex,Y,SBrkr,960,960,0,1920,2,0,2,2,4,2,TA,10,Typ,2,Gd,Detchd,1930,Unf,2,480,TA,TA,Y,248,0,121,0,0,0,NA,NA,NA,0,7,2008,WD,Abnorml
+2200,70,RL,66,8969,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,6,1926,1950,Gambrel,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,379,Unf,0,265,644,GasA,Ex,Y,SBrkr,672,644,0,1316,1,0,1,0,2,1,TA,6,Typ,1,Gd,Detchd,2001,Unf,1,369,TA,TA,P,0,0,0,0,192,0,NA,MnPrv,NA,0,7,2008,WD,Normal
+2201,50,RL,63,15564,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,6,6,1914,1995,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,BrkTil,Gd,TA,No,Unf,0,Unf,0,676,676,GasA,Ex,Y,SBrkr,676,588,0,1264,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1994,Unf,2,400,TA,TA,Y,424,0,0,0,0,0,NA,NA,Shed,400,1,2008,WD,Normal
+2202,70,RL,54,7609,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,2Story,8,9,1925,1997,Gable,CompShg,Stucco,Stucco,None,0,Gd,Gd,PConc,Fa,TA,No,ALQ,406,Unf,0,392,798,GasA,Ex,Y,SBrkr,798,714,0,1512,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Detchd,1925,Unf,1,180,TA,TA,P,85,16,41,0,0,0,NA,GdPrv,NA,0,6,2008,WD,Normal
+2203,70,RL,NA,9650,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,3,1923,1950,Hip,CompShg,Wd Sdng,Plywood,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,784,784,GasA,TA,Y,SBrkr,819,784,0,1603,0,0,1,0,4,1,TA,7,Typ,1,Gd,Attchd,1980,Unf,2,599,TA,TA,Y,0,217,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2204,50,RL,NA,11700,Pave,Grvl,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,1.5Fin,5,6,1937,1995,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,606,Unf,0,336,942,GasA,Ex,Y,SBrkr,1265,673,0,1938,0,0,2,0,4,1,Gd,7,Min2,1,Gd,Detchd,1937,Unf,1,240,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2205,50,RL,NA,9260,Pave,Grvl,IR1,HLS,AllPub,Inside,Gtl,Crawfor,Feedr,Norm,1Fam,1.5Fin,5,4,1938,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,884,884,GasA,TA,Y,FuseF,932,442,0,1374,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1938,Unf,1,225,TA,TA,Y,64,0,0,0,100,0,NA,NA,NA,0,3,2008,WD,Normal
+2206,20,RL,79,7801,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Crawfor,Feedr,Norm,1Fam,1Story,6,5,1951,1951,Hip,CompShg,WdShing,Plywood,BrkFace,88,TA,Fa,PConc,TA,TA,No,Rec,500,Unf,0,591,1091,GasA,Fa,N,FuseA,1091,0,0,1091,0,1,1,0,2,1,TA,5,Typ,1,TA,Attchd,1951,Fin,1,344,TA,TA,Y,66,105,0,0,221,0,NA,MnPrv,NA,0,5,2008,WD,Normal
+2207,70,RL,100,9670,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2Story,8,6,1935,1950,Gable,CompShg,BrkFace,Stucco,Stone,40,TA,TA,PConc,TA,Fa,No,LwQ,210,Unf,0,398,608,GasA,TA,Y,SBrkr,983,890,0,1873,0,0,1,1,4,1,TA,9,Typ,2,Gd,Detchd,1935,Fin,2,786,Fa,TA,Y,0,0,207,0,0,0,NA,NA,NA,0,6,2008,WD,Alloca
+2208,50,RL,70,12392,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,7,9,1950,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,Gd,No,GLQ,435,Unf,0,397,832,GasA,Ex,Y,SBrkr,1218,943,0,2161,1,0,2,1,3,1,Gd,8,Typ,2,TA,Attchd,1994,Fin,2,506,TA,TA,Y,0,96,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2209,20,RL,56,26073,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Crawfor,Norm,Norm,1Fam,1Story,5,5,1956,1956,Gable,CompShg,BrkFace,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Rec,1116,Unf,0,782,1898,GasA,Ex,Y,FuseA,1898,0,0,1898,0,0,2,1,3,1,TA,7,Typ,2,TA,Attchd,1956,Unf,2,484,TA,TA,Y,0,51,224,0,0,0,NA,MnPrv,NA,0,4,2008,WD,Normal
+2210,160,RM,24,1879,Pave,NA,Reg,Lvl,AllPub,CulDSac,Gtl,Blueste,Norm,Norm,Twnhs,2Story,6,6,1980,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,No,GLQ,366,Unf,0,150,516,GasA,TA,Y,SBrkr,516,516,0,1032,0,0,1,0,2,1,TA,5,Typ,1,TA,Detchd,1980,Unf,2,462,TA,TA,Y,213,0,0,0,0,0,NA,GdPrv,NA,0,12,2008,WD,Normal
+2211,30,RM,50,7000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,6,8,1926,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,TA,No,Rec,299,GLQ,40,555,894,GasA,TA,Y,SBrkr,919,0,0,919,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1926,Unf,1,195,TA,TA,P,0,0,116,0,0,0,NA,MnPrv,NA,0,7,2008,WD,Normal
+2212,50,RM,60,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,8,1940,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Fa,TA,No,Unf,0,Unf,0,720,720,GasA,Gd,Y,SBrkr,760,330,0,1090,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1940,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2213,50,RM,58,8155,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,5,7,1930,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,780,780,GasA,Gd,Y,FuseA,780,420,0,1200,0,0,1,0,4,1,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,96,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2214,80,RM,75,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,SLvl,5,5,1967,1967,Hip,CompShg,HdBoard,Plywood,None,0,Fa,TA,CBlock,Gd,TA,Mn,Rec,257,Unf,0,367,624,GasA,Ex,Y,SBrkr,1092,564,0,1656,0,0,1,1,3,1,TA,7,Mod,1,Po,Attchd,1967,Unf,1,288,TA,TA,Y,0,180,0,0,100,0,NA,MnPrv,NA,0,7,2008,WD,Normal
+2215,30,RM,60,7392,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,5,7,1930,1995,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,520,520,GasA,TA,Y,FuseA,912,0,0,912,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1934,RFn,1,360,TA,TA,Y,0,90,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2216,50,RM,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,5,5,1958,1958,Gable,CompShg,WdShing,Wd Shng,BrkFace,162,TA,TA,CBlock,TA,TA,No,ALQ,330,Unf,0,821,1151,GasA,Gd,Y,FuseA,1151,804,0,1955,0,0,2,0,4,1,TA,7,Typ,0,NA,Attchd,1958,Fin,1,356,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal
+2217,20,NA,80,14584,Pave,NA,Reg,Low,AllPub,Inside,Mod,IDOTRR,Norm,Norm,1Fam,1Story,1,5,1952,1952,Gable,CompShg,AsbShng,VinylSd,None,0,Fa,Po,Slab,NA,NA,NA,NA,0,NA,0,0,0,Wall,Po,N,FuseA,733,0,0,733,0,0,1,0,2,1,Fa,4,NA,0,NA,Attchd,1952,Unf,2,487,Fa,Po,N,0,0,0,0,0,0,NA,NA,NA,0,2,2008,WD,Abnorml
+2218,70,C (all),60,5280,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Feedr,Norm,1Fam,2Story,4,7,1895,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,Stone,NA,Fa,No,Unf,0,Unf,0,173,173,GasA,Ex,N,SBrkr,825,536,0,1361,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1895,Unf,1,185,Fa,TA,Y,0,123,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2219,50,C (all),52,5150,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Feedr,Norm,1Fam,1.5Fin,4,7,1910,2000,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,PConc,NA,TA,No,Unf,0,Unf,0,356,356,GasA,TA,N,FuseA,671,378,0,1049,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1910,Unf,1,195,Po,Fa,N,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2220,70,C (all),60,9000,Grvl,NA,Reg,Bnk,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,4,6,1920,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,Stone,Fa,Fa,Mn,Unf,0,Unf,0,592,592,GasA,Ex,Y,SBrkr,432,432,0,864,0,0,1,1,3,1,Fa,5,Min2,0,NA,Detchd,1920,Unf,1,216,Fa,Fa,N,0,30,160,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2221,120,RM,44,3843,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,TwnhsE,1Story,8,5,2007,2008,Hip,CompShg,CemntBd,CmentBd,Stone,186,Ex,TA,PConc,Ex,TA,Gd,GLQ,1476,Unf,0,120,1596,GasA,Ex,Y,SBrkr,1648,0,0,1648,1,1,2,0,2,1,Ex,5,Typ,1,Gd,Attchd,2007,Fin,2,525,TA,TA,Y,162,53,0,153,0,0,NA,NA,NA,0,8,2008,New,Partial
+2222,120,RM,44,3811,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,TwnhsE,1Story,7,5,2004,2005,Hip,CompShg,CemntBd,CmentBd,Stone,174,Gd,TA,PConc,Ex,TA,Gd,GLQ,1474,Unf,0,120,1594,GasA,Ex,Y,SBrkr,1646,0,0,1646,1,1,2,0,2,1,Ex,5,Typ,1,Gd,Attchd,2004,Fin,2,482,TA,TA,Y,128,53,0,0,155,0,NA,NA,NA,0,7,2008,WD,Normal
+2223,20,RL,NA,23730,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,7,5,1996,1997,Gable,CompShg,MetalSd,MetalSd,BrkFace,668,Gd,TA,PConc,Ex,TA,Mn,GLQ,700,Unf,0,1140,1840,GasA,Ex,Y,SBrkr,2032,0,0,2032,1,0,3,0,3,1,Gd,7,Typ,0,NA,Attchd,1996,Fin,3,786,TA,TA,Y,0,46,192,0,0,0,NA,NA,NA,0,9,2008,WD,Normal
+2224,60,RL,NA,11050,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,910,910,GasA,Ex,Y,SBrkr,910,910,0,1820,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1996,Unf,3,816,TA,TA,Y,318,32,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal
+2225,90,RL,76,10260,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,2Story,5,4,1976,1976,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,936,936,0,1872,0,0,2,2,4,2,TA,8,Typ,0,NA,Attchd,1976,Unf,2,484,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Abnorml
+2226,20,RL,74,9990,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,4,5,1991,1991,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,ALQ,1383,Unf,0,297,1680,GasA,Gd,Y,SBrkr,1689,0,0,1689,1,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1991,Unf,2,432,TA,TA,Y,428,120,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2227,120,RL,42,4084,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,TwnhsE,1Story,7,6,1986,1986,Gable,CompShg,VinylSd,VinylSd,BrkFace,340,Gd,TA,CBlock,Gd,TA,Av,GLQ,893,Unf,0,384,1277,GasA,Gd,Y,SBrkr,1501,0,0,1501,1,0,2,0,2,1,Gd,6,Typ,1,TA,Attchd,1986,Fin,2,512,TA,TA,Y,240,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2228,20,RL,74,11563,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2006,2007,Hip,CompShg,VinylSd,VinylSd,Stone,258,Gd,TA,PConc,Ex,TA,Gd,GLQ,1036,Unf,0,482,1518,GasA,Ex,Y,SBrkr,1537,0,0,1537,1,0,2,0,3,1,Gd,8,Typ,0,NA,Attchd,2007,Fin,3,788,TA,TA,Y,0,26,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2229,60,RL,107,12852,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,770,Unf,0,150,920,GasA,Ex,Y,SBrkr,920,860,0,1780,1,0,2,1,3,1,Gd,6,Typ,1,Gd,Attchd,2007,Fin,2,612,TA,TA,Y,0,192,0,0,0,0,NA,NA,NA,0,1,2008,New,Partial
+2230,80,RL,73,9802,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,SLvl,5,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,352,352,GasA,Gd,Y,SBrkr,712,730,0,1442,0,0,2,1,3,1,TA,6,Typ,0,NA,BuiltIn,2007,Fin,2,400,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2231,60,RL,81,12018,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,7,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,60,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,796,796,GasA,Ex,Y,SBrkr,796,816,0,1612,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2008,Fin,3,666,TA,TA,Y,0,64,0,0,0,0,NA,NA,NA,0,10,2008,New,Partial
+2232,20,RL,75,12890,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,6,5,1989,1989,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,128,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1495,1495,GasA,Ex,Y,SBrkr,1495,0,0,1495,0,0,2,0,3,1,TA,8,Typ,1,TA,Attchd,1989,Unf,2,438,TA,TA,Y,252,0,192,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2233,20,RL,93,18265,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,6,5,1986,1986,Gable,CompShg,Plywood,HdBoard,BrkFace,228,Gd,Gd,CBlock,Gd,Gd,Av,GLQ,920,Rec,60,276,1256,GasA,Ex,Y,SBrkr,1256,0,0,1256,0,0,2,0,3,1,Gd,6,Typ,1,Fa,Attchd,1986,Unf,2,578,TA,TA,Y,282,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal
+2234,20,RL,82,11202,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2003,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,206,Gd,TA,PConc,Ex,TA,Av,GLQ,1029,Unf,0,403,1432,GasA,Ex,Y,SBrkr,1440,0,0,1440,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,2003,Fin,2,467,TA,TA,Y,185,95,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2235,20,RL,NA,7915,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,6,5,1999,2000,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,Mn,GLQ,1223,Unf,0,443,1666,GasA,Ex,Y,SBrkr,1675,0,0,1675,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1999,RFn,2,435,TA,TA,Y,165,52,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal
+2236,20,RL,79,11449,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,1011,Unf,0,873,1884,GasA,Ex,Y,SBrkr,1728,0,0,1728,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,Fin,2,520,TA,TA,Y,0,276,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal
+2237,20,RL,85,11447,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,674,Gd,TA,PConc,Ex,TA,Av,GLQ,1571,Unf,0,393,1964,GasA,Ex,Y,SBrkr,1964,0,0,1964,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,3,892,TA,TA,Y,0,265,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2238,90,RM,97,8940,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,Duplex,SFoyer,7,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,200,TA,Gd,PConc,Gd,Gd,Gd,GLQ,1309,Unf,0,35,1344,GasA,Ex,Y,SBrkr,1344,0,0,1344,2,0,2,0,2,2,TA,8,Typ,0,NA,Attchd,1997,Fin,4,784,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Alloca
+2239,20,RL,77,9278,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Mitchel,Feedr,Artery,1Fam,1Story,5,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1092,1092,GasA,Ex,Y,SBrkr,1092,0,0,1092,0,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,52,0,0,0,0,NA,NA,NA,0,2,2008,WD,Abnorml
+2240,120,RM,32,4500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Mitchel,Norm,Norm,TwnhsE,1Story,6,5,1997,1997,Hip,CompShg,VinylSd,VinylSd,BrkFace,197,TA,TA,PConc,Ex,TA,No,GLQ,864,Unf,0,325,1189,GasA,Ex,Y,SBrkr,1189,0,0,1189,1,0,2,0,2,1,TA,4,Typ,0,NA,Attchd,1997,RFn,2,392,TA,TA,Y,0,122,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2241,85,RL,150,14137,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,4,5,1964,1964,Gable,CompShg,HdBoard,HdBoard,BrkFace,98,TA,TA,CBlock,Gd,TA,Av,ALQ,865,LwQ,247,88,1200,GasA,Gd,Y,SBrkr,1200,0,0,1200,1,0,1,0,3,1,TA,6,Typ,0,NA,2Types,1964,Fin,3,850,TA,TA,Y,0,119,0,0,171,0,NA,NA,NA,0,11,2008,ConLD,Normal
+2242,120,RM,NA,4224,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,1Story,5,6,1975,1975,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,769,Unf,0,271,1040,GasA,Gd,Y,SBrkr,1040,0,0,1040,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1975,Unf,2,499,TA,TA,Y,0,100,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2243,160,RM,41,2665,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,5,7,1976,1976,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,318,Unf,0,232,550,GasA,TA,Y,SBrkr,925,550,0,1475,0,0,2,0,4,1,TA,6,Typ,1,TA,Attchd,1976,Unf,1,336,TA,TA,Y,92,26,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal
+2244,180,RM,21,1974,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SFoyer,4,7,1973,2006,Gable,CompShg,CemntBd,CmentBd,None,0,TA,Gd,CBlock,Gd,TA,Av,GLQ,501,Unf,0,25,526,GasA,Gd,Y,SBrkr,526,462,0,988,1,0,1,0,2,1,TA,5,Typ,0,NA,BuiltIn,1973,RFn,1,297,TA,TA,Y,120,101,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal
+2245,180,RM,21,1596,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SLvl,4,6,1973,1973,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,437,Unf,0,25,462,GasA,TA,Y,SBrkr,526,462,0,988,1,0,1,0,1,1,TA,4,Typ,1,Po,BuiltIn,1973,RFn,1,297,TA,TA,Y,0,101,0,120,0,0,NA,GdWo,NA,0,7,2008,WD,Normal
+2246,20,RL,NA,17979,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,6,1968,1968,Gable,CompShg,Plywood,Plywood,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,785,Unf,0,328,1113,GasA,Ex,Y,SBrkr,1160,0,0,1160,1,0,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1968,Unf,1,257,TA,TA,Y,81,0,0,0,0,0,NA,GdWo,Shed,500,2,2008,WD,Normal
+2247,160,RM,21,1477,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,2Story,6,9,1970,2007,Gable,CompShg,CemntBd,CmentBd,None,0,TA,Gd,CBlock,TA,TA,No,GLQ,358,Unf,0,188,546,GasA,Ex,Y,SBrkr,546,546,0,1092,0,0,2,1,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,187,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal
+2248,20,RL,59,6490,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,7,1983,1983,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,GLQ,534,Unf,0,282,816,GasA,Ex,Y,SBrkr,816,0,0,816,0,1,1,0,2,1,TA,4,Typ,0,NA,Attchd,1983,Unf,1,264,TA,TA,Y,315,0,0,0,0,0,NA,GdWo,NA,0,4,2008,WD,Normal
+2249,20,RL,60,6600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,6,1982,2005,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,GLQ,638,Unf,0,207,845,GasA,Gd,Y,SBrkr,845,0,0,845,0,0,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1982,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal
+2250,20,RL,74,12395,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,6,1984,1984,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,647,Unf,0,217,864,GasA,TA,Y,SBrkr,889,0,0,889,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1984,Unf,2,484,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal
+2251,70,NA,NA,56600,Pave,NA,IR1,Low,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2.5Unf,5,1,1900,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,686,686,GasA,Ex,Y,SBrkr,1150,686,0,1836,0,0,2,0,4,1,TA,7,Maj1,0,NA,Detchd,1900,Unf,1,288,TA,Fa,N,0,0,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal
+2252,20,RL,85,10667,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1971,1971,Gable,CompShg,MetalSd,MetalSd,BrkFace,302,TA,TA,CBlock,TA,TA,No,BLQ,838,Unf,0,749,1587,GasA,TA,Y,SBrkr,1587,0,0,1587,0,0,2,0,3,1,TA,7,Typ,1,Gd,Attchd,1971,Unf,2,525,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2253,80,RL,56,8872,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Gd,Y,SBrkr,754,630,0,1384,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1997,Fin,2,390,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2254,80,RL,NA,10147,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,6,5,1994,1994,Gable,CompShg,HdBoard,HdBoard,BrkFace,32,TA,TA,PConc,Gd,TA,No,LwQ,186,Unf,0,206,392,GasA,Gd,Y,SBrkr,924,770,0,1694,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1994,Fin,2,398,TA,TA,Y,256,64,0,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Normal
+2255,60,RL,NA,8637,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,871,Unf,0,52,923,GasA,Gd,Y,SBrkr,947,767,0,1714,1,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2000,Fin,2,451,TA,TA,Y,256,48,0,0,0,0,NA,NA,NA,0,4,2007,WD,Abnorml
+2256,60,RL,63,7875,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1996,1996,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,Rec,414,Unf,0,277,691,GasA,Gd,Y,SBrkr,691,862,0,1553,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,1996,Fin,2,420,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2257,60,RL,60,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1999,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,938,938,GasA,Ex,Y,SBrkr,957,1342,0,2299,0,0,3,1,5,1,TA,7,Typ,1,TA,Attchd,1999,Fin,2,482,TA,TA,Y,188,30,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2258,20,RL,NA,9556,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,1992,1993,Gable,CompShg,HdBoard,HdBoard,BrkFace,52,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1168,1168,GasA,Gd,Y,SBrkr,1187,0,0,1187,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1992,RFn,2,420,TA,TA,Y,0,21,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2259,60,RL,NA,7655,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1993,1994,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,903,903,GasA,Gd,Y,SBrkr,910,732,0,1642,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1993,RFn,2,392,TA,TA,Y,290,84,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2260,20,RL,160,18160,Grvl,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,6,6,1964,1964,Gable,CompShg,HdBoard,HdBoard,BrkCmn,138,TA,TA,CBlock,TA,TA,Av,BLQ,550,Unf,0,752,1302,GasA,Fa,Y,SBrkr,1128,0,0,1128,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1964,Unf,2,480,TA,TA,P,0,108,246,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Alloca
+2261,120,RL,38,4740,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1988,1988,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,CBlock,Gd,TA,Gd,GLQ,248,Unf,0,918,1166,GasA,Gd,Y,SBrkr,1179,0,0,1179,1,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1988,RFn,2,480,TA,TA,Y,0,108,0,0,135,0,NA,NA,NA,0,10,2007,WD,Normal
+2262,120,RL,35,5118,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1990,1990,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,926,Unf,0,386,1312,GasA,Gd,Y,SBrkr,1321,0,0,1321,1,0,1,0,1,1,Gd,4,Typ,1,TA,Attchd,1990,RFn,2,484,TA,TA,Y,0,64,140,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2263,60,RL,98,12328,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,2Story,8,5,2005,2005,Hip,CompShg,VinylSd,VinylSd,Stone,146,Gd,TA,PConc,Ex,TA,Mn,GLQ,986,Unf,0,163,1149,GasA,Ex,Y,SBrkr,1164,1377,0,2541,1,0,3,1,4,1,Ex,10,Typ,1,Gd,BuiltIn,2005,Fin,3,729,TA,TA,Y,120,32,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2264,20,RL,52,51974,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,StoneBr,PosN,Norm,1Fam,1Story,9,5,2006,2007,Hip,CompShg,VinylSd,VinylSd,BrkFace,710,Ex,TA,PConc,Ex,TA,Av,GLQ,1101,Unf,0,1559,2660,GasA,Ex,Y,SBrkr,2338,0,0,2338,1,0,2,1,4,1,Gd,8,Typ,2,Gd,Attchd,2005,Fin,3,1110,Gd,TA,Y,0,135,0,0,322,0,NA,NA,NA,0,6,2007,New,Partial
+2265,190,RL,195,41600,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Gilbert,Norm,Norm,2fmCon,1Story,5,5,1969,1990,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Gd,ALQ,1047,Unf,0,53,1100,GasW,TA,Y,SBrkr,1424,0,0,1424,1,0,1,1,3,1,TA,7,Mod,0,NA,2Types,1969,Unf,3,828,TA,TA,N,144,0,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal
+2266,120,RL,61,8035,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,9,5,2006,2006,Gable,CompShg,MetalSd,MetalSd,BrkFace,165,Gd,TA,PConc,Ex,TA,Gd,GLQ,797,Unf,0,815,1612,GasA,Ex,Y,SBrkr,1612,0,0,1612,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2006,Fin,2,556,TA,TA,Y,0,164,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2267,20,RL,85,14082,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,1Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,945,Gd,TA,PConc,Ex,Gd,Gd,GLQ,1558,Unf,0,662,2220,GasA,Ex,Y,SBrkr,2234,0,0,2234,1,0,1,1,1,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,2,724,TA,TA,Y,390,80,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal
+2268,20,RL,81,13870,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,StoneBr,PosA,PosA,1Fam,1Story,10,5,2006,2007,Hip,CompShg,CemntBd,CmentBd,BrkFace,250,Ex,TA,PConc,Ex,TA,Gd,GLQ,1152,Unf,0,590,1742,GasA,Ex,Y,SBrkr,2042,0,0,2042,1,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2007,Fin,3,724,TA,TA,Y,240,52,0,0,174,0,NA,NA,NA,0,10,2007,New,Partial
+2269,20,RL,NA,10960,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1984,1984,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,GLQ,256,Unf,0,1028,1284,GasA,TA,Y,SBrkr,1284,0,0,1284,1,0,2,0,3,1,TA,5,Typ,0,NA,Attchd,1984,Unf,2,480,TA,TA,Y,0,0,192,0,0,0,NA,NA,NA,0,4,2007,COD,Abnorml
+2270,60,RL,78,12090,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,7,1981,2003,Gable,CompShg,MetalSd,MetalSd,BrkFace,306,Gd,TA,CBlock,Gd,TA,No,ALQ,321,Unf,0,404,725,GasA,Ex,Y,SBrkr,725,754,0,1479,0,0,2,1,3,1,Gd,6,Typ,1,TA,Attchd,1981,RFn,2,484,TA,TA,Y,167,72,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2271,20,RL,93,12299,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,6,1978,1985,Gable,CompShg,Plywood,Plywood,Stone,67,TA,TA,CBlock,Gd,TA,No,GLQ,1328,Unf,0,201,1529,GasA,TA,Y,SBrkr,1664,0,0,1664,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1978,Fin,2,663,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal
+2272,60,RL,61,11339,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,PosA,Norm,1Fam,2Story,7,5,1979,1979,Hip,WdShake,HdBoard,Plywood,BrkFace,549,TA,TA,CBlock,Gd,TA,No,ALQ,758,Unf,0,22,780,GasA,TA,Y,SBrkr,1085,845,0,1930,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1979,Fin,2,481,TA,TA,Y,192,72,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2273,20,RL,79,11850,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1984,1984,Gable,CompShg,Plywood,Plywood,BrkFace,98,TA,TA,CBlock,Gd,TA,No,ALQ,781,Unf,0,372,1153,GasA,TA,Y,SBrkr,1177,0,0,1177,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1984,Fin,2,495,TA,TA,Y,204,103,0,0,0,0,NA,MnPrv,NA,0,8,2007,WD,Normal
+2274,20,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1979,1999,Gable,CompShg,MetalSd,MetalSd,BrkFace,253,TA,TA,CBlock,Gd,TA,No,GLQ,903,Unf,0,356,1259,GasA,Ex,Y,SBrkr,1353,0,0,1353,1,0,2,0,2,1,TA,5,Typ,1,TA,Attchd,1979,RFn,2,478,TA,TA,Y,240,141,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2275,20,RL,128,13001,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,PosN,Norm,1Fam,1Story,6,5,1971,1971,Hip,CompShg,HdBoard,HdBoard,BrkFace,176,TA,TA,CBlock,TA,TA,Mn,ALQ,492,BLQ,121,1012,1625,GasA,TA,Y,SBrkr,1220,0,0,1220,0,1,2,0,2,1,TA,6,Typ,1,TA,Attchd,1971,Unf,2,944,TA,TA,Y,0,0,249,0,0,0,NA,NA,NA,0,9,2007,WD,Normal
+2276,80,RL,64,8991,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,PosN,Norm,1Fam,SLvl,7,6,1976,1976,Gable,CompShg,Plywood,Plywood,Stone,130,TA,TA,CBlock,Gd,TA,Gd,GLQ,624,Rec,604,0,1228,GasA,TA,Y,SBrkr,1324,0,0,1324,0,1,2,0,3,1,Gd,5,Typ,1,Fa,Attchd,1976,Fin,2,585,TA,TA,Y,407,36,0,0,0,0,NA,NA,NA,0,2,2007,WD,Normal
+2277,60,RL,80,8000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,PosN,Norm,1Fam,2Story,6,6,1974,1974,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,931,LwQ,153,0,1084,GasA,TA,Y,SBrkr,1084,793,0,1877,1,0,2,1,4,1,TA,8,Typ,1,TA,Attchd,1974,Unf,2,488,TA,TA,Y,0,96,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal
+2278,20,RL,63,9457,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1970,1990,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,566,Unf,0,359,925,GasA,TA,Y,SBrkr,1422,0,0,1422,1,0,1,0,3,1,TA,7,Min2,0,NA,Detchd,1988,Unf,2,576,TA,TA,Y,252,0,0,0,0,0,NA,GdWo,NA,0,9,2007,WD,Normal
+2279,20,RL,66,7920,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1970,2002,Gable,CompShg,HdBoard,HdBoard,BrkFace,32,TA,TA,CBlock,TA,TA,No,ALQ,81,GLQ,619,214,914,GasA,Ex,Y,SBrkr,914,0,0,914,0,0,1,0,3,1,Ex,5,Typ,0,NA,Attchd,1970,RFn,1,368,TA,Gd,Y,120,0,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal
+2280,20,RL,NA,17199,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,7,1961,1961,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,TA,TA,No,ALQ,314,Unf,0,600,914,GasA,Ex,Y,SBrkr,914,0,0,914,0,0,1,0,2,1,TA,4,Typ,0,NA,Basment,1961,Unf,1,270,Fa,TA,Y,140,0,0,0,0,0,NA,GdWo,NA,0,7,2007,WD,Normal
+2281,120,RH,33,4113,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,TwnhsE,1Story,6,5,2001,2001,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1337,1337,GasA,Ex,Y,SBrkr,1337,0,0,1337,0,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,2001,Fin,2,511,TA,TA,Y,136,68,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2282,120,RH,26,10943,Pave,NA,IR2,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,TwnhsE,1Story,6,5,1997,1998,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,930,Unf,0,475,1405,GasA,Ex,Y,SBrkr,1337,0,0,1337,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1997,Fin,2,522,TA,TA,Y,0,68,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal
+2283,160,RM,21,2205,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,6,1973,1973,Gable,CompShg,HdBoard,HdBoard,BrkFace,567,TA,TA,CBlock,TA,TA,No,ALQ,312,Unf,0,213,525,GasA,TA,Y,SBrkr,525,567,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1973,Unf,1,264,TA,TA,Y,144,0,0,0,0,0,NA,NA,NA,0,2,2007,WD,Normal
+2284,160,RM,21,2058,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1973,1973,Gable,CompShg,HdBoard,HdBoard,BrkFace,265,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,672,672,GasA,Ex,Y,SBrkr,672,546,0,1218,0,0,1,1,4,1,Ex,7,Typ,0,NA,Detchd,1973,Unf,1,264,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal
+2285,120,RL,24,2304,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,Twnhs,1Story,7,7,1978,1978,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,GLQ,632,Unf,6,423,1061,GasA,TA,Y,SBrkr,1055,0,0,1055,0,0,2,0,2,1,TA,4,Typ,0,NA,Attchd,1978,Unf,1,319,TA,TA,Y,108,32,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2286,20,RL,65,7150,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1966,1966,Hip,CompShg,HdBoard,HdBoard,BrkFace,52,TA,TA,CBlock,TA,TA,No,BLQ,725,Unf,0,263,988,GasA,TA,Y,SBrkr,988,0,0,988,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1974,Unf,1,360,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal
+2287,20,RL,96,12469,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2006,2007,Hip,CompShg,VinylSd,VinylSd,Stone,378,Ex,TA,PConc,Ex,TA,Gd,GLQ,1151,Unf,0,639,1790,GasA,Ex,Y,SBrkr,1816,0,0,1816,1,0,2,0,3,1,Ex,7,Typ,1,Gd,Attchd,2007,Fin,3,730,TA,TA,Y,186,36,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial
+2288,20,RL,91,11825,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2006,2007,Gable,CompShg,CemntBd,CmentBd,Stone,302,Gd,TA,PConc,Ex,TA,Mn,Unf,0,Unf,0,1694,1694,GasA,Ex,Y,SBrkr,1694,0,0,1694,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,856,TA,TA,Y,0,112,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial
+2289,20,RL,110,14333,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,1518,Unf,0,590,2108,GasA,Ex,Y,SBrkr,2122,0,0,2122,1,0,2,1,2,1,Gd,7,Typ,1,Ex,Attchd,2007,Fin,3,938,TA,TA,Y,130,142,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial
+2290,60,RL,107,13641,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2007,2007,Hip,CompShg,CemntBd,CmentBd,BrkFace,456,Ex,TA,PConc,Ex,TA,Gd,GLQ,1304,Unf,0,630,1934,GasA,Ex,Y,SBrkr,1943,713,0,2656,1,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2007,RFn,3,1040,TA,TA,Y,268,58,0,0,0,0,NA,NA,NA,0,12,2007,New,Partial
+2291,60,RL,110,13440,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2006,2007,Hip,CompShg,VinylSd,VinylSd,BrkFace,190,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1108,1108,GasA,Ex,Y,SBrkr,1148,1402,0,2550,0,0,2,1,4,1,Ex,11,Typ,1,Gd,BuiltIn,2006,Fin,3,670,TA,TA,Y,120,39,0,0,0,0,NA,NA,NA,0,3,2007,New,Partial
+2292,20,RL,105,15431,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,10,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,400,Ex,TA,PConc,Ex,TA,Gd,GLQ,1430,Unf,0,564,1994,GasA,Ex,Y,SBrkr,2046,0,0,2046,1,0,2,1,2,1,Ex,7,Typ,2,Gd,Attchd,2005,Fin,3,878,TA,TA,Y,188,65,0,0,175,0,NA,NA,NA,0,8,2007,WD,Normal
+2293,20,RL,107,13891,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,Stone,456,Ex,TA,PConc,Ex,TA,Gd,GLQ,1812,Unf,0,740,2552,GasA,Ex,Y,SBrkr,2552,0,0,2552,1,0,2,0,3,1,Ex,8,Typ,2,Ex,Attchd,2007,Fin,3,932,TA,TA,Y,130,28,0,0,0,0,NA,NA,NA,0,10,2007,New,Partial
+2294,60,RL,118,13654,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2005,2006,Gable,CompShg,MetalSd,MetalSd,BrkFace,365,Gd,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,1704,1704,GasA,Ex,Y,SBrkr,1722,1036,0,2758,0,0,2,1,4,1,Ex,9,Typ,1,Ex,BuiltIn,2005,Fin,3,814,TA,TA,Y,282,55,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2295,20,RL,59,17169,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,NridgHt,Norm,Norm,1Fam,1Story,10,5,2007,2007,Hip,CompShg,CemntBd,CmentBd,BrkFace,970,Ex,TA,PConc,Ex,TA,Av,GLQ,1684,Unf,0,636,2320,GasA,Ex,Y,SBrkr,2290,0,0,2290,2,0,2,1,2,1,Ex,7,Typ,1,Gd,Attchd,2007,Fin,3,1174,TA,TA,Y,192,30,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial
+2296,60,RL,134,16659,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1582,1582,GasA,Ex,Y,SBrkr,1582,570,0,2152,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Detchd,2007,Unf,2,728,TA,TA,Y,0,368,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial
+2297,60,RL,82,9709,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,120,Ex,TA,PConc,Ex,TA,Gd,GLQ,778,Unf,0,140,918,GasA,Ex,Y,SBrkr,958,1142,0,2100,1,0,2,1,3,1,Ex,8,Typ,2,Gd,BuiltIn,2007,Fin,3,786,TA,TA,Y,172,104,0,0,0,0,NA,NA,NA,0,9,2007,New,Partial
+2298,20,RL,94,13615,Pave,NA,IR1,HLS,AllPub,Corner,Mod,NridgHt,Norm,Norm,1Fam,1Story,9,5,2006,2006,Hip,CompShg,MetalSd,MetalSd,Stone,510,Ex,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,1802,1802,GasA,Ex,Y,SBrkr,1802,0,0,1802,0,0,2,1,3,1,Ex,7,Typ,1,Gd,Attchd,2006,Fin,3,843,TA,TA,Y,158,105,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2299,60,RL,99,13069,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,502,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1706,1706,GasA,Ex,Y,SBrkr,1718,1238,0,2956,0,0,2,1,5,1,Ex,11,Typ,1,Ex,BuiltIn,2004,RFn,3,916,TA,TA,Y,194,50,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2300,60,RL,110,14277,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,280,Gd,TA,PConc,Ex,TA,Mn,GLQ,938,Unf,0,379,1317,GasA,Ex,Y,SBrkr,1217,1168,0,2385,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2003,Fin,3,818,TA,TA,Y,192,228,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal
+2301,60,RL,NA,12568,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,Stone,246,Gd,TA,PConc,Ex,TA,Av,GLQ,669,Unf,0,226,895,GasA,Ex,Y,SBrkr,895,923,0,1818,1,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2007,Fin,3,774,TA,TA,Y,196,104,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial
+2302,20,RL,70,9926,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,210,Gd,TA,PConc,Gd,TA,Mn,GLQ,1178,Unf,0,436,1614,GasA,Ex,Y,SBrkr,1614,0,0,1614,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,3,878,TA,TA,Y,100,38,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2303,20,RL,71,9254,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,210,Gd,TA,PConc,Gd,TA,No,GLQ,119,Unf,0,1602,1721,GasA,Ex,Y,SBrkr,1721,0,0,1721,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,2,554,TA,TA,Y,168,27,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal
+2304,60,RL,92,10732,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1298,1298,GasA,Ex,Y,SBrkr,1298,530,0,1828,0,0,2,1,3,1,Gd,7,Typ,0,NA,BuiltIn,2006,RFn,3,876,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,2,2007,New,Partial
+2305,120,RL,34,3901,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,1Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,182,Gd,TA,PConc,Gd,TA,Av,ALQ,866,Unf,0,436,1302,GasA,Ex,Y,SBrkr,1302,0,0,1302,1,0,1,1,1,1,Gd,5,Typ,1,Gd,Attchd,2005,RFn,2,631,TA,TA,Y,110,50,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial
+2306,120,RL,34,3903,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,1Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,182,Gd,TA,PConc,Gd,TA,Av,ALQ,1030,Unf,0,272,1302,GasA,Ex,Y,SBrkr,1302,0,0,1302,1,0,1,1,1,1,Gd,5,Typ,1,Gd,Attchd,2005,RFn,2,631,TA,TA,Y,110,50,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2307,120,RL,41,6289,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,256,Gd,TA,PConc,Gd,TA,Av,ALQ,762,Unf,0,600,1362,GasA,Ex,Y,SBrkr,1362,0,0,1362,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,2,460,TA,TA,Y,192,28,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2308,120,RL,34,4590,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,108,Gd,TA,PConc,Gd,Gd,Mn,GLQ,24,Unf,0,1530,1554,GasA,Ex,Y,SBrkr,1554,0,0,1554,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,627,TA,TA,Y,156,73,0,0,0,0,NA,NA,NA,0,5,2007,CWD,Normal
+2309,120,RL,48,7841,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2005,2005,Hip,CompShg,MetalSd,MetalSd,BrkFace,394,Ex,TA,PConc,Ex,TA,No,GLQ,848,Unf,0,729,1577,GasA,Ex,Y,SBrkr,1577,0,0,1577,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2005,RFn,2,564,TA,TA,Y,203,39,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2310,120,RL,48,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,8,5,2006,2006,Hip,CompShg,MetalSd,MetalSd,BrkFace,176,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1300,1324,GasA,Ex,Y,SBrkr,1324,0,0,1324,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,Fin,2,550,TA,TA,Y,0,38,0,0,0,0,NA,NA,NA,0,9,2007,New,Partial
+2311,120,RL,48,3242,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,Wd Shng,Stone,235,Gd,TA,PConc,Gd,TA,No,GLQ,1000,Unf,0,405,1405,GasA,Ex,Y,SBrkr,1405,0,0,1405,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2003,RFn,2,478,TA,TA,Y,136,36,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2312,60,RL,59,15810,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,6,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,768,768,GasA,Ex,Y,SBrkr,768,728,0,1496,0,0,3,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Unf,2,572,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,5,2007,New,Partial
+2313,60,RL,65,10237,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,768,768,GasA,Ex,Y,SBrkr,768,768,0,1536,0,0,2,1,3,1,Gd,6,Typ,1,Gd,Attchd,2005,Fin,2,400,TA,TA,Y,100,38,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2314,60,RL,58,13204,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,Stone,44,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,608,608,GasA,Ex,Y,SBrkr,608,850,0,1458,0,0,2,0,3,1,Gd,6,Typ,0,NA,BuiltIn,2007,Fin,2,454,TA,TA,Y,100,33,0,0,0,0,NA,NA,NA,0,5,2007,New,Partial
+2315,60,RL,62,8857,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,738,738,GasA,Ex,Y,SBrkr,738,757,0,1495,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,2,440,TA,TA,Y,100,30,0,0,0,0,NA,NA,NA,0,3,2007,New,Partial
+2316,60,RL,63,9729,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,698,698,GasA,Ex,Y,SBrkr,698,1048,0,1746,1,0,2,1,3,1,Gd,6,Typ,1,Gd,BuiltIn,2007,Unf,3,350,TA,TA,Y,0,34,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial
+2317,20,RL,88,12216,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,1Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,918,Unf,0,408,1326,GasA,Ex,Y,SBrkr,1326,0,0,1326,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2005,Fin,2,388,TA,TA,Y,120,23,0,0,0,0,NA,NA,Shed,2000,6,2007,WD,Normal
+2318,60,RL,72,8229,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,22,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,752,752,GasA,Ex,Y,SBrkr,752,752,0,1504,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2007,Fin,2,440,TA,TA,Y,100,32,0,0,0,0,NA,NA,NA,0,12,2007,New,Partial
+2319,60,RL,64,7713,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,16,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,2,400,TA,TA,Y,100,24,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial
+2320,20,RL,64,7697,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,6,2007,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1246,1246,GasA,Ex,Y,SBrkr,1258,0,0,1258,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,RFn,2,462,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial
+2321,120,RL,NA,3621,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,8,5,2003,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,72,Gd,TA,PConc,Gd,TA,Gd,GLQ,1084,Unf,0,322,1406,GasA,Ex,Y,SBrkr,1589,0,0,1589,1,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,2003,Fin,3,630,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal
+2322,20,RL,53,3710,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1266,1266,GasA,Ex,Y,SBrkr,1266,0,0,1266,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2007,Fin,2,388,TA,TA,Y,100,16,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial
+2323,80,RL,65,16219,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,779,Unf,0,56,835,GasA,Ex,Y,SBrkr,1119,0,0,1119,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2004,Fin,2,437,TA,TA,Y,100,24,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2324,80,RL,87,11084,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,192,Unf,0,192,384,GasA,Ex,Y,SBrkr,744,630,0,1374,1,0,2,1,3,1,Gd,8,Typ,1,Gd,BuiltIn,2004,Fin,2,400,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Family
+2325,20,RL,59,10936,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1510,1510,GasA,Ex,Y,SBrkr,1525,0,0,1525,0,0,2,1,3,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,534,TA,TA,Y,100,18,0,0,0,0,NA,NA,NA,0,4,2007,New,Partial
+2326,80,RL,NA,11950,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Ex,Y,SBrkr,754,640,0,1394,0,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,2003,Fin,2,400,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal
+2327,60,RL,63,7875,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,847,847,GasA,Ex,Y,SBrkr,847,1101,0,1948,0,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2003,Fin,2,434,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2328,60,RL,NA,8740,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,574,Unf,0,280,854,GasA,Ex,Y,SBrkr,864,1131,0,1995,0,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2002,Fin,2,435,TA,TA,Y,264,48,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2329,60,RL,58,9487,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,520,Unf,0,395,915,GasA,Ex,Y,SBrkr,940,750,0,1690,1,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2000,RFn,2,442,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2330,60,RL,59,9649,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,941,941,GasA,Ex,Y,SBrkr,961,683,0,1644,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1999,RFn,2,460,TA,TA,Y,460,42,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2331,60,RL,100,12191,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1997,1998,Hip,CompShg,VinylSd,VinylSd,BrkFace,515,Gd,TA,PConc,Gd,TA,Av,GLQ,1181,Unf,0,598,1779,GasA,Ex,Y,SBrkr,1779,772,0,2551,1,0,2,1,4,1,Gd,8,Typ,2,TA,Attchd,1998,Fin,3,925,TA,TA,Y,76,61,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2332,60,RL,89,10557,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,9,5,1998,1998,Gable,CompShg,MetalSd,MetalSd,BrkFace,422,Gd,TA,PConc,Ex,TA,Gd,GLQ,672,Unf,0,736,1408,GasA,Ex,Y,SBrkr,1671,1407,0,3078,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1998,Fin,3,806,TA,TA,Y,108,87,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2333,60,RL,74,11002,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1999,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1048,Unf,0,341,1389,GasA,Ex,Y,SBrkr,1411,1171,0,2582,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1998,Fin,3,758,TA,TA,Y,286,60,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal
+2334,60,RL,83,10790,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,275,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1066,1066,GasA,Ex,Y,SBrkr,1108,1277,0,2385,0,0,2,1,4,1,Gd,8,Typ,1,TA,BuiltIn,1998,Fin,3,600,TA,TA,Y,120,38,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2335,60,RL,88,11762,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1992,1993,Gable,CompShg,VinylSd,VinylSd,BrkFace,309,Gd,TA,PConc,Ex,TA,No,GLQ,335,Unf,0,770,1105,GasA,Ex,Y,SBrkr,1105,1097,0,2202,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1992,RFn,2,517,TA,TA,Y,0,65,0,0,144,0,NA,NA,NA,0,9,2007,WD,Normal
+2336,60,RL,82,9044,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1996,1997,Gable,CompShg,VinylSd,VinylSd,BrkFace,526,Gd,Gd,PConc,Gd,TA,No,GLQ,1225,Unf,0,100,1325,GasA,Ex,Y,SBrkr,1335,1203,0,2538,0,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1996,RFn,3,933,TA,TA,Y,198,92,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2337,20,RL,75,9910,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Feedr,Norm,1Fam,1Story,7,6,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1369,1369,GasA,Ex,Y,SBrkr,1369,0,0,1369,0,0,2,0,3,1,Gd,5,Typ,0,NA,Attchd,2007,Unf,2,605,TA,TA,Y,0,203,0,0,0,0,NA,NA,NA,0,9,2007,New,Partial
+2338,20,RL,91,11830,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Feedr,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,164,Gd,TA,PConc,Gd,TA,No,GLQ,1220,Unf,0,322,1542,GasA,Ex,Y,SBrkr,1542,0,0,1542,1,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2007,Unf,3,852,TA,TA,Y,168,110,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial
+2339,20,RL,76,10612,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,248,Gd,TA,PConc,Gd,TA,Mn,GLQ,28,Unf,0,1496,1524,GasA,Gd,Y,SBrkr,1534,0,0,1534,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,Fin,2,484,TA,TA,Y,168,46,0,0,0,0,NA,NA,NA,0,1,2007,WD,Family
+2340,20,RL,98,12291,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,10,5,2007,2007,Hip,CompShg,CemntBd,CmentBd,BrkFace,754,Ex,TA,PConc,Ex,TA,Av,GLQ,1572,Unf,0,394,1966,GasA,Ex,Y,SBrkr,1966,0,0,1966,1,0,2,0,1,1,Ex,6,Typ,1,Gd,Attchd,2007,Fin,3,1092,TA,TA,Y,76,52,0,0,0,0,NA,NA,NA,0,10,2007,New,Partial
+2341,20,RL,85,9965,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Somerst,Feedr,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1528,1528,GasA,Ex,Y,SBrkr,1528,0,0,1528,0,0,3,2,3,1,Gd,6,Typ,1,TA,Attchd,2007,Unf,2,480,TA,TA,Y,0,228,0,0,0,0,NA,NA,NA,0,9,2007,New,Partial
+2342,20,RL,74,8847,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,148,Gd,TA,PConc,Gd,TA,Av,GLQ,769,Unf,0,769,1538,GasA,Ex,Y,SBrkr,1538,0,0,1538,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,2,484,TA,TA,Y,146,40,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal
+2343,20,RL,70,8251,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,143,Gd,TA,PConc,Gd,Gd,Av,GLQ,778,Unf,0,716,1494,GasA,Ex,Y,SBrkr,1506,0,0,1506,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2005,RFn,2,672,TA,TA,Y,192,35,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2344,60,RL,70,9605,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,982,982,GasA,Ex,Y,SBrkr,982,995,0,1977,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2006,RFn,3,574,TA,TA,Y,240,53,0,0,0,0,NA,NA,NA,0,7,2007,WD,Family
+2345,60,RL,75,8778,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1302,1302,GasA,Ex,Y,SBrkr,1302,528,0,1830,0,0,2,1,3,1,Gd,7,Typ,0,NA,BuiltIn,2006,RFn,3,859,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2346,20,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1314,1338,GasA,Ex,Y,SBrkr,1338,0,0,1338,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,RFn,2,598,TA,TA,Y,0,141,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial
+2347,20,FV,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1335,1335,GasA,Ex,Y,SBrkr,1335,0,0,1335,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,RFn,2,575,TA,TA,Y,0,210,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial
+2348,60,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,350,Unf,0,546,896,GasA,Ex,Y,SBrkr,896,896,0,1792,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2007,Fin,2,590,TA,TA,Y,184,96,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial
+2349,60,FV,81,10411,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,2Story,5,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,CBlock,Gd,TA,NA,Unf,0,Unf,0,725,725,GasA,Ex,Y,SBrkr,725,863,0,1588,0,0,3,0,3,1,Gd,8,Typ,0,NA,Attchd,2007,Unf,2,561,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial
+2350,60,FV,112,12217,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2007,2007,Hip,CompShg,WdShing,Wd Shng,NA,NA,Gd,TA,PConc,Ex,TA,Av,GLQ,745,Unf,0,210,955,GasA,Ex,Y,SBrkr,955,925,0,1880,1,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2007,Fin,3,880,TA,TA,Y,168,127,0,0,0,0,NA,NA,NA,0,12,2007,New,Partial
+2351,20,FV,84,10440,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,CemntBd,CmentBd,None,0,Ex,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1574,1574,GasA,Ex,Y,SBrkr,1584,0,0,1584,0,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2007,Fin,2,594,TA,TA,Y,0,256,0,0,0,0,NA,NA,NA,0,5,2007,New,Partial
+2352,20,FV,100,11824,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,298,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1685,1685,GasA,Ex,Y,SBrkr,1685,0,0,1685,0,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2006,Fin,3,658,TA,TA,Y,112,63,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2353,60,FV,85,10625,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,353,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1158,1158,GasA,Ex,Y,SBrkr,1158,1285,0,2443,0,0,2,1,4,1,Gd,9,Min2,1,Gd,BuiltIn,2004,RFn,3,744,TA,TA,Y,193,127,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2354,20,RL,63,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,6,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1100,1100,GasA,Ex,Y,SBrkr,1100,0,0,1100,0,0,1,1,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,136,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial
+2355,20,RL,63,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,1143,1143,GasA,Ex,Y,SBrkr,1143,0,0,1143,0,0,1,1,3,1,Gd,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,55,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal
+2356,20,RL,60,12450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,5,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,126,Gd,TA,PConc,Gd,TA,No,GLQ,729,Unf,0,365,1094,GasA,Ex,Y,SBrkr,1094,0,0,1094,1,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,2004,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2357,20,RL,65,7441,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,170,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1461,1461,GasA,Ex,Y,SBrkr,1486,0,0,1486,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2006,RFn,2,566,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2358,60,RL,NA,11613,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1993,1997,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,ALQ,480,Unf,0,384,864,GasA,Ex,Y,SBrkr,920,900,0,1820,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1993,RFn,2,492,TA,TA,Y,144,85,0,0,0,0,NA,GdPrv,NA,0,5,2007,WD,Normal
+2359,160,RL,50,8012,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,2Story,6,5,1980,1980,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,630,630,GasA,Ex,Y,SBrkr,630,636,0,1266,0,0,1,1,2,1,TA,5,Typ,2,TA,Attchd,1980,RFn,1,283,TA,TA,Y,340,0,0,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal
+2360,20,RL,64,6285,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,LwQ,138,Rec,351,405,894,GasA,TA,Y,SBrkr,894,0,0,894,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1979,Unf,1,308,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2361,20,RL,84,7476,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1968,1968,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,812,Unf,0,228,1040,GasA,TA,Y,SBrkr,1040,0,0,1040,1,0,1,1,3,1,TA,5,Typ,0,NA,Detchd,1991,Fin,2,686,TA,TA,Y,188,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2362,60,RL,NA,19522,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,2Story,7,5,1990,1990,Gable,CompShg,HdBoard,HdBoard,BrkFace,272,Gd,TA,PConc,Gd,TA,No,GLQ,727,Unf,0,496,1223,GasA,Gd,Y,SBrkr,1271,1232,0,2503,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1990,RFn,2,564,TA,TA,Y,0,99,0,0,182,0,NA,NA,NA,0,2,2007,WD,Normal
+2363,20,RL,44,10751,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,RRAe,Norm,1Fam,1Story,5,5,1974,1974,Gable,CompShg,Plywood,Plywood,BrkFace,44,TA,TA,CBlock,Fa,TA,Gd,ALQ,787,Unf,0,250,1037,GasA,TA,Y,SBrkr,1037,0,0,1037,1,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1974,RFn,2,431,TA,TA,Y,136,47,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2364,20,RL,43,12712,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,RRAe,Norm,1Fam,1Story,6,7,1973,2006,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Mn,ALQ,968,Unf,0,76,1044,GasA,TA,Y,SBrkr,1055,0,0,1055,1,0,1,0,2,1,Gd,5,Typ,1,TA,Attchd,1973,RFn,2,542,TA,TA,Y,455,0,0,0,0,0,NA,NA,NA,0,1,2007,WD,Abnorml
+2365,120,FV,45,4379,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,8,5,2004,2004,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,851,Unf,0,527,1378,GasA,Ex,Y,SBrkr,1378,0,0,1378,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2004,Fin,2,540,TA,TA,Y,160,56,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2366,120,FV,80,3523,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,Stone,30,Gd,TA,PConc,Gd,TA,No,GLQ,60,Unf,0,1081,1141,GasA,Ex,Y,SBrkr,1151,0,0,1151,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2006,Fin,2,484,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,2,2007,New,Partial
+2367,120,FV,32,3784,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,Stone,36,Gd,TA,PConc,Gd,TA,No,GLQ,60,Unf,0,1451,1511,GasA,Ex,Y,SBrkr,1565,0,0,1565,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2006,Fin,2,476,TA,TA,Y,0,120,0,0,0,0,NA,NA,NA,0,2,2007,New,Partial
+2368,120,FV,40,3606,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,Gd,No,GLQ,937,Unf,0,415,1352,GasA,Ex,Y,SBrkr,1352,0,0,1352,1,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2006,RFn,2,466,TA,TA,Y,0,241,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial
+2369,120,FV,30,5330,Pave,Pave,IR2,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1550,1550,GasA,Ex,Y,SBrkr,1550,0,0,1550,0,0,2,1,2,1,Gd,5,Typ,0,NA,Attchd,2007,Fin,2,528,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial
+2370,160,FV,24,2280,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,6,5,1999,1999,Gable,CompShg,MetalSd,MetalSd,BrkFace,342,TA,TA,PConc,Gd,TA,No,GLQ,565,Unf,0,179,744,GasA,Gd,Y,SBrkr,757,744,0,1501,1,0,2,1,3,1,TA,6,Typ,1,TA,Detchd,1999,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal
+2371,160,FV,24,2117,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,6,5,2000,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,216,Gd,TA,PConc,Gd,TA,No,GLQ,417,Unf,0,339,756,GasA,Ex,Y,SBrkr,769,804,0,1573,0,0,2,1,3,1,Gd,4,Typ,0,NA,Detchd,2000,Unf,2,440,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal
+2372,20,FV,73,7321,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,1999,2000,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1339,1339,GasA,Ex,Y,SBrkr,1358,0,0,1358,0,0,2,0,3,1,Gd,5,Typ,0,NA,Detchd,1999,Unf,2,625,TA,TA,Y,176,174,0,0,0,0,NA,NA,NA,0,12,2007,COD,Normal
+2373,60,FV,NA,8010,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2003,2004,Hip,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Ex,TA,No,GLQ,964,Unf,0,90,1054,GasA,Ex,Y,SBrkr,1072,976,0,2048,1,0,2,1,3,1,Gd,8,Typ,2,Gd,Detchd,2003,Unf,2,552,TA,TA,Y,0,48,0,0,180,0,NA,NA,NA,0,8,2007,WD,Normal
+2374,60,FV,106,8413,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,Ex,TA,Mn,GLQ,901,Unf,0,319,1220,GasA,Ex,Y,SBrkr,1220,1142,0,2362,1,0,2,1,3,1,Gd,8,Typ,2,TA,Attchd,1998,RFn,2,1105,Gd,TA,Y,147,0,36,0,144,0,NA,NA,NA,0,6,2007,WD,Normal
+2375,120,RL,50,9466,Pave,NA,IR2,Lvl,AllPub,FR2,Gtl,Veenker,Norm,Norm,TwnhsE,1Story,8,5,1994,1995,Gable,CompShg,BrkFace,BrkFace,None,0,Gd,TA,PConc,Gd,TA,Gd,LwQ,457,ALQ,1037,0,1494,GasA,Ex,Y,SBrkr,1494,0,0,1494,1,0,1,1,1,1,Gd,5,Typ,1,Gd,Attchd,1994,Fin,2,478,TA,TA,Y,0,30,0,0,217,0,NA,NA,NA,0,5,2007,WD,Normal
+2376,20,RL,80,12000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,1Story,7,6,1980,1980,Hip,CompShg,VinylSd,MetalSd,BrkFace,600,Gd,TA,CBlock,Gd,TA,No,GLQ,1732,Unf,0,270,2002,GasA,Ex,Y,SBrkr,2362,0,0,2362,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1980,RFn,2,546,Gd,TA,Y,180,16,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2377,20,RL,94,17778,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,1Story,8,5,1981,1981,Hip,CompShg,BrkFace,BrkFace,None,0,Gd,TA,CBlock,Gd,TA,Gd,ALQ,1632,Rec,829,0,2461,GasA,Gd,Y,SBrkr,2497,0,0,2497,1,0,2,0,2,1,Gd,7,Typ,2,Gd,Attchd,1981,RFn,2,676,TA,TA,Y,266,0,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2378,20,RL,78,11700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,1Story,6,6,1968,1968,Gable,CompShg,MetalSd,MetalSd,BrkFace,41,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,912,912,GasA,Ex,Y,SBrkr,1152,0,0,1152,1,0,1,1,3,1,TA,7,Typ,0,NA,Attchd,1968,RFn,2,412,TA,TA,Y,0,126,0,0,0,0,NA,NA,NA,0,9,2007,CWD,Normal
+2379,60,RL,80,8000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,PosA,Norm,1Fam,2Story,6,6,1970,1970,Gable,CompShg,VinylSd,VinylSd,BrkFace,525,TA,TA,CBlock,TA,TA,No,Rec,915,Unf,0,93,1008,GasA,TA,Y,SBrkr,1403,1008,0,2411,1,0,2,1,4,1,TA,8,Typ,1,Po,Attchd,1970,RFn,2,570,TA,TA,Y,0,192,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2380,85,RL,NA,8723,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,PosN,Norm,1Fam,SFoyer,6,6,1969,1969,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,Av,BLQ,973,Unf,0,0,973,GasA,Ex,Y,SBrkr,1082,0,0,1082,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1969,Unf,2,480,TA,TA,Y,160,0,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal
+2381,20,RL,130,11700,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1968,1968,Gable,CompShg,HdBoard,HdBoard,BrkFace,196,TA,TA,PConc,Gd,TA,No,ALQ,910,Unf,0,385,1295,GasA,Fa,Y,SBrkr,1295,0,0,1295,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1968,Fin,2,528,TA,TA,Y,0,194,0,0,200,0,NA,NA,NA,0,4,2007,WD,Normal
+2382,20,RL,108,11358,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,7,1972,1987,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,346,Unf,0,778,1124,GasA,TA,Y,SBrkr,1610,0,0,1610,0,0,2,0,3,1,Gd,8,Typ,1,TA,Attchd,1972,RFn,2,515,TA,TA,Y,202,0,0,0,256,0,NA,NA,NA,0,5,2007,WD,Normal
+2383,20,RL,80,9547,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,6,1993,1993,Gable,CompShg,VinylSd,VinylSd,BrkFace,112,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1594,1594,GasA,Ex,Y,SBrkr,1594,0,0,1594,0,0,2,0,2,1,Gd,6,Typ,1,TA,Attchd,1993,RFn,2,472,TA,TA,Y,190,80,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2384,60,RL,78,10530,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,6,1993,1993,Gable,CompShg,MetalSd,MetalSd,BrkFace,194,Gd,TA,PConc,Gd,TA,No,GLQ,819,Unf,0,329,1148,GasA,Ex,Y,SBrkr,1091,984,0,2075,1,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,1993,Unf,2,473,TA,TA,Y,235,86,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2385,20,RL,88,10738,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,7,1966,1966,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,792,Unf,0,301,1093,GasA,Gd,Y,SBrkr,1093,0,0,1093,1,0,2,0,3,1,TA,6,Typ,1,Fa,Attchd,1966,RFn,2,484,TA,TA,Y,224,0,0,0,0,0,NA,MnPrv,Shed,400,11,2007,WD,Normal
+2386,20,RL,80,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1963,1963,Gable,CompShg,HdBoard,HdBoard,BrkFace,203,TA,TA,CBlock,TA,TA,No,BLQ,617,Rec,264,171,1052,GasA,TA,Y,SBrkr,1052,0,0,1052,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1963,Fin,1,311,TA,TA,Y,0,133,0,0,0,0,NA,NA,NA,0,2,2007,COD,Normal
+2387,20,RL,70,8050,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1967,1993,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,474,BLQ,38,437,949,GasA,TA,Y,SBrkr,1107,0,0,1107,1,0,1,0,3,1,Gd,5,Typ,0,NA,Attchd,1967,RFn,1,308,TA,TA,Y,88,64,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2388,90,RL,NA,10899,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,4,5,1964,1964,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,SBrkr,1224,0,0,1224,0,0,2,0,2,2,TA,8,Typ,0,NA,CarPort,1964,Unf,3,530,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2389,20,RL,74,7450,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1956,1956,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,438,LwQ,206,250,894,GasA,Gd,Y,SBrkr,1074,0,0,1074,0,0,1,0,2,1,Gd,6,Min1,1,Gd,Detchd,1966,Unf,2,396,TA,TA,Y,0,72,0,0,0,0,NA,GdWo,NA,0,1,2007,WD,Normal
+2390,20,RL,NA,14357,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1961,1961,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,311,LwQ,167,386,864,GasA,TA,Y,SBrkr,1187,0,0,1187,1,0,1,0,2,1,TA,6,Typ,1,TA,Attchd,1961,RFn,2,440,TA,TA,Y,128,0,0,0,0,0,NA,NA,NA,0,8,2007,CWD,Normal
+2391,20,RL,76,8243,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1961,1961,Gable,CompShg,VinylSd,VinylSd,BrkFace,56,TA,Gd,CBlock,TA,TA,No,ALQ,700,Unf,0,264,964,GasA,Ex,Y,SBrkr,964,0,0,964,0,0,1,0,3,1,TA,5,Typ,1,Fa,Detchd,1985,Fin,2,784,TA,TA,Y,170,0,0,0,0,0,NA,GdPrv,NA,0,2,2007,WD,Normal
+2392,20,RL,70,8680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1960,1960,Hip,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,894,894,GasA,TA,Y,SBrkr,894,0,0,894,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1965,Unf,1,312,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal
+2393,20,RL,80,8800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,7,6,1966,1966,Hip,CompShg,HdBoard,Plywood,BrkFace,202,TA,TA,CBlock,TA,TA,No,BLQ,654,Unf,0,520,1174,GasA,Ex,Y,SBrkr,1200,0,0,1200,0,1,2,0,3,1,TA,6,Typ,1,TA,Attchd,1966,RFn,2,440,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,10,2007,CWD,Normal
+2394,80,RL,80,9200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,5,1965,1965,Gable,CompShg,HdBoard,HdBoard,BrkFace,98,TA,TA,CBlock,TA,TA,Gd,GLQ,494,Unf,0,548,1042,GasA,TA,Y,SBrkr,1042,0,0,1042,0,0,2,0,3,1,TA,5,Typ,0,NA,Attchd,1965,RFn,2,440,TA,TA,Y,192,0,0,0,0,0,NA,GdPrv,NA,0,5,2007,WD,Normal
+2395,60,RL,80,8800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,7,1964,1997,Gable,CompShg,MetalSd,MetalSd,BrkFace,306,TA,Gd,CBlock,TA,TA,No,ALQ,414,Unf,0,431,845,GasA,Ex,Y,SBrkr,845,1309,0,2154,0,0,2,1,5,1,TA,8,Typ,1,Gd,Attchd,1964,RFn,2,539,TA,TA,Y,0,0,0,0,161,0,NA,MnPrv,NA,0,7,2007,WD,Normal
+2396,20,RL,NA,11382,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1964,1964,Gable,CompShg,Wd Sdng,Plywood,BrkFace,212,TA,TA,CBlock,TA,TA,No,ALQ,54,Rec,543,533,1130,GasA,TA,Y,SBrkr,1374,0,0,1374,0,1,1,0,3,1,TA,7,Typ,1,TA,Attchd,1964,RFn,1,286,TA,TA,Y,0,28,84,0,0,0,NA,MnPrv,NA,0,8,2007,WD,Normal
+2397,20,RL,NA,22002,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1959,1991,Gable,CompShg,MetalSd,MetalSd,BrkFace,136,TA,Gd,CBlock,TA,TA,Mn,ALQ,1386,Unf,0,206,1592,GasA,Gd,Y,SBrkr,1652,0,0,1652,1,0,1,1,3,1,Gd,6,Typ,1,Gd,Attchd,1959,RFn,2,510,TA,TA,Y,0,0,0,0,201,0,NA,NA,NA,0,7,2007,WD,Normal
+2398,45,RL,85,12172,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Unf,5,7,1940,1996,Gable,CompShg,Wd Sdng,HdBoard,None,0,TA,TA,PConc,TA,TA,No,LwQ,130,Rec,259,433,822,GasA,TA,Y,SBrkr,908,0,0,908,0,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1975,Unf,2,512,TA,TA,Y,284,24,0,0,192,0,NA,MnPrv,NA,0,10,2007,WD,Normal
+2399,20,RL,50,5000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,3,3,1946,1950,Gable,CompShg,WdShing,Wd Shng,None,0,Fa,Fa,CBlock,Fa,Fa,No,LwQ,299,Unf,0,367,666,GasA,Fa,N,SBrkr,666,0,0,666,0,1,1,0,2,1,Gd,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,52,0,0,0,0,NA,MnPrv,NA,0,4,2007,WD,Normal
+2400,50,RL,51,3500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Feedr,Norm,1Fam,1.5Fin,3,5,1945,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,144,Unf,0,226,370,GasA,TA,N,FuseA,442,228,0,670,1,0,1,0,2,1,Fa,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,21,0,0,0,0,NA,MnPrv,Shed,2000,7,2007,WD,Normal
+2401,20,RL,50,5175,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Feedr,1Fam,1Story,5,8,1958,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,150,ALQ,404,254,808,GasA,Ex,Y,SBrkr,808,0,0,808,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1963,Unf,1,308,TA,TA,N,143,0,0,0,0,0,NA,NA,NA,0,7,2007,COD,Normal
+2402,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1955,1955,Hip,CompShg,HdBoard,HdBoard,BrkFace,176,TA,Gd,CBlock,TA,TA,No,BLQ,368,Unf,0,710,1078,GasA,Ex,Y,SBrkr,1150,0,0,1150,1,0,1,0,2,1,TA,6,Typ,0,NA,Attchd,1955,Fin,1,288,TA,TA,Y,0,0,0,0,175,0,NA,MnPrv,NA,0,10,2007,WD,Normal
+2403,90,RL,63,8668,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1968,1968,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1560,1560,GasA,TA,Y,SBrkr,1560,0,0,1560,0,0,2,0,4,2,TA,8,Typ,0,NA,Detchd,1968,Unf,3,792,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2404,85,RL,NA,10050,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SFoyer,5,6,1966,1966,Gable,CompShg,HdBoard,HdBoard,BrkFace,87,TA,TA,CBlock,TA,TA,Av,GLQ,602,Unf,0,191,793,GasA,Ex,Y,SBrkr,1280,0,0,1280,0,1,2,0,3,1,TA,6,Typ,1,TA,Basment,1966,Fin,2,432,TA,TA,Y,140,40,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2405,80,RL,100,9600,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,5,1961,1961,Hip,CompShg,WdShing,Wd Shng,BrkFace,291,TA,TA,CBlock,TA,TA,Av,ALQ,600,Unf,0,618,1218,GasA,TA,Y,SBrkr,1254,0,0,1254,1,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1961,RFn,2,525,TA,TA,Y,0,0,0,0,168,0,NA,NA,NA,0,5,2007,WD,Normal
+2406,20,RL,73,8760,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1957,1999,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,873,Unf,0,63,936,GasA,TA,Y,SBrkr,936,0,0,936,1,0,1,0,2,1,Gd,4,Typ,0,NA,Attchd,1957,RFn,1,315,TA,TA,Y,0,0,0,219,0,0,NA,NA,NA,0,9,2007,WD,Normal
+2407,20,RL,65,6860,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1956,1956,Gable,CompShg,Wd Sdng,Wd Sdng,BrkCmn,54,TA,TA,CBlock,TA,TA,No,GLQ,908,Unf,0,100,1008,GasA,Ex,Y,SBrkr,1008,0,0,1008,1,0,1,0,3,1,Fa,6,Typ,0,NA,Detchd,1964,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal
+2408,20,RL,60,8250,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1963,1963,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,288,Unf,0,765,1053,GasA,Gd,Y,SBrkr,1053,0,0,1053,1,0,1,0,3,1,Gd,6,Typ,0,NA,2Types,1994,RFn,2,692,TA,TA,Y,240,0,0,0,109,0,NA,NA,NA,0,7,2007,WD,Normal
+2409,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1960,1960,Hip,CompShg,HdBoard,HdBoard,BrkCmn,69,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1144,1144,GasA,TA,Y,SBrkr,1144,0,0,1144,0,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1960,RFn,1,336,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2410,20,RL,80,9736,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,6,1957,1969,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,289,TA,TA,CBlock,TA,TA,No,BLQ,668,Rec,138,525,1331,GasA,Gd,Y,SBrkr,1721,0,0,1721,0,0,1,0,4,1,TA,8,Typ,3,TA,Attchd,1957,Unf,2,464,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2411,20,RL,72,9770,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1957,1957,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,512,Unf,0,410,922,GasA,TA,Y,FuseA,922,0,0,922,1,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1957,Unf,1,308,TA,TA,Y,0,34,0,0,0,0,NA,GdWo,NA,0,4,2007,WD,Normal
+2412,20,RL,70,12198,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1955,1975,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,Av,Rec,780,Unf,0,424,1204,GasA,TA,Y,SBrkr,1411,0,0,1411,0,0,1,0,3,1,TA,7,Typ,1,TA,Attchd,1955,RFn,1,310,TA,TA,Y,278,82,0,0,0,0,NA,NA,NA,0,6,2007,COD,Normal
+2413,20,RL,75,10050,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1955,1955,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,288,Unf,0,928,1216,GasA,TA,Y,SBrkr,1216,0,0,1216,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1955,RFn,1,336,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2414,20,RL,60,11556,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,9,1953,2006,Gable,CompShg,VinylSd,MetalSd,None,0,TA,Ex,CBlock,TA,TA,No,BLQ,408,Unf,0,456,864,GasA,Gd,Y,SBrkr,1154,0,0,1154,0,0,1,1,3,1,Ex,6,Typ,0,NA,Detchd,1962,Unf,1,336,TA,TA,Y,63,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2415,90,RL,70,8078,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1958,1958,Hip,CompShg,Wd Sdng,Wd Sdng,Stone,260,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1560,1560,GasA,TA,Y,SBrkr,1560,0,0,1560,0,0,2,0,4,2,TA,8,Typ,0,NA,Detchd,1958,Unf,2,484,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal
+2416,20,RL,60,10950,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1952,1952,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,441,Unf,0,507,948,GasA,TA,Y,SBrkr,948,0,0,948,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1952,Unf,2,410,TA,TA,N,0,48,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2417,20,RL,68,7942,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1953,1953,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,85,ALQ,955,0,1040,GasA,TA,Y,FuseF,1040,0,0,1040,0,1,1,0,3,1,TA,6,Typ,0,NA,Attchd,1953,Fin,1,293,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal
+2418,20,RL,71,8540,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,8,1956,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,114,ALQ,691,120,925,GasA,TA,Y,SBrkr,925,0,0,925,1,0,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1956,Unf,1,252,TA,TA,Y,152,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2419,50,RL,55,7150,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,4,4,1955,1955,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Rec,150,Unf,0,1040,1190,GasA,Gd,Y,SBrkr,1040,500,0,1540,1,0,1,0,4,1,Fa,7,Typ,0,NA,Detchd,2002,Unf,1,352,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2420,20,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1955,1955,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,BLQ,793,Unf,0,130,923,GasA,TA,Y,SBrkr,925,0,0,925,1,0,1,0,3,1,TA,5,Typ,2,TA,Attchd,1955,Unf,1,390,TA,TA,Y,81,0,0,0,0,0,NA,GdWo,NA,0,3,2007,WD,Normal
+2421,20,RL,75,9532,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1953,1953,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,595,Rec,354,156,1105,GasA,Gd,Y,SBrkr,1647,0,0,1647,1,0,1,0,3,1,TA,6,Min1,1,Fa,Attchd,1953,Fin,1,280,TA,TA,Y,225,0,0,0,0,368,NA,GdPrv,NA,0,2,2007,WD,Normal
+2422,20,RL,NA,15783,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,5,5,1952,1952,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,292,Unf,0,632,924,GasA,TA,Y,SBrkr,924,0,0,924,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1952,Unf,1,420,TA,TA,Y,0,324,0,0,0,0,NA,MnPrv,Shed,400,6,2007,WD,Normal
+2423,50,RL,60,14190,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,4,7,1890,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,CBlock,Fa,TA,No,Unf,0,Unf,0,925,925,GasA,Gd,Y,SBrkr,1000,544,0,1544,0,0,2,0,3,1,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,231,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2424,50,RL,NA,12099,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,5,6,1953,2004,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,Fa,No,LwQ,198,Unf,0,1018,1216,GasA,Ex,Y,SBrkr,1216,0,512,1728,1,0,1,0,3,1,TA,7,Typ,1,Gd,Attchd,1953,Unf,1,371,TA,TA,Y,200,0,0,0,0,0,NA,GdWo,NA,0,6,2007,WD,Normal
+2425,70,RL,113,21281,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,5,4,1935,2007,Gable,CompShg,Wd Sdng,MetalSd,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,666,666,GasA,Gd,Y,SBrkr,1308,1778,0,3086,0,0,3,1,4,1,Gd,9,Min1,0,NA,BuiltIn,2007,Unf,3,1200,TA,TA,Y,0,208,290,0,156,0,NA,NA,NA,0,11,2007,WD,Family
+2426,50,RL,60,10284,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,4,7,1925,1993,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Mn,ALQ,1030,LwQ,66,55,1151,GasA,Ex,Y,SBrkr,845,436,0,1281,1,0,2,0,1,1,TA,6,Mod,0,NA,Detchd,1978,Unf,2,580,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Abnorml
+2427,70,RL,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,9,1895,1999,Gable,CompShg,Wd Sdng,HdBoard,None,0,TA,Gd,CBlock,Gd,TA,Av,Unf,0,Unf,0,736,736,GasA,Ex,Y,SBrkr,751,783,0,1534,0,0,1,1,3,1,Gd,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,112,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2428,80,RL,93,10090,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,7,5,1963,1999,Gable,CompShg,Plywood,Plywood,BrkFace,364,TA,TA,CBlock,TA,TA,Av,Rec,242,ALQ,483,0,725,GasA,TA,Y,SBrkr,1035,616,0,1651,0,1,2,0,4,1,TA,6,Typ,2,TA,BuiltIn,1963,Unf,1,276,TA,TA,Y,460,46,0,0,165,0,NA,MnPrv,NA,0,10,2007,WD,Normal
+2429,20,RL,75,8700,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1961,1961,Gable,CompShg,HdBoard,HdBoard,BrkFace,53,TA,TA,CBlock,TA,TA,No,ALQ,192,Unf,0,728,920,GasA,Gd,Y,SBrkr,888,0,0,888,0,1,1,0,3,1,TA,5,Typ,0,NA,Attchd,1961,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2007,COD,Abnorml
+2430,20,RL,66,8300,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1968,1968,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,86,TA,TA,CBlock,TA,TA,Mn,Rec,952,Unf,0,0,952,GasA,Gd,Y,SBrkr,952,0,0,952,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1968,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2431,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,3,1950,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,432,Unf,0,432,864,GasA,Fa,Y,FuseA,1238,0,0,1238,0,0,1,1,3,1,TA,6,Min2,1,TA,Attchd,1950,Unf,1,357,TA,TA,Y,0,171,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal
+2432,20,RL,NA,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1959,2003,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,GLQ,574,Unf,0,466,1040,GasA,Ex,Y,SBrkr,1040,0,0,1040,1,0,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1959,RFn,1,286,TA,TA,Y,0,0,0,0,0,0,NA,NA,Shed,0,7,2007,WD,Normal
+2433,20,RL,70,7315,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1958,1958,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Rec,625,Unf,0,545,1170,GasA,TA,Y,SBrkr,1170,0,0,1170,0,1,1,0,3,1,TA,6,Typ,1,TA,Attchd,1958,RFn,1,338,TA,TA,Y,0,0,0,0,225,0,NA,NA,NA,0,3,2007,WD,Normal
+2434,20,RL,70,7903,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1960,1960,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Rec,739,Unf,0,503,1242,GasA,Gd,Y,FuseA,1242,0,0,1242,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1960,RFn,1,324,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Family
+2435,20,RL,80,8000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1960,1960,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,BLQ,1098,Rec,154,125,1377,GasA,TA,Y,SBrkr,1377,0,0,1377,1,0,1,0,3,1,TA,6,Typ,2,TA,Attchd,1965,Unf,1,351,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,11,2007,WD,Normal
+2436,20,RL,70,7000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,6,1961,1961,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,SBrkr,925,0,0,925,0,0,1,0,3,1,TA,7,Typ,0,NA,Attchd,1961,Fin,1,300,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2437,20,RL,60,6600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosN,Norm,1Fam,1Story,5,5,1962,1962,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,110,BLQ,442,312,864,GasA,Gd,Y,SBrkr,864,0,0,864,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1962,Unf,1,294,TA,TA,Y,58,0,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal
+2438,85,RL,66,6760,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SFoyer,5,5,1962,1962,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,734,Unf,0,162,896,GasA,TA,Y,SBrkr,936,0,0,936,1,0,1,0,3,1,TA,6,Typ,1,Po,Attchd,1962,RFn,1,288,TA,TA,Y,24,90,160,0,0,0,NA,NA,NA,0,10,2007,WD,Normal
+2439,30,RM,60,6978,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,5,7,1926,1980,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,850,850,GasA,TA,Y,SBrkr,960,0,0,960,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1981,RFn,2,576,TA,TA,Y,0,0,116,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2440,50,RM,50,6000,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,6,6,1927,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Rec,276,Unf,0,569,845,GasA,TA,Y,SBrkr,866,430,0,1296,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1980,Unf,2,576,TA,TA,Y,0,0,175,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2441,30,RM,56,4480,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,1Story,5,5,1922,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,PConc,Fa,Fa,No,LwQ,782,Unf,0,240,1022,GasA,TA,N,FuseF,1022,0,0,1022,1,0,1,0,2,1,Fa,4,Typ,1,Gd,Detchd,1922,Unf,1,184,TA,Fa,N,0,122,20,0,0,0,NA,MnPrv,NA,0,2,2007,WD,Normal
+2442,30,RM,56,3153,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1920,1990,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,967,967,GasA,Gd,Y,SBrkr,967,0,0,967,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1920,Unf,1,180,Fa,TA,N,0,0,26,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2443,30,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,8,1940,1950,Gable,CompShg,VinylSd,VinylSd,Stone,279,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,808,808,GasA,Ex,Y,SBrkr,1072,0,0,1072,0,0,1,0,2,1,TA,5,Typ,2,Gd,Detchd,1940,Unf,2,379,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2444,50,RM,120,9000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,8,1900,2006,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,Fa,No,BLQ,130,Unf,0,550,680,GasA,Ex,Y,SBrkr,680,494,0,1174,0,0,1,0,2,1,Gd,6,Typ,1,Gd,Detchd,2000,Unf,2,576,TA,TA,Y,116,26,40,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal
+2445,50,RM,50,5925,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,4,6,1900,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Fa,TA,No,LwQ,122,Rec,448,0,570,GasA,Gd,N,SBrkr,761,380,0,1141,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1930,Unf,1,252,Fa,Fa,Y,0,0,96,0,0,0,NA,NA,NA,0,5,2007,ConLw,Normal
+2446,70,RM,57,9639,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,2Story,4,8,1900,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,1075,1075,GasA,Ex,Y,SBrkr,1156,642,0,1798,0,0,2,1,4,1,TA,7,Typ,0,NA,Detchd,1935,Unf,2,342,TA,TA,N,0,0,160,0,0,0,NA,MnPrv,NA,0,5,2007,WD,Normal
+2447,70,RM,NA,10337,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,8,9,1910,1999,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,725,725,GasA,Ex,N,SBrkr,909,863,0,1772,0,0,2,1,3,1,Gd,7,Typ,0,NA,Detchd,1992,Unf,2,816,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2007,WD,Normal
+2448,70,RM,53,9863,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,6,1927,1950,Gambrel,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,196,Rec,210,322,728,GasA,TA,Y,SBrkr,914,728,0,1642,0,1,1,1,4,1,TA,9,Typ,1,Gd,Detchd,1927,Unf,1,374,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2007,WD,Abnorml
+2449,70,RM,35,4571,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,7,1910,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,168,Unf,0,448,616,GasA,Ex,Y,SBrkr,616,616,0,1232,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1920,Unf,2,480,Fa,Fa,Y,280,0,143,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2450,50,RM,56,8398,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,6,8,1910,1990,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Gd,Gd,No,BLQ,259,Unf,0,667,926,GasA,TA,Y,SBrkr,991,659,0,1650,0,0,2,0,3,1,TA,6,Typ,0,NA,Detchd,1979,Unf,2,468,TA,TA,N,128,103,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal
+2451,70,RM,60,3600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,7,1930,2005,Gambrel,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,Fa,No,Rec,316,Unf,0,371,687,GasA,Gd,Y,SBrkr,687,671,0,1358,0,0,1,1,3,1,Gd,6,Typ,1,Gd,Detchd,2004,Unf,1,336,TA,TA,Y,0,32,0,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Partial
+2452,75,RM,75,13500,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,7,8,1879,1987,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,PConc,TA,TA,No,Unf,0,Unf,0,819,819,GasA,TA,Y,FuseA,1312,1142,0,2454,0,0,2,0,3,1,TA,8,Typ,1,Gd,Attchd,1950,Unf,2,576,TA,TA,N,0,148,150,0,0,0,NA,MnPrv,NA,0,2,2007,WD,Normal
+2453,20,RM,52,8626,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,6,1956,1956,Gable,CompShg,MetalSd,MetalSd,None,1,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,SBrkr,968,0,0,968,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1956,Unf,1,331,Fa,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2454,80,RM,76,11800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,SLvl,4,7,1949,2002,Gable,CompShg,Stucco,Wd Sdng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,1382,0,0,1382,0,0,2,0,1,1,TA,6,Mod,1,TA,Attchd,1957,RFn,1,384,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2455,40,RL,55,6854,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,BrkSide,Norm,Norm,1Fam,1Story,5,7,1925,1994,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,PConc,TA,TA,No,LwQ,317,Rec,227,212,756,GasA,TA,N,FuseA,916,144,0,1060,1,0,1,0,1,1,TA,6,Mod,1,Gd,Detchd,1969,Unf,1,308,Fa,TA,Y,0,65,0,0,150,0,NA,NA,NA,0,8,2007,WD,Normal
+2456,50,RM,55,8674,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,BrkSide,RRNn,Artery,1Fam,1.5Fin,5,6,1950,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Fa,TA,No,Rec,910,Unf,0,0,910,GasA,TA,Y,SBrkr,910,525,0,1435,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1950,Unf,1,308,TA,TA,Y,0,33,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2457,50,RM,50,6125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,7,1939,1998,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,306,Unf,0,422,728,GasA,Ex,Y,SBrkr,728,546,0,1274,0,0,2,0,3,1,TA,6,Typ,0,NA,Detchd,1939,Unf,1,224,Fa,TA,Y,0,0,192,0,0,0,NA,NA,NA,0,3,2007,CWD,Normal
+2458,70,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,2Story,6,6,1939,1950,Gable,CompShg,MetalSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,Mn,Rec,276,Unf,0,324,600,GasA,Ex,Y,SBrkr,608,624,0,1232,0,0,1,1,3,1,TA,6,Typ,2,TA,Attchd,1939,Unf,1,217,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,2,2007,WD,Normal
+2459,45,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Unf,5,7,1939,1950,Gable,CompShg,AsbShng,AsbShng,None,0,Gd,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,884,884,GasA,Ex,Y,SBrkr,884,0,0,884,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1939,Unf,1,240,TA,TA,Y,0,0,136,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal
+2460,50,RM,NA,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,5,1938,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,52,Unf,0,809,861,GasA,Gd,Y,SBrkr,861,548,0,1409,1,0,1,1,3,1,TA,6,Typ,1,Gd,Detchd,1968,Unf,2,528,TA,TA,Y,225,0,84,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2461,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,8,1939,1952,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,TA,TA,No,Rec,48,Unf,0,624,672,GasA,Ex,Y,SBrkr,899,423,0,1322,1,0,1,0,4,1,TA,7,Typ,0,NA,Detchd,1939,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal
+2462,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,7,1930,1992,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,966,966,GasA,Ex,Y,SBrkr,1014,412,0,1426,0,0,1,0,3,1,TA,6,Typ,1,Gd,Detchd,1930,Unf,1,230,Fa,TA,Y,174,0,96,0,0,0,NA,GdPrv,NA,0,7,2007,WD,Normal
+2463,50,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,6,1926,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,351,Unf,0,405,756,GasA,Gd,Y,FuseA,903,378,0,1281,1,0,1,0,2,1,Gd,6,Typ,0,NA,Detchd,1926,Unf,2,379,TA,TA,Y,25,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2464,70,RM,47,7755,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,8,1918,1995,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,1100,1100,GasA,Ex,Y,FuseA,1100,1164,0,2264,0,0,2,1,4,1,TA,8,Typ,0,NA,Detchd,1950,Unf,1,408,TA,TA,Y,0,152,0,0,0,0,NA,MnPrv,NA,0,5,2007,WD,Normal
+2465,50,RL,60,8850,Pave,Pave,Reg,Bnk,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,7,1920,1950,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,Gd,PConc,TA,TA,No,Unf,0,Unf,0,768,768,GasA,Ex,Y,SBrkr,752,624,0,1376,0,0,1,0,3,1,Gd,7,Typ,0,NA,Detchd,1977,Unf,2,576,TA,TA,P,0,54,144,0,0,0,NA,NA,NA,0,2,2007,WD,Normal
+2466,50,RL,60,8550,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Norm,1Fam,1.5Fin,5,5,1926,1950,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Fa,TA,No,Unf,0,Unf,0,750,750,GasA,TA,Y,SBrkr,960,356,0,1316,0,0,1,0,4,1,TA,7,Typ,0,NA,Detchd,1965,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2007,ConLw,Family
+2467,70,RM,NA,5700,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,OldTown,Feedr,Norm,1Fam,2Story,7,6,1929,1990,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,No,Rec,336,Unf,0,336,672,GasA,Gd,N,FuseA,672,672,0,1344,1,0,1,1,3,1,Gd,6,Typ,1,Gd,Attchd,1979,Unf,2,456,TA,TA,Y,0,0,70,0,0,0,NA,GdPrv,NA,0,9,2007,WD,Normal
+2468,45,RM,40,5680,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,4,1901,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,592,592,GasA,TA,N,FuseA,933,240,0,1173,0,0,2,0,3,1,TA,7,Typ,0,NA,Detchd,1920,Unf,1,240,TA,Fa,Y,0,25,77,0,0,0,NA,MnPrv,NA,0,9,2007,WD,AdjLand
+2469,50,RM,40,5680,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,3,1901,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,969,969,GasA,TA,N,FuseA,969,245,0,1214,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1920,Unf,1,216,TA,TA,N,0,0,77,0,0,0,NA,MnPrv,NA,0,9,2007,WD,AdjLand
+2470,80,RM,120,13200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,SLvl,6,6,1963,1963,Gable,CompShg,HdBoard,HdBoard,BrkFace,234,TA,TA,CBlock,TA,TA,No,BLQ,375,Unf,0,366,741,GasA,Fa,Y,SBrkr,1497,797,0,2294,0,0,3,0,5,1,TA,9,Typ,1,Gd,Attchd,1963,Unf,2,658,TA,TA,Y,0,110,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2471,60,RM,60,9780,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,7,9,1950,2005,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Ex,CBlock,TA,TA,No,LwQ,354,Rec,398,224,976,GasA,Ex,Y,SBrkr,976,976,0,1952,0,0,1,1,4,1,Gd,8,Typ,2,TA,Detchd,1950,Fin,1,299,TA,TA,Y,285,0,0,0,216,0,NA,NA,NA,0,4,2007,WD,Normal
+2472,50,RM,60,10320,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,5,1915,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,Fa,No,LwQ,375,Unf,0,763,1138,GasA,Gd,Y,SBrkr,1138,1042,0,2180,0,0,1,1,3,1,TA,7,Typ,1,Gd,Detchd,2006,Unf,2,720,TA,TA,N,0,0,170,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2473,190,RM,52,4330,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,2fmCon,1.5Fin,4,6,1958,1958,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Fa,TA,No,Rec,681,ALQ,127,0,808,GasA,TA,Y,SBrkr,838,477,0,1315,1,0,2,0,3,1,TA,5,Typ,0,NA,Detchd,1958,RFn,2,436,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2007,COD,Abnorml
+2474,50,RM,60,10320,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Artery,Norm,1Fam,1.5Fin,4,1,1910,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Fa,Fa,CBlock,TA,Fa,No,Unf,0,Unf,0,771,771,GasA,Fa,Y,SBrkr,866,504,114,1484,0,0,2,0,3,1,TA,6,NA,0,NA,Detchd,1910,Unf,1,264,TA,Fa,N,14,211,0,0,84,0,NA,NA,NA,0,9,2007,COD,Abnorml
+2475,70,RL,107,12888,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,2Story,7,8,1937,1980,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,288,Unf,0,717,1005,GasA,TA,Y,SBrkr,1262,1005,0,2267,1,0,1,1,3,1,TA,7,Typ,2,Gd,Attchd,1937,Fin,2,498,TA,TA,Y,521,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2476,190,RL,59,4484,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,SWISU,Norm,Norm,2fmCon,1.5Fin,5,6,1942,1979,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,485,Unf,0,187,672,GasA,TA,N,SBrkr,778,504,0,1282,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1942,Unf,1,240,TA,TA,Y,0,88,0,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal
+2477,190,RL,75,11235,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,2fmCon,SFoyer,5,5,1963,1963,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Av,ALQ,925,Unf,0,0,925,GasA,TA,Y,SBrkr,999,0,0,999,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1963,Unf,1,308,TA,TA,Y,40,176,0,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Normal
+2478,85,RL,75,11235,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SFoyer,5,5,1964,1980,Gable,CompShg,HdBoard,HdBoard,BrkFace,30,TA,TA,CBlock,Gd,TA,Av,BLQ,785,Unf,0,635,1420,GasA,Gd,Y,SBrkr,1452,0,0,1452,1,0,1,0,2,1,TA,6,Min2,1,TA,Detchd,1964,Unf,2,572,TA,TA,Y,92,0,88,0,0,0,NA,NA,NA,0,11,2007,WD,Normal
+2479,20,RL,62,14299,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,4,3,1964,1964,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,513,LwQ,144,348,1005,GasA,TA,Y,SBrkr,1005,0,0,1005,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1964,Unf,2,440,TA,TA,N,0,0,0,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal
+2480,80,RL,65,14149,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,5,8,1964,2001,Hip,CompShg,HdBoard,HdBoard,BrkFace,50,Gd,Gd,CBlock,TA,TA,Gd,LwQ,68,BLQ,722,190,980,GasA,TA,Y,SBrkr,1020,0,0,1020,0,1,2,0,3,1,TA,5,Typ,1,Po,Detchd,1970,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2481,20,RL,NA,11677,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,4,1966,1966,Gable,CompShg,HdBoard,HdBoard,BrkFace,442,TA,TA,CBlock,TA,TA,Av,Rec,249,BLQ,761,30,1040,GasA,TA,Y,SBrkr,1040,0,0,1040,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1966,RFn,1,264,TA,TA,Y,0,90,0,0,0,0,NA,MnPrv,NA,0,2,2007,WD,Normal
+2482,190,RL,70,8425,Pave,NA,Reg,Lvl,AllPub,FR3,Gtl,Sawyer,Feedr,Norm,2fmCon,1Story,5,6,1971,1990,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,748,Unf,0,20,768,GasA,Gd,Y,SBrkr,868,0,0,868,1,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1989,Unf,2,576,TA,TA,Y,138,0,0,0,0,0,NA,GdPrv,NA,0,5,2007,WD,Normal
+2483,20,RL,86,8665,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1968,1968,Gable,CompShg,HdBoard,HdBoard,BrkFace,89,TA,TA,CBlock,TA,TA,Mn,Rec,168,BLQ,288,420,876,GasA,TA,Y,SBrkr,897,0,0,897,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1968,RFn,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal
+2484,20,RL,NA,8398,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1967,1967,Gable,CompShg,MetalSd,MetalSd,BrkFace,323,TA,Gd,CBlock,TA,TA,No,LwQ,114,BLQ,529,300,943,GasA,TA,Y,SBrkr,943,0,0,943,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1972,Unf,2,528,TA,TA,Y,132,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2485,20,RL,NA,8169,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,7,1966,1966,Gable,CompShg,Plywood,Plywood,None,0,TA,Gd,CBlock,TA,TA,No,Rec,216,ALQ,435,261,912,GasA,Ex,Y,SBrkr,912,0,0,912,1,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1966,Unf,1,315,TA,TA,Y,204,0,0,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal
+2486,20,RL,81,14175,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,Sawyer,PosA,Norm,1Fam,1Story,5,5,1956,1998,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Rec,386,ALQ,522,332,1240,GasA,Gd,Y,SBrkr,1375,0,0,1375,1,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1956,Unf,1,323,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal
+2487,60,RL,99,16779,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,2Story,5,4,1920,1996,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,356,TA,Fa,CBlock,Gd,TA,No,BLQ,267,Unf,0,404,671,GasA,Fa,Y,SBrkr,1567,1087,0,2654,0,0,3,0,4,1,TA,11,Mod,1,Gd,Attchd,1946,Unf,2,638,TA,TA,Y,128,570,0,0,0,0,NA,NA,Shed,500,5,2007,WD,Normal
+2488,50,RL,70,6960,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1.5Fin,7,8,1940,1998,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,258,Unf,0,422,680,GasA,Ex,Y,FuseA,798,504,0,1302,0,0,1,1,2,1,Gd,6,Typ,2,Gd,Attchd,1940,Unf,1,224,TA,TA,Y,0,0,0,0,126,0,NA,MnPrv,NA,0,7,2007,WD,Normal
+2489,20,RL,91,11375,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,6,5,1954,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,736,Unf,0,231,967,GasA,TA,Y,SBrkr,1299,0,0,1299,0,0,1,0,3,1,Gd,6,Typ,1,TA,Attchd,1954,Unf,2,494,TA,TA,Y,81,0,280,0,0,0,NA,NA,NA,0,10,2007,WD,Normal
+2490,20,RL,85,13770,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,6,1958,1998,Gable,CompShg,Plywood,Plywood,BrkFace,340,TA,TA,CBlock,TA,TA,Mn,Rec,190,BLQ,873,95,1158,GasA,TA,Y,SBrkr,1176,0,0,1176,1,0,1,0,3,1,TA,6,Typ,2,Gd,Attchd,1958,Unf,1,303,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2007,NA,Normal
+2491,20,RL,NA,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,4,7,1945,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Fa,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,FuseA,998,0,0,998,0,0,1,0,3,1,TA,5,Min2,0,NA,2Types,1952,Unf,2,460,Fa,TA,Y,0,0,140,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2492,20,RL,NA,11075,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,ClearCr,Norm,Norm,1Fam,1Story,6,5,1984,1984,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,136,TA,TA,PConc,Gd,TA,No,BLQ,299,LwQ,891,0,1190,GasA,Ex,Y,SBrkr,1522,0,0,1522,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1984,Fin,2,552,TA,TA,Y,0,77,0,0,168,0,NA,GdPrv,NA,0,2,2007,WD,Normal
+2493,20,RL,NA,17541,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,7,1948,2005,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,CBlock,TA,Gd,Mn,BLQ,300,Unf,0,109,409,GasA,Ex,Y,SBrkr,1325,0,0,1325,0,0,2,0,3,1,Gd,6,Typ,1,TA,Detchd,1996,Unf,2,576,TA,TA,Y,0,42,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2494,20,RL,NA,22692,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,1953,1953,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,587,Unf,0,486,1073,GasA,TA,Y,SBrkr,1630,0,0,1630,0,0,2,0,3,1,TA,6,Mod,1,TA,Detchd,1953,Unf,2,649,TA,TA,P,0,64,0,0,0,0,NA,NA,NA,0,3,2007,COD,Normal
+2495,20,RL,84,17808,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Feedr,Norm,1Fam,1Story,4,5,1946,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,484,484,GasA,TA,N,SBrkr,1242,0,0,1242,0,0,1,0,2,1,TA,4,Mod,0,NA,Attchd,1946,Unf,1,336,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2496,20,RL,102,12671,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,ClearCr,Norm,Norm,1Fam,1Story,6,7,1954,1994,Hip,CompShg,MetalSd,MetalSd,Stone,300,TA,Gd,CBlock,Gd,Fa,No,LwQ,353,Unf,0,935,1288,GasA,Ex,Y,SBrkr,2422,0,0,2422,0,0,3,0,4,1,Gd,6,Min2,2,Gd,Attchd,1954,Fin,2,527,TA,TA,Y,0,63,0,0,144,0,NA,NA,NA,0,7,2007,WD,Normal
+2497,50,RL,70,10512,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,6,1954,1954,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,491,Unf,0,497,988,GasA,Ex,Y,SBrkr,988,638,0,1626,0,0,1,1,3,1,Gd,6,Typ,0,NA,Attchd,1954,Unf,1,332,TA,TA,Y,366,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2498,20,RL,60,5400,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1Story,5,5,1958,1958,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,453,Unf,0,411,864,GasA,TA,Y,SBrkr,864,0,0,864,0,1,1,0,3,1,TA,6,Typ,0,NA,Attchd,1958,Unf,1,399,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2499,30,RL,NA,11515,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1958,1994,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,SBrkr,943,0,0,943,0,0,1,0,3,1,Gd,5,Min2,0,NA,Detchd,1958,Unf,1,308,TA,TA,N,0,0,60,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2500,120,RL,39,3869,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,Edwards,Norm,Norm,TwnhsE,1Story,5,6,1984,1984,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,149,Gd,Ex,CBlock,TA,TA,No,LwQ,283,GLQ,755,0,1038,GasA,Gd,Y,SBrkr,1038,0,0,1038,0,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1984,RFn,1,264,TA,TA,Y,0,105,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2501,20,RL,58,9280,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1951,1951,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Fa,TA,No,ALQ,557,Unf,0,785,1342,GasA,Ex,Y,SBrkr,1342,0,0,1342,1,0,1,0,4,1,TA,7,Typ,0,NA,Detchd,1951,Unf,1,256,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2502,50,RL,60,11100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,6,1951,1994,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,Mn,LwQ,1080,Unf,0,0,1080,GasA,TA,N,SBrkr,1080,400,0,1480,1,0,1,0,4,1,TA,7,Typ,1,Gd,Attchd,1951,Unf,1,253,TA,TA,Y,0,0,68,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2503,50,RL,50,7550,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,4,5,1920,1950,Gambrel,CompShg,MetalSd,MetalSd,None,0,Fa,Fa,BrkTil,TA,Fa,No,Unf,0,Unf,0,951,951,GasW,Fa,N,SBrkr,986,376,0,1362,0,0,2,0,4,1,TA,7,Typ,0,NA,Detchd,1920,Unf,1,280,Fa,TA,P,0,0,0,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Normal
+2504,50,RL,104,23920,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,1Fam,1.5Fin,6,5,1984,1984,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1105,1105,GasA,Ex,Y,SBrkr,1105,717,0,1822,0,0,2,0,4,1,Gd,7,Min2,1,Po,Attchd,1984,Unf,2,515,TA,TA,P,0,195,1012,0,0,444,NA,NA,NA,0,4,2007,WD,Normal
+2505,60,RL,75,9317,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1994,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,Gd,Gd,No,GLQ,497,Unf,0,282,779,GasA,Ex,Y,SBrkr,1029,929,0,1958,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1994,RFn,2,499,TA,TA,Y,202,93,0,0,0,0,NA,NA,NA,0,7,2007,CWD,Normal
+2506,20,RL,71,9178,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,306,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1643,1643,GasA,Ex,Y,SBrkr,1651,0,0,1651,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,Fin,3,870,TA,TA,Y,204,64,0,0,0,0,NA,NA,NA,0,9,2007,New,Partial
+2507,20,RL,93,10481,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2006,2007,Hip,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,2140,2140,GasA,Ex,Y,SBrkr,2140,0,0,2140,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2006,Fin,3,894,TA,TA,Y,136,32,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial
+2508,20,RL,66,10235,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,306,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1643,1643,GasA,Ex,Y,SBrkr,1651,0,0,1651,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,RFn,3,870,TA,TA,Y,192,64,0,0,0,0,NA,NA,NA,0,9,2007,New,Partial
+2509,20,RL,75,11750,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,204,Gd,TA,PConc,Gd,TA,Mn,GLQ,20,Unf,0,1526,1546,GasA,Ex,Y,SBrkr,1546,0,0,1546,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,3,796,TA,TA,Y,144,42,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2510,20,RL,73,8760,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,132,Gd,TA,PConc,Gd,TA,No,GLQ,36,Unf,0,1453,1489,GasA,Ex,Y,SBrkr,1500,0,0,1500,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2005,RFn,2,674,TA,TA,Y,144,38,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2511,20,RL,64,7242,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1270,1270,GasA,Ex,Y,SBrkr,1270,0,0,1270,0,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2005,RFn,2,524,TA,TA,Y,0,96,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2512,60,RL,78,9316,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,879,879,GasA,Ex,Y,SBrkr,879,916,0,1795,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,2,578,TA,TA,Y,164,111,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal
+2513,60,RL,NA,8883,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1988,1988,Gable,CompShg,HdBoard,HdBoard,BrkFace,360,Gd,TA,PConc,Gd,TA,No,GLQ,608,LwQ,321,0,929,GasA,Ex,Y,SBrkr,946,927,0,1873,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1988,RFn,2,619,TA,TA,Y,108,48,0,0,144,0,NA,GdPrv,NA,0,5,2007,WD,Normal
+2514,20,RL,155,20064,Pave,NA,IR1,Low,AllPub,Inside,Sev,ClearCr,Norm,Norm,1Fam,1Story,8,6,1976,1976,Shed,WdShngl,Wd Sdng,Wd Sdng,None,0,Gd,TA,CBlock,Gd,Gd,Gd,LwQ,51,GLQ,915,0,966,GasA,Ex,Y,SBrkr,1743,0,0,1743,2,0,0,1,0,1,Gd,5,Typ,2,Fa,Attchd,1976,Fin,2,529,TA,TA,Y,646,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2515,20,RL,NA,14217,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1994,1994,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,550,Unf,0,472,1022,GasA,Gd,Y,SBrkr,1022,0,0,1022,0,1,1,0,3,1,TA,6,Typ,0,NA,Detchd,1995,Unf,2,747,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2516,60,RL,57,10021,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,6,1997,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,TA,No,GLQ,539,Unf,0,96,635,GasA,Ex,Y,SBrkr,646,662,0,1308,1,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,1997,RFn,2,497,TA,TA,Y,142,54,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2517,20,RL,60,8428,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,7,1994,1994,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,Gd,No,GLQ,420,Unf,0,570,990,GasA,Ex,Y,SBrkr,990,0,0,990,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1995,Unf,1,384,TA,TA,Y,256,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2518,20,RL,70,16561,Pave,NA,IR2,Low,AllPub,Inside,Mod,CollgCr,Norm,Norm,1Fam,1Story,5,5,1996,1996,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,549,Unf,0,548,1097,GasA,Ex,Y,SBrkr,1097,0,0,1097,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1996,Unf,1,242,TA,TA,Y,306,0,0,0,0,0,NA,GdPrv,NA,0,7,2007,WD,Normal
+2519,60,RL,47,10820,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,342,Unf,0,646,988,GasA,Ex,Y,SBrkr,988,885,0,1873,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1999,RFn,2,597,TA,TA,Y,202,123,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2520,60,RL,43,12352,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1998,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,290,Gd,TA,PConc,Gd,TA,No,GLQ,638,Unf,0,215,853,GasA,Ex,Y,SBrkr,853,900,0,1753,1,0,2,1,3,1,TA,7,Typ,1,Fa,Attchd,1998,RFn,2,534,TA,TA,Y,0,74,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2521,60,RL,68,9543,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,845,845,GasA,Ex,Y,SBrkr,845,845,0,1690,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2001,RFn,2,517,TA,TA,Y,0,103,0,0,0,0,NA,NA,NA,0,2,2007,WD,Normal
+2522,60,RL,NA,8826,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,144,Gd,TA,PConc,Gd,TA,No,GLQ,841,Unf,0,144,985,GasA,Ex,Y,SBrkr,985,857,0,1842,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2000,Fin,2,486,TA,TA,Y,193,96,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2523,20,RL,97,11800,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1974,1974,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Av,BLQ,663,Unf,0,201,864,GasA,TA,Y,SBrkr,894,0,0,894,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1974,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Family
+2524,80,RL,59,8660,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,SLvl,5,5,1976,1976,Gable,CompShg,VinylSd,VinylSd,BrkFace,113,TA,Gd,CBlock,Gd,TA,Av,GLQ,502,Unf,0,513,1015,GasA,TA,Y,SBrkr,1025,0,0,1025,0,0,2,0,3,1,TA,6,Typ,1,Fa,Detchd,1979,Unf,2,370,TA,TA,Y,127,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2525,80,RL,72,9720,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,SLvl,5,7,1977,1977,Gable,CompShg,Plywood,VinylSd,BrkFace,51,TA,TA,CBlock,TA,NA,Av,ALQ,755,Unf,0,240,995,GasA,TA,Y,SBrkr,1009,0,0,1009,0,0,2,0,3,1,TA,6,Typ,1,Fa,Detchd,1977,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal
+2526,20,RL,45,8982,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1977,1977,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Av,ALQ,539,Unf,0,501,1040,GasA,TA,Y,SBrkr,1040,0,0,1040,0,0,1,1,3,1,TA,5,Typ,0,NA,Detchd,1977,Unf,2,748,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,1,2007,WD,Normal
+2527,20,RL,39,16300,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,4,1977,1977,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Av,Rec,60,BLQ,417,399,876,GasA,TA,Y,SBrkr,907,0,0,907,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1977,RFn,1,308,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,1,2007,WD,Normal
+2528,20,RL,75,9675,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1975,1975,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,330,Rec,432,102,864,GasA,TA,Y,SBrkr,879,0,0,879,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1975,Unf,2,440,TA,TA,Y,0,80,0,0,0,0,NA,NA,NA,0,9,2007,Con,Normal
+2529,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1972,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,671,Unf,0,193,864,GasA,Gd,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,Ex,5,Typ,0,NA,Detchd,1977,Fin,2,576,Gd,Ex,Y,155,0,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal
+2530,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,4,8,1972,2006,Gable,CompShg,Plywood,Plywood,None,0,TA,Gd,CBlock,TA,TA,No,Rec,385,Unf,0,0,385,GasA,Gd,Y,SBrkr,875,0,0,875,0,0,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1975,Unf,2,728,TA,TA,Y,352,0,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal
+2531,20,RL,NA,11354,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,TA,TA,Gd,GLQ,1412,Unf,0,261,1673,GasA,Ex,Y,SBrkr,1673,0,0,1673,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,2000,RFn,2,583,TA,TA,Y,306,113,0,0,116,0,NA,NA,NA,0,1,2007,WD,Normal
+2532,60,RL,70,8749,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,654,Unf,0,325,979,GasA,Ex,Y,SBrkr,992,940,0,1932,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2003,RFn,2,610,TA,TA,Y,0,120,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2533,60,RL,65,8158,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,214,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,860,860,GasA,Ex,Y,SBrkr,860,869,0,1729,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2002,Fin,2,542,TA,TA,Y,386,63,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2534,20,RL,73,11927,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,1994,1995,Hip,CompShg,HdBoard,HdBoard,BrkFace,519,Gd,TA,PConc,Gd,TA,Gd,BLQ,408,GLQ,465,683,1556,GasA,Ex,Y,SBrkr,1592,0,0,1592,0,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1994,Fin,2,484,TA,TA,Y,120,35,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2535,60,RL,NA,12728,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,256,Gd,TA,PConc,Gd,TA,Mn,GLQ,1198,Unf,0,333,1531,GasA,Ex,Y,SBrkr,1531,908,0,2439,1,0,2,1,4,1,Gd,7,Typ,1,TA,Attchd,2001,Fin,2,560,TA,TA,Y,184,121,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal
+2536,60,RL,NA,15295,Pave,NA,IR3,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1996,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,254,Gd,TA,PConc,Gd,TA,Mn,GLQ,762,Unf,0,98,860,GasA,Ex,Y,SBrkr,1212,780,0,1992,1,0,2,1,3,1,Gd,7,Min2,2,TA,Attchd,1996,RFn,2,608,TA,TA,Y,225,32,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2537,20,RL,73,17227,Pave,NA,IR2,Lvl,AllPub,CulDSac,Mod,CollgCr,Norm,Norm,1Fam,1Story,8,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,158,Gd,TA,PConc,Gd,TA,Gd,GLQ,915,Unf,0,426,1341,GasA,Ex,Y,SBrkr,1341,0,0,1341,1,0,1,1,1,1,Gd,5,Typ,1,TA,Attchd,1999,RFn,2,482,TA,TA,Y,240,84,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal
+2538,60,RL,70,8145,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,738,738,GasA,Ex,Y,SBrkr,738,738,0,1476,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2007,RFn,2,552,TA,TA,Y,0,35,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial
+2539,20,RL,65,8769,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,709,Unf,0,460,1169,GasA,Ex,Y,SBrkr,1190,0,0,1190,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2005,RFn,2,578,TA,TA,Y,100,41,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal
+2540,20,RL,64,8334,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,6,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1330,1330,GasA,Ex,Y,SBrkr,1330,0,0,1330,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2006,Fin,2,437,TA,TA,Y,0,23,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial
+2541,60,RL,64,8333,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,738,738,GasA,Gd,Y,SBrkr,738,753,0,1491,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,2,484,TA,TA,Y,100,30,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2542,60,RL,64,9045,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,5,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,768,768,GasA,Ex,Y,SBrkr,768,768,0,1536,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2005,Fin,2,400,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2543,85,RL,75,9825,Pave,NA,Reg,Low,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,SFoyer,5,5,1967,1967,Gable,CompShg,HdBoard,HdBoard,BrkFace,162,TA,TA,CBlock,Gd,TA,Gd,ALQ,936,Unf,0,0,936,GasA,Gd,Y,SBrkr,936,0,0,936,1,0,1,0,2,1,TA,4,Typ,1,Fa,Attchd,1967,Unf,1,384,TA,TA,Y,405,0,0,0,0,0,NA,NA,Shed,450,8,2007,WD,Abnorml
+2544,20,RL,67,8308,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,6,1963,1963,Gable,CompShg,VinylSd,VinylSd,Stone,20,TA,Gd,CBlock,TA,TA,No,BLQ,132,LwQ,841,115,1088,GasA,TA,Y,SBrkr,1088,0,0,1088,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,2002,Unf,2,520,TA,TA,P,0,0,0,0,0,0,NA,NA,NA,0,6,2007,COD,Normal
+2545,50,RL,74,16287,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,6,1925,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,130,BLQ,105,666,901,GasA,TA,Y,SBrkr,901,450,0,1351,1,0,1,0,3,1,TA,7,Typ,1,Gd,Detchd,1975,Unf,2,576,TA,TA,N,0,0,43,0,100,0,NA,NA,NA,0,7,2007,WD,Normal
+2546,20,RL,80,8240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,6,1960,1960,Hip,CompShg,HdBoard,HdBoard,Stone,198,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1179,1179,GasA,Gd,Y,SBrkr,1179,0,0,1179,0,0,1,0,2,1,TA,5,Min2,0,NA,Attchd,1960,Fin,2,622,TA,TA,P,0,0,0,0,0,0,NA,GdPrv,NA,0,6,2007,WD,Normal
+2547,80,RL,65,6285,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,SLvl,6,6,1976,1976,Gable,CompShg,HdBoard,Plywood,None,0,TA,Fa,CBlock,TA,TA,Av,GLQ,504,Unf,0,456,960,GasA,TA,Y,SBrkr,1044,0,0,1044,1,0,1,0,3,1,TA,7,Typ,1,Fa,Detchd,1976,Unf,2,528,TA,Fa,Y,228,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2548,90,RL,NA,9555,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,Duplex,2Story,5,6,1979,1979,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1100,1133,0,2233,0,0,2,1,5,2,TA,11,Typ,0,NA,Attchd,1979,Fin,2,579,TA,Gd,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2007,WD,Normal
+2549,60,RL,60,7023,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,2Story,5,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,Gd,No,GLQ,611,Unf,0,123,734,GasA,Gd,Y,SBrkr,734,674,0,1408,1,0,2,1,3,1,TA,6,Typ,0,NA,BuiltIn,2005,Fin,2,489,TA,TA,Y,0,85,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2550,20,RL,128,39290,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,10,5,2008,2009,Hip,CompShg,CemntBd,CmentBd,Stone,1224,Ex,TA,PConc,Ex,TA,Gd,GLQ,4010,Unf,0,1085,5095,GasA,Ex,Y,SBrkr,5095,0,0,5095,1,1,2,1,2,1,Ex,15,Typ,2,Gd,Attchd,2008,Fin,3,1154,TA,TA,Y,546,484,0,0,0,0,NA,NA,NA,17000,10,2007,New,Partial
+2551,180,RM,35,3675,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,TwnhsE,SFoyer,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,Stone,76,TA,TA,PConc,Gd,TA,Gd,GLQ,467,Unf,0,80,547,GasA,Ex,Y,SBrkr,1072,0,0,1072,1,0,1,0,2,1,Gd,5,Typ,0,NA,Basment,2005,Fin,2,525,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2552,20,RL,64,6400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,7,1959,2000,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,Av,Rec,77,ALQ,831,52,960,GasA,Ex,Y,SBrkr,960,0,0,960,1,0,1,0,2,1,Fa,4,Typ,0,NA,Detchd,1959,Unf,1,392,TA,TA,Y,144,0,35,0,0,0,NA,NA,NA,0,12,2007,WD,Normal
+2553,90,RL,74,6882,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,Duplex,1Story,4,3,1955,1955,Gable,CompShg,AsbShng,Plywood,BrkCmn,128,TA,TA,PConc,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,SBrkr,1152,0,0,1152,0,0,2,0,2,2,Fa,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal
+2554,90,RL,52,8741,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,5,6,1946,1950,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1195,1195,GasA,TA,N,SBrkr,1195,0,0,1195,0,0,2,0,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,118,0,0,0,0,0,NA,GdWo,NA,0,7,2007,WD,Abnorml
+2555,40,RL,62,10042,Pave,NA,Reg,Bnk,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,8,1920,1995,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,144,ALQ,278,238,660,GasA,TA,Y,SBrkr,740,125,0,865,1,0,1,0,2,1,TA,4,Typ,1,Gd,Detchd,1920,Unf,1,216,TA,TA,Y,0,0,84,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2556,20,RL,60,8172,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1955,1955,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,544,Unf,0,224,768,GasA,TA,Y,SBrkr,768,0,0,768,0,0,1,0,2,1,TA,4,Typ,1,Fa,Detchd,1959,Unf,1,355,TA,TA,Y,0,0,196,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal
+2557,20,RL,60,8172,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1955,1955,Gable,CompShg,WdShing,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,682,Unf,0,182,864,GasA,TA,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1996,Unf,2,528,TA,TA,N,196,0,0,0,0,0,NA,NA,NA,0,10,2007,COD,Family
+2558,90,RL,60,10890,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,Duplex,2Story,5,6,1923,1950,Hip,CompShg,Wd Sdng,Plywood,None,0,TA,TA,PConc,TA,TA,Mn,Rec,371,Unf,0,925,1296,Grav,Fa,N,FuseA,1296,1296,0,2592,2,0,2,0,6,2,TA,12,Min2,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,742,240,0,0,0,NA,NA,Shed,1512,1,2007,WD,AdjLand
+2559,30,RL,54,7223,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,5,5,1926,1950,Hip,CompShg,Stucco,Plywood,None,0,TA,TA,PConc,TA,TA,Mn,BLQ,319,Unf,0,971,1290,GasA,TA,Y,SBrkr,1422,0,0,1422,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1973,Unf,1,352,TA,TA,Y,0,0,64,0,0,0,NA,MnPrv,NA,0,4,2007,WD,Normal
+2560,50,RL,51,6821,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,6,7,1921,2005,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,113,Unf,0,538,651,GasA,Gd,Y,SBrkr,759,539,0,1298,0,0,2,0,2,1,TA,8,Typ,1,Gd,Detchd,1994,Unf,1,240,TA,TA,P,216,0,168,0,0,0,NA,NA,NA,0,8,2007,WD,Normal
+2561,70,RL,63,4000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,8,1930,1995,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,No,GLQ,246,Unf,0,285,531,GasA,TA,Y,SBrkr,567,531,0,1098,1,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1930,Unf,1,216,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal
+2562,70,RL,53,6720,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,7,1921,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,585,585,GasA,TA,N,SBrkr,851,585,0,1436,0,0,1,0,3,1,TA,7,Typ,1,Gd,Detchd,1992,Unf,1,228,TA,TA,Y,184,0,0,0,0,0,NA,NA,NA,0,4,2007,CWD,Normal
+2563,70,RL,53,7155,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,8,1926,1991,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,686,686,GasA,TA,Y,SBrkr,686,775,0,1461,0,0,1,0,3,1,TA,6,Typ,1,Gd,Detchd,1926,Unf,1,225,TA,TA,N,0,0,116,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal
+2564,70,RL,60,7230,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2.5Unf,7,7,1927,1992,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,851,851,GasA,Gd,Y,SBrkr,867,851,0,1718,0,0,2,1,4,1,Gd,8,Typ,1,TA,Detchd,1927,Unf,2,264,TA,TA,Y,291,0,60,0,153,0,NA,GdPrv,NA,0,10,2007,WD,Normal
+2565,20,RL,126,13108,Pave,NA,IR2,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,5,5,1951,1951,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,Fa,Y,SBrkr,1226,0,0,1226,0,0,1,1,2,1,TA,7,Min1,1,Gd,Attchd,1951,Fin,2,400,TA,TA,Y,174,24,120,0,228,0,NA,NA,NA,0,6,2007,WD,Normal
+2566,50,RL,110,7810,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,4,6,1930,2003,Gable,CompShg,AsbShng,CmentBd,None,0,TA,Gd,BrkTil,TA,Gd,No,GLQ,189,Unf,0,741,930,GasA,Ex,Y,SBrkr,1230,525,0,1755,0,0,2,0,4,1,Gd,7,Typ,1,TA,Detchd,1930,Unf,1,231,Fa,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal
+2567,190,RL,79,6221,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,2fmCon,1.5Fin,5,5,1941,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,Fa,No,LwQ,533,Unf,0,195,728,GasA,Ex,Y,SBrkr,760,595,0,1355,0,0,2,0,3,1,TA,5,Typ,0,NA,Detchd,1966,Unf,2,528,TA,TA,Y,0,0,0,0,144,0,NA,MnPrv,NA,0,10,2007,WD,Normal
+2568,20,RL,NA,25485,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,4,1960,1960,Gable,CompShg,Wd Sdng,MetalSd,BrkFace,423,TA,Fa,CBlock,TA,Gd,Mn,LwQ,540,Rec,1020,0,1560,GasA,TA,Y,SBrkr,1560,0,0,1560,0,0,1,1,3,1,TA,6,Typ,3,TA,Attchd,1960,RFn,2,580,TA,TA,Y,0,75,584,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2569,20,RL,NA,21579,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,6,1968,1968,Hip,CompShg,HdBoard,BrkFace,None,0,TA,TA,PConc,Gd,TA,No,BLQ,813,Unf,0,675,1488,GasA,Ex,Y,SBrkr,1488,0,0,1488,0,1,2,0,3,1,TA,7,Typ,2,Gd,Attchd,1968,RFn,2,552,TA,TA,Y,0,0,216,0,0,0,NA,NA,NA,0,9,2007,CWD,Normal
+2570,160,RM,24,1782,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blueste,Norm,Norm,Twnhs,2Story,6,6,1980,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,Gd,TA,No,GLQ,330,Unf,0,186,516,GasA,Gd,Y,SBrkr,529,516,0,1045,0,0,1,0,2,1,TA,5,Typ,1,TA,Detchd,1980,Unf,2,462,TA,TA,Y,180,0,0,0,0,0,NA,MnPrv,NA,0,12,2007,WD,Normal
+2571,20,RL,NA,17871,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,4,5,1995,1996,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1680,1680,GasA,Gd,Y,SBrkr,1680,0,0,1680,0,0,2,0,4,1,Gd,7,Typ,0,NA,Attchd,1996,Unf,2,628,TA,TA,Y,152,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2572,120,RM,35,3907,Pave,NA,IR1,Bnk,AllPub,Inside,Mod,Blueste,Norm,Norm,TwnhsE,1Story,8,5,1988,1988,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,577,Unf,0,427,1004,GasA,Gd,Y,SBrkr,1020,0,0,1020,1,0,1,0,1,1,TA,4,Typ,0,NA,Attchd,1988,Unf,2,509,TA,TA,Y,135,0,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2573,20,RL,NA,20693,Pave,NA,IR1,Bnk,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,1Story,7,5,1971,1971,Gable,CompShg,Plywood,Plywood,BrkFace,652,TA,TA,CBlock,Gd,TA,No,Rec,434,Unf,0,1262,1696,GasA,Ex,Y,SBrkr,1696,0,0,1696,0,0,2,0,3,1,TA,7,Typ,2,TA,Attchd,1971,Fin,2,625,TA,TA,Y,0,146,0,0,0,0,NA,GdWo,NA,0,2,2007,WD,Normal
+2574,20,RL,70,18044,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,Crawfor,Norm,Norm,1Fam,1Story,8,5,1986,1986,Gable,CompShg,WdShing,Plywood,None,0,Gd,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,279,279,GasA,Gd,Y,SBrkr,2726,0,0,2726,0,0,2,1,2,1,Gd,6,Typ,1,Gd,Attchd,1986,Fin,2,691,Gd,Gd,Y,216,64,169,0,0,228,Ex,NA,NA,0,8,2007,WD,Normal
+2575,50,RM,50,7000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,7,1940,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,375,Unf,0,345,720,GasA,Gd,Y,FuseA,720,495,0,1215,0,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1965,Fin,2,720,TA,TA,Y,0,0,30,0,0,0,NA,MnPrv,NA,0,5,2007,WD,Normal
+2576,50,RM,50,7288,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Artery,Norm,1Fam,1.5Fin,5,7,1925,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,BrkTil,TA,Po,No,Unf,0,Unf,0,936,936,GasA,Ex,Y,SBrkr,936,665,0,1601,0,0,2,0,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,176,0,0,NA,NA,NA,0,9,2007,WD,Normal
+2577,70,RM,50,9060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,5,6,1923,1999,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,TA,BrkTil,Gd,TA,No,ALQ,548,Unf,0,311,859,GasA,Ex,Y,SBrkr,942,886,0,1828,0,0,2,0,3,1,Gd,6,Typ,0,NA,Detchd,NA,NA,NA,NA,NA,NA,Y,174,0,212,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Alloca
+2578,30,RM,46,3672,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Artery,Norm,1Fam,1Story,5,7,1922,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,816,816,GasA,Ex,Y,SBrkr,816,0,0,816,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1922,Unf,1,100,Fa,Fa,N,0,0,96,0,0,0,NA,NA,NA,0,9,2007,WD,Normal
+2579,50,RM,64,11067,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,2,4,1939,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,640,0,205,845,0,0,1,0,1,1,TA,4,Maj2,0,NA,Detchd,1950,Unf,1,256,TA,Fa,N,48,0,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2580,190,C (all),75,8250,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Feedr,Norm,2fmCon,2Story,5,6,1895,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,957,957,GasA,Fa,N,SBrkr,1034,957,0,1991,0,0,2,0,4,2,TA,9,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,133,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2581,20,C (all),65,6565,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,6,1957,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,GLQ,967,Unf,0,106,1073,GasA,Gd,Y,FuseA,1073,0,0,1073,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1985,Unf,2,720,TA,TA,Y,0,444,0,0,0,0,NA,NA,NA,0,8,2007,WD,Abnorml
+2582,30,C (all),60,6060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,5,9,1930,2007,Hip,CompShg,MetalSd,MetalSd,None,0,Gd,TA,BrkTil,TA,TA,No,ALQ,737,Unf,0,100,837,GasA,Ex,Y,SBrkr,1001,0,0,1001,0,0,1,0,2,1,Gd,5,Typ,0,NA,Detchd,1930,Unf,1,216,TA,Po,N,154,0,42,86,0,0,NA,NA,NA,0,11,2007,WD,Normal
+2583,120,RM,59,5568,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,TwnhsE,1Story,8,5,2006,2007,Hip,CompShg,CemntBd,CmentBd,Stone,473,Gd,TA,PConc,Gd,TA,Gd,GLQ,1573,Unf,0,0,1573,GasA,Gd,Y,SBrkr,1625,0,0,1625,1,1,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2006,Fin,2,495,TA,TA,Y,123,0,0,0,153,0,NA,NA,NA,0,10,2007,New,Partial
+2584,85,RL,NA,12150,Pave,NA,IR1,Bnk,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,6,6,1979,1979,Gable,CompShg,HdBoard,Wd Shng,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,1001,Unf,0,0,1001,GasA,TA,Y,SBrkr,1299,0,0,1299,1,0,2,0,2,1,Gd,5,Typ,1,Po,BuiltIn,1979,RFn,2,486,TA,TA,Y,84,0,222,0,0,0,NA,MnPrv,NA,0,1,2007,WD,Normal
+2585,20,RL,80,10000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,166,Gd,TA,PConc,Gd,TA,No,GLQ,585,Unf,0,856,1441,GasA,Ex,Y,SBrkr,1392,0,0,1392,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2002,Fin,3,650,TA,TA,Y,168,49,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal
+2586,20,RL,44,12864,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,1Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1392,Unf,0,17,1409,GasA,Ex,Y,SBrkr,1409,0,0,1409,1,0,1,1,1,1,Gd,4,Typ,1,Gd,Attchd,2002,RFn,2,576,TA,TA,Y,0,144,0,0,145,0,NA,NA,NA,0,7,2007,WD,Normal
+2587,20,RL,NA,9928,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,1Story,7,5,1991,1992,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,GLQ,1239,Unf,0,215,1454,GasA,TA,Y,SBrkr,1478,0,0,1478,1,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1991,Unf,2,506,TA,TA,Y,114,22,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2588,80,RL,NA,8750,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,7,6,1975,1975,Gable,CompShg,Plywood,Plywood,Stone,50,TA,TA,CBlock,TA,TA,Av,Rec,224,GLQ,530,98,852,GasA,TA,Y,SBrkr,918,0,0,918,0,1,1,0,3,0,TA,4,Typ,0,NA,Attchd,1975,Unf,1,360,TA,TA,Y,192,84,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal
+2589,85,RL,82,8410,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,6,6,1974,1974,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Av,ALQ,924,Unf,0,46,970,GasA,TA,Y,SBrkr,1026,0,0,1026,1,0,1,0,2,1,TA,5,Typ,1,Po,Attchd,1974,Unf,2,528,TA,TA,Y,193,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2590,120,RL,46,4054,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,TwnhsE,1Story,7,6,1987,1987,Gable,CompShg,VinylSd,VinylSd,BrkFace,352,Gd,TA,BrkTil,Gd,TA,Av,GLQ,949,Unf,0,552,1501,GasA,Ex,Y,SBrkr,1501,0,0,1501,1,0,2,0,2,1,Gd,5,Typ,2,TA,Attchd,1987,Fin,2,512,TA,TA,Y,240,0,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal
+2591,20,RL,149,19958,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,6,8,1958,1995,Hip,CompShg,HdBoard,HdBoard,BrkFace,1224,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,585,585,GasA,Gd,Y,SBrkr,2279,0,0,2279,0,0,2,1,4,1,Gd,7,Typ,1,Gd,Attchd,1958,RFn,2,461,TA,TA,Y,274,0,0,0,138,0,NA,GdPrv,NA,0,7,2007,WD,Normal
+2592,20,RL,67,8368,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1689,1689,GasA,Ex,Y,SBrkr,1689,0,0,1689,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,2,433,TA,TA,Y,100,39,0,0,0,0,NA,NA,NA,0,4,2007,New,Partial
+2593,20,RL,68,8298,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2006,2007,Hip,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,Av,GLQ,583,Unf,0,963,1546,GasA,Ex,Y,SBrkr,1564,0,0,1564,0,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2207,RFn,2,502,TA,TA,Y,132,0,0,0,0,0,NA,NA,NA,0,9,2007,New,Partial
+2594,20,RL,42,10331,Pave,NA,Reg,Lvl,AllPub,CulDSac,Gtl,Timber,Norm,Norm,1Fam,1Story,7,7,1985,1985,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,215,BLQ,80,970,1265,GasA,Gd,Y,SBrkr,1240,0,0,1240,0,1,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1985,Unf,2,528,TA,TA,Y,232,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2595,20,RL,NA,6718,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,86,Gd,TA,PConc,Ex,TA,Mn,GLQ,250,Unf,0,1017,1267,GasA,Ex,Y,SBrkr,1312,0,0,1312,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2001,Unf,2,471,TA,TA,Y,256,28,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal
+2596,20,RL,80,11305,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2002,2002,Hip,CompShg,VinylSd,VinylSd,BrkFace,886,Gd,TA,PConc,Gd,TA,Av,GLQ,1329,Unf,0,593,1922,GasA,Ex,Y,SBrkr,1922,0,0,1922,1,0,2,0,2,1,Gd,6,Typ,1,Ex,Attchd,2002,Fin,3,692,TA,TA,Y,201,64,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal
+2597,20,RL,NA,7777,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,6,5,1996,1996,Gable,CompShg,VinylSd,VinylSd,BrkFace,203,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1491,1491,GasA,Ex,Y,SBrkr,1491,0,0,1491,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1996,Fin,2,571,TA,TA,Y,0,35,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal
+2598,60,RL,NA,11800,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,94,Gd,TA,PConc,Gd,TA,Gd,GLQ,766,Unf,0,356,1122,GasA,Ex,Y,SBrkr,1146,1340,0,2486,1,0,3,1,5,1,Gd,10,Typ,1,Gd,BuiltIn,2003,Fin,2,452,TA,TA,Y,143,32,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2599,20,RL,85,12633,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,PosA,PosA,1Fam,1Story,10,5,2006,2007,Hip,CompShg,MetalSd,MetalSd,BrkFace,242,Ex,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,1824,1824,GasA,Ex,Y,SBrkr,1824,0,0,1824,0,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2006,Fin,3,932,TA,TA,Y,160,36,0,0,108,0,NA,NA,NA,0,9,2007,New,Partial
+2600,20,RL,200,43500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Artery,Norm,1Fam,1Story,3,5,1953,1953,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,2034,0,0,2034,0,0,1,0,2,1,TA,9,Min1,0,NA,2Types,1953,RFn,4,1041,TA,TA,N,483,266,0,0,0,561,NA,GdPrv,NA,0,6,2007,WD,Normal
+2601,120,RM,62,6710,Pave,NA,IR1,Lvl,AllPub,FR3,Gtl,Mitchel,Norm,Norm,TwnhsE,SFoyer,6,5,1996,1997,Gable,CompShg,VinylSd,VinylSd,BrkFace,134,TA,TA,PConc,Ex,TA,Av,Rec,16,GLQ,904,0,920,GasA,Ex,Y,SBrkr,936,0,0,936,2,0,0,1,0,1,TA,3,Typ,0,NA,Attchd,1996,Fin,2,460,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal
+2602,160,RM,21,1504,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,2Story,4,4,1972,1972,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,252,Unf,0,294,546,GasA,TA,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1972,Unf,1,253,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2603,180,RM,NA,1533,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SLvl,4,5,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,503,Unf,0,27,530,GasA,TA,Y,SBrkr,530,462,0,992,1,0,1,0,2,1,TA,4,Typ,0,NA,BuiltIn,1970,Fin,1,297,TA,TA,Y,112,97,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal
+2604,160,RM,21,1495,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,4,6,1970,1970,Gable,CompShg,CemntBd,CmentBd,BrkFace,189,TA,TA,CBlock,TA,TA,No,ALQ,384,Unf,0,162,546,GasA,Ex,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,64,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal
+2605,160,RM,21,1890,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,2Story,4,3,1976,1976,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,546,546,GasA,Ex,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1976,Unf,1,286,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,4,2007,COD,Normal
+2606,85,RL,72,9129,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,5,5,1977,1977,Gable,CompShg,Plywood,Plywood,BrkFace,144,TA,TA,PConc,Gd,TA,Av,GLQ,923,Unf,0,0,923,GasA,TA,Y,SBrkr,1008,0,0,1008,1,0,1,0,1,1,Gd,4,Typ,1,Fa,Attchd,1977,Fin,2,678,TA,TA,Y,201,66,0,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal
+2607,80,RL,NA,15957,Pave,NA,IR1,Low,AllPub,Corner,Mod,Mitchel,Norm,Norm,1Fam,SLvl,6,6,1977,1977,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,PConc,Gd,TA,Gd,GLQ,1148,Unf,0,96,1244,GasA,TA,Y,SBrkr,1356,0,0,1356,2,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1977,Fin,2,528,TA,TA,Y,1424,0,0,0,0,0,NA,MnPrv,NA,0,9,2007,WD,Normal
+2608,20,RL,61,33983,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,6,1977,1994,Gable,CompShg,Plywood,Plywood,None,0,TA,Fa,PConc,TA,TA,Mn,ALQ,1112,Unf,0,48,1160,GasA,TA,Y,SBrkr,1676,0,0,1676,1,0,1,1,3,1,Gd,6,Mod,2,TA,Attchd,1977,RFn,2,672,TA,TA,P,690,90,0,0,0,0,NA,GdPrv,NA,0,5,2007,WD,Normal
+2609,60,RL,68,8286,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,2Story,5,7,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,PConc,Gd,TA,No,Rec,531,Unf,0,185,716,GasA,Ex,Y,SBrkr,716,716,0,1432,1,0,1,1,3,1,TA,6,Typ,1,Gd,Attchd,1977,Fin,2,531,TA,TA,Y,0,136,0,0,240,0,NA,GdPrv,NA,0,6,2007,WD,Normal
+2610,85,RL,50,6723,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,5,7,1971,1971,Gable,CompShg,Wd Sdng,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,796,Unf,0,0,796,GasA,TA,Y,SBrkr,796,0,0,796,0,1,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,129,0,0,0,0,0,NA,GdWo,NA,0,9,2007,WD,Normal
+2611,20,RL,124,27697,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,4,3,1961,1961,Shed,CompShg,Plywood,Plywood,NA,198,TA,TA,CBlock,TA,TA,No,BLQ,811,Unf,0,585,1396,GasA,TA,N,SBrkr,1608,0,0,1608,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1961,Unf,1,444,TA,Fa,Y,152,38,0,0,0,0,NA,NA,NA,0,11,2007,COD,Abnorml
+2612,20,RL,NA,11000,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,6,1976,2003,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,PConc,Gd,TA,No,LwQ,1090,Unf,0,0,1090,GasA,TA,Y,SBrkr,1178,0,0,1178,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1976,Unf,2,502,TA,TA,Y,0,44,0,0,88,0,NA,MnPrv,NA,0,6,2007,WD,Normal
+2613,20,RL,65,11625,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,7,1983,1983,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,596,Unf,0,220,816,GasA,TA,Y,SBrkr,816,0,0,816,1,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1983,Fin,1,264,TA,TA,Y,330,0,0,0,0,0,NA,MnPrv,NA,0,5,2007,WD,Normal
+2614,20,RL,62,10447,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,6,1984,1984,Gable,CompShg,Plywood,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,516,Unf,0,348,864,GasA,TA,Y,SBrkr,887,0,0,887,0,1,1,0,3,1,TA,5,Typ,0,NA,Attchd,1984,RFn,1,288,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal
+2615,20,RL,NA,11027,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1954,1954,Hip,CompShg,Wd Sdng,Wd Sdng,Stone,28,TA,TA,CBlock,TA,TA,No,BLQ,468,Rec,539,171,1178,GasA,Gd,Y,SBrkr,1293,0,0,1293,1,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1954,RFn,2,452,TA,TA,Y,280,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2616,20,RL,85,10533,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1956,1956,Hip,CompShg,VinylSd,VinylSd,BrkFace,244,TA,Gd,CBlock,TA,TA,No,Rec,773,Unf,0,235,1008,GasA,TA,Y,SBrkr,1024,0,0,1024,1,0,1,0,2,1,Gd,5,Typ,2,TA,Attchd,1956,Unf,1,313,TA,TA,Y,0,0,0,0,280,0,NA,NA,NA,0,8,2006,WD,Normal
+2617,20,RL,NA,11765,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1957,1957,Gable,CompShg,Wd Sdng,Wd Sdng,Stone,302,TA,TA,CBlock,TA,TA,Mn,Rec,1127,Unf,0,490,1617,GasA,Fa,Y,SBrkr,1797,0,0,1797,0,0,1,1,3,1,TA,7,Typ,1,TA,Attchd,1957,Unf,3,963,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2618,20,RL,NA,39384,Pave,NA,IR1,Low,AllPub,CulDSac,Sev,NAmes,Norm,Norm,1Fam,1Story,6,6,1957,1957,Gable,CompShg,Wd Sdng,Wd Sdng,Stone,902,TA,TA,CBlock,Gd,TA,Gd,ALQ,1110,Unf,0,595,1705,GasA,Ex,Y,SBrkr,1390,0,0,1390,1,0,1,1,1,1,Ex,4,Min1,2,Gd,Attchd,1957,Unf,2,550,TA,TA,Y,0,189,0,0,0,0,NA,NA,NA,0,10,2006,WD,Abnorml
+2619,20,RL,90,11727,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,7,6,1969,1969,Gable,CompShg,HdBoard,HdBoard,BrkFace,434,TA,Gd,CBlock,TA,TA,Mn,Unf,0,Unf,0,1851,1851,GasA,Gd,Y,SBrkr,1851,0,0,1851,0,0,2,0,3,1,TA,8,Typ,1,TA,Attchd,1969,Fin,2,506,TA,TA,Y,0,146,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2620,60,RL,60,8238,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,GLQ,700,Unf,0,113,813,GasA,Ex,Y,SBrkr,813,712,0,1525,1,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1997,Fin,2,400,TA,TA,Y,421,72,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2621,60,RL,NA,13041,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1995,1995,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,781,781,GasA,Gd,Y,SBrkr,781,890,0,1671,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1995,Fin,2,423,TA,TA,Y,0,84,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal
+2622,60,RL,54,9783,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1996,1996,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,821,821,GasA,Gd,Y,SBrkr,821,955,0,1776,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1996,Fin,2,443,TA,TA,Y,286,116,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2623,60,RL,50,13128,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,2Story,8,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,216,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1074,1074,GasA,Ex,Y,SBrkr,1074,990,0,2064,0,0,2,1,4,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,527,TA,TA,Y,0,119,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal
+2624,60,RL,42,13751,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,248,Gd,TA,PConc,Gd,TA,Av,GLQ,60,Unf,0,1640,1700,GasA,Ex,Y,SBrkr,1700,512,0,2212,1,0,2,1,3,1,Gd,9,Typ,1,Gd,Attchd,2006,Fin,3,773,TA,TA,Y,237,38,0,0,115,0,NA,NA,NA,0,5,2006,New,Partial
+2625,160,RL,68,13108,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,2Story,8,5,1994,1994,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,2062,2062,GasA,Ex,Y,SBrkr,2079,608,0,2687,0,0,2,1,4,1,Gd,9,Typ,0,NA,Attchd,1994,Fin,2,618,TA,TA,Y,168,12,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal
+2626,20,RL,NA,8076,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,6,6,1993,1994,Gable,CompShg,HdBoard,HdBoard,BrkFace,112,TA,TA,PConc,Gd,TA,No,GLQ,705,Unf,0,455,1160,GasA,Gd,Y,SBrkr,1169,0,0,1169,0,1,2,0,3,1,TA,6,Typ,1,TA,Attchd,1993,Fin,2,402,TA,TA,Y,0,26,0,0,144,0,NA,MnPrv,NA,0,7,2006,WD,Normal
+2627,120,RL,30,3701,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1987,1987,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1191,1191,GasA,TA,Y,SBrkr,1204,0,0,1204,0,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1987,RFn,2,461,TA,TA,Y,120,70,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal
+2628,60,RL,59,16023,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,1Fam,2Story,9,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,600,Gd,Ex,PConc,Ex,TA,Gd,GLQ,1218,Unf,0,180,1398,GasA,Ex,Y,SBrkr,1414,1384,0,2798,1,0,3,1,3,1,Ex,11,Typ,1,Gd,BuiltIn,2005,Fin,3,670,TA,TA,Y,182,37,0,0,0,0,NA,NA,NA,0,3,2006,New,Partial
+2629,60,RL,60,18062,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,1Fam,2Story,10,5,2006,2006,Hip,CompShg,CemntBd,CmentBd,BrkFace,662,Ex,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,1528,1528,GasA,Ex,Y,SBrkr,1528,1862,0,3390,0,0,3,1,5,1,Ex,10,Typ,1,Ex,BuiltIn,2006,Fin,3,758,TA,TA,Y,204,34,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial
+2630,60,RL,63,12292,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,1Fam,2Story,9,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,184,Gd,TA,PConc,Ex,Gd,Gd,GLQ,205,Unf,0,889,1094,GasA,Ex,Y,SBrkr,1102,1371,0,2473,0,0,2,1,4,1,Gd,11,Typ,1,Gd,BuiltIn,2006,Fin,3,675,TA,TA,Y,246,39,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial
+2631,60,RL,82,16052,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,1Fam,2Story,10,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,Stone,734,Ex,TA,PConc,Ex,TA,No,GLQ,1206,Unf,0,644,1850,GasA,Ex,Y,SBrkr,1850,848,0,2698,1,0,2,1,4,1,Ex,11,Typ,1,Gd,Attchd,2006,RFn,3,736,TA,TA,Y,250,0,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial
+2632,60,RL,92,15922,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,StoneBr,Norm,Norm,1Fam,2Story,9,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,550,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1390,1390,GasA,Ex,Y,SBrkr,1390,1405,0,2795,0,0,3,1,4,1,Ex,10,Typ,1,Gd,BuiltIn,2005,Fin,3,660,TA,TA,Y,272,102,0,0,0,0,NA,NA,NA,0,1,2006,New,Partial
+2633,120,RL,60,8147,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,9,5,2005,2005,Hip,CompShg,MetalSd,MetalSd,BrkFace,230,Gd,TA,PConc,Ex,TA,Gd,GLQ,1191,Unf,0,523,1714,GasA,Ex,Y,SBrkr,1714,0,0,1714,1,0,2,0,2,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,517,TA,TA,Y,156,55,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal
+2634,20,RL,90,18261,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,1Story,9,5,2005,2005,Hip,CompShg,VinylSd,VinylSd,BrkFace,420,Ex,TA,PConc,Ex,TA,Gd,GLQ,1416,Unf,0,494,1910,GasA,Ex,Y,SBrkr,2000,0,0,2000,1,0,2,1,3,1,Ex,8,Typ,2,Gd,Attchd,2005,Unf,3,722,TA,TA,Y,351,102,0,0,123,0,NA,NA,NA,0,9,2006,WD,Normal
+2635,85,RL,NA,10464,Pave,NA,IR1,Lvl,AllPub,FR3,Gtl,NWAmes,Norm,Norm,1Fam,SFoyer,6,6,1980,1980,Gable,CompShg,HdBoard,HdBoard,BrkFace,130,TA,TA,CBlock,Gd,TA,Av,GLQ,850,Unf,0,138,988,GasA,TA,Y,SBrkr,1102,0,0,1102,1,0,1,0,2,1,TA,5,Typ,1,TA,Attchd,1980,RFn,2,582,TA,TA,Y,140,22,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2636,60,RL,81,10530,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,PosA,Norm,1Fam,2Story,7,5,1978,1978,Gable,CompShg,Plywood,Plywood,BrkFace,68,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,945,945,GasA,TA,Y,SBrkr,945,912,0,1857,0,0,2,1,4,1,TA,8,Typ,1,TA,Attchd,1978,RFn,2,482,TA,TA,Y,400,105,0,0,0,0,NA,GdPrv,NA,0,7,2006,WD,Normal
+2637,85,RL,NA,9927,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SFoyer,7,5,1976,1976,Gable,CompShg,VinylSd,Wd Shng,Stone,252,Gd,TA,CBlock,Ex,TA,Gd,GLQ,1005,Unf,0,42,1047,GasA,TA,Y,SBrkr,1083,0,0,1083,1,0,1,0,2,1,TA,5,Typ,1,Fa,Attchd,1976,RFn,2,596,TA,TA,Y,444,0,40,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2638,60,FV,75,9512,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,RRAn,Norm,1Fam,2Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,ALQ,788,Unf,0,172,960,GasA,Ex,Y,SBrkr,960,1358,0,2318,1,0,2,1,3,1,Gd,8,Typ,1,Ex,BuiltIn,2005,Fin,2,541,TA,TA,Y,0,246,0,0,0,0,NA,NA,NA,0,6,2006,New,Partial
+2639,80,RL,81,10530,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,6,6,1975,2000,Gable,CompShg,Plywood,Plywood,BrkFace,248,TA,TA,CBlock,TA,Fa,No,ALQ,548,Unf,0,127,675,GasA,TA,Y,SBrkr,1109,766,0,1875,0,0,3,0,3,1,Gd,8,Typ,1,TA,Attchd,1975,RFn,2,485,TA,TA,Y,48,28,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2640,20,RL,80,10000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1974,1974,Gable,CompShg,HdBoard,Plywood,BrkFace,176,TA,TA,CBlock,TA,TA,No,ALQ,755,Unf,0,348,1103,GasA,TA,Y,SBrkr,1103,0,0,1103,0,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1974,Unf,2,462,TA,TA,Y,295,84,0,0,0,0,NA,GdWo,NA,0,6,2006,WD,Normal
+2641,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,4,1971,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,20,LwQ,620,224,864,GasA,TA,Y,SBrkr,874,0,0,874,0,1,1,0,3,1,TA,5,Typ,0,NA,Detchd,1995,Unf,2,576,TA,TA,Y,63,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2642,120,RH,26,8773,Pave,NA,IR2,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,TwnhsE,1Story,6,5,2002,2002,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,951,Unf,0,536,1487,GasA,Ex,Y,SBrkr,1419,0,0,1419,1,0,2,0,2,1,Gd,4,Typ,0,NA,Attchd,2002,Fin,2,543,TA,TA,Y,196,68,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal
+2643,160,RM,24,2760,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,TwnhsE,2Story,6,5,1973,1973,Gable,CompShg,HdBoard,HdBoard,BrkFace,514,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,525,525,GasA,TA,Y,SBrkr,525,567,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1973,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal
+2644,160,RM,24,2160,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,TwnhsE,2Story,5,6,1973,1973,Gable,CompShg,HdBoard,HdBoard,BrkFace,200,TA,TA,CBlock,TA,TA,No,LwQ,402,Unf,0,363,765,GasA,Gd,Y,SBrkr,765,600,0,1365,0,0,1,1,3,1,Gd,7,Min1,1,Fa,Attchd,1973,Unf,2,440,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2645,160,RM,21,1890,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,7,1972,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,380,TA,TA,CBlock,TA,TA,No,ALQ,282,Unf,0,212,494,GasA,Ex,Y,SBrkr,494,536,0,1030,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1973,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2646,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1972,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,504,TA,TA,CBlock,TA,TA,No,ALQ,276,Unf,0,207,483,GasA,TA,Y,SBrkr,483,465,0,948,0,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1972,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2647,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1972,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,504,TA,TA,CBlock,TA,TA,No,BLQ,382,Unf,0,143,525,GasA,Gd,Y,SBrkr,525,567,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1972,Unf,1,264,TA,TA,Y,352,0,0,0,0,0,NA,GdPrv,NA,0,10,2006,WD,Normal
+2648,120,RL,53,4043,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,1Story,6,5,1975,1975,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,727,BLQ,156,186,1069,GasA,Gd,Y,SBrkr,1069,0,0,1069,0,1,2,0,2,1,TA,4,Typ,1,Po,Attchd,1975,RFn,2,440,TA,TA,Y,0,55,0,0,225,0,NA,NA,NA,0,7,2006,WD,Normal
+2649,20,RL,65,7514,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1967,1975,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Mn,ALQ,373,Rec,108,462,943,GasA,TA,Y,SBrkr,1387,0,0,1387,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1974,RFn,1,300,TA,TA,Y,0,0,240,0,0,0,NA,NA,NA,0,9,2006,WD,Normal
+2650,120,RL,24,2280,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NPkVill,Norm,Norm,Twnhs,1Story,7,7,1976,1976,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,TA,TA,No,ALQ,120,BLQ,492,443,1055,GasA,TA,Y,SBrkr,1055,0,0,1055,1,0,2,0,2,1,TA,4,Typ,0,NA,Attchd,1976,Unf,1,319,TA,TA,Y,0,29,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2651,160,RL,24,2179,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,Twnhs,2Story,6,5,1976,1976,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,70,Unf,0,785,855,GasA,Gd,Y,SBrkr,855,601,0,1456,0,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1976,RFn,2,460,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2652,60,RL,72,16387,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,Stone,215,Gd,TA,PConc,Ex,Gd,No,GLQ,1369,Unf,0,369,1738,GasA,Gd,Y,SBrkr,1738,851,0,2589,1,0,2,1,4,1,Ex,11,Typ,1,Gd,Attchd,2006,RFn,3,831,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial
+2653,20,RL,110,16163,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,232,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1618,1618,GasA,Ex,Y,SBrkr,1618,0,0,1618,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2004,Fin,3,880,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2654,20,RL,108,12228,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,7,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,Stone,206,Gd,TA,PConc,Ex,Gd,No,Unf,0,Unf,0,1721,1721,GasA,Ex,Y,SBrkr,1740,0,0,1740,0,0,2,0,4,1,Gd,8,Typ,0,NA,Attchd,2006,RFn,3,874,TA,TA,Y,0,43,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial
+2655,20,RL,120,14780,Pave,NA,IR1,HLS,AllPub,Corner,Mod,NridgHt,Norm,Norm,1Fam,1Story,9,5,2005,2005,Hip,CompShg,VinylSd,VinylSd,BrkFace,568,Ex,TA,PConc,Ex,TA,Gd,GLQ,1505,Unf,0,363,1868,GasA,Ex,Y,SBrkr,1868,0,0,1868,1,0,2,0,2,1,Ex,7,Typ,1,Gd,Attchd,2005,Fin,3,1085,TA,TA,Y,354,56,0,0,156,0,NA,NA,NA,0,6,2006,WD,Normal
+2656,60,RL,120,13975,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,525,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1090,1090,GasA,Ex,Y,SBrkr,1117,1089,0,2206,0,0,2,1,4,1,Ex,10,Typ,1,Gd,BuiltIn,2005,Fin,3,670,TA,TA,Y,148,95,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial
+2657,60,RL,82,9942,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2005,2006,Gable,CompShg,MetalSd,MetalSd,BrkFace,385,Ex,TA,PConc,Ex,Gd,Av,GLQ,1290,Unf,0,316,1606,GasA,Ex,Y,SBrkr,1625,466,0,2091,1,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2005,RFn,2,521,TA,TA,Y,194,84,0,0,0,0,NA,NA,NA,0,5,2006,New,Partial
+2658,60,RL,103,12867,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2005,2006,Gable,CompShg,CemntBd,CmentBd,NA,NA,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1209,1209,GasA,Ex,Y,SBrkr,1209,1044,0,2253,0,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2005,Fin,2,575,TA,TA,Y,243,142,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial
+2659,60,RL,82,10672,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,1054,1054,GasA,Gd,Y,SBrkr,1054,1335,0,2389,0,0,2,1,4,1,Gd,10,Typ,1,Gd,BuiltIn,2006,Fin,3,672,TA,TA,Y,176,64,0,0,0,0,NA,NA,NA,0,11,2006,New,Partial
+2660,60,RL,82,11643,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2005,2006,Hip,CompShg,MetalSd,MetalSd,BrkFace,142,Gd,TA,PConc,Ex,TA,Av,GLQ,880,Unf,0,644,1524,GasA,Ex,Y,SBrkr,1544,814,0,2358,1,0,2,1,4,1,Ex,10,Typ,1,Gd,BuiltIn,2005,Fin,3,784,TA,TA,Y,120,34,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial
+2661,20,RL,121,13758,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,430,Ex,TA,PConc,Ex,TA,Gd,GLQ,1232,Unf,0,560,1792,GasA,Ex,Y,SBrkr,1792,0,0,1792,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,3,925,TA,TA,Y,204,49,0,0,0,0,NA,NA,NA,0,3,2006,New,Partial
+2662,20,RL,131,14828,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2004,2005,Hip,CompShg,MetalSd,MetalSd,BrkFace,674,Ex,TA,PConc,Ex,TA,Gd,GLQ,1383,Unf,0,397,1780,GasA,Ex,Y,SBrkr,1780,0,0,1780,1,0,2,0,2,1,Ex,7,Typ,1,Gd,Attchd,2004,Fin,3,816,TA,TA,Y,144,68,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal
+2663,60,RL,NA,13215,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,112,Gd,TA,PConc,Gd,TA,No,GLQ,994,Unf,0,426,1420,GasA,Ex,Y,SBrkr,1426,488,0,1914,1,0,2,1,3,1,Gd,9,Typ,1,TA,BuiltIn,2004,RFn,3,746,TA,TA,Y,168,127,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal
+2664,120,RL,48,5911,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2005,2005,Hip,CompShg,MetalSd,MetalSd,BrkFace,278,Ex,TA,PConc,Ex,TA,No,GLQ,472,Unf,0,1088,1560,GasA,Ex,Y,SBrkr,1565,0,0,1565,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2005,RFn,2,556,TA,TA,Y,196,56,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2665,20,RL,61,7740,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2006,2006,Hip,CompShg,MetalSd,MetalSd,BrkFace,518,Gd,TA,PConc,Ex,Gd,No,GLQ,1023,Unf,0,663,1686,GasA,Ex,Y,SBrkr,1686,0,0,1686,1,0,2,0,1,1,Ex,6,Typ,1,Gd,Attchd,2006,Fin,3,899,TA,TA,Y,266,100,0,0,0,0,NA,NA,NA,0,6,2006,New,Partial
+2666,120,RL,48,6373,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2006,2006,Hip,CompShg,MetalSd,MetalSd,BrkFace,572,Ex,TA,PConc,Ex,Gd,No,GLQ,415,Unf,0,1251,1666,GasA,Ex,Y,SBrkr,1666,0,0,1666,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,575,TA,TA,Y,228,75,0,0,0,0,NA,NA,NA,0,6,2006,New,Partial
+2667,60,RL,65,10237,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2005,Fin,2,390,TA,TA,Y,0,24,0,0,0,0,NA,NA,NA,0,2,2006,New,Partial
+2668,60,RL,65,10237,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,738,738,GasA,Ex,Y,SBrkr,738,754,0,1492,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2006,Fin,2,440,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial
+2669,20,RL,102,11660,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,6,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1326,1326,GasA,Ex,Y,SBrkr,1326,0,0,1326,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2006,Fin,2,427,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial
+2670,60,RL,96,11631,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,8,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,236,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1052,1052,GasA,Ex,Y,SBrkr,1052,1321,0,2373,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2004,Fin,3,632,TA,TA,Y,120,46,0,0,0,0,NA,NA,NA,0,6,2006,New,Partial
+2671,60,RL,75,9073,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,738,738,GasA,Ex,Y,SBrkr,738,754,0,1492,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2006,Fin,2,440,TA,TA,Y,100,32,0,0,0,0,NA,NA,NA,0,10,2006,New,Partial
+2672,120,RL,43,3087,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,14,Gd,TA,PConc,Gd,TA,Av,GLQ,453,Unf,0,767,1220,GasA,Ex,Y,SBrkr,1364,0,0,1364,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,Fin,2,437,TA,TA,Y,100,16,0,0,0,0,NA,NA,NA,0,11,2006,New,Partial
+2673,120,RL,NA,2938,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,40,Gd,TA,PConc,Gd,TA,Av,GLQ,1038,Unf,0,330,1368,GasA,Ex,Y,SBrkr,1511,0,0,1511,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,2002,Fin,2,398,TA,TA,Y,130,30,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2674,120,RM,NA,3072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2004,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,18,Gd,TA,PConc,Gd,TA,No,GLQ,1059,Unf,0,306,1365,GasA,Ex,Y,SBrkr,1548,0,0,1548,1,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,2004,Fin,2,388,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal
+2675,120,RL,43,3010,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,14,Gd,TA,PConc,Gd,TA,Gd,GLQ,16,Unf,0,1126,1142,GasA,Ex,Y,SBrkr,1142,0,0,1142,0,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2005,Fin,2,440,TA,TA,Y,90,0,0,0,0,0,NA,NA,NA,0,6,2006,New,Partial
+2676,60,RL,59,9171,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,848,848,GasA,Ex,Y,SBrkr,848,750,0,1598,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2004,Fin,2,433,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2677,60,RL,NA,8658,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,732,Unf,0,250,982,GasA,Ex,Y,SBrkr,1008,881,0,1889,0,0,2,1,3,1,TA,9,Typ,1,TA,Attchd,2000,Fin,2,431,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2678,60,RL,NA,12104,Pave,NA,IR1,Lvl,AllPub,FR3,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1035,1035,GasA,Gd,Y,SBrkr,1082,1240,0,2322,0,0,3,1,4,1,Gd,8,Typ,0,NA,Attchd,2006,RFn,3,617,TA,TA,Y,400,45,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial
+2679,60,RL,84,9660,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,242,Gd,TA,PConc,Gd,TA,No,GLQ,791,Unf,0,253,1044,GasA,Ex,Y,SBrkr,1079,897,0,1976,1,0,2,1,3,1,Gd,7,Typ,1,Ex,Attchd,1998,Fin,3,885,TA,TA,Y,210,31,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal
+2680,60,RL,83,9545,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,322,Gd,TA,PConc,Gd,TA,Mn,GLQ,505,Unf,0,655,1160,GasA,Ex,Y,SBrkr,1205,1029,0,2234,1,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,2000,RFn,3,768,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2681,60,RL,NA,9233,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,9,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,877,Gd,TA,PConc,Ex,TA,Av,GLQ,1182,Unf,0,358,1540,GasA,Ex,Y,SBrkr,1540,1315,0,2855,1,0,2,1,4,1,Ex,9,Typ,1,TA,Attchd,2000,RFn,3,774,TA,TA,Y,247,55,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2682,60,RL,83,10019,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1995,1995,Hip,CompShg,VinylSd,VinylSd,BrkFace,397,Gd,TA,PConc,Gd,TA,No,ALQ,527,Unf,0,815,1342,GasA,Ex,Y,SBrkr,1358,1368,0,2726,0,0,2,1,4,1,Gd,9,Typ,1,Ex,Attchd,1995,RFn,3,725,TA,TA,Y,307,169,168,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2683,60,RL,114,17242,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,9,5,1993,1994,Hip,CompShg,MetalSd,MetalSd,BrkFace,738,Gd,Gd,PConc,Ex,TA,Gd,Rec,292,GLQ,1393,48,1733,GasA,Ex,Y,SBrkr,1933,1567,0,3500,1,0,3,1,4,1,Ex,11,Typ,1,TA,Attchd,1993,RFn,3,959,TA,TA,Y,870,86,0,0,210,0,NA,NA,NA,0,5,2006,WD,Normal
+2684,60,RL,NA,10236,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1994,1995,Gable,CompShg,VinylSd,VinylSd,BrkFace,501,Gd,TA,PConc,Gd,TA,Gd,GLQ,380,BLQ,168,742,1290,GasA,Ex,Y,SBrkr,1305,1189,0,2494,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1994,Fin,3,803,TA,TA,Y,200,95,0,0,0,0,NA,GdPrv,NA,0,6,2006,WD,Normal
+2685,60,RL,NA,12585,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1993,1993,Gable,CompShg,HdBoard,ImStucc,BrkFace,420,Gd,TA,PConc,Gd,TA,No,LwQ,247,GLQ,1039,0,1286,GasA,Ex,Y,SBrkr,1565,1234,0,2799,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1993,Fin,3,704,TA,TA,Y,432,136,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal
+2686,60,RL,75,12447,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,RRAn,Norm,1Fam,2Story,8,5,2005,2006,Gable,CompShg,CemntBd,CmentBd,Stone,192,Gd,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,1100,1100,GasA,Ex,Y,SBrkr,1116,848,0,1964,0,0,2,1,3,1,Gd,8,Typ,1,Gd,BuiltIn,2005,Fin,2,760,TA,TA,Y,200,70,0,0,0,0,NA,NA,NA,0,1,2006,New,Partial
+2687,20,RL,49,15218,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Somerst,RRAn,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Ex,Gd,No,GLQ,1562,Unf,0,108,1670,GasA,Ex,Y,SBrkr,1670,0,0,1670,1,0,2,1,2,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,3,928,TA,TA,Y,0,240,200,0,0,0,NA,NA,NA,0,9,2006,New,Partial
+2688,20,RL,85,10936,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Feedr,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,60,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1504,1504,GasA,Ex,Y,SBrkr,1504,0,0,1504,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2006,Fin,2,510,TA,TA,Y,144,0,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial
+2689,20,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1254,1278,GasA,Ex,Y,SBrkr,1278,0,0,1278,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2006,RFn,2,584,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,10,2006,New,Partial
+2690,60,FV,100,13162,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Feedr,Norm,1Fam,2Story,9,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,GLQ,1836,Unf,0,200,2036,GasA,Ex,Y,SBrkr,2036,604,0,2640,1,0,3,1,3,1,Ex,11,Typ,1,Gd,Attchd,2006,RFn,3,792,TA,TA,Y,0,265,0,0,0,0,NA,NA,NA,0,11,2006,New,Partial
+2691,60,FV,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,858,858,GasA,Ex,Y,SBrkr,858,858,0,1716,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,2,615,TA,TA,Y,0,53,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal
+2692,20,RL,74,7733,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,Mn,GLQ,24,Unf,0,1118,1142,GasA,Ex,Y,SBrkr,1142,0,0,1142,0,0,1,1,3,1,Gd,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,4,50,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal
+2693,20,RL,91,11024,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,118,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1400,1400,GasA,Ex,Y,SBrkr,1400,0,0,1400,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2005,RFn,2,612,TA,TA,Y,144,55,0,0,0,0,NA,NA,NA,0,10,2006,New,Partial
+2694,20,RL,63,13072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1131,1131,GasA,Ex,Y,SBrkr,1131,0,0,1131,0,0,1,1,3,1,Gd,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,39,0,0,0,0,NA,NA,NA,0,3,2006,New,Partial
+2695,60,RL,65,7800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,172,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,891,891,GasA,Ex,Y,SBrkr,891,795,0,1686,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2005,Fin,2,462,TA,TA,Y,144,101,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2696,60,RL,74,7632,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,96,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,784,784,GasA,Ex,Y,SBrkr,831,754,0,1585,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,2,449,TA,TA,Y,100,77,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2697,60,RL,70,8304,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,941,941,GasA,Ex,Y,SBrkr,941,896,0,1837,0,0,2,1,3,1,TA,7,Typ,0,NA,Attchd,1997,RFn,2,688,TA,TA,Y,150,165,0,0,0,0,NA,GdPrv,NA,0,7,2006,WD,Normal
+2698,60,RL,70,9370,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1992,1993,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,ALQ,758,Unf,0,78,836,GasA,Ex,Y,SBrkr,844,887,0,1731,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1992,RFn,2,462,TA,TA,Y,307,85,0,0,224,0,NA,NA,Othr,3000,10,2006,WD,Family
+2699,120,RL,50,7175,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1990,1991,Gable,CompShg,Plywood,Plywood,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,904,Unf,0,494,1398,GasA,Gd,Y,SBrkr,1398,0,0,1398,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,1990,RFn,2,542,TA,TA,Y,0,46,0,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal
+2700,120,RL,50,7175,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1991,1991,Gable,CompShg,Plywood,Plywood,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,278,Unf,0,939,1217,GasA,Gd,Y,SBrkr,1217,0,0,1217,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,1991,RFn,2,484,TA,TA,Y,0,64,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2701,60,RL,NA,9019,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,2Story,6,5,1994,1994,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,274,Unf,0,362,636,GasA,Ex,Y,SBrkr,636,684,0,1320,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,1994,Fin,2,472,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2702,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,1Fam,1Story,5,4,1962,1962,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,51,TA,TA,CBlock,TA,TA,No,LwQ,36,Unf,0,952,988,GasA,Ex,Y,SBrkr,988,0,0,988,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1977,Unf,2,624,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2703,90,RM,68,8927,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,Duplex,1.5Fin,6,6,1977,1977,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1286,368,0,1654,0,0,2,0,4,2,TA,10,Typ,0,NA,Attchd,1977,RFn,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal
+2704,20,RL,NA,9240,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1962,2002,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,612,Unf,0,252,864,GasA,Gd,Y,SBrkr,1211,0,0,1211,0,0,1,0,2,1,TA,6,Min1,1,TA,Detchd,1972,Unf,2,576,TA,TA,Y,161,0,0,0,0,0,NA,MnPrv,NA,0,3,2006,WD,Normal
+2705,20,RL,NA,9308,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,RRNe,Norm,1Fam,1Story,5,5,1965,1965,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,554,Unf,0,430,984,GasA,TA,Y,SBrkr,984,0,0,984,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1965,Unf,1,310,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal
+2706,20,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,1Fam,1Story,5,6,1968,1968,Gable,CompShg,Plywood,Plywood,BrkFace,90,TA,TA,CBlock,TA,TA,No,BLQ,162,Rec,270,450,882,GasA,TA,Y,SBrkr,909,0,0,909,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1968,Unf,1,294,TA,TA,Y,0,155,0,0,0,0,NA,MnPrv,NA,0,11,2006,COD,Normal
+2707,20,RL,NA,8638,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,1Fam,1Story,5,6,1963,1963,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,TA,TA,No,ALQ,181,Unf,0,744,925,GasA,Gd,Y,SBrkr,925,0,0,925,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1990,Unf,2,484,TA,TA,Y,203,74,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal
+2708,20,RL,NA,13052,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1965,1965,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,712,Unf,0,312,1024,GasA,TA,Y,SBrkr,1024,0,0,1024,0,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1965,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,1,2006,WD,Normal
+2709,20,RL,NA,8020,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1964,1964,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,644,Unf,0,268,912,GasA,TA,N,SBrkr,912,0,0,912,0,0,1,0,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,4,2006,WD,Normal
+2710,20,RL,NA,8789,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1967,1967,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,Mn,Rec,659,Unf,0,253,912,GasA,TA,Y,SBrkr,941,0,0,941,0,0,1,0,3,1,TA,6,Typ,1,Po,Attchd,1967,Unf,1,288,TA,TA,Y,64,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2711,80,RL,100,14330,Pave,NA,IR1,Low,AllPub,Corner,Gtl,Veenker,Norm,Norm,1Fam,SLvl,7,4,1974,1974,Gable,CompShg,WdShing,Wd Sdng,BrkFace,145,Gd,Fa,CBlock,Gd,TA,Gd,ALQ,1023,BLQ,497,228,1748,GasA,Gd,Y,SBrkr,2151,495,0,2646,1,2,2,0,3,1,Gd,9,Mod,4,TA,Attchd,1974,RFn,2,550,TA,TA,Y,641,100,0,0,0,800,Gd,GdPrv,NA,0,1,2006,WD,Normal
+2712,60,RL,105,11025,Pave,NA,Reg,HLS,AllPub,Inside,Mod,NoRidge,Norm,Norm,1Fam,2Story,8,5,1992,1993,Gable,CompShg,HdBoard,ImStucc,BrkFace,692,Gd,TA,PConc,Ex,TA,Gd,GLQ,1118,Unf,0,216,1334,GasA,Ex,Y,SBrkr,1520,1306,0,2826,1,0,2,1,3,1,Gd,9,Typ,3,TA,Attchd,1992,RFn,3,888,TA,TA,Y,177,208,186,0,0,0,NA,NA,NA,0,10,2006,WD,Normal
+2713,120,FV,34,3628,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,7,5,2004,2004,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1143,1143,GasA,Ex,Y,SBrkr,1143,0,0,1143,0,0,1,1,1,1,Gd,5,Typ,1,Gd,Attchd,2004,RFn,2,588,TA,TA,Y,0,191,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2714,160,FV,24,2544,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,2005,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,600,600,GasA,Ex,Y,SBrkr,520,623,80,1223,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2005,RFn,2,480,TA,TA,Y,0,166,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2715,160,FV,NA,2998,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,2000,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,513,Gd,TA,PConc,Gd,TA,No,GLQ,353,Unf,0,403,756,GasA,Ex,Y,SBrkr,768,756,0,1524,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2000,Unf,2,440,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2716,160,FV,NA,4447,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,530,530,GasA,Ex,Y,SBrkr,530,550,0,1080,0,0,2,1,2,1,Gd,4,Typ,0,NA,Attchd,2003,RFn,2,496,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2717,60,FV,114,8314,Pave,Pave,IR1,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,1997,1998,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,569,569,GasA,Ex,Y,SBrkr,854,840,0,1694,0,0,2,1,3,1,Gd,6,Typ,1,TA,BuiltIn,1997,Unf,1,434,TA,TA,Y,0,382,0,0,110,0,NA,GdPrv,NA,0,11,2006,WD,Normal
+2718,20,FV,60,7180,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2001,2002,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1568,1568,GasA,Ex,Y,SBrkr,1568,0,0,1568,0,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2001,RFn,2,564,TA,TA,Y,0,266,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal
+2719,190,RL,79,13110,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,RRAn,Feedr,2fmCon,1Story,5,6,1972,1972,Gable,CompShg,Plywood,Plywood,BrkFace,144,TA,TA,CBlock,Gd,TA,No,GLQ,962,Unf,0,191,1153,GasA,Ex,Y,SBrkr,1193,0,0,1193,1,0,2,0,2,1,TA,6,Typ,0,NA,Attchd,1972,Fin,2,501,TA,TA,Y,140,153,0,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal
+2720,20,RL,78,10140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,1Story,7,6,1967,1967,Hip,CompShg,HdBoard,HdBoard,BrkFace,264,TA,TA,CBlock,TA,TA,No,BLQ,553,LwQ,68,713,1334,GasA,Gd,Y,SBrkr,1334,0,0,1334,1,0,2,0,3,1,TA,7,Typ,0,NA,Attchd,1967,RFn,2,477,TA,TA,Y,0,20,35,0,264,0,NA,NA,NA,0,4,2006,WD,Normal
+2721,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,5,1968,1968,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,758,Unf,0,293,1051,GasA,Gd,Y,SBrkr,1051,0,0,1051,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1968,RFn,2,504,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2722,60,RL,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,2Story,5,5,1968,1968,Gable,CompShg,HdBoard,HdBoard,BrkFace,300,TA,TA,CBlock,Gd,Fa,Mn,ALQ,361,Rec,483,56,900,GasA,Ex,Y,SBrkr,884,886,0,1770,1,0,1,1,4,1,TA,7,Typ,0,NA,Attchd,1968,RFn,2,530,TA,TA,Y,0,60,0,0,270,0,NA,NA,Shed,455,6,2006,WD,Normal
+2723,20,RL,78,9360,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,7,1968,2004,Hip,CompShg,HdBoard,HdBoard,BrkFace,203,TA,TA,CBlock,TA,TA,Av,ALQ,760,Unf,0,216,976,GasA,TA,Y,SBrkr,976,0,0,976,1,0,1,0,2,1,Gd,4,Typ,1,Fa,Attchd,1968,RFn,2,504,TA,TA,Y,94,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Abnorml
+2724,85,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,SFoyer,5,6,1968,1968,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,744,Unf,0,89,833,GasA,Gd,Y,SBrkr,898,0,0,898,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1968,RFn,1,326,TA,TA,Y,143,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal
+2725,20,RL,NA,9759,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1966,1966,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,BLQ,799,Unf,0,252,1051,GasA,TA,Y,SBrkr,1051,0,0,1051,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1966,RFn,1,264,TA,TA,Y,182,88,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2726,80,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,7,1967,1967,Gable,CompShg,MetalSd,MetalSd,BrkFace,140,TA,TA,PConc,TA,TA,Av,ALQ,602,Rec,402,137,1141,GasA,Gd,Y,SBrkr,1141,0,0,1141,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1967,Unf,1,568,TA,TA,Y,0,78,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2727,190,RL,80,8800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,RRAn,Norm,2fmCon,1Story,6,7,1965,2000,Hip,CompShg,BrkFace,VinylSd,None,0,TA,Gd,PConc,TA,TA,Mn,ALQ,901,BLQ,252,34,1187,GasA,Ex,Y,SBrkr,1565,0,0,1565,1,0,2,0,3,1,Gd,7,Min1,2,TA,Attchd,1965,RFn,1,299,TA,TA,Y,200,25,211,0,0,0,NA,MnPrv,Shed,460,6,2006,WD,Abnorml
+2728,20,RL,NA,10368,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1964,1964,Hip,CompShg,HdBoard,HdBoard,BrkFace,112,TA,TA,CBlock,TA,TA,No,ALQ,260,LwQ,748,0,1008,GasA,Ex,Y,SBrkr,1488,0,0,1488,1,0,1,1,3,1,TA,7,Typ,1,Gd,Attchd,1964,Fin,2,430,TA,TA,Y,154,60,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2729,60,RL,85,9350,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,5,6,1964,1964,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,360,Unf,0,360,720,GasA,Gd,Y,SBrkr,720,720,0,1440,0,0,1,1,4,1,TA,7,Typ,1,Po,Attchd,1964,Fin,2,480,TA,TA,Y,0,32,240,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2730,20,RL,80,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1960,1960,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,88,TA,TA,CBlock,TA,TA,No,ALQ,632,Unf,0,616,1248,GasA,Ex,Y,SBrkr,1248,0,0,1248,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1960,Unf,1,286,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2006,WD,Normal
+2731,30,RL,60,8550,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,8,1934,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,574,Unf,0,242,816,GasA,Ex,Y,SBrkr,816,0,0,816,1,0,1,0,2,1,TA,4,Typ,1,Fa,Attchd,1949,Unf,1,240,TA,TA,Y,228,0,40,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal
+2732,20,RL,68,9724,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1947,1950,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,938,938,GasA,Ex,Y,SBrkr,1043,0,0,1043,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1947,Unf,1,273,TA,TA,Y,125,48,0,0,0,0,NA,GdWo,NA,0,5,2006,WD,Normal
+2733,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1961,1990,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,Mn,BLQ,915,Unf,0,336,1251,GasA,TA,Y,SBrkr,1433,0,0,1433,1,0,1,0,3,1,TA,7,Min1,1,Gd,Attchd,1961,Unf,2,441,TA,TA,Y,144,0,205,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2734,20,RL,89,10858,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,6,1952,1952,Gable,CompShg,Wd Sdng,Plywood,Stone,150,TA,Gd,CBlock,TA,TA,Mn,LwQ,40,Unf,0,1404,1444,GasA,Ex,Y,SBrkr,1624,0,0,1624,1,0,1,0,2,1,TA,6,Min1,1,Gd,Attchd,1952,RFn,1,240,TA,TA,Y,0,40,324,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Partial
+2735,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1951,1951,Gable,CompShg,HdBoard,HdBoard,Stone,144,TA,TA,CBlock,TA,TA,No,ALQ,996,Unf,0,60,1056,GasA,Ex,Y,FuseA,1216,0,0,1216,1,0,1,0,3,1,TA,7,Typ,0,NA,Attchd,1951,RFn,1,280,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2736,60,RL,79,9462,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,5,6,1949,1973,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,704,704,GasA,Gd,Y,FuseA,1024,704,0,1728,0,0,1,1,3,1,TA,7,Min1,1,Gd,Attchd,1949,Unf,1,234,TA,TA,Y,245,60,0,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal
+2737,20,RL,82,9888,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1954,1975,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,BLQ,486,Unf,0,450,936,GasA,TA,Y,FuseA,936,0,0,936,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1954,Unf,1,240,TA,TA,Y,0,0,160,0,0,0,NA,MnPrv,NA,0,3,2006,WD,Normal
+2738,90,RL,NA,8917,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1967,1967,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1584,1584,GasA,TA,Y,SBrkr,1584,0,0,1584,0,0,2,0,4,2,TA,8,Typ,0,NA,Detchd,1967,Unf,2,506,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal
+2739,80,RL,NA,12700,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,5,1964,1964,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,939,Unf,0,307,1246,GasA,TA,Y,SBrkr,1246,0,0,1246,1,0,1,0,3,1,TA,6,Typ,2,Gd,Attchd,1964,RFn,2,441,TA,TA,Y,0,69,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal
+2740,20,RL,109,9723,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1963,1963,Hip,CompShg,MetalSd,MetalSd,BrkFace,332,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1008,1008,GasA,TA,Y,SBrkr,1008,0,0,1008,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1963,RFn,2,430,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal
+2741,20,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,5,1957,1957,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,Fa,TA,Mn,BLQ,623,Unf,0,556,1179,GasA,Gd,Y,SBrkr,1364,0,0,1364,0,0,1,1,3,1,TA,6,Typ,1,Gd,Attchd,1957,RFn,1,331,TA,TA,Y,0,60,0,0,0,0,NA,GdPrv,NA,0,3,2006,WD,Normal
+2742,20,RL,NA,9610,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,6,1958,1958,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,632,TA,TA,CBlock,TA,TA,No,Rec,203,Unf,0,918,1121,GasA,Ex,Y,FuseA,1336,0,0,1336,0,0,1,1,3,1,TA,7,Typ,1,TA,Attchd,1958,RFn,2,488,TA,TA,Y,80,0,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal
+2743,80,RL,125,10000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,6,1956,1956,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,272,TA,TA,CBlock,TA,TA,Av,BLQ,678,Rec,281,99,1058,GasA,Ex,Y,SBrkr,1370,0,0,1370,1,0,1,0,3,1,TA,6,Typ,1,TA,Basment,1956,RFn,1,300,TA,TA,Y,191,0,0,0,120,0,NA,MnPrv,NA,0,2,2006,WD,Normal
+2744,20,RL,72,10152,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1956,1994,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,914,Unf,0,210,1124,GasA,Ex,Y,SBrkr,1124,0,0,1124,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1956,Fin,1,353,TA,TA,Y,0,211,180,0,142,0,NA,NA,NA,0,5,2006,WD,Normal
+2745,20,RL,70,8092,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,8,1954,2000,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,176,TA,Gd,CBlock,TA,TA,No,ALQ,824,Unf,0,226,1050,GasA,Ex,Y,SBrkr,1050,0,0,1050,1,0,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1954,RFn,1,286,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Abnorml
+2746,20,RL,66,12778,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1952,2003,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,GLQ,658,Unf,0,350,1008,GasA,Ex,Y,FuseA,1008,0,0,1008,1,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1952,RFn,1,280,TA,TA,Y,0,154,0,0,0,0,NA,MnPrv,NA,0,1,2006,WD,Normal
+2747,20,RL,75,10170,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1951,1951,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,522,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,216,216,GasA,TA,Y,SBrkr,1575,0,0,1575,0,0,1,1,2,1,Gd,5,Typ,1,Gd,Attchd,1951,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2748,80,RL,55,7700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,7,1956,1956,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,No,BLQ,271,Unf,0,30,301,GasA,Ex,Y,FuseA,1145,0,0,1145,0,0,1,0,3,1,TA,6,Min2,0,NA,Detchd,1993,Unf,2,684,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,9,2006,WD,Normal
+2749,20,RL,65,11050,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1956,1956,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,488,Unf,0,517,1005,GasA,Ex,Y,SBrkr,1005,0,0,1005,0,0,1,0,2,1,TA,6,Typ,1,TA,Attchd,1956,Unf,1,319,TA,TA,Y,0,0,0,0,288,0,NA,NA,NA,0,7,2006,WD,Normal
+2750,20,RL,80,13600,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1955,1955,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,144,BLQ,912,0,1056,GasA,Gd,Y,SBrkr,1056,0,0,1056,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1955,Fin,1,300,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,Shed,650,11,2006,WD,Normal
+2751,20,RL,85,15428,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1951,1991,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,741,Unf,0,143,884,GasA,Ex,Y,SBrkr,884,0,0,884,1,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1951,Fin,1,270,TA,TA,Y,0,0,0,0,195,0,NA,NA,NA,0,6,2006,WD,Normal
+2752,30,RL,118,21299,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,7,5,1941,1963,Hip,WdShake,BrkFace,BrkFace,None,0,Gd,TA,CBlock,TA,TA,No,Unf,0,Unf,0,929,929,GasA,Ex,Y,SBrkr,2039,0,0,2039,1,0,1,1,3,1,TA,7,Min1,3,Gd,2Types,1941,Unf,3,791,TA,TA,Y,0,0,90,0,0,0,NA,NA,NA,0,12,2006,COD,Abnorml
+2753,20,RL,70,13300,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1956,2001,Hip,CompShg,Wd Sdng,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,494,Unf,0,521,1015,GasA,Gd,Y,SBrkr,1384,0,0,1384,1,0,1,0,2,1,TA,6,Min1,0,NA,Attchd,2001,Unf,2,896,TA,TA,Y,75,0,0,323,0,0,NA,NA,Shed,400,6,2006,WD,Normal
+2754,190,RL,94,22136,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,2fmCon,1.5Fin,5,5,1925,1975,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,CBlock,TA,TA,Mn,GLQ,1018,Unf,0,1153,2171,GasA,TA,Y,SBrkr,1392,1248,0,2640,2,0,2,1,5,1,TA,10,Maj1,1,Gd,Attchd,1977,RFn,3,1008,TA,TA,N,631,48,148,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2755,50,RL,50,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,6,6,1947,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,784,784,GasA,Ex,Y,FuseA,900,412,0,1312,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1953,Unf,2,649,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal
+2756,30,RL,60,10410,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,3,8,1930,2001,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,TA,TA,No,Unf,0,Unf,0,713,713,GasA,Ex,Y,SBrkr,713,0,0,713,0,0,1,0,2,1,Gd,5,Typ,0,NA,Detchd,1936,Unf,1,371,Fa,Fa,N,0,75,161,0,0,0,NA,NA,NA,0,10,2006,WD,Normal
+2757,30,RL,60,10914,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1Story,3,3,1929,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,CBlock,TA,TA,Mn,Unf,0,Unf,0,715,715,GasA,Fa,N,FuseP,715,0,0,715,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1967,Unf,2,660,Fa,TA,N,0,0,75,0,112,0,NA,NA,NA,0,8,2006,WD,Normal
+2758,50,RL,60,7008,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,4,8,1900,1998,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,Fa,Fa,No,Unf,0,Unf,0,448,448,GasA,Ex,Y,SBrkr,448,272,0,720,0,0,1,0,1,1,Fa,5,Typ,0,NA,Attchd,1900,Unf,1,280,Fa,TA,Y,0,0,70,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2759,70,RL,60,7200,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,8,1915,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Ex,CBlock,TA,TA,No,Rec,338,Unf,0,325,663,GasA,Ex,Y,SBrkr,774,821,0,1595,0,0,2,0,3,1,TA,7,Typ,1,Gd,Detchd,1974,Unf,2,528,TA,TA,Y,49,0,231,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2760,50,RL,60,10818,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,4,4,1910,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,1077,1077,GasA,TA,Y,FuseA,981,779,0,1760,0,0,1,1,4,1,TA,7,Typ,1,TA,Detchd,1935,Unf,2,648,Fa,TA,Y,120,0,96,0,0,0,NA,NA,NA,0,2,2006,COD,Abnorml
+2761,80,RL,83,10184,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,5,1963,1963,Gable,CompShg,HdBoard,HdBoard,BrkFace,379,TA,TA,CBlock,TA,TA,Av,ALQ,580,Unf,0,503,1083,GasA,TA,Y,SBrkr,1146,0,0,1146,0,1,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1963,Unf,1,294,TA,TA,Y,345,75,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2762,20,RL,77,9510,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1962,1985,Gable,CompShg,HdBoard,HdBoard,BrkCmn,161,TA,TA,CBlock,TA,TA,No,ALQ,701,Unf,0,434,1135,GasA,Ex,Y,SBrkr,1207,0,0,1207,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1962,RFn,1,264,TA,TA,Y,0,240,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2763,20,RL,80,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosA,Norm,1Fam,1Story,6,6,1961,1992,Gable,CompShg,HdBoard,HdBoard,BrkFace,104,TA,TA,CBlock,TA,TA,No,Rec,913,Unf,0,400,1313,GasA,TA,Y,SBrkr,1773,0,0,1773,1,0,2,0,3,1,TA,6,Min2,2,TA,Attchd,1961,RFn,2,418,TA,TA,Y,355,98,0,0,144,0,NA,NA,NA,0,8,2006,WD,Normal
+2764,20,RL,86,11650,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,PosA,Norm,1Fam,1Story,7,5,1959,1959,Hip,CompShg,Plywood,Plywood,BrkCmn,58,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,FuseA,1472,0,0,1472,0,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,1959,Unf,2,484,TA,TA,Y,0,68,0,0,227,0,NA,NA,NA,0,6,2006,WD,Normal
+2765,60,RL,NA,18275,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,7,8,1962,1998,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Gd,ALQ,636,Unf,0,802,1438,GasA,TA,Y,SBrkr,1900,548,0,2448,1,0,3,0,3,1,TA,9,Typ,2,Gd,Attchd,1962,RFn,2,441,TA,TA,Y,520,102,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal
+2766,50,RL,60,12144,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,4,6,1950,1950,Gable,CompShg,BrkComm,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,455,Unf,0,455,910,GasA,Gd,Y,SBrkr,910,611,0,1521,0,0,1,1,3,1,Gd,6,Min2,0,NA,Detchd,1950,Unf,1,597,Fa,TA,Y,199,0,168,0,0,0,NA,NA,NA,0,9,2006,WD,Normal
+2767,90,RL,60,8544,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,Duplex,1Story,3,4,1950,1950,Gable,CompShg,BrkFace,Stone,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,Wall,Fa,N,FuseF,1040,0,0,1040,0,0,2,0,2,2,TA,6,Typ,0,NA,Detchd,1950,Unf,2,400,TA,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal
+2768,90,RL,75,8512,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1960,1960,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,Fa,No,Unf,0,Unf,0,1556,1556,GasA,TA,Y,SBrkr,1556,0,0,1556,0,0,2,0,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal
+2769,20,RL,70,7000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,4,1961,1961,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,GLQ,781,Unf,0,369,1150,GasA,TA,Y,SBrkr,1150,0,0,1150,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1961,RFn,1,288,TA,TA,Y,0,0,0,0,162,0,NA,NA,NA,0,7,2006,WD,Normal
+2770,20,RL,74,7400,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,1Story,7,6,1962,1962,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,809,Unf,0,236,1045,GasA,Gd,Y,SBrkr,1045,0,0,1045,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1962,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2771,20,RL,70,7000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1Story,5,6,1962,1962,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,468,Unf,0,396,864,GasA,Gd,Y,SBrkr,864,0,0,864,0,1,1,0,3,1,TA,5,Typ,0,NA,Attchd,1962,Unf,1,336,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,2,2006,WD,Normal
+2772,190,RL,70,7000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,2fmCon,SFoyer,5,5,1962,1962,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,953,Unf,0,72,1025,GasA,TA,Y,SBrkr,1025,0,0,1025,1,0,1,0,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,96,80,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2773,70,RM,62,9856,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,8,1900,2005,Hip,CompShg,CemntBd,CmentBd,None,0,Gd,Gd,PConc,Fa,TA,No,Unf,0,Unf,0,716,716,GasA,Ex,Y,FuseA,1007,1007,0,2014,0,0,2,0,5,1,TA,8,Typ,0,NA,Detchd,1900,Unf,2,624,TA,TA,Y,0,72,167,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2774,50,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,6,1948,1950,Gable,CompShg,MetalSd,MetalSd,Stone,264,TA,TA,CBlock,TA,TA,No,Rec,276,Unf,0,936,1212,GasA,Gd,Y,FuseA,1226,442,0,1668,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1948,Unf,1,240,TA,TA,Y,0,0,140,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2775,50,RM,60,5520,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,4,6,1920,1980,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,Fa,No,LwQ,284,Unf,0,863,1147,GasA,TA,N,SBrkr,1147,510,0,1657,0,0,1,0,4,1,Fa,9,Typ,1,TA,Detchd,1920,Unf,1,162,Fa,Fa,N,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2776,50,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,6,8,1900,2004,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Rec,381,Unf,0,399,780,GasA,Ex,Y,SBrkr,940,476,0,1416,0,1,1,0,3,1,Gd,7,Typ,0,NA,Detchd,1956,Unf,2,400,TA,TA,Y,0,24,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2777,70,RM,58,6451,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,7,1900,1970,Gable,CompShg,AsbShng,Wd Sdng,None,0,TA,TA,Stone,TA,TA,No,Rec,208,Unf,0,504,712,GasA,Gd,Y,SBrkr,848,580,0,1428,1,0,1,0,4,1,TA,7,Typ,0,NA,Detchd,1985,Fin,2,576,TA,TA,Y,264,0,84,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2778,70,RM,66,3960,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,8,1930,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,502,502,GasA,TA,N,SBrkr,502,502,0,1004,0,0,1,0,2,1,Gd,5,Typ,1,Po,Detchd,1930,Unf,1,200,Fa,TA,N,280,0,68,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal
+2779,190,RM,56,7745,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,1.5Fin,4,6,1900,1950,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,TA,TA,No,Unf,0,Unf,0,938,938,GasA,Gd,N,SBrkr,1084,867,0,1951,0,0,2,0,4,2,Fa,9,Typ,0,NA,Detchd,1993,Unf,2,576,TA,TA,P,0,6,28,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2780,30,RM,56,7741,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,6,5,1924,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Fa,No,BLQ,143,Rec,72,817,1032,GasA,Gd,N,FuseA,1032,0,0,1032,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1995,Unf,1,280,TA,TA,Y,0,0,112,0,0,0,NA,MnPrv,NA,0,6,2006,COD,Abnorml
+2781,30,RM,50,5633,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,7,1925,1950,Gable,CompShg,MetalSd,Stucco,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,844,844,GasA,TA,Y,SBrkr,844,0,0,844,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1925,Unf,1,216,TA,TA,N,50,81,123,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2782,20,RM,60,7200,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,5,1950,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,576,576,GasA,Ex,Y,SBrkr,864,0,0,864,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1952,RFn,1,528,TA,TA,Y,0,0,0,0,115,0,NA,NA,NA,0,8,2006,COD,Normal
+2783,70,RM,42,7614,Pave,Grvl,Reg,Lvl,AllPub,Inside,Mod,OldTown,Norm,Norm,1Fam,2Story,3,5,1905,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Fa,Mn,Unf,0,Unf,0,738,738,GasA,Gd,Y,FuseA,714,662,0,1376,0,0,1,0,2,1,TA,7,Typ,0,NA,Detchd,1930,Unf,1,216,TA,TA,N,0,0,104,0,225,0,NA,NA,NA,0,3,2006,WD,Normal
+2784,190,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,1Story,5,7,1955,1955,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,GLQ,576,Unf,0,384,960,GasA,TA,Y,FuseA,960,0,0,960,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1976,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2785,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,7,1924,1950,Gable,CompShg,MetalSd,MetalSd,BrkFace,145,TA,Gd,PConc,TA,TA,No,Unf,0,Unf,0,816,816,GasA,Ex,Y,SBrkr,816,750,0,1566,0,0,1,1,5,1,Gd,7,Typ,0,NA,Detchd,1976,Unf,2,450,TA,TA,Y,24,0,296,0,0,0,NA,MnPrv,NA,0,8,2006,WD,Normal
+2786,30,RM,52,7830,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,3,5,1921,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,BrkTil,Fa,TA,No,LwQ,416,Unf,0,76,492,GasA,TA,Y,SBrkr,492,0,0,492,1,0,1,0,1,1,TA,3,Typ,0,NA,Detchd,1921,Unf,1,200,Fa,TA,N,0,0,78,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2787,50,RM,56,9576,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,6,7,1945,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Fa,TA,No,Rec,310,Unf,0,460,770,GasA,TA,Y,SBrkr,885,297,0,1182,0,0,1,1,3,1,TA,5,Typ,0,NA,Detchd,1945,Unf,1,378,Fa,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,5,2006,WD,Normal
+2788,30,RM,48,5747,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,3,4,1920,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,798,798,GasA,Gd,Y,SBrkr,840,0,0,840,0,0,1,0,2,1,Fa,5,Typ,0,NA,Detchd,1938,Unf,1,250,TA,Fa,N,112,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2789,75,RM,70,6300,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,7,6,1910,2005,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1226,1226,GasA,Ex,Y,SBrkr,1226,878,0,2104,0,0,2,0,5,1,TA,9,Typ,0,NA,Detchd,1910,Unf,2,432,Fa,TA,P,0,341,88,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2790,90,RM,33,5976,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,Duplex,2Story,5,7,1920,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,624,624,GasA,Gd,N,FuseA,624,624,0,1248,0,0,2,0,2,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,130,256,0,0,0,NA,NA,NA,0,12,2006,WD,Normal
+2791,20,RM,65,9750,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,5,1958,1958,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,960,960,GasA,Ex,Y,SBrkr,960,0,0,960,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,2002,Unf,2,624,TA,TA,Y,0,0,0,0,0,0,NA,NA,Gar2,4500,7,2006,WD,Normal
+2792,50,C (all),63,4761,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Unf,3,3,1918,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Fa,Fa,BrkTil,TA,Fa,No,Unf,0,Unf,0,1020,1020,GasA,Fa,N,FuseP,1020,0,0,1020,0,0,1,0,2,1,Fa,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,105,0,0,0,NA,NA,NA,0,10,2006,ConLD,Normal
+2793,70,RL,69,11737,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,2Story,6,7,1924,1996,Gambrel,CompShg,BrkComm,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,848,848,GasW,TA,N,SBrkr,1017,810,0,1827,0,0,1,0,2,1,TA,9,Typ,1,Gd,Detchd,1943,Unf,1,240,Fa,TA,Y,27,36,42,0,0,0,NA,GdPrv,NA,0,5,2006,WD,Normal
+2794,50,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,3,5,1930,1950,Gable,CompShg,AsbShng,AsbShng,None,0,Gd,TA,CBlock,TA,TA,No,Rec,347,Unf,0,381,728,GasA,Ex,Y,SBrkr,728,434,0,1162,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1930,Unf,1,258,Fa,Po,Y,0,24,0,0,0,0,NA,NA,NA,0,11,2006,ConLI,Abnorml
+2795,50,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,7,1930,1984,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,741,741,GasA,Gd,Y,SBrkr,741,583,0,1324,0,0,1,0,3,1,Gd,7,Typ,0,NA,Detchd,1930,Unf,1,180,Fa,TA,Y,0,0,55,0,0,0,NA,NA,NA,0,2,2006,WD,Normal
+2796,30,RL,50,11672,Pave,Pave,IR2,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,5,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,816,816,GasA,TA,Y,FuseA,816,0,0,816,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1925,Unf,1,210,Fa,Fa,N,168,0,112,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2797,50,RM,90,33120,Pave,NA,IR3,Lvl,AllPub,Inside,Gtl,OldTown,RRAn,Feedr,1Fam,1.5Fin,6,5,1962,1962,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1595,1595,GasA,TA,Y,SBrkr,1611,875,0,2486,0,0,2,0,5,1,TA,8,Typ,1,Gd,Detchd,1962,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal
+2798,50,RM,60,10320,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,5,1924,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,596,596,GasA,Po,Y,FuseF,834,596,0,1430,0,0,2,0,3,1,Fa,7,Typ,0,NA,Detchd,1924,Unf,2,370,Fa,Fa,Y,218,0,0,0,210,0,NA,NA,NA,0,10,2006,WD,Abnorml
+2799,70,RM,60,7518,Pave,NA,Reg,Lvl,AllPub,FR3,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,5,8,1910,2004,Gable,CompShg,AsbShng,Plywood,None,0,Fa,Gd,BrkTil,Fa,Fa,No,Unf,0,Unf,0,396,396,GasA,Gd,Y,SBrkr,665,665,0,1330,0,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,2001,Unf,1,390,TA,TA,N,0,72,45,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal
+2800,30,RM,50,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,5,4,1919,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,610,610,GasA,Ex,N,FuseA,819,0,0,819,0,0,1,0,2,1,Gd,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,9,2006,WD,Abnorml
+2801,30,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,6,6,1930,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,343,Unf,0,641,984,GasA,TA,Y,FuseF,984,0,0,984,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1930,Unf,1,308,TA,TA,N,0,0,164,0,0,0,NA,NA,NA,0,3,2006,ConLI,Family
+2802,50,RL,82,12375,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1.5Fin,5,5,1951,1951,Gable,CompShg,HdBoard,HdBoard,Stone,41,TA,Fa,CBlock,TA,TA,No,BLQ,329,Unf,0,477,806,GasA,TA,Y,SBrkr,1081,341,0,1422,1,0,1,0,3,1,TA,7,Typ,1,TA,Detchd,1951,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,6,2006,WD,Normal
+2803,90,RL,120,11136,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Feedr,Duplex,1Story,6,5,1964,1964,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1921,1921,GasA,TA,Y,SBrkr,1921,0,0,1921,0,0,2,0,4,2,TA,8,Typ,0,NA,Detchd,1964,Unf,2,576,TA,TA,Y,0,180,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2804,20,RL,100,21370,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1950,1950,Gable,CompShg,Wd Sdng,MetalSd,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,FuseA,1640,0,0,1640,0,0,1,0,3,1,TA,7,Min1,1,Gd,Attchd,1950,RFn,2,394,TA,TA,Y,0,0,225,0,0,0,NA,NA,Shed,600,6,2006,WD,Normal
+2805,30,RL,55,8250,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,7,1935,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,SBrkr,1032,0,0,1032,0,0,1,0,2,1,TA,6,Typ,1,TA,Detchd,1939,Unf,1,260,TA,TA,Y,0,0,121,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2806,30,RL,50,5220,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1Story,5,3,1936,1950,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,830,830,GasA,Gd,Y,SBrkr,879,0,0,879,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1936,Unf,1,180,TA,TA,P,0,108,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal
+2807,20,RL,50,5500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1Story,7,5,2004,2004,Shed,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,Gd,Mn,GLQ,510,LwQ,373,190,1073,GasA,Ex,Y,SBrkr,1073,0,0,1073,1,0,2,0,2,1,TA,4,Typ,0,NA,Detchd,2004,Unf,1,246,TA,TA,Y,0,120,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2808,20,RL,NA,11327,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1967,1967,Hip,CompShg,HdBoard,HdBoard,BrkFace,305,TA,TA,CBlock,TA,TA,Av,ALQ,779,Unf,0,285,1064,GasA,TA,Y,SBrkr,1064,0,0,1064,0,1,1,0,3,1,TA,6,Typ,1,TA,Attchd,1967,Unf,2,528,TA,TA,Y,314,48,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2809,80,RL,80,10366,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,6,7,1964,1964,Gable,CompShg,HdBoard,Plywood,None,0,TA,Gd,CBlock,TA,TA,Av,GLQ,456,Unf,0,456,912,GasA,TA,Y,SBrkr,934,0,0,934,0,1,1,0,2,1,TA,4,Typ,0,NA,Attchd,1964,Unf,1,336,TA,TA,Y,77,0,0,0,0,0,NA,GdPrv,Shed,500,7,2006,WD,Normal
+2810,20,RL,75,9000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1966,1966,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,773,Unf,0,286,1059,GasA,Gd,Y,SBrkr,1059,0,0,1059,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1966,Fin,1,286,TA,TA,Y,0,88,0,0,0,0,NA,GdWo,NA,0,6,2006,WD,Abnorml
+2811,20,RL,NA,9535,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1967,1967,Gable,CompShg,HdBoard,HdBoard,BrkFace,450,TA,TA,CBlock,TA,TA,No,BLQ,194,LwQ,982,0,1176,GasA,TA,Y,SBrkr,1458,0,0,1458,1,0,1,1,3,1,TA,7,Typ,1,TA,Attchd,1967,Unf,2,512,TA,TA,Y,284,0,0,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal
+2812,80,RL,NA,7176,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,6,6,1978,1978,Gable,CompShg,HdBoard,HdBoard,BrkFace,200,TA,TA,CBlock,TA,Gd,Gd,GLQ,794,Unf,0,166,960,GasA,Fa,Y,SBrkr,1040,0,0,1040,1,0,1,0,3,1,TA,6,Typ,1,Fa,Detchd,1979,Unf,2,616,TA,TA,Y,131,0,0,0,180,0,NA,GdPrv,NA,0,7,2006,WD,Normal
+2813,90,RL,NA,9662,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,Duplex,1Story,5,4,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1967,1967,GasA,TA,Y,SBrkr,1967,0,0,1967,0,0,2,0,6,2,TA,10,Typ,0,NA,Attchd,1977,Fin,2,580,TA,TA,Y,170,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal
+2814,90,RL,75,8235,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,Duplex,1Story,5,4,1977,1977,Gable,CompShg,Plywood,Plywood,BrkFace,99,TA,TA,CBlock,TA,TA,No,Rec,483,Unf,0,1466,1949,GasA,TA,Y,SBrkr,1949,0,0,1949,0,0,2,0,6,2,TA,10,Typ,0,NA,Attchd,1977,RFn,2,586,TA,TA,Y,32,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2815,30,RL,NA,17529,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1924,1950,Gable,CompShg,BrkFace,Wd Sdng,Stone,65,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,872,872,GasA,Fa,N,FuseF,872,0,0,872,0,0,1,0,2,1,Fa,5,Mod,1,Gd,Detchd,1924,Unf,1,322,Fa,Fa,N,0,0,116,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2816,20,RL,NA,20355,Pave,NA,Reg,Low,AllPub,Inside,Mod,ClearCr,Norm,Norm,1Fam,1Story,7,6,1967,1967,Gable,Tar&Grv,Plywood,Plywood,BrkFace,123,TA,TA,CBlock,Gd,TA,Av,Rec,810,ALQ,826,229,1865,GasA,TA,Y,SBrkr,1830,0,0,1830,1,0,1,0,2,1,TA,6,Typ,2,Gd,Attchd,1967,Unf,2,521,TA,TA,Y,0,115,168,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2817,20,RL,87,13050,Pave,NA,Reg,Low,AllPub,Inside,Mod,ClearCr,Norm,Norm,1Fam,1Story,5,6,1963,1963,Flat,Tar&Grv,WdShing,Wd Shng,None,0,TA,TA,CBlock,Gd,TA,Av,Rec,104,ALQ,850,46,1000,GasA,Ex,Y,SBrkr,1000,0,0,1000,1,0,1,0,1,1,TA,4,Typ,2,TA,Attchd,1993,Unf,2,575,TA,TA,Y,238,0,148,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2818,85,RL,72,10820,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,SFoyer,5,7,1971,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,153,TA,TA,PConc,Gd,TA,Av,GLQ,535,Rec,159,88,782,GasA,Ex,Y,SBrkr,810,0,0,810,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1973,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2006,WD,Normal
+2819,150,RL,NA,1700,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,ClearCr,Norm,Norm,Twnhs,1.5Fin,7,5,1980,1981,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,397,Unf,0,33,430,GasA,TA,Y,SBrkr,880,680,140,1700,1,0,2,1,2,1,Gd,7,Typ,0,NA,Basment,1980,Fin,1,450,Gd,TA,Y,188,36,0,0,200,0,NA,NA,NA,0,4,2006,WD,Normal
+2820,20,RL,75,9375,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1954,1954,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,799,Unf,0,168,967,GasA,Ex,Y,SBrkr,1350,0,0,1350,0,0,1,1,3,1,TA,6,Typ,1,Gd,Attchd,1954,RFn,2,504,TA,TA,Y,237,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2821,50,RL,62,6488,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,5,1942,1950,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,230,Unf,0,569,799,GasA,Ex,N,FuseA,799,351,0,1150,0,0,1,0,3,1,TA,6,Mod,2,TA,BuiltIn,1942,Unf,1,215,TA,TA,Y,264,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Family
+2822,70,RL,114,19950,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,2Story,6,7,1928,1950,Gable,CompShg,WdShing,Plywood,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,672,672,GasA,Ex,Y,SBrkr,1337,672,0,2009,0,0,2,0,4,1,TA,8,Typ,2,Gd,2Types,1928,Unf,3,795,TA,TA,P,0,42,0,0,180,0,NA,NA,NA,0,12,2006,WD,Normal
+2823,75,RL,60,19800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,2.5Unf,6,8,1935,1990,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Rec,425,Unf,0,1411,1836,GasA,Gd,Y,SBrkr,1836,1836,0,3672,0,0,3,1,5,1,Gd,7,Typ,2,Gd,Detchd,1993,Unf,2,836,TA,TA,Y,684,80,32,0,0,0,NA,NA,NA,0,12,2006,WD,Normal
+2824,80,RL,78,11679,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,SLvl,5,5,1962,1962,Gable,CompShg,Plywood,Plywood,Stone,96,TA,TA,CBlock,TA,TA,Gd,ALQ,612,Rec,1164,0,1776,GasA,Ex,Y,SBrkr,1560,0,0,1560,0,1,2,0,3,1,TA,6,Min2,1,Fa,Attchd,1962,Fin,2,528,TA,TA,Y,453,253,144,0,0,0,NA,MnPrv,NA,0,5,2006,WD,Normal
+2825,20,RL,80,12048,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1952,2002,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,232,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,SBrkr,1488,0,0,1488,0,0,1,0,3,1,TA,7,Typ,1,Ex,Attchd,2002,RFn,2,569,TA,TA,Y,0,189,36,0,348,0,NA,NA,NA,0,4,2006,WD,Normal
+2826,20,RL,70,10519,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,8,1955,1999,Hip,CompShg,MetalSd,MetalSd,Stone,164,TA,TA,CBlock,TA,TA,Mn,Unf,0,Unf,0,1057,1057,GasA,Gd,Y,SBrkr,1057,0,0,1057,0,1,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1955,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2827,50,RL,75,9525,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,5,1953,1953,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,468,Unf,0,532,1000,GasA,TA,Y,SBrkr,1068,541,0,1609,0,0,1,1,5,1,TA,7,Typ,0,NA,Attchd,1953,Unf,1,305,Fa,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2828,60,RL,88,12128,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,4,1989,1989,Gable,CompShg,HdBoard,HdBoard,BrkFace,232,Gd,TA,CBlock,Gd,TA,No,ALQ,549,Unf,0,319,868,GasA,Ex,Y,SBrkr,1313,1246,0,2559,0,0,2,1,4,1,Ex,9,Typ,1,TA,Attchd,1989,RFn,2,506,TA,TA,Y,0,245,0,0,168,0,NA,MnPrv,NA,0,11,2006,WD,Abnorml
+2829,90,RL,73,9069,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,Duplex,SFoyer,6,8,1993,1993,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,Gd,PConc,Gd,TA,Av,LwQ,261,GLQ,1083,0,1344,GasA,Gd,Y,SBrkr,1440,0,0,1440,2,0,2,0,2,2,Gd,8,Typ,0,NA,Attchd,1993,Unf,4,920,TA,TA,Y,288,0,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2830,60,RL,133,11003,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1308,1308,GasA,Ex,Y,SBrkr,1308,568,0,1876,0,0,2,1,3,1,Gd,7,Typ,0,NA,BuiltIn,2005,RFn,3,848,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial
+2831,20,RL,64,7488,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,393,Unf,0,815,1208,GasA,Ex,Y,SBrkr,1208,0,0,1208,0,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2005,RFn,2,632,TA,TA,Y,105,58,0,0,0,0,NA,NA,NA,0,2,2006,WD,Abnorml
+2832,20,RL,90,13377,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,6,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1576,Unf,0,260,1836,GasA,Gd,Y,SBrkr,1846,0,0,1846,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,2,495,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial
+2833,20,RL,78,11645,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,198,Gd,TA,PConc,Ex,TA,Gd,GLQ,1122,Unf,0,448,1570,GasA,Ex,Y,SBrkr,1590,0,0,1590,1,0,2,1,2,1,Ex,6,Typ,0,NA,Attchd,2005,Fin,3,754,TA,TA,Y,176,80,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial
+2834,60,RL,91,10984,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,945,945,GasA,Ex,Y,SBrkr,945,864,0,1809,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2005,RFn,2,638,TA,TA,Y,144,54,0,0,0,0,NA,NA,NA,0,5,2006,New,Partial
+2835,20,RL,78,9316,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,140,Gd,TA,PConc,Gd,TA,Gd,GLQ,56,Unf,0,1558,1614,GasA,Ex,Y,SBrkr,1614,0,0,1614,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,576,TA,TA,Y,100,45,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2836,60,RL,78,9316,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,532,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,784,784,GasA,Ex,Y,SBrkr,784,812,0,1596,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2005,RFn,2,610,TA,TA,Y,144,45,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2837,20,RL,80,12000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1Story,6,5,1968,1968,Gable,CompShg,Plywood,Plywood,None,0,TA,Fa,CBlock,Gd,Fa,No,LwQ,853,Unf,0,535,1388,GasA,Gd,Y,SBrkr,1388,0,0,1388,1,0,2,0,3,1,TA,6,Typ,1,Po,Attchd,1968,RFn,2,522,TA,TA,Y,0,58,0,0,0,0,NA,NA,NA,0,7,2006,COD,Abnorml
+2838,20,RL,95,13015,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1996,1996,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,TA,No,Unf,0,Unf,0,1100,1100,GasA,Ex,Y,SBrkr,1100,0,0,1100,0,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1996,RFn,2,462,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2839,60,RL,65,12438,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,PosN,Norm,1Fam,2Story,6,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,BrkFace,68,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,781,781,GasA,Ex,Y,SBrkr,795,704,0,1499,0,0,2,1,3,1,Gd,6,Typ,1,TA,Attchd,1995,RFn,2,473,TA,TA,Y,413,91,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal
+2840,20,RL,NA,8685,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,846,Unf,0,579,1425,GasA,Ex,Y,SBrkr,1425,0,0,1425,1,0,2,0,3,1,TA,5,Typ,0,NA,Attchd,1998,RFn,2,591,TA,TA,Y,0,130,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2841,60,RL,68,9272,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,500,Unf,0,342,842,GasA,Ex,Y,SBrkr,856,893,0,1749,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1999,RFn,2,515,TA,TA,Y,140,85,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2842,60,RL,72,13426,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,894,Unf,0,57,951,GasA,Ex,Y,SBrkr,951,828,0,1779,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1999,Fin,2,586,TA,TA,Y,208,107,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal
+2843,60,RL,50,8340,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,6,1977,1977,Gable,CompShg,HdBoard,Plywood,BrkFace,62,TA,TA,CBlock,Gd,TA,Av,GLQ,509,Unf,0,166,675,GasA,TA,Y,SBrkr,686,702,0,1388,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1977,Unf,1,317,TA,TA,Y,406,36,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal
+2844,80,RL,42,10385,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,SLvl,6,6,1978,1978,Gable,CompShg,HdBoard,HdBoard,BrkFace,123,TA,TA,CBlock,TA,Gd,Av,ALQ,595,LwQ,400,0,995,GasA,TA,Y,SBrkr,1282,0,0,1282,0,1,2,0,3,1,TA,6,Typ,0,NA,Detchd,1989,Unf,3,672,Fa,TA,Y,386,0,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2845,20,RL,60,7200,Pave,NA,Reg,Low,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,8,1972,1972,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,437,Unf,0,427,864,GasA,Ex,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1977,Unf,1,297,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,3,2006,WD,Normal
+2846,60,RL,NA,9930,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,199,Gd,TA,PConc,Gd,TA,No,GLQ,456,Unf,0,370,826,GasA,Ex,Y,SBrkr,878,884,0,1762,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2002,Fin,2,591,TA,TA,Y,320,54,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2847,60,RL,45,9468,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,148,TA,TA,PConc,Gd,TA,Mn,GLQ,639,Unf,0,201,840,GasA,Ex,Y,SBrkr,840,915,0,1755,1,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1999,RFn,2,530,TA,TA,Y,176,73,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal
+2848,20,RL,NA,11088,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2002,2002,Hip,CompShg,Stucco,Stucco,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,872,Unf,0,476,1348,GasA,Ex,Y,SBrkr,1358,0,0,1358,1,0,1,1,1,1,Gd,5,Typ,1,TA,Attchd,2002,Unf,2,418,TA,TA,Y,68,166,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2849,60,RL,70,8726,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,872,872,GasA,Ex,Y,SBrkr,872,1037,0,1909,0,0,2,1,4,1,Gd,8,Typ,0,NA,BuiltIn,2002,RFn,2,529,TA,TA,Y,0,108,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal
+2850,60,RL,67,10566,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,261,Gd,TA,PConc,Gd,TA,Av,GLQ,920,Unf,0,170,1090,GasA,Ex,Y,SBrkr,1090,1124,0,2214,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1999,Fin,3,646,TA,TA,Y,197,80,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2851,60,RL,NA,21533,Pave,NA,IR2,Lvl,AllPub,FR2,Gtl,CollgCr,Feedr,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1065,1065,GasA,Ex,Y,SBrkr,1065,984,0,2049,0,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1997,Unf,2,467,TA,TA,Y,120,48,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal
+2852,60,RL,90,11250,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,227,TA,TA,PConc,Gd,TA,Mn,ALQ,796,Unf,0,258,1054,GasA,Ex,Y,SBrkr,1070,869,0,1939,0,1,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1998,RFn,3,555,TA,TA,Y,128,84,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2853,60,RL,90,11250,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1995,1996,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,Gd,Gd,Av,GLQ,685,Unf,0,245,930,GasA,Ex,Y,SBrkr,950,1045,0,1995,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1995,RFn,2,610,TA,TA,Y,275,170,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2854,120,RM,37,4435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,170,Gd,TA,PConc,Gd,TA,Av,GLQ,717,Unf,0,131,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,4,Typ,0,NA,Attchd,2003,Fin,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2855,20,RL,70,8810,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1000,Unf,0,390,1390,GasA,Ex,Y,SBrkr,1390,0,0,1390,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2003,RFn,2,545,TA,TA,Y,0,68,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2856,60,RL,74,8581,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,Mn,Unf,0,Unf,0,851,851,GasA,Ex,Y,SBrkr,851,886,0,1737,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2006,RFn,2,578,TA,TA,Y,0,105,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial
+2857,60,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,784,784,GasA,Ex,Y,SBrkr,784,827,0,1611,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2005,RFn,2,572,TA,TA,Y,144,36,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2858,20,RL,65,8772,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,996,Unf,0,340,1336,GasA,Ex,Y,SBrkr,1336,0,0,1336,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2005,Unf,2,502,TA,TA,Y,136,43,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial
+2859,70,RL,67,8777,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Edwards,Feedr,Norm,1Fam,2Story,4,6,1910,2000,Gable,CompShg,Plywood,Plywood,None,0,TA,Gd,CBlock,Gd,TA,No,Rec,173,BLQ,337,166,676,GasA,Gd,Y,SBrkr,760,676,0,1436,1,0,2,0,3,1,TA,6,Min1,0,NA,Attchd,1950,Unf,2,528,TA,TA,Y,147,0,0,0,0,0,NA,NA,Shed,420,10,2006,WD,Normal
+2860,90,RL,38,7840,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,Duplex,SFoyer,6,5,1975,1975,Flat,Tar&Grv,Plywood,Wd Shng,BrkFace,355,TA,TA,CBlock,Gd,TA,Gd,GLQ,976,Unf,0,0,976,GasA,TA,Y,SBrkr,1012,0,0,1012,0,2,2,0,4,0,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,AdjLand
+2861,20,RL,73,16133,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,4,1969,1969,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,Gd,TA,Mn,ALQ,847,Unf,0,329,1176,GasA,TA,Y,SBrkr,1176,0,0,1176,1,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1969,Unf,1,360,TA,TA,Y,0,92,0,0,112,0,NA,NA,NA,0,12,2006,WD,Abnorml
+2862,60,RL,62,7162,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,2Story,7,5,2003,2004,Hip,CompShg,HdBoard,Stucco,BrkFace,190,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,796,796,GasA,Ex,Y,SBrkr,806,918,0,1724,0,0,2,1,3,1,Gd,8,Typ,1,Gd,BuiltIn,2003,Fin,2,616,TA,TA,Y,168,57,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2863,20,RL,75,8050,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,NA,NA,TA,TA,PConc,Gd,TA,Av,GLQ,475,ALQ,297,142,914,GasA,Ex,Y,SBrkr,914,0,0,914,1,0,1,0,2,1,Gd,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,32,0,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2864,60,RL,90,11060,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,2Story,7,5,2003,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1150,1150,GasA,Ex,Y,SBrkr,1164,1150,0,2314,0,0,2,1,3,1,Gd,9,Typ,1,Ex,BuiltIn,2003,Fin,2,502,TA,TA,Y,0,274,0,0,0,0,NA,NA,NA,0,2,2006,ConLD,Normal
+2865,180,RM,35,3675,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,TwnhsE,SFoyer,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,82,TA,TA,PConc,Gd,TA,Gd,GLQ,547,Unf,0,0,547,GasA,Gd,Y,SBrkr,1072,0,0,1072,1,0,1,0,2,1,TA,5,Typ,0,NA,Basment,2005,Fin,2,525,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,10,2006,New,Partial
+2866,160,RM,24,2522,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Twnhs,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,Stone,50,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,970,970,GasA,Ex,Y,SBrkr,970,739,0,1709,0,0,2,0,3,1,Gd,7,Maj1,0,NA,Detchd,2004,Unf,2,380,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2867,50,RL,56,6956,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,4,7,1948,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,Fa,TA,Mn,Unf,0,Unf,0,624,624,GasA,Ex,Y,SBrkr,624,312,0,936,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1948,Unf,1,265,TA,Po,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2868,50,RL,72,7822,Pave,NA,Reg,Bnk,AllPub,Corner,Gtl,Edwards,Artery,Norm,1Fam,1.5Fin,6,3,1915,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,Fa,BrkTil,Fa,Fa,No,Unf,0,Unf,0,832,832,GasA,TA,Y,FuseF,846,492,0,1338,0,0,2,0,3,1,TA,7,Typ,0,NA,Detchd,1974,Unf,2,528,TA,TA,N,0,0,208,0,0,0,NA,GdPrv,NA,0,5,2006,WD,AdjLand
+2869,50,RL,62,8707,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Edwards,Feedr,Norm,1Fam,1.5Fin,4,5,1924,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1093,1093,GasA,TA,N,FuseF,1093,576,0,1669,0,0,1,1,4,1,TA,9,Min2,0,NA,Attchd,1924,Unf,1,288,Fa,TA,Y,0,0,56,0,0,0,NA,NA,NA,0,5,2006,WD,AdjLand
+2870,20,RL,60,16012,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,4,1954,1968,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,60,TA,TA,CBlock,TA,TA,No,Rec,691,Unf,0,263,954,GasA,Ex,Y,SBrkr,1482,0,0,1482,0,1,2,0,3,1,TA,6,Min1,1,Gd,2Types,1956,Unf,2,609,TA,TA,Y,0,30,0,0,0,0,NA,MnPrv,NA,0,10,2006,WD,Abnorml
+2871,50,RL,45,8248,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,4,4,1922,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,864,864,GasA,TA,N,SBrkr,964,0,450,1414,0,0,1,0,3,1,TA,8,Typ,1,Gd,NA,NA,NA,0,0,NA,NA,N,0,0,112,0,0,0,NA,NA,NA,0,9,2006,COD,Abnorml
+2872,30,RL,60,8088,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Feedr,Norm,1Fam,1Story,2,3,1922,1955,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,498,498,GasA,TA,N,FuseF,498,0,0,498,0,0,1,0,1,1,TA,3,Typ,0,NA,Detchd,1922,Unf,1,216,Fa,Fa,N,0,0,100,0,0,0,NA,NA,NA,0,2,2006,ConLD,Normal
+2873,50,RL,76,11388,Pave,NA,Reg,Low,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,1.5Fin,4,7,1910,1993,Gable,CompShg,VinylSd,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,616,616,GasA,TA,N,SBrkr,1055,218,0,1273,0,0,1,0,3,1,Gd,5,Min2,0,NA,Detchd,1910,Unf,1,275,TA,Fa,N,212,0,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal
+2874,50,RL,60,10890,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,5,5,1938,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Fa,TA,No,LwQ,930,Unf,0,128,1058,GasA,TA,Y,SBrkr,1058,493,0,1551,1,0,2,0,3,1,Fa,6,Typ,0,NA,Detchd,1938,Unf,1,240,Fa,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal
+2875,190,RH,58,6430,Pave,NA,Reg,Bnk,AllPub,Corner,Gtl,SWISU,Feedr,Norm,2fmCon,1.5Fin,6,6,1945,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,780,Unf,0,0,780,GasA,TA,N,FuseF,816,524,0,1340,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1945,Unf,1,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Abnorml
+2876,70,RL,43,7000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Feedr,Norm,1Fam,2Story,7,8,1926,1997,Gable,CompShg,Wd Sdng,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,424,Unf,0,200,624,GasA,Ex,Y,SBrkr,743,736,0,1479,1,0,1,0,3,1,Gd,6,Typ,2,Gd,Detchd,1926,Unf,1,312,TA,TA,Y,530,0,56,0,0,0,NA,MnPrv,NA,0,5,2006,WD,Normal
+2877,70,RL,69,4899,Pave,NA,Reg,HLS,AllPub,Corner,Gtl,SWISU,Norm,Norm,1Fam,2Story,6,8,1920,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,BLQ,305,Unf,0,450,755,GasA,Ex,Y,SBrkr,755,755,0,1510,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1920,Unf,1,216,TA,TA,Y,0,0,164,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2878,70,RL,54,9399,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2.5Unf,7,8,1919,1950,Gable,CompShg,MetalSd,Stucco,None,0,TA,TA,BrkTil,TA,TA,Mn,Unf,0,Unf,0,818,818,GasA,TA,Y,SBrkr,818,818,0,1636,0,0,1,1,4,1,Gd,7,Typ,1,Gd,Detchd,1919,Unf,1,288,Fa,TA,N,0,0,212,0,0,0,NA,NA,NA,0,9,2006,WD,Abnorml
+2879,50,RL,84,10164,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,5,5,1939,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,Fa,Av,LwQ,646,Unf,0,346,992,GasA,Fa,Y,SBrkr,992,473,0,1465,0,0,2,0,3,1,TA,6,Typ,2,TA,Detchd,1939,Unf,1,240,TA,TA,Y,0,126,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal
+2880,50,RL,51,6191,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,5,4,1941,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Fa,Fa,No,LwQ,384,Unf,0,440,824,GasA,TA,N,SBrkr,824,464,0,1288,0,0,1,0,4,1,TA,6,Typ,0,NA,Detchd,1941,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal
+2881,50,RL,66,21780,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,5,1920,1950,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,PConc,TA,Fa,No,Unf,0,Unf,0,817,817,GasA,Gd,Y,FuseF,940,610,0,1550,0,0,1,1,3,1,TA,7,Min2,1,TA,Detchd,1937,Unf,1,318,TA,TA,P,0,0,429,0,0,0,NA,MnPrv,NA,0,9,2006,WD,Normal
+2882,50,RL,80,12400,Pave,NA,Reg,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,1.5Fin,5,6,1940,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Gd,TA,Mn,BLQ,602,Unf,0,299,901,GasA,TA,Y,SBrkr,1125,592,0,1717,0,0,1,1,2,1,TA,7,Typ,1,Gd,Attchd,1940,Unf,1,410,TA,TA,Y,0,0,0,0,113,0,NA,NA,NA,0,2,2006,WD,Normal
+2883,50,RL,81,8170,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,7,7,1929,1950,Gable,CompShg,Stucco,Wd Sdng,BrkFace,270,Gd,Gd,BrkTil,TA,TA,No,ALQ,526,Unf,0,496,1022,GasA,Ex,Y,FuseA,1122,549,0,1671,0,0,2,0,4,1,TA,7,Typ,1,Gd,Detchd,1963,Unf,2,451,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal
+2884,70,RL,70,12320,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,7,1932,1990,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,637,637,GasA,Ex,Y,SBrkr,959,650,0,1609,0,0,1,1,3,1,Gd,8,Typ,2,Gd,2Types,1963,Unf,3,579,TA,TA,Y,0,0,0,0,104,0,NA,GdWo,NA,0,5,2006,WD,Normal
+2885,70,RL,70,14210,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,7,1930,1959,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,697,697,GasA,Ex,Y,SBrkr,1104,697,0,1801,0,0,1,1,3,1,TA,8,Typ,1,Gd,Attchd,1930,Unf,2,365,Fa,TA,Y,0,90,0,0,0,0,NA,MnPrv,NA,0,11,2006,WD,Normal
+2886,60,RL,78,15600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,5,7,1950,1963,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,405,TA,Gd,CBlock,Gd,TA,No,GLQ,760,Unf,0,408,1168,GasA,Gd,Y,SBrkr,1278,1037,0,2315,1,0,2,0,4,1,TA,9,Typ,3,Gd,Attchd,1950,Fin,1,342,TA,TA,Y,0,0,0,0,192,0,NA,NA,NA,0,7,2006,WD,Normal
+2887,30,RM,50,7288,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Artery,Norm,1Fam,1Story,5,6,1942,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Mn,Rec,305,Unf,0,671,976,GasA,TA,N,SBrkr,976,0,0,976,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1942,Unf,1,215,TA,TA,N,160,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,AdjLand
+2888,50,RM,50,7000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,7,1926,1950,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,ALQ,374,Unf,0,487,861,GasA,Ex,Y,SBrkr,861,424,0,1285,0,1,1,0,3,1,TA,6,Typ,0,NA,Detchd,1950,Fin,2,506,TA,TA,Y,96,0,132,0,0,0,NA,MnPrv,NA,0,5,2006,WD,Normal
+2889,30,RM,61,8534,Pave,NA,Reg,Low,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,4,1925,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,432,432,GasA,TA,N,FuseA,672,0,0,672,0,0,1,0,2,1,TA,4,Min1,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,112,0,0,0,NA,GdWo,NA,0,6,2006,WD,Normal
+2890,30,RM,50,7030,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,6,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,641,641,GasA,Gd,Y,SBrkr,641,0,0,641,0,0,1,0,2,1,Fa,4,Typ,0,NA,Detchd,1925,Unf,1,272,TA,TA,N,184,0,70,0,0,0,NA,MnPrv,NA,0,3,2006,WD,Normal
+2891,50,RM,75,9060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,5,1957,1957,Gable,CompShg,MetalSd,MetalSd,BrkFace,327,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,967,967,GasA,Gd,Y,SBrkr,967,671,0,1638,0,0,2,0,4,1,Gd,6,Typ,0,NA,Detchd,1957,Unf,1,384,TA,TA,Y,0,21,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2892,30,C (all),69,12366,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Feedr,Norm,1Fam,1Story,3,5,1945,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,SBrkr,729,0,0,729,0,0,1,0,2,1,TA,5,Mod,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,23,0,0,0,NA,NA,NA,0,10,2006,WD,Abnorml
+2893,190,C (all),50,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,2fmCon,1.5Fin,5,6,1951,1951,Gable,CompShg,WdShing,Wd Shng,None,0,Fa,Fa,CBlock,TA,TA,Mn,Unf,0,Unf,0,660,660,GasA,TA,N,SBrkr,1060,336,0,1396,0,0,2,0,4,2,TA,8,Min2,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Abnorml
+2894,50,C (all),60,8520,Grvl,NA,Reg,Bnk,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,3,5,1916,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,Fa,Fa,No,Unf,0,Unf,0,216,216,GasA,Fa,N,SBrkr,576,360,0,936,0,0,1,0,2,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2895,120,RM,41,5748,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,TwnhsE,1Story,8,5,2005,2006,Hip,CompShg,CemntBd,CmentBd,Stone,473,Gd,TA,PConc,Ex,TA,Gd,GLQ,1573,Unf,0,0,1573,GasA,Ex,Y,SBrkr,1778,0,0,1778,2,0,2,0,2,1,Ex,5,Typ,1,Gd,Attchd,2005,Fin,2,495,TA,TA,Y,123,53,0,0,153,0,NA,NA,NA,0,2,2006,New,Partial
+2896,120,RM,44,3842,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,TwnhsE,1Story,8,5,2004,2005,Hip,CompShg,CemntBd,CmentBd,Stone,186,Gd,TA,PConc,Ex,TA,Gd,GLQ,1564,Unf,0,30,1594,GasA,Ex,Y,SBrkr,1646,0,0,1646,1,1,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2004,Fin,2,525,TA,TA,Y,128,53,0,0,155,0,NA,NA,NA,0,12,2006,WD,Normal
+2897,20,RL,69,23580,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,6,6,1979,1979,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,776,Unf,0,849,1625,GasA,TA,Y,SBrkr,1625,0,0,1625,0,1,2,0,3,1,Fa,6,Typ,1,TA,Attchd,1979,Fin,2,576,TA,TA,Y,136,28,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal
+2898,90,RL,65,8385,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,1Story,6,5,1978,1978,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Mn,Unf,0,Unf,0,1664,1664,GasA,TA,Y,SBrkr,1664,0,0,1664,0,0,2,0,4,2,TA,10,Typ,0,NA,2Types,1978,Unf,2,616,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal
+2899,20,RL,70,9116,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,1Story,8,5,2001,2001,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1491,1491,GasA,Ex,Y,SBrkr,1491,0,0,1491,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2001,RFn,2,490,TA,TA,Y,120,100,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2900,80,RL,140,11080,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,6,6,1975,1975,Gable,CompShg,Plywood,Plywood,BrkFace,257,TA,TA,CBlock,TA,TA,Av,GLQ,576,Unf,0,552,1128,GasA,TA,Y,SBrkr,1210,0,0,1210,1,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1975,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2901,20,RL,NA,50102,Pave,NA,IR1,Low,AllPub,Inside,Mod,Timber,Norm,Norm,1Fam,1Story,6,5,1958,1958,Gable,Tar&Grv,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,BLQ,909,Unf,0,723,1632,GasA,TA,Y,SBrkr,1650,0,0,1650,1,0,1,0,2,1,TA,6,Typ,2,Gd,Attchd,1958,Unf,2,518,TA,TA,Y,0,0,0,0,138,0,NA,NA,NA,0,3,2006,WD,Alloca
+2902,20,RL,NA,8098,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,Wood,Gd,TA,Av,GLQ,1136,BLQ,116,129,1381,GasA,Ex,Y,SBrkr,1403,0,0,1403,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2000,Unf,2,470,TA,TA,Y,0,173,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal
+2903,20,RL,95,13618,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,198,Gd,TA,PConc,Ex,Gd,Av,GLQ,1350,Unf,0,378,1728,GasA,Ex,Y,SBrkr,1960,0,0,1960,1,0,2,0,3,1,Gd,8,Typ,2,Gd,Attchd,2005,Fin,3,714,TA,TA,Y,172,38,0,0,0,0,NA,NA,NA,0,11,2006,New,Partial
+2904,20,RL,88,11577,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,9,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,382,Ex,TA,PConc,Gd,TA,Gd,GLQ,1455,Unf,0,383,1838,GasA,Ex,Y,SBrkr,1838,0,0,1838,1,0,2,0,3,1,Ex,9,Typ,1,Gd,Attchd,2005,Fin,3,682,TA,TA,Y,161,225,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial
+2905,20,NA,125,31250,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Artery,Norm,1Fam,1Story,1,3,1951,1951,Gable,CompShg,CBlock,VinylSd,None,0,TA,Fa,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,FuseA,1600,0,0,1600,0,0,1,1,3,1,TA,6,Mod,0,NA,Attchd,1951,Unf,1,270,Fa,TA,N,0,0,135,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2906,90,RM,78,7020,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,SFoyer,7,5,1997,1997,Gable,CompShg,MetalSd,MetalSd,BrkFace,200,TA,Gd,PConc,Gd,TA,Gd,GLQ,1243,Unf,0,45,1288,GasA,Gd,Y,SBrkr,1368,0,0,1368,2,0,2,0,2,2,TA,8,Typ,0,NA,Attchd,1997,Fin,4,784,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal
+2907,160,RM,41,2665,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,5,6,1977,1977,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,264,264,GasA,TA,Y,SBrkr,616,688,0,1304,0,0,1,1,3,1,TA,5,Typ,1,TA,BuiltIn,1977,RFn,1,336,TA,TA,Y,141,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2908,20,RL,58,10172,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,7,1968,2003,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,441,Unf,0,423,864,GasA,Ex,Y,SBrkr,874,0,0,874,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1968,RFn,1,288,TA,TA,Y,0,120,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal
+2909,90,RL,NA,11836,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,Duplex,1Story,5,5,1970,1970,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,BLQ,149,Unf,0,1503,1652,GasA,TA,Y,SBrkr,1652,0,0,1652,0,0,2,0,4,2,TA,8,Typ,0,NA,2Types,1970,Unf,3,928,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal
+2910,180,RM,21,1470,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SFoyer,4,6,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,522,Unf,0,108,630,GasA,TA,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,TA,3,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal
+2911,160,RM,21,1484,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,4,4,1972,1972,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Rec,252,Unf,0,294,546,GasA,TA,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1972,Unf,1,253,TA,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2912,20,RL,80,13384,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,5,5,1969,1979,Gable,CompShg,Plywood,Plywood,BrkFace,194,TA,TA,PConc,TA,TA,Av,Rec,119,BLQ,344,641,1104,GasA,Fa,Y,SBrkr,1360,0,0,1360,1,0,1,0,3,1,TA,8,Typ,1,TA,Attchd,1969,RFn,1,336,TA,TA,Y,160,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal
+2913,160,RM,21,1533,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,2Story,4,5,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Rec,408,Unf,0,138,546,GasA,TA,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,5,Typ,0,NA,CarPort,1970,Unf,1,286,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,12,2006,WD,Abnorml
+2914,160,RM,21,1526,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,2Story,4,5,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,546,546,GasA,TA,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,34,0,0,0,0,NA,GdPrv,NA,0,6,2006,WD,Normal
+2915,160,RM,21,1936,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,2Story,4,7,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,546,546,GasA,Gd,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal
+2916,160,RM,21,1894,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,4,5,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Rec,252,Unf,0,294,546,GasA,TA,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,CarPort,1970,Unf,1,286,TA,TA,Y,0,24,0,0,0,0,NA,NA,NA,0,4,2006,WD,Abnorml
+2917,20,RL,160,20000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,7,1960,1996,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,1224,Unf,0,0,1224,GasA,Ex,Y,SBrkr,1224,0,0,1224,1,0,1,0,4,1,TA,7,Typ,1,TA,Detchd,1960,Unf,2,576,TA,TA,Y,474,0,0,0,0,0,NA,NA,NA,0,9,2006,WD,Abnorml
+2918,85,RL,62,10441,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,5,5,1992,1992,Gable,CompShg,HdBoard,Wd Shng,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,337,Unf,0,575,912,GasA,TA,Y,SBrkr,970,0,0,970,0,1,1,0,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,80,32,0,0,0,0,NA,MnPrv,Shed,700,7,2006,WD,Normal
+2919,60,RL,74,9627,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,2Story,7,5,1993,1994,Gable,CompShg,HdBoard,HdBoard,BrkFace,94,TA,TA,PConc,Gd,TA,Av,LwQ,758,Unf,0,238,996,GasA,Ex,Y,SBrkr,996,1004,0,2000,0,0,2,1,3,1,TA,9,Typ,1,TA,Attchd,1993,Fin,3,650,TA,TA,Y,190,48,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal
diff --git a/Data/HousingData_Train.csv b/Data/HousingData_Train.csv
new file mode 100644
index 00000000..d68e0d76
--- /dev/null
+++ b/Data/HousingData_Train.csv
@@ -0,0 +1,1461 @@
+Id,MSSubClass,MSZoning,LotFrontage,LotArea,Street,Alley,LotShape,LandContour,Utilities,LotConfig,LandSlope,Neighborhood,Condition1,Condition2,BldgType,HouseStyle,OverallQual,OverallCond,YearBuilt,YearRemodAdd,RoofStyle,RoofMatl,Exterior1st,Exterior2nd,MasVnrType,MasVnrArea,ExterQual,ExterCond,Foundation,BsmtQual,BsmtCond,BsmtExposure,BsmtFinType1,BsmtFinSF1,BsmtFinType2,BsmtFinSF2,BsmtUnfSF,TotalBsmtSF,Heating,HeatingQC,CentralAir,Electrical,1stFlrSF,2ndFlrSF,LowQualFinSF,GrLivArea,BsmtFullBath,BsmtHalfBath,FullBath,HalfBath,BedroomAbvGr,KitchenAbvGr,KitchenQual,TotRmsAbvGrd,Functional,Fireplaces,FireplaceQu,GarageType,GarageYrBlt,GarageFinish,GarageCars,GarageArea,GarageQual,GarageCond,PavedDrive,WoodDeckSF,OpenPorchSF,EnclosedPorch,3SsnPorch,ScreenPorch,PoolArea,PoolQC,Fence,MiscFeature,MiscVal,MoSold,YrSold,SaleType,SaleCondition,SalePrice
+1,60,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,196,Gd,TA,PConc,Gd,TA,No,GLQ,706,Unf,0,150,856,GasA,Ex,Y,SBrkr,856,854,0,1710,1,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2003,RFn,2,548,TA,TA,Y,0,61,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,208500
+2,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Veenker,Feedr,Norm,1Fam,1Story,6,8,1976,1976,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,Gd,ALQ,978,Unf,0,284,1262,GasA,Ex,Y,SBrkr,1262,0,0,1262,0,1,2,0,3,1,TA,6,Typ,1,TA,Attchd,1976,RFn,2,460,TA,TA,Y,298,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,181500
+3,60,RL,68,11250,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,162,Gd,TA,PConc,Gd,TA,Mn,GLQ,486,Unf,0,434,920,GasA,Ex,Y,SBrkr,920,866,0,1786,1,0,2,1,3,1,Gd,6,Typ,1,TA,Attchd,2001,RFn,2,608,TA,TA,Y,0,42,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,223500
+4,70,RL,60,9550,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,5,1915,1970,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,BrkTil,TA,Gd,No,ALQ,216,Unf,0,540,756,GasA,Gd,Y,SBrkr,961,756,0,1717,1,0,1,0,3,1,Gd,7,Typ,1,Gd,Detchd,1998,Unf,3,642,TA,TA,Y,0,35,272,0,0,0,NA,NA,NA,0,2,2006,WD,Abnorml,140000
+5,60,RL,84,14260,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,350,Gd,TA,PConc,Gd,TA,Av,GLQ,655,Unf,0,490,1145,GasA,Ex,Y,SBrkr,1145,1053,0,2198,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,2000,RFn,3,836,TA,TA,Y,192,84,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,250000
+6,50,RL,85,14115,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1.5Fin,5,5,1993,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,Wood,Gd,TA,No,GLQ,732,Unf,0,64,796,GasA,Ex,Y,SBrkr,796,566,0,1362,1,0,1,1,1,1,TA,5,Typ,0,NA,Attchd,1993,Unf,2,480,TA,TA,Y,40,30,0,320,0,0,NA,MnPrv,Shed,700,10,2009,WD,Normal,143000
+7,20,RL,75,10084,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,Stone,186,Gd,TA,PConc,Ex,TA,Av,GLQ,1369,Unf,0,317,1686,GasA,Ex,Y,SBrkr,1694,0,0,1694,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2004,RFn,2,636,TA,TA,Y,255,57,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,307000
+8,60,RL,NA,10382,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,PosN,Norm,1Fam,2Story,7,6,1973,1973,Gable,CompShg,HdBoard,HdBoard,Stone,240,TA,TA,CBlock,Gd,TA,Mn,ALQ,859,BLQ,32,216,1107,GasA,Ex,Y,SBrkr,1107,983,0,2090,1,0,2,1,3,1,TA,7,Typ,2,TA,Attchd,1973,RFn,2,484,TA,TA,Y,235,204,228,0,0,0,NA,NA,Shed,350,11,2009,WD,Normal,200000
+9,50,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,7,5,1931,1950,Gable,CompShg,BrkFace,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,952,952,GasA,Gd,Y,FuseF,1022,752,0,1774,0,0,2,0,2,2,TA,8,Min1,2,TA,Detchd,1931,Unf,2,468,Fa,TA,Y,90,0,205,0,0,0,NA,NA,NA,0,4,2008,WD,Abnorml,129900
+10,190,RL,50,7420,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Artery,Artery,2fmCon,1.5Unf,5,6,1939,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,GLQ,851,Unf,0,140,991,GasA,Ex,Y,SBrkr,1077,0,0,1077,1,0,1,0,2,2,TA,5,Typ,2,TA,Attchd,1939,RFn,1,205,Gd,TA,Y,0,4,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal,118000
+11,20,RL,70,11200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1965,1965,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,906,Unf,0,134,1040,GasA,Ex,Y,SBrkr,1040,0,0,1040,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1965,Unf,1,384,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,129500
+12,60,RL,85,11924,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2005,2006,Hip,CompShg,WdShing,Wd Shng,Stone,286,Ex,TA,PConc,Ex,TA,No,GLQ,998,Unf,0,177,1175,GasA,Ex,Y,SBrkr,1182,1142,0,2324,1,0,3,0,4,1,Ex,11,Typ,2,Gd,BuiltIn,2005,Fin,3,736,TA,TA,Y,147,21,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,345000
+13,20,RL,NA,12968,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1962,1962,Hip,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,737,Unf,0,175,912,GasA,TA,Y,SBrkr,912,0,0,912,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1962,Unf,1,352,TA,TA,Y,140,0,0,0,176,0,NA,NA,NA,0,9,2008,WD,Normal,144000
+14,20,RL,91,10652,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,Stone,306,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1494,1494,GasA,Ex,Y,SBrkr,1494,0,0,1494,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,840,TA,TA,Y,160,33,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial,279500
+15,20,RL,NA,10920,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1960,1960,Hip,CompShg,MetalSd,MetalSd,BrkFace,212,TA,TA,CBlock,TA,TA,No,BLQ,733,Unf,0,520,1253,GasA,TA,Y,SBrkr,1253,0,0,1253,1,0,1,1,2,1,TA,5,Typ,1,Fa,Attchd,1960,RFn,1,352,TA,TA,Y,0,213,176,0,0,0,NA,GdWo,NA,0,5,2008,WD,Normal,157000
+16,45,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1.5Unf,7,8,1929,2001,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,832,832,GasA,Ex,Y,FuseA,854,0,0,854,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1991,Unf,2,576,TA,TA,Y,48,112,0,0,0,0,NA,GdPrv,NA,0,7,2007,WD,Normal,132000
+17,20,RL,NA,11241,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1970,1970,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,180,TA,TA,CBlock,TA,TA,No,ALQ,578,Unf,0,426,1004,GasA,Ex,Y,SBrkr,1004,0,0,1004,1,0,1,0,2,1,TA,5,Typ,1,TA,Attchd,1970,Fin,2,480,TA,TA,Y,0,0,0,0,0,0,NA,NA,Shed,700,3,2010,WD,Normal,149000
+18,90,RL,72,10791,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,Duplex,1Story,4,5,1967,1967,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1296,0,0,1296,0,0,2,0,2,2,TA,6,Typ,0,NA,CarPort,1967,Unf,2,516,TA,TA,Y,0,0,0,0,0,0,NA,NA,Shed,500,10,2006,WD,Normal,90000
+19,20,RL,66,13695,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,5,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,GLQ,646,Unf,0,468,1114,GasA,Ex,Y,SBrkr,1114,0,0,1114,1,0,1,1,3,1,Gd,6,Typ,0,NA,Detchd,2004,Unf,2,576,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,159000
+20,20,RL,70,7560,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1958,1965,Hip,CompShg,BrkFace,Plywood,None,0,TA,TA,CBlock,TA,TA,No,LwQ,504,Unf,0,525,1029,GasA,TA,Y,SBrkr,1339,0,0,1339,0,0,1,0,3,1,TA,6,Min1,0,NA,Attchd,1958,Unf,1,294,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2009,COD,Abnorml,139000
+21,60,RL,101,14215,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,380,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1158,1158,GasA,Ex,Y,SBrkr,1158,1218,0,2376,0,0,3,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2005,RFn,3,853,TA,TA,Y,240,154,0,0,0,0,NA,NA,NA,0,11,2006,New,Partial,325300
+22,45,RM,57,7449,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Unf,7,7,1930,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,637,637,GasA,Ex,Y,FuseF,1108,0,0,1108,0,0,1,0,3,1,Gd,6,Typ,1,Gd,Attchd,1930,Unf,1,280,TA,TA,N,0,0,205,0,0,0,NA,GdPrv,NA,0,6,2007,WD,Normal,139400
+23,20,RL,75,9742,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2002,2002,Hip,CompShg,VinylSd,VinylSd,BrkFace,281,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1777,1777,GasA,Ex,Y,SBrkr,1795,0,0,1795,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2002,RFn,2,534,TA,TA,Y,171,159,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,230000
+24,120,RM,44,4224,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,1Story,5,7,1976,1976,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,840,Unf,0,200,1040,GasA,TA,Y,SBrkr,1060,0,0,1060,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1976,Unf,2,572,TA,TA,Y,100,110,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,129900
+25,20,RL,NA,8246,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,8,1968,2001,Gable,CompShg,Plywood,Plywood,None,0,TA,Gd,CBlock,TA,TA,Mn,Rec,188,ALQ,668,204,1060,GasA,Ex,Y,SBrkr,1060,0,0,1060,1,0,1,0,3,1,Gd,6,Typ,1,TA,Attchd,1968,Unf,1,270,TA,TA,Y,406,90,0,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Normal,154000
+26,20,RL,110,14230,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,640,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1566,1566,GasA,Ex,Y,SBrkr,1600,0,0,1600,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,RFn,3,890,TA,TA,Y,0,56,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,256300
+27,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1951,2000,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Mn,BLQ,234,Rec,486,180,900,GasA,TA,Y,SBrkr,900,0,0,900,0,1,1,0,3,1,Gd,5,Typ,0,NA,Detchd,2005,Unf,2,576,TA,TA,Y,222,32,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,134800
+28,20,RL,98,11478,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,200,Gd,TA,PConc,Ex,TA,No,GLQ,1218,Unf,0,486,1704,GasA,Ex,Y,SBrkr,1704,0,0,1704,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2008,RFn,3,772,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,306000
+29,20,RL,47,16321,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1957,1997,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Gd,BLQ,1277,Unf,0,207,1484,GasA,TA,Y,SBrkr,1600,0,0,1600,1,0,1,0,2,1,TA,6,Typ,2,Gd,Attchd,1957,RFn,1,319,TA,TA,Y,288,258,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal,207500
+30,30,RM,60,6324,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,Feedr,RRNn,1Fam,1Story,4,6,1927,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,520,520,GasA,Fa,N,SBrkr,520,0,0,520,0,0,1,0,1,1,Fa,4,Typ,0,NA,Detchd,1920,Unf,1,240,Fa,TA,Y,49,0,87,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,68500
+31,70,C (all),50,8500,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Feedr,Norm,1Fam,2Story,4,4,1920,1950,Gambrel,CompShg,BrkFace,BrkFace,None,0,TA,Fa,BrkTil,TA,TA,No,Unf,0,Unf,0,649,649,GasA,TA,N,SBrkr,649,668,0,1317,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1920,Unf,1,250,TA,Fa,N,0,54,172,0,0,0,NA,MnPrv,NA,0,7,2008,WD,Normal,40000
+32,20,RL,NA,8544,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1966,2006,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1228,1228,GasA,Gd,Y,SBrkr,1228,0,0,1228,0,0,1,1,3,1,Gd,6,Typ,0,NA,Attchd,1966,Unf,1,271,TA,TA,Y,0,65,0,0,0,0,NA,MnPrv,NA,0,6,2008,WD,Normal,149350
+33,20,RL,85,11049,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1234,1234,GasA,Ex,Y,SBrkr,1234,0,0,1234,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,RFn,2,484,TA,TA,Y,0,30,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal,179900
+34,20,RL,70,10552,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1959,1959,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Rec,1018,Unf,0,380,1398,GasA,Gd,Y,SBrkr,1700,0,0,1700,0,1,1,1,4,1,Gd,6,Typ,1,Gd,Attchd,1959,RFn,2,447,TA,TA,Y,0,38,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,165500
+35,120,RL,60,7313,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2005,2005,Hip,CompShg,MetalSd,MetalSd,BrkFace,246,Ex,TA,PConc,Ex,TA,No,GLQ,1153,Unf,0,408,1561,GasA,Ex,Y,SBrkr,1561,0,0,1561,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2005,Fin,2,556,TA,TA,Y,203,47,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,277500
+36,60,RL,108,13418,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,Stone,132,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1117,1117,GasA,Ex,Y,SBrkr,1132,1320,0,2452,0,0,3,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2004,Fin,3,691,TA,TA,Y,113,32,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal,309000
+37,20,RL,112,10859,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1994,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1097,1097,GasA,Ex,Y,SBrkr,1097,0,0,1097,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1995,Unf,2,672,TA,TA,Y,392,64,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,145000
+38,20,RL,74,8532,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1954,1990,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,650,TA,TA,CBlock,TA,TA,No,Rec,1213,Unf,0,84,1297,GasA,Gd,Y,SBrkr,1297,0,0,1297,0,1,1,0,3,1,TA,5,Typ,1,TA,Attchd,1954,Fin,2,498,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,153000
+39,20,RL,68,7922,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1953,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,GLQ,731,Unf,0,326,1057,GasA,TA,Y,SBrkr,1057,0,0,1057,1,0,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1953,Unf,1,246,TA,TA,Y,0,52,0,0,0,0,NA,NA,NA,0,1,2010,WD,Abnorml,109000
+40,90,RL,65,6040,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,4,5,1955,1955,Gable,CompShg,AsbShng,Plywood,None,0,TA,TA,PConc,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,FuseP,1152,0,0,1152,0,0,2,0,2,2,Fa,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,AdjLand,82000
+41,20,RL,84,8658,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1965,1965,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,101,TA,TA,CBlock,TA,TA,No,Rec,643,Unf,0,445,1088,GasA,Ex,Y,SBrkr,1324,0,0,1324,0,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1965,RFn,2,440,TA,TA,Y,0,138,0,0,0,0,NA,GdWo,NA,0,12,2006,WD,Abnorml,160000
+42,20,RL,115,16905,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,5,6,1959,1959,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,Gd,BLQ,967,Unf,0,383,1350,GasA,Gd,Y,SBrkr,1328,0,0,1328,0,1,1,1,2,1,TA,5,Typ,2,Gd,Attchd,1959,RFn,1,308,TA,TA,P,0,104,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,170000
+43,85,RL,NA,9180,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,SawyerW,Norm,Norm,1Fam,SFoyer,5,7,1983,1983,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Av,ALQ,747,LwQ,93,0,840,GasA,Gd,Y,SBrkr,884,0,0,884,1,0,1,0,2,1,Gd,5,Typ,0,NA,Attchd,1983,RFn,2,504,TA,Gd,Y,240,0,0,0,0,0,NA,MnPrv,NA,0,12,2007,WD,Normal,144000
+44,20,RL,NA,9200,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1975,1980,Hip,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,Av,LwQ,280,BLQ,491,167,938,GasA,TA,Y,SBrkr,938,0,0,938,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1977,Unf,1,308,TA,TA,Y,145,0,0,0,0,0,NA,MnPrv,NA,0,7,2008,WD,Normal,130250
+45,20,RL,70,7945,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1959,1959,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,179,BLQ,506,465,1150,GasA,Ex,Y,FuseA,1150,0,0,1150,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,1,300,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,141000
+46,120,RL,61,7658,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2005,2005,Hip,CompShg,MetalSd,MetalSd,BrkFace,412,Ex,TA,PConc,Ex,TA,No,GLQ,456,Unf,0,1296,1752,GasA,Ex,Y,SBrkr,1752,0,0,1752,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2005,RFn,2,576,TA,TA,Y,196,82,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,319900
+47,50,RL,48,12822,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,1.5Fin,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,GLQ,1351,Unf,0,83,1434,GasA,Ex,Y,SBrkr,1518,631,0,2149,1,0,1,1,1,1,Gd,6,Typ,1,Ex,Attchd,2003,RFn,2,670,TA,TA,Y,168,43,0,0,198,0,NA,NA,NA,0,8,2009,WD,Abnorml,239686
+48,20,FV,84,11096,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,24,Unf,0,1632,1656,GasA,Ex,Y,SBrkr,1656,0,0,1656,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2006,RFn,3,826,TA,TA,Y,0,146,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,249700
+49,190,RM,33,4456,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,4,5,1920,2008,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,736,736,GasA,Gd,Y,SBrkr,736,716,0,1452,0,0,2,0,2,3,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,102,0,0,0,NA,NA,NA,0,6,2009,New,Partial,113000
+50,20,RL,66,7742,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1966,1966,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,763,Unf,0,192,955,GasA,Ex,Y,SBrkr,955,0,0,955,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1966,Unf,1,386,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,1,2007,WD,Normal,127000
+51,60,RL,NA,13869,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,6,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,182,Unf,0,612,794,GasA,Gd,Y,SBrkr,794,676,0,1470,0,1,2,0,3,1,TA,6,Typ,0,NA,Attchd,1997,Fin,2,388,TA,TA,Y,0,75,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,177000
+52,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,6,1934,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,816,816,GasA,TA,Y,SBrkr,816,0,360,1176,0,0,1,0,3,1,TA,6,Typ,1,Gd,Detchd,1985,Unf,2,528,TA,TA,Y,112,0,0,0,0,0,NA,MnPrv,Shed,400,9,2006,WD,Normal,114500
+53,90,RM,110,8472,Grvl,NA,IR2,Bnk,AllPub,Corner,Mod,IDOTRR,RRNn,Norm,Duplex,1Story,5,5,1963,1963,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Fa,TA,CBlock,Gd,TA,Gd,LwQ,104,GLQ,712,0,816,GasA,TA,N,SBrkr,816,0,0,816,1,0,1,0,2,1,TA,5,Typ,0,NA,CarPort,1963,Unf,2,516,TA,TA,Y,106,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,110000
+54,20,RL,68,50271,Pave,NA,IR1,Low,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,1Story,9,5,1981,1987,Gable,WdShngl,WdShing,Wd Shng,None,0,Gd,TA,CBlock,Ex,TA,Gd,GLQ,1810,Unf,0,32,1842,GasA,Gd,Y,SBrkr,1842,0,0,1842,2,0,0,1,0,1,Gd,5,Typ,1,Gd,Attchd,1981,Fin,3,894,TA,TA,Y,857,72,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal,385000
+55,80,RL,60,7134,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,NAmes,Norm,Norm,1Fam,SLvl,5,5,1955,1955,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,384,Unf,0,0,384,GasA,TA,Y,SBrkr,1360,0,0,1360,0,0,1,0,3,1,TA,6,Min1,1,TA,Detchd,1962,Unf,2,572,TA,TA,Y,0,50,0,0,0,0,NA,MnPrv,NA,0,2,2007,WD,Normal,130000
+56,20,RL,100,10175,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1964,1964,Gable,CompShg,HdBoard,Plywood,BrkFace,272,TA,TA,CBlock,TA,TA,No,BLQ,490,Unf,0,935,1425,GasA,Gd,Y,SBrkr,1425,0,0,1425,0,0,2,0,3,1,TA,7,Typ,1,Gd,Attchd,1964,RFn,2,576,TA,TA,Y,0,0,0,407,0,0,NA,NA,NA,0,7,2008,WD,Normal,180500
+57,160,FV,24,2645,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,8,5,1999,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,456,Gd,TA,PConc,Gd,TA,No,GLQ,649,Unf,0,321,970,GasA,Ex,Y,SBrkr,983,756,0,1739,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1999,Fin,2,480,TA,TA,Y,115,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Abnorml,172500
+58,60,RL,89,11645,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,860,860,GasA,Ex,Y,SBrkr,860,860,0,1720,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2004,RFn,2,565,TA,TA,Y,0,70,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,196500
+59,60,RL,66,13682,Pave,NA,IR2,HLS,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,1Fam,2Story,10,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,1031,Ex,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,1410,1410,GasA,Ex,Y,SBrkr,1426,1519,0,2945,0,0,3,1,3,1,Gd,10,Typ,1,Gd,BuiltIn,2006,Fin,3,641,TA,TA,Y,192,0,37,0,0,0,NA,NA,NA,0,10,2006,New,Partial,438780
+60,20,RL,60,7200,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,7,1972,1972,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,632,Unf,0,148,780,GasA,Ex,Y,SBrkr,780,0,0,780,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1973,Unf,1,352,TA,TA,Y,196,0,0,0,0,0,NA,MnPrv,NA,0,1,2008,WD,Normal,124900
+61,20,RL,63,13072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,941,Unf,0,217,1158,GasA,Ex,Y,SBrkr,1158,0,0,1158,1,0,1,1,3,1,Gd,5,Typ,0,NA,Detchd,2006,Unf,2,576,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,5,2006,New,Partial,158000
+62,75,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2.5Unf,5,7,1920,1996,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,530,530,GasA,TA,N,SBrkr,581,530,0,1111,0,0,1,0,3,1,Fa,6,Typ,0,NA,Detchd,1935,Unf,1,288,TA,TA,N,0,0,144,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,101000
+63,120,RL,44,6442,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,178,Gd,TA,PConc,Gd,Gd,Mn,GLQ,24,Unf,0,1346,1370,GasA,Ex,Y,SBrkr,1370,0,0,1370,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,484,TA,TA,Y,120,49,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,202500
+64,70,RM,50,10300,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,OldTown,RRAn,Feedr,1Fam,2Story,7,6,1921,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,576,576,GasA,Gd,Y,SBrkr,902,808,0,1710,0,0,2,0,3,1,TA,9,Typ,0,NA,Detchd,1990,Unf,2,480,TA,TA,Y,12,11,64,0,0,0,NA,GdPrv,NA,0,4,2010,WD,Normal,140000
+65,60,RL,NA,9375,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,573,TA,TA,PConc,Gd,TA,No,GLQ,739,Unf,0,318,1057,GasA,Ex,Y,SBrkr,1057,977,0,2034,1,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,1998,RFn,2,645,TA,TA,Y,576,36,0,0,0,0,NA,GdPrv,NA,0,2,2009,WD,Normal,219500
+66,60,RL,76,9591,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,344,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1143,1143,GasA,Ex,Y,SBrkr,1143,1330,0,2473,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2004,RFn,3,852,TA,TA,Y,192,151,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,317000
+67,20,RL,NA,19900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosA,Norm,1Fam,1Story,7,5,1970,1989,Gable,CompShg,Plywood,Plywood,BrkFace,287,TA,TA,CBlock,Gd,TA,Gd,GLQ,912,Unf,0,1035,1947,GasA,TA,Y,SBrkr,2207,0,0,2207,1,0,2,0,3,1,TA,7,Min1,1,Gd,Attchd,1970,RFn,2,576,TA,TA,Y,301,0,0,0,0,0,NA,NA,NA,0,7,2010,WD,Normal,180000
+68,20,RL,72,10665,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,167,Gd,TA,PConc,Gd,TA,Av,GLQ,1013,Unf,0,440,1453,GasA,Ex,Y,SBrkr,1479,0,0,1479,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2003,RFn,2,558,TA,TA,Y,144,29,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,226000
+69,30,RM,47,4608,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,1Story,4,6,1945,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,747,747,GasA,TA,Y,SBrkr,747,0,0,747,0,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1945,Unf,1,220,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,80000
+70,50,RL,81,15593,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,ClearCr,Norm,Norm,1Fam,1.5Fin,7,4,1953,1953,Gable,CompShg,BrkFace,AsbShng,None,0,Gd,TA,CBlock,TA,TA,No,BLQ,603,Unf,0,701,1304,GasW,TA,Y,SBrkr,1304,983,0,2287,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1953,Fin,2,667,TA,TA,Y,0,21,114,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,225000
+71,20,RL,95,13651,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,7,6,1973,1973,Gable,CompShg,Plywood,Plywood,BrkFace,1115,TA,Gd,CBlock,Gd,TA,Gd,ALQ,1880,Unf,0,343,2223,GasA,Ex,Y,SBrkr,2223,0,0,2223,1,0,2,0,3,1,TA,8,Typ,2,Gd,Attchd,1973,Fin,2,516,TA,TA,Y,300,0,0,0,0,0,NA,NA,NA,0,2,2007,WD,Normal,244000
+72,20,RL,69,7599,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,1Story,4,6,1982,2006,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,565,Unf,0,280,845,GasA,TA,Y,SBrkr,845,0,0,845,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1987,Unf,2,360,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,129500
+73,60,RL,74,10141,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,40,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,832,832,GasA,Gd,Y,SBrkr,885,833,0,1718,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1998,Fin,2,427,TA,TA,Y,0,94,0,0,291,0,NA,NA,NA,0,12,2009,WD,Normal,185000
+74,20,RL,85,10200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1954,2003,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,104,TA,TA,CBlock,TA,TA,No,ALQ,320,BLQ,362,404,1086,GasA,Gd,Y,SBrkr,1086,0,0,1086,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1989,Unf,2,490,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,5,2010,WD,Normal,144900
+75,50,RM,60,5790,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,3,6,1915,1950,Gambrel,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,CBlock,Fa,TA,No,Unf,0,Unf,0,840,840,GasA,Gd,N,SBrkr,840,765,0,1605,0,0,2,0,3,2,TA,8,Typ,0,NA,Detchd,1915,Unf,1,379,TA,TA,Y,0,0,202,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,107400
+76,180,RM,21,1596,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SLvl,4,5,1973,1973,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,462,Unf,0,0,462,GasA,TA,Y,SBrkr,526,462,0,988,1,0,1,0,2,1,TA,5,Typ,0,NA,BuiltIn,1973,Unf,1,297,TA,TA,Y,120,101,0,0,0,0,NA,GdWo,NA,0,11,2009,WD,Normal,91000
+77,20,RL,NA,8475,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,7,1956,1956,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,228,Unf,0,724,952,GasA,Ex,Y,FuseA,952,0,0,952,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1956,Unf,1,283,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,135750
+78,50,RM,50,8635,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,5,1948,2001,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,336,GLQ,41,295,672,GasA,TA,Y,SBrkr,1072,213,0,1285,1,0,1,0,2,1,TA,6,Min1,0,NA,Detchd,1948,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,1,2008,WD,Normal,127000
+79,90,RL,72,10778,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,Duplex,1Story,4,5,1968,1968,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1768,1768,GasA,TA,N,SBrkr,1768,0,0,1768,0,0,2,0,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,136500
+80,50,RM,60,10440,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,6,1910,1981,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,440,440,GasA,Gd,Y,SBrkr,682,548,0,1230,0,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1966,Unf,2,440,TA,TA,Y,74,0,128,0,0,0,NA,MnPrv,NA,0,5,2009,WD,Normal,110000
+81,60,RL,100,13000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,6,1968,1968,Gable,CompShg,VinylSd,VinylSd,BrkFace,576,TA,Gd,CBlock,Gd,TA,No,Rec,448,Unf,0,448,896,GasA,TA,Y,SBrkr,1182,960,0,2142,0,0,2,1,4,1,Gd,8,Typ,1,Gd,Attchd,1968,Fin,1,509,TA,TA,Y,0,72,0,0,252,0,NA,NA,NA,0,6,2009,WD,Normal,193500
+82,120,RM,32,4500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Mitchel,Norm,Norm,TwnhsE,1Story,6,5,1998,1998,Hip,CompShg,VinylSd,VinylSd,BrkFace,443,TA,Gd,PConc,Ex,Gd,No,GLQ,1201,Unf,0,36,1237,GasA,Ex,Y,SBrkr,1337,0,0,1337,1,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1998,Fin,2,405,TA,TA,Y,0,199,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,153500
+83,20,RL,78,10206,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,468,TA,TA,PConc,Gd,TA,No,GLQ,33,Unf,0,1530,1563,GasA,Ex,Y,SBrkr,1563,0,0,1563,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2007,RFn,3,758,TA,TA,Y,144,99,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,245000
+84,20,RL,80,8892,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1960,1960,Gable,CompShg,MetalSd,MetalSd,BrkCmn,66,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1065,1065,GasA,Gd,Y,SBrkr,1065,0,0,1065,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1974,Unf,2,461,TA,TA,Y,74,0,0,0,0,0,NA,NA,NA,0,7,2007,COD,Normal,126500
+85,80,RL,NA,8530,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,1995,1996,Gable,CompShg,HdBoard,HdBoard,BrkFace,22,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Gd,Y,SBrkr,804,670,0,1474,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1995,Fin,2,400,TA,TA,Y,120,72,0,0,0,0,NA,NA,Shed,700,5,2009,WD,Normal,168500
+86,60,RL,121,16059,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1991,1992,Hip,CompShg,HdBoard,HdBoard,BrkFace,284,Gd,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1288,1288,GasA,Ex,Y,SBrkr,1301,1116,0,2417,0,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1991,Unf,2,462,TA,TA,Y,127,82,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,260000
+87,60,RL,122,11911,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,684,684,GasA,Ex,Y,SBrkr,684,876,0,1560,0,0,2,1,3,1,Gd,6,Typ,1,Gd,BuiltIn,2005,Fin,2,400,TA,TA,Y,100,38,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,174000
+88,160,FV,40,3951,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,Stone,76,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,612,612,GasA,Ex,Y,SBrkr,612,612,0,1224,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2009,RFn,2,528,TA,TA,Y,0,234,0,0,0,0,NA,NA,NA,0,6,2009,New,Partial,164500
+89,50,C (all),105,8470,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,IDOTRR,Feedr,Feedr,1Fam,1.5Fin,3,2,1915,1982,Hip,CompShg,Plywood,Plywood,None,0,Fa,Fa,CBlock,TA,Fa,No,Unf,0,Unf,0,1013,1013,GasA,TA,N,SBrkr,1013,0,513,1526,0,0,1,0,2,1,Fa,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,156,0,0,0,NA,MnPrv,NA,0,10,2009,ConLD,Abnorml,85000
+90,20,RL,60,8070,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,4,5,1994,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,588,Unf,0,402,990,GasA,Ex,Y,SBrkr,990,0,0,990,1,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,123600
+91,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1950,1950,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,FuseA,1040,0,0,1040,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1950,Unf,2,420,TA,TA,Y,0,29,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,109900
+92,20,RL,85,8500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,3,1961,1961,Hip,CompShg,HdBoard,HdBoard,BrkCmn,203,TA,TA,CBlock,TA,TA,No,Rec,600,Unf,0,635,1235,GasA,TA,Y,SBrkr,1235,0,0,1235,0,0,1,0,2,1,TA,6,Typ,0,NA,Attchd,1961,Unf,2,480,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,12,2006,WD,Abnorml,98600
+93,30,RL,80,13360,Pave,Grvl,IR1,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,5,7,1921,2006,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,Gd,TA,No,ALQ,713,Unf,0,163,876,GasA,Ex,Y,SBrkr,964,0,0,964,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1921,Unf,2,432,TA,TA,Y,0,0,44,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,163500
+94,190,C (all),60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,2fmCon,2.5Unf,6,6,1910,1998,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Fa,Mn,Rec,1046,Unf,0,168,1214,GasW,Ex,N,SBrkr,1260,1031,0,2291,0,1,2,0,4,2,TA,9,Typ,1,Gd,Detchd,1900,Unf,2,506,TA,TA,Y,0,0,0,0,99,0,NA,NA,NA,0,11,2007,WD,Normal,133900
+95,60,RL,69,9337,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,TA,No,GLQ,648,Unf,0,176,824,GasA,Ex,Y,SBrkr,905,881,0,1786,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1997,RFn,2,684,TA,TA,Y,0,162,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,204750
+96,60,RL,NA,9765,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,8,1993,1993,Gable,CompShg,VinylSd,VinylSd,BrkFace,68,Ex,Gd,PConc,Gd,Gd,No,ALQ,310,Unf,0,370,680,GasA,Gd,Y,SBrkr,680,790,0,1470,0,0,2,1,3,1,TA,6,Typ,1,TA,BuiltIn,1993,Fin,2,420,TA,TA,Y,232,63,0,0,0,0,NA,NA,Shed,480,4,2009,WD,Normal,185000
+97,20,RL,78,10264,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,183,Gd,TA,PConc,Gd,TA,Av,ALQ,1162,Unf,0,426,1588,GasA,Ex,Y,SBrkr,1588,0,0,1588,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1999,RFn,2,472,TA,TA,Y,158,29,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,214000
+98,20,RL,73,10921,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1965,1965,Hip,CompShg,HdBoard,HdBoard,BrkFace,48,TA,TA,CBlock,TA,TA,No,Rec,520,Unf,0,440,960,GasA,TA,Y,FuseF,960,0,0,960,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1965,Fin,1,432,TA,TA,P,120,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,94750
+99,30,RL,85,10625,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,1920,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,108,Unf,0,350,458,GasA,Fa,N,SBrkr,835,0,0,835,0,0,1,0,2,1,TA,5,Typ,0,NA,Basment,1920,Unf,1,366,Fa,TA,Y,0,0,77,0,0,0,NA,NA,Shed,400,5,2010,COD,Abnorml,83000
+100,20,RL,77,9320,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1959,1959,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,569,Unf,0,381,950,GasA,Fa,Y,SBrkr,1225,0,0,1225,1,0,1,1,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,352,0,0,0,0,0,NA,NA,Shed,400,1,2010,WD,Normal,128950
+101,20,RL,NA,10603,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,7,1977,2001,Gable,CompShg,Plywood,Plywood,BrkFace,28,TA,TA,PConc,TA,TA,Mn,ALQ,1200,Unf,0,410,1610,GasA,Gd,Y,SBrkr,1610,0,0,1610,1,0,2,0,3,1,Gd,6,Typ,2,TA,Attchd,1977,RFn,2,480,TA,TA,Y,168,68,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,205000
+102,60,RL,77,9206,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1985,1985,Gable,CompShg,HdBoard,HdBoard,BrkFace,336,Gd,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,741,741,GasA,TA,Y,SBrkr,977,755,0,1732,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1985,Fin,2,476,TA,TA,Y,192,46,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,178000
+103,90,RL,64,7018,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SawyerW,Norm,Norm,Duplex,1Story,5,5,1979,1979,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Fa,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1535,0,0,1535,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1979,Unf,2,410,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Alloca,118964
+104,20,RL,94,10402,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1226,1226,GasA,Ex,Y,SBrkr,1226,0,0,1226,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2009,RFn,3,740,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,198900
+105,50,RM,NA,7758,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,7,4,1931,1950,Gable,CompShg,Stucco,Stucco,BrkFace,600,TA,Fa,PConc,TA,TA,No,LwQ,224,Unf,0,816,1040,GasA,Ex,Y,FuseF,1226,592,0,1818,0,0,1,1,4,1,TA,7,Typ,2,TA,Detchd,1951,Unf,1,240,TA,TA,Y,0,0,0,0,184,0,NA,NA,NA,0,6,2007,WD,Normal,169500
+106,60,FV,75,9375,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2003,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,768,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1053,1053,GasA,Ex,Y,SBrkr,1053,939,0,1992,0,0,2,1,3,1,Gd,9,Typ,1,Gd,Attchd,2003,RFn,2,648,TA,TA,Y,140,45,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,250000
+107,30,RM,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,7,1885,1995,Mansard,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,641,641,GasA,Gd,Y,SBrkr,1047,0,0,1047,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1954,Unf,1,273,Fa,Fa,N,0,0,0,0,0,0,NA,NA,Shed,450,8,2007,WD,Normal,100000
+108,20,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,5,1948,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,104,BLQ,169,516,789,GasA,Ex,Y,SBrkr,789,0,0,789,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1948,Unf,1,250,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Partial,115000
+109,50,RM,85,8500,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Artery,Norm,1Fam,1.5Fin,5,7,1919,2005,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,793,793,GasW,TA,N,FuseF,997,520,0,1517,0,0,2,0,3,1,Fa,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,144,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,115000
+110,20,RL,105,11751,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1977,1977,Hip,CompShg,Plywood,Plywood,BrkFace,480,TA,TA,CBlock,Gd,TA,No,BLQ,705,Unf,0,1139,1844,GasA,Ex,Y,SBrkr,1844,0,0,1844,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1977,RFn,2,546,TA,TA,Y,0,122,0,0,0,0,NA,MnPrv,NA,0,1,2010,COD,Normal,190000
+111,50,RL,75,9525,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,4,1954,1972,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,Fa,No,Rec,444,Unf,0,550,994,GasA,Gd,Y,SBrkr,1216,639,0,1855,0,0,2,0,4,1,TA,7,Typ,0,NA,Attchd,1954,Unf,1,325,TA,TA,Y,182,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,136900
+112,80,RL,NA,7750,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,250,Unf,0,134,384,GasA,Ex,Y,SBrkr,774,656,0,1430,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,2000,Fin,2,400,TA,TA,Y,180,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,180000
+113,60,RL,77,9965,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,220,Gd,TA,PConc,Ex,TA,Av,GLQ,984,Unf,0,280,1264,GasA,Ex,Y,SBrkr,1282,1414,0,2696,1,0,2,1,4,1,Ex,10,Typ,1,Gd,BuiltIn,2007,Fin,3,792,TA,TA,Y,120,184,0,0,168,0,NA,NA,NA,0,10,2007,New,Partial,383970
+114,20,RL,NA,21000,Pave,NA,Reg,Bnk,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,5,1953,1953,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,184,TA,Gd,CBlock,Gd,TA,Mn,ALQ,35,Rec,869,905,1809,GasA,TA,Y,SBrkr,2259,0,0,2259,1,0,2,0,3,1,Gd,7,Typ,2,Gd,Basment,1953,Unf,2,450,TA,TA,Y,166,120,192,0,0,0,NA,MnPrv,NA,0,10,2007,COD,Abnorml,217000
+115,70,RL,61,7259,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2Story,6,8,1945,2002,Gambrel,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,774,LwQ,150,104,1028,GasA,Ex,Y,SBrkr,1436,884,0,2320,1,0,2,1,3,1,Gd,9,Typ,1,TA,Detchd,1945,Unf,1,180,TA,TA,Y,224,0,0,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal,259500
+116,160,FV,34,3230,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,1999,1999,Gable,CompShg,MetalSd,MetalSd,BrkFace,1129,TA,TA,PConc,Gd,TA,No,GLQ,419,Unf,0,310,729,GasA,Gd,Y,SBrkr,729,729,0,1458,0,0,2,1,2,1,TA,5,Typ,1,Fa,Detchd,1999,Unf,2,440,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,176000
+117,20,RL,NA,11616,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1962,1962,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,116,TA,TA,CBlock,TA,TA,No,LwQ,170,BLQ,670,252,1092,GasA,TA,Y,SBrkr,1092,0,0,1092,0,1,1,0,3,1,TA,6,Typ,1,Po,Attchd,1962,Unf,1,288,TA,TA,Y,0,20,144,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,139000
+118,20,RL,74,8536,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1125,1125,GasA,Gd,Y,SBrkr,1125,0,0,1125,0,0,1,1,2,1,TA,5,Typ,0,NA,Attchd,2007,Unf,2,430,TA,TA,Y,80,64,0,0,0,0,NA,NA,NA,0,4,2007,New,Partial,155000
+119,60,RL,90,12376,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1990,1990,Hip,CompShg,Plywood,Plywood,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,1470,Unf,0,203,1673,GasA,Gd,Y,SBrkr,1699,1523,0,3222,1,0,3,0,5,1,Gd,11,Typ,2,TA,Attchd,1990,Unf,3,594,TA,TA,Y,367,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,320000
+120,60,RL,65,8461,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2005,Fin,2,390,TA,TA,Y,0,24,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,163990
+121,80,RL,NA,21453,Pave,NA,IR1,Low,AllPub,CulDSac,Sev,ClearCr,Norm,Norm,1Fam,SLvl,6,5,1969,1969,Flat,Metal,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Gd,ALQ,938,Unf,0,0,938,GasA,Ex,Y,SBrkr,988,0,0,988,1,0,1,0,1,1,TA,4,Typ,2,TA,Attchd,1969,Unf,2,540,TA,TA,Y,0,130,0,130,0,0,NA,NA,NA,0,10,2006,WD,Normal,180000
+122,50,RM,50,6060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,5,1939,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,732,732,GasA,Gd,Y,SBrkr,772,351,0,1123,0,0,1,0,3,1,TA,4,Typ,0,NA,Detchd,1979,Unf,1,264,TA,TA,P,0,0,140,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,100000
+123,20,RL,75,9464,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1958,1958,Hip,CompShg,MetalSd,MetalSd,BrkFace,135,TA,Gd,CBlock,TA,TA,No,BLQ,570,Unf,0,510,1080,GasA,Gd,Y,SBrkr,1080,0,0,1080,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1958,Unf,1,288,TA,TA,Y,0,0,0,0,130,0,NA,NA,NA,0,6,2008,WD,Normal,136000
+124,120,RL,55,7892,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1993,1993,Gable,CompShg,Plywood,Plywood,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,300,Unf,0,899,1199,GasA,Ex,Y,SBrkr,1199,0,0,1199,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,1993,RFn,2,530,TA,TA,Y,0,63,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,153900
+125,20,RL,48,17043,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1979,1998,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,Gd,Fa,No,Unf,0,Unf,0,1362,1362,GasA,TA,Y,SBrkr,1586,0,0,1586,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1979,Unf,2,435,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,181000
+126,190,RM,60,6780,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,2fmCon,1.5Fin,6,8,1935,1982,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,CBlock,TA,TA,Av,GLQ,490,Unf,0,30,520,GasA,Gd,N,SBrkr,520,0,234,754,1,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,53,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,84500
+127,120,RL,NA,4928,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,1Story,6,5,1976,1976,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,120,Unf,0,958,1078,GasA,TA,Y,SBrkr,958,0,0,958,0,0,2,0,2,1,TA,5,Typ,1,TA,Attchd,1977,RFn,2,440,TA,TA,Y,0,205,0,0,0,0,NA,NA,NA,0,2,2007,WD,Normal,128000
+128,45,RM,55,4388,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,OldTown,Feedr,Norm,1Fam,1.5Unf,5,7,1930,1950,Gable,CompShg,WdShing,Wd Sdng,None,0,TA,Gd,BrkTil,TA,TA,No,LwQ,116,Unf,0,556,672,GasA,Ex,Y,SBrkr,840,0,0,840,0,0,1,0,3,1,TA,5,Typ,1,TA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,87000
+129,60,RL,69,7590,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosN,Norm,1Fam,2Story,6,5,1966,1966,Gable,CompShg,VinylSd,VinylSd,BrkFace,266,TA,TA,CBlock,TA,TA,No,BLQ,512,Unf,0,148,660,GasA,TA,Y,SBrkr,660,688,0,1348,0,0,1,1,3,1,TA,6,Typ,1,Fa,Attchd,1966,RFn,2,453,TA,TA,Y,188,108,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,155000
+130,20,RL,69,8973,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1958,1991,Gable,CompShg,Plywood,Plywood,BrkFace,85,TA,TA,CBlock,TA,TA,No,Rec,567,BLQ,28,413,1008,GasA,TA,Y,FuseA,1053,0,0,1053,0,1,1,1,3,1,Ex,6,Typ,0,NA,2Types,1998,RFn,2,750,TA,TA,Y,0,80,0,180,0,0,NA,MnWw,NA,0,7,2006,WD,Abnorml,150000
+131,60,RL,88,14200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,2Story,7,6,1966,1966,Gable,CompShg,MetalSd,MetalSd,BrkFace,309,TA,TA,CBlock,TA,TA,No,Rec,445,Unf,0,479,924,GasA,Ex,Y,SBrkr,1216,941,0,2157,0,0,2,1,4,1,Gd,8,Typ,2,Gd,Attchd,1966,Fin,2,487,TA,TA,Y,105,66,0,0,0,0,NA,GdPrv,NA,0,5,2006,WD,Normal,226000
+132,60,RL,NA,12224,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,40,Gd,TA,PConc,Gd,TA,No,GLQ,695,Unf,0,297,992,GasA,Ex,Y,SBrkr,1022,1032,0,2054,1,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,2000,RFn,2,390,TA,TA,Y,24,48,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,244000
+133,20,RL,75,7388,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1959,2002,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,405,Unf,0,658,1063,GasA,Gd,Y,SBrkr,1327,0,0,1327,1,0,1,0,3,1,Gd,7,Typ,0,NA,Detchd,1974,Unf,2,624,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,150750
+134,20,RL,NA,6853,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,136,Gd,TA,PConc,Ex,TA,No,GLQ,1005,Unf,0,262,1267,GasA,Ex,Y,SBrkr,1296,0,0,1296,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2001,Fin,2,471,TA,TA,Y,192,25,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,220000
+135,20,RL,78,10335,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1968,1993,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Rec,570,Unf,0,891,1461,GasA,Gd,Y,SBrkr,1721,0,0,1721,0,0,2,1,3,1,TA,7,Min1,1,TA,Attchd,1968,RFn,2,440,TA,TA,Y,0,96,180,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal,180000
+136,20,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,6,1970,1970,Hip,CompShg,Plywood,Plywood,BrkFace,288,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,1304,1304,GasA,Gd,Y,SBrkr,1682,0,0,1682,0,0,2,0,3,1,TA,7,Typ,1,Gd,Attchd,1970,Unf,2,530,TA,TA,Y,98,0,0,0,0,0,NA,MnPrv,NA,0,5,2008,WD,Normal,174000
+137,20,RL,NA,10355,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1967,1967,Gable,CompShg,MetalSd,MetalSd,BrkFace,196,TA,TA,CBlock,TA,TA,No,BLQ,695,Unf,0,519,1214,GasA,TA,Y,SBrkr,1214,0,0,1214,0,0,2,0,3,1,TA,5,Typ,1,Fa,Attchd,1967,RFn,1,318,TA,TA,Y,0,111,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,143000
+138,90,RL,82,11070,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,1Story,7,5,1988,1989,Gable,CompShg,VinylSd,VinylSd,BrkFace,70,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1907,1907,GasA,Gd,Y,SBrkr,1959,0,0,1959,0,0,3,0,5,2,TA,9,Typ,0,NA,2Types,1989,Unf,3,766,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Family,171000
+139,60,RL,73,9066,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,320,Gd,TA,PConc,Gd,TA,Mn,GLQ,668,Unf,0,336,1004,GasA,Ex,Y,SBrkr,1004,848,0,1852,0,0,2,1,3,1,Gd,7,Typ,2,TA,Attchd,1999,Fin,3,660,TA,TA,Y,224,106,0,0,0,0,NA,GdPrv,NA,0,12,2008,WD,Normal,230000
+140,60,RL,65,15426,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,821,Unf,0,107,928,GasA,Ex,Y,SBrkr,928,836,0,1764,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1997,RFn,2,470,TA,TA,Y,276,99,0,0,0,0,NA,MnPrv,NA,0,8,2009,WD,Normal,231500
+141,20,RL,70,10500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1971,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,432,Unf,0,432,864,GasA,TA,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,1,Po,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,ConLI,Normal,115000
+142,20,RL,78,11645,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,1300,Unf,0,434,1734,GasA,Ex,Y,SBrkr,1734,0,0,1734,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2005,Fin,2,660,TA,TA,Y,160,24,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal,260000
+143,50,RL,71,8520,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,5,4,1952,1952,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,Fa,CBlock,TA,TA,No,Rec,507,Unf,0,403,910,GasA,Fa,Y,SBrkr,910,475,0,1385,0,0,2,0,4,1,TA,6,Typ,0,NA,Detchd,2000,Unf,2,720,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2010,WD,Normal,166000
+144,20,RL,78,10335,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,183,Gd,TA,PConc,Gd,TA,Gd,GLQ,679,Unf,0,811,1490,GasA,Ex,Y,SBrkr,1501,0,0,1501,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1999,RFn,2,577,TA,TA,Y,144,29,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,204000
+145,90,RM,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,Duplex,1Story,5,5,1963,1963,Gable,CompShg,HdBoard,HdBoard,BrkFace,336,TA,TA,CBlock,TA,TA,No,Rec,1332,Unf,0,396,1728,GasA,TA,Y,SBrkr,1728,0,0,1728,1,0,2,0,6,2,TA,10,Typ,0,NA,Detchd,1963,Unf,2,504,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2006,ConLI,Abnorml,125000
+146,160,RM,24,2522,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Twnhs,2Story,6,5,2004,2006,Gable,CompShg,VinylSd,VinylSd,Stone,50,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,970,970,GasA,Ex,Y,SBrkr,970,739,0,1709,0,0,2,0,3,1,Gd,7,Maj1,0,NA,Detchd,2004,Unf,2,380,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,130000
+147,30,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,7,1931,1993,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,209,Unf,0,506,715,GasA,TA,Y,FuseA,875,0,0,875,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1931,Unf,1,180,Fa,TA,Y,48,0,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,105000
+148,60,RL,NA,9505,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,180,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,884,884,GasA,Ex,Y,SBrkr,884,1151,0,2035,0,0,2,1,3,1,Gd,8,Typ,1,Gd,BuiltIn,2001,Fin,2,434,TA,TA,Y,144,48,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,222500
+149,20,RL,63,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,120,TA,TA,PConc,Gd,TA,No,GLQ,680,Unf,0,400,1080,GasA,Ex,Y,SBrkr,1080,0,0,1080,1,0,1,0,3,1,Gd,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,141000
+150,50,RM,NA,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,4,1936,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Gd,TA,No,Unf,0,Unf,0,896,896,GasA,Gd,Y,FuseA,896,448,0,1344,0,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,1936,Unf,1,240,Fa,TA,Y,200,114,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,115000
+151,20,RL,120,10356,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1975,1975,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,716,Unf,0,253,969,GasA,TA,Y,SBrkr,969,0,0,969,0,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1975,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,1,2007,WD,Normal,122000
+152,20,RL,107,13891,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2008,Hip,CompShg,VinylSd,VinylSd,Stone,436,Gd,TA,PConc,Ex,TA,Gd,GLQ,1400,Unf,0,310,1710,GasA,Ex,Y,SBrkr,1710,0,0,1710,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2007,RFn,3,866,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,1,2008,New,Partial,372402
+153,60,RL,NA,14803,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,5,1971,1971,Gable,CompShg,HdBoard,HdBoard,BrkFace,252,TA,TA,CBlock,TA,TA,No,Rec,416,Unf,0,409,825,GasA,Gd,Y,SBrkr,1097,896,0,1993,0,0,2,1,4,1,TA,8,Typ,1,Gd,Attchd,1971,RFn,2,495,TA,TA,Y,0,66,0,0,0,0,NA,GdWo,NA,0,6,2006,WD,Normal,190000
+154,20,RL,NA,13500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1Story,6,7,1960,1975,Flat,CompShg,BrkFace,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,BLQ,429,ALQ,1080,93,1602,GasA,Gd,Y,SBrkr,1252,0,0,1252,1,0,1,0,1,1,TA,4,Typ,1,Gd,Attchd,1960,RFn,2,564,TA,TA,Y,409,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,235000
+155,30,RM,84,11340,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,6,5,1923,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1200,1200,GasA,TA,Y,FuseA,1200,0,0,1200,0,0,1,0,4,1,TA,7,Typ,0,NA,Detchd,1923,Unf,1,312,Fa,Fa,Y,0,0,228,0,0,0,NA,NA,NA,0,3,2006,WD,Family,125000
+156,50,RL,60,9600,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Artery,Norm,1Fam,1.5Fin,6,5,1924,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,572,572,Grav,Fa,N,FuseF,572,524,0,1096,0,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,8,128,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,79000
+157,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1950,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,FuseF,1040,0,0,1040,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1950,Unf,2,625,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,109500
+158,60,RL,92,12003,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,8,5,2009,2010,Gable,CompShg,VinylSd,VinylSd,BrkFace,84,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,774,774,GasA,Ex,Y,SBrkr,774,1194,0,1968,0,0,2,1,4,1,Ex,8,Typ,1,Gd,BuiltIn,2009,Fin,3,680,TA,TA,Y,0,75,0,0,0,0,NA,NA,NA,0,5,2010,New,Partial,269500
+159,60,FV,100,12552,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,222,Unf,0,769,991,GasA,Ex,Y,SBrkr,991,956,0,1947,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2004,RFn,2,678,TA,TA,Y,0,136,0,0,0,0,NA,GdWo,NA,0,5,2010,WD,Normal,254900
+160,60,RL,134,19378,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,456,Gd,TA,PConc,Gd,TA,Mn,GLQ,57,Unf,0,1335,1392,GasA,Ex,Y,SBrkr,1392,1070,0,2462,1,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,2006,RFn,2,576,TA,TA,Y,239,132,0,168,0,0,NA,NA,NA,0,3,2006,New,Partial,320000
+161,20,RL,NA,11120,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Veenker,Norm,Norm,1Fam,1Story,6,6,1984,1984,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,PConc,Gd,TA,No,BLQ,660,Unf,0,572,1232,GasA,TA,Y,SBrkr,1232,0,0,1232,0,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1984,Unf,2,516,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,162500
+162,60,RL,110,13688,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,664,Gd,TA,PConc,Ex,TA,Av,GLQ,1016,Unf,0,556,1572,GasA,Ex,Y,SBrkr,1572,1096,0,2668,1,0,2,1,3,1,Ex,10,Typ,2,Gd,BuiltIn,2003,Fin,3,726,TA,TA,Y,400,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,412500
+163,20,RL,95,12182,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,226,Gd,TA,PConc,Gd,TA,Mn,BLQ,1201,Unf,0,340,1541,GasA,Ex,Y,SBrkr,1541,0,0,1541,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2005,RFn,2,532,TA,TA,Y,0,70,0,0,0,0,NA,NA,NA,0,5,2010,New,Partial,220000
+164,45,RL,55,5500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Unf,4,6,1956,1956,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,882,882,GasA,Ex,Y,SBrkr,882,0,0,882,0,0,1,0,1,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,4,2007,WD,Normal,103200
+165,40,RM,40,5400,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,6,7,1926,2004,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,TA,TA,Mn,LwQ,370,Unf,0,779,1149,GasA,Gd,Y,FuseA,1149,467,0,1616,0,0,2,0,3,1,Gd,5,Typ,0,NA,Detchd,1926,Unf,1,216,TA,TA,Y,0,0,183,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,152000
+166,190,RL,62,10106,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,2fmCon,1.5Fin,5,7,1940,1999,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,TA,TA,No,ALQ,351,Rec,181,112,644,GasA,Gd,Y,SBrkr,808,547,0,1355,1,0,2,0,4,2,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,140,0,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,127500
+167,20,RL,NA,10708,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1Story,5,5,1955,1993,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,CBlock,TA,TA,No,LwQ,379,BLQ,768,470,1617,GasA,Ex,Y,FuseA,1867,0,0,1867,1,0,1,0,2,1,TA,7,Typ,3,Gd,Attchd,1955,Fin,1,303,TA,TA,Y,476,0,0,0,142,0,NA,GdWo,NA,0,11,2009,COD,Normal,190000
+168,60,RL,86,10562,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,300,Gd,TA,PConc,Ex,TA,No,GLQ,1288,Unf,0,294,1582,GasA,Ex,Y,SBrkr,1610,551,0,2161,1,0,1,1,3,1,Ex,8,Typ,1,Gd,Attchd,2007,Fin,3,789,TA,TA,Y,178,120,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial,325624
+169,60,RL,62,8244,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,840,840,GasA,Ex,Y,SBrkr,840,880,0,1720,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2004,Fin,2,440,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,183500
+170,20,RL,NA,16669,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,8,6,1981,1981,Hip,WdShake,Plywood,Plywood,BrkFace,653,Gd,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1686,1686,GasA,TA,Y,SBrkr,1707,0,0,1707,0,0,2,1,2,1,TA,6,Typ,1,TA,Attchd,1981,RFn,2,511,TA,TA,Y,574,64,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal,228000
+171,50,RM,NA,12358,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,OldTown,Feedr,Norm,1Fam,1.5Fin,5,6,1941,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,360,Unf,0,360,720,GasA,TA,Y,SBrkr,854,0,528,1382,0,0,1,1,2,1,TA,7,Typ,0,NA,Detchd,1991,Unf,2,660,TA,TA,Y,237,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,128500
+172,20,RL,141,31770,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1960,1960,Hip,CompShg,BrkFace,Plywood,Stone,112,TA,TA,CBlock,TA,Gd,Gd,BLQ,639,Unf,0,441,1080,GasA,Fa,Y,SBrkr,1656,0,0,1656,1,0,1,0,3,1,TA,7,Typ,2,Gd,Attchd,1960,Fin,2,528,TA,TA,P,210,62,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,215000
+173,160,RL,44,5306,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,2Story,7,7,1987,1987,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,Gd,PConc,Gd,Gd,No,GLQ,495,Rec,215,354,1064,GasA,Gd,Y,SBrkr,1064,703,0,1767,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1987,RFn,2,504,Gd,TA,Y,441,35,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,239000
+174,20,RL,80,10197,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1961,1961,Gable,CompShg,WdShing,Wd Shng,BrkCmn,491,TA,TA,CBlock,TA,TA,No,ALQ,288,Rec,374,700,1362,GasA,TA,Y,SBrkr,1362,0,0,1362,1,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1961,Unf,2,504,TA,TA,Y,0,20,0,0,0,0,NA,NA,NA,0,6,2008,COD,Normal,163000
+175,20,RL,47,12416,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,6,5,1986,1986,Gable,CompShg,VinylSd,Plywood,Stone,132,TA,TA,CBlock,Gd,Fa,No,ALQ,1398,LwQ,208,0,1606,GasA,TA,Y,SBrkr,1651,0,0,1651,1,0,2,0,3,1,TA,7,Min2,1,TA,Attchd,1986,Fin,2,616,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,184000
+176,20,RL,84,12615,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,7,1950,2001,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,Gd,Av,ALQ,477,Unf,0,725,1202,GasA,TA,Y,SBrkr,2158,0,0,2158,1,0,2,0,4,1,Gd,7,Typ,1,Gd,Attchd,1950,Unf,2,576,TA,TA,Y,0,29,39,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,243000
+177,60,RL,97,10029,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,ClearCr,Norm,Norm,1Fam,2Story,6,5,1988,1989,Gable,CompShg,Plywood,Plywood,BrkFace,268,Gd,TA,PConc,Gd,TA,No,GLQ,831,Unf,0,320,1151,GasA,TA,Y,SBrkr,1164,896,0,2060,0,1,2,1,4,1,TA,8,Typ,1,TA,Attchd,1988,Unf,2,521,TA,TA,Y,0,228,0,0,192,0,NA,NA,NA,0,9,2007,WD,Normal,211000
+178,50,RL,NA,13650,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1.5Fin,5,5,1958,1958,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,Gd,CBlock,TA,TA,No,ALQ,57,BLQ,441,554,1052,GasA,Ex,Y,SBrkr,1252,668,0,1920,1,0,2,0,4,1,Gd,8,Typ,1,Gd,Attchd,1958,Unf,2,451,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,172500
+179,20,RL,63,17423,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,1Fam,1Story,9,5,2008,2009,Hip,CompShg,VinylSd,VinylSd,Stone,748,Ex,TA,PConc,Ex,TA,No,GLQ,1904,Unf,0,312,2216,GasA,Ex,Y,SBrkr,2234,0,0,2234,1,0,2,0,1,1,Ex,9,Typ,1,Gd,Attchd,2009,Fin,3,1166,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,7,2009,New,Partial,501837
+180,30,RM,60,8520,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1923,2006,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,CBlock,TA,TA,No,Unf,0,Unf,0,968,968,GasA,TA,Y,SBrkr,968,0,0,968,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1935,Unf,2,480,Fa,TA,N,0,0,184,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,100000
+181,160,FV,NA,2117,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,6,5,2000,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,456,Gd,TA,PConc,Gd,TA,No,GLQ,436,Unf,0,320,756,GasA,Ex,Y,SBrkr,769,756,0,1525,0,0,2,1,3,1,Gd,5,Typ,1,TA,Detchd,2000,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,177000
+182,70,RL,54,7588,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,6,1920,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,Fa,TA,No,LwQ,352,Unf,0,441,793,GasA,Gd,Y,SBrkr,901,901,0,1802,0,0,1,1,4,1,TA,9,Typ,1,Gd,Detchd,1920,Unf,1,216,Fa,TA,Y,0,0,40,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,200100
+183,20,RL,60,9060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Artery,Norm,1Fam,1Story,5,6,1957,2006,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,98,TA,TA,PConc,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,1340,0,0,1340,0,0,1,0,3,1,TA,7,Typ,1,Gd,Attchd,1957,RFn,1,252,TA,TA,Y,116,0,0,180,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,120000
+184,50,RM,63,11426,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1362,1362,GasA,Ex,Y,SBrkr,1362,720,0,2082,0,0,2,1,3,1,Gd,6,Mod,0,NA,Detchd,2003,Unf,2,484,TA,TA,N,280,238,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,200000
+185,50,RL,92,7438,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Feedr,1Fam,1.5Fin,5,8,1908,1991,Gable,CompShg,AsbShng,Plywood,None,0,TA,TA,PConc,Fa,TA,No,Unf,0,Unf,0,504,504,GasA,Gd,Y,SBrkr,936,316,0,1252,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1986,Unf,2,576,TA,TA,Y,104,0,0,0,0,0,NA,MnPrv,NA,0,6,2006,WD,Normal,127000
+186,75,RM,90,22950,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,2.5Fin,10,9,1892,1993,Gable,WdShngl,Wd Sdng,Wd Sdng,None,0,Gd,Gd,BrkTil,TA,TA,Mn,Unf,0,Unf,0,1107,1107,GasA,Ex,Y,SBrkr,1518,1518,572,3608,0,0,2,1,4,1,Ex,12,Typ,2,TA,Detchd,1993,Unf,3,840,Ex,TA,Y,0,260,0,0,410,0,NA,GdPrv,NA,0,6,2006,WD,Normal,475000
+187,80,RL,NA,9947,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,7,5,1990,1991,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,611,Unf,0,577,1188,GasA,Ex,Y,SBrkr,1217,0,0,1217,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1990,Unf,2,497,TA,TA,Y,168,27,0,0,0,0,NA,GdPrv,NA,0,6,2009,WD,Normal,173000
+188,50,RL,60,10410,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,7,1916,1987,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Fa,TA,No,Unf,0,Unf,0,660,660,GasA,Ex,Y,SBrkr,808,704,144,1656,0,0,2,1,3,1,TA,8,Min2,0,NA,Detchd,1916,Unf,1,180,Fa,Fa,N,0,0,0,140,0,0,NA,MnPrv,NA,0,8,2009,WD,Normal,135000
+189,90,RL,64,7018,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,Duplex,SFoyer,5,5,1979,1979,Gable,CompShg,Plywood,Plywood,Stone,275,TA,TA,CBlock,Gd,TA,Av,GLQ,1086,Unf,0,0,1086,GasA,TA,Y,SBrkr,1224,0,0,1224,2,0,0,2,2,2,TA,6,Typ,2,TA,Detchd,1979,Unf,2,528,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Alloca,153337
+190,120,RL,41,4923,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,2001,2002,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Ex,TA,Av,GLQ,1153,Unf,0,440,1593,GasA,Ex,Y,SBrkr,1593,0,0,1593,1,0,1,1,0,1,Ex,5,Typ,1,Gd,Attchd,2001,Fin,2,682,TA,TA,Y,0,120,0,0,224,0,NA,NA,NA,0,8,2008,WD,Normal,286000
+191,70,RL,70,10570,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2Story,8,8,1932,1994,Hip,CompShg,BrkFace,BrkFace,None,0,Gd,TA,CBlock,Gd,Gd,No,Rec,297,Unf,0,556,853,GasA,TA,Y,SBrkr,1549,1178,0,2727,0,0,2,1,3,1,Gd,10,Maj1,2,TA,Detchd,1932,Unf,2,440,TA,TA,Y,0,74,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,315000
+192,60,RL,NA,7472,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,2Story,7,9,1972,2004,Gable,CompShg,HdBoard,HdBoard,BrkFace,138,TA,TA,CBlock,TA,TA,No,ALQ,626,Unf,0,99,725,GasA,Gd,Y,SBrkr,725,754,0,1479,1,0,1,1,4,1,Gd,7,Typ,0,NA,Attchd,1972,Fin,2,484,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,184000
+193,20,RL,68,9017,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,560,Unf,0,871,1431,GasA,Ex,Y,SBrkr,1431,0,0,1431,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1999,Fin,2,666,TA,TA,Y,0,35,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,192000
+194,160,RM,24,2522,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Twnhs,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,Stone,50,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,970,970,GasA,Ex,Y,SBrkr,970,739,0,1709,0,0,2,0,3,1,Gd,7,Maj1,0,NA,Detchd,2004,Unf,2,380,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,130000
+195,20,RL,60,7180,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,7,1972,1972,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,390,Unf,0,474,864,GasA,TA,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1989,Unf,1,352,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,127000
+196,160,RL,24,2280,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NPkVill,Norm,Norm,Twnhs,2Story,6,6,1976,1976,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,566,Unf,0,289,855,GasA,TA,Y,SBrkr,855,601,0,1456,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1976,Unf,2,440,TA,TA,Y,87,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,148500
+197,20,RL,79,9416,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2007,2007,Hip,CompShg,CemntBd,CmentBd,Stone,205,Ex,TA,PConc,Ex,TA,No,GLQ,1126,Unf,0,600,1726,GasA,Ex,Y,SBrkr,1726,0,0,1726,1,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2007,Fin,3,786,TA,TA,Y,171,138,0,0,266,0,NA,NA,NA,0,9,2007,New,Partial,311872
+198,75,RL,174,25419,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,2Story,8,4,1918,1990,Gable,CompShg,Stucco,Stucco,None,0,Gd,Gd,PConc,TA,TA,No,GLQ,1036,LwQ,184,140,1360,GasA,Gd,Y,SBrkr,1360,1360,392,3112,1,1,2,0,4,1,Gd,8,Typ,1,Ex,Detchd,1918,Unf,2,795,TA,TA,Y,0,16,552,0,0,512,Ex,GdPrv,NA,0,3,2006,WD,Abnorml,235000
+199,75,RM,92,5520,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2.5Fin,6,6,1912,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,755,755,GasA,Ex,Y,SBrkr,929,929,371,2229,0,0,1,0,5,1,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,198,30,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Abnorml,104000
+200,20,RL,76,9591,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,BrkFace,262,Gd,TA,PConc,Ex,TA,Av,GLQ,1088,Unf,0,625,1713,GasA,Ex,Y,SBrkr,1713,0,0,1713,1,0,2,0,3,1,Ex,7,Typ,1,Gd,Attchd,2004,Fin,3,856,TA,TA,Y,0,26,0,0,170,0,NA,NA,NA,0,1,2009,WD,Normal,274900
+201,20,RM,80,8546,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1121,1121,GasA,Ex,Y,SBrkr,1121,0,0,1121,0,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,2003,RFn,2,440,TA,TA,Y,132,64,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,140000
+202,20,RL,75,10125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,6,6,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,641,LwQ,279,276,1196,GasA,TA,Y,SBrkr,1279,0,0,1279,0,1,2,0,3,1,TA,6,Typ,2,Fa,Detchd,1980,Unf,2,473,TA,TA,Y,238,83,0,0,0,0,NA,MnPrv,NA,0,2,2008,WD,Normal,171500
+203,50,RL,50,7000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,6,6,1924,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,Fa,TA,No,LwQ,617,Unf,0,0,617,GasA,Gd,Y,SBrkr,865,445,0,1310,0,0,2,0,2,1,TA,6,Min1,0,NA,Attchd,1924,Unf,1,398,TA,TA,Y,0,0,126,0,0,0,NA,NA,NA,0,5,2006,COD,Normal,112000
+204,120,RM,NA,4438,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,205,Gd,TA,PConc,Gd,TA,Av,GLQ,662,Unf,0,186,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,1,Gd,Attchd,2004,RFn,2,420,TA,TA,Y,149,0,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal,149000
+205,50,RM,50,3500,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,7,1947,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,312,Unf,0,408,720,GasA,TA,Y,SBrkr,720,564,0,1284,0,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1948,Unf,1,240,TA,TA,Y,0,35,0,0,0,0,NA,MnWw,NA,0,4,2009,WD,Normal,110000
+206,20,RL,99,11851,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,1990,1990,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1424,1424,GasA,Ex,Y,SBrkr,1442,0,0,1442,0,0,2,0,3,1,TA,5,Typ,0,NA,Attchd,1990,RFn,2,500,TA,TA,Y,0,34,0,508,0,0,NA,NA,NA,0,5,2009,WD,Normal,180500
+207,20,RL,40,13673,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,RRAe,Norm,1Fam,1Story,5,5,1962,1962,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,1140,1140,GasA,TA,Y,SBrkr,1696,0,0,1696,0,0,1,1,3,1,TA,8,Min2,1,TA,Attchd,1962,RFn,1,349,TA,TA,Y,0,30,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,143900
+208,20,RL,NA,12493,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1960,1960,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,ALQ,419,Rec,306,375,1100,GasA,TA,Y,SBrkr,1100,0,0,1100,1,0,1,0,3,1,TA,6,Typ,1,Po,Attchd,1960,RFn,1,312,TA,TA,Y,355,0,0,0,0,0,NA,GdWo,NA,0,4,2008,WD,Normal,141000
+209,60,RL,NA,14364,Pave,NA,IR1,Low,AllPub,Inside,Mod,SawyerW,Norm,Norm,1Fam,2Story,7,5,1988,1989,Gable,CompShg,Plywood,Plywood,BrkFace,128,Gd,TA,CBlock,Gd,TA,Gd,GLQ,1065,Unf,0,92,1157,GasA,Ex,Y,SBrkr,1180,882,0,2062,1,0,2,1,3,1,TA,7,Typ,1,Gd,Attchd,1988,Fin,2,454,TA,TA,Y,60,55,0,0,154,0,NA,NA,NA,0,4,2007,WD,Normal,277000
+210,20,RL,75,8250,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1964,1964,Hip,CompShg,HdBoard,HdBoard,Stone,260,TA,TA,CBlock,Gd,TA,No,Rec,787,Unf,0,305,1092,GasA,Ex,Y,SBrkr,1092,0,0,1092,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1964,RFn,2,504,TA,Gd,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,7,2008,WD,Normal,145000
+211,30,RL,67,5604,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1925,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,CBlock,TA,TA,No,Rec,468,Unf,0,396,864,GasA,TA,N,FuseA,864,0,0,864,1,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,96,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,98000
+212,20,RL,83,10420,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,36,Unf,0,1176,1212,GasA,Ex,Y,SBrkr,1212,0,0,1212,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2009,RFn,2,460,TA,TA,Y,100,22,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,186000
+213,60,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,822,Unf,0,78,900,GasA,Ex,Y,SBrkr,932,920,0,1852,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2009,RFn,2,644,TA,TA,Y,168,108,0,0,0,0,NA,NA,NA,0,7,2009,New,Partial,252678
+214,20,RL,43,13568,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,716,Unf,0,274,990,GasA,Ex,Y,SBrkr,990,0,0,990,0,1,1,0,3,1,TA,5,Typ,0,NA,Attchd,1996,Unf,2,576,TA,TA,Y,224,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,156000
+215,60,RL,NA,10900,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,7,1977,1977,Gable,CompShg,HdBoard,HdBoard,BrkFace,153,TA,TA,CBlock,Gd,TA,No,GLQ,378,Unf,0,311,689,GasA,Ex,Y,SBrkr,689,703,0,1392,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1977,Fin,1,299,TA,TA,Y,0,36,0,0,0,0,NA,MnPrv,Shed,450,3,2010,WD,Normal,161750
+216,20,RL,72,10011,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1957,1996,Gable,CompShg,HdBoard,HdBoard,BrkFace,64,TA,TA,CBlock,TA,TA,No,BLQ,360,Unf,0,710,1070,GasA,TA,Y,SBrkr,1236,0,0,1236,0,1,1,0,2,1,Gd,6,Min1,1,Fa,Attchd,1957,Unf,1,447,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2006,WD,Normal,134450
+217,20,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,266,Gd,TA,PConc,Gd,TA,Mn,GLQ,946,Unf,0,490,1436,GasA,Ex,Y,SBrkr,1436,0,0,1436,1,0,2,0,3,1,Gd,8,Typ,0,NA,Attchd,2004,Unf,2,484,TA,TA,Y,139,98,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,210000
+218,70,RM,57,9906,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,4,4,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,686,686,GasA,Fa,N,SBrkr,810,518,0,1328,0,0,1,0,3,1,TA,8,Typ,0,NA,Detchd,1940,Unf,1,210,TA,TA,Y,0,172,60,0,0,0,NA,NA,NA,0,9,2006,WD,Family,107000
+219,50,RL,NA,15660,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,7,9,1939,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,312,Gd,Gd,CBlock,TA,TA,No,BLQ,341,Unf,0,457,798,GasA,Ex,Y,SBrkr,1137,817,0,1954,0,1,1,1,3,1,Gd,8,Typ,2,TA,Attchd,1939,Unf,2,431,TA,TA,Y,0,119,150,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,311500
+220,120,RL,43,3010,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,Av,GLQ,16,Unf,0,1232,1248,GasA,Ex,Y,SBrkr,1248,0,0,1248,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2005,Fin,2,438,TA,TA,Y,108,0,0,0,0,0,NA,NA,NA,0,3,2006,New,Partial,167240
+221,20,RL,73,8990,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1498,1498,GasA,Ex,Y,SBrkr,1498,0,0,1498,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2006,RFn,2,675,TA,TA,Y,351,33,0,0,0,0,NA,NA,NA,0,4,2006,New,Partial,204900
+222,60,RL,NA,8068,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1010,1010,GasA,Ex,Y,SBrkr,1010,1257,0,2267,0,0,2,1,4,1,Gd,8,Typ,1,TA,BuiltIn,2002,RFn,2,390,TA,TA,Y,120,46,0,0,0,0,NA,NA,NA,0,12,2009,ConLI,Normal,200000
+223,60,RL,85,11475,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,2Story,6,6,1975,1975,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,550,Unf,0,163,713,GasA,TA,Y,SBrkr,811,741,0,1552,1,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1975,RFn,2,434,TA,TA,Y,209,208,0,0,0,0,NA,MnPrv,NA,0,2,2006,WD,Normal,179900
+224,20,RL,70,10500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1971,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,524,LwQ,180,160,864,GasA,Gd,Y,SBrkr,864,0,0,864,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1989,Unf,2,576,TA,TA,Y,216,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Abnorml,97000
+225,20,RL,103,13472,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,10,5,2003,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,922,Ex,TA,PConc,Ex,TA,Gd,GLQ,56,Unf,0,2336,2392,GasA,Ex,Y,SBrkr,2392,0,0,2392,0,0,2,0,3,1,Ex,8,Typ,1,Ex,Attchd,2003,Fin,3,968,TA,TA,Y,248,105,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,386250
+226,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,5,5,1971,1971,Gable,CompShg,HdBoard,HdBoard,BrkFace,142,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,630,630,GasA,TA,Y,SBrkr,630,672,0,1302,0,0,2,1,3,1,TA,6,Typ,0,NA,Detchd,1991,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,COD,Abnorml,112000
+227,60,RL,82,9950,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,BrkFace,290,Gd,TA,PConc,Gd,TA,No,GLQ,565,Unf,0,638,1203,GasA,Ex,Y,SBrkr,1214,1306,0,2520,0,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1995,RFn,3,721,TA,TA,Y,224,114,0,0,0,0,NA,NA,NA,0,6,2007,WD,Abnorml,290000
+228,160,RM,21,1869,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,6,1970,1970,Gable,CompShg,HdBoard,HdBoard,BrkFace,127,TA,TA,CBlock,TA,TA,No,Rec,321,Unf,0,162,483,GasA,TA,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1987,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,106000
+229,20,RL,70,8521,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,5,1967,1967,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,842,Unf,0,70,912,GasA,TA,Y,SBrkr,912,0,0,912,0,0,1,0,3,1,TA,5,Typ,1,Fa,Detchd,1974,Unf,1,336,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Normal,125000
+230,120,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,Av,GLQ,16,Unf,0,1357,1373,GasA,Ex,Y,SBrkr,1555,0,0,1555,0,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,2005,Fin,2,430,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,192500
+231,20,RL,73,8760,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1959,1959,Hip,CompShg,MetalSd,MetalSd,BrkFace,220,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1194,1194,GasA,TA,Y,SBrkr,1194,0,0,1194,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,1,312,TA,TA,Y,0,0,120,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,148000
+232,60,RL,174,15138,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1995,1996,Gable,CompShg,VinylSd,VinylSd,BrkFace,506,Gd,TA,PConc,Gd,TA,No,GLQ,689,Unf,0,773,1462,GasA,Ex,Y,SBrkr,1490,1304,0,2794,1,0,2,1,4,1,Ex,9,Typ,1,TA,Attchd,1995,Fin,3,810,TA,TA,Y,0,146,202,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,403000
+233,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1972,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,297,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,483,483,GasA,TA,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,TA,5,Typ,1,Po,Attchd,1972,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,94500
+234,20,RL,75,10650,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1976,1976,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,Gd,Av,LwQ,182,ALQ,712,0,894,GasA,TA,Y,SBrkr,894,0,0,894,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1976,Unf,1,308,TA,TA,Y,365,0,0,0,0,0,NA,MnPrv,NA,0,2,2010,WD,Normal,128200
+235,60,RL,NA,7851,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,GLQ,625,Unf,0,235,860,GasA,Ex,Y,SBrkr,860,1100,0,1960,1,0,2,1,4,1,Gd,8,Typ,2,TA,BuiltIn,2002,Fin,2,440,TA,TA,Y,288,48,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,216500
+236,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,TwnhsE,2Story,6,3,1971,1971,Gable,CompShg,HdBoard,HdBoard,BrkFace,604,TA,TA,CBlock,TA,TA,No,ALQ,358,Unf,0,125,483,GasA,TA,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1971,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,89500
+237,20,RL,65,8773,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,98,Gd,TA,PConc,Gd,TA,Av,GLQ,24,Unf,0,1390,1414,GasA,Ex,Y,SBrkr,1414,0,0,1414,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2004,RFn,2,494,TA,TA,Y,132,105,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,185500
+238,60,RL,NA,9453,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,SawyerW,RRNe,Norm,1Fam,2Story,7,7,1993,2003,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,BLQ,402,Unf,0,594,996,GasA,Ex,Y,SBrkr,1014,730,0,1744,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1993,RFn,2,457,TA,TA,Y,370,70,0,238,0,0,NA,NA,NA,0,2,2010,WD,Normal,194500
+239,20,RL,93,12030,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,BrkFace,254,Ex,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1694,1694,GasA,Ex,Y,SBrkr,1694,0,0,1694,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,3,818,TA,TA,Y,168,228,0,0,0,0,NA,NA,NA,0,12,2007,New,Partial,318000
+240,50,RL,52,8741,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,4,1945,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,Fa,No,LwQ,94,Unf,0,641,735,GasA,TA,Y,FuseA,798,689,0,1487,0,0,1,1,3,1,TA,7,Typ,1,Gd,Detchd,1949,Unf,1,220,TA,TA,Y,0,140,0,0,0,0,NA,MnPrv,NA,0,4,2010,WD,Normal,113000
+241,20,FV,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,36,Gd,TA,PConc,Gd,TA,Av,GLQ,1078,Unf,0,488,1566,GasA,Ex,Y,SBrkr,1566,0,0,1566,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2008,RFn,2,750,TA,TA,Y,144,168,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,262500
+242,30,RM,40,3880,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,9,1945,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,329,Unf,0,357,686,GasA,Gd,Y,SBrkr,866,0,0,866,0,0,1,0,2,1,Gd,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,58,42,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,110500
+243,50,RM,63,5000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,4,1900,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,540,540,GasA,Gd,N,FuseA,889,551,0,1440,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1940,Unf,1,352,Fa,TA,Y,0,0,77,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,79000
+244,160,RL,75,10762,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,TwnhsE,2Story,6,6,1980,1980,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,626,626,GasA,TA,Y,SBrkr,626,591,0,1217,0,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1980,RFn,1,288,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,120000
+245,60,RL,NA,8880,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1994,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,695,Unf,0,253,948,GasA,Ex,Y,SBrkr,1222,888,0,2110,1,0,2,1,3,1,Gd,8,Typ,2,Fa,Attchd,1994,RFn,2,463,TA,TA,Y,0,130,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,205000
+246,20,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,5,1988,1988,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,102,TA,TA,CBlock,Gd,TA,Av,GLQ,929,Unf,0,916,1845,GasA,Gd,Y,SBrkr,1872,0,0,1872,0,1,2,0,3,1,TA,6,Typ,1,TA,Attchd,1988,Fin,2,604,TA,TA,Y,197,39,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,241500
+247,190,RM,69,9142,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,6,8,1910,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,Fa,Stone,Fa,TA,No,Unf,0,Unf,0,1020,1020,GasA,Gd,N,FuseP,908,1020,0,1928,0,0,2,0,4,2,Fa,9,Typ,0,NA,Detchd,1910,Unf,1,440,Po,Po,Y,0,60,112,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,137000
+248,20,RL,75,11310,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1954,1954,Hip,CompShg,Wd Sdng,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1367,1367,GasA,Ex,Y,SBrkr,1375,0,0,1375,0,0,1,0,2,1,TA,5,Typ,1,TA,Attchd,1954,Unf,2,451,TA,TA,Y,0,30,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,140000
+249,60,RL,72,11317,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,101,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,840,840,GasA,Ex,Y,SBrkr,840,828,0,1668,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2003,RFn,2,500,TA,TA,Y,144,68,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal,180000
+250,50,RL,NA,159000,Pave,NA,IR2,Low,AllPub,CulDSac,Sev,ClearCr,Norm,Norm,1Fam,1.5Fin,6,7,1958,2006,Gable,CompShg,Wd Sdng,HdBoard,BrkCmn,472,Gd,TA,CBlock,Gd,TA,Gd,Rec,697,Unf,0,747,1444,GasA,Gd,Y,SBrkr,1444,700,0,2144,0,1,2,0,4,1,Gd,7,Typ,2,TA,Attchd,1958,Fin,2,389,TA,TA,Y,0,98,0,0,0,0,NA,NA,Shed,500,6,2007,WD,Normal,277000
+251,30,RL,55,5350,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,3,2,1940,1966,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,Po,CBlock,TA,TA,No,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,1306,0,0,1306,0,0,1,0,3,1,Fa,6,Mod,0,NA,NA,NA,NA,0,0,NA,NA,Y,263,0,0,0,0,0,NA,GdWo,Shed,450,5,2010,WD,Normal,76500
+252,120,RM,44,4750,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,TwnhsE,1Story,8,5,2006,2007,Hip,CompShg,VinylSd,VinylSd,Stone,481,Gd,TA,PConc,Gd,TA,Gd,GLQ,1573,Unf,0,0,1573,GasA,Ex,Y,SBrkr,1625,0,0,1625,1,1,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2006,Fin,2,538,TA,TA,Y,123,0,0,0,153,0,NA,NA,NA,0,12,2007,WD,Family,235000
+253,60,RL,65,8366,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,798,798,GasA,Ex,Y,SBrkr,798,842,0,1640,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2004,RFn,2,520,TA,TA,Y,138,45,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,173000
+254,80,RL,85,9350,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,7,1964,1991,Hip,CompShg,HdBoard,HdBoard,BrkFace,108,TA,TA,CBlock,Gd,TA,Gd,LwQ,270,ALQ,580,452,1302,GasA,Ex,Y,SBrkr,1302,0,0,1302,0,1,2,0,3,1,Gd,7,Min1,0,NA,Attchd,1964,RFn,1,309,TA,TA,Y,333,0,0,0,0,0,NA,MnPrv,NA,0,10,2007,CWD,Normal,158000
+255,20,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1957,1957,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,922,Unf,0,392,1314,GasA,TA,Y,SBrkr,1314,0,0,1314,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1957,RFn,1,294,TA,TA,Y,250,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,145000
+256,60,RL,66,8738,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,302,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,975,975,GasA,Ex,Y,SBrkr,1005,1286,0,2291,0,0,2,1,4,1,Gd,8,Typ,1,TA,BuiltIn,1999,Fin,2,429,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal,230000
+257,60,FV,64,8791,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Rec,503,Unf,0,361,864,GasA,Ex,Y,SBrkr,864,864,0,1728,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2003,RFn,2,673,TA,TA,Y,216,56,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,207500
+258,20,RL,68,8814,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,180,Gd,TA,PConc,Gd,TA,No,GLQ,1334,Unf,0,270,1604,GasA,Ex,Y,SBrkr,1604,0,0,1604,1,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2006,RFn,2,660,TA,TA,Y,123,110,0,0,0,0,NA,NA,NA,0,3,2009,WD,Abnorml,220000
+259,60,RL,80,12435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,172,Gd,TA,PConc,Gd,TA,No,GLQ,361,Unf,0,602,963,GasA,Ex,Y,SBrkr,963,829,0,1792,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2001,RFn,2,564,TA,TA,Y,0,96,0,245,0,0,NA,NA,NA,0,5,2008,WD,Normal,231500
+260,20,RM,70,12702,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,5,1956,1956,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,PConc,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,FuseA,882,0,0,882,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1956,Unf,1,308,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,97000
+261,80,RL,120,19296,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,SLvl,6,5,1962,1962,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,399,TA,TA,CBlock,TA,TA,Gd,Rec,672,ALQ,690,0,1362,GasA,TA,Y,SBrkr,1382,0,0,1382,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1991,Unf,2,884,TA,TA,Y,0,0,252,0,0,0,NA,GdWo,NA,0,5,2009,WD,Normal,176000
+262,60,RL,69,9588,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,CemntBd,CmentBd,Stone,270,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1482,1482,GasA,Ex,Y,SBrkr,1482,1092,0,2574,0,0,2,1,3,1,Ex,10,Typ,1,Gd,BuiltIn,2007,Fin,3,868,TA,TA,Y,0,148,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial,276000
+263,80,RL,88,8471,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,6,7,1977,1995,Gable,CompShg,HdBoard,Plywood,BrkFace,46,TA,TA,CBlock,Gd,Gd,Av,ALQ,506,Unf,0,0,506,GasA,TA,Y,SBrkr,1212,0,0,1212,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1978,Unf,2,492,TA,TA,Y,292,12,0,0,0,0,NA,GdWo,NA,0,7,2006,WD,Normal,151000
+264,50,RM,50,5500,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,7,1929,2001,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,234,ALQ,692,0,926,GasA,TA,Y,SBrkr,926,0,390,1316,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1974,Unf,2,484,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,130000
+265,30,RM,30,5232,Pave,Grvl,IR3,Bnk,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,5,5,1925,2004,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,680,680,GasA,Gd,N,FuseP,764,0,0,764,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1965,Unf,2,504,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,73000
+266,20,RL,78,12090,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1981,1981,Gable,CompShg,MetalSd,MetalSd,BrkFace,210,TA,Gd,CBlock,Gd,TA,No,GLQ,588,LwQ,228,606,1422,GasA,TA,Y,SBrkr,1422,0,0,1422,0,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1981,Fin,2,576,TA,TA,Y,276,0,0,0,0,0,NA,GdPrv,NA,0,6,2008,WD,Normal,175500
+267,60,RL,70,11207,Pave,NA,IR1,HLS,AllPub,FR2,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,714,Unf,0,88,802,GasA,Gd,Y,SBrkr,802,709,0,1511,1,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,1997,Fin,2,413,TA,TA,Y,95,75,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,185000
+268,75,RL,60,8400,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,SWISU,Norm,Norm,1Fam,2.5Fin,5,8,1939,1997,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,LwQ,378,Unf,0,342,720,GasA,Ex,Y,SBrkr,1052,720,420,2192,0,0,2,1,4,1,Gd,8,Typ,1,Gd,Detchd,1939,Unf,1,240,TA,TA,Y,262,24,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,179500
+269,30,RM,71,6900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,5,6,1940,1955,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,403,Rec,125,212,740,GasA,Ex,Y,SBrkr,778,0,0,778,0,0,1,0,2,1,TA,4,Typ,1,Gd,Detchd,1966,Fin,1,924,Ex,Ex,Y,0,25,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,120500
+270,20,RL,NA,7917,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,7,1976,1976,Hip,CompShg,HdBoard,HdBoard,BrkFace,174,TA,Gd,CBlock,TA,Gd,No,BLQ,751,Unf,0,392,1143,GasA,TA,Y,SBrkr,1113,0,0,1113,1,0,1,1,3,1,TA,6,Typ,1,Fa,Attchd,1987,RFn,1,504,TA,Gd,Y,370,30,0,0,0,0,NA,GdPrv,NA,0,5,2007,WD,Normal,148000
+271,60,FV,84,10728,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1095,1095,GasA,Gd,Y,SBrkr,1095,844,0,1939,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2006,RFn,3,1053,TA,TA,Y,192,51,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial,266000
+272,20,RL,73,39104,Pave,NA,IR1,Low,AllPub,CulDSac,Sev,ClearCr,Norm,Norm,1Fam,1Story,7,7,1954,2005,Flat,Membran,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,LwQ,226,GLQ,1063,96,1385,GasA,Ex,Y,SBrkr,1363,0,0,1363,1,0,1,0,2,1,TA,5,Mod,2,TA,Attchd,1954,Unf,2,439,TA,TA,Y,81,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,241500
+273,60,RL,92,11764,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,7,1999,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,348,Gd,TA,PConc,Gd,TA,No,GLQ,524,Unf,0,628,1152,GasA,Ex,Y,SBrkr,1164,1106,0,2270,0,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,1999,Fin,3,671,TA,TA,Y,132,57,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,290000
+274,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,6,1958,1988,Hip,CompShg,Wd Sdng,Wd Sdng,BrkCmn,183,TA,TA,CBlock,TA,TA,No,Rec,620,LwQ,620,0,1240,GasA,Gd,Y,SBrkr,1632,0,0,1632,1,0,2,0,3,1,TA,6,Min1,1,Gd,Attchd,1958,RFn,1,338,TA,TA,Y,289,0,0,0,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal,139000
+275,20,RL,76,8314,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,7,1982,1982,Gable,CompShg,HdBoard,ImStucc,None,0,TA,TA,CBlock,TA,TA,Gd,ALQ,546,Unf,0,270,816,GasA,TA,Y,SBrkr,816,0,0,816,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1982,Unf,1,264,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,124500
+276,50,RL,55,7264,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,7,7,1925,2007,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,952,952,GasW,Gd,N,SBrkr,952,596,0,1548,0,0,2,1,3,1,Ex,5,Typ,0,NA,Detchd,1978,Unf,2,672,TA,TA,Y,74,0,0,0,144,0,NA,NA,NA,0,10,2009,WD,Normal,205000
+277,20,RL,129,9196,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1560,1560,GasA,Ex,Y,SBrkr,1560,0,0,1560,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2003,Fin,2,573,TA,TA,Y,100,150,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,201000
+278,20,RL,140,19138,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,1Story,4,5,1951,1951,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,120,Unf,0,744,864,GasA,Ex,Y,SBrkr,864,0,0,864,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1951,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,141000
+279,20,RL,107,14450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2006,2007,Gable,CompShg,CemntBd,CmentBd,BrkFace,315,Ex,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,2121,2121,GasA,Ex,Y,SBrkr,2121,0,0,2121,0,0,2,1,3,1,Ex,8,Typ,1,Ex,Attchd,2007,Fin,3,732,TA,TA,Y,124,98,0,0,142,0,NA,NA,NA,0,5,2007,New,Partial,415298
+280,60,RL,83,10005,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,2Story,7,5,1977,1977,Hip,CompShg,Plywood,Plywood,BrkFace,299,TA,TA,CBlock,Gd,TA,No,BLQ,392,Unf,0,768,1160,GasA,Ex,Y,SBrkr,1156,866,0,2022,0,0,2,1,4,1,TA,8,Typ,1,TA,Attchd,1977,Fin,2,505,TA,TA,Y,288,117,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,192000
+281,60,RL,82,11287,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,6,1989,1989,Gable,CompShg,Plywood,Plywood,BrkFace,340,Gd,TA,CBlock,Gd,TA,Av,GLQ,421,Unf,0,386,807,GasA,Gd,Y,SBrkr,1175,807,0,1982,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1989,Fin,2,575,TA,TA,Y,0,84,0,196,0,0,NA,NA,NA,0,1,2007,WD,Normal,228500
+282,20,FV,60,7200,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,6,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,68,Gd,TA,PConc,Gd,TA,No,GLQ,905,Unf,0,357,1262,GasA,Gd,Y,SBrkr,1262,0,0,1262,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2006,Fin,2,572,TA,TA,Y,0,120,0,0,0,0,NA,NA,NA,0,5,2006,New,Partial,185000
+283,120,RL,34,5063,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,1Story,7,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,166,Gd,TA,PConc,Gd,TA,No,GLQ,904,Unf,0,410,1314,GasA,Ex,Y,SBrkr,1314,0,0,1314,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2008,RFn,2,626,TA,TA,Y,172,62,0,0,0,0,NA,NA,NA,0,4,2009,ConLw,Normal,207500
+284,20,RL,74,9612,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Feedr,Norm,1Fam,1Story,8,5,2008,2009,Gable,CompShg,VinylSd,VinylSd,Stone,72,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1468,1468,GasA,Ex,Y,SBrkr,1468,0,0,1468,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2008,Fin,3,898,TA,TA,Y,210,150,0,0,0,0,NA,NA,NA,0,12,2009,New,Partial,244600
+285,120,RL,50,8012,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1992,1992,Gable,CompShg,Plywood,ImStucc,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,430,Unf,0,1145,1575,GasA,Gd,Y,SBrkr,1575,0,0,1575,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,1992,RFn,2,529,TA,TA,Y,0,0,52,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,179200
+286,160,FV,35,4251,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2006,2007,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,625,625,GasA,Ex,Y,SBrkr,625,625,0,1250,0,0,2,1,2,1,Gd,5,Typ,0,NA,Detchd,2006,RFn,2,528,TA,TA,Y,0,54,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial,164700
+287,50,RL,77,9786,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,6,7,1962,1981,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,600,Unf,0,312,912,GasA,TA,Y,SBrkr,1085,649,0,1734,0,0,1,1,3,1,Gd,7,Typ,1,Gd,Attchd,1962,RFn,2,440,TA,TA,Y,0,0,0,0,128,0,NA,GdPrv,NA,0,6,2006,WD,Normal,159000
+288,20,RL,NA,8125,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,4,1971,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,614,Unf,0,244,858,GasA,TA,Y,SBrkr,858,0,0,858,0,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,88000
+289,20,RL,NA,9819,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1967,1967,Gable,CompShg,MetalSd,MetalSd,BrkFace,31,TA,Gd,CBlock,TA,TA,No,BLQ,450,Unf,0,432,882,GasA,TA,Y,SBrkr,900,0,0,900,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1970,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,2,2010,WD,Normal,122000
+290,70,RL,60,8730,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Norm,1Fam,2Story,6,7,1915,2003,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,698,698,GasA,Ex,Y,FuseA,698,698,0,1396,0,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,2003,Unf,1,384,TA,TA,Y,0,0,0,0,259,0,NA,NA,NA,0,7,2007,WD,Normal,153575
+291,60,RL,120,15611,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1079,1079,GasA,Ex,Y,SBrkr,1079,840,0,1919,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2006,RFn,2,685,Gd,TA,Y,0,51,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,233230
+292,190,RL,55,5687,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,2fmCon,2Story,5,6,1912,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Fa,PConc,TA,Fa,No,Rec,210,Unf,0,570,780,GasA,Ex,N,SBrkr,936,780,0,1716,1,0,2,0,6,1,Fa,9,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,184,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,135900
+293,50,RL,60,11409,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,4,1949,2008,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,292,Unf,0,476,768,GasA,Gd,Y,SBrkr,1148,568,0,1716,0,0,1,1,3,1,TA,8,Min2,1,Gd,Attchd,1949,Unf,1,281,TA,TA,Y,0,0,0,0,160,0,NA,NA,NA,0,1,2009,WD,Normal,131000
+294,60,RL,NA,16659,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,PosA,Norm,1Fam,2Story,7,7,1977,1994,Gable,CompShg,Plywood,Plywood,BrkFace,34,TA,TA,CBlock,TA,TA,No,ALQ,795,Unf,0,0,795,GasA,Fa,Y,SBrkr,1468,795,0,2263,1,0,2,1,3,1,Gd,9,Typ,1,TA,Attchd,1977,Fin,2,539,TA,TA,Y,0,250,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,235000
+295,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1953,1953,Hip,CompShg,HdBoard,HdBoard,Stone,238,TA,TA,CBlock,TA,TA,No,GLQ,1285,Unf,0,131,1416,GasA,TA,Y,SBrkr,1644,0,0,1644,1,0,1,0,3,1,TA,7,Typ,2,Gd,Attchd,1953,Fin,2,418,TA,TA,Y,110,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,167000
+296,80,RL,37,7937,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,6,6,1984,1984,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,GLQ,819,Unf,0,184,1003,GasA,TA,Y,SBrkr,1003,0,0,1003,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1984,Unf,2,588,TA,TA,Y,120,0,0,0,0,0,NA,GdPrv,NA,0,3,2006,WD,Normal,142500
+297,50,RM,75,13710,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,5,5,1950,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,420,Unf,0,490,910,GasA,TA,Y,FuseA,910,648,0,1558,0,0,1,1,4,1,TA,6,Typ,0,NA,Attchd,1950,Unf,1,282,TA,TA,Y,289,0,0,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,152000
+298,60,FV,66,7399,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,1997,1998,Hip,CompShg,VinylSd,VinylSd,BrkFace,1600,Gd,TA,PConc,Gd,TA,No,BLQ,649,Unf,0,326,975,GasA,Ex,Y,SBrkr,975,975,0,1950,0,0,2,1,3,1,Gd,7,Typ,1,TA,Detchd,1997,RFn,2,576,TA,TA,Y,0,10,0,0,198,0,NA,NA,NA,0,6,2007,WD,Normal,239000
+299,60,RL,90,11700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,6,1968,1968,Mansard,CompShg,HdBoard,AsphShn,BrkFace,365,Gd,TA,CBlock,TA,TA,No,ALQ,384,Rec,175,143,702,GasA,Gd,Y,SBrkr,1041,702,0,1743,0,1,1,2,3,1,TA,7,Typ,1,Gd,Attchd,1968,Unf,2,539,TA,TA,Y,224,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,175000
+300,20,RL,80,14000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,8,1950,2004,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,1092,1092,GasA,Ex,Y,SBrkr,1152,0,0,1152,0,1,1,0,3,1,Gd,6,Typ,1,Gd,Attchd,1950,Unf,1,300,TA,TA,Y,0,36,0,0,0,0,NA,GdPrv,NA,0,8,2009,WD,Family,158500
+301,190,RL,90,15750,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,2fmCon,1Story,5,5,1953,1953,Hip,CompShg,MetalSd,MetalSd,BrkFace,56,TA,TA,CBlock,TA,TA,Mn,BLQ,841,Unf,0,324,1165,GasA,TA,Y,SBrkr,1336,0,0,1336,1,0,1,0,2,1,TA,5,Typ,2,Gd,Attchd,1953,Unf,1,375,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,157000
+302,60,RL,66,16226,Pave,NA,IR3,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,1998,1999,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,281,Unf,0,747,1028,GasA,Ex,Y,SBrkr,1210,1242,0,2452,0,0,2,1,4,1,Gd,9,Typ,1,TA,BuiltIn,1998,Fin,2,683,TA,TA,Y,208,50,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,267000
+303,20,RL,118,13704,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,150,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1541,1541,GasA,Ex,Y,SBrkr,1541,0,0,1541,0,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2001,RFn,3,843,TA,TA,Y,468,81,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal,205000
+304,20,RL,70,9800,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,7,1972,1972,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,ALQ,894,Unf,0,0,894,GasA,TA,Y,SBrkr,894,0,0,894,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1975,Unf,2,552,TA,TA,Y,256,0,0,0,0,0,NA,GdWo,NA,0,7,2006,WD,Abnorml,149900
+305,75,RM,87,18386,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2.5Fin,7,9,1880,2002,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1470,1470,GasA,Ex,Y,SBrkr,1675,1818,0,3493,0,0,3,0,3,1,Gd,10,Typ,1,Ex,Attchd,2003,Unf,3,870,TA,TA,Y,302,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,295000
+306,20,RL,80,10386,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2004,2005,Gable,CompShg,CemntBd,CmentBd,Stone,246,Gd,TA,PConc,Gd,TA,No,GLQ,1464,Unf,0,536,2000,GasA,Ex,Y,SBrkr,2000,0,0,2000,1,0,2,0,3,1,Gd,8,Typ,0,NA,Attchd,2004,Fin,3,888,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,305900
+307,60,RL,116,13474,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,1Fam,2Story,7,5,1990,1991,Gable,CompShg,HdBoard,Plywood,BrkFace,246,Gd,TA,CBlock,Gd,TA,No,ALQ,700,Unf,0,0,700,GasA,Gd,Y,SBrkr,1122,1121,0,2243,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1990,RFn,3,746,TA,TA,Y,127,44,224,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,225000
+308,50,RM,NA,7920,Pave,Grvl,IR1,Lvl,AllPub,Inside,Gtl,IDOTRR,Artery,Norm,1Fam,1.5Fin,6,7,1920,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,CBlock,TA,TA,No,Unf,0,Unf,0,319,319,GasA,TA,Y,FuseA,1035,371,0,1406,0,0,1,0,3,1,Fa,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,144,0,0,0,0,NA,MnPrv,NA,0,3,2008,WD,Normal,89500
+309,30,RL,NA,12342,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1940,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,262,Unf,0,599,861,GasA,Ex,Y,SBrkr,861,0,0,861,0,0,1,0,1,1,TA,4,Typ,0,NA,Detchd,1961,Unf,2,539,TA,TA,Y,158,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,82500
+310,20,RL,90,12378,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,Gd,GLQ,1274,Unf,0,622,1896,GasA,Ex,Y,SBrkr,1944,0,0,1944,1,0,2,0,3,1,Ex,8,Typ,3,Ex,Attchd,2003,Fin,3,708,TA,TA,Y,208,175,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal,360000
+311,60,RL,NA,7685,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1993,1994,Gable,CompShg,HdBoard,HdBoard,BrkFace,112,TA,TA,PConc,Gd,TA,No,ALQ,518,Unf,0,179,697,GasA,Gd,Y,SBrkr,697,804,0,1501,0,0,2,1,3,1,Gd,6,Typ,1,TA,Attchd,1993,Fin,2,420,TA,TA,Y,190,63,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,165600
+312,20,RL,50,8000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1948,2002,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,680,Unf,0,292,972,GasA,Ex,Y,SBrkr,972,0,0,972,1,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1948,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,132000
+313,190,RM,65,7800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,2fmCon,1.5Fin,5,7,1939,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,Mn,Rec,507,Unf,0,286,793,GasA,TA,Y,SBrkr,793,325,0,1118,1,0,1,0,3,1,TA,5,Typ,1,Gd,Detchd,1939,Unf,2,410,TA,TA,Y,0,0,0,0,271,0,NA,MnPrv,NA,0,5,2006,WD,Normal,119900
+314,20,RL,150,215245,Pave,NA,IR3,Low,AllPub,Inside,Sev,Timber,Norm,Norm,1Fam,1Story,7,5,1965,1965,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,Gd,TA,Gd,ALQ,1236,Rec,820,80,2136,GasW,TA,Y,SBrkr,2036,0,0,2036,2,0,2,0,3,1,TA,8,Typ,2,Gd,Attchd,1965,RFn,2,513,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,375000
+315,70,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,7,1925,1990,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,Gd,No,LwQ,16,Unf,0,712,728,GasA,Ex,Y,SBrkr,832,809,0,1641,0,1,1,1,3,1,Ex,6,Typ,1,Gd,Detchd,1925,Unf,2,546,Fa,TA,Y,0,0,234,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,178000
+316,60,RL,71,7795,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,425,Unf,0,291,716,GasA,Ex,Y,SBrkr,716,716,0,1432,1,0,2,1,3,1,Gd,6,Typ,1,Gd,Attchd,2004,Fin,2,432,TA,TA,Y,100,51,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,188500
+317,60,RL,94,13005,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,7,1980,1980,Gable,CompShg,CemntBd,CmentBd,BrkFace,278,Gd,TA,CBlock,Gd,TA,No,GLQ,692,Unf,0,153,845,GasA,TA,Y,SBrkr,1153,1200,0,2353,1,0,2,1,4,1,Ex,10,Typ,1,TA,Attchd,1983,RFn,2,484,TA,TA,Y,288,195,0,0,0,0,NA,GdPrv,NA,0,8,2009,WD,Normal,260000
+318,60,FV,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1088,1088,GasA,Ex,Y,SBrkr,1088,871,0,1959,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2006,RFn,3,1025,TA,TA,Y,208,46,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,270000
+319,60,RL,90,9900,Pave,NA,Reg,Low,AllPub,Inside,Mod,NoRidge,Norm,Norm,1Fam,2Story,7,5,1993,1993,Gable,CompShg,HdBoard,HdBoard,BrkFace,256,Gd,TA,PConc,Gd,TA,Gd,GLQ,987,Unf,0,360,1347,GasA,Ex,Y,SBrkr,1372,1274,0,2646,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1993,RFn,3,656,TA,TA,Y,340,60,144,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,260000
+320,80,RL,NA,14115,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,7,5,1980,1980,Gable,CompShg,Plywood,Plywood,BrkFace,225,TA,TA,CBlock,Gd,TA,Av,GLQ,1036,Unf,0,336,1372,GasA,TA,Y,SBrkr,1472,0,0,1472,1,0,2,0,3,1,TA,6,Typ,2,TA,Attchd,1980,Unf,2,588,TA,TA,Y,233,48,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,187500
+321,60,RL,111,16259,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,370,TA,TA,PConc,Ex,Gd,Av,Unf,0,Unf,0,1249,1249,GasA,Ex,Y,SBrkr,1249,1347,0,2596,0,0,3,1,4,1,Gd,9,Typ,0,NA,Attchd,2006,RFn,3,840,TA,TA,Y,240,154,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial,342643
+322,60,RL,99,12099,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,388,Gd,TA,PConc,Ex,TA,Av,GLQ,970,Unf,0,166,1136,GasA,Ex,Y,SBrkr,1136,1332,0,2468,1,0,2,1,4,1,Gd,10,Typ,1,Gd,BuiltIn,2004,Fin,3,872,TA,TA,Y,184,154,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,354000
+323,60,RL,86,10380,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1986,1987,Gable,CompShg,Plywood,Plywood,BrkFace,172,Gd,TA,CBlock,TA,TA,Gd,LwQ,28,ALQ,1474,0,1502,GasA,Ex,Y,SBrkr,1553,1177,0,2730,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1987,Fin,2,576,TA,TA,Y,201,96,0,0,0,0,NA,MnPrv,NA,0,8,2007,WD,Normal,301000
+324,20,RM,49,5820,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,3,8,1955,2005,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,256,Unf,0,906,1162,GasA,Ex,Y,SBrkr,1163,0,0,1163,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1955,Unf,1,220,Fa,TA,Y,142,98,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,126175
+325,80,RL,96,11275,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,PosN,Norm,1Fam,SLvl,7,7,1967,2007,Mansard,WdShake,Wd Sdng,Wd Sdng,BrkFace,300,Gd,Gd,CBlock,Gd,TA,No,Unf,0,Unf,0,710,710,GasA,Ex,Y,SBrkr,1898,1080,0,2978,0,0,2,1,5,1,Gd,11,Typ,1,Gd,BuiltIn,1961,Fin,2,564,TA,TA,Y,240,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,242000
+326,45,RM,50,5000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,RRAe,Norm,1Fam,1.5Unf,5,6,1941,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,116,Unf,0,604,720,GasA,Po,N,FuseF,803,0,0,803,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1941,Unf,2,360,TA,TA,Y,0,0,244,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,87000
+327,120,RL,32,10846,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Veenker,Norm,Norm,TwnhsE,1Story,8,5,1993,1993,Gable,CompShg,BrkFace,BrkFace,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,1619,Unf,0,100,1719,GasA,Ex,Y,SBrkr,1719,0,0,1719,2,0,1,1,1,1,Gd,6,Typ,2,Gd,Attchd,1993,Fin,2,473,TA,TA,Y,122,30,0,0,0,0,NA,NA,NA,0,5,2008,Con,Normal,324000
+328,20,RL,80,11600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1960,1960,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,175,TA,TA,CBlock,TA,TA,No,Rec,565,Unf,0,818,1383,GasA,TA,Y,SBrkr,1383,0,0,1383,0,0,1,1,3,1,TA,7,Typ,0,NA,Attchd,1960,RFn,1,292,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,145250
+329,75,RL,NA,11888,Pave,Pave,IR1,Bnk,AllPub,Inside,Gtl,BrkSide,PosN,Norm,1Fam,2.5Unf,6,6,1916,1994,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,844,844,GasA,Gd,N,FuseA,1445,689,0,2134,0,0,2,0,5,1,Gd,10,Typ,0,NA,Detchd,1930,Unf,2,441,TA,TA,Y,0,60,268,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,214500
+330,70,RM,60,6402,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,5,5,1920,1950,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,PConc,TA,TA,Mn,Unf,0,Unf,0,596,596,GasA,TA,N,SBrkr,596,596,0,1192,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1920,Unf,1,189,Fa,Fa,N,0,0,137,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal,78000
+331,90,RL,NA,10624,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,4,1964,1964,Gable,CompShg,HdBoard,HdBoard,BrkFace,84,TA,TA,CBlock,TA,TA,No,GLQ,40,Rec,264,1424,1728,GasA,TA,Y,SBrkr,1728,0,0,1728,0,1,2,0,6,2,TA,10,Typ,0,NA,Detchd,2002,Unf,1,352,TA,TA,Y,155,0,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,119000
+332,20,RL,70,8176,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1958,1992,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,846,Unf,0,210,1056,GasA,Fa,Y,SBrkr,1056,0,0,1056,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1958,RFn,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,139000
+333,20,RL,85,10655,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,296,Gd,TA,PConc,Gd,TA,No,GLQ,1124,NA,479,1603,3206,GasA,Ex,Y,SBrkr,1629,0,0,1629,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2003,RFn,3,880,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,284000
+334,120,RM,59,8198,Pave,NA,Reg,Lvl,AllPub,FR3,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,Stone,146,Gd,TA,PConc,Gd,TA,Av,GLQ,720,Unf,0,638,1358,GasA,Ex,Y,SBrkr,1358,0,0,1358,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2004,RFn,2,484,TA,TA,Y,192,30,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,207000
+335,60,RL,59,9042,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Gd,GLQ,828,Unf,0,115,943,GasA,Gd,Y,SBrkr,943,695,0,1638,1,0,2,1,3,1,TA,7,Typ,2,TA,Attchd,1998,Fin,2,472,TA,TA,Y,100,38,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,192000
+336,190,RL,NA,164660,Grvl,NA,IR1,HLS,AllPub,Corner,Sev,Timber,Norm,Norm,2fmCon,1.5Fin,5,6,1965,1965,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Gd,ALQ,1249,BLQ,147,103,1499,GasA,Ex,Y,SBrkr,1619,167,0,1786,2,0,2,0,3,1,TA,7,Typ,2,Gd,Attchd,1965,Fin,2,529,TA,TA,Y,670,0,0,0,0,0,NA,NA,Shed,700,8,2008,WD,Normal,228950
+337,20,RL,86,14157,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,StoneBr,Norm,Norm,1Fam,1Story,9,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,Stone,200,Gd,TA,PConc,Ex,TA,Gd,GLQ,1249,Unf,0,673,1922,GasA,Ex,Y,SBrkr,1922,0,0,1922,1,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2005,Fin,3,676,TA,TA,Y,178,51,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,377426
+338,20,RL,70,9135,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2002,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,113,Gd,TA,PConc,Gd,TA,Av,GLQ,810,Unf,0,726,1536,GasA,Ex,Y,SBrkr,1536,0,0,1536,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2002,RFn,2,532,TA,TA,Y,192,74,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,214000
+339,20,RL,91,14145,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,7,1984,1998,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,CBlock,Gd,TA,Mn,ALQ,213,Unf,0,995,1208,GasA,Ex,Y,SBrkr,1621,0,0,1621,1,0,2,0,3,1,Gd,8,Typ,0,NA,Attchd,1984,RFn,2,440,TA,TA,Y,108,45,0,0,0,0,NA,NA,Shed,400,5,2006,WD,Normal,202500
+340,20,RL,66,12400,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,7,1958,1998,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,176,TA,TA,CBlock,TA,Fa,No,Rec,585,Unf,0,630,1215,GasA,TA,Y,FuseA,1215,0,0,1215,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1958,Unf,1,297,TA,TA,Y,0,0,0,0,234,0,NA,NA,NA,0,6,2009,WD,Normal,155000
+341,60,RL,85,14191,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,967,967,GasA,Ex,Y,SBrkr,993,915,0,1908,0,0,2,1,4,1,Gd,9,Typ,0,NA,Attchd,2002,Fin,2,431,TA,TA,Y,135,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,202900
+342,20,RH,60,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,1Fam,1Story,4,4,1950,1950,Gable,CompShg,Wd Sdng,AsbShng,None,0,Fa,Fa,CBlock,TA,Fa,No,Unf,0,Unf,0,721,721,GasA,Gd,Y,SBrkr,841,0,0,841,0,0,1,0,2,1,TA,4,Typ,0,NA,CarPort,1950,Unf,1,294,TA,TA,N,250,0,24,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,82000
+343,90,RL,NA,8544,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,3,4,1949,1950,Gable,CompShg,Stucco,Stucco,BrkFace,340,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,Wall,Fa,N,FuseA,1040,0,0,1040,0,0,2,0,2,2,TA,6,Typ,0,NA,Detchd,1949,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,87500
+344,120,RL,63,8849,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2005,2005,Hip,CompShg,MetalSd,MetalSd,BrkFace,616,Ex,TA,PConc,Ex,TA,No,GLQ,28,Unf,0,1656,1684,GasA,Ex,Y,SBrkr,1684,0,0,1684,0,0,2,0,2,1,Ex,6,Typ,1,Ex,Attchd,2005,RFn,2,564,TA,TA,Y,495,72,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,266000
+345,160,RM,36,2592,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,5,3,1976,1976,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,No,Rec,129,BLQ,232,175,536,GasA,TA,Y,SBrkr,536,576,0,1112,0,0,1,1,3,1,TA,4,Typ,0,NA,Attchd,1976,Unf,1,336,TA,TA,Y,182,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,85000
+346,50,RL,65,6435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Norm,1Fam,1.5Fin,6,5,1939,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,972,972,GasA,Gd,Y,SBrkr,972,605,0,1577,0,0,1,0,3,1,Fa,6,Typ,1,Gd,Detchd,1939,Unf,1,312,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,140200
+347,20,RL,NA,12772,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,8,1960,1998,Hip,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,Mn,BLQ,498,Unf,0,460,958,GasA,TA,Y,SBrkr,958,0,0,958,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1960,RFn,1,301,TA,TA,Y,0,0,0,0,0,0,NA,NA,Gar2,15500,4,2007,WD,Normal,151500
+348,20,RL,NA,17600,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1960,1960,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,30,TA,TA,CBlock,TA,TA,No,BLQ,1270,Unf,0,208,1478,GasA,Ex,Y,FuseA,1478,0,0,1478,1,0,2,0,3,1,TA,6,Typ,2,Gd,Attchd,1960,Unf,2,498,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,157500
+349,160,RL,36,2448,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,Wd Shng,Stone,106,Gd,TA,PConc,Gd,TA,No,GLQ,573,Unf,0,191,764,GasA,Ex,Y,SBrkr,764,862,0,1626,1,0,2,1,2,1,Gd,6,Typ,0,NA,BuiltIn,2003,RFn,2,474,TA,TA,Y,0,27,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,154000
+350,60,RL,56,20431,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2005,2006,Hip,CompShg,CemntBd,CmentBd,BrkFace,870,Ex,TA,PConc,Ex,TA,No,GLQ,1410,Unf,0,438,1848,GasA,Ex,Y,SBrkr,1848,880,0,2728,1,0,2,1,4,1,Ex,10,Typ,2,Ex,Attchd,2006,Fin,3,706,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2006,New,Partial,437154
+351,120,RL,68,7820,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2007,2007,Hip,CompShg,MetalSd,MetalSd,BrkFace,362,Ex,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1869,1869,GasA,Ex,Y,SBrkr,1869,0,0,1869,0,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2007,RFn,2,617,TA,TA,Y,210,54,0,0,0,0,NA,NA,NA,0,12,2007,New,Partial,318061
+352,120,RL,NA,5271,Pave,NA,IR1,Low,AllPub,Inside,Mod,ClearCr,Norm,Norm,1Fam,1Story,7,5,1986,1986,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,Gd,TA,Gd,GLQ,1082,Unf,0,371,1453,GasA,Gd,Y,SBrkr,1453,0,0,1453,1,0,1,1,2,1,Gd,6,Typ,1,TA,Attchd,1986,RFn,2,445,TA,TA,Y,0,80,0,0,184,0,NA,NA,NA,0,12,2006,WD,Abnorml,190000
+353,50,RL,60,9084,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Artery,Norm,1Fam,1.5Fin,5,6,1941,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,Fa,Mn,LwQ,236,Rec,380,0,616,GasA,TA,N,SBrkr,616,495,0,1111,0,1,1,0,3,1,TA,5,Typ,0,NA,Detchd,1941,Unf,1,200,TA,Fa,Y,48,0,0,0,0,0,NA,NA,NA,0,3,2008,ConLw,Normal,95000
+354,30,RM,60,8520,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,6,8,1928,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,624,624,GasA,Gd,Y,SBrkr,720,0,0,720,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,2005,Unf,2,484,TA,TA,Y,106,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,105900
+355,50,RL,60,8400,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,6,5,1940,2000,Gable,CompShg,Wd Sdng,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,388,Unf,0,552,940,GasA,Ex,Y,SBrkr,1192,403,0,1595,0,0,1,0,2,1,TA,6,Typ,2,Gd,Attchd,1940,Unf,1,240,TA,TA,Y,0,0,108,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,140000
+356,20,RL,105,11249,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,6,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,Gd,Gd,No,ALQ,334,BLQ,544,322,1200,GasA,Ex,Y,SBrkr,1200,0,0,1200,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1995,RFn,2,521,TA,TA,Y,0,26,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,177500
+357,20,RL,NA,9248,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,6,6,1992,1992,Gable,CompShg,HdBoard,HdBoard,BrkFace,106,TA,TA,PConc,Gd,TA,No,GLQ,560,Unf,0,598,1158,GasA,Gd,Y,SBrkr,1167,0,0,1167,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1992,RFn,2,400,TA,TA,Y,120,26,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,173000
+358,120,RM,44,4224,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,1Story,5,5,1976,1976,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,874,Unf,0,268,1142,GasA,TA,Y,SBrkr,1142,0,0,1142,1,0,1,1,3,1,TA,6,Typ,1,Po,Attchd,1976,Fin,2,528,TA,TA,Y,536,90,0,0,0,0,NA,MnPrv,NA,0,8,2007,WD,Normal,134000
+359,80,RL,92,6930,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,SLvl,5,4,1958,1958,Hip,CompShg,Wd Sdng,ImStucc,BrkFace,120,TA,TA,CBlock,TA,TA,Av,BLQ,300,Rec,294,468,1062,GasA,Ex,Y,FuseF,1352,0,0,1352,0,1,1,0,3,1,Gd,6,Min2,0,NA,BuiltIn,1958,Unf,1,288,TA,TA,Y,168,0,294,0,0,0,NA,NA,NA,0,7,2006,WD,Abnorml,130000
+360,60,RL,78,12011,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,530,Gd,TA,PConc,Gd,TA,Av,GLQ,956,Unf,0,130,1086,GasA,Ex,Y,SBrkr,1086,838,0,1924,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1998,RFn,2,592,TA,TA,Y,208,75,0,0,374,0,NA,NA,NA,0,6,2006,WD,Normal,280000
+361,85,RL,NA,7540,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,6,6,1978,1978,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,773,Unf,0,115,888,GasA,Ex,Y,SBrkr,912,0,0,912,1,0,1,0,2,1,TA,5,Typ,1,TA,Attchd,1978,RFn,2,470,TA,TA,Y,0,0,0,0,192,0,NA,MnPrv,NA,0,6,2007,WD,Normal,156000
+362,50,RL,NA,9144,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,5,1940,1982,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,399,Unf,0,484,883,GasA,Gd,Y,SBrkr,988,517,0,1505,1,0,1,0,3,1,TA,8,Typ,0,NA,Detchd,1940,Unf,1,240,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,145000
+363,85,RL,64,7301,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,SFoyer,7,5,2003,2003,Gable,CompShg,HdBoard,HdBoard,BrkFace,500,Gd,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,495,1427,0,1922,0,0,3,0,4,1,Gd,7,Typ,1,Ex,BuiltIn,2003,RFn,2,672,TA,TA,Y,0,0,177,0,0,0,NA,NA,NA,0,7,2009,ConLD,Normal,198500
+364,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,8,1972,2007,Gable,CompShg,HdBoard,HdBoard,BrkFace,510,TA,TA,CBlock,TA,TA,No,ALQ,162,Unf,0,321,483,GasA,Gd,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,Gd,5,Typ,0,NA,Detchd,1972,Unf,1,264,TA,TA,Y,250,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,118000
+365,60,RL,NA,18800,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,5,1976,1976,Gable,CompShg,HdBoard,HdBoard,BrkFace,120,TA,TA,PConc,Gd,TA,Mn,GLQ,712,Unf,0,84,796,GasA,TA,Y,SBrkr,790,784,0,1574,1,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1976,Fin,2,566,TA,TA,Y,306,111,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,190000
+366,70,RM,59,10690,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,5,7,1920,1997,Hip,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,Fa,No,Rec,456,Unf,0,216,672,GasA,Gd,Y,FuseA,672,672,0,1344,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1964,Unf,1,468,TA,Fa,Y,0,128,218,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,147000
+367,20,RL,NA,9500,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1963,1963,Gable,CompShg,Plywood,Plywood,BrkFace,247,TA,TA,CBlock,Gd,TA,No,BLQ,609,Unf,0,785,1394,GasA,Gd,Y,SBrkr,1394,0,0,1394,1,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1963,RFn,2,514,TA,TA,Y,0,76,0,0,185,0,NA,NA,NA,0,7,2009,WD,Normal,159000
+368,80,RL,101,9150,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,5,1962,1962,Gable,Tar&Grv,Plywood,Plywood,BrkFace,305,TA,TA,CBlock,Gd,TA,Gd,GLQ,371,Unf,0,728,1099,GasA,Gd,Y,SBrkr,1431,0,0,1431,0,1,1,0,3,1,TA,6,Typ,1,Gd,Basment,1962,RFn,1,296,TA,TA,Y,64,110,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,165000
+369,20,RL,78,7800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1954,1954,Gable,CompShg,HdBoard,HdBoard,BrkFace,200,TA,TA,PConc,TA,TA,No,LwQ,540,Unf,0,728,1268,GasA,Gd,Y,SBrkr,1268,0,0,1268,0,0,1,0,2,1,TA,7,Typ,1,Gd,Attchd,1954,Fin,1,244,TA,TA,Y,0,98,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,132000
+370,20,RL,NA,9830,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1959,2006,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,72,Rec,258,733,1063,GasA,Ex,Y,SBrkr,1287,0,0,1287,1,0,1,0,3,1,Gd,7,Typ,1,Gd,Detchd,1997,Fin,2,576,TA,TA,Y,364,17,0,0,182,0,NA,NA,NA,0,3,2010,WD,Normal,162000
+371,60,RL,NA,8121,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,953,953,GasA,Ex,Y,SBrkr,953,711,0,1664,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2000,RFn,2,460,TA,TA,Y,100,40,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal,172400
+372,50,RL,80,17120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Feedr,Norm,1Fam,1.5Fin,4,4,1959,1959,Gable,CompShg,WdShing,Plywood,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1120,468,0,1588,0,0,2,0,4,1,TA,7,Min2,1,Gd,Detchd,1991,Fin,2,680,TA,TA,N,0,59,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,134432
+373,120,RL,50,7175,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1984,1984,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,623,LwQ,121,0,744,GasA,TA,Y,SBrkr,752,0,0,752,1,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1984,Unf,1,264,TA,TA,Y,353,0,0,0,90,0,NA,MnPrv,NA,0,2,2010,WD,Normal,125000
+374,20,RL,79,10634,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1953,1953,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,BLQ,428,LwQ,180,0,608,GasA,TA,Y,SBrkr,1319,0,0,1319,1,0,1,0,3,1,TA,5,Min2,0,NA,Attchd,1953,Unf,1,270,TA,TA,Y,66,0,0,0,0,0,NA,GdWo,NA,0,11,2009,WD,Normal,123000
+375,60,RL,65,8200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,847,847,GasA,Ex,Y,SBrkr,847,1081,0,1928,0,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2003,Fin,2,434,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,219500
+376,30,RL,NA,10020,Pave,NA,IR1,Low,AllPub,Inside,Sev,Edwards,Norm,Norm,1Fam,1Story,1,1,1922,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Fa,Fa,BrkTil,Fa,Po,Gd,BLQ,350,Unf,0,333,683,GasA,Gd,N,FuseA,904,0,0,904,1,0,0,1,1,1,Fa,4,Maj1,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,61000
+377,85,RL,57,8846,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,SFoyer,5,5,1996,1996,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,298,Unf,0,572,870,GasA,Ex,Y,SBrkr,914,0,0,914,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1998,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,148000
+378,60,FV,102,11143,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2004,2005,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1580,1580,GasA,Ex,Y,SBrkr,1580,886,0,2466,0,0,3,0,4,1,Gd,8,Typ,1,Gd,Attchd,2004,RFn,2,610,TA,TA,Y,159,214,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,340000
+379,20,RL,88,11394,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,StoneBr,Norm,Norm,1Fam,1Story,9,2,2010,2010,Hip,CompShg,VinylSd,VinylSd,Stone,350,Gd,TA,PConc,Ex,TA,Av,GLQ,1445,Unf,0,411,1856,GasA,Ex,Y,SBrkr,1856,0,0,1856,1,0,1,1,1,1,Ex,8,Typ,1,Ex,Attchd,2010,Fin,3,834,TA,TA,Y,113,0,0,0,0,0,NA,NA,NA,0,6,2010,New,Partial,394432
+380,60,RL,60,8123,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,982,982,GasA,Ex,Y,SBrkr,1007,793,0,1800,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2000,Fin,2,463,TA,TA,Y,100,63,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,179000
+381,50,RL,50,5000,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,5,6,1924,1950,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,218,Unf,0,808,1026,GasA,TA,Y,SBrkr,1026,665,0,1691,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Detchd,1924,Unf,1,308,TA,TA,Y,0,0,242,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,127000
+382,20,FV,60,7200,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,1293,1293,GasA,Ex,Y,SBrkr,1301,0,0,1301,1,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2006,RFn,2,572,TA,TA,Y,216,121,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial,187750
+383,60,RL,79,9245,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,939,939,GasA,Ex,Y,SBrkr,939,858,0,1797,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2006,RFn,2,639,TA,TA,Y,144,53,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,213500
+384,45,RH,60,9000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,1.5Unf,6,3,1928,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,Fa,No,Unf,0,Unf,0,784,784,GasA,TA,N,FuseA,784,0,0,784,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1950,Unf,2,360,Fa,Fa,N,0,0,91,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,76000
+385,60,RL,NA,53107,Pave,NA,IR2,Low,AllPub,Corner,Mod,ClearCr,Feedr,Norm,1Fam,2Story,6,5,1992,1992,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,985,Unf,0,595,1580,GasA,Ex,Y,SBrkr,1079,874,0,1953,1,0,2,1,3,1,Gd,9,Typ,2,Fa,Attchd,1992,Fin,2,501,TA,TA,Y,216,231,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,240000
+386,120,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,8,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1232,1256,GasA,Ex,Y,SBrkr,1269,0,0,1269,0,0,2,0,2,1,Gd,6,Typ,1,TA,Attchd,2004,Fin,2,430,TA,TA,Y,146,20,0,0,144,0,NA,NA,NA,0,4,2010,WD,Normal,192000
+387,50,RL,58,8410,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Edwards,Feedr,Norm,1Fam,1.5Fin,5,3,1910,1996,Gambrel,CompShg,Wd Sdng,VinylSd,None,0,TA,Fa,PConc,TA,TA,No,Unf,0,Unf,0,658,658,GasA,TA,Y,SBrkr,658,526,0,1184,0,0,1,0,5,1,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,151,0,0,0,0,NA,NA,NA,0,5,2006,WD,AdjLand,81000
+388,80,RL,72,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,SLvl,6,6,1976,1976,Hip,CompShg,MetalSd,MetalSd,BrkFace,255,TA,TA,CBlock,TA,TA,Av,ALQ,631,Unf,0,410,1041,GasA,Ex,Y,SBrkr,1125,0,0,1125,1,0,1,0,3,1,TA,6,Typ,1,Fa,Detchd,1977,Unf,1,352,TA,TA,Y,296,0,0,0,0,0,NA,GdWo,NA,0,10,2009,WD,Abnorml,125000
+389,20,RL,93,9382,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,125,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1468,1468,GasA,Ex,Y,SBrkr,1479,0,0,1479,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1999,RFn,2,577,TA,TA,Y,120,25,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,191000
+390,60,RL,96,12474,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,10,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,272,Ex,TA,PConc,Ex,TA,Av,GLQ,1280,Unf,0,402,1682,GasA,Ex,Y,SBrkr,1742,590,0,2332,1,0,2,1,3,1,Ex,9,Typ,1,Ex,BuiltIn,2008,Fin,3,846,TA,TA,Y,196,134,0,0,0,0,NA,NA,NA,0,8,2008,New,Partial,426000
+391,50,RL,50,8405,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,8,1900,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Gd,No,Rec,241,BLQ,391,229,861,GasA,Ex,Y,SBrkr,961,406,0,1367,1,0,1,0,4,1,TA,7,Typ,0,NA,Detchd,1978,Unf,1,384,TA,TA,Y,0,130,112,0,0,0,NA,MnPrv,NA,0,4,2008,WD,Normal,119000
+392,60,RL,71,12209,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,2Story,6,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Ex,TA,No,ALQ,690,Unf,0,114,804,GasA,Ex,Y,SBrkr,804,1157,0,1961,1,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,2001,Fin,2,560,TA,TA,Y,125,192,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,215000
+393,20,RL,NA,8339,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1959,1959,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,882,0,0,882,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1959,RFn,1,294,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,Shed,1200,7,2007,WD,Normal,106500
+394,30,RL,NA,7446,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Feedr,Norm,1Fam,1Story,4,5,1941,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,Rec,266,Unf,0,522,788,GasA,TA,Y,FuseA,788,0,0,788,0,0,1,0,2,1,TA,4,Typ,2,TA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,4,2006,WD,Abnorml,100000
+395,50,RL,60,10134,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,6,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,735,735,GasA,Gd,Y,FuseA,735,299,0,1034,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1940,Unf,1,240,TA,TA,Y,0,39,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,109000
+396,20,RL,68,9571,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1956,1956,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,739,Unf,0,405,1144,GasA,TA,Y,SBrkr,1144,0,0,1144,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1956,Unf,1,596,TA,TA,Y,44,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,129000
+397,20,RL,60,7200,Pave,NA,Reg,Low,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1972,1972,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Av,Rec,777,Unf,0,117,894,GasA,TA,Y,SBrkr,894,0,0,894,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1985,RFn,2,600,TA,TA,Y,215,0,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,123000
+398,60,RL,69,7590,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosN,Norm,1Fam,2Story,5,5,1962,1962,Gable,CompShg,VinylSd,VinylSd,BrkFace,288,TA,TA,CBlock,TA,TA,No,ALQ,540,Unf,0,324,864,GasA,TA,Y,SBrkr,876,936,0,1812,0,0,2,0,4,1,TA,8,Typ,1,TA,Attchd,1962,RFn,1,264,TA,TA,Y,0,168,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,169500
+399,30,RM,60,8967,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,5,2,1920,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,BrkTil,Fa,Po,No,Unf,0,Unf,0,961,961,GasA,Gd,Y,Mix,1077,0,0,1077,0,0,1,0,2,1,TA,6,Maj2,0,NA,Detchd,1920,Unf,1,338,Po,Po,N,0,0,0,0,0,0,NA,NA,NA,0,11,2007,WD,Abnorml,67000
+400,60,FV,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2006,2007,Gable,CompShg,CemntBd,CmentBd,Stone,100,Gd,TA,PConc,Gd,TA,No,GLQ,812,Unf,0,280,1092,GasA,Ex,Y,SBrkr,1112,438,0,1550,1,0,2,0,2,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,2,438,TA,TA,Y,0,168,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,241000
+401,120,RL,38,14963,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Veenker,Norm,Norm,TwnhsE,1Story,8,5,1996,1996,Gable,CompShg,BrkFace,BrkFace,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,786,Unf,0,474,1260,GasA,Ex,Y,SBrkr,1288,0,0,1288,1,0,1,1,1,1,Ex,4,Typ,2,Gd,Attchd,1996,Fin,2,500,TA,TA,Y,120,30,0,0,224,0,NA,NA,NA,0,12,2008,WD,Normal,245500
+402,20,RL,65,8767,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,24,Unf,0,1286,1310,GasA,Ex,Y,SBrkr,1310,0,0,1310,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2005,Fin,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,164990
+403,30,RL,60,10200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,8,1940,1997,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,672,672,GasA,Ex,Y,SBrkr,672,0,0,672,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1940,Unf,1,240,TA,TA,N,168,0,0,0,0,0,NA,GdPrv,NA,0,8,2008,WD,Normal,108000
+404,60,RL,93,12090,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1998,Hip,CompShg,VinylSd,VinylSd,BrkFace,650,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1141,1141,GasA,Gd,Y,SBrkr,1165,1098,0,2263,0,0,2,1,4,1,Gd,10,Typ,1,TA,BuiltIn,1998,Fin,2,420,TA,TA,Y,144,123,0,0,0,0,NA,NA,NA,0,7,2006,WD,Abnorml,258000
+405,60,RL,NA,10364,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1995,1996,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,806,806,GasA,Gd,Y,SBrkr,806,766,0,1572,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1995,Fin,2,373,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,168000
+406,20,RL,NA,9991,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,4,4,1976,1993,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,BLQ,1116,Unf,0,165,1281,GasA,Ex,Y,SBrkr,1620,0,0,1620,1,0,2,0,3,1,TA,8,Min1,1,TA,Attchd,1993,Unf,2,490,TA,TA,Y,120,78,0,0,0,0,NA,GdWo,NA,0,6,2009,WD,Normal,150000
+407,50,RL,51,10480,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,6,5,1936,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1064,1064,GasA,Ex,Y,FuseA,1166,0,473,1639,0,0,1,0,3,1,TA,6,Maj2,0,NA,Detchd,1936,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,115000
+408,70,RL,63,15576,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,7,1915,1976,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,TA,BrkTil,Gd,TA,No,Unf,0,Unf,0,840,840,GasA,Ex,Y,SBrkr,840,840,0,1680,0,0,2,0,4,1,TA,8,Typ,0,NA,Attchd,1960,Unf,1,308,TA,TA,Y,0,0,160,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,177000
+409,60,RL,109,14154,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,350,Gd,TA,PConc,Ex,Gd,No,Unf,0,Unf,0,1063,1063,GasA,Ex,Y,SBrkr,1071,1101,0,2172,0,0,2,1,3,1,Gd,9,Typ,1,Gd,Attchd,2006,RFn,3,947,TA,TA,Y,192,62,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial,280000
+410,60,FV,85,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,100,Gd,TA,PConc,Ex,TA,No,GLQ,789,Unf,0,245,1034,GasA,Ex,Y,SBrkr,1050,1028,0,2078,1,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2008,Fin,3,836,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,4,2008,New,Partial,339750
+411,20,RL,68,9571,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,3,1958,1958,Gable,CompShg,BrkComm,Brk Cmn,None,0,TA,Fa,CBlock,TA,Fa,No,Unf,0,Unf,0,1276,1276,GasA,TA,Y,FuseA,1276,0,0,1276,0,0,1,0,3,1,TA,5,Mod,0,NA,Attchd,1958,Unf,1,350,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,COD,Abnorml,60000
+412,190,RL,100,34650,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Gilbert,Norm,Norm,2fmCon,1Story,5,5,1955,1955,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Mn,Rec,1056,Unf,0,0,1056,GasA,TA,N,SBrkr,1056,0,0,1056,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1955,Fin,2,572,TA,TA,Y,264,0,0,0,0,0,NA,NA,NA,0,1,2006,WD,Normal,145000
+413,20,FV,NA,4403,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2009,2009,Gable,CompShg,MetalSd,MetalSd,Stone,432,Ex,TA,PConc,Ex,TA,Av,GLQ,578,Unf,0,892,1470,GasA,Ex,Y,SBrkr,1478,0,0,1478,1,0,2,1,2,1,Gd,7,Typ,1,Gd,Attchd,2009,Fin,2,484,TA,TA,Y,0,144,0,0,0,0,NA,NA,NA,0,6,2010,New,Partial,222000
+414,30,RM,56,8960,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,5,6,1927,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1008,1008,GasA,Gd,Y,FuseA,1028,0,0,1028,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1927,Unf,2,360,TA,TA,Y,0,0,130,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,115000
+415,60,RL,59,11228,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1993,1993,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,BLQ,50,GLQ,531,499,1080,GasA,Ex,Y,SBrkr,1080,1017,0,2097,0,1,2,1,3,1,Gd,9,Typ,1,TA,Attchd,1993,Unf,3,678,TA,TA,Y,196,187,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,228000
+416,20,RL,73,8899,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,24,Unf,0,1316,1340,GasA,Ex,Y,SBrkr,1340,0,0,1340,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,Fin,2,396,TA,TA,Y,100,30,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial,181134
+417,60,RL,74,7844,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,2Story,6,7,1978,1978,Hip,CompShg,HdBoard,HdBoard,BrkFace,203,TA,TA,CBlock,TA,TA,No,ALQ,209,Unf,0,463,672,GasA,TA,Y,SBrkr,672,728,0,1400,0,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1978,Fin,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,149500
+418,70,RL,86,22420,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Feedr,Norm,1Fam,2Story,6,6,1918,1950,Hip,CompShg,Wd Sdng,Stucco,None,0,TA,TA,BrkTil,Gd,TA,No,BLQ,1128,Unf,0,242,1370,GasW,TA,N,FuseA,1370,1254,0,2624,1,0,2,1,4,1,TA,10,Typ,1,Gd,Detchd,1918,Unf,3,864,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,239000
+419,50,RL,60,8160,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,6,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,312,Unf,0,444,756,GasA,Fa,N,FuseF,756,378,0,1134,1,0,1,1,3,1,TA,7,Typ,0,NA,Detchd,1940,Unf,1,240,TA,TA,P,0,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,AdjLand,126000
+420,20,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1968,1968,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,775,Unf,0,281,1056,GasA,Ex,Y,SBrkr,1056,0,0,1056,1,0,1,0,3,1,TA,6,Typ,1,Fa,Attchd,1968,Unf,1,304,TA,TA,Y,0,85,184,0,0,0,NA,NA,NA,0,7,2010,WD,Normal,142000
+421,90,RM,78,7060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,SFoyer,7,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,200,TA,Gd,PConc,Gd,Gd,Gd,GLQ,1309,Unf,0,35,1344,GasA,Ex,Y,SBrkr,1344,0,0,1344,2,0,2,0,2,2,TA,8,Typ,0,NA,Attchd,1997,Fin,4,784,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Alloca,206300
+422,20,RL,NA,16635,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,7,1977,2000,Gable,CompShg,CemntBd,CmentBd,Stone,126,Gd,TA,CBlock,Gd,TA,No,ALQ,1246,Unf,0,356,1602,GasA,Gd,Y,SBrkr,1602,0,0,1602,0,1,2,0,3,1,Gd,8,Typ,1,TA,Attchd,1977,Fin,2,529,TA,TA,Y,240,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,215000
+423,20,RL,100,21750,Pave,NA,Reg,HLS,AllPub,Inside,Mod,Mitchel,Artery,Norm,1Fam,1Story,5,5,1954,1954,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,988,988,GasA,Ex,Y,FuseA,988,0,0,988,0,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1954,RFn,2,520,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,113000
+424,60,RL,80,9200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,473,Gd,TA,PConc,Gd,TA,No,GLQ,986,Unf,0,484,1470,GasA,Gd,Y,SBrkr,1470,1160,0,2630,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1998,Fin,3,696,TA,TA,Y,0,66,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,315000
+425,20,RL,72,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1956,1956,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,74,TA,TA,CBlock,Gd,TA,No,LwQ,616,Unf,0,580,1196,GasA,Gd,Y,FuseA,1196,0,0,1196,1,0,1,0,2,1,TA,6,Typ,1,Gd,Attchd,1956,RFn,1,297,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,139000
+426,60,RM,60,3378,Pave,Grvl,Reg,HLS,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,8,1946,1992,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,651,651,GasA,Gd,Y,SBrkr,707,682,0,1389,0,0,1,1,3,1,TA,6,Typ,2,Gd,Detchd,1947,Unf,1,240,TA,TA,P,0,0,126,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,135000
+427,80,RL,NA,12800,Pave,NA,Reg,Low,AllPub,Inside,Mod,SawyerW,Norm,Norm,1Fam,SLvl,7,5,1989,1989,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,145,Gd,TA,PConc,Gd,TA,Gd,GLQ,1518,Unf,0,0,1518,GasA,Gd,Y,SBrkr,1644,0,0,1644,1,1,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1989,Fin,2,569,TA,TA,Y,80,0,0,0,396,0,NA,NA,NA,0,8,2009,WD,Normal,275000
+428,20,RL,77,8593,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1957,1957,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,288,Unf,0,619,907,GasA,Ex,Y,SBrkr,907,0,0,907,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1964,Unf,1,352,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,109008
+429,20,RL,64,6762,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,108,Gd,TA,PConc,Gd,TA,No,GLQ,664,Unf,0,544,1208,GasA,Ex,Y,SBrkr,1208,0,0,1208,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2007,RFn,2,628,TA,TA,Y,105,54,0,0,0,0,NA,NA,NA,0,9,2007,New,Partial,195400
+430,20,RL,130,11457,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,6,5,1988,1988,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Mn,GLQ,1005,Unf,0,387,1392,GasA,TA,Y,SBrkr,1412,0,0,1412,1,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,1988,Unf,2,576,TA,TA,Y,0,0,169,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,175000
+431,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1971,1971,Gable,CompShg,HdBoard,HdBoard,BrkFace,232,TA,TA,CBlock,TA,TA,No,ALQ,387,Unf,0,96,483,GasA,TA,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,TA,4,Typ,0,NA,Detchd,1971,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,COD,Abnorml,85400
+432,50,RM,60,5586,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,OldTown,Feedr,Norm,1Fam,1.5Fin,6,7,1920,1998,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,901,901,GasA,Gd,Y,SBrkr,1088,110,0,1198,0,0,1,0,4,1,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,98,0,0,0,0,NA,MnPrv,NA,0,9,2008,ConLD,Abnorml,79900
+433,160,RM,24,1920,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,TwnhsE,2Story,5,5,1971,1971,Gable,CompShg,HdBoard,HdBoard,BrkFace,376,TA,TA,CBlock,TA,TA,No,ALQ,471,Unf,0,294,765,GasA,Ex,Y,SBrkr,765,600,0,1365,1,0,1,1,2,1,TA,6,Min1,0,NA,Detchd,1971,Unf,2,440,TA,TA,Y,240,36,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,122500
+434,60,RL,100,10839,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,926,926,GasA,Ex,Y,SBrkr,926,678,0,1604,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1997,Fin,2,470,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,181000
+435,180,RM,21,1890,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SFoyer,4,7,1972,1972,Gable,CompShg,CemntBd,CmentBd,None,0,TA,Gd,CBlock,Gd,TA,Av,ALQ,495,Unf,0,135,630,GasA,Gd,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,TA,3,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,88,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,81000
+436,60,RL,43,10667,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,PosN,Norm,1Fam,2Story,7,6,1996,1996,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,385,ALQ,344,70,799,GasA,Ex,Y,SBrkr,827,834,0,1661,1,0,2,1,3,1,Gd,6,Typ,1,TA,Attchd,1996,RFn,2,550,TA,TA,Y,158,61,0,0,0,0,NA,NA,NA,0,4,2009,ConLw,Normal,212000
+437,50,RM,40,4400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,6,8,1920,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,648,648,GasA,TA,Y,FuseA,734,384,0,1118,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1990,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,116000
+438,45,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Unf,6,7,1926,2004,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,PConc,TA,TA,No,Unf,0,Unf,0,884,884,GasA,Gd,Y,SBrkr,904,0,0,904,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1926,Unf,1,180,TA,TA,Y,0,0,105,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,119000
+439,30,RL,40,4280,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,5,6,1913,2002,Gable,CompShg,WdShing,Stucco,None,0,TA,TA,PConc,TA,TA,No,LwQ,365,Unf,0,75,440,GasA,TA,N,SBrkr,694,0,0,694,0,0,1,0,2,1,Gd,4,Typ,1,Gd,Detchd,1990,Unf,1,352,Gd,TA,P,0,0,34,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Normal,90350
+440,50,RL,67,12354,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,8,1920,2000,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,Fa,Mn,Unf,0,Unf,0,684,684,GasA,Gd,Y,SBrkr,684,512,0,1196,0,0,1,0,3,1,Gd,7,Typ,0,NA,Detchd,2005,Unf,2,528,TA,TA,Y,0,46,0,0,0,0,NA,GdPrv,Shed,800,8,2009,ConLI,Normal,110000
+441,20,RL,105,15431,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,10,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,Stone,200,Ex,TA,PConc,Ex,TA,Gd,GLQ,1767,ALQ,539,788,3094,GasA,Ex,Y,SBrkr,2402,0,0,2402,1,0,2,0,2,1,Ex,10,Typ,2,Gd,Attchd,2008,Fin,3,672,TA,TA,Y,0,72,0,0,170,0,NA,NA,NA,0,4,2009,WD,Normal,555000
+442,90,RL,92,12108,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,4,4,1955,1955,Gable,CompShg,VinylSd,VinylSd,BrkFace,270,TA,TA,CBlock,TA,TA,No,ALQ,133,Unf,0,1307,1440,GasA,TA,N,FuseF,1440,0,0,1440,0,0,2,0,4,2,Fa,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,118000
+443,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,7,1930,1992,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,1078,1078,GasA,TA,Y,SBrkr,1128,445,0,1573,0,0,2,0,3,1,TA,8,Typ,1,Gd,Detchd,1930,Unf,2,360,TA,TA,P,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,162900
+444,120,RL,53,3922,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2006,2007,Gable,CompShg,WdShing,Wd Shng,BrkFace,72,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1258,1258,GasA,Ex,Y,SBrkr,1258,0,0,1258,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2007,Fin,3,648,TA,TA,Y,144,16,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial,172500
+445,60,RL,70,8750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1994,1995,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,Gd,TA,No,GLQ,642,Unf,0,273,915,GasA,Ex,Y,SBrkr,933,975,0,1908,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1994,Unf,2,493,TA,TA,Y,144,133,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,210000
+446,20,RL,73,9855,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,5,1956,1956,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1436,1436,GasA,Fa,Y,SBrkr,1689,0,0,1689,0,0,1,0,3,1,TA,7,Typ,1,Gd,Attchd,1956,Unf,2,480,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,11,2009,COD,Normal,127500
+447,20,RL,137,16492,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,PosA,Norm,1Fam,1Story,6,6,1966,2002,Gable,CompShg,BrkFace,Plywood,None,0,Gd,TA,CBlock,TA,TA,No,ALQ,247,Rec,713,557,1517,GasA,Ex,Y,SBrkr,1888,0,0,1888,0,0,2,1,2,1,Gd,6,Mod,1,Gd,Attchd,1966,Fin,2,578,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,190000
+448,60,RL,NA,11214,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1998,1999,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,930,930,GasA,Gd,Y,SBrkr,956,930,0,1886,0,0,2,1,4,1,Gd,10,Typ,1,TA,Attchd,1998,Fin,2,431,TA,TA,Y,89,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,199900
+449,50,RM,50,8600,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,6,1937,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,780,780,GasA,TA,Y,SBrkr,780,596,0,1376,0,0,2,0,3,1,TA,7,Typ,1,Gd,Detchd,1937,Unf,1,198,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,119500
+450,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,3,7,1948,2002,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,331,Unf,0,318,649,GasA,Ex,Y,SBrkr,679,504,0,1183,0,0,1,1,2,1,TA,6,Typ,0,NA,Detchd,1981,Unf,1,308,TA,TA,Y,0,176,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,120000
+451,30,RM,70,5684,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,6,8,1930,2005,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,813,813,GasA,Ex,Y,FuseA,813,0,0,813,0,0,1,0,2,1,Gd,5,Typ,0,NA,Detchd,1932,Unf,1,270,Fa,Fa,N,0,113,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,110000
+452,20,RL,62,70761,Pave,NA,IR1,Low,AllPub,Inside,Mod,ClearCr,Norm,Norm,1Fam,1Story,7,5,1975,1975,Gable,WdShngl,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,ALQ,655,Unf,0,878,1533,GasA,TA,Y,SBrkr,1533,0,0,1533,1,0,2,0,2,1,Gd,5,Typ,2,TA,Attchd,1975,Unf,2,576,TA,TA,Y,200,54,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal,280000
+453,60,RL,NA,9303,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,6,5,1996,1997,Hip,CompShg,VinylSd,VinylSd,BrkFace,42,Gd,TA,PConc,Ex,TA,No,ALQ,742,Unf,0,130,872,GasA,Ex,Y,SBrkr,888,868,0,1756,1,0,2,1,3,1,TA,7,Typ,0,NA,Attchd,1996,Fin,2,422,TA,TA,Y,144,122,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,204000
+454,60,FV,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,768,768,GasA,Ex,Y,SBrkr,786,804,0,1590,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2008,RFn,2,676,TA,TA,Y,0,30,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,210000
+455,90,RL,63,9297,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,1Story,5,5,1976,1976,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,1606,Unf,0,122,1728,GasA,TA,Y,SBrkr,1728,0,0,1728,2,0,2,0,4,2,TA,8,Typ,0,NA,Detchd,1976,Unf,2,560,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Family,188000
+456,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,6,1973,1973,Hip,CompShg,HdBoard,HdBoard,BrkFace,320,TA,TA,CBlock,TA,TA,No,ALQ,916,Unf,0,326,1242,GasA,Fa,Y,SBrkr,1242,0,0,1242,0,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1973,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal,175500
+457,70,RM,34,4571,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,5,1916,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,624,624,GasA,Fa,N,SBrkr,624,720,0,1344,0,0,1,0,4,1,TA,7,Typ,0,NA,Detchd,1916,Unf,3,513,Fa,Fa,Y,0,0,96,0,0,0,NA,NA,NA,0,5,2008,COD,Abnorml,98000
+458,20,RL,NA,53227,Pave,NA,IR1,Low,AllPub,CulDSac,Mod,ClearCr,Norm,Norm,1Fam,1Story,4,6,1954,1994,Flat,Tar&Grv,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,BLQ,1116,Unf,0,248,1364,GasA,Ex,Y,SBrkr,1663,0,0,1663,1,0,1,0,2,1,Gd,6,Min1,2,Gd,Attchd,1954,Fin,2,529,TA,TA,Y,224,137,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,256000
+459,70,RM,NA,5100,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,8,7,1925,1996,Hip,CompShg,Stucco,Wd Shng,None,0,TA,Gd,PConc,TA,TA,No,Unf,0,Unf,0,588,588,GasA,Fa,Y,SBrkr,833,833,0,1666,0,0,1,0,3,1,Gd,7,Typ,1,Gd,Detchd,1925,Unf,1,228,TA,TA,Y,192,63,0,0,0,0,NA,MnPrv,NA,0,6,2008,WD,Normal,161000
+460,50,RL,NA,7015,Pave,NA,IR1,Bnk,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,4,1950,1950,Gable,CompShg,MetalSd,MetalSd,BrkCmn,161,TA,TA,CBlock,TA,TA,No,LwQ,185,Unf,0,524,709,GasA,TA,Y,SBrkr,979,224,0,1203,1,0,1,0,3,1,Gd,5,Typ,1,TA,Detchd,1950,Unf,1,352,TA,TA,Y,0,0,248,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,110000
+461,60,FV,75,8004,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,RRAn,Norm,1Fam,2Story,8,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,Stone,110,Gd,TA,PConc,Gd,TA,No,GLQ,544,Unf,0,288,832,GasA,Ex,Y,SBrkr,832,1103,0,1935,1,0,2,1,3,1,TA,8,Typ,0,NA,BuiltIn,2009,Fin,2,552,TA,TA,Y,0,150,0,0,0,0,NA,NA,NA,0,12,2009,New,Partial,263435
+462,70,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Feedr,Norm,1Fam,2Story,7,9,1936,2007,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,PConc,Gd,Gd,No,ALQ,350,BLQ,210,0,560,GasA,Ex,Y,SBrkr,575,560,0,1135,1,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1971,RFn,2,576,TA,TA,Y,256,0,0,0,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal,155000
+463,20,RL,60,8281,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1965,1965,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,553,BLQ,311,0,864,GasA,Gd,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,1,Po,Detchd,1965,Unf,1,360,TA,TA,Y,0,0,236,0,0,0,NA,GdWo,NA,0,12,2009,WD,Normal,62383
+464,70,RL,74,11988,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2Story,6,7,1934,1995,Hip,CompShg,Stucco,Stucco,None,0,TA,TA,CBlock,TA,TA,No,LwQ,326,Unf,0,389,715,GasA,Fa,Y,FuseA,849,811,0,1660,0,0,1,1,3,1,TA,6,Typ,1,Gd,Detchd,1939,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,188700
+465,20,RL,60,8430,Pave,NA,Reg,HLS,AllPub,Inside,Mod,CollgCr,Norm,Norm,1Fam,1Story,5,5,1978,1978,Gable,CompShg,HdBoard,HdBoard,BrkFace,136,TA,TA,CBlock,Gd,TA,No,Rec,616,Unf,0,424,1040,GasA,TA,Y,SBrkr,1040,0,0,1040,0,0,2,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,124000
+466,120,RM,NA,3072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2004,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,18,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1375,1375,GasA,Ex,Y,SBrkr,1414,0,0,1414,0,0,2,0,2,1,Gd,6,Typ,1,TA,Attchd,2004,Fin,2,398,TA,TA,Y,144,20,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,178740
+467,20,RL,85,10628,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,7,5,1970,1970,Flat,Tar&Grv,Plywood,Plywood,None,0,TA,Gd,CBlock,TA,Gd,Gd,GLQ,778,Unf,0,499,1277,GasA,TA,Y,SBrkr,1277,0,0,1277,1,0,1,0,2,1,TA,5,Typ,1,Po,Attchd,1970,Unf,2,526,TA,TA,Y,0,0,0,0,176,0,NA,GdWo,NA,0,4,2007,WD,Normal,167000
+468,70,RL,79,9480,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,2Story,5,7,1942,1995,Gable,CompShg,MetalSd,MetalSd,Stone,224,TA,TA,CBlock,TA,TA,No,LwQ,386,Unf,0,342,728,GasA,Ex,Y,SBrkr,888,756,0,1644,0,0,1,1,3,1,Gd,7,Typ,2,Gd,Attchd,1942,Unf,1,312,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,146500
+469,20,RL,98,11428,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,248,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1626,1626,GasA,Ex,Y,SBrkr,1634,0,0,1634,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,866,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,250000
+470,60,RL,76,9291,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,SawyerW,RRNe,Norm,1Fam,2Story,6,5,1993,1993,Gable,CompShg,HdBoard,HdBoard,BrkFace,120,Gd,TA,PConc,Gd,TA,No,GLQ,426,Unf,0,406,832,GasA,Ex,Y,SBrkr,832,878,0,1710,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1993,RFn,2,506,TA,TA,Y,144,70,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,187000
+471,120,RL,NA,6820,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1985,1985,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,368,BLQ,1120,0,1488,GasA,TA,Y,SBrkr,1502,0,0,1502,1,0,1,1,1,1,Gd,4,Typ,0,NA,Attchd,1985,RFn,2,528,TA,TA,Y,0,54,0,0,140,0,NA,NA,NA,0,6,2010,WD,Normal,212000
+472,60,RL,92,11952,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,PosA,Norm,1Fam,2Story,7,6,1977,1977,Mansard,WdShake,WdShing,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,808,808,GasA,TA,Y,SBrkr,1161,808,0,1969,0,0,2,1,3,1,TA,8,Typ,1,Gd,Attchd,1977,RFn,2,534,TA,TA,Y,0,0,0,0,276,0,NA,NA,NA,0,11,2007,WD,Normal,190000
+473,180,RM,35,3675,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,TwnhsE,SLvl,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,80,TA,TA,PConc,Gd,TA,Gd,GLQ,459,Unf,0,88,547,GasA,Ex,Y,SBrkr,1072,0,0,1072,1,0,1,0,2,1,TA,5,Typ,0,NA,Basment,2005,RFn,2,525,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,148000
+474,20,RL,110,14977,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,304,Gd,TA,PConc,Ex,TA,Gd,GLQ,1350,Unf,0,626,1976,GasA,Ex,Y,SBrkr,1976,0,0,1976,1,0,2,0,2,1,Gd,7,Typ,1,Ex,Attchd,2006,RFn,3,908,TA,TA,Y,250,63,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial,440000
+475,120,RL,41,5330,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,2000,2000,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,1196,Unf,0,298,1494,GasA,Ex,Y,SBrkr,1652,0,0,1652,1,0,2,0,2,1,Ex,6,Typ,0,NA,Attchd,2000,RFn,2,499,TA,TA,Y,96,48,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,251000
+476,20,RL,80,8480,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1963,1963,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,GLQ,630,Unf,0,340,970,GasA,TA,Y,SBrkr,970,0,0,970,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1996,Unf,2,624,TA,TA,Y,0,24,0,0,192,0,NA,NA,NA,0,7,2007,WD,Normal,132500
+477,20,RL,75,13125,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,CollgCr,Norm,Norm,1Fam,1Story,6,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,215,TA,TA,PConc,Gd,TA,Gd,GLQ,994,Unf,0,484,1478,GasA,Ex,Y,SBrkr,1493,0,0,1493,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1997,Fin,2,508,TA,TA,Y,140,39,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,208900
+478,60,RL,105,13693,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,772,Ex,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,2153,2153,GasA,Ex,Y,SBrkr,2069,574,0,2643,0,0,2,1,3,1,Ex,9,Typ,1,Gd,BuiltIn,2006,Fin,3,694,TA,TA,Y,414,84,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,380000
+479,20,RL,79,10637,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2007,2008,Hip,CompShg,VinylSd,VinylSd,Stone,336,Gd,TA,PConc,Ex,TA,Gd,GLQ,1288,Unf,0,417,1705,GasA,Ex,Y,SBrkr,1718,0,0,1718,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,RFn,3,826,TA,TA,Y,208,44,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,297000
+480,30,RM,50,5925,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,7,1937,2000,Hip,CompShg,Stucco,Stucco,BrkCmn,435,TA,TA,BrkTil,Fa,TA,No,Rec,168,Unf,0,739,907,GasA,TA,Y,SBrkr,1131,0,0,1131,0,0,1,0,2,1,TA,7,Typ,0,NA,Detchd,1995,Unf,2,672,TA,TA,Y,0,72,0,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Alloca,89471
+481,20,RL,98,16033,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,BrkFace,378,Gd,TA,PConc,Ex,TA,Gd,GLQ,1261,Unf,0,572,1833,GasA,Ex,Y,SBrkr,1850,0,0,1850,1,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2004,Fin,3,772,TA,TA,Y,519,112,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,326000
+482,20,RL,72,11846,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2003,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,562,Gd,TA,PConc,Ex,TA,Gd,GLQ,1567,Unf,0,225,1792,GasA,Ex,Y,SBrkr,1792,0,0,1792,1,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2003,Fin,3,874,TA,TA,Y,206,49,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,374000
+483,70,RM,50,2500,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,8,1915,2005,Gable,CompShg,Stucco,Stucco,None,0,Gd,TA,PConc,TA,TA,No,ALQ,299,Unf,0,611,910,GasA,Ex,Y,SBrkr,916,910,0,1826,1,0,1,1,4,1,Ex,7,Min2,1,Gd,Attchd,1915,Unf,1,164,Fa,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,155000
+484,120,RM,32,4500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Mitchel,Norm,Norm,Twnhs,1Story,6,5,1998,1998,Hip,CompShg,VinylSd,VinylSd,BrkFace,116,TA,TA,PConc,Ex,TA,No,GLQ,897,Unf,0,319,1216,GasA,Ex,Y,SBrkr,1216,0,0,1216,1,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1998,Unf,2,402,TA,TA,Y,0,125,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,164000
+485,20,RL,NA,7758,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1962,2001,Gable,CompShg,HdBoard,Plywood,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,588,Unf,0,411,999,GasA,Gd,Y,SBrkr,999,0,0,999,1,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1963,Unf,1,264,TA,TA,Y,0,132,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,132500
+486,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1950,2007,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,CBlock,TA,TA,No,ALQ,607,Unf,0,506,1113,GasA,Gd,Y,SBrkr,1113,0,0,1113,0,0,1,0,3,1,Gd,5,Typ,1,Gd,Attchd,1950,Unf,1,264,TA,TA,Y,0,80,120,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,147000
+487,20,RL,79,10289,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1965,1965,Hip,CompShg,MetalSd,MetalSd,BrkFace,168,TA,TA,CBlock,TA,TA,No,ALQ,836,Unf,0,237,1073,GasA,TA,Y,SBrkr,1073,0,0,1073,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1965,RFn,2,515,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,156000
+488,20,RL,70,12243,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,5,6,1971,1971,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Av,ALQ,998,Unf,0,486,1484,GasA,Gd,Y,SBrkr,1484,0,0,1484,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1971,Unf,2,487,TA,TA,Y,224,0,0,0,180,0,NA,NA,NA,0,2,2007,WD,Normal,175000
+489,190,RL,60,10800,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,2fmCon,1.5Fin,5,4,1900,1970,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,CBlock,TA,Fa,No,BLQ,664,Unf,0,290,954,GasA,TA,N,FuseA,1766,648,0,2414,0,0,2,0,3,2,TA,10,Mod,1,Gd,Attchd,1970,Unf,2,520,TA,Fa,N,142,0,0,0,0,0,NA,NA,NA,0,5,2006,ConLD,Normal,160000
+490,180,RM,21,1526,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SFoyer,4,8,1970,2002,Gable,CompShg,CemntBd,CmentBd,None,0,TA,Gd,CBlock,Gd,TA,Av,GLQ,515,Unf,0,115,630,GasA,TA,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,Gd,3,Typ,0,NA,Attchd,1970,Unf,1,286,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,86000
+491,160,RM,NA,2665,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,5,6,1976,1976,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,264,264,GasA,TA,Y,SBrkr,616,688,0,1304,0,0,1,1,3,1,TA,4,Typ,1,Gd,BuiltIn,1976,Fin,1,336,TA,TA,Y,141,24,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,115000
+492,50,RL,79,9490,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,6,7,1941,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,403,Rec,165,238,806,GasA,TA,Y,FuseA,958,620,0,1578,1,0,1,0,3,1,Fa,5,Typ,2,TA,Attchd,1941,Unf,1,240,TA,TA,Y,0,0,32,0,0,0,NA,MnPrv,NA,0,8,2006,WD,Normal,133000
+493,60,RL,105,15578,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,728,728,GasA,Gd,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,TA,8,Typ,0,NA,Attchd,2006,RFn,2,429,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,New,Partial,172785
+494,20,RL,70,7931,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1960,1960,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,374,LwQ,532,363,1269,GasA,TA,Y,FuseA,1269,0,0,1269,0,0,1,1,3,1,TA,6,Typ,1,Fa,Detchd,1964,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,155000
+495,30,RM,50,5784,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,5,8,1938,1996,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,190,190,GasA,Gd,Y,FuseA,886,0,0,886,0,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1938,Unf,1,273,TA,TA,Y,144,20,80,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,91300
+496,30,C (all),60,7879,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,5,1920,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,495,Unf,0,225,720,GasA,TA,N,FuseA,720,0,0,720,0,0,1,0,2,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,523,115,0,0,0,NA,GdWo,NA,0,11,2009,WD,Abnorml,34900
+497,20,RL,NA,12692,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,1Story,8,5,1992,1993,Hip,CompShg,BrkFace,BrkFace,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1231,Unf,0,1969,3200,GasA,Ex,Y,SBrkr,3228,0,0,3228,1,0,3,0,4,1,Gd,10,Typ,1,Gd,Attchd,1992,RFn,2,546,TA,TA,Y,264,75,291,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,430000
+498,50,RL,60,9120,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,7,6,1925,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,PConc,TA,TA,No,Rec,329,Unf,0,697,1026,GasA,Ex,Y,SBrkr,1133,687,0,1820,1,0,2,0,4,1,TA,8,Typ,0,NA,Detchd,1925,Unf,1,240,TA,TA,N,0,100,0,0,0,0,NA,GdPrv,NA,0,6,2008,WD,Normal,184000
+499,20,RL,65,7800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1967,2004,Hip,CompShg,HdBoard,HdBoard,BrkFace,89,TA,TA,PConc,TA,TA,No,ALQ,450,Unf,0,414,864,GasA,Ex,Y,SBrkr,899,0,0,899,0,0,1,0,3,1,Gd,5,Typ,0,NA,Attchd,1967,Fin,1,288,TA,TA,Y,64,0,0,0,0,0,NA,MnPrv,NA,0,6,2009,WD,Normal,130000
+500,20,RL,70,7535,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1958,1985,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,111,LwQ,279,522,912,GasA,Fa,Y,SBrkr,912,0,0,912,0,1,1,0,2,1,TA,5,Typ,0,NA,Attchd,1958,Fin,1,297,TA,TA,Y,12,285,0,0,0,0,NA,MnWw,Shed,480,6,2007,WD,Normal,120000
+501,160,RM,21,1890,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1973,1973,Gable,CompShg,HdBoard,HdBoard,BrkFace,285,TA,TA,CBlock,TA,TA,No,BLQ,356,Unf,0,316,672,GasA,TA,Y,SBrkr,672,546,0,1218,0,0,1,1,3,1,TA,7,Typ,0,NA,Detchd,1973,Unf,1,264,TA,TA,Y,144,28,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,113000
+502,60,FV,75,9803,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,400,Unf,0,466,866,GasA,Gd,Y,SBrkr,866,902,0,1768,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,2,603,TA,TA,Y,0,108,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,226700
+503,20,RL,70,9170,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Feedr,Norm,1Fam,1Story,5,7,1965,1965,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,698,GLQ,96,420,1214,GasA,Ex,Y,SBrkr,1214,0,0,1214,1,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1965,Unf,2,461,Fa,Fa,Y,0,0,184,0,0,0,NA,GdPrv,Shed,400,4,2007,WD,Normal,140000
+504,20,RL,100,15602,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,7,8,1959,1997,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,ALQ,1247,Unf,0,254,1501,GasA,TA,Y,SBrkr,1801,0,0,1801,1,0,2,0,1,1,TA,6,Typ,2,TA,Attchd,1959,Fin,2,484,TA,TA,Y,0,54,0,0,161,0,NA,GdWo,NA,0,3,2010,WD,Normal,289000
+505,160,RL,24,2308,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,2Story,6,5,1974,1974,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,TA,TA,No,ALQ,257,Rec,495,103,855,GasA,TA,Y,SBrkr,855,467,0,1322,0,1,2,1,3,1,TA,6,Typ,1,Fa,Attchd,1974,Unf,2,440,TA,TA,Y,260,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,147000
+506,90,RM,60,7596,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,Duplex,2Story,5,5,1952,1952,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,360,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,960,960,GasA,Gd,Y,SBrkr,960,1000,0,1960,0,0,2,0,4,2,TA,10,Typ,0,NA,Detchd,1952,Unf,2,400,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,7,2009,COD,Normal,124500
+507,60,RL,80,9554,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,8,5,1993,1994,Gable,CompShg,VinylSd,VinylSd,BrkFace,125,Gd,TA,PConc,Gd,TA,No,GLQ,380,Unf,0,397,777,GasA,Ex,Y,SBrkr,1065,846,0,1911,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1993,RFn,2,471,TA,TA,Y,182,81,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal,215000
+508,20,FV,75,7862,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,6,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,27,Unf,0,1191,1218,GasA,Ex,Y,SBrkr,1218,0,0,1218,0,0,2,0,2,1,Gd,4,Typ,0,NA,Attchd,2009,Fin,2,676,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,9,2009,New,Partial,208300
+509,70,RM,60,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,9,1928,2005,Gambrel,CompShg,MetalSd,MetalSd,None,0,TA,Ex,BrkTil,TA,TA,No,Rec,141,Unf,0,548,689,GasA,Ex,Y,SBrkr,689,689,0,1378,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Detchd,1928,Unf,2,360,TA,TA,N,0,0,116,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,161000
+510,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1959,1959,Gable,CompShg,MetalSd,MetalSd,BrkFace,132,TA,TA,CBlock,TA,TA,No,ALQ,991,Unf,0,50,1041,GasA,Ex,Y,SBrkr,1041,0,0,1041,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,1,270,TA,TA,Y,224,88,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal,124500
+511,20,RL,75,14559,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1951,2000,Hip,CompShg,Wd Sdng,Wd Sdng,BrkCmn,70,Gd,TA,CBlock,TA,TA,No,BLQ,650,Rec,180,178,1008,GasA,Ex,Y,SBrkr,1363,0,0,1363,1,0,1,0,2,1,TA,6,Min1,2,TA,CarPort,1951,Unf,1,288,TA,TA,Y,324,42,0,0,168,0,NA,NA,Shed,2000,6,2009,WD,Normal,164900
+512,120,RL,40,6792,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,94,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1368,1368,GasA,Ex,Y,SBrkr,1368,0,0,1368,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,2,474,TA,TA,Y,132,35,0,0,0,0,NA,NA,NA,0,3,2006,New,Partial,202665
+513,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,5,1958,1958,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,521,LwQ,174,169,864,GasA,TA,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1964,Unf,2,624,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,129900
+514,20,RL,71,9187,Pave,NA,Reg,Bnk,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,1Story,6,5,1983,1983,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,TA,TA,No,ALQ,336,Unf,0,748,1084,GasA,TA,Y,SBrkr,1080,0,0,1080,0,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1983,Unf,2,484,TA,TA,Y,120,0,158,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,134000
+515,45,RL,55,10594,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Unf,5,5,1926,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,768,768,Grav,Fa,N,SBrkr,789,0,0,789,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1926,Unf,1,200,Po,Po,Y,0,0,112,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,96500
+516,20,RL,94,12220,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,10,5,2009,2009,Hip,CompShg,CemntBd,CmentBd,BrkFace,305,Ex,TA,CBlock,Ex,TA,No,GLQ,1436,Unf,0,570,2006,GasA,Ex,Y,SBrkr,2020,0,0,2020,1,0,2,1,3,1,Ex,9,Typ,1,Gd,Attchd,2009,Fin,3,900,TA,TA,Y,156,54,0,0,0,0,NA,NA,NA,0,9,2009,New,Partial,402861
+517,80,RL,NA,10448,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,6,6,1972,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,333,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,689,689,GasA,TA,Y,SBrkr,1378,741,0,2119,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1972,RFn,2,583,TA,TA,Y,0,104,0,0,0,0,NA,GdPrv,NA,0,8,2009,COD,Abnorml,158000
+518,60,RL,79,10208,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,VinylSd,VinylSd,BrkFace,921,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1264,1264,GasA,Ex,Y,SBrkr,1277,1067,0,2344,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1996,RFn,3,889,TA,TA,Y,220,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,265000
+519,60,RL,NA,9531,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,706,Unf,0,88,794,GasA,Ex,Y,SBrkr,882,914,0,1796,1,0,2,1,3,1,TA,7,Typ,0,NA,Attchd,1998,RFn,2,546,TA,TA,Y,0,36,0,0,0,0,NA,MnPrv,NA,0,5,2007,WD,Normal,211000
+520,70,RL,53,10918,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,9,1926,2004,Gambrel,CompShg,MetalSd,MetalSd,None,0,Gd,TA,BrkTil,Gd,TA,No,Unf,0,Unf,0,1276,1276,GasA,Ex,Y,SBrkr,1276,804,0,2080,0,0,1,1,3,1,Gd,9,Typ,2,Gd,Detchd,1926,Unf,1,282,TA,TA,Y,0,0,0,0,145,0,NA,MnPrv,NA,0,6,2009,WD,Normal,234000
+521,190,RL,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,4,7,1900,2000,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,FuseA,694,600,0,1294,0,0,2,0,3,2,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,220,114,210,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,106250
+522,20,RL,90,11988,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,6,1957,1957,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,777,Unf,0,467,1244,GasA,Ex,Y,FuseA,1244,0,0,1244,0,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1957,Unf,1,336,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,150000
+523,50,RM,50,5000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Feedr,Norm,1Fam,1.5Fin,6,7,1947,1950,Gable,CompShg,CemntBd,CmentBd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,399,Unf,0,605,1004,GasA,Ex,Y,SBrkr,1004,660,0,1664,0,0,2,0,3,1,TA,7,Typ,2,Gd,Detchd,1950,Unf,2,420,TA,TA,Y,0,24,36,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,159000
+524,60,RL,130,40094,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,Edwards,PosN,PosN,1Fam,2Story,10,5,2007,2008,Hip,CompShg,CemntBd,CmentBd,Stone,762,Ex,TA,PConc,Ex,TA,Gd,GLQ,2260,Unf,0,878,3138,GasA,Ex,Y,SBrkr,3138,1538,0,4676,1,0,3,1,3,1,Ex,11,Typ,1,Gd,BuiltIn,2007,Fin,3,884,TA,TA,Y,208,406,0,0,0,0,NA,NA,NA,0,10,2007,New,Partial,184750
+525,60,RL,95,11787,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,VinylSd,VinylSd,BrkFace,594,Gd,TA,PConc,Gd,TA,No,GLQ,719,Unf,0,660,1379,GasA,Ex,Y,SBrkr,1383,1015,0,2398,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1996,Fin,3,834,TA,TA,Y,239,60,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,315750
+526,20,FV,62,7500,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1257,1257,GasA,Ex,Y,SBrkr,1266,0,0,1266,0,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2005,Unf,2,453,TA,TA,Y,38,144,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,176000
+527,20,RL,70,13300,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1956,2000,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Gd,TA,No,Rec,377,Unf,0,551,928,GasA,TA,Y,SBrkr,928,0,0,928,0,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1956,Unf,1,252,TA,TA,Y,261,0,156,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,132000
+528,60,RL,67,14948,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,Stone,268,Ex,TA,PConc,Ex,TA,Av,GLQ,1330,Unf,0,122,1452,GasA,Ex,Y,SBrkr,1476,1237,0,2713,1,0,2,1,3,1,Ex,11,Typ,1,Gd,Attchd,2008,Fin,3,858,TA,TA,Y,126,66,0,0,0,0,NA,NA,NA,0,11,2008,New,Partial,446261
+529,30,RL,58,9098,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,7,1920,2002,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,Mn,ALQ,348,Unf,0,180,528,GasA,Ex,Y,SBrkr,605,0,0,605,1,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,144,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,86000
+530,20,RL,NA,32668,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,3,1957,1975,Hip,CompShg,Wd Sdng,Stone,NA,NA,Gd,TA,PConc,TA,TA,No,Rec,1219,Unf,0,816,2035,GasA,TA,Y,SBrkr,2515,0,0,2515,1,0,3,0,4,2,TA,9,Maj1,2,TA,Attchd,1975,RFn,2,484,TA,TA,Y,0,0,200,0,0,0,NA,NA,NA,0,3,2007,WD,Alloca,200624
+531,80,RL,85,10200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,SLvl,6,5,1988,1989,Gable,CompShg,HdBoard,HdBoard,BrkFace,219,Gd,TA,CBlock,Gd,TA,Av,GLQ,783,Unf,0,678,1461,GasA,Ex,Y,SBrkr,1509,0,0,1509,1,0,2,0,3,1,Gd,5,Typ,1,Fa,Attchd,1988,RFn,2,600,TA,TA,Y,224,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Abnorml,175000
+532,70,RM,60,6155,Pave,NA,IR1,Lvl,AllPub,FR3,Gtl,BrkSide,RRNn,Feedr,1Fam,2Story,6,8,1920,1999,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,Fa,Mn,Unf,0,Unf,0,611,611,GasA,Ex,Y,SBrkr,751,611,0,1362,0,0,2,0,3,1,TA,6,Typ,0,NA,Detchd,1920,Fin,2,502,TA,Fa,Y,0,0,84,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,128000
+533,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1955,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,827,0,0,827,0,0,1,0,2,1,TA,5,Mod,1,Po,Detchd,1967,Unf,1,392,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,107500
+534,20,RL,50,5000,Pave,NA,Reg,Low,AllPub,Inside,Mod,BrkSide,Norm,Norm,1Fam,1Story,1,3,1946,1950,Gable,CompShg,VinylSd,VinylSd,None,0,Fa,Fa,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Fa,N,FuseF,334,0,0,334,0,0,1,0,1,1,Fa,2,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal,39300
+535,60,RL,74,9056,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,8,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,Gd,Av,Unf,0,Unf,0,707,707,GasA,Ex,Y,SBrkr,707,707,0,1414,0,0,2,1,3,1,Gd,6,Typ,1,Gd,Attchd,2004,Fin,2,403,TA,TA,Y,100,35,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,178000
+536,190,RL,70,7000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,2fmCon,2Story,5,7,1910,1991,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,969,Unf,0,148,1117,GasA,TA,Y,SBrkr,820,527,0,1347,1,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,85,0,148,0,0,0,NA,NA,NA,0,1,2008,WD,Normal,107500
+537,60,RL,57,8924,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1998,1999,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,880,880,GasA,Ex,Y,SBrkr,880,844,0,1724,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,1998,Fin,2,527,TA,TA,Y,120,155,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,188000
+538,20,RL,NA,12735,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1972,1972,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,600,Unf,0,264,864,GasA,TA,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1980,Unf,2,576,TA,TA,Y,216,0,0,0,0,0,NA,MnWw,NA,0,4,2008,COD,Normal,111250
+539,20,RL,NA,11553,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1968,1968,Hip,CompShg,Plywood,Plywood,BrkFace,188,TA,TA,CBlock,TA,TA,No,BLQ,673,Unf,0,378,1051,GasA,TA,Y,SBrkr,1159,0,0,1159,0,0,1,1,3,1,TA,7,Typ,1,Fa,Attchd,1968,Unf,1,336,TA,TA,Y,466,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,158000
+540,20,RL,NA,11423,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,479,Gd,TA,PConc,Gd,TA,Av,GLQ,1358,Unf,0,223,1581,GasA,Ex,Y,SBrkr,1601,0,0,1601,1,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2001,RFn,2,670,TA,TA,Y,180,0,0,0,0,0,NA,MnPrv,Shed,2000,5,2010,WD,Normal,272000
+541,20,RL,85,14601,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,9,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,584,Ex,TA,PConc,Ex,TA,Av,GLQ,1260,Unf,0,578,1838,GasA,Ex,Y,SBrkr,1838,0,0,1838,1,0,2,0,2,1,Ex,8,Typ,1,Gd,Attchd,2006,Fin,3,765,TA,TA,Y,270,68,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,315000
+542,60,RL,NA,11000,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,72,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,969,969,GasA,Ex,Y,SBrkr,997,1288,0,2285,0,0,2,1,4,1,Gd,8,Typ,1,TA,BuiltIn,2000,Fin,3,648,TA,TA,Y,0,56,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,248000
+543,20,RL,78,10140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,1Story,7,5,1998,1999,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,LwQ,144,GLQ,1127,379,1650,GasA,Ex,Y,SBrkr,1680,0,0,1680,1,0,2,0,3,1,Gd,7,Maj1,1,TA,Attchd,1998,Fin,2,583,TA,TA,Y,78,73,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,213250
+544,120,RH,34,4058,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,TwnhsE,SFoyer,7,5,1998,1998,Gable,CompShg,MetalSd,MetalSd,BrkFace,182,TA,TA,PConc,Gd,TA,Av,GLQ,584,LwQ,139,0,723,GasA,Ex,Y,SBrkr,767,0,0,767,1,0,1,0,1,1,TA,4,Typ,0,NA,Attchd,1998,Fin,1,367,TA,TA,Y,120,40,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,133000
+545,60,RL,58,17104,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,Av,GLQ,554,Unf,0,100,654,GasA,Ex,Y,SBrkr,664,832,0,1496,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,2,426,TA,TA,Y,100,24,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial,179665
+546,50,RL,NA,13837,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1.5Fin,7,5,1988,1988,Gable,CompShg,HdBoard,HdBoard,BrkFace,178,Gd,Gd,PConc,Gd,Gd,No,GLQ,1002,LwQ,202,0,1204,GasA,Gd,Y,SBrkr,1377,806,0,2183,0,0,2,1,4,1,Gd,9,Typ,0,NA,Attchd,1988,Unf,3,786,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal,229000
+547,50,RL,70,8737,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,7,1923,1950,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,No,Rec,300,Unf,0,765,1065,GasA,Ex,Y,FuseA,915,720,0,1635,0,0,1,1,3,1,TA,6,Typ,1,Gd,Detchd,1950,Unf,2,440,TA,TA,Y,0,38,0,144,0,0,NA,NA,NA,0,5,2007,WD,Normal,210000
+548,85,RL,54,7244,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,5,7,1970,1970,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,Gd,TA,Av,ALQ,619,Unf,0,149,768,GasA,Ex,Y,SBrkr,768,0,0,768,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1987,Unf,2,624,TA,TA,Y,104,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,129500
+549,20,RM,49,8235,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,OldTown,Feedr,RRNn,1Fam,1Story,5,7,1955,1995,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,LwQ,180,Rec,645,0,825,GasA,TA,Y,SBrkr,825,0,0,825,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1963,RFn,2,720,TA,TA,Y,140,50,0,0,0,0,NA,MnPrv,NA,0,6,2008,WD,Normal,125000
+550,60,FV,75,9375,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,912,912,GasA,Ex,Y,SBrkr,912,1182,0,2094,0,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2003,Fin,2,615,TA,TA,Y,182,182,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,263000
+551,120,RL,53,4043,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,1Story,6,6,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,559,Unf,0,510,1069,GasA,TA,Y,SBrkr,1069,0,0,1069,0,0,2,0,2,1,TA,4,Typ,0,NA,Attchd,1977,RFn,2,440,TA,TA,Y,0,55,0,0,200,0,NA,NA,NA,0,10,2008,COD,Abnorml,140000
+552,20,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1957,1957,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Rec,308,Unf,0,620,928,GasA,Gd,Y,FuseA,928,0,0,928,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1957,Fin,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,112500
+553,20,RL,87,11146,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,250,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1709,1709,GasA,Ex,Y,SBrkr,1717,0,0,1717,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,908,TA,TA,Y,169,39,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,255500
+554,20,RL,67,8777,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Feedr,Norm,1Fam,1Story,4,5,1949,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,1126,0,0,1126,0,0,2,0,2,1,Gd,5,Typ,0,NA,Detchd,2002,Fin,2,520,TA,TA,N,0,96,0,0,0,0,NA,MnPrv,NA,0,5,2009,WD,Normal,108000
+555,60,RL,85,10625,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,292,Gd,TA,PConc,Gd,TA,No,GLQ,866,Unf,0,132,998,GasA,Ex,Y,SBrkr,1006,1040,0,2046,1,0,2,1,3,1,Gd,8,Typ,1,Gd,BuiltIn,2003,RFn,3,871,TA,TA,Y,320,62,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,284000
+556,45,RM,58,6380,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Unf,5,6,1922,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,993,993,GasA,TA,Y,FuseA,1048,0,0,1048,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1922,Unf,1,280,TA,TA,Y,0,0,116,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,113000
+557,20,RL,69,14850,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1957,1957,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,895,Unf,0,197,1092,GasA,TA,Y,FuseA,1092,0,0,1092,1,0,1,0,2,1,TA,6,Typ,1,TA,Attchd,1957,Fin,1,299,TA,TA,Y,268,0,0,0,122,0,NA,MnWw,NA,0,5,2006,WD,Normal,141000
+558,50,C (all),60,11040,Pave,NA,Reg,Low,AllPub,Inside,Mod,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,6,1920,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,637,Unf,0,0,637,GasA,Gd,Y,SBrkr,897,439,0,1336,0,0,1,1,3,1,TA,7,Typ,0,NA,CarPort,1994,Unf,1,570,TA,TA,Y,0,47,120,0,0,0,NA,NA,NA,0,9,2006,COD,Normal,108000
+559,60,RL,57,21872,Pave,NA,IR2,HLS,AllPub,FR2,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,Gd,GLQ,604,Unf,0,125,729,GasA,Ex,Y,SBrkr,729,717,0,1446,0,1,2,1,3,1,TA,6,Typ,1,TA,Attchd,1996,Unf,2,406,TA,TA,Y,264,22,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,175000
+560,120,RL,NA,3196,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,18,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,1374,1374,GasA,Ex,Y,SBrkr,1557,0,0,1557,0,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,2003,Fin,2,420,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,234000
+561,20,RL,NA,11341,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1957,1996,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,180,TA,TA,CBlock,Gd,TA,No,ALQ,1302,Unf,0,90,1392,GasA,TA,Y,SBrkr,1392,0,0,1392,1,0,1,1,3,1,TA,5,Mod,1,Gd,Detchd,1957,Unf,2,528,TA,TA,Y,0,0,0,0,95,0,NA,NA,NA,0,5,2010,WD,Normal,121500
+562,20,RL,77,10010,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,5,5,1974,1975,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Av,ALQ,1071,LwQ,123,195,1389,GasA,Gd,Y,SBrkr,1389,0,0,1389,1,0,1,0,2,1,TA,6,Typ,1,TA,Attchd,1975,RFn,2,418,TA,TA,Y,240,38,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,170000
+563,30,RL,63,13907,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1940,1969,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,290,Unf,0,706,996,GasA,Ex,Y,SBrkr,996,0,0,996,1,0,1,0,3,1,TA,6,Typ,1,Gd,NA,NA,NA,0,0,NA,NA,Y,144,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,108000
+564,50,RL,66,21780,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,7,1918,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,Mn,Unf,0,Unf,0,1163,1163,GasA,Ex,Y,SBrkr,1163,511,0,1674,0,0,2,0,4,1,TA,8,Typ,1,Gd,Detchd,1955,Fin,2,396,TA,TA,N,72,36,0,0,144,0,NA,NA,NA,0,7,2008,WD,Normal,185000
+565,60,RL,NA,13346,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1992,2000,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,728,Unf,0,367,1095,GasA,Ex,Y,SBrkr,1166,1129,0,2295,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1992,RFn,2,590,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,268000
+566,70,RL,66,6858,Pave,NA,Reg,Bnk,AllPub,Corner,Gtl,SWISU,Norm,Norm,1Fam,2Story,6,4,1915,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,806,806,GasA,TA,N,FuseF,841,806,0,1647,1,0,1,1,4,1,Fa,6,Typ,0,NA,Detchd,1920,Unf,1,216,TA,TA,Y,0,66,136,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,128000
+567,60,RL,77,11198,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,2Story,9,5,2005,2007,Hip,CompShg,VinylSd,VinylSd,BrkFace,245,Gd,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,1122,1122,GasA,Ex,Y,SBrkr,1134,1370,0,2504,0,0,2,1,4,1,Ex,11,Typ,1,Gd,BuiltIn,2005,Fin,3,656,TA,TA,Y,144,39,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,325000
+568,20,RL,70,10171,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,168,Gd,TA,PConc,Gd,TA,No,GLQ,2,Unf,0,1515,1517,GasA,Ex,Y,SBrkr,1535,0,0,1535,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2004,RFn,2,532,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,214000
+569,50,RL,79,12327,Pave,NA,IR1,Low,AllPub,Inside,Mod,SawyerW,Norm,Norm,1Fam,1.5Fin,8,8,1983,2009,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,CBlock,Gd,TA,Gd,GLQ,1441,Unf,0,55,1496,GasA,Ex,Y,SBrkr,1496,636,0,2132,1,0,1,1,1,1,Gd,5,Min2,1,Gd,BuiltIn,1983,Fin,2,612,Gd,TA,Y,349,40,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,316600
+570,90,RL,NA,7032,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,Duplex,SFoyer,5,5,1979,1979,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,943,Unf,0,0,943,GasA,TA,Y,SBrkr,943,0,0,943,1,0,1,0,2,1,TA,4,Typ,2,TA,Detchd,1979,Unf,2,600,TA,TA,Y,42,0,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal,135960
+571,90,RL,74,13101,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1965,1965,Gable,CompShg,HdBoard,HdBoard,BrkFace,108,TA,TA,CBlock,TA,TA,No,LwQ,231,Unf,0,1497,1728,GasA,TA,Y,SBrkr,1728,0,0,1728,0,0,2,0,6,2,TA,10,Typ,0,NA,Detchd,1987,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,142600
+572,20,RL,60,7332,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1959,1959,Gable,CompShg,WdShing,Wd Shng,BrkFace,207,TA,TA,CBlock,TA,TA,No,BLQ,414,Unf,0,450,864,GasA,Ex,Y,SBrkr,864,0,0,864,1,0,1,0,2,1,Gd,4,Typ,0,NA,Attchd,1959,Unf,1,288,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Abnorml,120000
+573,60,RL,83,13159,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,7,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,846,846,GasA,Gd,Y,SBrkr,846,846,0,1692,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2009,RFn,2,650,TA,TA,Y,208,114,0,0,0,0,NA,NA,NA,0,7,2009,New,Partial,224500
+574,80,RL,76,9967,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Ex,Y,SBrkr,774,656,0,1430,0,0,2,1,3,1,TA,8,Typ,1,TA,BuiltIn,2000,RFn,2,400,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,170000
+575,80,RL,70,10500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,7,1971,2005,Gambrel,CompShg,MetalSd,AsphShn,BrkFace,82,TA,TA,CBlock,TA,TA,Av,ALQ,349,Unf,0,23,372,GasA,TA,Y,SBrkr,576,533,0,1109,0,1,1,0,3,1,TA,5,Typ,0,NA,BuiltIn,1971,Unf,1,288,TA,TA,Y,35,0,0,0,0,0,NA,GdWo,NA,0,12,2007,WD,Normal,139000
+576,50,RL,80,8480,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,5,5,1947,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,442,Unf,0,390,832,GasA,TA,Y,SBrkr,832,384,0,1216,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1947,Unf,1,336,TA,TA,Y,158,0,102,0,0,0,NA,NA,NA,0,10,2008,COD,Abnorml,118500
+577,50,RL,52,6292,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,7,7,1928,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,861,861,GasA,Gd,Y,SBrkr,877,600,0,1477,0,1,2,0,3,1,TA,6,Typ,1,Gd,Detchd,1928,Unf,1,216,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,145000
+578,80,RL,96,11777,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,5,6,1966,1966,Gable,CompShg,VinylSd,VinylSd,BrkFace,97,TA,TA,CBlock,TA,TA,Av,LwQ,328,ALQ,551,285,1164,GasA,Ex,Y,SBrkr,1320,0,0,1320,1,0,1,0,3,1,TA,6,Typ,2,Fa,Attchd,1966,RFn,2,564,TA,TA,Y,160,68,240,0,0,0,NA,NA,NA,0,5,2006,WD,Abnorml,164500
+579,160,FV,34,3604,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,689,689,GasA,Ex,Y,SBrkr,703,689,0,1392,0,0,2,0,2,1,Gd,5,Typ,0,NA,Detchd,2007,Unf,2,540,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,2,2008,WD,Abnorml,146000
+580,50,RM,81,12150,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,5,1954,1954,Gable,CompShg,MetalSd,MetalSd,BrkFace,335,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1050,1050,GasA,Ex,N,FuseF,1050,745,0,1795,0,0,2,0,4,1,TA,7,Typ,0,NA,Attchd,1954,Unf,1,352,Fa,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,131500
+581,20,RL,NA,14585,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1960,1987,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,85,TA,TA,CBlock,TA,TA,No,BLQ,594,Rec,219,331,1144,GasA,Ex,Y,SBrkr,1429,0,0,1429,0,1,1,0,3,1,Gd,7,Typ,2,Gd,Attchd,1960,Unf,2,572,TA,TA,Y,216,110,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,181900
+582,20,RL,98,12704,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2008,2009,Hip,CompShg,VinylSd,VinylSd,BrkFace,306,Ex,TA,PConc,Ex,TA,No,Unf,0,Unf,0,2042,2042,GasA,Ex,Y,SBrkr,2042,0,0,2042,0,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2009,RFn,3,1390,TA,TA,Y,0,90,0,0,0,0,NA,NA,NA,0,8,2009,New,Partial,253293
+583,90,RL,81,11841,Grvl,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,SFoyer,6,5,1990,1990,Gable,CompShg,HdBoard,HdBoard,BrkFace,104,TA,Gd,CBlock,Gd,TA,Av,GLQ,816,Unf,0,0,816,GasA,TA,Y,SBrkr,816,0,0,816,1,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,32,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,118500
+584,75,RM,75,13500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,PosA,1Fam,2.5Unf,10,9,1893,2000,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Ex,Ex,BrkTil,TA,TA,No,Unf,0,Unf,0,1237,1237,GasA,Gd,Y,SBrkr,1521,1254,0,2775,0,0,3,1,3,1,Gd,9,Typ,1,Gd,Detchd,1988,Unf,2,880,Gd,TA,Y,105,502,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,325000
+585,50,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,4,7,1935,1995,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,884,884,GasA,Ex,Y,SBrkr,989,584,0,1573,0,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1935,Unf,1,240,TA,TA,Y,0,0,54,0,120,0,NA,NA,NA,0,7,2009,WD,Normal,133000
+586,20,RL,88,11443,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,208,Gd,TA,PConc,Ex,TA,Gd,GLQ,1460,Unf,0,408,1868,GasA,Ex,Y,SBrkr,2028,0,0,2028,1,0,2,0,2,1,Gd,7,Typ,2,Gd,Attchd,2005,RFn,3,880,TA,TA,Y,326,66,0,0,0,0,NA,NA,NA,0,3,2006,New,Partial,369900
+587,30,RL,55,10267,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Norm,1Fam,1Story,6,7,1918,2000,Gable,CompShg,Stucco,Wd Shng,None,0,TA,Gd,BrkTil,TA,Gd,Mn,Rec,210,ALQ,606,0,816,GasA,Ex,Y,SBrkr,838,0,0,838,1,0,1,0,2,1,Fa,5,Typ,0,NA,Detchd,1961,Fin,1,275,TA,TA,N,0,0,112,0,0,0,NA,MnWw,NA,0,5,2008,WD,Normal,130000
+588,85,RL,74,8740,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SFoyer,5,6,1982,1982,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,672,Unf,0,168,840,GasA,TA,Y,SBrkr,860,0,0,860,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1996,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,137000
+589,20,RL,65,25095,Pave,NA,IR1,Low,AllPub,Inside,Sev,ClearCr,Norm,Norm,1Fam,1Story,5,8,1968,2003,Flat,Tar&Grv,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Gd,GLQ,1324,Unf,0,113,1437,GasA,Ex,Y,SBrkr,1473,0,0,1473,2,0,1,0,1,1,Ex,5,Typ,2,Gd,Attchd,1968,Unf,1,452,TA,TA,Y,0,48,0,0,60,0,NA,NA,NA,0,6,2009,WD,Partial,143000
+590,40,RM,50,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Feedr,1Fam,1Story,5,6,1930,1960,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,742,742,GasA,TA,Y,FuseA,779,0,156,935,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1988,Unf,1,308,TA,TA,P,0,0,0,0,0,0,NA,NA,Shed,600,8,2008,WD,Normal,79500
+591,60,RL,64,8320,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,490,Unf,0,280,770,GasA,Ex,Y,SBrkr,770,812,0,1582,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2004,RFn,2,520,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,185900
+592,60,RL,97,13478,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,2Story,10,5,2008,2008,Gable,CompShg,CemntBd,CmentBd,Stone,420,Ex,TA,PConc,Ex,TA,Gd,GLQ,1338,Unf,0,384,1722,GasA,Ex,Y,SBrkr,1728,568,0,2296,1,0,2,1,3,1,Ex,10,Typ,1,Gd,BuiltIn,2008,RFn,3,842,TA,TA,Y,382,274,0,0,0,0,NA,NA,NA,0,6,2009,ConLI,Normal,451950
+593,20,RL,60,6600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,8,1982,2003,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,PConc,TA,Gd,No,GLQ,816,Unf,0,0,816,GasA,Ex,Y,SBrkr,816,0,0,816,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1985,Fin,2,816,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,138000
+594,120,RM,NA,4435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,170,Gd,TA,PConc,Gd,TA,Av,GLQ,685,Unf,0,163,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,4,Typ,0,NA,Attchd,2003,Fin,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,140000
+595,20,RL,88,7990,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1975,1975,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,924,924,GasA,TA,Y,SBrkr,924,0,0,924,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1981,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,4,2008,WD,Normal,110000
+596,20,RL,69,11302,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,1Story,8,5,2005,2006,Gable,CompShg,VinylSd,Other,BrkFace,238,Gd,TA,PConc,Gd,TA,Gd,GLQ,1422,Unf,0,392,1814,GasA,Ex,Y,SBrkr,1826,0,0,1826,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,2005,Fin,3,758,TA,TA,Y,180,75,0,0,120,0,NA,NA,NA,0,8,2006,New,Partial,319000
+597,70,RM,60,3600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,7,1910,1993,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,684,684,GasA,Ex,N,FuseA,684,684,0,1368,0,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,1930,Unf,1,216,TA,Fa,N,0,158,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,114504
+598,120,RL,53,3922,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,72,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1258,1258,GasA,Ex,Y,SBrkr,1402,0,0,1402,0,2,0,2,2,1,Gd,7,Typ,1,Gd,Attchd,2006,Fin,3,648,TA,TA,Y,120,16,0,0,0,0,NA,NA,NA,0,2,2007,New,Partial,194201
+599,20,RL,80,12984,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,5,6,1977,1977,Gable,CompShg,Plywood,Plywood,BrkFace,459,TA,TA,CBlock,Gd,TA,Mn,ALQ,1283,LwQ,147,0,1430,GasA,Ex,Y,SBrkr,1647,0,0,1647,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1977,Fin,2,621,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,217500
+600,160,RM,24,1950,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blueste,Norm,Norm,Twnhs,2Story,6,6,1980,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,Gd,TA,No,LwQ,81,GLQ,612,23,716,GasA,TA,Y,SBrkr,716,840,0,1556,1,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1980,Fin,2,452,TA,TA,Y,161,0,0,0,0,0,NA,GdPrv,NA,0,7,2008,COD,Normal,151000
+601,60,RL,74,10927,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,280,Gd,TA,PConc,Gd,TA,Av,GLQ,546,Unf,0,512,1058,GasA,Ex,Y,SBrkr,1058,846,0,1904,1,0,2,1,3,1,Ex,8,Typ,1,Gd,BuiltIn,2003,Fin,2,736,TA,TA,Y,179,60,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,275000
+602,50,RM,50,9000,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,6,1937,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,PConc,TA,TA,No,Unf,0,Unf,0,780,780,GasA,TA,Y,SBrkr,780,595,0,1375,0,0,1,1,3,1,Gd,6,Typ,1,Gd,Detchd,1979,Unf,1,544,TA,TA,P,0,162,0,0,126,0,NA,NA,NA,0,12,2007,WD,Normal,141000
+603,60,RL,80,10041,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,8,5,1992,1992,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,789,Unf,0,119,908,GasA,Ex,Y,SBrkr,927,988,0,1915,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1992,Fin,2,506,TA,TA,Y,120,150,0,0,0,0,NA,NA,NA,0,2,2006,WD,Abnorml,220000
+604,160,FV,30,3182,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2004,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,600,600,GasA,Ex,Y,SBrkr,600,600,0,1200,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2004,RFn,2,480,TA,TA,Y,0,172,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,151000
+605,20,RL,88,12803,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,99,Gd,TA,PConc,Gd,TA,Mn,GLQ,922,Unf,0,572,1494,GasA,Ex,Y,SBrkr,1494,0,0,1494,1,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2002,RFn,2,530,TA,TA,Y,192,36,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,221000
+606,60,RL,85,13600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,7,6,1965,1990,Gable,CompShg,HdBoard,HdBoard,BrkFace,176,TA,TA,CBlock,TA,TA,No,BLQ,454,Unf,0,314,768,GasA,TA,Y,SBrkr,1186,800,0,1986,0,0,2,1,3,1,TA,7,Typ,3,Fa,Attchd,1965,Unf,2,486,TA,TA,Y,0,42,0,0,189,0,NA,NA,NA,0,10,2009,WD,Normal,205000
+607,20,RL,82,12464,Pave,NA,IR2,Low,AllPub,Corner,Mod,CollgCr,Norm,Norm,1Fam,1Story,5,5,1996,1996,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,TA,No,GLQ,732,Unf,0,308,1040,GasA,Gd,Y,SBrkr,1040,0,0,1040,1,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,2000,Unf,2,576,TA,TA,Y,168,0,0,0,0,0,NA,GdPrv,NA,0,11,2009,WD,Normal,152000
+608,20,RL,78,7800,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,2Story,5,8,1948,2002,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,Gd,No,GLQ,603,Unf,0,293,896,GasA,Ex,Y,SBrkr,1112,896,0,2008,1,0,3,0,3,1,Ex,8,Typ,0,NA,Attchd,1948,Unf,1,230,TA,TA,Y,103,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,225000
+609,70,RL,78,12168,Pave,NA,Reg,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2Story,8,6,1934,1998,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,PConc,Gd,TA,Mn,BLQ,428,Unf,0,537,965,GasA,TA,Y,SBrkr,1940,1254,0,3194,0,0,2,1,4,1,TA,10,Typ,2,Gd,Basment,1934,Unf,2,380,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2007,WD,Alloca,359100
+610,20,RL,61,7943,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,4,5,1961,1961,Gable,CompShg,VinylSd,VinylSd,BrkCmn,192,TA,Fa,CBlock,TA,TA,Mn,Rec,903,Unf,0,126,1029,GasA,Gd,Y,SBrkr,1029,0,0,1029,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1961,Unf,1,261,TA,TA,Y,64,0,39,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,118500
+611,60,RL,NA,11050,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,PosN,Norm,1Fam,2Story,9,5,2000,2000,Hip,CompShg,VinylSd,VinylSd,BrkFace,204,Gd,TA,PConc,Ex,TA,Mn,GLQ,904,Unf,0,536,1440,GasA,Ex,Y,SBrkr,1476,677,0,2153,1,0,2,1,3,1,Ex,8,Typ,2,Ex,Attchd,2000,Fin,3,736,TA,TA,Y,253,142,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,313000
+612,80,RL,NA,10395,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,6,6,1978,1978,Gable,CompShg,HdBoard,HdBoard,BrkFace,233,TA,TA,CBlock,Gd,TA,Av,ALQ,605,Unf,0,427,1032,GasA,TA,Y,SBrkr,1032,0,0,1032,0,1,2,0,3,1,TA,6,Typ,1,TA,Attchd,1978,Unf,2,564,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,Shed,500,7,2007,WD,Normal,148000
+613,60,RL,NA,11885,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,108,Gd,TA,PConc,Gd,TA,Av,GLQ,990,Unf,0,309,1299,GasA,Ex,Y,SBrkr,1299,573,0,1872,1,0,2,1,3,1,Ex,7,Typ,1,TA,BuiltIn,2001,RFn,2,531,TA,TA,Y,160,122,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,261500
+614,20,RL,70,8402,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Feedr,Norm,1Fam,1Story,5,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,ALQ,206,Unf,0,914,1120,GasA,Ex,Y,SBrkr,1120,0,0,1120,0,0,1,0,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,30,0,0,0,0,NA,NA,NA,0,12,2007,New,Partial,147000
+615,180,RM,21,1491,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,SFoyer,4,6,1972,1972,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Av,LwQ,150,GLQ,480,0,630,GasA,Ex,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,TA,3,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,96,24,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,75500
+616,85,RL,80,8800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,SFoyer,6,7,1963,1963,Gable,CompShg,MetalSd,MetalSd,BrkFace,156,TA,Gd,PConc,TA,TA,Gd,GLQ,763,Unf,0,173,936,GasA,Ex,Y,SBrkr,1054,0,0,1054,1,0,1,0,3,1,Gd,6,Typ,0,NA,Attchd,1963,RFn,2,480,TA,TA,Y,120,0,0,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Abnorml,137500
+617,60,RL,NA,7861,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2002,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,457,Unf,0,326,783,GasA,Ex,Y,SBrkr,807,702,0,1509,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2002,Fin,2,393,TA,TA,Y,100,75,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,183200
+618,45,RL,59,7227,Pave,NA,Reg,HLS,AllPub,Corner,Mod,NAmes,Artery,Norm,1Fam,1.5Unf,6,6,1954,1954,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,832,832,GasA,Gd,Y,SBrkr,832,0,0,832,0,0,1,0,2,1,Gd,4,Typ,0,NA,Detchd,1962,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,105500
+619,20,RL,90,11694,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2007,2007,Hip,CompShg,CemntBd,CmentBd,BrkFace,452,Ex,TA,PConc,Ex,TA,Av,GLQ,48,Unf,0,1774,1822,GasA,Ex,Y,SBrkr,1828,0,0,1828,0,0,2,0,3,1,Gd,9,Typ,1,Gd,Attchd,2007,Unf,3,774,TA,TA,Y,0,108,0,0,260,0,NA,NA,NA,0,7,2007,New,Partial,314813
+620,60,RL,85,12244,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,2Story,8,5,2003,2003,Hip,CompShg,VinylSd,VinylSd,Stone,226,Gd,TA,PConc,Gd,TA,Gd,GLQ,871,Unf,0,611,1482,GasA,Ex,Y,SBrkr,1482,780,0,2262,1,0,2,1,4,1,Gd,10,Typ,2,Gd,Attchd,2003,Fin,3,749,TA,TA,Y,168,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,305000
+621,30,RL,45,8248,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,3,3,1914,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,41,Unf,0,823,864,GasA,TA,N,FuseF,864,0,0,864,1,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,100,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,67000
+622,60,RL,90,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,7,1974,1997,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,956,Rec,182,384,1522,GasA,TA,Y,SBrkr,1548,1066,0,2614,0,0,2,1,4,1,TA,9,Typ,1,TA,Attchd,1974,RFn,2,624,TA,TA,Y,38,243,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,240000
+623,20,RL,71,7064,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1977,1977,Gable,CompShg,Plywood,Plywood,BrkFace,153,TA,TA,CBlock,TA,TA,No,BLQ,560,Unf,0,420,980,GasA,TA,Y,SBrkr,980,0,0,980,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1986,Unf,2,484,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,135000
+624,160,FV,NA,2117,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,2000,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,513,Gd,TA,PConc,Gd,TA,No,GLQ,420,Unf,0,336,756,GasA,Ex,Y,SBrkr,756,756,0,1512,0,0,2,1,2,1,Gd,4,Typ,1,TA,Detchd,2000,Unf,2,440,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,168500
+625,60,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,5,1972,1972,Gable,CompShg,VinylSd,VinylSd,None,288,TA,TA,CBlock,TA,TA,No,Rec,247,Unf,0,485,732,GasA,Gd,Y,SBrkr,1012,778,0,1790,1,0,1,2,4,1,TA,8,Min2,1,TA,Attchd,1972,RFn,2,484,TA,TA,Y,148,0,0,0,147,0,NA,NA,NA,0,11,2006,WD,Normal,165150
+626,20,RL,87,10000,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1962,1962,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,261,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1116,1116,GasA,TA,Y,SBrkr,1116,0,0,1116,0,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1962,Unf,2,440,TA,TA,Y,0,0,0,0,385,0,NA,NA,NA,0,2,2010,WD,Normal,160000
+627,20,RL,NA,12342,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1960,1978,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,978,978,GasA,TA,Y,SBrkr,1422,0,0,1422,0,0,1,0,3,1,TA,6,Min1,1,TA,Attchd,1960,RFn,1,286,TA,TA,Y,0,0,36,0,0,0,NA,GdWo,Shed,600,8,2007,WD,Normal,139900
+628,80,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,6,1955,1972,Gable,CompShg,AsbShng,AsbShng,BrkFace,164,TA,TA,CBlock,TA,TA,Av,BLQ,674,LwQ,132,350,1156,GasA,Ex,Y,SBrkr,1520,0,0,1520,1,0,1,0,3,1,TA,7,Typ,2,Gd,Basment,1955,RFn,1,364,TA,TA,Y,0,0,189,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,153000
+629,60,RL,70,11606,Pave,NA,IR1,HLS,AllPub,Inside,Sev,NAmes,Norm,Norm,1Fam,2Story,5,5,1969,1969,Gable,CompShg,Plywood,Plywood,BrkFace,192,TA,TA,PConc,Gd,TA,Av,Rec,650,Unf,0,390,1040,GasA,TA,Y,SBrkr,1040,1040,0,2080,0,1,1,2,5,1,Fa,9,Typ,2,TA,Attchd,1969,Unf,2,504,TA,TA,Y,335,0,0,0,0,0,NA,NA,NA,0,9,2007,WD,Family,135000
+630,80,RL,82,9020,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,SLvl,6,5,1964,1964,Gable,WdShngl,Plywood,Wd Sdng,BrkFace,259,TA,TA,CBlock,TA,TA,Gd,GLQ,624,Rec,336,288,1248,GasA,TA,Y,SBrkr,1350,0,0,1350,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1964,RFn,2,520,TA,TA,Y,176,0,0,0,0,0,NA,GdPrv,NA,0,6,2008,WD,Normal,168500
+631,70,RM,50,9000,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,2Story,5,6,1880,1991,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,Fa,Fa,No,Unf,0,Unf,0,636,636,GasA,TA,Y,FuseA,1089,661,0,1750,0,0,1,0,3,1,Ex,8,Typ,0,NA,Detchd,1937,Unf,1,240,Fa,Po,N,0,0,293,0,0,0,NA,MnPrv,NA,0,6,2006,WD,Abnorml,124000
+632,120,RL,34,4590,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,108,Gd,TA,PConc,Gd,Gd,Mn,GLQ,24,Unf,0,1530,1554,GasA,Ex,Y,SBrkr,1554,0,0,1554,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,627,TA,TA,Y,156,73,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,209500
+633,20,RL,85,11900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,5,1977,1977,Hip,CompShg,Plywood,Plywood,BrkFace,209,TA,Gd,CBlock,TA,TA,No,ALQ,822,Unf,0,564,1386,GasA,TA,Y,SBrkr,1411,0,0,1411,0,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1977,Fin,2,544,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Family,82500
+634,20,RL,80,9250,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1954,2005,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,480,LwQ,468,108,1056,GasA,TA,Y,SBrkr,1056,0,0,1056,0,1,1,0,3,1,TA,6,Typ,0,NA,Attchd,1954,Unf,1,260,TA,TA,Y,390,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,139400
+635,90,RL,64,6979,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,Duplex,SFoyer,6,5,1980,1980,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,GLQ,1056,Unf,0,0,1056,GasA,Gd,Y,SBrkr,1056,0,0,1056,2,0,0,0,0,2,TA,4,Typ,0,NA,Detchd,1980,Unf,2,576,TA,TA,Y,264,56,0,0,0,0,NA,GdPrv,Shed,600,6,2010,WD,Normal,144000
+636,190,RH,60,10896,Pave,Pave,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Feedr,Norm,2fmCon,2.5Fin,6,7,1914,1995,Hip,CompShg,VinylSd,VinylSd,None,0,Fa,TA,CBlock,TA,Fa,No,LwQ,256,Unf,0,1184,1440,GasA,Ex,Y,FuseA,1440,1440,515,3395,0,0,2,0,8,2,Fa,14,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,110,0,0,0,0,NA,NA,NA,0,3,2007,WD,Abnorml,200000
+637,30,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,2,3,1936,1950,Gable,CompShg,AsbShng,AsbShng,None,0,Fa,Fa,BrkTil,TA,Fa,No,Unf,0,Unf,0,264,264,Grav,Fa,N,FuseA,800,0,0,800,0,0,1,0,1,1,Fa,4,Maj1,1,Po,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,1,2009,ConLw,Normal,60000
+638,190,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,1.5Fin,5,4,1954,1954,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,811,811,GasA,TA,Y,FuseA,811,576,0,1387,0,0,2,0,3,2,Gd,7,Typ,0,NA,BuiltIn,1954,Unf,1,256,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,93000
+639,30,RL,67,8777,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Feedr,Norm,1Fam,1Story,5,7,1910,1950,Gable,CompShg,MetalSd,Wd Sdng,None,0,TA,TA,CBlock,Fa,TA,No,Unf,0,Unf,0,796,796,GasA,Gd,Y,FuseA,796,0,0,796,0,0,1,0,2,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,P,328,0,164,0,0,0,NA,MnPrv,NA,0,5,2008,WD,Normal,85000
+640,120,RL,53,3982,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,Av,GLQ,1154,Unf,0,366,1520,GasA,Ex,Y,SBrkr,1567,0,0,1567,1,0,2,0,1,1,Ex,7,Typ,1,Gd,Attchd,2006,Fin,3,648,TA,TA,Y,312,0,0,0,0,0,NA,NA,NA,0,10,2006,New,Partial,264561
+641,120,RL,62,12677,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,8,5,2003,2004,Hip,CompShg,MetalSd,MetalSd,BrkFace,472,Ex,TA,PConc,Ex,TA,Gd,GLQ,1218,Unf,0,300,1518,GasA,Ex,Y,SBrkr,1518,0,0,1518,0,0,1,1,1,1,Ex,6,Typ,1,Gd,Attchd,2003,RFn,2,588,TA,TA,Y,185,140,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,274000
+642,60,FV,NA,7050,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,738,Unf,0,319,1057,GasA,Ex,Y,SBrkr,1057,872,0,1929,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2001,Fin,2,650,TA,TA,Y,0,235,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,226000
+643,80,RL,75,13860,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,8,7,1972,1995,Gable,CompShg,Plywood,Wd Sdng,None,0,Gd,TA,CBlock,Gd,TA,Gd,GLQ,1410,Unf,0,542,1952,GasA,Gd,Y,SBrkr,2000,704,0,2704,1,0,2,1,4,1,Ex,9,Typ,3,TA,Attchd,1972,Fin,2,538,TA,TA,Y,269,111,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal,345000
+644,60,RL,80,10793,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,2Story,5,5,1969,1969,Mansard,CompShg,WdShing,HdBoard,BrkFace,263,TA,TA,CBlock,TA,TA,No,Rec,493,BLQ,287,0,780,GasA,Ex,Y,SBrkr,780,840,0,1620,0,0,2,1,4,1,TA,7,Min1,0,NA,Attchd,1969,Fin,2,462,TA,TA,Y,208,0,0,0,0,0,NA,GdWo,NA,0,4,2007,WD,Normal,152000
+645,20,FV,85,9187,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,9,5,2009,2009,Gable,CompShg,CemntBd,CmentBd,Stone,162,Ex,TA,PConc,Ex,TA,Mn,GLQ,1121,Unf,0,645,1766,GasA,Ex,Y,SBrkr,1766,0,0,1766,1,0,2,1,2,1,Ex,7,Typ,1,Gd,Attchd,2009,Fin,3,478,TA,TA,Y,195,130,0,0,0,0,NA,NA,NA,0,10,2009,New,Partial,370878
+646,20,RL,NA,10530,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1971,1971,Hip,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,282,LwQ,35,664,981,GasA,TA,Y,SBrkr,981,0,0,981,1,0,1,1,3,1,TA,5,Typ,0,NA,Detchd,1979,Unf,2,576,TA,TA,Y,0,312,40,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,143250
+647,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1950,1950,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,SBrkr,1048,0,0,1048,0,0,1,0,3,1,TA,7,Min1,0,NA,Detchd,1950,Unf,2,420,TA,TA,Y,0,27,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,98300
+648,20,RL,85,10452,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,6,5,1953,1953,Hip,CompShg,Wd Sdng,Wd Sdng,Stone,216,TA,TA,CBlock,TA,TA,Mn,Rec,500,Unf,0,594,1094,GasA,Ex,Y,SBrkr,1094,0,0,1094,0,0,1,0,3,1,TA,5,Typ,2,Gd,Attchd,1953,RFn,2,495,TA,TA,Y,0,0,0,0,287,0,NA,NA,NA,0,6,2008,WD,Normal,155000
+649,60,RL,70,7700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosN,Norm,1Fam,2Story,6,5,1966,1966,Gable,CompShg,MetalSd,MetalSd,BrkFace,351,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,756,756,GasA,TA,Y,SBrkr,1051,788,0,1839,0,0,1,1,4,1,TA,7,Typ,1,TA,Attchd,1966,Unf,2,442,TA,TA,Y,0,124,216,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,155000
+650,180,RM,21,1936,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SFoyer,4,6,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Av,BLQ,131,GLQ,499,0,630,GasA,Gd,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,TA,3,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,12,2007,WD,Normal,84500
+651,60,FV,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,6,2007,2007,Gable,CompShg,CemntBd,CmentBd,NA,NA,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,813,813,GasA,Ex,Y,SBrkr,822,843,0,1665,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2007,RFn,2,562,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,205950
+652,70,RL,60,9084,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Artery,Norm,1Fam,2Story,4,5,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Mn,Unf,0,Unf,0,755,755,GasA,TA,Y,SBrkr,755,755,0,1510,1,0,1,0,4,1,TA,7,Typ,1,Gd,Detchd,1940,Unf,1,296,Fa,Po,P,120,0,0,0,0,0,NA,MnPrv,NA,0,10,2009,WD,Normal,108000
+653,60,RL,70,8750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1996,1996,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,880,880,GasA,Ex,Y,SBrkr,909,807,0,1716,0,0,2,1,2,1,Gd,7,Typ,1,TA,Attchd,1996,RFn,2,512,TA,TA,Y,0,120,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,191000
+654,50,RM,60,10320,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,6,7,1906,1995,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,756,756,GasA,Ex,Y,SBrkr,756,713,0,1469,0,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,1906,Unf,1,216,TA,TA,Y,57,0,239,0,0,0,NA,MnPrv,NA,0,6,2008,WD,Normal,135000
+655,20,RL,91,10437,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,1Story,8,6,1995,1995,Hip,CompShg,MetalSd,MetalSd,BrkFace,660,Gd,Gd,PConc,Gd,TA,Gd,GLQ,1696,Unf,0,413,2109,GasA,Ex,Y,SBrkr,2113,0,0,2113,1,0,2,1,2,1,Gd,7,Typ,1,TA,Attchd,1995,Fin,3,839,TA,TA,Y,236,46,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,350000
+656,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1971,1971,Gable,CompShg,HdBoard,ImStucc,BrkFace,381,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,525,525,GasA,TA,Y,SBrkr,525,567,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1971,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2010,WD,Family,88000
+657,20,RL,72,10007,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1959,2006,Gable,CompShg,HdBoard,HdBoard,BrkFace,54,Gd,TA,CBlock,TA,TA,No,ALQ,806,Unf,0,247,1053,GasA,Ex,Y,SBrkr,1053,0,0,1053,1,0,1,1,3,1,Gd,5,Typ,0,NA,Attchd,1959,RFn,1,312,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2008,WD,Normal,145500
+658,70,RL,60,7200,Pave,NA,Reg,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2Story,7,6,1931,2000,Gable,CompShg,Stucco,Wd Shng,None,0,TA,Fa,BrkTil,Gd,TA,No,Unf,0,Unf,0,776,776,GasA,TA,Y,SBrkr,851,651,0,1502,0,0,1,1,3,1,TA,6,Typ,1,Gd,Attchd,1931,RFn,1,270,TA,TA,P,0,0,112,0,0,0,NA,MnPrv,NA,0,2,2008,WD,Normal,149000
+659,50,RL,78,17503,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,6,5,1948,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,912,912,GasA,TA,Y,SBrkr,912,546,0,1458,0,1,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1948,Unf,1,330,TA,TA,Y,192,0,0,0,0,0,NA,NA,NA,0,1,2010,WD,Abnorml,97500
+660,20,RL,75,9937,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,7,1964,1999,Hip,CompShg,MetalSd,MetalSd,None,0,TA,Gd,PConc,TA,TA,No,BLQ,637,Unf,0,849,1486,GasA,Ex,Y,SBrkr,1486,0,0,1486,1,0,1,0,3,1,TA,7,Typ,0,NA,Detchd,1968,Fin,2,480,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,3,2009,WD,Normal,167000
+661,60,RL,NA,12384,Pave,NA,Reg,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,7,1976,1976,Gable,CompShg,Plywood,Plywood,BrkFace,233,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,793,793,GasA,TA,Y,SBrkr,1142,793,0,1935,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1976,RFn,2,550,TA,TA,Y,0,113,252,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,197900
+662,60,RL,52,46589,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,7,1994,2005,Hip,CompShg,VinylSd,VinylSd,BrkFace,528,Gd,TA,PConc,Gd,Gd,No,GLQ,1361,Rec,180,88,1629,GasA,Ex,Y,SBrkr,1686,762,0,2448,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1994,RFn,3,711,TA,TA,Y,517,76,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,402000
+663,20,RL,120,13560,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,3,1968,1968,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,216,TA,TA,CBlock,Fa,Fa,No,Unf,0,Unf,0,1392,1392,GasA,Gd,Y,SBrkr,1392,0,0,1392,1,0,1,0,2,1,TA,5,Maj2,2,TA,Attchd,1968,RFn,2,576,TA,TA,Y,0,0,240,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,110000
+664,85,RL,90,10012,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,SFoyer,4,5,1972,1972,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Av,BLQ,920,Rec,180,38,1138,GasA,TA,Y,SBrkr,1181,0,0,1181,1,0,2,0,3,1,TA,6,Typ,0,NA,Detchd,1974,RFn,2,588,TA,TA,Y,0,0,180,0,0,0,NA,MnPrv,NA,0,4,2008,WD,Normal,137500
+665,20,RL,49,20896,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,Somerst,RRAn,Norm,1Fam,1Story,8,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,Mn,GLQ,1721,Unf,0,356,2077,GasA,Ex,Y,SBrkr,2097,0,0,2097,1,0,1,1,1,1,Ex,8,Typ,1,Ex,Attchd,2005,Fin,3,1134,TA,TA,Y,192,267,0,0,0,0,NA,NA,NA,0,1,2006,New,Partial,423000
+666,60,RL,106,11194,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,8,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,40,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1406,1406,GasA,Ex,Y,SBrkr,1454,482,0,1936,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2000,RFn,2,504,TA,TA,Y,188,124,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal,230500
+667,60,RL,NA,18450,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,5,1965,1979,Flat,Tar&Grv,Plywood,Plywood,BrkCmn,113,TA,Gd,CBlock,Gd,TA,No,LwQ,187,Rec,723,111,1021,GasA,TA,Y,SBrkr,1465,915,0,2380,0,0,2,1,3,1,TA,7,Sev,1,Po,CarPort,1965,Unf,2,596,TA,TA,Y,0,265,0,0,0,0,NA,NA,NA,0,8,2007,WD,Abnorml,129000
+668,20,RL,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,6,5,1994,1998,Gable,CompShg,HdBoard,HdBoard,BrkFace,258,TA,TA,PConc,Gd,TA,No,GLQ,1138,Unf,0,270,1408,GasA,Ex,Y,SBrkr,1679,0,0,1679,1,0,2,0,3,1,Gd,7,Typ,1,Fa,Attchd,1994,RFn,2,575,TA,TA,Y,224,42,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,193500
+669,20,RL,NA,14175,Pave,NA,Reg,Bnk,AllPub,Corner,Mod,Sawyer,Norm,Norm,1Fam,1Story,5,6,1956,1987,Gable,CompShg,CemntBd,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,988,Unf,0,200,1188,GasA,Gd,Y,SBrkr,1437,0,0,1437,1,0,1,1,3,1,TA,6,Min2,1,TA,Detchd,1999,Unf,2,576,TA,TA,Y,304,0,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal,168000
+670,30,RL,80,11600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,4,5,1922,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,700,700,GasA,Ex,Y,SBrkr,1180,0,0,1180,0,0,1,0,2,1,Fa,5,Typ,1,Gd,Detchd,1922,Unf,1,252,TA,Fa,Y,0,0,67,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,137500
+671,60,RL,64,8633,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,193,Unf,0,545,738,GasA,Ex,Y,SBrkr,738,738,0,1476,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2005,Fin,2,540,TA,TA,Y,100,35,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,173500
+672,70,RH,54,6629,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Artery,Norm,1Fam,2Story,6,6,1925,1950,Gambrel,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,TA,TA,No,BLQ,551,Unf,0,121,672,GasA,TA,N,SBrkr,697,672,0,1369,1,0,2,0,3,1,TA,6,Typ,0,NA,Detchd,1930,Unf,1,300,TA,TA,Y,147,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,103600
+673,20,RL,NA,11250,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,1Story,6,6,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,Gd,TA,CBlock,Gd,TA,No,ALQ,767,Unf,0,441,1208,GasA,TA,Y,SBrkr,1208,0,0,1208,1,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1977,RFn,2,546,TA,TA,Y,198,42,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,165000
+674,20,RL,110,14442,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,7,1957,2004,Hip,CompShg,CemntBd,CmentBd,BrkFace,106,TA,TA,PConc,TA,TA,No,GLQ,1186,Unf,0,291,1477,GasA,Ex,Y,SBrkr,1839,0,0,1839,1,0,2,0,3,1,Gd,7,Typ,2,TA,Attchd,1957,Fin,2,416,TA,TA,Y,0,87,0,0,200,0,NA,NA,NA,0,6,2007,WD,Normal,257500
+675,20,RL,80,9200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1965,1965,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,892,Unf,0,244,1136,GasA,TA,Y,SBrkr,1136,0,0,1136,1,0,1,0,3,1,TA,5,Typ,1,Gd,Attchd,1965,RFn,1,384,TA,TA,Y,426,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,140000
+676,160,RL,24,2289,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,Twnhs,2Story,6,6,1978,1978,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,TA,TA,No,ALQ,311,Unf,0,544,855,GasA,TA,Y,SBrkr,855,586,0,1441,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1978,Unf,2,440,TA,TA,Y,28,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,148500
+677,70,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,4,2,1900,1950,Gable,CompShg,AsbShng,Stucco,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,1095,1095,GasW,Fa,N,SBrkr,1095,679,0,1774,1,0,2,0,4,2,TA,8,Min2,0,NA,2Types,1920,Unf,3,779,Fa,Fa,N,0,0,90,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,87000
+678,30,RL,52,9022,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,8,1924,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,768,768,GasA,Ex,Y,SBrkr,792,0,0,792,0,0,1,0,2,1,Gd,5,Typ,0,NA,Detchd,1924,Unf,1,240,Fa,Fa,N,316,0,120,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,109500
+679,20,RL,80,11844,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,1Story,8,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,Stone,464,Gd,TA,PConc,Ex,TA,Mn,Unf,0,Unf,0,2046,2046,GasA,Ex,Y,SBrkr,2046,0,0,2046,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2008,Fin,3,834,TA,TA,Y,322,82,0,0,0,0,NA,NA,NA,0,7,2009,New,Partial,372500
+680,20,RL,NA,9945,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1961,1961,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,57,TA,TA,CBlock,TA,TA,No,Rec,827,Unf,0,161,988,GasA,TA,Y,SBrkr,988,0,0,988,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1963,Unf,2,572,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,128500
+681,120,RL,50,8012,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1980,1980,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,BLQ,543,BLQ,119,261,923,GasA,TA,Y,SBrkr,923,0,0,923,0,0,2,0,2,1,TA,5,Typ,1,TA,Attchd,1980,RFn,1,264,TA,TA,Y,80,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,143000
+682,50,RH,55,4500,Pave,Pave,IR2,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,5,5,1932,2000,Gable,CompShg,VinylSd,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,Rec,182,Unf,0,611,793,GasA,Ex,Y,SBrkr,848,672,0,1520,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1968,Unf,1,281,TA,TA,Y,0,0,56,0,0,0,NA,NA,NA,0,7,2009,WD,Abnorml,159434
+683,120,RL,NA,2887,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1Story,6,5,1996,1997,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,1003,Unf,0,288,1291,GasA,Ex,Y,SBrkr,1291,0,0,1291,1,0,1,0,2,1,Gd,6,Typ,1,Gd,Attchd,1996,Unf,2,431,TA,TA,Y,307,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,173000
+684,20,RL,90,11248,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,9,5,2002,2002,Hip,CompShg,VinylSd,VinylSd,Stone,215,Gd,TA,PConc,Gd,TA,Av,GLQ,1059,Unf,0,567,1626,GasA,Ex,Y,SBrkr,1668,0,0,1668,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,2002,Fin,3,702,TA,TA,Y,257,45,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,285000
+685,60,RL,58,16770,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,30,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1195,1195,GasA,Gd,Y,SBrkr,1195,644,0,1839,0,0,2,1,4,1,TA,7,Typ,0,NA,Attchd,1998,Fin,2,486,TA,TA,Y,0,81,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,221000
+686,160,RL,NA,5062,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,TwnhsE,2Story,7,5,1984,1984,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,Gd,TA,Mn,GLQ,828,LwQ,182,180,1190,GasA,Gd,Y,SBrkr,1190,900,0,2090,1,0,2,0,3,1,Gd,6,Min1,1,TA,Attchd,1984,Fin,2,577,TA,TA,Y,219,0,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal,207500
+687,60,FV,84,10207,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,6,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,874,874,GasA,Ex,Y,SBrkr,874,887,0,1761,0,0,3,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,2,578,TA,TA,Y,144,105,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial,227875
+688,160,FV,NA,5105,Pave,NA,IR2,Lvl,AllPub,FR2,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2004,2004,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,239,Unf,0,312,551,GasA,Ex,Y,SBrkr,551,551,0,1102,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2004,Unf,2,480,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,148800
+689,20,RL,60,8089,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,1Story,8,6,2007,2007,Gable,CompShg,MetalSd,MetalSd,BrkFace,0,Gd,TA,PConc,Gd,TA,Av,GLQ,945,Unf,0,474,1419,GasA,Ex,Y,SBrkr,1419,0,0,1419,1,0,2,0,2,1,Gd,7,Typ,1,Gd,Attchd,2007,RFn,2,567,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,10,2007,New,Partial,392000
+690,120,RL,61,7577,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,256,Gd,TA,PConc,Gd,TA,Av,ALQ,20,Unf,0,1342,1362,GasA,Ex,Y,SBrkr,1362,0,0,1362,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,2,460,TA,TA,Y,192,28,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,194700
+691,120,RM,NA,4426,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,147,Gd,TA,PConc,Gd,TA,Gd,GLQ,697,Unf,0,151,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,1,TA,Attchd,2004,RFn,2,420,TA,TA,Y,149,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,141000
+692,60,RL,104,21535,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,10,6,1994,1995,Gable,WdShngl,HdBoard,HdBoard,BrkFace,1170,Ex,TA,PConc,Ex,TA,Gd,GLQ,1455,Unf,0,989,2444,GasA,Ex,Y,SBrkr,2444,1872,0,4316,0,1,3,1,4,1,Ex,10,Typ,2,Ex,Attchd,1994,Fin,3,832,TA,TA,Y,382,50,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal,755000
+693,60,RL,42,26178,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Timber,Norm,Norm,1Fam,2Story,7,5,1989,1990,Hip,CompShg,MetalSd,MetalSd,BrkFace,293,Gd,TA,PConc,Gd,TA,Gd,GLQ,965,Unf,0,245,1210,GasA,Ex,Y,SBrkr,1238,1281,0,2519,1,0,2,1,4,1,Gd,9,Typ,2,Gd,Attchd,1989,RFn,2,628,TA,TA,Y,320,27,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,335000
+694,30,RL,60,5400,Pave,NA,Reg,Lvl,AllPub,Corner,Sev,OldTown,Norm,Norm,1Fam,1Story,5,6,1921,1968,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1073,1073,GasA,Ex,Y,SBrkr,1073,0,0,1073,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1968,Unf,1,326,TA,TA,Y,0,0,112,0,0,0,NA,NA,NA,0,12,2006,WD,Abnorml,108480
+695,50,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,6,1936,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,BrkTil,TA,TA,No,Unf,0,Unf,0,927,927,GasA,TA,Y,SBrkr,1067,472,0,1539,0,0,1,1,3,1,TA,5,Typ,0,NA,Detchd,1995,Unf,2,576,TA,TA,Y,112,0,0,0,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal,141500
+696,20,RL,54,13811,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,6,6,1987,1987,Gable,CompShg,HdBoard,HdBoard,BrkFace,72,TA,TA,CBlock,Gd,Gd,No,GLQ,980,LwQ,40,92,1112,GasA,Gd,Y,SBrkr,1137,0,0,1137,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1987,Unf,2,551,TA,TA,Y,125,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,176000
+697,30,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,7,1921,1950,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,616,Unf,0,0,616,GasA,Gd,Y,SBrkr,616,0,0,616,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1921,Unf,1,205,TA,TA,Y,0,0,129,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,89000
+698,20,RL,57,6420,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,7,1952,1952,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,Ex,Gd,Mn,LwQ,210,ALQ,551,219,980,GasA,Fa,Y,FuseA,1148,0,0,1148,0,1,1,0,2,1,TA,6,Typ,0,NA,Detchd,1952,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal,123500
+699,20,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,1Fam,1Story,5,8,1965,2009,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,GLQ,553,BLQ,117,224,894,GasA,Ex,Y,SBrkr,894,0,0,894,1,0,1,0,3,1,TA,5,Typ,1,Gd,Detchd,1973,Unf,1,336,TA,TA,Y,416,144,0,0,0,0,NA,MnPrv,NA,0,4,2010,WD,Normal,138500
+700,120,FV,59,4282,Pave,Pave,IR2,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,7,5,2004,2004,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,16,Unf,0,1375,1391,GasA,Ex,Y,SBrkr,1391,0,0,1391,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2004,RFn,2,530,TA,TA,Y,156,158,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,196000
+701,20,RL,85,14331,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2002,2002,Hip,CompShg,VinylSd,VinylSd,BrkFace,630,Gd,TA,PConc,Ex,TA,Gd,GLQ,1274,Unf,0,526,1800,GasA,Ex,Y,SBrkr,1800,0,0,1800,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2002,Fin,3,765,TA,TA,Y,270,78,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,312500
+702,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,5,1969,1969,Hip,CompShg,HdBoard,HdBoard,BrkFace,168,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1164,1164,GasA,TA,Y,SBrkr,1164,0,0,1164,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1969,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,COD,Normal,140000
+703,60,RL,82,12438,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,2Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,466,Ex,TA,PConc,Ex,Gd,No,Unf,0,Unf,0,1234,1234,GasA,Ex,Y,SBrkr,1264,1312,0,2576,0,0,2,1,4,1,Ex,10,Typ,1,Gd,BuiltIn,2006,Fin,3,666,TA,TA,Y,324,100,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,361919
+704,190,RM,76,7630,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Feedr,Norm,2fmCon,2Story,5,9,1900,1996,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,Gd,TA,No,Unf,0,Unf,0,360,360,GasA,Gd,Y,SBrkr,1032,780,0,1812,0,0,2,0,4,2,Gd,8,Typ,1,Po,Detchd,1999,Unf,2,672,TA,TA,N,344,0,40,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Normal,140000
+705,20,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,109,Gd,TA,PConc,Gd,TA,Av,GLQ,712,Unf,0,761,1473,GasA,Ex,Y,SBrkr,1484,0,0,1484,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2004,RFn,2,606,TA,TA,Y,0,35,0,144,0,0,NA,NA,NA,0,5,2010,WD,Normal,213000
+706,190,RM,70,5600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,2fmCon,2Story,4,5,1930,1950,Hip,CompShg,VinylSd,Wd Shng,None,0,Fa,Fa,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Fa,N,SBrkr,372,720,0,1092,0,0,2,0,3,2,Fa,7,Mod,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,Othr,3500,7,2010,WD,Normal,55000
+707,20,RL,NA,115149,Pave,NA,IR2,Low,AllPub,CulDSac,Sev,ClearCr,Norm,Norm,1Fam,1Story,7,5,1971,2002,Gable,CompShg,Plywood,Plywood,Stone,351,TA,TA,CBlock,Gd,TA,Gd,GLQ,1219,Unf,0,424,1643,GasA,TA,Y,SBrkr,1824,0,0,1824,1,0,2,0,2,1,Gd,5,Typ,2,TA,Attchd,1971,Unf,2,739,TA,TA,Y,380,48,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,302000
+708,120,RL,48,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,8,5,2006,2006,Hip,CompShg,MetalSd,MetalSd,BrkFace,176,Gd,TA,PConc,Gd,TA,No,GLQ,863,Unf,0,461,1324,GasA,Ex,Y,SBrkr,1324,0,0,1324,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,Fin,2,550,TA,TA,Y,192,38,0,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,254000
+709,60,RL,65,9018,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2007,Fin,2,400,TA,TA,Y,100,24,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial,179540
+710,20,RL,NA,7162,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1966,1966,Gable,CompShg,HdBoard,HdBoard,BrkCmn,41,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,876,876,GasA,TA,Y,SBrkr,904,0,0,904,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1966,Unf,1,408,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,12,2008,WD,Abnorml,109900
+711,30,RL,56,4130,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,3,6,1935,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,CBlock,TA,TA,No,Unf,0,Unf,0,270,270,GasA,Gd,Y,SBrkr,729,0,0,729,0,0,1,0,2,1,TA,5,Maj2,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,52000
+712,50,C (all),66,8712,Pave,Pave,Reg,HLS,AllPub,Inside,Mod,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,7,1900,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,Stone,TA,TA,Mn,Unf,0,Unf,0,859,859,GasA,Gd,Y,SBrkr,859,319,0,1178,0,0,1,0,2,1,TA,7,Typ,0,NA,Detchd,1964,RFn,1,384,TA,TA,N,68,0,98,0,0,0,NA,NA,NA,0,1,2010,WD,Abnorml,102776
+713,120,RL,40,4671,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1988,1989,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,767,Unf,0,461,1228,GasA,Gd,Y,SBrkr,1228,0,0,1228,1,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,1988,Fin,2,472,TA,TA,Y,168,120,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,189000
+714,190,RL,60,9873,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,RRAn,Norm,2fmCon,1Story,4,5,1970,1970,Gable,CompShg,HdBoard,HdBoard,BrkFace,160,TA,TA,CBlock,TA,TA,Av,ALQ,789,Unf,0,171,960,GasW,TA,N,SBrkr,960,0,0,960,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1970,Unf,2,576,TA,TA,Y,0,288,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,129000
+715,60,RL,NA,13517,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,RRAe,Norm,1Fam,2Story,6,8,1976,2005,Gable,CompShg,HdBoard,Plywood,BrkFace,289,Gd,TA,CBlock,TA,TA,No,GLQ,533,Unf,0,192,725,GasA,Ex,Y,SBrkr,725,754,0,1479,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,1976,RFn,2,475,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,130500
+716,20,RL,78,10140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1974,1974,Hip,CompShg,HdBoard,HdBoard,BrkFace,174,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1064,1064,GasA,TA,Y,SBrkr,1350,0,0,1350,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1974,RFn,2,478,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2009,WD,Normal,165000
+717,70,RM,60,10800,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,8,1890,1998,Gable,CompShg,Wd Sdng,VinylSd,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,718,718,GasA,Ex,Y,SBrkr,1576,978,0,2554,0,0,1,1,3,1,TA,8,Typ,0,NA,Detchd,1996,Unf,2,704,TA,TA,P,0,48,143,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,159500
+718,20,RL,80,10000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,5,6,1973,2000,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,BLQ,1084,Unf,0,92,1176,GasA,Gd,Y,SBrkr,1178,0,0,1178,0,1,1,1,3,1,Gd,5,Typ,1,Fa,Attchd,1973,Unf,2,439,TA,TA,Y,224,0,0,0,0,0,NA,MnPrv,NA,0,11,2008,WD,Normal,157000
+719,60,RL,96,10542,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1993,1994,Hip,CompShg,Wd Sdng,ImStucc,BrkFace,651,Gd,TA,PConc,Gd,TA,Gd,GLQ,1173,Unf,0,138,1311,GasA,Ex,Y,SBrkr,1325,1093,0,2418,1,0,2,1,3,1,Gd,9,Typ,1,TA,Attchd,1993,RFn,3,983,TA,TA,Y,250,154,216,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,341000
+720,20,RL,69,9920,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1969,1969,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,Gd,TA,Gd,ALQ,523,Unf,0,448,971,GasA,TA,Y,SBrkr,971,0,0,971,0,0,1,1,3,1,TA,5,Typ,1,Po,Attchd,1969,Unf,1,300,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,128500
+721,120,RL,NA,6563,Pave,NA,IR1,Low,AllPub,CulDSac,Mod,StoneBr,Norm,Norm,1Fam,1Story,8,5,1985,1985,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,1148,Unf,0,594,1742,GasA,TA,Y,SBrkr,1742,0,0,1742,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1985,RFn,2,564,TA,TA,Y,114,28,234,0,0,0,NA,NA,NA,0,12,2006,WD,Normal,275000
+722,120,RM,NA,4426,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,169,Gd,TA,PConc,Gd,TA,Av,GLQ,662,Unf,0,186,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,0,NA,Attchd,2004,RFn,2,420,TA,TA,Y,160,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,143000
+723,20,RL,70,8120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,7,1970,1970,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,191,Unf,0,673,864,GasA,Ex,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1994,Unf,2,463,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,124500
+724,50,RL,60,8172,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,4,6,1954,1972,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,941,941,GasA,Ex,Y,SBrkr,997,473,0,1470,0,0,2,0,4,1,TA,7,Typ,0,NA,Detchd,1958,Unf,1,548,TA,TA,Y,0,0,0,0,156,0,NA,NA,NA,0,5,2008,WD,Normal,135000
+725,20,RL,86,13286,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,9,5,2007,2008,Hip,CompShg,CemntBd,CmentBd,Stone,340,Ex,TA,PConc,Ex,TA,No,GLQ,1234,Unf,0,464,1698,GasA,Ex,Y,SBrkr,1698,0,0,1698,1,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2007,Fin,3,768,TA,TA,Y,327,64,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,320000
+726,20,RL,60,6960,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1970,1970,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,375,BLQ,239,250,864,GasA,TA,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1989,Unf,2,660,TA,TA,Y,96,0,0,0,0,0,NA,NA,Shed,500,11,2009,WD,Normal,120500
+727,20,RL,NA,21695,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,9,1988,2007,Hip,CompShg,Wd Sdng,Plywood,BrkFace,260,Gd,Gd,CBlock,Gd,TA,No,GLQ,808,Unf,0,72,880,GasA,Ex,Y,SBrkr,1680,0,0,1680,1,0,2,0,3,1,Gd,5,Typ,1,Gd,Attchd,1988,Fin,2,540,TA,TA,Y,292,44,0,182,0,0,NA,NA,NA,0,12,2009,WD,Normal,222000
+728,20,RL,64,7314,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,82,Gd,TA,PConc,Gd,TA,Av,GLQ,724,Unf,0,508,1232,GasA,Ex,Y,SBrkr,1232,0,0,1232,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2007,RFn,2,632,TA,TA,Y,132,0,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,194500
+729,90,RL,85,11475,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1958,1958,Gable,CompShg,VinylSd,VinylSd,BrkFace,95,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1584,1584,GasA,TA,Y,SBrkr,1776,0,0,1776,1,0,2,0,4,2,TA,9,Typ,0,NA,Detchd,1968,Unf,3,888,TA,TA,Y,0,25,0,0,0,0,NA,NA,NA,0,7,2009,COD,Abnorml,110000
+730,30,RM,52,6240,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,5,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,152,Unf,0,628,780,GasA,TA,Y,FuseA,848,0,360,1208,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1962,Unf,2,539,TA,TA,Y,0,23,112,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,103000
+731,120,RL,39,5389,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1995,1996,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1180,Unf,0,415,1595,GasA,Ex,Y,SBrkr,1616,0,0,1616,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1995,RFn,2,608,TA,TA,Y,237,152,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,236500
+732,80,RL,73,9590,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,SLvl,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,442,Gd,TA,PConc,Ex,TA,Av,GLQ,786,Unf,0,82,868,GasA,Ex,Y,SBrkr,1146,0,0,1146,1,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2003,Fin,2,438,TA,TA,Y,160,22,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,187500
+733,60,RL,75,11404,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1998,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,202,Gd,TA,PConc,Gd,TA,Av,ALQ,252,Unf,0,901,1153,GasA,Ex,Y,SBrkr,1153,878,0,2031,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1998,Fin,2,541,TA,TA,Y,192,84,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,222500
+734,20,RL,80,10000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,6,1961,1983,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,594,Unf,0,270,864,GasA,Ex,Y,SBrkr,1144,0,0,1144,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1961,RFn,1,264,TA,TA,Y,165,0,0,0,0,0,NA,GdWo,Shed,400,3,2009,WD,Normal,131400
+735,20,RL,NA,8978,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1968,1968,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,948,948,GasA,TA,Y,SBrkr,948,0,0,948,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1968,Unf,1,300,TA,TA,Y,147,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Family,108000
+736,75,RM,60,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,7,7,1914,1970,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,Mn,Rec,390,Unf,0,490,880,GasW,Fa,N,SBrkr,880,888,0,1768,0,0,1,1,2,1,TA,6,Typ,2,TA,Detchd,1914,Unf,2,320,TA,TA,N,0,341,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,163000
+737,90,RL,60,8544,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,3,4,1950,1950,Gable,CompShg,Stucco,Stone,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,N,FuseF,1040,0,0,1040,0,0,2,0,2,2,TA,6,Typ,0,NA,Detchd,1949,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,93500
+738,60,RL,72,10463,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,2Story,8,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,893,893,GasA,Ex,Y,SBrkr,901,900,0,1801,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2005,Fin,3,800,TA,TA,Y,0,116,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,239900
+739,90,RL,60,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,5,5,1987,1988,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,Gd,Gd,GLQ,1200,Unf,0,0,1200,GasA,TA,Y,SBrkr,1200,0,0,1200,3,0,3,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,120,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Alloca,179000
+740,60,RL,65,9313,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,864,864,GasA,Ex,Y,SBrkr,864,864,0,1728,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2004,RFn,2,572,TA,TA,Y,187,56,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,190000
+741,70,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,7,1910,2002,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,Gd,BrkTil,Fa,Fa,No,Unf,0,Unf,0,264,264,GasA,Ex,Y,SBrkr,768,664,0,1432,0,0,2,0,2,1,TA,7,Typ,0,NA,Detchd,1910,Unf,2,360,TA,Gd,Y,270,0,112,0,0,0,NA,GdPrv,NA,0,5,2007,WD,Abnorml,132000
+742,20,RL,65,6768,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,6,8,1961,1996,Hip,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,TA,TA,Mn,GLQ,832,Unf,0,80,912,GasA,Gd,Y,SBrkr,912,0,0,912,1,1,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1962,Unf,1,288,TA,TA,Y,168,0,0,0,0,0,NA,GdPrv,NA,0,5,2008,WD,Normal,142000
+743,20,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2000,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,108,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1349,1349,GasA,Ex,Y,SBrkr,1349,0,0,1349,0,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,2000,Unf,2,539,TA,TA,Y,120,55,0,0,0,0,NA,GdPrv,NA,0,12,2007,WD,Normal,179000
+744,80,RL,70,12886,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,5,6,1963,1999,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Av,ALQ,444,Unf,0,76,520,GasA,Ex,Y,SBrkr,1464,0,0,1464,0,1,2,0,3,1,TA,6,Min2,1,TA,Attchd,1997,RFn,2,480,TA,TA,Y,302,0,0,0,100,0,NA,NA,NA,0,10,2009,WD,Normal,175000
+745,120,RL,41,5395,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1993,1993,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,733,Unf,0,604,1337,GasA,Gd,Y,SBrkr,1337,0,0,1337,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1993,RFn,2,462,TA,TA,Y,96,0,70,168,0,0,NA,NA,NA,0,10,2008,WD,Normal,180000
+746,60,RL,NA,8963,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,8,9,1976,1996,Hip,CompShg,VinylSd,VinylSd,BrkFace,289,Ex,Gd,CBlock,TA,Gd,No,GLQ,575,ALQ,80,487,1142,GasA,Ex,Y,SBrkr,1175,1540,0,2715,0,1,3,1,4,1,Gd,11,Typ,2,TA,BuiltIn,1994,Fin,2,831,TA,TA,Y,0,204,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,299800
+747,60,RL,NA,8795,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,300,Unf,0,652,952,GasA,Ex,Y,SBrkr,980,1276,0,2256,0,0,2,1,4,1,Gd,8,Typ,1,TA,BuiltIn,2000,Fin,2,554,TA,TA,Y,224,54,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,236000
+748,70,RM,65,11700,Pave,Pave,IR1,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,7,1880,2003,Mansard,CompShg,Stucco,Stucco,None,0,Gd,TA,Stone,TA,Fa,No,Unf,0,Unf,0,1240,1240,GasW,TA,N,SBrkr,1320,1320,0,2640,0,0,1,1,4,1,Gd,8,Typ,1,Gd,Detchd,1950,Unf,4,864,TA,TA,N,181,0,386,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,265979
+749,20,RL,59,10593,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,1Story,7,5,1996,1996,Hip,CompShg,VinylSd,VinylSd,BrkFace,338,Gd,TA,PConc,Gd,TA,No,GLQ,919,Unf,0,801,1720,GasA,Ex,Y,SBrkr,1720,0,0,1720,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1996,Fin,2,527,TA,TA,Y,240,56,154,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,260400
+750,50,RL,50,8405,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,4,3,1945,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,Wall,TA,N,FuseF,1088,441,0,1529,0,0,2,0,4,1,TA,9,Mod,0,NA,Detchd,1945,Unf,1,240,TA,TA,N,92,0,185,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,98000
+751,50,RM,55,8800,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,4,7,1910,2004,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,576,576,GasA,Gd,Y,SBrkr,792,348,0,1140,0,0,1,0,3,1,TA,7,Min2,0,NA,NA,NA,NA,0,0,NA,NA,N,0,160,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,96500
+752,60,RL,NA,7750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,660,660,GasA,Ex,Y,SBrkr,660,660,0,1320,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2003,Fin,2,400,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,162000
+753,20,RL,79,9236,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,TA,Gd,GLQ,1200,Unf,0,279,1479,GasA,Ex,Y,SBrkr,1494,0,0,1494,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1997,RFn,2,576,TA,TA,Y,168,27,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,217000
+754,60,RL,80,10240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,178,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1030,1030,GasA,Gd,Y,SBrkr,1038,1060,0,2098,0,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2005,RFn,3,878,TA,TA,Y,192,52,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,275500
+755,20,RL,61,7930,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,8,1969,2005,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,GLQ,439,LwQ,472,115,1026,GasA,Gd,Y,SBrkr,1026,0,0,1026,1,0,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1969,RFn,2,440,TA,TA,Y,171,48,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,156000
+756,160,FV,34,3230,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,1999,1999,Gable,CompShg,MetalSd,MetalSd,BrkFace,894,TA,TA,PConc,Gd,TA,No,GLQ,381,Unf,0,348,729,GasA,Gd,Y,SBrkr,742,729,0,1471,0,0,2,1,3,1,TA,6,Typ,0,NA,Detchd,1999,Unf,2,440,TA,TA,Y,0,24,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,172500
+757,60,RL,68,10769,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,20,Unf,0,846,866,GasA,Ex,Y,SBrkr,866,902,0,1768,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2007,RFn,2,578,TA,TA,Y,144,105,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,212000
+758,60,RL,NA,11616,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,2Story,6,5,1978,1978,Hip,CompShg,HdBoard,HdBoard,BrkCmn,328,TA,TA,CBlock,TA,TA,Mn,Rec,438,Unf,0,234,672,GasA,TA,Y,SBrkr,672,714,0,1386,0,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1978,Fin,2,440,TA,TA,Y,335,0,0,0,0,0,NA,GdPrv,NA,0,4,2010,WD,Abnorml,158900
+759,160,FV,24,2280,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,1999,1999,Gable,CompShg,MetalSd,MetalSd,BrkFace,360,TA,TA,PConc,Gd,TA,No,ALQ,549,Unf,0,195,744,GasA,Gd,Y,SBrkr,757,744,0,1501,0,0,2,1,3,1,TA,6,Typ,0,NA,Detchd,1999,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,179400
+760,60,RL,65,12257,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,BrkFace,513,Gd,TA,PConc,Gd,TA,Av,LwQ,56,ALQ,64,1198,1318,GasA,Ex,Y,SBrkr,1328,1203,0,2531,0,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1995,RFn,3,752,TA,TA,Y,222,98,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,290000
+761,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1959,1959,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,612,Unf,0,252,864,GasA,Ex,Y,SBrkr,864,0,0,864,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,2008,Unf,1,300,Ex,Ex,Y,0,0,0,0,0,0,NA,NA,Shed,450,10,2009,WD,Normal,127500
+762,30,RM,60,6911,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,BrkSide,Feedr,Norm,1Fam,1Story,5,5,1924,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,Mn,LwQ,405,Unf,0,740,1145,GasA,TA,Y,SBrkr,1301,0,0,1301,0,0,1,0,2,1,Fa,5,Min1,0,NA,Detchd,1965,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,100000
+763,60,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Mn,GLQ,24,Unf,0,732,756,GasA,Ex,Y,SBrkr,764,783,0,1547,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2009,Unf,2,614,TA,TA,Y,169,45,0,0,0,0,NA,NA,NA,0,6,2010,Con,Normal,215200
+764,60,RL,82,9430,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,673,Gd,TA,PConc,Gd,TA,Mn,GLQ,1163,Unf,0,89,1252,GasA,Ex,Y,SBrkr,1268,1097,0,2365,1,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,1999,RFn,3,856,TA,TA,Y,0,128,0,0,180,0,NA,NA,NA,0,7,2009,WD,Normal,337000
+765,120,RL,30,9549,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Veenker,Norm,Norm,TwnhsE,1Story,8,5,1995,1996,Hip,CompShg,BrkFace,BrkFace,None,0,Gd,Gd,PConc,Gd,Gd,Av,LwQ,437,GLQ,1057,0,1494,GasA,Ex,Y,SBrkr,1494,0,0,1494,1,0,1,1,2,1,Ex,6,Typ,1,Gd,Attchd,1995,Fin,2,481,TA,TA,Y,0,30,0,0,216,0,NA,NA,NA,0,4,2006,WD,Normal,270000
+766,20,RL,75,14587,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,9,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,284,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1498,1498,GasA,Ex,Y,SBrkr,1506,0,0,1506,0,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2008,Fin,2,592,TA,TA,Y,0,174,0,0,0,0,NA,NA,NA,0,8,2008,New,Partial,264132
+767,60,RL,80,10421,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,5,1988,1988,Gable,CompShg,HdBoard,HdBoard,BrkFace,42,TA,TA,CBlock,Gd,TA,No,GLQ,394,Unf,0,586,980,GasA,TA,Y,SBrkr,980,734,0,1714,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1988,Unf,2,496,TA,TA,Y,228,66,156,0,0,0,NA,MnPrv,Shed,500,3,2010,WD,Normal,196500
+768,50,RL,75,12508,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1.5Fin,6,7,1940,1985,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,Mn,ALQ,660,Unf,0,323,983,GasA,Ex,Y,SBrkr,983,767,0,1750,1,0,2,0,4,1,TA,7,Mod,0,NA,Attchd,1989,Unf,1,423,TA,TA,Y,245,0,156,0,0,0,NA,NA,Shed,1300,7,2008,WD,Normal,160000
+769,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1836,1860,GasA,Ex,Y,SBrkr,1836,0,0,1836,0,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2004,Fin,2,484,TA,TA,Y,120,33,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,216837
+770,60,RL,47,53504,Pave,NA,IR2,HLS,AllPub,CulDSac,Mod,StoneBr,Norm,Norm,1Fam,2Story,8,5,2003,2003,Hip,CompShg,CemntBd,Wd Shng,BrkFace,603,Ex,TA,PConc,Gd,TA,Gd,ALQ,1416,Unf,0,234,1650,GasA,Ex,Y,SBrkr,1690,1589,0,3279,1,0,3,1,4,1,Ex,12,Mod,1,Gd,BuiltIn,2003,Fin,3,841,TA,TA,Y,503,36,0,0,210,0,NA,NA,NA,0,6,2010,WD,Normal,538000
+771,85,RL,NA,7252,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,SFoyer,5,5,1982,1982,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,685,Unf,0,173,858,GasA,TA,Y,SBrkr,858,0,0,858,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1983,Unf,2,576,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,134900
+772,20,RL,67,8877,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1951,1951,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Fa,Fa,No,LwQ,836,Unf,0,0,836,GasA,TA,Y,FuseF,1220,0,0,1220,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1951,Unf,2,396,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2006,COD,Normal,102000
+773,80,RL,94,7819,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,SLvl,6,5,1976,1976,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,422,BLQ,127,480,1029,GasA,TA,Y,SBrkr,1117,0,0,1117,1,0,1,0,3,1,TA,6,Typ,1,TA,Detchd,1976,Unf,2,672,TA,TA,Y,144,0,0,0,0,0,NA,MnPrv,NA,0,3,2010,WD,Abnorml,107000
+774,20,RL,70,10150,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,5,1958,1958,Gable,CompShg,Wd Sdng,Wd Sdng,None,1,TA,TA,CBlock,TA,TA,No,Rec,456,Unf,0,456,912,GasA,Ex,Y,FuseA,912,0,0,912,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1958,RFn,1,275,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,COD,Normal,114500
+775,20,RL,110,14226,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,375,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1935,1935,GasA,Gd,Y,SBrkr,1973,0,0,1973,0,0,2,0,3,1,Gd,9,Typ,1,Gd,Attchd,2006,Fin,3,895,TA,TA,Y,315,45,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial,395000
+776,120,RM,32,4500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Mitchel,Norm,Norm,TwnhsE,1Story,6,5,1998,1998,Hip,CompShg,VinylSd,VinylSd,BrkFace,320,TA,TA,PConc,Ex,TA,No,GLQ,866,Unf,0,338,1204,GasA,Ex,Y,SBrkr,1204,0,0,1204,1,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1998,Fin,2,412,TA,TA,Y,0,247,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,162000
+777,20,RL,86,11210,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,240,Gd,TA,PConc,Gd,TA,Av,GLQ,20,Unf,0,1594,1614,GasA,Ex,Y,SBrkr,1614,0,0,1614,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,3,865,TA,TA,Y,144,59,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,221500
+778,20,RL,100,13350,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1974,1974,Hip,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,762,Unf,0,102,864,GasA,TA,Y,SBrkr,894,0,0,894,1,0,1,0,3,1,TA,5,Typ,1,Fa,Attchd,1974,Unf,2,440,TA,TA,Y,241,0,0,0,0,0,NA,MnPrv,NA,0,6,2006,WD,Normal,142500
+779,90,RH,60,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,Duplex,1Story,5,5,1977,1977,Gable,CompShg,Plywood,Plywood,BrkFace,320,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,2020,0,0,2020,0,0,2,0,4,2,TA,10,Typ,2,TA,Detchd,1977,Unf,2,630,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,144000
+780,90,RL,78,10530,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,SFoyer,6,5,1977,1977,Gable,CompShg,Plywood,ImStucc,BrkFace,90,TA,TA,CBlock,Gd,TA,Gd,GLQ,975,Unf,0,0,975,GasA,TA,Y,SBrkr,1004,0,0,1004,1,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1977,Unf,2,504,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,135000
+781,20,RL,63,7875,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,1995,1996,Gable,CompShg,HdBoard,HdBoard,BrkFace,38,TA,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,1237,1237,GasA,Gd,Y,SBrkr,1253,0,0,1253,0,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1995,Fin,2,402,TA,TA,Y,220,21,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,176000
+782,60,RL,65,7153,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1992,1992,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,PConc,Gd,TA,No,ALQ,387,Unf,0,374,761,GasA,Ex,Y,SBrkr,810,793,0,1603,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1992,RFn,2,484,TA,TA,Y,0,124,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,175900
+783,20,RL,67,16285,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1413,1413,GasA,Ex,Y,SBrkr,1430,0,0,1430,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2001,RFn,2,605,TA,TA,Y,0,33,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,187100
+784,85,RL,NA,9101,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,SFoyer,5,6,1978,1978,Gable,CompShg,Plywood,Plywood,BrkFace,104,TA,Gd,PConc,Gd,TA,Av,GLQ,1097,Unf,0,0,1097,GasA,Ex,Y,SBrkr,1110,0,0,1110,1,0,1,0,1,1,Gd,4,Typ,1,TA,Attchd,1978,Fin,2,602,TA,TA,Y,303,30,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,165500
+785,75,RM,35,6300,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,6,6,1914,2001,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,742,742,GasA,Ex,Y,SBrkr,742,742,0,1484,0,0,2,0,3,1,TA,9,Typ,1,Gd,NA,NA,NA,0,0,NA,NA,Y,0,291,134,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,128000
+786,20,RL,NA,9790,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Feedr,Norm,1Fam,1Story,6,5,1967,1967,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,251,LwQ,630,491,1372,GasA,TA,Y,SBrkr,1342,0,0,1342,0,0,2,0,3,1,TA,7,Typ,1,Gd,Attchd,1967,Unf,2,457,TA,TA,Y,0,0,0,0,197,0,NA,NA,NA,0,9,2009,WD,Normal,161500
+787,50,RM,60,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,5,6,1915,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,PConc,Fa,TA,No,LwQ,686,Unf,0,0,686,GasA,TA,Y,SBrkr,966,686,0,1652,1,0,2,0,4,1,TA,7,Typ,0,NA,Detchd,1961,Unf,1,416,TA,TA,Y,0,0,196,0,0,0,NA,NA,Shed,1200,6,2010,WD,Normal,139000
+788,60,RL,76,10142,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,656,Unf,0,300,956,GasA,Ex,Y,SBrkr,956,1128,0,2084,1,0,2,1,4,1,Gd,8,Typ,0,NA,BuiltIn,2004,RFn,2,618,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,1,2010,WD,Normal,233000
+789,20,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,7,1954,2000,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,901,901,GasA,Ex,Y,SBrkr,901,0,0,901,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1954,Unf,1,281,Fa,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,107900
+790,60,RL,NA,12205,Pave,NA,IR1,Low,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,2Story,6,8,1966,2007,Gable,CompShg,HdBoard,HdBoard,BrkFace,157,TA,TA,CBlock,TA,Fa,Gd,LwQ,568,Unf,0,264,832,GasA,Gd,Y,SBrkr,976,1111,0,2087,0,0,2,1,5,1,Gd,9,Typ,0,NA,Attchd,1966,Fin,2,444,TA,TA,Y,133,168,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,187500
+791,120,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,11,Gd,TA,PConc,Gd,TA,No,GLQ,16,Unf,0,1129,1145,GasA,Ex,Y,SBrkr,1145,0,0,1145,0,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2005,Fin,2,397,TA,TA,Y,100,16,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,160200
+792,80,RL,NA,11333,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,6,5,1976,1976,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,Av,ALQ,539,Unf,0,490,1029,GasA,TA,Y,SBrkr,1062,0,0,1062,1,0,1,0,3,1,TA,5,Typ,2,TA,Attchd,1976,RFn,2,539,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,146800
+793,60,RL,92,9920,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,862,Unf,0,255,1117,GasA,Ex,Y,SBrkr,1127,886,0,2013,1,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,1997,Unf,2,455,TA,TA,Y,180,130,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,269790
+794,20,RL,76,9158,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,CemntBd,CmentBd,Stone,140,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1496,1496,GasA,Ex,Y,SBrkr,1496,0,0,1496,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,2,474,TA,TA,Y,168,130,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial,225000
+795,60,RL,NA,10832,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1994,1996,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,712,712,GasA,Ex,Y,SBrkr,1086,809,0,1895,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1994,Fin,2,409,TA,TA,Y,143,46,0,0,0,0,NA,NA,Shed,500,10,2008,WD,Normal,194500
+796,60,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,6,1980,1981,Gable,CompShg,HdBoard,HdBoard,BrkFace,130,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,650,650,GasA,TA,Y,SBrkr,888,676,0,1564,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1980,Unf,2,476,TA,TA,Y,0,50,0,0,204,0,NA,MnPrv,NA,0,4,2010,WD,Normal,171000
+797,20,RL,71,8197,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,6,5,1977,1977,Gable,CompShg,Plywood,Plywood,BrkFace,148,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,660,660,GasA,Ex,Y,SBrkr,1285,0,0,1285,0,0,1,1,3,1,TA,7,Typ,1,TA,Attchd,1977,RFn,2,528,TA,TA,Y,138,0,0,0,0,0,NA,MnPrv,NA,0,4,2007,WD,Normal,143500
+798,20,RL,57,7677,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1953,1953,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,570,Unf,0,203,773,GasA,Gd,Y,SBrkr,773,0,0,773,0,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1953,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Abnorml,110000
+799,60,RL,104,13518,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2008,2009,Hip,CompShg,VinylSd,VinylSd,Stone,860,Ex,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1926,1926,GasA,Ex,Y,SBrkr,1966,1174,0,3140,0,0,3,1,4,1,Ex,11,Typ,2,Gd,BuiltIn,2009,Fin,3,820,TA,TA,Y,144,78,0,0,0,0,NA,NA,NA,0,7,2009,New,Partial,485000
+800,50,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SWISU,Feedr,Norm,1Fam,1.5Fin,5,7,1937,1950,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,252,TA,TA,BrkTil,Gd,TA,No,ALQ,569,Unf,0,162,731,GasA,Ex,Y,SBrkr,981,787,0,1768,1,0,1,1,3,1,Gd,7,Typ,2,TA,Detchd,1939,Unf,1,240,TA,TA,Y,0,0,264,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,175000
+801,60,RL,79,12798,Pave,NA,IR1,HLS,AllPub,Inside,Mod,ClearCr,Feedr,Norm,1Fam,2Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Gd,GLQ,462,Unf,0,154,616,GasA,Gd,Y,SBrkr,616,1072,0,1688,1,0,2,1,4,1,Gd,8,Typ,0,NA,Attchd,1997,RFn,2,603,TA,TA,Y,403,114,185,0,0,0,NA,NA,Shed,400,5,2008,WD,Normal,200000
+802,30,RM,40,4800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,7,1916,1990,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,197,Unf,0,999,1196,GasA,Ex,Y,FuseA,1196,0,0,1196,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1957,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,109900
+803,60,RL,63,8199,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,WdShing,Wd Shng,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,648,Unf,0,80,728,GasA,Ex,Y,SBrkr,728,728,0,1456,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,410,TA,TA,Y,36,18,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,189000
+804,60,RL,107,13891,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2008,2009,Hip,CompShg,VinylSd,VinylSd,Stone,424,Ex,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,1734,1734,GasA,Ex,Y,SBrkr,1734,1088,0,2822,0,0,3,1,4,1,Ex,12,Typ,1,Gd,BuiltIn,2009,RFn,3,1020,TA,TA,Y,52,170,0,0,192,0,NA,NA,NA,0,1,2009,New,Partial,582933
+805,20,RL,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1954,1954,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,812,Unf,0,124,936,GasA,TA,Y,SBrkr,1128,0,0,1128,0,0,1,0,2,1,TA,5,Min1,0,NA,Attchd,1954,Unf,1,286,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,6,2006,WD,Family,118000
+806,20,RL,91,12274,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,256,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1417,1417,GasA,Ex,Y,SBrkr,1428,0,0,1428,0,0,2,0,3,1,Ex,6,Typ,0,NA,Attchd,2008,RFn,2,554,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,7,2008,New,Partial,227680
+807,80,RL,75,9750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,5,1967,1967,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,Av,ALQ,400,Rec,480,100,980,GasA,Gd,Y,SBrkr,980,0,0,980,0,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1967,Fin,1,384,TA,TA,Y,68,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,135500
+808,70,RL,144,21384,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,2Story,5,6,1923,2004,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Gd,GLQ,1309,Unf,0,15,1324,GasA,Ex,Y,SBrkr,1072,504,0,1576,2,0,1,1,3,1,Gd,6,Typ,1,TA,Attchd,1923,RFn,2,528,TA,TA,Y,0,312,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,223500
+809,80,RL,85,13400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,5,1966,1966,Gable,CompShg,VinylSd,VinylSd,BrkFace,1047,TA,TA,CBlock,TA,TA,Av,ALQ,516,BLQ,128,380,1024,GasA,TA,Y,SBrkr,1086,0,0,1086,1,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1966,RFn,2,484,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,6,2006,WD,Normal,159950
+810,75,RM,90,8100,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,5,5,1898,1965,Hip,CompShg,AsbShng,AsbShng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,849,849,GasA,TA,N,FuseA,1075,1063,0,2138,0,0,2,0,2,3,TA,11,Typ,0,NA,Detchd,1910,Unf,2,360,Fa,Po,N,40,156,0,0,0,0,NA,MnPrv,NA,0,11,2009,WD,Normal,106000
+811,20,RL,78,10140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1974,1999,Hip,CompShg,HdBoard,HdBoard,BrkFace,99,TA,TA,CBlock,TA,TA,No,ALQ,663,LwQ,377,0,1040,GasA,Fa,Y,SBrkr,1309,0,0,1309,1,0,1,1,3,1,Gd,5,Typ,1,Fa,Attchd,1974,RFn,2,484,TA,TA,Y,265,0,0,0,0,648,Fa,GdPrv,NA,0,1,2006,WD,Normal,181000
+812,120,RM,NA,4438,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,169,Gd,TA,PConc,Gd,TA,Gd,GLQ,662,Unf,0,186,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,4,Typ,1,Gd,Attchd,2004,Fin,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,6,2008,ConLD,Normal,144500
+813,20,C (all),66,8712,Grvl,NA,Reg,Bnk,AllPub,Inside,Mod,IDOTRR,Norm,Norm,1Fam,1Story,5,5,1952,1952,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,Fa,TA,CBlock,TA,TA,Av,Unf,0,Unf,0,540,540,GasA,TA,N,FuseA,1044,0,0,1044,0,0,1,0,2,1,Fa,4,Typ,0,NA,Basment,1952,Unf,2,504,TA,TA,N,0,0,0,0,0,0,NA,NA,Shed,54,6,2010,WD,Alloca,55993
+814,20,RL,75,9750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1958,1958,Gable,CompShg,MetalSd,MetalSd,BrkFace,243,TA,TA,CBlock,TA,TA,No,Rec,608,Unf,0,834,1442,GasA,Gd,Y,SBrkr,1442,0,0,1442,0,0,1,1,4,1,TA,7,Typ,0,NA,Attchd,1958,RFn,1,301,TA,TA,Y,0,0,275,0,0,0,NA,NA,Shed,500,4,2007,COD,Normal,157900
+815,50,RL,45,8248,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,7,1918,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,686,686,GasW,Gd,Y,SBrkr,686,564,0,1250,0,1,1,1,3,1,Fa,7,Typ,0,NA,Detchd,1955,Unf,1,280,TA,TA,P,207,0,96,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,116000
+816,20,RL,48,12137,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,442,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1649,1649,GasA,Ex,Y,SBrkr,1661,0,0,1661,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1998,RFn,2,598,TA,TA,Y,0,34,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,224900
+817,20,RL,NA,11425,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1954,1954,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,BLQ,486,Unf,0,522,1008,GasA,Gd,Y,SBrkr,1008,0,0,1008,0,0,1,0,2,1,TA,4,Typ,1,Gd,Attchd,1954,RFn,1,275,TA,TA,Y,0,0,120,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,137000
+818,20,RL,NA,13265,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,1Story,8,5,2002,2002,Hip,CompShg,CemntBd,CmentBd,BrkFace,148,Gd,TA,PConc,Gd,TA,No,GLQ,1218,Unf,0,350,1568,GasA,Ex,Y,SBrkr,1689,0,0,1689,1,0,2,0,3,1,Gd,7,Typ,2,Gd,Attchd,2002,RFn,3,857,TA,TA,Y,150,59,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,271000
+819,80,RL,80,8816,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,SLvl,6,7,1971,1971,Gable,CompShg,HdBoard,HdBoard,BrkFace,80,TA,TA,CBlock,TA,TA,Av,GLQ,504,Unf,0,506,1010,GasA,Gd,Y,SBrkr,1052,0,0,1052,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1971,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2010,WD,Normal,155000
+820,120,RL,44,6371,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2009,2010,Gable,CompShg,VinylSd,VinylSd,Stone,128,Gd,TA,PConc,Gd,TA,Mn,GLQ,733,Unf,0,625,1358,GasA,Ex,Y,SBrkr,1358,0,0,1358,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2010,RFn,2,484,TA,TA,Y,192,35,0,0,0,0,NA,NA,NA,0,6,2010,New,Partial,224000
+821,60,RL,72,7226,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,798,798,GasA,Ex,Y,SBrkr,798,842,0,1640,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2003,RFn,2,595,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,183000
+822,20,RM,60,6000,Pave,Pave,Reg,Bnk,AllPub,Inside,Mod,OldTown,Norm,Norm,2fmCon,1Story,4,4,1953,1953,Gable,CompShg,MetalSd,MetalSd,None,0,Fa,TA,CBlock,Fa,TA,No,Unf,0,Unf,0,936,936,GasA,TA,N,SBrkr,936,0,0,936,0,0,1,0,2,1,TA,4,Min2,0,NA,Detchd,1974,Unf,2,576,TA,TA,Y,0,32,112,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,93000
+823,60,RL,NA,12394,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,847,847,GasA,Ex,Y,SBrkr,847,886,0,1733,0,0,2,1,3,1,Gd,7,Typ,1,Gd,BuiltIn,2003,Fin,2,433,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,10,2007,WD,Family,225000
+824,50,RL,60,9900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,6,7,1940,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,778,778,GasA,TA,Y,SBrkr,944,545,0,1489,0,0,2,0,3,1,TA,7,Typ,1,Gd,Detchd,1940,Unf,1,240,TA,TA,Y,335,0,0,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal,139500
+825,20,FV,81,11216,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,1489,1489,GasA,Ex,Y,SBrkr,1489,0,0,1489,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,2,776,TA,TA,Y,0,140,0,0,0,0,NA,NA,NA,0,6,2006,New,Partial,232600
+826,20,RL,114,14803,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,PosN,PosN,1Fam,1Story,10,5,2007,2008,Hip,CompShg,CemntBd,CmentBd,BrkFace,816,Ex,TA,PConc,Ex,TA,Av,GLQ,1636,Unf,0,442,2078,GasA,Ex,Y,SBrkr,2084,0,0,2084,1,0,2,0,2,1,Ex,7,Typ,1,Gd,Attchd,2007,Fin,3,1220,TA,TA,Y,188,45,0,0,0,0,NA,NA,NA,0,6,2008,New,Partial,385000
+827,45,RM,50,6130,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Unf,5,6,1924,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,784,Unf,0,0,784,GasA,Gd,Y,SBrkr,784,0,0,784,1,0,1,0,2,1,Gd,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,116,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,109500
+828,20,RL,65,8529,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,20,Unf,0,1434,1454,GasA,Ex,Y,SBrkr,1434,0,0,1434,0,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2001,RFn,2,527,TA,TA,Y,290,39,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,189000
+829,60,RL,NA,28698,Pave,NA,IR2,Low,AllPub,CulDSac,Sev,ClearCr,Norm,Norm,1Fam,2Story,5,5,1967,1967,Flat,Tar&Grv,Plywood,Plywood,None,0,TA,TA,PConc,TA,Gd,Gd,LwQ,249,ALQ,764,0,1013,GasA,TA,Y,SBrkr,1160,966,0,2126,0,1,2,1,3,1,TA,7,Min2,0,NA,Attchd,1967,Fin,2,538,TA,TA,Y,486,0,0,0,225,0,NA,NA,NA,0,6,2009,WD,Abnorml,185000
+830,160,FV,24,2544,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,2005,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,600,600,GasA,Ex,Y,SBrkr,520,623,80,1223,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2005,RFn,2,480,TA,TA,Y,0,166,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,147400
+831,20,RL,80,11900,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1957,1957,Gable,CompShg,HdBoard,HdBoard,BrkFace,387,TA,TA,CBlock,TA,TA,No,Rec,1040,Unf,0,352,1392,GasA,TA,Y,FuseA,1392,0,0,1392,1,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1957,RFn,2,458,TA,TA,Y,0,0,0,0,192,0,NA,NA,NA,0,6,2008,WD,Normal,166000
+832,160,FV,30,3180,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2005,2005,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,600,600,GasA,Ex,Y,SBrkr,520,600,80,1200,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2005,RFn,2,480,TA,TA,Y,0,166,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,151000
+833,60,RL,44,9548,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,6,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,223,Gd,TA,PConc,Gd,TA,No,GLQ,483,Unf,0,458,941,GasA,Ex,Y,SBrkr,941,888,0,1829,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2003,RFn,2,613,TA,TA,Y,192,39,0,0,0,0,NA,NA,NA,0,1,2010,WD,Normal,237000
+834,20,RL,100,10004,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1964,1964,Gable,CompShg,HdBoard,Plywood,BrkFace,180,TA,TA,CBlock,TA,TA,No,Rec,196,BLQ,345,975,1516,GasA,TA,Y,SBrkr,1516,0,0,1516,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1964,RFn,2,472,TA,TA,Y,0,0,0,0,152,0,NA,NA,NA,0,2,2009,WD,Normal,167000
+835,20,RL,75,7875,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1961,1961,Gable,CompShg,VinylSd,VinylSd,BrkFace,136,TA,TA,CBlock,TA,TA,No,Rec,572,Unf,0,572,1144,GasA,Gd,Y,SBrkr,1144,0,0,1144,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1961,Unf,2,456,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,9,2008,WD,Normal,139950
+836,20,RL,60,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,4,7,1950,1995,Gable,CompShg,VinylSd,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,BLQ,442,Unf,0,625,1067,GasA,TA,Y,SBrkr,1067,0,0,1067,0,0,2,0,2,1,Gd,4,Min2,0,NA,Attchd,1996,Unf,2,436,TA,TA,Y,290,0,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,128000
+837,30,RM,90,8100,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1948,1973,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,Rec,338,Unf,0,1221,1559,GasA,Gd,Y,SBrkr,1559,0,0,1559,1,0,1,0,2,1,TA,5,Min2,0,NA,Detchd,1948,Unf,2,812,TA,TA,Y,0,116,230,0,0,0,NA,GdWo,NA,0,6,2007,COD,Normal,153500
+838,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1973,1973,Gable,CompShg,HdBoard,HdBoard,BrkFace,158,TA,TA,CBlock,TA,TA,No,BLQ,330,Unf,0,153,483,GasA,TA,Y,SBrkr,483,504,0,987,1,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1973,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,100000
+839,20,RL,75,9525,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1995,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1099,1099,GasA,Ex,Y,SBrkr,1099,0,0,1099,0,0,1,1,3,1,Gd,6,Typ,0,NA,Attchd,1999,Unf,1,352,TA,TA,Y,278,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,144000
+840,50,RL,70,11767,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,6,1946,1995,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,352,Unf,0,416,768,GasA,Ex,Y,SBrkr,768,432,0,1200,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1946,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,130500
+841,70,RH,NA,12155,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,2Story,6,8,1925,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,156,Unf,0,516,672,GasA,TA,N,SBrkr,810,672,0,1482,0,0,2,0,4,1,Fa,7,Typ,0,NA,Detchd,1934,Unf,1,400,TA,TA,P,0,0,254,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,140000
+842,70,RM,60,10440,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,8,1904,2002,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,650,650,GasA,Gd,Y,SBrkr,958,581,0,1539,0,0,2,0,3,1,Gd,8,Typ,1,Po,Detchd,1983,Unf,2,686,Gd,TA,P,70,78,68,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,157500
+843,80,RL,82,9020,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,7,1966,1966,Gable,CompShg,HdBoard,HdBoard,BrkFace,183,TA,TA,CBlock,TA,TA,Gd,Rec,312,ALQ,539,276,1127,GasA,TA,Y,SBrkr,1165,0,0,1165,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1966,RFn,2,490,Gd,Gd,Y,0,129,0,0,0,0,NA,GdPrv,NA,0,5,2008,WD,Normal,174900
+844,90,RL,80,8000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,Duplex,1Story,5,4,1961,1961,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1800,1800,GasA,Ex,N,SBrkr,1800,0,0,1800,0,0,2,0,6,2,TA,10,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,141000
+845,50,RM,100,12665,Pave,Grvl,IR1,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,5,8,1915,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,Mn,Unf,0,Unf,0,876,876,GasA,Gd,Y,SBrkr,876,540,0,1416,0,0,1,1,4,1,TA,7,Typ,1,Gd,Detchd,1949,Unf,3,720,TA,TA,Y,418,0,194,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,153900
+846,85,RL,NA,16647,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,RRAe,Norm,1Fam,SFoyer,5,5,1975,1981,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Gd,ALQ,1390,Unf,0,0,1390,GasA,TA,Y,SBrkr,1701,0,0,1701,1,0,2,0,3,1,TA,6,Min2,2,TA,Basment,1975,Fin,2,611,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal,171000
+847,60,RL,75,9317,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1993,1993,Gable,CompShg,HdBoard,HdBoard,BrkFace,137,Gd,TA,PConc,Gd,TA,No,ALQ,513,Unf,0,227,740,GasA,Ex,Y,SBrkr,1006,769,0,1775,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1993,Unf,2,425,TA,TA,Y,234,72,192,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,213000
+848,20,RL,36,15523,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,6,1972,1972,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,460,Unf,0,404,864,GasA,Ex,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,TA,5,Typ,1,Fa,Attchd,1972,Unf,1,338,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,133500
+849,50,RL,75,45600,Pave,NA,IR2,Bnk,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1.5Fin,6,8,1908,1997,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,907,907,GasA,TA,Y,SBrkr,1307,1051,0,2358,0,0,3,0,5,1,TA,10,Typ,1,Gd,Detchd,1908,Unf,2,360,Fa,TA,Y,486,40,0,0,175,0,NA,NA,NA,0,9,2008,WD,Normal,240000
+850,80,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Veenker,Feedr,Norm,1Fam,SLvl,6,7,1976,1994,Hip,CompShg,Plywood,Plywood,BrkFace,360,Gd,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,528,528,GasA,Ex,Y,SBrkr,1094,761,0,1855,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1976,RFn,2,512,TA,TA,Y,113,100,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,187000
+851,120,RM,36,4435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,170,Gd,TA,PConc,Gd,TA,Av,GLQ,659,Unf,0,189,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,0,NA,Attchd,2003,Fin,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,131500
+852,120,RL,NA,3196,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,8,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,40,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,1273,1273,GasA,Ex,Y,SBrkr,1456,0,0,1456,0,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,2003,Fin,2,400,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,215000
+853,75,RL,53,7128,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2.5Unf,7,5,1941,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,364,Unf,0,554,918,GasA,Gd,Y,SBrkr,918,728,0,1646,0,0,2,0,4,1,TA,7,Typ,2,Gd,Detchd,1941,Unf,1,240,TA,TA,Y,0,0,0,0,126,0,NA,MnPrv,NA,0,8,2007,WD,Normal,164000
+854,80,RL,NA,12095,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,6,1964,1964,Gable,CompShg,MetalSd,HdBoard,BrkFace,115,TA,Gd,CBlock,TA,TA,Gd,Rec,564,Unf,0,563,1127,GasA,TA,Y,SBrkr,1445,0,0,1445,0,0,1,1,3,1,TA,7,Typ,1,Fa,Attchd,1964,RFn,2,645,TA,TA,Y,180,0,0,0,0,0,NA,MnPrv,NA,0,8,2009,WD,Normal,158000
+855,20,RL,102,17920,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,4,1955,1974,Hip,CompShg,Wd Sdng,Plywood,None,0,TA,TA,CBlock,TA,TA,Mn,ALQ,306,Rec,1085,372,1763,GasA,TA,Y,SBrkr,1779,0,0,1779,1,0,1,1,3,1,TA,6,Typ,1,Gd,Attchd,1955,Unf,2,454,TA,TA,Y,0,418,0,0,312,0,NA,NA,NA,0,7,2006,WD,Abnorml,170000
+856,20,RL,NA,6897,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,8,1962,2010,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,CBlock,TA,TA,No,ALQ,659,Unf,0,381,1040,GasA,Ex,Y,SBrkr,1040,0,0,1040,1,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1962,Unf,1,260,TA,TA,Y,0,104,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,127000
+857,80,RL,NA,10970,Pave,NA,IR1,Low,AllPub,Inside,Mod,CollgCr,Norm,Norm,1Fam,SLvl,6,6,1978,1978,Gable,CompShg,Plywood,HdBoard,None,0,TA,TA,CBlock,Gd,Gd,Gd,GLQ,505,LwQ,435,0,940,GasA,TA,Y,SBrkr,1026,0,0,1026,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1981,Unf,2,576,TA,Fa,Y,0,0,34,0,0,0,NA,MnPrv,NA,0,10,2008,WD,Normal,147000
+858,60,RL,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1994,1995,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,702,702,GasA,Gd,Y,SBrkr,702,779,0,1481,0,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1994,Fin,2,343,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,174000
+859,20,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,7,5,1976,1976,Gable,CompShg,HdBoard,HdBoard,BrkFace,189,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1090,1090,GasA,TA,Y,SBrkr,1370,0,0,1370,0,0,2,0,3,1,TA,6,Typ,1,TA,Attchd,1976,RFn,2,479,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2009,WD,Family,152000
+860,60,RL,NA,11029,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,PosA,Norm,1Fam,2Story,6,7,1968,1984,Gable,CompShg,HdBoard,HdBoard,BrkFace,220,TA,TA,CBlock,TA,TA,Mn,BLQ,619,Unf,0,435,1054,GasA,TA,Y,SBrkr,1512,1142,0,2654,1,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,1968,Unf,2,619,TA,TA,Y,0,65,0,0,222,0,NA,NA,NA,0,8,2006,WD,Normal,250000
+861,50,RL,55,7642,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,7,8,1918,1998,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,912,912,GasA,Gd,Y,SBrkr,912,514,0,1426,0,0,1,1,3,1,Gd,7,Typ,1,Gd,Detchd,1925,Unf,1,216,TA,TA,Y,0,240,0,0,0,0,NA,GdPrv,NA,0,6,2007,WD,Normal,189950
+862,190,RL,75,11625,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,2fmCon,1Story,5,4,1965,1965,Hip,CompShg,Plywood,HdBoard,None,0,TA,TA,PConc,TA,TA,Mn,BLQ,841,Unf,0,198,1039,GasA,Ex,Y,SBrkr,1039,0,0,1039,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1965,Unf,2,504,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,131500
+863,20,RL,81,9672,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,1Story,6,5,1984,1985,Hip,CompShg,HdBoard,Plywood,None,0,TA,TA,PConc,Gd,TA,No,GLQ,338,Unf,0,702,1040,GasA,TA,Y,SBrkr,1097,0,0,1097,0,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1986,Unf,2,480,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,5,2010,WD,Normal,152000
+864,20,RL,70,7931,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1959,1959,Hip,CompShg,BrkFace,Plywood,None,0,TA,TA,CBlock,TA,TA,No,BLQ,1148,Unf,0,0,1148,GasA,TA,Y,SBrkr,1148,0,0,1148,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,Unf,1,672,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,7,2009,WD,Normal,132500
+865,20,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1372,1372,GasA,Ex,Y,SBrkr,1372,0,0,1372,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2008,Fin,2,529,TA,TA,Y,0,140,0,0,0,0,NA,NA,NA,0,5,2008,New,Partial,250580
+866,20,RL,NA,8750,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1970,1970,Gable,CompShg,MetalSd,MetalSd,BrkFace,76,TA,TA,CBlock,TA,TA,No,BLQ,828,Unf,0,174,1002,GasA,TA,Y,SBrkr,1002,0,0,1002,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1973,Unf,2,902,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2009,WD,Normal,148500
+867,20,RL,67,10656,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,Stone,274,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1638,1638,GasA,Ex,Y,SBrkr,1646,0,0,1646,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2007,RFn,3,870,TA,TA,Y,192,80,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial,248900
+868,20,RL,85,6970,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,4,5,1961,1961,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,932,Unf,0,108,1040,GasA,TA,Y,SBrkr,1120,0,0,1120,1,0,1,1,3,1,Fa,5,Typ,0,NA,Attchd,1961,RFn,2,544,TA,TA,Y,168,0,0,0,0,0,NA,NA,Shed,400,5,2007,WD,Normal,129000
+869,60,RL,NA,14762,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,Gilbert,Feedr,Norm,1Fam,2Story,5,6,1948,1950,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,SBrkr,1547,720,53,2320,0,0,2,0,2,1,TA,7,Typ,1,TA,Attchd,1979,Unf,2,672,TA,TA,P,120,144,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,169000
+870,60,RL,80,9938,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1993,1994,Gable,CompShg,MetalSd,MetalSd,BrkFace,246,Gd,TA,PConc,Gd,TA,No,GLQ,750,Unf,0,300,1050,GasA,Ex,Y,SBrkr,1062,887,0,1949,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1993,Fin,2,574,TA,TA,Y,156,90,0,0,0,0,NA,GdPrv,NA,0,6,2010,WD,Normal,236000
+871,20,RL,60,6600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,PosN,Norm,1Fam,1Story,5,5,1962,1962,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,894,894,GasA,Gd,N,SBrkr,894,0,0,894,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1962,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,109500
+872,60,RL,70,8750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,116,TA,TA,PConc,Gd,TA,No,GLQ,505,Unf,0,299,804,GasA,Ex,Y,SBrkr,804,878,0,1682,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1998,RFn,2,523,TA,TA,Y,0,77,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,200500
+873,20,RL,74,8892,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1953,1996,Gable,CompShg,WdShing,Wd Shng,None,0,Gd,TA,Stone,TA,TA,Av,Unf,0,Unf,0,105,105,GasA,Gd,Y,SBrkr,910,0,0,910,0,0,1,0,3,1,Gd,5,Typ,0,NA,Attchd,1953,Unf,2,414,TA,TA,Y,196,0,150,0,0,0,NA,GdWo,NA,0,10,2008,WD,Normal,116000
+874,40,RL,60,12144,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1949,1950,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,TA,TA,No,Rec,375,Unf,0,457,832,GasA,Gd,Y,SBrkr,1036,0,232,1268,0,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1949,Unf,1,288,TA,TA,Y,0,28,0,0,0,0,NA,NA,Othr,0,9,2009,WD,Normal,133000
+875,50,RM,52,5720,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,5,6,1941,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,676,676,GasA,Ex,Y,SBrkr,676,455,0,1131,0,0,1,1,3,1,TA,5,Typ,0,NA,Detchd,1941,Unf,1,200,TA,TA,Y,26,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Abnorml,66500
+876,60,FV,75,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2007,2007,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,64,Unf,0,1120,1184,GasA,Ex,Y,SBrkr,1184,1426,0,2610,0,0,2,1,4,1,Ex,11,Typ,1,Gd,BuiltIn,2007,Fin,2,550,TA,TA,Y,208,364,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial,303477
+877,20,RL,94,25286,Pave,NA,Reg,HLS,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,4,5,1963,1963,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,PConc,TA,TA,Gd,ALQ,633,Unf,0,431,1064,GasA,Gd,Y,SBrkr,1040,0,0,1040,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1963,Unf,2,648,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal,132250
+878,60,RL,74,8834,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,Stone,216,Gd,TA,PConc,Ex,TA,No,GLQ,1170,Unf,0,292,1462,GasA,Ex,Y,SBrkr,1462,762,0,2224,1,0,2,1,4,1,Ex,10,Typ,1,Gd,Attchd,2004,Fin,3,738,TA,TA,Y,184,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,350000
+879,85,RL,88,11782,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SFoyer,5,7,1961,1995,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,899,Unf,0,210,1109,GasA,TA,Y,SBrkr,1155,0,0,1155,1,0,1,0,3,1,Gd,6,Min2,0,NA,Detchd,1987,Unf,2,576,TA,TA,Y,192,0,0,0,0,0,NA,MnPrv,Shed,400,6,2010,WD,Normal,148000
+880,20,RL,NA,7000,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,8,1978,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,90,Gd,Gd,CBlock,TA,TA,No,ALQ,646,Unf,0,218,864,GasA,Ex,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1978,Unf,1,336,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal,136500
+881,20,RL,60,7024,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Ex,Gd,No,ALQ,980,Unf,0,110,1090,GasA,Gd,Y,SBrkr,1090,0,0,1090,1,0,1,1,2,1,TA,5,Typ,0,NA,Attchd,2005,Fin,2,450,TA,TA,Y,0,49,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,157000
+882,50,RL,44,13758,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Timber,Norm,Norm,1Fam,1.5Fin,7,5,1990,1991,Gable,CompShg,HdBoard,HdBoard,BrkFace,117,Gd,Gd,CBlock,Gd,TA,Mn,LwQ,902,Unf,0,254,1156,GasA,Ex,Y,SBrkr,1187,530,0,1717,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1990,RFn,2,400,TA,TA,Y,168,36,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,187500
+883,60,RL,NA,9636,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1992,1993,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,808,808,GasA,Gd,Y,SBrkr,808,785,0,1593,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1993,RFn,2,389,TA,TA,Y,342,40,0,0,0,0,NA,MnPrv,NA,0,12,2009,WD,Normal,178000
+884,75,RL,60,6204,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,2.5Fin,4,5,1912,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,PConc,TA,Fa,No,Unf,0,Unf,0,795,795,GasA,TA,N,SBrkr,954,795,481,2230,1,0,1,0,5,1,TA,10,Typ,0,NA,Detchd,1997,Unf,1,440,TA,Gd,Y,0,188,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,118500
+885,20,RL,65,7150,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1967,1967,Gable,CompShg,HdBoard,HdBoard,BrkFace,60,TA,TA,CBlock,TA,TA,No,BLQ,432,Unf,0,460,892,GasA,TA,Y,SBrkr,892,0,0,892,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1967,RFn,1,288,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal,100000
+886,120,FV,50,5119,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,9,5,1999,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,60,Gd,TA,PConc,Ex,TA,Av,GLQ,1238,Unf,0,460,1698,GasA,Ex,Y,SBrkr,1709,0,0,1709,1,0,2,0,2,1,Gd,5,Typ,1,TA,Attchd,1999,Fin,2,506,TA,TA,Y,97,65,0,0,0,0,NA,NA,NA,0,1,2008,CWD,Abnorml,328900
+887,90,RL,70,8393,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1959,2005,Gable,CompShg,MetalSd,MetalSd,BrkFace,122,TA,TA,CBlock,TA,TA,No,LwQ,528,Unf,0,1098,1626,GasA,Ex,Y,SBrkr,1712,0,0,1712,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,2005,Fin,2,588,TA,TA,Y,272,54,0,0,0,0,NA,NA,NA,0,6,2006,WD,Family,145000
+888,50,RL,59,16466,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,7,1955,1955,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,PConc,TA,TA,No,Unf,0,Unf,0,816,816,GasA,TA,Y,SBrkr,872,521,0,1393,0,0,1,1,3,1,TA,8,Typ,0,NA,Attchd,1955,Unf,1,300,TA,TA,Y,121,0,0,0,265,0,NA,NA,NA,0,4,2008,WD,Normal,135500
+889,20,RL,95,15865,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,NAmes,Norm,Norm,1Fam,1Story,8,6,1970,1970,Flat,Tar&Grv,Wd Sdng,Wd Sdng,None,0,Gd,Gd,PConc,TA,Gd,Gd,ALQ,351,Rec,823,1043,2217,GasA,Ex,Y,SBrkr,2217,0,0,2217,1,0,2,0,4,1,Gd,8,Typ,1,TA,Attchd,1970,Unf,2,621,TA,TA,Y,81,207,0,0,224,0,NA,NA,NA,0,10,2007,WD,Normal,268000
+890,20,RL,128,12160,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,6,4,1953,1953,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,90,TA,TA,CBlock,TA,TA,No,BLQ,1024,Unf,0,481,1505,GasA,Ex,Y,SBrkr,1505,0,0,1505,1,0,1,0,2,1,TA,6,Typ,1,TA,Attchd,1953,RFn,2,505,TA,TA,Y,0,0,0,162,0,0,NA,NA,NA,0,2,2009,WD,Normal,149500
+891,50,RL,60,8064,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,5,7,1949,2006,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,Mn,Unf,0,Unf,0,672,672,GasA,Ex,Y,SBrkr,672,252,0,924,0,0,1,0,3,1,TA,6,Typ,1,Po,Detchd,2003,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,Shed,2000,7,2007,WD,Normal,122900
+892,60,RL,70,11184,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,2Story,6,5,1978,1978,Hip,CompShg,HdBoard,HdBoard,BrkFace,92,TA,TA,CBlock,TA,TA,No,LwQ,226,Rec,500,192,918,GasA,Gd,Y,SBrkr,918,765,0,1683,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1978,RFn,2,440,TA,TA,Y,243,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,172500
+893,20,RL,70,8414,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,6,8,1963,2003,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,GLQ,663,Unf,0,396,1059,GasA,TA,Y,SBrkr,1068,0,0,1068,0,1,1,0,3,1,TA,6,Typ,0,NA,Attchd,1963,RFn,1,264,TA,TA,Y,192,0,0,0,0,0,NA,MnPrv,NA,0,2,2006,WD,Normal,154500
+894,20,RL,NA,13284,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,PosN,Norm,1Fam,1Story,5,5,1954,1954,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,TA,PConc,Gd,TA,Mn,BLQ,1064,Unf,0,319,1383,GasA,TA,Y,SBrkr,1383,0,0,1383,1,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1954,Unf,1,354,TA,TA,Y,511,116,0,0,0,0,NA,GdPrv,NA,0,6,2008,WD,Normal,165000
+895,90,RL,64,7018,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SawyerW,Norm,Norm,Duplex,1Story,5,5,1979,1979,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1535,0,0,1535,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1979,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Alloca,118858
+896,60,RL,71,7056,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,5,1963,1963,Hip,CompShg,HdBoard,HdBoard,BrkFace,415,TA,TA,CBlock,TA,TA,No,BLQ,400,Unf,0,380,780,GasA,TA,Y,SBrkr,983,813,0,1796,1,0,1,1,4,1,TA,8,Typ,1,TA,Attchd,1963,RFn,2,483,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,140000
+897,30,RM,50,8765,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,6,1936,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,285,Unf,0,666,951,GasA,Ex,N,SBrkr,951,0,0,951,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1936,Unf,1,327,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,4,2006,WD,Abnorml,106500
+898,90,RL,64,7018,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Feedr,Norm,Duplex,2Story,5,5,1979,1979,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1120,1120,0,2240,0,0,2,0,6,2,TA,12,Typ,0,NA,Detchd,1979,Unf,2,528,TA,TA,Y,154,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Alloca,142953
+899,20,RL,100,12919,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2009,2010,Hip,CompShg,VinylSd,VinylSd,Stone,760,Ex,TA,PConc,Ex,TA,Gd,GLQ,2188,Unf,0,142,2330,GasA,Ex,Y,SBrkr,2364,0,0,2364,1,0,2,1,2,1,Ex,11,Typ,2,Gd,Attchd,2009,Fin,3,820,TA,TA,Y,0,67,0,0,0,0,NA,NA,NA,0,3,2010,New,Partial,611657
+900,20,RL,65,6993,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,7,1961,1994,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,BLQ,465,Unf,0,447,912,GasA,TA,Y,SBrkr,1236,0,0,1236,0,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1961,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,135000
+901,20,RL,NA,7340,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1971,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,322,Unf,0,536,858,GasA,TA,Y,SBrkr,858,0,0,858,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1979,Unf,1,684,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,110000
+902,20,RL,64,8712,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1957,2000,Hip,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,Mn,BLQ,860,Unf,0,132,992,GasA,TA,Y,SBrkr,1306,0,0,1306,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1968,Unf,1,756,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,153000
+903,60,RL,63,7875,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,783,783,GasA,Ex,Y,SBrkr,807,702,0,1509,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2003,Fin,2,393,TA,TA,Y,0,75,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,180000
+904,20,RL,50,14859,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,27,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1670,1670,GasA,Ex,Y,SBrkr,1670,0,0,1670,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,690,TA,TA,Y,144,60,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial,240000
+905,20,RL,NA,6173,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1967,1967,Gable,CompShg,HdBoard,Wd Sdng,BrkFace,75,TA,TA,CBlock,TA,TA,No,GLQ,599,Unf,0,277,876,GasA,TA,Y,SBrkr,902,0,0,902,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1967,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2007,WD,Normal,125500
+906,20,RL,80,9920,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1954,1954,Gable,CompShg,HdBoard,HdBoard,Stone,110,TA,TA,CBlock,TA,TA,No,Rec,354,LwQ,290,412,1056,GasA,TA,Y,SBrkr,1063,0,0,1063,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1954,RFn,1,280,TA,TA,Y,0,0,164,0,0,0,NA,MnPrv,NA,0,2,2010,WD,Normal,128000
+907,20,RL,116,13501,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,208,Gd,TA,PConc,Gd,TA,No,GLQ,63,Unf,0,1560,1623,GasA,Ex,Y,SBrkr,1636,0,0,1636,1,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2006,RFn,3,865,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,255000
+908,50,RL,86,11500,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,7,7,1936,1987,Gable,CompShg,BrkFace,BrkFace,None,0,Gd,TA,CBlock,Gd,TA,No,Rec,223,Unf,0,794,1017,GasA,Gd,Y,SBrkr,1020,1037,0,2057,0,0,1,1,3,1,Gd,6,Typ,1,Gd,Attchd,1936,Fin,1,180,Fa,TA,Y,0,0,0,0,322,0,NA,NA,NA,0,6,2006,WD,Normal,250000
+909,20,RL,NA,8885,Pave,NA,IR1,Low,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,5,5,1983,1983,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Av,BLQ,301,ALQ,324,239,864,GasA,TA,Y,SBrkr,902,0,0,902,1,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1983,Unf,2,484,TA,TA,Y,164,0,0,0,0,0,NA,MnPrv,NA,0,6,2006,WD,Normal,131000
+910,60,RL,149,12589,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,742,742,GasA,Ex,Y,SBrkr,742,742,0,1484,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2005,Fin,2,390,TA,TA,Y,36,24,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,174000
+911,90,RL,80,11600,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,Duplex,2Story,5,5,1960,1960,Gable,CompShg,MetalSd,MetalSd,BrkFace,361,TA,TA,CBlock,TA,TA,No,Rec,443,Unf,0,662,1105,GasA,TA,Y,FuseA,1105,1169,0,2274,0,0,2,0,5,2,TA,12,Typ,0,NA,Detchd,1960,Unf,2,480,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2010,WD,Normal,154300
+912,20,RL,NA,9286,Pave,NA,IR1,Lvl,AllPub,CulDSac,Mod,CollgCr,Norm,Norm,1Fam,1Story,5,7,1977,1989,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,Gd,Gd,Av,ALQ,196,Unf,0,1072,1268,GasA,TA,Y,SBrkr,1268,0,0,1268,0,0,1,1,3,1,Gd,5,Typ,0,NA,Detchd,1978,Unf,1,252,TA,TA,Y,173,0,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,143500
+913,30,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,7,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Rec,489,Unf,0,279,768,GasA,TA,N,SBrkr,1015,0,0,1015,0,0,1,0,3,1,TA,6,Min1,0,NA,Detchd,1925,Unf,1,450,TA,TA,Y,0,0,112,0,120,0,NA,MnPrv,Shed,620,7,2006,WD,Abnorml,88000
+914,90,RH,82,6270,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,Duplex,2Story,5,6,1949,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,284,Unf,0,717,1001,GasA,TA,N,FuseA,1001,1001,0,2002,0,0,2,0,4,2,TA,8,Typ,0,NA,2Types,1949,Unf,3,871,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,145000
+915,160,FV,30,3000,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,6,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,Stone,76,Gd,TA,PConc,Gd,TA,Av,GLQ,294,Unf,0,318,612,GasA,Ex,Y,SBrkr,612,612,0,1224,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2009,RFn,2,528,TA,TA,Y,0,234,0,0,0,0,NA,NA,NA,0,6,2009,New,Partial,173733
+916,160,RM,21,2001,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,2Story,4,5,1970,1970,Gable,CompShg,CemntBd,CmentBd,BrkFace,80,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,546,546,GasA,Fa,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1970,Unf,1,286,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,1,2007,WD,Normal,75000
+917,20,C (all),50,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,2,3,1949,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,50,Unf,0,430,480,GasA,TA,N,FuseA,480,0,0,480,1,0,0,0,1,1,TA,4,Typ,0,NA,Detchd,1958,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,Abnorml,35311
+918,20,RL,NA,17140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,6,1956,1956,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,1059,Unf,0,75,1134,GasA,Ex,Y,FuseA,1229,0,0,1229,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1956,RFn,1,284,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,135000
+919,60,RL,103,13125,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1991,1991,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Ex,TA,Mn,BLQ,48,GLQ,634,422,1104,GasA,Ex,Y,SBrkr,912,1215,0,2127,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1991,RFn,3,833,TA,TA,Y,72,192,224,0,0,0,NA,GdPrv,NA,0,11,2007,WD,Normal,238000
+920,20,RL,87,11029,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,8,1958,2002,Hip,CompShg,MetalSd,MetalSd,None,0,Ex,TA,CBlock,Gd,TA,No,ALQ,528,BLQ,411,245,1184,GasA,Ex,Y,SBrkr,1414,0,0,1414,1,0,1,0,3,1,TA,6,Min1,1,TA,Attchd,1990,Unf,2,601,TA,TA,Y,0,51,0,0,190,0,NA,NA,NA,0,5,2008,WD,Normal,176500
+921,60,RL,70,8462,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1994,1994,Gable,CompShg,HdBoard,HdBoard,BrkFace,105,Gd,Gd,PConc,Gd,Gd,No,GLQ,814,Unf,0,114,928,GasA,Ex,Y,SBrkr,936,785,0,1721,0,1,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1994,RFn,2,471,TA,TA,Y,300,87,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,201000
+922,90,RL,67,8777,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Feedr,Norm,Duplex,1.5Fin,5,7,1900,2003,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,1084,Unf,0,188,1272,GasA,Gd,Y,SBrkr,1272,928,0,2200,2,0,2,2,4,2,TA,9,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,70,0,0,0,0,NA,GdPrv,NA,0,9,2008,WD,Normal,145900
+923,20,RL,65,10237,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,1Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,28,Unf,0,1288,1316,GasA,Ex,Y,SBrkr,1316,0,0,1316,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2005,Fin,2,397,TA,TA,Y,100,0,0,23,0,0,NA,NA,NA,0,10,2006,New,Partial,169990
+924,120,RL,50,8012,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1993,1994,Gable,CompShg,Plywood,Plywood,None,0,Gd,TA,PConc,Gd,TA,No,LwQ,165,GLQ,841,598,1604,GasA,Ex,Y,SBrkr,1617,0,0,1617,1,0,2,0,2,1,Gd,5,Typ,1,Fa,Attchd,1993,RFn,2,533,TA,TA,Y,0,69,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,193000
+925,20,RL,79,10240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1980,1980,Gable,CompShg,Plywood,Plywood,BrkFace,157,TA,Gd,CBlock,Gd,TA,No,BLQ,625,LwQ,1061,0,1686,GasA,TA,Y,SBrkr,1686,0,0,1686,1,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1980,Unf,2,612,TA,TA,Y,384,131,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,207500
+926,20,RL,NA,15611,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1Story,5,6,1977,1977,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,ALQ,767,LwQ,93,266,1126,GasA,TA,Y,SBrkr,1126,0,0,1126,0,1,2,0,3,1,Ex,6,Typ,0,NA,Attchd,1977,RFn,2,540,TA,TA,Y,180,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Abnorml,175000
+927,60,RL,93,11999,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2003,2004,Hip,CompShg,VinylSd,VinylSd,BrkFace,340,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1181,1181,GasA,Ex,Y,SBrkr,1234,1140,0,2374,0,0,2,1,4,1,Ex,10,Typ,1,Gd,BuiltIn,2003,Fin,3,656,TA,TA,Y,104,100,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,285000
+928,60,RL,NA,9900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Feedr,Norm,1Fam,2Story,7,5,1968,1968,Gable,CompShg,MetalSd,MetalSd,BrkFace,342,TA,TA,CBlock,TA,TA,No,BLQ,552,Unf,0,280,832,GasA,Gd,Y,SBrkr,1098,880,0,1978,0,0,2,1,4,1,TA,9,Typ,1,Gd,Attchd,1968,RFn,2,486,TA,TA,Y,0,43,0,0,0,0,NA,GdPrv,NA,0,4,2008,WD,Normal,176000
+929,20,RL,NA,11838,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2001,2001,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1753,1753,GasA,Ex,Y,SBrkr,1788,0,0,1788,0,0,2,0,3,1,Ex,7,Typ,1,TA,Attchd,2001,RFn,2,522,TA,TA,Y,202,151,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,236500
+930,60,RL,NA,13006,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1997,1997,Gable,CompShg,HdBoard,HdBoard,BrkFace,285,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,964,964,GasA,Gd,Y,SBrkr,993,1243,0,2236,0,0,2,1,4,1,Gd,8,Typ,1,TA,BuiltIn,1997,Fin,2,642,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal,222000
+931,20,RL,73,8925,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,16,Unf,0,1450,1466,GasA,Ex,Y,SBrkr,1466,0,0,1466,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Fin,3,610,TA,TA,Y,100,18,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,201000
+932,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1965,1965,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,338,Rec,466,121,925,GasA,Ex,Y,SBrkr,925,0,0,925,0,1,1,0,2,1,TA,5,Typ,0,NA,Detchd,1965,Unf,1,429,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,7,2009,WD,Normal,117500
+933,20,RL,84,11670,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Somerst,RRNn,Norm,1Fam,1Story,9,5,2006,2006,Hip,CompShg,VinylSd,ImStucc,Stone,302,Ex,TA,PConc,Ex,Gd,No,Unf,0,Unf,0,1905,1905,GasA,Ex,Y,SBrkr,1905,0,0,1905,0,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2006,Fin,3,788,TA,TA,Y,0,191,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,320000
+934,20,RL,63,8487,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,210,Gd,TA,PConc,Gd,TA,Av,GLQ,20,Unf,0,1480,1500,GasA,Ex,Y,SBrkr,1500,0,0,1500,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2004,RFn,2,570,TA,TA,Y,192,36,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,190000
+935,20,RL,313,27650,Pave,NA,IR2,HLS,AllPub,Inside,Mod,NAmes,PosA,Norm,1Fam,1Story,7,7,1960,2007,Flat,Tar&Grv,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Gd,TA,Gd,GLQ,425,Unf,0,160,585,GasA,Ex,Y,SBrkr,2069,0,0,2069,1,0,2,0,4,1,Gd,9,Typ,1,Gd,Attchd,1960,RFn,2,505,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,242000
+936,30,RL,52,5825,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,4,5,1926,1953,Gable,CompShg,MetalSd,MetalSd,BrkFace,108,TA,Gd,PConc,Fa,TA,Mn,Unf,0,Unf,0,600,600,GasA,Gd,Y,SBrkr,747,0,0,747,0,0,1,0,1,1,TA,5,Typ,0,NA,Detchd,1953,Unf,2,528,TA,TA,Y,0,0,32,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,79900
+937,20,RL,67,10083,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,GLQ,833,Unf,0,343,1176,GasA,Ex,Y,SBrkr,1200,0,0,1200,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2003,RFn,2,555,TA,TA,Y,0,41,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,184900
+938,60,RL,75,9675,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,341,Unf,0,772,1113,GasA,Ex,Y,SBrkr,1113,858,0,1971,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2005,RFn,2,689,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,253000
+939,60,RL,73,8760,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,Mn,GLQ,464,Unf,0,927,1391,GasA,Ex,Y,SBrkr,1391,571,0,1962,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2006,RFn,3,868,TA,TA,Y,0,90,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial,239799
+940,70,RL,NA,24090,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,2Story,7,7,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,Mn,Unf,0,Unf,0,1032,1032,GasA,Ex,Y,SBrkr,1207,1196,0,2403,0,0,2,0,4,1,TA,10,Typ,2,TA,Attchd,1940,Unf,1,349,TA,TA,Y,56,0,318,0,0,0,NA,NA,NA,0,6,2010,COD,Normal,244400
+941,90,RL,55,12640,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,1Story,6,5,1976,1976,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Gd,Rec,936,LwQ,396,396,1728,GasA,TA,Y,SBrkr,1728,0,0,1728,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1976,Unf,2,574,TA,TA,Y,40,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,150900
+942,60,RL,NA,8755,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Gilbert,RRNn,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,298,Gd,TA,PConc,Gd,TA,No,ALQ,772,Unf,0,220,992,GasA,Ex,Y,SBrkr,1022,1038,0,2060,1,0,2,1,3,1,Gd,8,Typ,1,TA,BuiltIn,1999,RFn,2,390,TA,TA,Y,0,0,0,168,0,0,NA,GdPrv,NA,0,6,2009,WD,Normal,214000
+943,90,RL,42,7711,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,4,3,1977,1977,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,Gd,TA,Gd,GLQ,1440,Unf,0,0,1440,GasA,TA,Y,SBrkr,1440,0,0,1440,2,0,2,0,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,321,0,0,0,0,0,NA,NA,NA,0,8,2007,Oth,Abnorml,150000
+944,90,RL,100,25000,Pave,NA,Reg,Low,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,1Story,5,4,1967,1967,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,Av,Unf,0,Unf,0,1632,1632,GasA,TA,Y,SBrkr,1632,0,0,1632,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1967,Unf,2,576,TA,TA,P,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,143000
+945,20,RL,NA,14375,Pave,NA,IR1,Lvl,NoSeWa,CulDSac,Gtl,Timber,Norm,Norm,1Fam,SLvl,6,6,1958,1958,Gable,CompShg,HdBoard,HdBoard,BrkFace,541,TA,TA,CBlock,TA,TA,No,GLQ,111,Rec,354,354,819,GasA,Gd,Y,FuseA,1344,0,0,1344,0,1,1,0,3,1,Gd,7,Typ,1,Gd,Basment,1958,RFn,2,525,TA,TA,Y,0,118,0,0,233,0,NA,NA,NA,0,1,2009,COD,Abnorml,137500
+946,50,RM,98,8820,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,6,1890,1996,Hip,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,LwQ,1088,Unf,0,0,1088,GasA,TA,Y,SBrkr,1188,561,120,1869,0,0,1,0,2,1,TA,7,Typ,0,NA,Detchd,1963,Unf,2,456,TA,TA,Y,48,0,244,0,0,0,NA,MnWw,NA,0,9,2009,WD,Normal,124900
+947,80,RL,70,8163,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,6,1959,1959,Gable,CompShg,HdBoard,HdBoard,BrkFace,128,TA,Gd,CBlock,TA,TA,Av,ALQ,748,BLQ,294,102,1144,GasA,TA,Y,SBrkr,1144,0,0,1144,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1959,RFn,1,796,TA,TA,Y,86,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,143000
+948,20,RL,85,14536,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2002,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,236,Gd,TA,PConc,Gd,TA,Av,GLQ,1300,Unf,0,316,1616,GasA,Ex,Y,SBrkr,1629,0,0,1629,1,0,2,0,3,1,Gd,9,Typ,1,Gd,Attchd,2002,Fin,3,808,TA,TA,Y,0,252,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,270000
+949,60,RL,65,14006,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,144,Gd,TA,PConc,Gd,TA,NA,Unf,0,Unf,0,936,936,GasA,Ex,Y,SBrkr,936,840,0,1776,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2002,RFn,2,474,TA,TA,Y,144,96,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal,192500
+950,20,RL,78,9360,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,7,1972,2006,Hip,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,982,Unf,0,179,1161,GasA,TA,Y,SBrkr,1381,0,0,1381,1,0,1,1,3,1,Gd,5,Typ,1,TA,Attchd,1972,RFn,2,676,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,197500
+951,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,8,1950,2002,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,398,BLQ,149,317,864,GasA,Gd,Y,SBrkr,864,0,0,864,1,0,1,0,3,1,Gd,5,Typ,0,NA,Detchd,1980,RFn,2,720,TA,TA,Y,194,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,129000
+952,20,RH,60,7800,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,1Story,5,5,1965,1965,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,641,Unf,0,187,828,GasA,Gd,Y,SBrkr,965,0,0,965,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1979,Unf,1,300,TA,TA,Y,421,0,0,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Abnorml,119900
+953,85,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,SFoyer,5,8,1972,2003,Gable,CompShg,WdShing,HdBoard,None,0,TA,Gd,CBlock,Gd,TA,Av,GLQ,660,Unf,0,108,768,GasA,Gd,Y,SBrkr,768,0,0,768,0,1,1,0,2,1,TA,5,Typ,0,NA,Detchd,1974,Fin,1,396,TA,TA,Y,192,0,0,0,0,0,NA,MnPrv,NA,0,4,2009,WD,Normal,133900
+954,60,RL,NA,11075,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,2Story,5,4,1969,1969,Gable,CompShg,HdBoard,HdBoard,BrkFace,232,TA,TA,CBlock,TA,TA,Av,ALQ,562,LwQ,193,29,784,GasA,Ex,Y,SBrkr,1168,800,0,1968,0,1,2,1,4,1,TA,7,Min2,1,Po,Attchd,1969,RFn,2,530,TA,TA,Y,305,189,0,0,0,0,NA,MnPrv,Shed,400,9,2008,WD,Normal,172000
+955,90,RL,35,9400,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,Duplex,SFoyer,6,5,1975,1975,Flat,Tar&Grv,WdShing,Plywood,BrkFace,250,TA,TA,CBlock,Gd,Gd,Gd,GLQ,945,Unf,0,0,945,GasA,TA,Y,SBrkr,980,0,0,980,0,2,2,0,4,0,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2006,WD,AdjLand,127500
+956,90,RH,82,7136,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,Duplex,2Story,6,6,1946,1950,Gable,CompShg,MetalSd,MetalSd,BrkFace,423,TA,TA,CBlock,Gd,TA,No,Rec,484,Unf,0,495,979,GasA,TA,N,FuseF,979,979,0,1958,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1946,Unf,2,492,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,145000
+957,160,RM,24,1300,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blueste,Norm,Norm,TwnhsE,2Story,6,6,1980,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,285,Unf,0,276,561,GasA,TA,Y,SBrkr,561,668,0,1229,0,0,1,1,2,1,TA,5,Typ,1,TA,Attchd,1980,Fin,2,462,TA,TA,Y,150,0,0,0,0,0,NA,GdPrv,NA,0,5,2009,WD,Normal,124000
+958,20,RL,70,7420,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1962,1962,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,417,Unf,0,640,1057,GasA,TA,Y,SBrkr,1057,0,0,1057,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1977,Fin,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,132000
+959,20,RL,65,8450,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,699,Unf,0,638,1337,GasA,Ex,Y,SBrkr,1337,0,0,1337,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2003,RFn,2,531,TA,TA,Y,0,39,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,185000
+960,160,FV,24,2572,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,1999,1999,Hip,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,ALQ,604,Unf,0,92,696,GasA,Ex,Y,SBrkr,696,720,0,1416,1,0,2,1,3,1,Gd,6,Typ,0,NA,Detchd,1999,Unf,2,484,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,155000
+961,20,RL,50,7207,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,7,1958,2008,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,Gd,CBlock,TA,TA,Gd,BLQ,696,Unf,0,162,858,GasA,Gd,Y,SBrkr,858,0,0,858,1,0,1,0,2,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,117,0,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,116500
+962,60,RL,NA,12227,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,PosN,Norm,1Fam,2Story,6,7,1977,1995,Gable,CompShg,HdBoard,HdBoard,BrkFace,424,TA,Gd,CBlock,Gd,Gd,No,ALQ,896,Unf,0,434,1330,GasA,TA,Y,SBrkr,1542,1330,0,2872,1,0,2,1,4,1,TA,11,Typ,1,TA,Attchd,1977,Fin,2,619,TA,TA,Y,550,282,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,272000
+963,160,RL,24,2308,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NPkVill,Norm,Norm,TwnhsE,2Story,6,6,1976,1976,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,556,Unf,0,248,804,GasA,TA,Y,SBrkr,804,744,0,1548,1,0,2,1,3,1,Gd,7,Typ,1,TA,Detchd,1976,Unf,2,440,TA,TA,Y,48,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,155000
+964,20,RL,122,11923,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,9,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,TA,No,Unf,0,Unf,0,1800,1800,GasA,Ex,Y,SBrkr,1800,0,0,1800,0,0,2,0,2,1,Ex,7,Typ,0,NA,Attchd,2007,Fin,2,702,TA,TA,Y,288,136,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,239000
+965,60,RL,80,11316,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,7,5,2002,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,44,Gd,TA,PConc,Gd,TA,No,GLQ,624,Unf,0,193,817,GasA,Ex,Y,SBrkr,824,1070,0,1894,1,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2002,Fin,2,510,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,214900
+966,60,RL,65,10237,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,6,5,2005,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,783,783,GasA,Ex,Y,SBrkr,783,701,0,1484,0,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2005,Fin,2,393,TA,TA,Y,0,72,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial,178900
+967,50,RL,130,9600,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,5,7,1940,1950,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,Gd,BrkTil,TA,Fa,No,Rec,428,Unf,0,300,728,GasA,Ex,Y,SBrkr,976,332,0,1308,1,0,1,1,2,1,TA,7,Min2,2,TA,Detchd,1940,Unf,1,256,TA,TA,Y,0,70,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,160000
+968,20,RL,NA,7390,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1955,1955,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,151,TA,TA,CBlock,TA,TA,No,ALQ,902,Unf,0,196,1098,GasA,TA,Y,SBrkr,1098,0,0,1098,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1955,Unf,1,260,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,135000
+969,50,RM,50,5925,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,3,6,1910,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,600,600,Grav,Fa,N,SBrkr,600,368,0,968,0,0,1,0,2,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,5,2009,WD,Abnorml,37900
+970,190,RL,75,10382,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,2fmCon,SLvl,6,5,1958,1958,Hip,CompShg,HdBoard,HdBoard,BrkFace,105,TA,Fa,CBlock,TA,TA,Gd,ALQ,513,Unf,0,75,588,GasA,TA,Y,SBrkr,1095,0,0,1095,1,0,1,0,2,1,TA,6,Typ,0,NA,Attchd,1958,RFn,1,264,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2006,ConLD,Normal,140000
+971,50,RL,60,10800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,4,4,1949,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,720,720,GasA,TA,N,FuseA,720,472,0,1192,0,0,1,1,4,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,12,2006,WD,Abnorml,135000
+972,160,RL,36,2268,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,Wd Shng,Stone,106,Gd,TA,PConc,Gd,TA,No,GLQ,567,Unf,0,197,764,GasA,Ex,Y,SBrkr,764,862,0,1626,0,0,2,0,2,1,Gd,6,Typ,0,NA,BuiltIn,2003,RFn,2,474,TA,TA,Y,0,27,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,173000
+973,120,RL,55,7892,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,TwnhsE,1Story,6,5,1979,1979,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,918,918,GasA,TA,Y,SBrkr,918,0,0,918,0,0,2,0,2,1,TA,5,Typ,1,TA,Attchd,1979,Unf,1,264,TA,TA,Y,28,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,99500
+974,20,FV,95,11639,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2007,2008,Gable,CompShg,CemntBd,CmentBd,NA,NA,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1428,1428,GasA,Ex,Y,SBrkr,1428,0,0,1428,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,Fin,2,480,TA,TA,Y,0,120,0,0,0,0,NA,NA,NA,0,12,2008,New,Partial,182000
+975,70,RL,60,11414,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,BrkSide,RRAn,Feedr,1Fam,2Story,7,8,1910,1993,Gable,CompShg,HdBoard,HdBoard,None,0,TA,Gd,BrkTil,Gd,TA,No,Unf,0,Unf,0,728,728,GasA,TA,N,SBrkr,1136,883,0,2019,0,0,1,0,3,1,Gd,8,Typ,0,NA,Detchd,1997,Unf,2,532,TA,TA,Y,509,135,0,0,0,0,NA,GdPrv,NA,0,10,2009,WD,Normal,167500
+976,160,FV,NA,2651,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,2000,2000,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,641,Unf,0,32,673,GasA,Ex,Y,SBrkr,673,709,0,1382,1,0,2,1,3,1,Gd,6,Typ,0,NA,Detchd,2000,Unf,2,490,TA,TA,Y,153,50,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,165000
+977,30,RL,51,5900,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,4,7,1923,1958,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,440,440,GasA,TA,Y,FuseA,869,0,0,869,0,0,1,0,2,1,Fa,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,85500
+978,120,FV,35,4274,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,GLQ,1106,Unf,0,135,1241,GasA,Ex,Y,SBrkr,1241,0,0,1241,1,0,1,1,1,1,Gd,4,Typ,0,NA,Attchd,2007,Fin,2,569,TA,TA,Y,0,116,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial,199900
+979,20,RL,68,9450,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,1Story,4,5,1954,1954,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,552,Unf,0,342,894,GasA,Ex,Y,SBrkr,894,0,0,894,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1999,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Abnorml,110000
+980,20,RL,80,8816,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,6,1963,1963,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,Rec,651,Unf,0,470,1121,GasA,TA,Y,SBrkr,1121,0,0,1121,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1963,Unf,2,480,TA,TA,Y,0,80,0,0,0,0,NA,MnPrv,NA,0,6,2009,WD,Normal,139000
+981,85,RL,NA,12122,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,SFoyer,7,9,1961,2007,Gable,CompShg,CemntBd,CmentBd,Stone,210,Ex,TA,CBlock,TA,TA,Av,ALQ,867,Unf,0,77,944,GasA,Gd,Y,SBrkr,999,0,0,999,1,0,1,0,3,1,Ex,6,Typ,0,NA,Attchd,1961,RFn,2,588,TA,TA,Y,144,76,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,178400
+982,60,RL,98,12203,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1999,Hip,CompShg,VinylSd,VinylSd,BrkFace,975,Gd,TA,PConc,Gd,TA,No,GLQ,854,Unf,0,371,1225,GasA,Ex,Y,SBrkr,1276,1336,0,2612,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1998,Fin,3,676,TA,TA,Y,250,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,336000
+983,20,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1266,1266,GasA,Ex,Y,SBrkr,1266,0,0,1266,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2007,Fin,2,388,TA,TA,Y,100,16,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,159895
+984,60,RL,NA,11250,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1128,1128,GasA,Ex,Y,SBrkr,1149,1141,0,2290,0,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,2002,Unf,2,779,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,255900
+985,90,RL,75,10125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,Duplex,1.5Fin,5,5,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1302,432,0,1734,0,0,2,0,4,2,Gd,8,Typ,0,NA,Attchd,1977,Unf,2,539,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,COD,Normal,126000
+986,190,RL,68,10880,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,2fmCon,1Story,5,5,1950,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,1040,Unf,0,124,1164,GasW,TA,N,SBrkr,1164,0,0,1164,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1950,Unf,1,240,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,8,2008,ConLD,Normal,125000
+987,50,RM,59,5310,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Feedr,Norm,1Fam,1.5Fin,6,8,1910,2003,Hip,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,Fa,No,Unf,0,Unf,0,485,485,GasA,Gd,Y,SBrkr,1001,634,0,1635,0,0,1,0,2,1,Gd,5,Typ,0,NA,Attchd,1950,Unf,1,255,Fa,TA,Y,394,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,117000
+988,20,RL,83,10159,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2009,2010,Hip,CompShg,VinylSd,VinylSd,Stone,450,Ex,TA,PConc,Ex,TA,Av,GLQ,1646,Unf,0,284,1930,GasA,Ex,Y,SBrkr,1940,0,0,1940,1,0,2,1,3,1,Ex,8,Typ,1,Gd,Attchd,2010,Fin,3,606,TA,TA,Y,168,95,0,0,0,0,NA,NA,NA,0,4,2010,New,Partial,395192
+989,60,RL,NA,12046,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,6,1976,1976,Gable,CompShg,Plywood,Plywood,BrkFace,298,TA,TA,CBlock,TA,TA,No,LwQ,156,Unf,0,692,848,GasA,TA,Y,SBrkr,1118,912,0,2030,0,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1976,Fin,2,551,TA,TA,Y,0,224,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,195000
+990,60,FV,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,No,Unf,0,Unf,0,770,770,GasA,Ex,Y,SBrkr,778,798,0,1576,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2006,RFn,2,614,TA,TA,Y,0,50,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial,197000
+991,60,RL,82,9452,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1997,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,423,Gd,TA,PConc,Gd,TA,No,GLQ,1074,Unf,0,322,1396,GasA,Ex,Y,SBrkr,1407,985,0,2392,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1997,Fin,3,870,TA,TA,Y,0,70,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,348000
+992,70,RM,121,17671,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,2Story,8,9,1882,1986,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,BrkTil,TA,TA,No,BLQ,216,Unf,0,700,916,GasA,Gd,Y,SBrkr,916,826,0,1742,0,0,1,1,4,1,Gd,8,Typ,1,Gd,Attchd,1925,Unf,2,424,TA,TA,P,0,169,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,168000
+993,60,RL,80,9760,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,NAmes,Norm,Norm,1Fam,2Story,6,8,1964,1993,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,340,TA,TA,CBlock,TA,TA,Gd,BLQ,536,Rec,117,169,822,GasA,Gd,Y,SBrkr,1020,831,0,1851,0,0,2,1,3,1,Gd,7,Typ,1,Fa,Attchd,1964,RFn,2,440,TA,TA,Y,239,42,0,0,0,0,NA,MnWw,NA,0,7,2007,WD,Normal,187000
+994,60,RL,68,8846,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,750,750,GasA,Ex,Y,SBrkr,750,750,0,1500,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2005,RFn,2,564,TA,TA,Y,0,35,0,0,0,0,NA,NA,NA,0,8,2006,New,Partial,173900
+995,20,RL,96,12456,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NridgHt,Norm,Norm,1Fam,1Story,10,5,2006,2007,Hip,CompShg,CemntBd,CmentBd,Stone,230,Ex,TA,PConc,Ex,TA,Gd,GLQ,1172,Unf,0,528,1700,GasA,Ex,Y,SBrkr,1718,0,0,1718,1,0,2,0,3,1,Ex,7,Typ,1,Gd,Attchd,2008,Fin,3,786,TA,TA,Y,216,48,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,337500
+996,50,RL,51,4712,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,BrkSide,Feedr,Norm,1Fam,1.5Fin,4,7,1946,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,384,Unf,0,363,747,GasA,TA,Y,SBrkr,774,456,0,1230,1,0,1,1,3,1,TA,5,Typ,0,NA,Detchd,1946,Unf,1,305,TA,TA,Y,0,57,0,0,63,0,NA,MnPrv,NA,0,8,2006,WD,Abnorml,121600
+997,20,RL,NA,10659,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1961,1961,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,915,Unf,0,135,1050,GasA,TA,Y,SBrkr,1050,0,0,1050,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1961,Unf,1,368,TA,TA,Y,0,319,0,0,0,0,NA,NA,NA,0,1,2006,COD,Normal,136500
+998,20,RL,NA,11717,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,PosA,Norm,1Fam,1Story,6,6,1970,1970,Hip,CompShg,HdBoard,HdBoard,BrkFace,571,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1442,1442,GasA,TA,Y,SBrkr,1442,0,0,1442,0,0,2,0,2,1,TA,6,Typ,1,TA,Attchd,1970,RFn,2,615,TA,TA,Y,371,0,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,185000
+999,30,RM,60,9786,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,3,4,1922,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,1007,1007,GasA,Fa,N,SBrkr,1077,0,0,1077,0,0,1,0,3,1,TA,6,Typ,1,Gd,Detchd,1922,Unf,1,210,TA,Fa,P,0,100,48,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,91000
+1000,20,RL,64,6762,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,24,Gd,TA,PConc,Gd,TA,Av,GLQ,686,Unf,0,501,1187,GasA,Ex,Y,SBrkr,1208,0,0,1208,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2006,RFn,2,632,TA,TA,Y,105,61,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,206000
+1001,20,RL,74,10206,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,3,3,1952,1952,Flat,Tar&Grv,BrkComm,Brk Cmn,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasW,Fa,N,FuseF,944,0,0,944,0,0,1,0,2,1,Fa,4,Min1,0,NA,Detchd,1956,Unf,2,528,TA,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,82000
+1002,30,RL,60,5400,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1920,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,691,691,GasA,Ex,Y,FuseA,691,0,0,691,0,0,1,0,2,1,Ex,4,Typ,0,NA,Detchd,1920,Unf,1,216,Fa,TA,N,0,20,94,0,0,0,NA,NA,NA,0,1,2007,WD,Abnorml,86000
+1003,20,RL,75,11957,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Somerst,RRAn,Norm,1Fam,1Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,53,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1550,1574,GasA,Ex,Y,SBrkr,1574,0,0,1574,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,824,TA,TA,Y,144,104,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,232000
+1004,90,RL,NA,11500,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Feedr,RRAn,Duplex,1Story,5,6,1976,1976,Gable,CompShg,VinylSd,VinylSd,BrkFace,164,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1680,1680,GasA,Fa,Y,SBrkr,1680,0,0,1680,0,0,2,0,4,2,TA,8,Typ,0,NA,Detchd,1976,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,136905
+1005,120,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,16,Gd,TA,PConc,Gd,TA,No,GLQ,16,Unf,0,1330,1346,GasA,Ex,Y,SBrkr,1504,0,0,1504,0,0,2,0,1,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,457,TA,TA,Y,156,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,181000
+1006,80,RL,65,8385,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,SLvl,5,8,1977,1977,Gable,CompShg,HdBoard,HdBoard,BrkFace,220,Gd,TA,CBlock,Gd,Gd,Av,GLQ,595,Unf,0,390,985,GasA,TA,Y,SBrkr,985,0,0,985,0,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1977,Unf,1,328,TA,TA,Y,210,0,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,149900
+1007,20,RL,NA,12155,Pave,NA,IR3,Lvl,AllPub,Inside,Gtl,NAmes,PosN,Norm,1Fam,1Story,6,3,1970,1970,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,LwQ,1237,Unf,0,420,1657,GasA,Gd,Y,SBrkr,1657,0,0,1657,0,1,2,0,3,1,TA,7,Typ,1,TA,Attchd,1970,Unf,2,484,TA,TA,Y,0,0,0,0,147,0,NA,NA,NA,0,3,2007,WD,Normal,163500
+1008,160,RM,21,2217,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,4,4,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,273,LwQ,273,0,546,GasA,TA,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1970,RFn,1,286,TA,TA,Y,238,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,88000
+1009,20,RL,43,12118,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,1Story,7,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,Stone,108,Gd,TA,PConc,Ex,TA,Mn,Unf,0,Unf,0,1710,1710,GasA,Ex,Y,SBrkr,1710,0,0,1710,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2004,Fin,2,550,TA,TA,Y,100,48,0,0,180,0,NA,NA,NA,0,4,2009,WD,Normal,240000
+1010,50,RL,60,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,5,5,1926,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Fa,BrkTil,TA,TA,No,Unf,0,Unf,0,1008,1008,GasA,Ex,Y,SBrkr,1008,0,514,1522,0,0,2,0,4,1,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,P,0,0,138,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,102000
+1011,50,RL,115,21286,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1.5Fin,5,5,1948,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,720,720,GasA,TA,Y,SBrkr,720,551,0,1271,0,0,2,0,4,1,TA,7,Typ,1,Gd,Attchd,1948,Unf,1,312,TA,TA,Y,0,0,108,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,135000
+1012,90,RL,75,9825,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Duplex,1Story,5,5,1965,1965,Hip,CompShg,AsphShn,AsphShn,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,N,SBrkr,1664,0,0,1664,0,0,2,0,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,100000
+1013,70,RL,55,10592,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,7,1923,1996,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,PConc,TA,Fa,No,Unf,0,Unf,0,602,602,GasA,TA,Y,SBrkr,900,602,0,1502,0,0,1,1,3,1,Gd,7,Typ,2,TA,Detchd,1923,Unf,1,180,TA,TA,Y,96,0,112,0,53,0,NA,NA,NA,0,8,2007,WD,Normal,165000
+1014,30,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,4,1910,2006,Hip,CompShg,MetalSd,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,ALQ,247,Rec,465,310,1022,GasW,TA,N,SBrkr,1022,0,0,1022,1,0,1,0,2,1,TA,4,Maj2,0,NA,Detchd,1956,Unf,1,280,TA,TA,Y,0,30,226,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,85000
+1015,20,RL,60,11664,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1Story,6,5,1948,1950,Gable,CompShg,MetalSd,MetalSd,BrkFace,206,TA,TA,CBlock,TA,Fa,No,BLQ,336,Unf,0,746,1082,GasA,TA,Y,SBrkr,1082,0,0,1082,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1948,Unf,1,240,TA,TA,Y,0,130,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,119200
+1016,60,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,8,6,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,643,Unf,0,167,810,GasA,Ex,Y,SBrkr,810,855,0,1665,1,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2001,Fin,2,528,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,227000
+1017,20,RL,73,11883,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,1996,1996,Hip,CompShg,VinylSd,VinylSd,BrkFace,196,Gd,TA,PConc,Gd,TA,Gd,GLQ,690,Unf,0,814,1504,GasA,Ex,Y,SBrkr,1504,0,0,1504,1,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,1996,Fin,2,478,TA,TA,Y,115,66,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,203000
+1018,120,RL,NA,5814,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1984,1984,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,Gd,TA,Av,GLQ,1036,Unf,0,184,1220,GasA,Gd,Y,SBrkr,1360,0,0,1360,1,0,1,0,1,1,Gd,4,Typ,1,Ex,Attchd,1984,RFn,2,565,TA,TA,Y,63,0,0,0,0,0,NA,NA,NA,0,8,2009,COD,Abnorml,187500
+1019,80,RL,NA,10784,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,1991,1992,Gable,CompShg,HdBoard,HdBoard,BrkFace,76,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Gd,Y,SBrkr,802,670,0,1472,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1991,RFn,2,402,TA,TA,Y,164,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,160000
+1020,120,RL,43,3013,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,145,Gd,TA,PConc,Gd,TA,Gd,GLQ,16,Unf,0,1346,1362,GasA,Ex,Y,SBrkr,1506,0,0,1506,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,Fin,2,440,TA,TA,Y,142,20,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,213490
+1021,20,RL,60,7024,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,1024,Unf,0,108,1132,GasA,Ex,Y,SBrkr,1132,0,0,1132,1,0,1,1,2,1,Gd,5,Typ,0,NA,Attchd,2005,Fin,2,451,TA,TA,Y,252,64,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,176000
+1022,20,RL,64,7406,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,84,Gd,TA,PConc,Gd,TA,Av,GLQ,684,Unf,0,515,1199,GasA,Ex,Y,SBrkr,1220,0,0,1220,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2006,RFn,2,632,TA,TA,Y,105,54,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,194000
+1023,50,RM,52,9439,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,5,1930,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,324,Unf,0,588,912,GasA,Gd,Y,FuseA,912,336,0,1248,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1957,Unf,1,160,Fa,Fa,Y,0,0,192,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,87000
+1024,120,RL,43,3182,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,14,Gd,TA,PConc,Gd,Gd,No,GLQ,16,Unf,0,1330,1346,GasA,Ex,Y,SBrkr,1504,0,0,1504,0,0,2,0,2,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,437,TA,TA,Y,156,20,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,191000
+1025,20,RL,NA,15498,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,8,6,1976,1976,Hip,WdShake,Stone,HdBoard,None,0,Gd,TA,CBlock,Gd,TA,Av,ALQ,1165,LwQ,400,0,1565,GasA,TA,Y,SBrkr,2898,0,0,2898,1,0,2,0,2,1,Gd,10,Typ,1,Gd,Attchd,1976,Fin,2,665,TA,TA,Y,0,72,174,0,0,0,NA,NA,NA,0,5,2008,COD,Abnorml,287000
+1026,20,RL,70,7700,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1972,1972,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,LwQ,138,Rec,468,276,882,GasA,TA,Y,SBrkr,882,0,0,882,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1980,Unf,2,461,TA,TA,Y,96,0,0,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Normal,112500
+1027,20,RL,73,9300,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,5,1960,1960,Gable,CompShg,MetalSd,HdBoard,BrkFace,324,TA,TA,CBlock,TA,TA,No,Rec,697,Unf,0,571,1268,GasA,TA,Y,SBrkr,1264,0,0,1264,1,0,1,0,3,1,TA,6,Typ,2,Gd,Attchd,1960,Unf,2,461,TA,TA,Y,0,0,0,0,143,0,NA,NA,NA,0,4,2010,WD,Normal,167500
+1028,20,RL,71,9520,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,338,Gd,TA,PConc,Gd,TA,Gd,GLQ,1513,Unf,0,125,1638,GasA,Ex,Y,SBrkr,1646,0,0,1646,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2008,RFn,3,800,TA,TA,Y,192,44,0,0,0,0,NA,NA,NA,0,4,2008,New,Partial,293077
+1029,50,RL,79,9492,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,5,5,1941,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,Rec,368,BLQ,41,359,768,GasA,TA,Y,SBrkr,968,408,0,1376,1,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1941,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,105000
+1030,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,7,1972,1972,Gable,CompShg,HdBoard,HdBoard,BrkFace,281,TA,TA,CBlock,TA,TA,No,BLQ,317,Unf,0,355,672,GasA,Gd,Y,SBrkr,672,546,0,1218,0,1,1,1,3,1,TA,7,Typ,0,NA,Detchd,1972,Unf,1,264,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,118000
+1031,190,RH,NA,7082,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,2fmCon,2Story,5,8,1916,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,Mn,Unf,0,Unf,0,686,686,GasA,Gd,Y,SBrkr,948,980,0,1928,0,0,2,0,5,2,TA,10,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,228,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,160000
+1032,75,RL,102,15863,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,SWISU,Norm,Norm,1Fam,2.5Fin,7,3,1920,1970,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,TA,BrkTil,TA,TA,No,GLQ,523,Unf,0,301,824,GasA,Ex,Y,SBrkr,1687,998,397,3082,1,0,2,1,5,1,TA,12,Typ,2,TA,Basment,1970,Fin,2,672,TA,TA,Y,136,63,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,197000
+1033,60,RL,NA,14541,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,7,1993,1993,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,Gd,PConc,Gd,Gd,No,GLQ,1012,Unf,0,326,1338,GasA,Ex,Y,SBrkr,1352,1168,0,2520,1,0,2,1,5,1,Gd,10,Typ,1,TA,Attchd,1993,RFn,3,796,TA,TA,Y,209,55,0,0,0,0,NA,NA,NA,0,11,2006,WD,Abnorml,310000
+1034,20,RL,NA,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,Stone,295,Gd,TA,PConc,Gd,TA,No,GLQ,986,Unf,0,668,1654,GasA,Ex,Y,SBrkr,1654,0,0,1654,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2002,Unf,3,900,TA,TA,Y,0,136,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal,230000
+1035,30,RL,50,6305,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,5,7,1938,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,PConc,Fa,Fa,No,Unf,0,Unf,0,920,920,GasA,Ex,Y,SBrkr,954,0,0,954,0,0,1,0,2,1,Fa,5,Typ,1,Gd,Basment,1938,Unf,1,240,Fa,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,6,2007,WD,Normal,119750
+1036,20,RL,NA,11500,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,3,1957,1957,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,N,SBrkr,845,0,0,845,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1957,Unf,1,290,TA,TA,N,186,0,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,84000
+1037,20,RL,89,12898,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,9,5,2007,2008,Hip,CompShg,VinylSd,VinylSd,Stone,70,Gd,TA,PConc,Ex,TA,Gd,GLQ,1022,Unf,0,598,1620,GasA,Ex,Y,SBrkr,1620,0,0,1620,1,0,2,0,2,1,Ex,6,Typ,1,Ex,Attchd,2008,Fin,3,912,TA,TA,Y,228,0,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,315500
+1038,60,RL,NA,9240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2001,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,396,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1055,1055,GasA,Ex,Y,SBrkr,1055,1208,0,2263,0,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,2001,Fin,2,905,TA,TA,Y,0,45,0,0,189,0,NA,NA,NA,0,9,2008,WD,Normal,287000
+1039,160,RM,21,1533,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,2Story,4,6,1970,2008,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,546,546,GasA,TA,Y,SBrkr,798,546,0,1344,0,0,1,1,3,1,TA,6,Typ,1,TA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,97000
+1040,180,RM,21,1477,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,SFoyer,4,4,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,509,Unf,0,121,630,GasA,TA,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,TA,3,Typ,0,NA,Attchd,1970,Unf,1,286,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,80000
+1041,20,RL,88,13125,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,4,1957,2000,Gable,CompShg,Wd Sdng,Wd Sdng,BrkCmn,67,TA,TA,CBlock,TA,TA,No,Rec,168,BLQ,682,284,1134,GasA,Ex,Y,SBrkr,1803,0,0,1803,1,0,2,0,3,1,TA,8,Maj1,1,TA,Attchd,1957,RFn,2,484,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,1,2006,WD,Normal,155000
+1042,60,RL,NA,9130,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Feedr,Norm,1Fam,2Story,6,8,1966,2000,Hip,CompShg,HdBoard,HdBoard,BrkFace,252,TA,TA,CBlock,TA,TA,No,GLQ,400,Rec,64,336,800,GasA,Gd,Y,SBrkr,800,832,0,1632,0,1,1,1,4,1,Gd,7,Typ,0,NA,Attchd,1966,Unf,2,484,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,173000
+1043,120,RL,34,5381,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,1Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,Stone,135,Gd,TA,PConc,Gd,TA,Av,ALQ,900,Unf,0,406,1306,GasA,Ex,Y,SBrkr,1306,0,0,1306,1,0,2,0,1,1,Gd,5,Typ,1,Gd,Attchd,2005,RFn,2,624,TA,TA,Y,170,63,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,196000
+1044,60,RL,86,11839,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,7,5,1990,1990,Hip,CompShg,HdBoard,HdBoard,BrkFace,99,TA,TA,PConc,Gd,TA,No,GLQ,1085,Unf,0,390,1475,GasA,Ex,Y,SBrkr,1532,797,0,2329,1,0,2,1,4,1,Gd,10,Typ,1,Ex,Attchd,1990,Unf,2,514,TA,TA,Y,192,121,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,262280
+1045,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,PosN,Norm,1Fam,1Story,8,5,1981,1981,Hip,WdShngl,BrkFace,BrkFace,None,0,Gd,TA,PConc,Gd,TA,No,ALQ,1104,Unf,0,1420,2524,GasA,TA,Y,SBrkr,2524,0,0,2524,1,0,2,1,4,1,Gd,9,Typ,1,Gd,Attchd,1981,Fin,2,542,TA,TA,Y,474,120,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal,278000
+1046,20,RL,NA,13680,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,1Fam,1Story,3,5,1955,1955,Hip,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,FuseA,1733,0,0,1733,0,0,2,0,4,1,TA,8,Min2,1,Gd,Attchd,1955,Unf,2,452,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,139600
+1047,60,RL,85,16056,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,1Fam,2Story,9,5,2005,2006,Hip,CompShg,CemntBd,CmentBd,Stone,208,Gd,TA,PConc,Ex,TA,Av,GLQ,240,Unf,0,1752,1992,GasA,Ex,Y,SBrkr,1992,876,0,2868,0,0,3,1,4,1,Ex,11,Typ,1,Gd,BuiltIn,2005,Fin,3,716,TA,TA,Y,214,108,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,556581
+1048,20,RL,57,9245,Pave,NA,IR2,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1994,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,686,Unf,0,304,990,GasA,Ex,Y,SBrkr,990,0,0,990,0,1,1,0,3,1,TA,5,Typ,0,NA,Detchd,1996,Unf,2,672,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,145000
+1049,20,RL,100,21750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,4,1960,2006,Hip,CompShg,HdBoard,HdBoard,BrkFace,75,TA,Fa,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1771,0,0,1771,0,0,1,0,3,1,TA,9,Min1,1,TA,Attchd,1960,Unf,2,336,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,11,2009,WD,Normal,115000
+1050,20,RL,60,11100,Pave,NA,Reg,Low,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,7,1946,2006,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,GasA,Ex,Y,SBrkr,930,0,0,930,0,0,1,0,2,1,Gd,6,Typ,0,NA,Detchd,1946,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Abnorml,84900
+1051,20,RL,73,8993,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1302,1302,GasA,Ex,Y,SBrkr,1302,0,0,1302,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,Fin,2,436,TA,TA,Y,0,22,0,0,0,0,NA,NA,NA,0,8,2007,New,Partial,176485
+1052,20,RL,103,11175,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1316,1316,GasA,Ex,Y,SBrkr,1316,0,0,1316,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2007,Fin,2,440,TA,TA,Y,0,20,0,0,0,0,NA,NA,NA,0,10,2007,New,Partial,200141
+1053,60,RL,100,9500,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Artery,Norm,1Fam,2Story,6,6,1964,1978,Gable,CompShg,VinylSd,VinylSd,BrkCmn,272,TA,TA,CBlock,TA,TA,No,Rec,442,Unf,0,374,816,GasA,TA,Y,SBrkr,1127,850,0,1977,0,1,1,1,4,1,TA,9,Typ,1,TA,Attchd,1964,RFn,2,540,TA,TA,Y,0,52,0,0,0,0,NA,GdPrv,NA,0,6,2007,WD,Normal,165000
+1054,20,RL,68,8562,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,1Story,5,6,1957,2002,Hip,CompShg,HdBoard,HdBoard,Stone,145,TA,TA,CBlock,TA,TA,Av,Rec,383,Unf,0,833,1216,GasA,Ex,Y,FuseA,1526,0,0,1526,0,0,1,0,4,1,TA,7,Min2,1,Gd,Basment,1957,Unf,1,364,TA,TA,Y,116,78,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,144500
+1055,60,RL,90,11367,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,210,Gd,TA,PConc,Gd,TA,Mn,GLQ,932,Unf,0,133,1065,GasA,Ex,Y,SBrkr,1091,898,0,1989,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2002,Fin,2,586,TA,TA,Y,199,60,0,0,0,0,NA,NA,NA,0,11,2006,WD,Normal,255000
+1056,20,RL,104,11361,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1976,1976,Gable,CompShg,Plywood,Plywood,BrkFace,160,TA,TA,CBlock,Gd,TA,No,ALQ,644,Unf,0,549,1193,GasA,TA,Y,SBrkr,1523,0,0,1523,0,1,2,0,3,1,TA,7,Typ,1,TA,Attchd,1976,Fin,2,478,TA,TA,Y,0,0,0,0,189,0,NA,MnPrv,NA,0,5,2008,COD,Abnorml,180000
+1057,120,RL,43,7052,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,Stone,240,Gd,TA,PConc,Gd,TA,Av,GLQ,659,Unf,0,705,1364,GasA,Ex,Y,SBrkr,1364,0,0,1364,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,2,484,TA,TA,Y,192,36,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,185850
+1058,60,RL,NA,29959,Pave,NA,IR2,Lvl,AllPub,FR2,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,6,1994,1994,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,595,Unf,0,378,973,GasA,Ex,Y,SBrkr,979,871,0,1850,0,0,2,1,3,1,Gd,7,Typ,1,Gd,BuiltIn,1994,Fin,2,467,TA,TA,Y,168,98,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,248000
+1059,60,RL,96,11308,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,9,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,154,Ex,TA,PConc,Ex,TA,Av,GLQ,936,Unf,0,168,1104,GasA,Ex,Y,SBrkr,1130,1054,0,2184,1,0,2,1,3,1,Ex,10,Typ,1,Gd,Attchd,2008,Fin,3,836,TA,TA,Y,0,102,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,335000
+1060,50,RL,NA,11275,Pave,NA,IR1,HLS,AllPub,Corner,Mod,Crawfor,Norm,Norm,1Fam,1.5Fin,6,7,1932,1950,Gable,CompShg,MetalSd,MetalSd,BrkFace,480,TA,TA,CBlock,TA,TA,Mn,Rec,297,LwQ,557,0,854,GasA,TA,Y,SBrkr,1096,895,0,1991,0,0,1,1,3,1,TA,7,Typ,1,Gd,Detchd,1977,Unf,2,432,TA,Fa,Y,0,0,19,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,220000
+1061,120,RL,41,4920,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,2001,2001,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,616,Unf,0,722,1338,GasA,Ex,Y,SBrkr,1338,0,0,1338,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2001,Fin,2,582,TA,TA,Y,0,0,170,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,213500
+1062,30,C (all),120,18000,Grvl,NA,Reg,Low,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,3,4,1935,1950,Gable,CompShg,MetalSd,MetalSd,None,0,Fa,TA,CBlock,TA,TA,No,Unf,0,Unf,0,894,894,GasA,TA,Y,SBrkr,894,0,0,894,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1994,RFn,3,1248,TA,TA,Y,0,20,0,0,0,0,NA,NA,Shed,560,8,2008,ConLD,Normal,81000
+1063,190,RM,85,13600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,5,5,1900,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,662,662,GasA,TA,N,SBrkr,1422,915,0,2337,0,0,2,0,5,2,TA,10,Min2,0,NA,Detchd,1945,Unf,2,560,TA,TA,Y,0,57,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal,90000
+1064,30,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,6,6,1925,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,TA,TA,No,BLQ,397,Unf,0,706,1103,GasA,Gd,Y,SBrkr,1103,0,0,1103,0,0,1,0,2,1,Gd,5,Typ,1,Gd,Detchd,1976,Unf,2,440,TA,TA,Y,166,120,0,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal,110500
+1065,20,RL,NA,11000,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1966,1966,Gable,CompShg,Plywood,Plywood,BrkFace,200,TA,TA,CBlock,TA,TA,Mn,BLQ,740,Rec,230,184,1154,GasA,Ex,Y,SBrkr,1154,0,0,1154,0,0,1,1,3,1,TA,6,Typ,1,Po,Attchd,1966,RFn,2,480,TA,TA,Y,0,58,0,0,0,0,NA,MnPrv,NA,0,11,2009,WD,Normal,154000
+1066,60,RL,80,14000,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,ClearCr,Norm,Norm,1Fam,2Story,7,5,1996,1997,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,PConc,Ex,TA,Gd,GLQ,1201,Unf,0,105,1306,GasA,Ex,Y,SBrkr,1306,954,0,2260,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1996,RFn,2,533,TA,TA,Y,296,44,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,328000
+1067,60,RL,59,7837,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,7,1993,1994,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,799,799,GasA,Gd,Y,SBrkr,799,772,0,1571,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1993,RFn,2,380,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,178000
+1068,60,RL,80,9760,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,NAmes,Norm,Norm,1Fam,2Story,6,6,1964,1964,Gable,CompShg,HdBoard,HdBoard,BrkFace,360,TA,TA,CBlock,TA,TA,Gd,GLQ,674,LwQ,106,0,780,GasA,TA,Y,SBrkr,798,813,0,1611,1,0,1,1,4,1,TA,7,Typ,0,NA,Attchd,1964,RFn,2,442,TA,TA,Y,328,128,0,0,189,0,NA,NA,NA,0,6,2008,WD,Normal,167900
+1069,160,RM,42,3964,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,6,4,1973,1973,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,837,Unf,0,105,942,GasA,Gd,Y,SBrkr,1291,1230,0,2521,1,0,2,1,5,1,TA,10,Maj1,1,Gd,Attchd,1973,Fin,2,576,TA,TA,Y,728,20,0,0,0,0,NA,GdPrv,NA,0,6,2006,WD,Normal,151400
+1070,45,RL,60,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Unf,5,7,1949,2003,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,220,Unf,0,625,845,GasA,TA,Y,SBrkr,893,0,0,893,0,1,1,0,2,1,Gd,4,Typ,0,NA,Detchd,1985,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,135000
+1071,20,RL,72,10152,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1956,1956,Hip,CompShg,MetalSd,MetalSd,BrkFace,120,TA,TA,CBlock,TA,TA,No,BLQ,586,Unf,0,462,1048,GasA,TA,Y,SBrkr,1048,0,0,1048,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1956,Unf,1,286,TA,TA,Y,0,20,0,0,192,0,NA,NA,NA,0,6,2007,WD,Normal,135000
+1072,60,RL,78,11700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,2Story,6,6,1968,1968,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,298,Unf,0,429,727,GasA,Ex,Y,SBrkr,829,727,0,1556,0,0,1,1,4,1,TA,8,Typ,0,NA,Attchd,1968,Unf,2,441,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,154000
+1073,50,RL,50,7585,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Artery,Norm,1Fam,1.5Fin,5,3,1948,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,Fa,Fa,Mn,Unf,0,Unf,0,810,810,GasA,Fa,Y,FuseA,1002,454,0,1456,1,1,1,0,4,1,TA,7,Typ,1,TA,Detchd,1954,Unf,1,280,TA,TA,P,0,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,91500
+1074,60,RL,75,7950,Pave,NA,IR1,Bnk,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,2Story,6,6,1977,1977,Hip,CompShg,HdBoard,Plywood,BrkFace,140,TA,TA,CBlock,TA,TA,No,BLQ,535,Unf,0,155,690,GasA,TA,Y,SBrkr,698,728,0,1426,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1977,Fin,2,440,TA,TA,Y,252,0,0,0,0,0,NA,MnPrv,NA,0,7,2009,WD,Normal,159500
+1075,20,RL,74,8556,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1240,1240,GasA,Ex,Y,SBrkr,1240,0,0,1240,0,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2006,RFn,3,826,TA,TA,Y,140,93,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,194000
+1076,70,RL,75,13125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,6,1940,1984,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,410,Unf,0,390,800,GasA,TA,Y,SBrkr,960,780,0,1740,0,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1940,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,CWD,Normal,219500
+1077,50,RL,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,8,1936,1989,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,Fa,TA,No,ALQ,626,Unf,0,170,796,GasA,Gd,Y,SBrkr,1096,370,0,1466,0,1,2,0,3,1,Gd,7,Min1,1,TA,Attchd,1950,Unf,2,566,TA,TA,Y,436,21,0,0,0,0,NA,NA,Shed,500,4,2006,WD,Normal,170000
+1078,20,RL,NA,15870,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1969,1969,Gable,CompShg,VinylSd,Plywood,None,0,TA,TA,CBlock,TA,TA,Mn,BLQ,75,Rec,791,230,1096,GasA,Ex,Y,SBrkr,1096,0,0,1096,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1969,Fin,1,299,TA,TA,Y,240,32,0,0,0,0,NA,NA,NA,0,3,2006,WD,Abnorml,138800
+1079,120,RM,37,4435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,169,Gd,TA,PConc,Gd,TA,Mn,GLQ,662,Unf,0,186,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,1,Gd,Attchd,2004,RFn,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,155900
+1080,20,RL,65,8775,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1994,1994,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,495,Unf,0,495,990,GasA,Gd,Y,SBrkr,990,0,0,990,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1996,Unf,1,299,TA,TA,Y,0,64,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,126000
+1081,20,RL,80,11040,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,7,1971,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,144,Gd,Gd,CBlock,TA,TA,No,ALQ,656,Unf,0,602,1258,GasA,Ex,Y,SBrkr,1258,0,0,1258,0,1,2,0,3,1,Gd,5,Typ,0,NA,Attchd,1971,RFn,2,528,TA,TA,Y,55,0,0,216,0,0,NA,NA,NA,0,10,2008,COD,Abnorml,145000
+1082,20,RL,75,7500,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,5,1963,1963,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,824,Unf,0,216,1040,GasA,Fa,Y,SBrkr,1040,0,0,1040,1,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1963,Fin,1,308,TA,TA,Y,0,0,220,0,0,0,NA,MnPrv,NA,0,6,2010,WD,Normal,133000
+1083,20,RL,70,8749,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,100,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1459,1459,GasA,Ex,Y,SBrkr,1459,0,0,1459,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2002,RFn,2,527,TA,TA,Y,192,39,0,0,0,0,NA,NA,NA,0,9,2007,WD,Normal,192000
+1084,20,RL,80,8800,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1964,1964,Hip,CompShg,HdBoard,HdBoard,BrkFace,425,TA,TA,CBlock,TA,TA,No,BLQ,553,Unf,0,698,1251,GasA,TA,Y,SBrkr,1251,0,0,1251,1,0,1,0,3,1,TA,6,Typ,2,Gd,Attchd,1964,RFn,1,461,TA,TA,Y,0,116,0,0,0,0,NA,MnPrv,Shed,700,3,2006,WD,Normal,160000
+1085,60,RL,NA,13031,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1995,1996,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,ALQ,592,Unf,0,99,691,GasA,Gd,Y,SBrkr,691,807,0,1498,0,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1995,Fin,2,409,TA,TA,Y,315,44,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,187500
+1086,85,RL,73,9069,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,SFoyer,6,6,1992,1992,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,747,Unf,0,189,936,GasA,Ex,Y,SBrkr,996,0,0,996,1,0,1,0,2,1,Gd,5,Typ,0,NA,Attchd,1992,Unf,2,564,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,147000
+1087,160,RM,NA,1974,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,4,5,1973,1973,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,334,Unf,0,212,546,GasA,TA,Y,SBrkr,546,546,0,1092,0,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1973,RFn,1,286,TA,TA,Y,120,96,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,83500
+1088,60,FV,85,10574,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,8,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1082,1082,GasA,Ex,Y,SBrkr,1082,871,0,1953,0,0,2,1,3,1,Gd,9,Typ,1,Gd,Attchd,2005,RFn,3,1043,TA,TA,Y,160,50,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,252000
+1089,160,RM,24,2522,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,Twnhs,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,Stone,50,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,970,970,GasA,Ex,Y,SBrkr,970,739,0,1709,0,0,2,0,3,1,Gd,7,Maj1,0,NA,Detchd,2004,Unf,2,380,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,137500
+1090,120,FV,37,3316,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,8,5,2005,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1039,Unf,0,208,1247,GasA,Ex,Y,SBrkr,1247,0,0,1247,1,0,1,1,1,1,Gd,4,Typ,1,Gd,Attchd,2005,Fin,2,550,TA,TA,Y,0,84,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,197000
+1091,90,RL,60,8544,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,Duplex,1Story,3,4,1950,1950,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,Wall,Fa,N,FuseA,1040,0,0,1040,0,0,2,0,2,2,TA,6,Typ,0,NA,Detchd,1987,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,92900
+1092,160,FV,24,2160,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,7,5,1999,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,212,Gd,TA,PConc,Gd,TA,No,BLQ,510,Unf,0,90,600,GasA,Ex,Y,SBrkr,624,628,0,1252,1,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,1999,Unf,2,462,TA,TA,Y,0,48,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,160000
+1093,50,RL,60,8400,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,6,5,1925,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,Rec,423,Unf,0,758,1181,GasA,Fa,Y,SBrkr,1390,304,0,1694,0,0,2,0,4,1,TA,7,Typ,1,Gd,Detchd,1925,Unf,2,576,TA,TA,Y,342,0,128,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,136500
+1094,20,RL,71,9230,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,8,1965,1998,Hip,CompShg,MetalSd,MetalSd,BrkFace,166,TA,TA,CBlock,TA,TA,Mn,GLQ,661,Unf,0,203,864,GasA,Gd,Y,SBrkr,1200,0,0,1200,1,0,1,1,1,1,Gd,6,Typ,0,NA,Detchd,1977,Unf,2,884,TA,TA,Y,0,64,0,0,0,0,NA,MnPrv,NA,0,10,2006,WD,Normal,146000
+1095,20,RL,74,5868,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1956,2000,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,248,Rec,240,448,936,GasA,Ex,Y,SBrkr,936,0,0,936,1,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1956,Fin,1,308,TA,TA,Y,0,0,80,0,160,0,NA,NA,NA,0,5,2010,WD,Normal,129000
+1096,20,RL,78,9317,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,6,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,24,Unf,0,1290,1314,GasA,Gd,Y,SBrkr,1314,0,0,1314,0,0,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,440,TA,TA,Y,0,22,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,176432
+1097,70,RM,60,6882,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,2Story,6,7,1914,2006,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,684,684,GasA,TA,Y,SBrkr,773,582,0,1355,0,0,1,1,3,1,Gd,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,136,0,115,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,127000
+1098,120,RL,NA,3696,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,1986,1986,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,1074,1074,GasA,Ex,Y,SBrkr,1088,0,0,1088,0,0,1,1,2,1,Gd,5,Typ,0,NA,Attchd,1987,RFn,2,461,TA,TA,Y,0,74,137,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,170000
+1099,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,4,6,1936,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,672,Unf,0,0,672,GasA,TA,Y,SBrkr,757,567,0,1324,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1936,Unf,1,240,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,128000
+1100,20,RL,82,11880,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,1Story,7,5,1978,1978,Gable,CompShg,Plywood,Plywood,BrkFace,206,TA,TA,CBlock,Gd,TA,No,ALQ,704,Unf,0,567,1271,GasA,TA,Y,SBrkr,1601,0,0,1601,0,0,2,0,3,1,TA,7,Typ,1,TA,Attchd,1978,RFn,2,478,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2009,COD,Abnorml,157000
+1101,30,RL,60,8400,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1Story,2,5,1920,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,Fa,No,Rec,290,Unf,0,0,290,GasA,TA,N,FuseF,438,0,0,438,0,0,1,0,1,1,Fa,3,Typ,0,NA,Detchd,1930,Unf,1,246,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,60000
+1102,20,RL,61,9758,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1971,1971,Gable,CompShg,HdBoard,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,412,LwQ,287,251,950,GasA,TA,Y,SBrkr,950,0,0,950,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1981,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,119500
+1103,20,RL,70,7000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1960,2002,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,45,TA,TA,CBlock,TA,TA,No,Rec,588,Unf,0,422,1010,GasA,Ex,Y,SBrkr,1134,0,0,1134,0,0,1,0,2,1,TA,6,Typ,0,NA,Attchd,1960,RFn,1,254,TA,TA,Y,0,16,0,0,0,0,NA,MnWw,NA,0,4,2007,WD,Family,135000
+1104,20,RL,79,8910,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1959,1959,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,Mn,ALQ,655,Unf,0,0,655,GasA,Ex,Y,SBrkr,1194,0,0,1194,0,1,1,0,3,1,TA,6,Typ,1,Fa,BuiltIn,1954,Fin,2,539,TA,TA,Y,0,0,192,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,159500
+1105,160,RM,24,2016,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,TwnhsE,2Story,5,5,1970,1970,Gable,CompShg,HdBoard,HdBoard,BrkFace,304,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,630,630,GasA,TA,Y,SBrkr,630,672,0,1302,0,0,2,1,3,1,TA,6,Typ,0,NA,Detchd,1970,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,106000
+1106,60,RL,98,12256,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1994,1995,Gable,CompShg,HdBoard,HdBoard,BrkFace,362,Gd,TA,PConc,Ex,TA,Av,GLQ,1032,Unf,0,431,1463,GasA,Ex,Y,SBrkr,1500,1122,0,2622,1,0,2,1,3,1,Gd,9,Typ,2,TA,Attchd,1994,RFn,2,712,TA,TA,Y,186,32,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,325000
+1107,20,RL,114,10357,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,SawyerW,Feedr,Norm,1Fam,1Story,7,5,1990,1991,Hip,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,Mn,GLQ,738,Unf,0,172,910,GasA,Gd,Y,SBrkr,1442,0,0,1442,1,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,1990,Fin,2,719,TA,TA,Y,0,244,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,179900
+1108,60,RL,168,23257,Pave,NA,IR3,HLS,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,Gd,No,Unf,0,Unf,0,868,868,GasA,Ex,Y,SBrkr,887,1134,0,2021,0,0,2,1,3,1,Gd,9,Typ,1,Gd,BuiltIn,2006,RFn,2,422,TA,TA,Y,0,100,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial,274725
+1109,60,RL,NA,8063,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,924,924,GasA,Ex,Y,SBrkr,948,742,0,1690,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2000,RFn,2,463,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,11,2007,WD,Abnorml,181000
+1110,20,RL,107,11362,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2004,2005,Gable,CompShg,MetalSd,MetalSd,Stone,42,Gd,TA,PConc,Ex,TA,Mn,GLQ,1039,Unf,0,797,1836,GasA,Ex,Y,SBrkr,1836,0,0,1836,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2004,Fin,3,862,TA,TA,Y,125,185,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,280000
+1111,60,RL,NA,8000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1995,1996,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,GLQ,219,Unf,0,554,773,GasA,Gd,Y,SBrkr,773,885,0,1658,1,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,1995,Fin,2,431,TA,TA,Y,224,84,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,188000
+1112,60,RL,80,10480,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,6,1976,1976,Hip,CompShg,Plywood,Plywood,BrkFace,660,TA,TA,CBlock,TA,TA,No,ALQ,403,Unf,0,400,803,GasA,TA,Y,SBrkr,1098,866,0,1964,0,0,2,1,4,1,TA,8,Typ,1,Gd,Attchd,1976,RFn,2,483,TA,TA,Y,0,69,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,205000
+1113,20,RL,73,7100,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1957,1957,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,CBlock,TA,TA,No,GLQ,708,Unf,0,108,816,GasA,TA,Y,FuseA,816,0,0,816,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1957,Unf,1,308,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,129900
+1114,20,RL,66,8923,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1953,2006,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,643,Unf,0,365,1008,GasA,Gd,Y,SBrkr,1008,0,0,1008,1,0,1,0,2,1,Gd,6,Typ,0,NA,Attchd,1953,Unf,1,240,TA,TA,Y,0,18,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,134500
+1115,20,RL,90,5400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,7,1954,2000,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,415,Unf,0,418,833,GasA,Ex,Y,SBrkr,833,0,0,833,0,0,1,0,2,1,Gd,4,Typ,0,NA,Detchd,1955,Unf,1,326,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,8,2006,WD,Normal,117000
+1116,20,RL,93,12085,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,Stone,328,Gd,TA,PConc,Ex,TA,No,GLQ,1004,Unf,0,730,1734,GasA,Ex,Y,SBrkr,1734,0,0,1734,1,0,2,0,3,1,Ex,7,Typ,1,Gd,Attchd,2007,RFn,3,928,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2007,New,Partial,318000
+1117,80,RL,NA,7750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,8,5,2002,2002,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,353,Unf,0,55,408,GasA,Ex,Y,SBrkr,779,640,0,1419,1,0,2,1,3,1,Gd,7,Typ,1,TA,BuiltIn,2002,Fin,2,527,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,184100
+1118,20,RL,57,9764,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,7,1967,2003,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,702,Unf,0,192,894,GasA,Ex,Y,SBrkr,894,0,0,894,1,0,1,0,3,1,Gd,5,Typ,0,NA,Attchd,1967,RFn,2,450,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,130000
+1119,80,RL,85,13825,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,5,6,1958,1987,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,533,533,GasA,TA,Y,SBrkr,1021,580,0,1601,0,1,1,0,3,1,TA,6,Min2,0,NA,BuiltIn,1958,RFn,1,300,TA,TA,Y,280,34,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,140000
+1120,20,RL,70,7560,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1959,1959,Gable,CompShg,BrkFace,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,369,Unf,0,671,1040,GasA,TA,Y,FuseA,1040,0,0,1040,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,1,286,TA,TA,Y,140,0,252,0,0,0,NA,GdWo,NA,0,7,2006,WD,Normal,133700
+1121,30,RM,59,8263,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,IDOTRR,Norm,Norm,1Fam,1Story,6,5,1920,1950,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1012,1012,GasA,TA,Y,FuseA,1012,0,0,1012,0,0,1,0,2,1,TA,6,Typ,1,Gd,Detchd,1920,Unf,1,308,TA,TA,Y,0,22,112,0,0,0,NA,MnPrv,NA,0,5,2007,WD,Normal,118400
+1122,20,RL,84,10084,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,196,Gd,TA,PConc,Gd,TA,Av,GLQ,24,Unf,0,1528,1552,GasA,Ex,Y,SBrkr,1552,0,0,1552,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,3,782,TA,TA,Y,144,20,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,212900
+1123,20,RL,NA,8926,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,3,1956,1956,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,672,672,GasA,Ex,Y,FuseA,960,0,0,960,0,0,1,0,3,1,TA,5,Typ,0,NA,Basment,1956,Unf,1,288,TA,TA,Y,64,0,0,0,160,0,NA,MnPrv,NA,0,10,2009,COD,Abnorml,112000
+1124,20,RL,50,9405,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,9,1947,2008,Hip,CompShg,VinylSd,VinylSd,None,0,TA,Ex,CBlock,TA,TA,No,Unf,0,Unf,0,698,698,GasA,Ex,Y,SBrkr,698,0,0,698,0,1,1,0,2,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,200,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,118000
+1125,80,RL,NA,9125,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,1992,1992,Gable,CompShg,HdBoard,HdBoard,BrkFace,170,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Gd,Y,SBrkr,812,670,0,1482,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1992,Fin,2,392,TA,TA,Y,100,25,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,163900
+1126,20,RL,60,10434,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1955,1955,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1005,1005,GasA,TA,Y,SBrkr,1005,0,0,1005,0,0,1,0,2,1,Fa,5,Typ,1,TA,Detchd,1977,Unf,2,672,Fa,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,115000
+1127,120,RL,53,3684,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,BrkFace,130,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1373,1373,GasA,Ex,Y,SBrkr,1555,0,0,1555,0,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,2007,Fin,3,660,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,174000
+1128,20,RL,182,14572,Pave,NA,IR3,Lvl,AllPub,Corner,Gtl,Gilbert,Norm,Norm,1Fam,1Story,7,5,2004,2004,Hip,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,1300,Unf,0,230,1530,GasA,Ex,Y,SBrkr,1530,0,0,1530,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2004,Fin,3,630,TA,TA,Y,144,36,0,0,0,0,NA,NA,NA,0,11,2007,WD,Family,259000
+1129,60,RL,59,11796,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,847,847,GasA,Ex,Y,SBrkr,847,1112,0,1959,0,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2004,Fin,2,434,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,215000
+1130,90,RM,60,7200,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,Duplex,SFoyer,5,5,1980,1980,Gable,CompShg,MetalSd,MetalSd,BrkFace,180,TA,TA,CBlock,Gd,TA,Gd,GLQ,936,Unf,0,0,936,GasA,TA,Y,SBrkr,936,0,0,936,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1980,Unf,2,672,TA,TA,Y,49,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,140000
+1131,50,RL,65,7804,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,4,3,1928,1950,Gable,CompShg,WdShing,Plywood,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,622,Unf,0,500,1122,GasA,TA,Y,SBrkr,1328,653,0,1981,1,0,2,0,4,1,Gd,7,Min2,2,TA,Detchd,1981,Unf,2,576,TA,TA,Y,431,44,0,0,0,0,NA,MnPrv,NA,0,12,2009,WD,Normal,135000
+1132,20,RL,63,10712,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,1991,1992,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,Mn,BLQ,212,Unf,0,762,974,GasA,TA,Y,SBrkr,974,0,0,974,0,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,28,0,0,0,0,NA,MnPrv,NA,0,9,2007,Oth,Abnorml,93500
+1133,70,RM,90,9900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,6,4,1880,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,Mn,Unf,0,Unf,0,1008,1008,GasW,TA,Y,SBrkr,1178,1032,0,2210,0,0,2,0,5,1,Fa,8,Typ,0,NA,Detchd,1930,Unf,1,205,Fa,TA,N,0,48,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,117500
+1134,60,RL,80,9828,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,8,5,1995,1995,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,584,Unf,0,544,1128,GasA,Ex,Y,SBrkr,1142,878,0,2020,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1995,RFn,2,466,TA,TA,Y,0,155,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,239500
+1135,60,RL,57,8773,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1997,1997,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,916,916,GasA,Gd,Y,SBrkr,916,684,0,1600,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1997,Fin,2,460,TA,TA,Y,100,38,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,169000
+1136,30,RM,60,6180,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1Story,6,5,1926,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,960,960,GasA,TA,N,SBrkr,986,0,0,986,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1926,Unf,1,180,TA,TA,Y,0,128,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,102000
+1137,50,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,6,5,1950,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,280,Unf,0,752,1032,GasA,TA,Y,FuseA,1032,220,0,1252,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1950,Unf,1,288,TA,TA,Y,0,0,96,0,0,0,NA,NA,NA,0,4,2008,WD,Abnorml,119000
+1138,50,RL,54,6342,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1.5Fin,5,8,1875,1996,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,780,780,GasA,Gd,N,SBrkr,780,240,0,1020,0,0,1,0,2,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,176,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,94000
+1139,20,RL,NA,9819,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,6,5,1977,1977,Gable,CompShg,Plywood,ImStucc,None,0,TA,TA,PConc,TA,TA,Gd,ALQ,1567,Unf,0,0,1567,GasA,TA,Y,SBrkr,1567,0,0,1567,1,0,2,0,2,1,Gd,5,Typ,2,TA,Attchd,1977,RFn,2,714,TA,TA,Y,264,32,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,196000
+1140,30,RL,98,8731,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,5,5,1920,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,Fa,BrkTil,TA,TA,No,BLQ,645,Unf,0,270,915,GasA,TA,Y,SBrkr,1167,0,0,1167,0,0,1,0,3,1,TA,6,Maj1,1,Gd,Detchd,1972,Unf,2,495,TA,TA,Y,0,0,216,0,126,0,NA,NA,NA,0,5,2007,WD,Normal,144000
+1141,20,RL,60,7350,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1951,1951,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Mn,ALQ,852,Unf,0,100,952,GasA,TA,Y,SBrkr,952,0,0,952,1,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1988,Unf,2,840,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2008,COD,Abnorml,139000
+1142,60,RL,NA,10304,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,PosN,Norm,1Fam,2Story,5,7,1976,1976,Gable,CompShg,Plywood,Plywood,BrkFace,44,TA,Gd,CBlock,TA,TA,No,ALQ,381,Unf,0,399,780,GasA,Ex,Y,SBrkr,1088,780,0,1868,1,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1976,Unf,2,484,TA,TA,Y,448,96,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,197500
+1143,60,RL,77,9965,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2006,2007,Hip,CompShg,VinylSd,VinylSd,Stone,340,Gd,TA,PConc,Ex,TA,Gd,GLQ,1150,Unf,0,316,1466,GasA,Ex,Y,SBrkr,1466,1362,0,2828,1,0,3,0,4,1,Gd,11,Typ,1,TA,BuiltIn,2006,RFn,3,1052,TA,TA,Y,125,144,0,0,0,0,NA,NA,NA,0,4,2007,New,Partial,424870
+1144,20,RL,NA,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,3,1959,1959,Gable,CompShg,Wd Sdng,Plywood,None,0,TA,TA,CBlock,TA,TA,No,GLQ,288,Unf,0,718,1006,GasA,TA,Y,SBrkr,1006,0,0,1006,0,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,24,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,80000
+1145,190,RL,60,12180,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,2fmCon,1.5Fin,4,4,1941,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,BrkTil,Gd,TA,No,BLQ,348,Unf,0,324,672,Grav,Fa,N,FuseA,672,252,0,924,1,0,1,0,2,1,Fa,5,Typ,0,NA,Detchd,1941,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,7,2010,WD,Normal,80000
+1146,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,6,1928,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,1042,1042,GasA,Ex,Y,SBrkr,1042,534,0,1576,0,0,1,0,3,1,TA,8,Typ,1,Gd,Detchd,1928,Unf,1,225,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Family,149000
+1147,20,RL,NA,11200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,6,5,1985,1985,Gable,CompShg,Wd Sdng,Wd Shng,BrkFace,85,Gd,TA,CBlock,Gd,TA,No,GLQ,1258,Unf,0,40,1298,GasA,TA,Y,SBrkr,1298,0,0,1298,1,0,2,0,3,1,Gd,5,Typ,1,TA,Attchd,1985,Unf,2,403,TA,TA,Y,165,26,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,180000
+1148,70,RL,75,12000,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,7,1941,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,275,Unf,0,429,704,GasA,Ex,Y,SBrkr,860,704,0,1564,0,0,1,1,3,1,Fa,7,Typ,1,Gd,Attchd,1941,Unf,1,234,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,174500
+1149,50,RM,NA,5700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,7,7,1926,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,572,572,GasA,TA,Y,SBrkr,572,539,0,1111,0,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1982,Unf,1,288,TA,TA,Y,0,0,176,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,116900
+1150,70,RM,50,9000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,2Story,7,9,1920,1988,Hip,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,TA,TA,No,ALQ,624,Unf,0,26,650,GasA,Ex,Y,SBrkr,832,650,0,1482,0,1,1,0,3,1,TA,7,Typ,0,NA,Detchd,1930,Unf,2,324,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,143000
+1151,20,RL,57,8280,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,5,1950,1950,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,932,932,GasA,Ex,Y,FuseA,932,0,0,932,0,0,1,0,2,1,Gd,4,Typ,1,Gd,Attchd,1950,Unf,1,306,TA,TA,Y,0,0,214,0,0,0,NA,GdPrv,NA,0,11,2007,WD,Normal,124000
+1152,20,RL,134,17755,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,4,1959,1959,Gable,CompShg,HdBoard,Plywood,BrkFace,132,TA,TA,CBlock,TA,TA,No,BLQ,176,Unf,0,1290,1466,GasA,TA,Y,SBrkr,1466,0,0,1466,0,0,1,1,3,1,Fa,6,Typ,2,Gd,Attchd,1959,Fin,2,528,TA,TA,Y,0,140,0,0,100,0,NA,NA,NA,0,11,2006,WD,Normal,149900
+1153,20,RL,90,14115,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,7,1956,2004,Gable,CompShg,Stone,Stone,None,0,TA,TA,PConc,TA,TA,No,ALQ,296,GLQ,547,230,1073,GasA,Ex,Y,SBrkr,1811,0,0,1811,0,0,1,0,2,1,Ex,6,Typ,1,Gd,Attchd,1956,Fin,2,470,TA,TA,Y,0,0,280,0,0,0,NA,NA,NA,0,7,2006,WD,Abnorml,230000
+1154,30,RM,NA,5890,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,6,8,1930,2007,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,Gd,BrkTil,TA,TA,Av,ALQ,538,Unf,0,278,816,GasA,Ex,Y,SBrkr,816,0,0,816,0,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,2002,Unf,1,432,TA,TA,Y,0,0,96,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,120500
+1155,60,RL,NA,13700,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,7,6,1965,1988,Gable,CompShg,VinylSd,VinylSd,Stone,288,TA,TA,CBlock,TA,TA,Gd,ALQ,454,Unf,0,410,864,GasA,TA,Y,SBrkr,902,918,0,1820,0,0,1,2,4,1,Gd,8,Typ,2,Gd,Attchd,1965,Unf,2,492,TA,TA,Y,60,84,0,0,273,0,NA,GdPrv,NA,0,5,2008,WD,Normal,201800
+1156,20,RL,90,10768,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Veenker,Norm,Norm,1Fam,1Story,5,8,1976,2004,Gable,CompShg,Plywood,Plywood,None,0,Gd,Gd,CBlock,Gd,TA,Gd,ALQ,1157,Unf,0,280,1437,GasA,TA,Y,SBrkr,1437,0,0,1437,1,0,2,0,3,1,Gd,6,Typ,1,Fa,Attchd,1976,RFn,2,528,TA,TA,Y,0,21,0,0,180,0,NA,NA,NA,0,7,2007,WD,Normal,218000
+1157,80,RL,85,9350,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,8,1965,1999,Gable,CompShg,BrkFace,BrkFace,None,0,TA,Gd,PConc,TA,TA,Gd,ALQ,633,Unf,0,586,1219,GasA,Gd,Y,SBrkr,1265,0,0,1265,0,1,2,0,3,1,Gd,6,Typ,1,Gd,Attchd,1965,RFn,2,502,TA,TA,Y,0,92,0,96,0,0,NA,MnPrv,NA,0,10,2008,WD,Normal,179900
+1158,120,RL,34,5001,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,1Story,7,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,166,Gd,TA,PConc,Gd,TA,No,GLQ,904,Unf,0,410,1314,GasA,Ex,Y,SBrkr,1314,0,0,1314,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2008,RFn,2,626,TA,TA,Y,172,62,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,230000
+1159,20,RL,92,11932,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Somerst,Feedr,Norm,1Fam,1Story,8,5,2007,2008,Gable,CompShg,VinylSd,VinylSd,Stone,186,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1580,1580,GasA,Ex,Y,SBrkr,1580,0,0,1580,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2008,RFn,3,830,TA,TA,Y,0,24,0,0,0,0,NA,NA,NA,0,6,2008,ConLD,Partial,235128
+1160,60,RL,76,9120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,6,1974,1974,Hip,CompShg,HdBoard,HdBoard,BrkFace,270,Gd,TA,CBlock,TA,TA,No,ALQ,442,Unf,0,459,901,GasA,TA,Y,SBrkr,943,933,0,1876,0,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1974,RFn,2,540,Gd,TA,Y,0,69,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,185000
+1161,160,RL,24,2280,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,Twnhs,2Story,6,5,1978,1978,Gable,CompShg,Plywood,Brk Cmn,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,311,Unf,0,544,855,GasA,Fa,Y,SBrkr,855,601,0,1456,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1978,Unf,2,440,TA,TA,Y,26,0,0,0,0,0,NA,NA,NA,0,7,2010,WD,Normal,146000
+1162,20,RL,NA,14778,Pave,NA,IR1,Low,AllPub,CulDSac,Gtl,Crawfor,PosN,Norm,1Fam,1Story,6,7,1954,2006,Hip,CompShg,HdBoard,HdBoard,BrkFace,72,Gd,TA,CBlock,TA,TA,No,BLQ,728,Unf,0,568,1296,GasA,Ex,Y,SBrkr,1640,0,0,1640,1,0,1,0,3,1,Gd,7,Typ,1,Gd,Detchd,1993,Unf,2,924,TA,TA,Y,108,0,0,216,0,0,NA,NA,NA,0,11,2008,WD,Normal,224000
+1163,20,RL,109,8724,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1968,1968,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,No,BLQ,492,Unf,0,402,894,GasA,Gd,Y,SBrkr,894,0,0,894,0,0,1,0,3,1,TA,5,Typ,1,Po,Attchd,1968,Fin,2,450,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,129000
+1164,90,RL,60,12900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,Duplex,SFoyer,4,4,1969,1969,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,1198,Unf,0,0,1198,GasA,TA,Y,SBrkr,1258,0,0,1258,2,0,0,2,0,2,TA,6,Typ,0,NA,CarPort,1969,Unf,2,400,Fa,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,1,2008,WD,Alloca,108959
+1165,80,RL,NA,16157,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Veenker,Feedr,Norm,1Fam,SLvl,5,7,1978,1978,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,PConc,Gd,TA,Gd,ALQ,680,Rec,391,289,1360,GasA,Ex,Y,SBrkr,1432,0,0,1432,1,0,1,1,2,1,Gd,5,Typ,1,TA,Attchd,1978,Unf,2,588,TA,TA,Y,168,180,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,194000
+1166,20,RL,79,9541,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,7,5,2009,2009,Gable,CompShg,VinylSd,VinylSd,Stone,268,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1502,1502,GasA,Ex,Y,SBrkr,1502,0,0,1502,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2009,RFn,2,644,TA,TA,Y,0,114,0,0,0,0,NA,NA,NA,0,9,2009,New,Partial,233170
+1167,20,RL,64,10475,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,72,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1694,1694,GasA,Ex,Y,SBrkr,1694,0,0,1694,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2008,RFn,3,776,TA,TA,Y,160,33,0,0,0,0,NA,NA,NA,0,2,2010,WD,Normal,245350
+1168,60,RL,58,10852,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,786,Unf,0,173,959,GasA,Ex,Y,SBrkr,959,712,0,1671,1,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,2000,Fin,2,472,TA,TA,Y,0,38,0,0,0,0,NA,NA,NA,0,2,2006,WD,Normal,173000
+1169,70,RL,120,13728,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,2Story,6,7,1935,1986,Hip,CompShg,Stucco,Stucco,None,0,TA,TA,CBlock,TA,TA,No,Rec,626,Unf,0,501,1127,GasA,Ex,Y,SBrkr,1236,872,0,2108,0,0,2,0,4,1,Gd,7,Typ,2,TA,Basment,1935,Unf,2,540,TA,TA,Y,0,0,0,0,90,0,NA,NA,NA,0,7,2008,WD,Normal,235000
+1170,60,RL,118,35760,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,2Story,10,5,1995,1996,Hip,CompShg,HdBoard,HdBoard,BrkFace,1378,Gd,Gd,PConc,Ex,TA,Gd,GLQ,1387,Unf,0,543,1930,GasA,Ex,Y,SBrkr,1831,1796,0,3627,1,0,3,1,4,1,Gd,10,Typ,1,TA,Attchd,1995,Fin,3,807,TA,TA,Y,361,76,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,625000
+1171,80,RL,76,9880,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,6,6,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,522,Unf,0,574,1096,GasA,TA,Y,SBrkr,1118,0,0,1118,1,0,1,0,3,1,TA,6,Typ,1,Po,Attchd,1977,Fin,1,358,TA,TA,Y,203,0,0,0,0,576,Gd,GdPrv,NA,0,7,2008,WD,Normal,171000
+1172,20,RL,76,9120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1958,1958,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,ALQ,662,Unf,0,599,1261,GasA,Ex,Y,SBrkr,1261,0,0,1261,1,0,1,0,3,1,TA,6,Typ,1,TA,Attchd,1958,RFn,2,433,TA,TA,Y,0,0,0,0,288,0,NA,NA,Shed,1400,11,2008,WD,Normal,163000
+1173,160,FV,35,4017,Pave,Pave,IR1,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2006,2007,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,625,625,GasA,Ex,Y,SBrkr,625,625,0,1250,0,0,2,1,2,1,Gd,5,Typ,0,NA,Detchd,2006,Fin,2,625,TA,TA,Y,0,54,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,171900
+1174,50,RL,138,18030,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1.5Fin,5,6,1946,1994,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,152,BLQ,469,977,1598,GasA,TA,Y,SBrkr,1636,971,479,3086,0,0,3,0,3,1,Ex,12,Maj1,1,Gd,NA,NA,NA,0,0,NA,NA,Y,122,0,0,0,0,0,NA,MnPrv,NA,0,3,2007,WD,Normal,200500
+1175,70,RL,80,16560,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,8,1932,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,No,Rec,503,Unf,0,449,952,GasA,TA,Y,SBrkr,1170,1175,0,2345,0,0,2,1,4,1,TA,9,Typ,1,Gd,Detchd,1932,Unf,2,360,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,239000
+1176,50,RL,85,10678,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,1.5Fin,8,5,1992,2000,Hip,CompShg,HdBoard,HdBoard,BrkFace,337,Gd,TA,PConc,Gd,TA,No,GLQ,700,Unf,0,983,1683,GasA,Ex,Y,SBrkr,2129,743,0,2872,0,0,2,1,4,1,Gd,9,Typ,1,TA,Attchd,1992,Fin,2,541,TA,TA,Y,0,33,0,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,285000
+1177,20,RL,37,6951,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,1984,1985,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,658,Unf,0,218,876,GasA,TA,Y,SBrkr,923,0,0,923,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1984,Unf,1,264,TA,TA,Y,362,0,0,0,0,0,NA,MnPrv,NA,0,10,2008,WD,Normal,119500
+1178,50,RM,NA,3950,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,6,8,1926,2004,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,468,Unf,0,350,818,GasA,TA,Y,SBrkr,818,406,0,1224,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1926,Unf,1,210,TA,TA,N,0,0,116,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,115000
+1179,50,RL,54,7681,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,5,6,1921,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,731,731,GasA,Ex,Y,SBrkr,820,523,0,1343,0,0,1,1,3,1,TA,7,Typ,1,Gd,Detchd,1921,Unf,1,186,Fa,TA,Y,192,0,102,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,154900
+1180,20,RL,77,8335,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,5,1954,1954,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,Y,SBrkr,1124,0,0,1124,0,0,1,0,3,1,TA,5,Min2,1,Gd,NA,NA,NA,0,0,NA,NA,N,0,36,190,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,93000
+1181,60,RL,NA,11170,Pave,NA,IR2,Lvl,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,2Story,7,5,1990,1991,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,Wood,Gd,TA,No,LwQ,1216,Unf,0,0,1216,GasA,Ex,Y,SBrkr,1298,1216,0,2514,0,0,2,1,4,1,TA,8,Typ,0,NA,Attchd,1990,Fin,2,693,TA,TA,Y,0,0,0,0,0,0,NA,GdPrv,NA,0,4,2006,WD,Normal,250000
+1182,120,RM,64,5587,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,TwnhsE,1Story,8,5,2008,2008,Hip,CompShg,CemntBd,CmentBd,Stone,186,Ex,TA,PConc,Ex,TA,Gd,GLQ,1480,Unf,0,120,1600,GasA,Ex,Y,SBrkr,1652,0,0,1652,1,1,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2008,Fin,2,482,TA,TA,Y,162,53,0,153,0,0,NA,NA,NA,0,11,2008,New,Partial,392500
+1183,60,RL,160,15623,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,10,5,1996,1996,Hip,CompShg,Wd Sdng,ImStucc,None,0,Gd,TA,PConc,Ex,TA,Av,GLQ,2096,Unf,0,300,2396,GasA,Ex,Y,SBrkr,2411,2065,0,4476,1,0,3,1,4,1,Ex,10,Typ,2,TA,Attchd,1996,Fin,3,813,TA,TA,Y,171,78,0,0,0,555,Ex,MnPrv,NA,0,7,2007,WD,Abnorml,745000
+1184,30,RL,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,6,1920,1950,Hip,CompShg,Stucco,Stucco,None,0,TA,TA,BrkTil,TA,TA,No,Rec,821,Unf,0,299,1120,GasA,Ex,Y,SBrkr,1130,0,0,1130,1,0,1,0,2,1,TA,5,Typ,1,Gd,Detchd,1970,Unf,2,720,TA,TA,Y,229,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,120000
+1185,20,RL,50,35133,Grvl,NA,Reg,Lvl,AllPub,Inside,Mod,Timber,Norm,Norm,1Fam,1Story,5,4,1963,1963,Hip,CompShg,MetalSd,MetalSd,BrkFace,226,TA,TA,CBlock,TA,TA,Gd,Rec,1159,Unf,0,413,1572,GasA,Gd,Y,SBrkr,1572,0,0,1572,1,0,1,1,3,1,TA,5,Typ,2,TA,2Types,1963,RFn,3,995,TA,TA,Y,0,263,0,0,263,0,NA,NA,NA,0,5,2007,WD,Normal,186700
+1186,50,RL,60,9738,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,7,1924,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,Gd,BrkTil,TA,TA,No,BLQ,392,Unf,0,392,784,GasA,Gd,Y,SBrkr,949,272,0,1221,1,0,1,0,4,1,TA,7,Typ,0,NA,Attchd,1965,Unf,1,392,TA,TA,Y,0,0,236,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,104900
+1187,190,RL,107,10615,Pave,NA,IR1,Bnk,AllPub,Corner,Mod,OldTown,Artery,Artery,2fmCon,2Story,3,5,1900,1970,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Fa,TA,Mn,BLQ,440,Unf,0,538,978,GasA,TA,Y,SBrkr,1014,685,0,1699,1,0,2,0,3,2,TA,7,Typ,0,NA,CarPort,1920,Unf,2,420,Fa,Fa,Y,0,74,0,0,0,0,NA,NA,NA,0,8,2009,WD,Abnorml,95000
+1188,20,RL,89,12461,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,1Story,8,5,1994,1995,Gable,CompShg,ImStucc,ImStucc,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1456,Unf,0,168,1624,GasA,Ex,Y,SBrkr,1624,0,0,1624,1,0,2,0,2,1,Gd,5,Typ,1,Fa,Attchd,1994,RFn,3,757,TA,TA,Y,0,114,192,0,0,0,NA,GdPrv,NA,0,7,2006,WD,Normal,262000
+1189,60,RL,68,8935,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,95,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,831,831,GasA,Ex,Y,SBrkr,831,829,0,1660,0,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2002,RFn,2,493,TA,TA,Y,144,68,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,195000
+1190,60,RL,60,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,994,994,GasA,Gd,Y,SBrkr,1028,776,0,1804,0,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1999,Fin,2,442,TA,TA,Y,140,60,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,189000
+1191,190,RL,NA,32463,Pave,NA,Reg,Low,AllPub,Inside,Mod,Mitchel,Norm,Norm,2fmCon,1Story,4,4,1961,1975,Gable,CompShg,MetalSd,MetalSd,Stone,149,TA,Gd,CBlock,TA,TA,Av,BLQ,1159,Unf,0,90,1249,GasA,Ex,Y,SBrkr,1622,0,0,1622,1,0,1,0,3,1,TA,7,Typ,1,TA,2Types,1975,Fin,4,1356,TA,TA,Y,439,0,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,168000
+1192,160,FV,24,2645,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,8,5,1999,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,456,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,776,776,GasA,Ex,Y,SBrkr,764,677,0,1441,0,0,2,1,2,1,Gd,5,Typ,0,NA,Detchd,1999,Unf,2,492,TA,TA,Y,206,0,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,174000
+1193,50,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,5,8,1925,1994,Gambrel,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,Mn,Unf,0,Unf,0,702,702,GasA,Gd,Y,SBrkr,842,630,0,1472,0,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,1925,Unf,1,250,TA,Fa,P,0,0,84,0,0,0,NA,GdWo,NA,0,7,2007,WD,Normal,125000
+1194,120,RM,NA,4500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,Mitchel,Norm,Norm,TwnhsE,1Story,6,5,1999,1999,Hip,CompShg,VinylSd,VinylSd,BrkFace,425,TA,TA,PConc,Ex,TA,No,GLQ,883,Unf,0,341,1224,GasA,Ex,Y,SBrkr,1224,0,0,1224,1,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1999,Fin,2,402,TA,TA,Y,0,304,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,165000
+1195,60,RL,80,9364,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Sawyer,Norm,Norm,1Fam,2Story,6,7,1969,1969,Gable,CompShg,HdBoard,HdBoard,Stone,143,TA,TA,CBlock,TA,TA,No,ALQ,371,Unf,0,292,663,GasA,TA,Y,SBrkr,663,689,0,1352,0,0,1,1,4,1,TA,7,Typ,0,NA,Attchd,1969,Fin,1,299,TA,TA,Y,379,36,0,0,0,0,NA,MnPrv,NA,0,3,2010,WD,Normal,158000
+1196,60,RL,51,8029,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2005,Fin,2,400,TA,TA,Y,100,24,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,176000
+1197,60,RL,58,14054,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,879,879,GasA,Ex,Y,SBrkr,879,984,0,1863,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2006,Fin,3,660,TA,TA,Y,100,17,0,0,0,0,NA,NA,NA,0,11,2006,New,Partial,219210
+1198,75,RM,65,8850,Pave,NA,IR1,Bnk,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,7,6,1916,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,815,815,GasA,Ex,Y,SBrkr,815,875,0,1690,0,0,1,0,3,1,TA,7,Typ,1,Gd,Detchd,1916,Unf,1,225,TA,TA,Y,0,0,330,0,0,0,NA,NA,NA,0,7,2006,ConLw,Normal,144000
+1199,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1212,1212,GasA,Ex,Y,SBrkr,1212,0,0,1212,0,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2001,RFn,2,573,TA,TA,Y,356,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,178000
+1200,20,RL,75,11235,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,4,5,1963,1979,Gable,CompShg,HdBoard,HdBoard,BrkFace,51,TA,TA,CBlock,TA,TA,No,Rec,547,Unf,0,504,1051,GasA,Gd,Y,SBrkr,1382,0,0,1382,0,0,1,1,3,1,TA,6,Typ,1,Po,Attchd,1974,Unf,2,459,TA,TA,Y,0,82,0,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,148000
+1201,20,RL,71,9353,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1970,1970,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,864,864,GasA,Gd,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1972,Unf,1,280,TA,TA,Y,0,0,0,0,0,0,NA,NA,Shed,0,7,2006,Oth,Abnorml,116050
+1202,60,RL,80,10400,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,866,866,GasA,Ex,Y,SBrkr,866,913,0,1779,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,1998,RFn,2,546,TA,TA,Y,198,36,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,197900
+1203,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,5,8,1925,1997,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,884,884,GasA,Ex,Y,SBrkr,884,464,0,1348,1,0,1,0,3,1,TA,5,Typ,1,Fa,Detchd,1960,Unf,1,216,TA,TA,N,0,0,208,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,117000
+1204,20,RL,75,9750,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2000,2001,Gable,CompShg,VinylSd,VinylSd,BrkFace,171,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1630,1630,GasA,Ex,Y,SBrkr,1630,0,0,1630,0,0,2,0,3,1,Gd,6,Typ,1,TA,Attchd,2000,Unf,2,451,TA,TA,Y,74,234,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,213000
+1205,20,RL,78,10140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,5,6,1975,1975,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,788,Unf,0,268,1056,GasA,Ex,Y,SBrkr,1074,0,0,1074,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1975,RFn,2,495,TA,TA,Y,0,88,0,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal,153500
+1206,20,RL,90,14684,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,7,1990,1991,Hip,CompShg,HdBoard,HdBoard,BrkFace,234,Gd,TA,CBlock,Gd,TA,Mn,ALQ,485,BLQ,177,1496,2158,GasA,Gd,Y,SBrkr,2196,0,0,2196,0,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1990,RFn,3,701,TA,TA,Y,84,70,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,271900
+1207,20,RH,NA,8900,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,4,4,1966,1966,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,Rec,1056,Unf,0,0,1056,GasA,TA,Y,SBrkr,1056,0,0,1056,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1966,Unf,1,384,TA,TA,Y,0,42,0,0,0,0,NA,MnPrv,NA,0,11,2006,WD,Normal,107000
+1208,20,RL,70,9135,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,120,Gd,TA,PConc,Gd,TA,Av,GLQ,340,Unf,0,1342,1682,GasA,Ex,Y,SBrkr,1700,0,0,1700,1,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2003,RFn,2,544,TA,TA,Y,192,23,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,200000
+1209,20,RL,70,7763,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1962,1980,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Rec,504,BLQ,108,319,931,GasA,TA,Y,SBrkr,1283,0,0,1283,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1980,Unf,2,506,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,140000
+1210,20,RL,85,10182,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Somerst,RRNn,Norm,1Fam,1Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,Stone,420,Gd,TA,PConc,Ex,TA,Mn,GLQ,1220,Unf,0,440,1660,GasA,Ex,Y,SBrkr,1660,0,0,1660,1,0,2,0,3,1,Gd,8,Typ,1,Gd,Attchd,2006,RFn,2,500,TA,TA,Y,322,50,0,0,0,0,NA,NA,NA,0,5,2006,New,Partial,290000
+1211,60,RL,70,11218,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,2Story,6,5,1992,1992,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1055,1055,GasA,Ex,Y,SBrkr,1055,790,0,1845,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1992,RFn,2,462,TA,TA,Y,635,104,0,0,0,0,NA,GdPrv,Shed,400,5,2010,WD,Normal,189000
+1212,50,RL,152,12134,Pave,NA,IR1,Bnk,AllPub,Inside,Mod,Gilbert,Norm,Norm,1Fam,1.5Fin,8,7,1988,2005,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,Wood,Gd,TA,Av,GLQ,427,Unf,0,132,559,GasA,Gd,Y,SBrkr,1080,672,0,1752,0,0,2,0,4,1,TA,8,Typ,0,NA,Basment,1988,RFn,2,492,TA,TA,Y,325,12,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,164000
+1213,30,RL,50,9340,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,6,1941,1950,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,344,Unf,0,328,672,GasA,TA,Y,SBrkr,672,0,0,672,1,0,1,0,2,1,TA,4,Typ,0,NA,Attchd,1941,Unf,1,234,TA,TA,N,0,113,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,113000
+1214,80,RL,NA,10246,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,SLvl,4,9,1965,2001,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,Gd,Av,GLQ,648,Unf,0,0,648,GasA,Ex,Y,SBrkr,960,0,0,960,1,1,0,0,0,1,TA,3,Typ,0,NA,Attchd,1965,Unf,1,364,TA,TA,Y,88,0,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,145000
+1215,85,RL,69,10205,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SFoyer,5,5,1962,1962,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,784,Unf,0,141,925,GasA,TA,Y,SBrkr,999,0,0,999,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1962,Unf,1,300,TA,TA,Y,150,72,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,134500
+1216,20,RL,99,7094,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,5,1966,1966,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,180,LwQ,374,340,894,GasA,TA,Y,SBrkr,894,0,0,894,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1966,RFn,1,384,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2007,WD,Normal,125000
+1217,90,RM,68,8930,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,RRAe,Norm,Duplex,1.5Fin,6,5,1978,1978,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1318,584,0,1902,0,0,2,0,4,2,TA,8,Typ,0,NA,Attchd,1978,Unf,2,539,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,112000
+1218,20,FV,72,8640,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2009,2009,Gable,CompShg,CemntBd,CmentBd,Stone,72,Gd,TA,PConc,Gd,TA,Mn,GLQ,936,Unf,0,364,1300,GasA,Ex,Y,SBrkr,1314,0,0,1314,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2009,RFn,2,552,TA,TA,Y,135,112,0,0,0,0,NA,NA,NA,0,9,2009,New,Partial,229456
+1219,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,4,5,1947,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,Gd,N,SBrkr,672,240,0,912,0,0,1,0,2,1,TA,3,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,80500
+1220,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1971,1971,Gable,CompShg,CemntBd,CmentBd,BrkFace,236,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,672,672,GasA,TA,Y,SBrkr,672,546,0,1218,0,0,1,1,3,1,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,201,0,0,0,0,0,NA,NA,NA,0,4,2006,WD,Abnorml,91500
+1221,20,RL,66,7800,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1964,1964,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,312,LwQ,600,0,912,GasA,TA,Y,SBrkr,912,0,0,912,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1964,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,11,2006,WD,Abnorml,115000
+1222,20,RL,55,8250,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,Norm,1Fam,1Story,5,5,1968,1968,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,250,LwQ,492,210,952,GasA,Ex,Y,SBrkr,1211,0,0,1211,0,0,1,0,3,1,TA,5,Typ,1,TA,Attchd,1968,Unf,1,322,TA,TA,Y,0,63,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,134000
+1223,50,RL,78,10496,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,6,6,1949,1950,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,320,TA,TA,CBlock,TA,TA,Mn,Rec,196,Unf,0,844,1040,GasA,Ex,Y,SBrkr,1168,678,0,1846,0,0,2,0,3,1,TA,7,Typ,1,Gd,Attchd,1949,Unf,1,315,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,1,2007,WD,Normal,143000
+1224,20,RL,89,10680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,3,1951,1951,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,44,TA,TA,CBlock,TA,Fa,No,LwQ,756,Unf,0,1380,2136,GasA,TA,N,FuseA,2136,0,0,2136,0,0,2,0,4,1,TA,7,Mod,0,NA,Detchd,1951,Unf,2,528,TA,TA,Y,0,30,0,0,0,0,NA,MnPrv,NA,0,10,2006,WD,Normal,137900
+1225,60,RL,60,15384,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Av,GLQ,724,Unf,0,64,788,GasA,Ex,Y,SBrkr,788,702,0,1490,1,0,2,1,3,1,Gd,8,Typ,1,Gd,Attchd,2004,Fin,2,388,TA,TA,Y,100,75,0,0,0,0,NA,NA,NA,0,2,2008,WD,Normal,184000
+1226,80,RL,65,10482,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,8,1958,1958,Hip,CompShg,VinylSd,VinylSd,BrkFace,63,TA,Gd,CBlock,TA,TA,Av,GLQ,507,Unf,0,81,588,GasA,Ex,Y,SBrkr,1138,0,0,1138,0,1,1,0,3,1,TA,6,Typ,0,NA,Attchd,1958,RFn,1,264,TA,TA,Y,224,0,0,0,0,0,NA,MnWw,NA,0,6,2007,WD,Normal,145000
+1227,60,RL,86,14598,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Somerst,Feedr,Norm,1Fam,2Story,6,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,74,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,894,894,GasA,Ex,Y,SBrkr,894,1039,0,1933,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2007,Fin,3,668,TA,TA,Y,100,18,0,0,0,0,NA,NA,NA,0,1,2008,WD,Normal,214000
+1228,20,RL,72,8872,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,8,1965,2008,Gable,CompShg,VinylSd,VinylSd,BrkFace,300,TA,TA,CBlock,TA,TA,No,ALQ,595,Unf,0,317,912,GasA,Ex,Y,SBrkr,912,0,0,912,1,0,1,0,2,1,Gd,5,Typ,0,NA,Detchd,1992,Unf,2,576,TA,TA,Y,0,240,0,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,147000
+1229,120,RL,65,8769,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,9,5,2008,2008,Hip,CompShg,MetalSd,MetalSd,BrkFace,766,Ex,TA,PConc,Ex,TA,No,GLQ,1540,Unf,0,162,1702,GasA,Ex,Y,SBrkr,1702,0,0,1702,1,0,1,1,1,1,Ex,7,Typ,1,Gd,Attchd,2008,Fin,3,1052,TA,TA,Y,0,72,0,0,224,0,NA,NA,NA,0,10,2008,New,Partial,367294
+1230,80,RL,70,7910,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,5,1960,1960,Hip,CompShg,BrkFace,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,666,Unf,0,409,1075,GasA,Gd,Y,SBrkr,1507,0,0,1507,0,0,2,0,4,1,TA,7,Maj1,0,NA,Basment,1960,Unf,1,404,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,8,2008,WD,Normal,127000
+1231,90,RL,NA,18890,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Sawyer,Feedr,RRAe,Duplex,1.5Fin,5,5,1977,1977,Shed,CompShg,Plywood,Plywood,None,1,TA,TA,CBlock,Gd,TA,No,GLQ,498,Rec,211,652,1361,GasA,Ex,Y,SBrkr,1361,1259,0,2620,0,0,2,2,4,2,TA,12,Typ,1,TA,BuiltIn,1977,RFn,2,600,TA,TA,N,155,24,145,0,0,0,NA,NA,Gar2,8300,8,2007,WD,Normal,190000
+1232,90,RL,70,7728,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,SLvl,5,6,1962,1962,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,120,TA,TA,CBlock,TA,TA,Av,ALQ,803,Unf,0,303,1106,GasA,TA,Y,SBrkr,1190,0,0,1190,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1962,Unf,2,540,TA,TA,Y,0,18,0,0,0,0,NA,GdWo,NA,0,5,2006,WD,Normal,132500
+1233,90,RL,70,9842,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,Duplex,1Story,4,5,1962,1962,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,GasA,TA,Y,SBrkr,1224,0,0,1224,0,0,2,0,2,2,TA,6,Typ,0,NA,CarPort,1962,Unf,2,462,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,101800
+1234,20,RL,NA,12160,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1959,1959,Hip,CompShg,Plywood,Plywood,BrkFace,180,TA,TA,CBlock,TA,TA,No,Rec,1000,Unf,0,188,1188,GasA,Fa,Y,SBrkr,1188,0,0,1188,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1959,RFn,2,531,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,5,2010,COD,Abnorml,142000
+1235,70,RH,55,8525,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,2Story,5,6,1911,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,Av,Unf,0,Unf,0,940,940,GasA,TA,N,FuseA,1024,940,0,1964,0,0,1,1,4,1,TA,7,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,192,0,0,0,0,NA,NA,NA,0,11,2008,WD,Abnorml,130000
+1236,70,RL,96,13132,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,5,5,1914,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,Mn,Unf,0,Unf,0,747,747,GasA,Gd,Y,FuseF,892,892,0,1784,0,0,1,1,4,1,TA,9,Typ,0,NA,Detchd,1914,Unf,1,180,Fa,Fa,N,203,40,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,138887
+1237,160,RL,36,2628,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,Twnhs,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,Wd Shng,Stone,106,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,764,764,GasA,Ex,Y,SBrkr,764,862,0,1626,0,0,2,1,2,1,Gd,6,Typ,0,NA,BuiltIn,2003,RFn,2,474,TA,TA,Y,0,27,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,175500
+1238,60,RL,41,12393,Pave,NA,IR2,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,847,847,GasA,Ex,Y,SBrkr,847,1101,0,1948,0,0,2,1,4,1,Gd,8,Typ,1,Gd,BuiltIn,2004,Fin,2,434,TA,TA,Y,100,48,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal,195000
+1239,20,RL,63,13072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,6,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1141,1141,GasA,Ex,Y,SBrkr,1141,0,0,1141,0,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,2005,Unf,2,484,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2006,WD,Abnorml,142500
+1240,20,RL,64,9037,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,32,Gd,TA,PConc,Gd,TA,Av,GLQ,428,Unf,0,1048,1476,GasA,Ex,Y,SBrkr,1484,0,0,1484,0,0,2,0,2,1,Ex,6,Typ,1,Gd,Attchd,2006,RFn,2,472,TA,TA,Y,120,33,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,265900
+1241,60,RL,65,8158,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,252,Gd,TA,PConc,Gd,TA,No,GLQ,550,Unf,0,334,884,GasA,Ex,Y,SBrkr,884,884,0,1768,1,0,2,1,3,1,Gd,8,Typ,0,NA,Attchd,2003,RFn,2,543,TA,TA,Y,0,63,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,224900
+1242,20,RL,83,9849,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,6,2007,2007,Hip,CompShg,VinylSd,VinylSd,Stone,0,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1689,1689,GasA,Ex,Y,SBrkr,1689,0,0,1689,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,RFn,3,954,TA,TA,Y,0,56,0,0,0,0,NA,NA,NA,0,6,2007,New,Partial,248328
+1243,85,RL,85,10625,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SFoyer,7,6,1974,1974,Gable,CompShg,Plywood,Plywood,BrkFace,81,TA,TA,CBlock,Gd,TA,Gd,GLQ,885,LwQ,168,0,1053,GasA,TA,Y,SBrkr,1173,0,0,1173,1,0,2,0,3,1,Gd,6,Typ,2,TA,Attchd,1974,RFn,2,528,TA,TA,Y,0,120,0,0,0,0,NA,MnPrv,NA,0,1,2010,WD,Family,170000
+1244,20,RL,107,13891,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,1Story,10,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,NA,NA,Ex,TA,PConc,Ex,Gd,Gd,GLQ,1386,Unf,0,690,2076,GasA,Ex,Y,SBrkr,2076,0,0,2076,1,0,2,1,2,1,Ex,7,Typ,1,Gd,Attchd,2006,Fin,3,850,TA,TA,Y,216,229,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial,465000
+1245,70,RL,NA,11435,Pave,NA,IR1,HLS,AllPub,Corner,Mod,Crawfor,Norm,Norm,1Fam,2Story,8,7,1929,1950,Gable,CompShg,BrkFace,Stucco,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,792,792,GasA,Fa,Y,SBrkr,792,725,0,1517,0,0,1,0,3,1,Gd,7,Typ,2,Gd,Detchd,1931,Unf,2,400,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,230000
+1246,80,RL,78,12090,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,6,7,1984,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,74,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,585,585,GasA,Ex,Y,SBrkr,1140,728,0,1868,0,0,3,1,3,1,TA,7,Typ,1,TA,BuiltIn,1984,Fin,2,477,TA,TA,Y,268,112,0,0,147,0,NA,NA,NA,0,1,2007,WD,Abnorml,178000
+1247,60,FV,65,8125,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,756,756,GasA,Ex,Y,SBrkr,756,797,0,1553,0,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2005,RFn,2,615,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,3,2006,New,Partial,186500
+1248,80,RL,NA,12328,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,SLvl,6,5,1976,1976,Gable,CompShg,HdBoard,HdBoard,BrkFace,335,TA,TA,CBlock,TA,TA,Av,GLQ,539,Unf,0,473,1012,GasA,TA,Y,SBrkr,1034,0,0,1034,1,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1976,Unf,3,888,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,169900
+1249,75,RM,60,9600,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2.5Unf,6,5,1917,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,BrkTil,Gd,TA,No,Rec,319,Unf,0,416,735,OthW,Fa,N,SBrkr,1134,924,0,2058,0,0,1,1,3,1,TA,8,Typ,1,Gd,Detchd,1950,Unf,2,396,Fa,Fa,P,0,0,259,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,129500
+1250,20,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1950,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,534,Rec,96,246,876,GasA,TA,Y,SBrkr,988,0,0,988,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1950,Unf,1,276,TA,TA,Y,0,80,0,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,119000
+1251,20,RL,93,11160,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,7,5,1968,1968,Hip,CompShg,BrkFace,BrkFace,None,0,Gd,TA,CBlock,TA,TA,No,ALQ,1065,Unf,0,1045,2110,GasA,Ex,Y,SBrkr,2110,0,0,2110,1,0,2,1,3,1,Ex,8,Typ,2,TA,Attchd,1968,Fin,2,522,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,244000
+1252,120,RL,NA,3136,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2003,2003,Gable,CompShg,VinylSd,Wd Shng,Stone,163,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1405,1405,GasA,Ex,Y,SBrkr,1405,0,0,1405,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2003,RFn,2,478,TA,TA,Y,148,36,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,171750
+1253,20,RL,62,9858,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,6,1968,1968,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,510,Unf,0,354,864,GasA,TA,Y,SBrkr,874,0,0,874,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1968,RFn,1,288,TA,TA,Y,33,0,0,0,0,0,NA,GdWo,Shed,600,11,2009,WD,Normal,130000
+1254,60,RL,NA,17542,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Veenker,Norm,Norm,1Fam,2Story,7,7,1974,2003,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,Gd,TA,CBlock,TA,TA,Gd,LwQ,125,ALQ,1031,36,1192,GasA,TA,Y,SBrkr,1516,651,0,2167,1,0,2,1,3,1,Gd,9,Typ,2,Gd,Attchd,1974,RFn,2,518,TA,TA,Y,220,47,0,0,0,0,NA,MnPrv,NA,0,7,2007,WD,Normal,294000
+1255,60,RL,60,6931,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,2Story,7,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,Stone,92,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,746,746,GasA,Ex,Y,SBrkr,760,896,0,1656,0,0,2,1,3,1,Gd,7,Typ,1,Gd,BuiltIn,2003,Fin,2,397,TA,TA,Y,178,128,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,165400
+1256,50,RM,52,6240,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,6,1931,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,Fa,No,LwQ,425,Unf,0,459,884,GasA,TA,Y,FuseA,959,408,0,1367,0,0,1,0,3,1,TA,6,Typ,1,Gd,Detchd,1978,Unf,1,560,TA,TA,Y,0,0,0,0,120,0,NA,NA,NA,0,11,2007,WD,Normal,127500
+1257,20,RL,91,14303,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,1Story,8,5,1994,1994,Hip,CompShg,HdBoard,HdBoard,BrkFace,554,Gd,TA,PConc,Gd,TA,Gd,GLQ,1314,Unf,0,672,1986,GasA,Ex,Y,SBrkr,1987,0,0,1987,1,0,2,0,2,1,Gd,7,Typ,1,TA,Attchd,1994,Fin,2,691,TA,TA,Y,262,36,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,301500
+1258,30,RL,56,4060,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Edwards,Feedr,Norm,1Fam,1Story,5,8,1922,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,Fa,TA,No,Unf,0,Unf,0,864,864,GasA,Ex,Y,SBrkr,864,0,0,864,0,0,1,0,2,1,TA,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,96,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,99900
+1259,80,RL,59,9587,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,SLvl,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,Stone,182,Gd,TA,PConc,Gd,TA,Gd,GLQ,655,Unf,0,201,856,GasA,Ex,Y,SBrkr,1166,0,0,1166,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,2005,Fin,2,400,TA,TA,Y,212,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,190000
+1260,20,RL,65,9750,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,8,1969,1969,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,602,LwQ,438,14,1054,GasA,Gd,Y,SBrkr,1054,0,0,1054,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1969,Unf,2,460,TA,TA,Y,180,0,0,0,80,0,NA,NA,NA,0,7,2008,WD,Normal,151000
+1261,60,RL,NA,24682,Pave,NA,IR3,Lvl,AllPub,CulDSac,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,6,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,841,841,GasA,Ex,Y,SBrkr,892,783,0,1675,0,0,2,1,3,1,TA,7,Typ,1,TA,BuiltIn,1999,Fin,2,502,TA,TA,Y,0,103,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,181000
+1262,20,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1956,1956,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Rec,504,Unf,0,546,1050,GasA,Gd,Y,SBrkr,1050,0,0,1050,0,0,1,0,2,1,TA,5,Typ,0,NA,Attchd,1956,Unf,1,338,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,128900
+1263,50,RL,NA,11250,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,ClearCr,Norm,Norm,1Fam,1.5Fin,4,5,1957,1989,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,Unf,0,Unf,0,1104,1104,GasA,Ex,Y,FuseA,1104,684,0,1788,1,0,1,0,5,1,TA,8,Min2,2,TA,Attchd,1957,Unf,1,304,TA,TA,Y,120,0,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,161500
+1264,70,RL,60,13515,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,2Story,6,6,1919,1950,Gambrel,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,764,764,GasA,Ex,Y,FuseA,1060,764,0,1824,0,0,1,0,3,1,TA,8,Typ,1,Gd,Detchd,1940,Unf,2,520,TA,TA,N,0,0,126,0,0,0,NA,GdPrv,NA,0,7,2007,WD,Normal,180500
+1265,120,RH,34,4060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,TwnhsE,1Story,6,5,1998,1999,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,266,Unf,0,1139,1405,GasA,Ex,Y,SBrkr,1337,0,0,1337,1,0,2,0,2,1,Gd,5,Typ,0,NA,Attchd,1998,Fin,2,511,TA,TA,Y,144,68,0,0,0,0,NA,NA,NA,0,8,2008,COD,Abnorml,181000
+1266,160,FV,35,3735,Pave,NA,Reg,Lvl,AllPub,FR3,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,1999,1999,Hip,CompShg,MetalSd,MetalSd,BrkFace,218,Gd,TA,PConc,Gd,TA,No,GLQ,450,Unf,0,241,691,GasA,Ex,Y,SBrkr,713,739,0,1452,1,0,2,1,3,1,Gd,6,Typ,0,NA,Detchd,1999,Unf,2,506,TA,TA,Y,0,34,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,183900
+1267,190,RM,60,10120,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,OldTown,Feedr,Norm,2fmCon,2.5Unf,7,4,1910,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,Fa,TA,CBlock,TA,TA,No,Unf,0,Unf,0,925,925,GasA,TA,N,FuseF,964,925,0,1889,0,0,1,1,4,2,TA,9,Typ,1,Gd,Detchd,1960,Unf,1,308,TA,TA,N,0,0,264,0,0,0,NA,MnPrv,NA,0,1,2007,WD,Normal,122000
+1268,20,RL,89,13214,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,9,5,2008,2009,Hip,CompShg,Stucco,CmentBd,None,0,Ex,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,2002,2002,GasA,Ex,Y,SBrkr,2018,0,0,2018,0,0,2,0,3,1,Ex,10,Typ,1,Gd,Attchd,2009,Fin,3,746,TA,TA,Y,144,76,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,378500
+1269,50,RL,NA,14100,Pave,NA,IR1,Lvl,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,1.5Fin,8,9,1935,1997,Gable,CompShg,Stucco,Stucco,BrkFace,632,TA,Gd,CBlock,TA,TA,Mn,Rec,192,Unf,0,536,728,GasA,Ex,Y,SBrkr,1968,1479,0,3447,0,0,3,1,4,1,Gd,11,Typ,2,Gd,BuiltIn,1982,Unf,3,1014,TA,TA,Y,314,12,0,0,0,0,NA,GdWo,NA,0,5,2008,WD,Normal,381000
+1270,50,RL,78,11344,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1.5Fin,5,5,1958,1958,Gable,CompShg,MetalSd,MetalSd,BrkFace,180,TA,TA,CBlock,TA,TA,No,BLQ,460,Unf,0,414,874,GasW,TA,Y,FuseA,874,650,0,1524,0,0,1,1,3,1,TA,7,Typ,0,NA,Attchd,1958,Unf,1,315,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,7,2007,WD,Normal,144000
+1271,40,RL,NA,23595,Pave,NA,Reg,Low,AllPub,Inside,Sev,ClearCr,Norm,Norm,1Fam,1Story,7,6,1979,1979,Shed,WdShake,Plywood,Plywood,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,1258,Unf,0,74,1332,GasA,TA,Y,SBrkr,1332,192,0,1524,2,0,0,1,0,1,Gd,4,Typ,1,TA,Attchd,1979,Fin,2,586,TA,TA,Y,268,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,260000
+1272,20,RL,NA,9156,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,PosN,Norm,1Fam,1Story,6,7,1968,1968,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1489,1489,GasA,Gd,Y,SBrkr,1489,0,0,1489,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,1968,RFn,2,462,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,185750
+1273,20,RL,NA,13526,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,6,1965,1965,Hip,CompShg,HdBoard,Plywood,BrkFace,114,TA,TA,CBlock,TA,TA,No,BLQ,560,LwQ,375,0,935,GasA,TA,Y,SBrkr,935,0,0,935,1,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1965,Unf,1,288,TA,TA,Y,180,0,0,0,0,0,NA,MnPrv,NA,0,11,2006,WD,Normal,137000
+1274,80,RL,124,11512,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Edwards,Norm,Norm,1Fam,SLvl,6,7,1959,2006,Gable,CompShg,Plywood,Plywood,BrkFace,84,TA,TA,CBlock,TA,TA,Av,ALQ,719,Unf,0,300,1019,GasA,Gd,Y,SBrkr,1357,0,0,1357,1,0,1,0,2,1,Ex,5,Typ,1,Gd,Basment,1959,RFn,1,312,TA,TA,Y,0,0,0,0,163,0,NA,GdPrv,NA,0,5,2008,WD,Normal,177000
+1275,50,RL,53,5362,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,5,6,1910,2003,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,661,661,GasA,Ex,Y,SBrkr,661,589,0,1250,0,0,2,0,3,1,TA,8,Typ,1,Gd,Detchd,1985,Unf,2,552,TA,TA,Y,242,0,81,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,139000
+1276,90,RL,95,11345,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Feedr,Norm,Duplex,2Story,5,5,1948,1950,Gable,Roll,AsbShng,AsbShng,Stone,567,TA,TA,CBlock,TA,TA,No,Rec,220,Unf,0,708,928,GasA,Gd,Y,FuseA,928,992,0,1920,0,0,2,0,4,2,TA,10,Typ,0,NA,Detchd,1948,Unf,2,400,TA,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,137000
+1277,60,RL,NA,12936,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,6,1972,1972,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,Gd,No,BLQ,593,Unf,0,130,723,GasA,TA,Y,SBrkr,735,660,0,1395,0,1,1,1,3,1,TA,6,Typ,1,TA,Attchd,1972,Unf,2,497,TA,TA,Y,294,116,0,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,162000
+1278,80,RL,NA,17871,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,6,5,1967,1976,Gable,CompShg,HdBoard,HdBoard,BrkFace,359,TA,TA,CBlock,Gd,TA,Av,ALQ,528,Unf,0,1152,1680,GasA,Fa,Y,SBrkr,1724,0,0,1724,1,0,1,1,3,1,TA,7,Typ,1,Gd,Attchd,1967,RFn,2,480,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,197900
+1279,60,RL,75,9473,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,NA,NA,Gd,TA,PConc,Gd,TA,No,GLQ,804,Unf,0,324,1128,GasA,Ex,Y,SBrkr,1128,903,0,2031,1,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2002,RFn,2,577,TA,TA,Y,0,211,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,237000
+1280,50,C (all),60,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,4,1920,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,698,698,GasA,TA,Y,FuseA,698,430,0,1128,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1980,RFn,2,528,TA,TA,Y,30,0,164,0,0,0,NA,NA,NA,0,4,2010,COD,Abnorml,68400
+1281,20,RL,67,9808,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,110,Gd,TA,PConc,Gd,TA,No,GLQ,788,Unf,0,785,1573,GasA,Ex,Y,SBrkr,1573,0,0,1573,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2002,RFn,2,544,TA,TA,Y,0,72,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,227000
+1282,20,RL,50,8049,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Timber,Norm,Norm,1Fam,1Story,7,5,1990,1990,Hip,CompShg,HdBoard,HdBoard,BrkFace,54,TA,TA,CBlock,Gd,TA,No,ALQ,1053,Unf,0,256,1309,GasA,TA,Y,SBrkr,1339,0,0,1339,1,0,2,0,2,1,TA,6,Typ,1,TA,Attchd,1990,Fin,2,484,Gd,Gd,Y,0,58,0,0,90,0,NA,NA,NA,0,7,2006,WD,Normal,180000
+1283,20,RL,61,8800,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,7,1977,2008,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Gd,TA,Mn,LwQ,532,Rec,144,364,1040,GasA,TA,Y,SBrkr,1040,0,0,1040,0,0,2,0,3,1,Gd,5,Typ,0,NA,Detchd,1977,Unf,2,484,TA,TA,Y,0,0,0,0,288,0,NA,NA,NA,0,9,2009,WD,Normal,150500
+1284,90,RL,94,9400,Pave,NA,Reg,Low,AllPub,Corner,Gtl,Mitchel,Norm,Norm,Duplex,2Story,6,5,1971,1971,Mansard,CompShg,MetalSd,Wd Shng,None,0,TA,TA,CBlock,TA,TA,Av,Unf,0,Unf,0,912,912,GasA,TA,Y,SBrkr,912,912,0,1824,0,0,2,2,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,128,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,139000
+1285,50,RL,50,9638,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Feedr,Norm,1Fam,1.5Fin,6,7,1919,1990,Gable,CompShg,Wd Sdng,Wd Shng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,804,804,GasA,Ex,Y,SBrkr,1699,748,0,2447,0,0,2,0,4,1,Gd,10,Min2,1,Gd,Detchd,1969,Unf,1,336,TA,TA,Y,272,0,42,0,116,0,NA,NA,NA,0,3,2010,WD,Normal,169000
+1286,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,6,1939,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Fa,CBlock,TA,TA,No,Unf,0,Unf,0,780,780,GasA,Ex,Y,FuseF,825,587,0,1412,0,0,1,0,4,1,TA,6,Typ,1,Gd,Detchd,1939,Unf,1,280,TA,TA,Y,45,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,132500
+1287,20,RL,NA,9790,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Feedr,Norm,1Fam,1Story,6,5,1963,1963,Hip,CompShg,HdBoard,HdBoard,BrkFace,451,TA,TA,CBlock,TA,TA,No,ALQ,569,Rec,81,678,1328,GasA,TA,Y,SBrkr,1328,0,0,1328,1,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1963,Unf,2,528,TA,TA,Y,0,26,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,143000
+1288,20,RL,NA,36500,Pave,NA,IR1,Low,AllPub,Inside,Mod,ClearCr,Norm,Norm,1Fam,1Story,5,5,1964,1964,Gable,CompShg,Wd Sdng,Wd Sdng,BrkCmn,621,TA,Gd,CBlock,TA,TA,Av,Rec,812,Unf,0,812,1624,GasA,Fa,Y,SBrkr,1582,0,0,1582,0,1,2,0,4,1,TA,7,Typ,0,NA,Attchd,1964,Unf,2,390,TA,TA,N,168,198,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,190000
+1289,120,RL,40,5664,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,StoneBr,Norm,Norm,TwnhsE,1Story,8,5,2000,2000,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,1158,Unf,0,343,1501,GasA,Ex,Y,SBrkr,1659,0,0,1659,1,0,2,0,2,1,Ex,5,Typ,1,Ex,Attchd,2000,Fin,2,499,TA,TA,Y,212,59,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,278000
+1290,60,RL,86,11065,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,1Fam,2Story,8,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,Stone,788,Gd,TA,PConc,Gd,TA,Mn,Unf,0,Unf,0,1085,1085,GasA,Ex,Y,SBrkr,1120,850,0,1970,0,0,2,1,3,1,Ex,8,Typ,1,Gd,BuiltIn,2006,Fin,3,753,TA,TA,Y,177,74,0,0,0,0,NA,NA,NA,0,10,2006,New,Partial,281000
+1291,80,RL,NA,14112,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,SLvl,5,7,1964,1964,Hip,CompShg,Wd Sdng,HdBoard,BrkFace,86,TA,TA,PConc,TA,TA,Av,GLQ,1014,Unf,0,138,1152,GasA,TA,Y,SBrkr,1152,0,0,1152,1,0,1,0,3,1,TA,6,Typ,1,Gd,Attchd,1964,RFn,2,484,TA,TA,Y,227,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,180500
+1292,160,RM,21,1680,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,5,7,1972,1972,Gable,CompShg,CemntBd,CmentBd,BrkFace,268,TA,TA,CBlock,TA,TA,No,ALQ,231,Unf,0,399,630,GasA,TA,Y,SBrkr,630,672,0,1302,0,0,2,1,3,1,TA,6,Typ,0,NA,Detchd,1972,Unf,1,264,TA,TA,Y,185,0,0,0,0,0,NA,NA,NA,0,2,2009,WD,Normal,119500
+1293,70,RM,60,6600,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,5,4,1892,1965,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,Stone,TA,TA,No,Unf,0,Unf,0,994,994,GasA,TA,N,SBrkr,1378,994,0,2372,0,0,2,0,4,2,TA,11,Min2,0,NA,Attchd,1985,RFn,1,432,TA,TA,Y,0,287,0,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,107500
+1294,60,RL,78,10140,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,5,1976,1976,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,Gd,TA,No,GLQ,194,Unf,0,638,832,GasA,TA,Y,SBrkr,832,832,0,1664,0,0,2,1,4,1,TA,8,Typ,1,TA,Attchd,1976,RFn,2,528,TA,TA,Y,0,28,0,0,259,0,NA,GdWo,NA,0,3,2006,WD,Normal,162900
+1295,20,RL,60,8172,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,7,1955,1990,Hip,CompShg,WdShing,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Rec,167,Unf,0,697,864,GasA,TA,Y,SBrkr,864,0,0,864,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1957,Unf,2,572,TA,TA,N,0,0,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,115000
+1296,20,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Feedr,Norm,1Fam,1Story,5,5,1968,1968,Hip,CompShg,HdBoard,HdBoard,BrkFace,168,TA,TA,CBlock,TA,TA,Av,BLQ,1016,Unf,0,36,1052,GasA,Gd,Y,SBrkr,1052,0,0,1052,1,0,1,1,3,1,TA,5,Typ,0,NA,Attchd,1968,RFn,1,288,TA,TA,Y,356,0,0,0,0,0,NA,GdWo,NA,0,11,2006,WD,Normal,138500
+1297,20,RL,80,8700,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1963,1963,Hip,CompShg,MetalSd,MetalSd,BrkFace,148,TA,Gd,CBlock,TA,TA,Mn,ALQ,776,Unf,0,344,1120,GasA,Gd,Y,SBrkr,1128,0,0,1128,1,0,2,0,3,1,TA,6,Typ,0,NA,Attchd,1963,RFn,2,525,TA,TA,Y,192,20,123,0,0,0,NA,MnPrv,NA,0,12,2008,WD,Normal,155000
+1298,180,RM,35,3675,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,TwnhsE,SFoyer,6,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,BrkFace,82,TA,TA,PConc,Gd,TA,Gd,GLQ,547,Unf,0,0,547,GasA,Gd,Y,SBrkr,1072,0,0,1072,1,0,2,0,2,1,TA,5,Typ,0,NA,Basment,2005,Fin,2,525,TA,TA,Y,0,44,0,0,0,0,NA,NA,NA,0,6,2006,New,Partial,140000
+1299,60,RL,313,63887,Pave,NA,IR3,Bnk,AllPub,Corner,Gtl,Edwards,Feedr,Norm,1Fam,2Story,10,5,2008,2008,Hip,ClyTile,Stucco,Stucco,Stone,796,Ex,TA,PConc,Ex,TA,Gd,GLQ,5644,Unf,0,466,6110,GasA,Ex,Y,SBrkr,4692,950,0,5642,2,0,2,1,3,1,Ex,12,Typ,3,Gd,Attchd,2008,Fin,2,1418,TA,TA,Y,214,292,0,0,0,480,Gd,NA,NA,0,1,2008,New,Partial,160000
+1300,20,RL,75,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,7,1959,1994,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,LwQ,340,Rec,906,0,1246,GasA,Ex,Y,SBrkr,1246,0,0,1246,1,0,1,1,3,1,Gd,6,Typ,0,NA,Attchd,1959,RFn,1,305,TA,TA,Y,218,0,0,0,0,0,NA,GdPrv,NA,0,5,2010,WD,Normal,154000
+1301,60,RL,NA,10762,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,None,344,Gd,TA,PConc,Gd,TA,No,GLQ,694,Unf,0,284,978,GasA,Ex,Y,SBrkr,1005,978,0,1983,0,0,2,1,3,1,Gd,9,Typ,1,TA,Attchd,1999,Fin,2,490,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,225000
+1302,70,RL,NA,7500,Pave,NA,IR1,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,6,7,1942,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,BLQ,547,Unf,0,224,771,GasA,Fa,Y,SBrkr,753,741,0,1494,0,0,1,0,3,1,Gd,7,Typ,2,Gd,Attchd,1942,Unf,1,213,TA,TA,P,0,0,0,0,224,0,NA,NA,NA,0,11,2009,WD,Normal,177500
+1303,60,RL,92,10120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1994,1994,Hip,CompShg,VinylSd,VinylSd,BrkFace,391,Gd,TA,PConc,Gd,TA,No,GLQ,740,Unf,0,425,1165,GasA,Ex,Y,SBrkr,1203,1323,0,2526,1,0,2,1,4,1,Gd,8,Typ,1,TA,Attchd,1994,RFn,3,844,TA,TA,Y,309,78,0,0,0,0,NA,NA,NA,0,12,2006,WD,Normal,290000
+1304,20,RL,73,8688,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,228,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1616,1616,GasA,Ex,Y,SBrkr,1616,0,0,1616,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2005,RFn,3,834,TA,TA,Y,208,59,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,232000
+1305,160,RM,32,3363,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,TwnhsE,2Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,Stone,117,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,976,976,GasA,Ex,Y,SBrkr,976,732,0,1708,0,0,2,0,3,1,Gd,7,Maj1,0,NA,Detchd,2004,Unf,2,380,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,4,2006,WD,Normal,130000
+1306,20,RL,108,13173,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2006,2007,Hip,CompShg,VinylSd,VinylSd,Stone,300,Gd,TA,PConc,Ex,TA,No,GLQ,1572,Unf,0,80,1652,GasA,Ex,Y,SBrkr,1652,0,0,1652,1,0,2,0,2,1,Ex,6,Typ,2,Ex,Attchd,2006,Fin,2,840,TA,TA,Y,404,102,0,0,0,0,NA,NA,NA,0,11,2009,WD,Normal,325000
+1307,120,RL,48,6955,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NridgHt,Norm,Norm,TwnhsE,1Story,7,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,94,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1368,1368,GasA,Ex,Y,SBrkr,1368,0,0,1368,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2005,RFn,2,474,TA,TA,Y,132,35,0,0,0,0,NA,NA,NA,0,9,2006,New,Partial,202500
+1308,20,RL,60,8072,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,5,1994,1995,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,PConc,Gd,Gd,No,ALQ,746,Unf,0,244,990,GasA,Ex,Y,SBrkr,990,0,0,990,1,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,2000,Unf,2,480,TA,TA,Y,0,64,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,138000
+1309,20,RM,100,12000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,7,1948,2005,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,GLQ,144,ALQ,608,172,924,GasA,Ex,Y,SBrkr,1122,0,0,1122,1,0,1,0,2,1,Gd,6,Typ,0,NA,Attchd,1948,Unf,2,528,TA,TA,Y,0,36,0,0,0,0,NA,GdWo,NA,0,5,2008,WD,Normal,147000
+1310,20,RL,NA,7153,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,6,5,1991,1991,Gable,CompShg,HdBoard,HdBoard,BrkFace,88,TA,TA,CBlock,Gd,TA,No,GLQ,1200,Unf,0,78,1278,GasA,Gd,Y,SBrkr,1294,0,0,1294,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,1991,RFn,2,496,TA,TA,Y,112,51,0,0,0,0,NA,GdWo,NA,0,6,2008,WD,Normal,179200
+1311,20,RL,100,17500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,PosA,Norm,1Fam,1Story,7,8,1959,2002,Gable,CompShg,BrkFace,HdBoard,None,0,Gd,Gd,PConc,Gd,TA,Av,GLQ,1406,Unf,0,496,1902,GasA,TA,Y,SBrkr,1902,0,0,1902,1,0,2,0,3,1,Ex,7,Typ,2,TA,Attchd,1959,Fin,2,567,TA,TA,Y,0,207,162,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,335000
+1312,20,RL,68,8814,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2005,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,80,Gd,TA,PConc,Gd,TA,No,GLQ,925,Unf,0,349,1274,GasA,Ex,Y,SBrkr,1274,0,0,1274,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2005,RFn,2,508,TA,TA,Y,264,98,0,0,0,0,NA,NA,NA,0,1,2007,New,Partial,203000
+1313,60,RL,NA,9572,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1990,1990,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,336,Gd,TA,PConc,Ex,TA,No,GLQ,482,Unf,0,971,1453,GasA,Ex,Y,SBrkr,1453,1357,0,2810,0,0,2,1,4,1,Gd,9,Typ,1,Ex,Attchd,1990,RFn,2,750,Gd,Gd,Y,500,0,0,0,0,0,NA,NA,NA,0,6,2007,WD,Normal,302000
+1314,60,RL,108,14774,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NoRidge,Norm,Norm,1Fam,2Story,9,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,165,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1393,1393,GasA,Ex,Y,SBrkr,1422,1177,0,2599,0,0,2,1,4,1,Gd,10,Typ,1,TA,BuiltIn,1999,Fin,3,779,TA,TA,Y,668,30,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,333168
+1315,20,RL,60,8190,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,6,1954,1954,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,732,Unf,0,216,948,GasA,Ex,Y,SBrkr,948,0,0,948,1,0,1,0,3,1,TA,5,Typ,1,TA,Detchd,1956,Unf,1,280,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,10,2007,WD,Normal,119000
+1316,60,RL,85,11075,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,5,1969,1969,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,Fa,TA,Mn,ALQ,500,LwQ,276,176,952,GasA,TA,Y,SBrkr,1092,1020,0,2112,0,0,2,1,4,1,TA,9,Typ,2,Gd,Attchd,1969,Unf,2,576,TA,TA,Y,280,0,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,206900
+1317,20,RL,61,10226,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,270,Gd,TA,PConc,Ex,TA,Gd,Unf,0,Unf,0,1622,1622,GasA,Ex,Y,SBrkr,1630,0,0,1630,1,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2008,RFn,3,860,TA,TA,Y,172,42,0,0,0,0,NA,NA,NA,0,1,2009,WD,Normal,295493
+1318,120,FV,47,4230,Pave,Pave,Reg,Lvl,AllPub,Corner,Gtl,Somerst,Norm,Norm,TwnhsE,1Story,7,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Ex,Gd,No,Unf,0,Unf,0,1352,1352,GasA,Ex,Y,SBrkr,1352,0,0,1352,0,0,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2006,RFn,2,466,TA,TA,Y,0,241,0,0,0,0,NA,NA,NA,0,4,2007,New,Partial,208900
+1319,20,RL,NA,14781,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2001,2002,Hip,CompShg,VinylSd,VinylSd,BrkFace,178,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,1753,1753,GasA,Ex,Y,SBrkr,1787,0,0,1787,0,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,2001,RFn,3,748,TA,TA,Y,198,150,0,0,0,0,NA,NA,NA,0,8,2006,WD,Normal,275000
+1320,20,RL,75,10215,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,4,5,1954,1954,Hip,CompShg,Wd Sdng,Wd Sdng,BrkFace,132,TA,TA,PConc,TA,TA,No,ALQ,492,Unf,0,372,864,GasA,Ex,Y,SBrkr,948,0,0,948,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1954,Unf,1,248,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,2,2007,WD,Normal,111000
+1321,20,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,3,1957,1957,Hip,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,ALQ,189,Rec,661,628,1478,GasA,Gd,Y,SBrkr,1478,0,0,1478,1,0,1,1,3,1,TA,6,Typ,2,Gd,Attchd,1957,RFn,2,442,TA,TA,Y,114,0,0,0,216,0,NA,NA,NA,0,6,2009,WD,Normal,156500
+1322,20,RL,NA,6627,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,BrkSide,Feedr,Norm,1Fam,1Story,3,6,1949,1950,Hip,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,NA,NA,NA,NA,0,NA,0,0,0,Floor,TA,N,SBrkr,720,0,0,720,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1955,Unf,1,287,TA,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,72500
+1323,60,RL,107,10186,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1992,1992,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,674,Unf,0,76,750,GasA,Ex,Y,SBrkr,1061,862,0,1923,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1992,RFn,2,564,TA,TA,Y,240,39,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,190000
+1324,30,RL,50,5330,Pave,NA,Reg,HLS,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1Story,4,7,1940,1950,Hip,CompShg,VinylSd,VinylSd,None,0,Fa,TA,CBlock,TA,TA,No,LwQ,280,Unf,0,140,420,GasA,Gd,Y,SBrkr,708,0,0,708,0,0,1,0,2,1,Fa,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,164,0,0,0,0,0,NA,NA,NA,0,12,2009,WD,Normal,82500
+1325,20,RL,75,9986,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,428,Gd,TA,PConc,Ex,TA,Av,Unf,0,Unf,0,1795,1795,GasA,Ex,Y,SBrkr,1795,0,0,1795,0,0,2,0,2,1,Gd,7,Typ,1,Gd,Attchd,2007,RFn,3,895,TA,TA,Y,0,49,0,0,0,0,NA,NA,NA,0,2,2007,New,Partial,147000
+1326,30,RM,40,3636,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1Story,4,4,1922,1950,Gable,CompShg,AsbShng,AsbShng,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,796,796,GasA,Fa,N,SBrkr,796,0,0,796,0,0,1,0,2,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,0,100,0,0,0,NA,MnPrv,NA,0,1,2008,WD,Normal,55000
+1327,30,RH,70,4270,Pave,NA,Reg,Bnk,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,1Story,3,6,1931,2006,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,No,Rec,544,Unf,0,0,544,GasA,Ex,Y,SBrkr,774,0,0,774,0,0,1,0,3,1,Gd,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,286,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,79000
+1328,20,RL,60,6600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,9,1982,2008,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,Gd,CBlock,TA,TA,No,ALQ,641,Unf,0,175,816,GasA,Ex,Y,SBrkr,816,0,0,816,0,1,1,0,3,1,Gd,5,Typ,1,Ex,Attchd,1982,Unf,1,264,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,10,2008,WD,Normal,130500
+1329,50,RM,60,10440,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1.5Fin,6,7,1920,1950,Gable,CompShg,BrkFace,Wd Sdng,None,0,Gd,Gd,BrkTil,Gd,TA,No,LwQ,493,Unf,0,1017,1510,GasW,Ex,Y,SBrkr,1584,1208,0,2792,0,0,2,0,5,1,TA,8,Mod,2,TA,Detchd,1920,Unf,2,520,Fa,TA,Y,0,547,0,0,480,0,NA,MnPrv,Shed,1150,6,2008,WD,Normal,256000
+1330,60,RL,63,9084,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,7,5,1998,1998,Hip,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,935,935,GasA,Gd,Y,SBrkr,955,677,0,1632,0,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,1998,Fin,2,462,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,176500
+1331,20,RL,85,10000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,Stone,410,Gd,TA,PConc,Gd,Gd,Av,Unf,0,Unf,0,1588,1588,GasA,Ex,Y,SBrkr,1588,0,0,1588,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,RFn,3,825,TA,TA,Y,144,45,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,227000
+1332,80,RL,55,10780,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,SLvl,5,5,1976,1976,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,483,Unf,0,428,911,GasA,Gd,Y,SBrkr,954,0,0,954,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1976,Unf,2,576,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,132500
+1333,20,RL,67,8877,Pave,NA,Reg,Lvl,AllPub,Inside,Mod,Edwards,Norm,Norm,1Fam,1Story,4,6,1938,1958,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Mn,ALQ,690,Unf,0,126,816,GasA,Ex,Y,SBrkr,816,0,0,816,1,0,1,0,2,1,TA,3,Typ,1,Gd,Detchd,1958,Unf,1,288,Fa,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,100000
+1334,50,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,5,6,1938,1995,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,803,803,GasA,Ex,Y,SBrkr,803,557,0,1360,0,0,1,1,2,1,Gd,6,Typ,0,NA,Detchd,1951,Unf,1,297,TA,TA,Y,0,65,190,0,0,0,NA,MnPrv,NA,0,7,2006,WD,Normal,125500
+1335,160,RM,24,2368,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,TwnhsE,2Story,5,6,1970,1970,Gable,CompShg,HdBoard,HdBoard,None,312,TA,TA,CBlock,TA,TA,No,LwQ,765,Unf,0,0,765,GasA,TA,Y,SBrkr,765,600,0,1365,0,0,1,1,3,1,TA,7,Min1,0,NA,Attchd,1970,Unf,2,440,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,125000
+1336,20,RL,80,9650,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,5,1977,1977,Gable,CompShg,Plywood,Plywood,BrkFace,360,TA,TA,CBlock,Gd,TA,No,ALQ,686,Unf,0,664,1350,GasA,TA,Y,SBrkr,1334,0,0,1334,0,1,2,0,2,1,TA,6,Typ,1,TA,Attchd,1977,RFn,2,630,TA,TA,Y,0,16,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,167900
+1337,90,RL,87,9246,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Feedr,Norm,Duplex,1Story,5,5,1973,1973,Gable,CompShg,Plywood,Plywood,BrkFace,564,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1656,1656,GasA,TA,Y,SBrkr,1656,0,0,1656,0,0,2,0,4,2,TA,8,Typ,0,NA,Detchd,1973,Unf,2,506,TA,TA,Y,0,211,0,0,0,0,NA,NA,NA,0,11,2008,WD,Normal,135000
+1338,30,RM,153,4118,Pave,Grvl,IR1,Bnk,AllPub,Corner,Mod,OldTown,Feedr,Norm,1Fam,1Story,4,4,1941,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,693,693,Grav,Fa,N,FuseA,693,0,0,693,0,0,1,0,2,1,Fa,4,Typ,0,NA,NA,NA,NA,0,0,NA,NA,N,0,20,0,0,0,0,NA,NA,NA,0,3,2006,WD,Normal,52500
+1339,60,RL,95,13450,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,700,Unf,0,216,916,GasA,Ex,Y,SBrkr,920,941,0,1861,1,0,2,1,3,1,Gd,8,Typ,0,NA,BuiltIn,2002,RFn,2,492,TA,TA,Y,146,91,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,200000
+1340,20,RL,120,9560,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,1Story,5,7,1972,1972,Hip,CompShg,MetalSd,MetalSd,None,0,TA,Gd,CBlock,TA,TA,Mn,Rec,360,Unf,0,504,864,GasA,Ex,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1972,RFn,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,128500
+1341,20,RL,70,8294,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,5,1971,1971,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,858,858,GasA,TA,Y,SBrkr,872,0,0,872,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1974,Unf,4,480,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,6,2007,WD,Normal,123000
+1342,20,RL,66,13695,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SawyerW,RRAe,Norm,1Fam,1Story,6,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,GLQ,814,Unf,0,300,1114,GasA,Ex,Y,SBrkr,1114,0,0,1114,1,0,1,0,3,1,Gd,6,Typ,0,NA,Detchd,2004,Unf,2,576,TA,TA,Y,0,78,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,155000
+1343,60,RL,NA,9375,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,2002,2002,Gable,CompShg,VinylSd,VinylSd,BrkFace,149,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1284,1284,GasA,Ex,Y,SBrkr,1284,885,0,2169,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Attchd,2002,RFn,2,647,TA,TA,Y,192,87,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,228500
+1344,50,RL,57,7558,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1.5Fin,6,6,1928,1950,Gable,CompShg,BrkFace,Stone,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,896,896,GasA,Gd,Y,SBrkr,1172,741,0,1913,0,0,1,1,3,1,TA,9,Typ,1,TA,Detchd,1929,Unf,2,342,Fa,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2009,WD,Normal,177000
+1345,60,RL,85,11103,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,728,728,GasA,Ex,Y,SBrkr,728,728,0,1456,0,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,2006,Fin,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,7,2007,New,Partial,155835
+1346,30,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,4,1920,1950,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,PConc,TA,TA,No,ALQ,250,Unf,0,710,960,GasA,Gd,Y,FuseA,960,0,0,960,0,0,1,0,2,1,Fa,5,Typ,0,NA,Detchd,1997,Unf,1,308,TA,TA,Y,0,0,168,0,0,0,NA,NA,NA,0,7,2007,WD,Normal,108500
+1347,20,RL,NA,20781,Pave,NA,IR2,Lvl,AllPub,CulDSac,Gtl,NWAmes,PosN,Norm,1Fam,1Story,7,7,1968,2003,Hip,CompShg,BrkFace,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,297,Rec,68,1203,1568,GasA,TA,Y,SBrkr,2156,0,0,2156,0,0,2,0,3,1,TA,9,Typ,1,Gd,Attchd,1968,RFn,2,508,Gd,TA,Y,0,80,0,290,0,0,NA,NA,NA,0,6,2006,WD,Normal,262500
+1348,20,RL,93,15306,Pave,NA,IR1,HLS,AllPub,Corner,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,Stone,100,Gd,TA,PConc,Ex,TA,Gd,GLQ,80,Unf,0,1652,1732,GasA,Ex,Y,SBrkr,1776,0,0,1776,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2006,Fin,3,712,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2007,New,Partial,283463
+1349,20,RL,NA,16196,Pave,NA,IR3,Low,AllPub,Inside,Gtl,SawyerW,Norm,Norm,1Fam,1Story,7,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,Gd,GLQ,1443,Unf,0,39,1482,GasA,Ex,Y,SBrkr,1494,0,0,1494,1,0,2,0,3,1,Gd,5,Typ,1,Fa,Attchd,1998,RFn,2,514,TA,TA,Y,402,25,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,215000
+1350,70,RM,50,5250,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,8,5,1872,1987,Gable,CompShg,MetalSd,MetalSd,None,0,TA,Gd,BrkTil,TA,Fa,No,LwQ,259,Unf,0,425,684,OthW,Fa,N,SBrkr,938,1215,205,2358,0,0,2,0,4,1,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,54,20,0,0,0,NA,NA,NA,0,12,2008,WD,Normal,122000
+1351,90,RL,91,11643,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Artery,Norm,Duplex,2Story,5,5,1969,1969,Gable,CompShg,MetalSd,MetalSd,BrkFace,368,TA,TA,CBlock,TA,TA,No,LwQ,500,Unf,0,748,1248,GasA,TA,Y,SBrkr,1338,1296,0,2634,1,1,2,2,6,2,TA,12,Typ,0,NA,Detchd,1969,Unf,4,968,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2009,WD,Normal,200000
+1352,60,RL,70,9247,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,2Story,6,6,1962,1962,Gable,CompShg,HdBoard,HdBoard,BrkFace,318,TA,TA,CBlock,TA,TA,No,Rec,319,Unf,0,539,858,GasA,Ex,Y,SBrkr,858,858,0,1716,0,0,1,1,4,1,TA,8,Typ,1,Gd,Attchd,1962,Fin,2,490,TA,TA,Y,0,84,0,0,120,0,NA,NA,NA,0,3,2008,WD,Normal,171000
+1353,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,9,1937,2000,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,698,698,GasA,TA,Y,SBrkr,786,390,0,1176,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1999,Unf,2,624,TA,TA,N,210,0,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,134900
+1354,50,RL,56,14720,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NoRidge,Norm,Norm,1Fam,1.5Fin,8,5,1995,1996,Hip,CompShg,VinylSd,VinylSd,BrkFace,579,Gd,TA,PConc,Gd,TA,Av,GLQ,816,Unf,0,1217,2033,GasA,Ex,Y,SBrkr,2053,1185,0,3238,1,0,2,1,4,1,Gd,9,Typ,1,Ex,Attchd,1996,Fin,3,666,TA,TA,Y,283,86,0,0,0,0,NA,NA,NA,0,3,2010,WD,Normal,410000
+1355,60,RL,NA,10316,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,735,Unf,0,257,992,GasA,Ex,Y,SBrkr,992,873,0,1865,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,2000,RFn,3,839,TA,TA,Y,0,184,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,235000
+1356,80,RL,102,10192,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,7,6,1968,1992,Gable,CompShg,MetalSd,MetalSd,BrkFace,143,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,570,570,GasA,Gd,Y,SBrkr,1222,698,0,1920,0,0,3,0,4,1,Gd,8,Typ,1,TA,Attchd,1968,RFn,2,487,TA,TA,Y,0,98,0,0,0,0,NA,GdPrv,NA,0,9,2006,WD,Normal,170000
+1357,20,RL,NA,9477,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1966,1966,Gable,CompShg,HdBoard,HdBoard,BrkFace,65,TA,TA,CBlock,TA,TA,No,Rec,340,Unf,0,524,864,GasA,TA,Y,SBrkr,892,0,0,892,0,0,1,0,3,1,TA,5,Typ,0,NA,Attchd,1966,RFn,1,264,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,10,2008,WD,Normal,110000
+1358,20,RL,NA,12537,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1971,2008,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,No,GLQ,734,Unf,0,344,1078,GasA,Ex,Y,SBrkr,1078,0,0,1078,1,0,1,1,3,1,TA,6,Typ,1,Fa,Attchd,1971,Fin,2,500,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,149900
+1359,160,FV,NA,2117,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,Twnhs,2Story,6,5,2000,2000,Gable,CompShg,MetalSd,MetalSd,BrkFace,216,Gd,TA,PConc,Gd,TA,No,GLQ,378,Unf,0,378,756,GasA,Ex,Y,SBrkr,769,804,0,1573,0,0,2,1,3,1,Gd,5,Typ,0,NA,Detchd,2000,Unf,2,440,TA,TA,Y,0,32,0,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,177500
+1360,20,RL,129,16737,Pave,NA,Reg,Lvl,AllPub,FR3,Gtl,NridgHt,Norm,Norm,1Fam,1Story,9,5,2004,2005,Hip,CompShg,VinylSd,VinylSd,BrkFace,66,Gd,TA,PConc,Ex,TA,Av,GLQ,1447,Unf,0,533,1980,GasA,Ex,Y,SBrkr,1980,0,0,1980,1,0,2,0,3,1,Ex,8,Typ,1,Gd,Attchd,2004,Fin,3,770,TA,TA,Y,194,45,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal,315000
+1361,70,RL,51,9842,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Feedr,Norm,1Fam,2Story,5,6,1921,1998,Gable,CompShg,MetalSd,Wd Sdng,None,0,TA,TA,BrkTil,TA,Fa,No,Unf,0,Unf,0,612,612,GasA,Ex,Y,SBrkr,990,1611,0,2601,0,0,3,1,4,1,TA,8,Typ,0,NA,BuiltIn,1998,RFn,2,621,TA,TA,Y,183,0,301,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,189000
+1362,20,RL,124,16158,Pave,NA,IR1,Low,AllPub,Inside,Mod,StoneBr,Norm,Norm,1Fam,1Story,7,5,2005,2005,Hip,CompShg,VinylSd,VinylSd,Stone,16,Gd,TA,PConc,Ex,TA,Av,ALQ,1274,Unf,0,256,1530,GasA,Ex,Y,SBrkr,1530,0,0,1530,1,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,430,TA,TA,Y,168,36,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,260000
+1363,50,RL,NA,12513,Pave,NA,IR1,Lvl,AllPub,FR2,Gtl,NAmes,Feedr,Norm,1Fam,1.5Fin,4,4,1920,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,Fa,No,Unf,0,Unf,0,715,715,GasA,Gd,Y,SBrkr,1281,457,0,1738,0,0,2,0,4,1,TA,7,Typ,1,Gd,Attchd,1920,Unf,1,368,TA,TA,Y,55,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,104900
+1364,60,RL,73,8499,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,616,616,GasA,Ex,Y,SBrkr,616,796,0,1412,0,0,2,1,3,1,Gd,6,Typ,1,Gd,BuiltIn,2007,Fin,2,432,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,3,2007,New,Partial,156932
+1365,160,FV,30,3180,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,TwnhsE,2Story,7,5,2005,2005,Gable,CompShg,MetalSd,MetalSd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,600,600,GasA,Ex,Y,SBrkr,520,600,80,1200,0,0,2,1,2,1,Gd,4,Typ,0,NA,Detchd,2005,RFn,2,480,TA,TA,Y,0,166,0,0,0,0,NA,NA,NA,0,4,2006,WD,Abnorml,144152
+1366,60,FV,NA,7500,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,533,Unf,0,281,814,GasA,Ex,Y,SBrkr,814,860,0,1674,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,2000,RFn,2,663,TA,TA,Y,0,96,0,0,0,0,NA,NA,NA,0,1,2010,WD,Normal,216000
+1367,60,RL,68,9179,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,1999,1999,Gable,CompShg,VinylSd,VinylSd,BrkFace,158,Gd,TA,PConc,Gd,TA,No,GLQ,633,Unf,0,240,873,GasA,Ex,Y,SBrkr,882,908,0,1790,1,0,2,1,3,1,Gd,7,Typ,0,NA,Attchd,1999,RFn,2,588,TA,TA,Y,0,88,0,0,0,0,NA,NA,NA,0,6,2008,WD,Abnorml,193000
+1368,160,RM,41,2665,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,TwnhsE,2Story,5,6,1977,1977,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,PConc,TA,TA,No,ALQ,548,Rec,173,36,757,GasA,Ex,Y,SBrkr,925,550,0,1475,0,0,2,0,4,1,TA,6,Typ,1,TA,Attchd,1977,RFn,1,336,TA,TA,Y,104,26,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,127000
+1369,120,RM,NA,4435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2003,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,170,Gd,TA,PConc,Gd,TA,Av,GLQ,685,Unf,0,163,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,4,Typ,0,NA,Attchd,2003,Fin,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,144000
+1370,20,RL,48,10635,Pave,NA,IR2,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,1Story,8,5,2003,2003,Hip,CompShg,VinylSd,VinylSd,BrkFace,171,Gd,TA,PConc,Gd,TA,Av,BLQ,370,GLQ,972,315,1657,GasA,Ex,Y,SBrkr,1668,0,0,1668,1,0,2,0,3,1,Gd,8,Typ,1,TA,Attchd,2003,Fin,2,502,TA,TA,Y,0,262,0,0,0,0,NA,NA,NA,0,5,2010,WD,Normal,232000
+1371,50,RL,90,5400,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,4,6,1920,1950,Gable,CompShg,CBlock,CBlock,None,0,Fa,TA,PConc,TA,TA,No,ALQ,315,Rec,105,420,840,GasA,Ex,Y,SBrkr,840,534,0,1374,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1967,Fin,1,338,TA,TA,Y,0,0,198,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,105000
+1372,80,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SLvl,6,6,1955,1996,Hip,CompShg,AsbShng,AsbShng,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,831,Unf,0,161,992,GasA,Gd,Y,SBrkr,1661,0,0,1661,1,0,1,0,3,1,Gd,8,Typ,1,TA,BuiltIn,1955,RFn,1,377,TA,TA,Y,0,28,0,0,178,0,NA,MnPrv,NA,0,10,2008,WD,Normal,165500
+1373,60,RL,75,9750,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,6,1998,1998,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,Av,GLQ,975,Unf,0,133,1108,GasA,Ex,Y,SBrkr,1108,989,0,2097,1,0,2,1,3,1,Gd,8,Typ,1,TA,Detchd,1998,RFn,2,583,TA,TA,Y,253,170,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,274300
+1374,20,RL,NA,11400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,1Story,10,5,2001,2002,Hip,CompShg,VinylSd,VinylSd,BrkFace,705,Ex,TA,PConc,Ex,TA,Gd,GLQ,1282,Unf,0,1351,2633,GasA,Ex,Y,SBrkr,2633,0,0,2633,1,0,2,1,2,1,Ex,8,Typ,2,Gd,Attchd,2001,RFn,3,804,TA,TA,Y,314,140,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,466500
+1375,60,FV,85,10625,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,7,5,2005,2005,Gable,CompShg,CemntBd,CmentBd,None,0,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1026,1026,GasA,Ex,Y,SBrkr,1026,932,0,1958,0,0,2,1,3,1,Gd,9,Typ,1,Gd,Attchd,2005,Fin,3,936,TA,TA,Y,154,210,0,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,250000
+1376,20,RL,89,10991,Pave,NA,IR1,HLS,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,BrkFace,80,Gd,TA,PConc,Gd,TA,Gd,Unf,0,Unf,0,1571,1571,GasA,Ex,Y,SBrkr,1571,0,0,1571,0,0,2,0,3,1,Gd,7,Typ,1,Gd,Attchd,2007,Fin,3,722,TA,TA,Y,100,36,0,0,0,0,NA,NA,NA,0,12,2007,New,Partial,239000
+1377,30,RL,52,6292,Pave,NA,Reg,Bnk,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1Story,6,5,1930,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Gd,TA,Mn,Rec,384,Unf,0,384,768,GasA,TA,N,SBrkr,790,0,0,790,0,0,1,0,2,1,TA,4,Typ,0,NA,Detchd,1925,Unf,1,160,Fa,TA,Y,0,141,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,91000
+1378,50,RL,60,10998,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,5,5,1941,1960,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,LwQ,408,BLQ,420,156,984,GasA,Ex,Y,SBrkr,984,620,0,1604,0,0,2,0,3,1,TA,6,Min2,0,NA,Detchd,1977,Unf,2,660,TA,TA,Y,0,68,0,0,0,0,NA,NA,NA,0,7,2009,WD,Normal,117000
+1379,160,RM,21,1953,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrDale,Norm,Norm,Twnhs,2Story,6,5,1973,1973,Gable,CompShg,HdBoard,HdBoard,BrkFace,408,TA,TA,CBlock,TA,Fa,No,BLQ,309,Unf,0,174,483,GasA,TA,Y,SBrkr,483,504,0,987,0,0,1,1,2,1,TA,5,Typ,0,NA,Detchd,1973,Unf,1,264,TA,TA,Y,72,0,0,0,0,0,NA,NA,NA,0,6,2006,WD,Normal,83000
+1380,80,RL,73,9735,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,SLvl,5,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,384,384,GasA,Gd,Y,NA,754,640,0,1394,0,0,2,1,3,1,Gd,7,Typ,0,NA,BuiltIn,2007,Fin,2,400,TA,TA,Y,100,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,167500
+1381,30,RL,45,8212,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,3,3,1914,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,Fa,BrkTil,TA,Fa,No,Rec,203,Unf,0,661,864,GasA,TA,N,FuseF,864,0,0,864,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1938,Unf,1,200,TA,Fa,Y,0,0,96,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,58500
+1382,20,RL,NA,12925,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,7,1970,1970,Gable,CompShg,BrkFace,Plywood,None,0,TA,TA,CBlock,TA,TA,Mn,BLQ,865,Unf,0,340,1205,GasA,Ex,Y,SBrkr,2117,0,0,2117,0,0,2,1,4,1,TA,7,Typ,2,Gd,Attchd,1970,Fin,2,550,TA,TA,Y,0,42,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,237500
+1383,70,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,2Story,7,7,1920,1950,Hip,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,596,596,GasA,Ex,Y,SBrkr,998,764,0,1762,1,0,1,1,4,1,Gd,8,Typ,0,NA,Detchd,1989,Unf,2,576,TA,TA,N,36,0,221,0,0,0,NA,NA,NA,0,10,2006,WD,Normal,157000
+1384,30,RL,NA,25339,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,1Story,5,7,1918,2007,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,TA,TA,No,Unf,0,Unf,0,816,816,GasA,Ex,Y,SBrkr,1416,0,0,1416,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2007,Unf,2,576,TA,TA,N,0,0,112,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,112000
+1385,50,RL,60,9060,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1.5Fin,6,5,1939,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,Mn,Rec,204,Unf,0,356,560,GasA,TA,Y,SBrkr,698,560,0,1258,0,0,1,0,2,1,TA,6,Typ,0,NA,Detchd,1939,Unf,1,280,TA,TA,P,0,0,0,0,0,0,NA,MnPrv,NA,0,10,2009,WD,Normal,105000
+1386,50,RM,40,5436,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,IDOTRR,Norm,Norm,1Fam,1.5Fin,4,8,1922,2007,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,BrkTil,TA,TA,No,BLQ,735,Unf,0,61,796,GasA,Gd,Y,SBrkr,796,358,0,1154,1,0,1,0,3,1,Gd,7,Typ,0,NA,Detchd,1922,Unf,1,240,TA,TA,N,0,96,0,0,0,0,NA,MnPrv,NA,0,5,2010,WD,Normal,125500
+1387,60,RL,80,16692,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NWAmes,RRAn,Norm,1Fam,2Story,7,5,1978,1978,Gable,CompShg,Plywood,Plywood,BrkFace,184,TA,TA,CBlock,Gd,TA,No,BLQ,790,LwQ,469,133,1392,GasA,TA,Y,SBrkr,1392,1392,0,2784,1,0,3,1,5,1,Gd,12,Typ,2,TA,Attchd,1978,RFn,2,564,TA,TA,Y,0,112,0,0,440,519,Fa,MnPrv,TenC,2000,7,2006,WD,Normal,250000
+1388,50,RM,60,8520,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,6,7,1916,1950,Gable,CompShg,Stucco,Stucco,None,0,TA,Gd,BrkTil,TA,TA,No,Rec,168,LwQ,546,0,714,GasW,TA,N,SBrkr,1664,862,0,2526,0,0,2,0,5,1,Gd,10,Typ,1,Gd,Detchd,1916,Unf,1,216,TA,TA,Y,88,15,0,0,0,0,NA,GdWo,NA,0,8,2007,CWD,Family,136000
+1389,20,RL,42,14892,Pave,NA,IR1,HLS,AllPub,CulDSac,Gtl,Gilbert,Norm,Norm,1Fam,1Story,9,5,2006,2007,Gable,CompShg,VinylSd,VinylSd,Stone,160,Ex,TA,PConc,Ex,TA,Gd,GLQ,1320,Unf,0,426,1746,GasA,Ex,Y,SBrkr,1746,0,0,1746,1,0,2,0,3,1,Ex,7,Typ,2,Gd,Attchd,2006,Fin,3,758,TA,TA,Y,201,39,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,377500
+1390,50,RM,60,6000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,6,1941,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,Gd,BrkTil,TA,Gd,No,ALQ,375,Unf,0,360,735,GasA,Ex,Y,SBrkr,869,349,0,1218,0,1,1,0,3,1,TA,6,Typ,1,Gd,Detchd,2003,Unf,2,440,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,3,2007,WD,Normal,131000
+1391,20,RL,70,9100,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,244,Gd,TA,PConc,Gd,TA,Av,GLQ,1400,Unf,0,125,1525,GasA,Ex,Y,SBrkr,1525,0,0,1525,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2000,RFn,2,541,TA,TA,Y,219,36,0,0,0,0,NA,NA,NA,0,9,2006,WD,Normal,235000
+1392,90,RL,65,8944,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,5,5,1967,1967,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1584,1584,GasA,TA,Y,SBrkr,1584,0,0,1584,0,0,2,0,4,2,TA,8,Mod,0,NA,Detchd,1967,Unf,3,792,TA,TA,Y,0,152,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,124000
+1393,85,RL,68,7838,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,SFoyer,5,5,1967,1967,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,Av,ALQ,769,Unf,0,95,864,GasA,TA,Y,SBrkr,900,0,0,900,1,0,1,0,3,1,TA,6,Typ,1,Po,Attchd,1967,RFn,1,288,TA,TA,Y,175,144,0,0,0,0,NA,MnWw,NA,0,12,2006,WD,Normal,123000
+1394,190,RM,60,10800,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,1.5Fin,6,7,1905,2000,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,Fa,TA,No,Unf,0,Unf,0,482,482,GasA,Ex,N,SBrkr,1221,691,0,1912,0,0,2,0,3,2,TA,7,Typ,1,TA,Detchd,2003,Unf,2,672,Gd,TA,Y,0,25,212,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,163000
+1395,120,RL,53,4045,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2006,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,45,Gd,TA,PConc,Gd,TA,Av,GLQ,1070,Unf,0,286,1356,GasA,Ex,Y,SBrkr,1500,0,0,1500,1,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,Fin,3,648,TA,TA,Y,161,20,0,0,0,0,NA,NA,NA,0,10,2006,New,Partial,246578
+1396,60,RL,88,12665,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Timber,Norm,Norm,1Fam,2Story,8,5,2005,2006,Hip,CompShg,VinylSd,VinylSd,BrkFace,245,Gd,TA,PConc,Gd,Gd,Gd,Unf,0,Unf,0,1094,1094,GasA,Ex,Y,SBrkr,1133,1349,0,2482,0,0,2,1,4,1,Gd,9,Typ,1,Gd,BuiltIn,2005,Fin,3,642,TA,TA,Y,144,39,0,0,0,0,NA,NA,NA,0,2,2007,WD,Normal,281213
+1397,20,RL,NA,57200,Pave,NA,IR1,Bnk,AllPub,Inside,Sev,Timber,Norm,Norm,1Fam,1Story,5,5,1948,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,Av,BLQ,353,Rec,334,60,747,GasA,TA,Y,SBrkr,1687,0,0,1687,1,0,1,0,3,1,TA,7,Min1,2,TA,Detchd,1966,Unf,2,572,TA,TA,N,0,0,50,0,0,0,NA,NA,NA,0,6,2010,WD,Normal,160000
+1398,70,RM,51,6120,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,2Story,5,8,1920,2004,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,TA,TA,Mn,Unf,0,Unf,0,939,939,GasA,Ex,Y,SBrkr,939,574,0,1513,0,0,1,1,4,1,TA,8,Typ,0,NA,Detchd,1933,Unf,1,180,Fa,Fa,N,24,0,150,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,137500
+1399,50,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,5,4,1950,1982,Gable,CompShg,VinylSd,Wd Sdng,None,0,TA,TA,CBlock,TA,TA,No,Rec,180,BLQ,352,676,1208,GasA,Gd,Y,FuseA,1136,768,0,1904,1,0,1,1,3,1,TA,7,Min1,0,NA,Attchd,1950,Unf,1,240,TA,TA,Y,0,0,168,0,0,0,NA,GdPrv,NA,0,5,2009,WD,Normal,138000
+1400,50,RL,51,6171,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,SWISU,Norm,Norm,1Fam,1.5Fin,6,6,1925,1990,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,No,BLQ,264,Unf,0,712,976,GasA,Ex,Y,SBrkr,1160,448,0,1608,0,0,2,1,3,1,Gd,7,Typ,1,Gd,Detchd,1925,Unf,1,216,Fa,TA,Y,147,16,0,0,0,0,NA,MnPrv,NA,0,10,2009,WD,Normal,137450
+1401,50,RM,50,6000,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,7,1929,1950,Gable,CompShg,WdShing,Wd Shng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,862,862,GasA,TA,Y,SBrkr,950,208,0,1158,0,0,1,0,3,1,TA,5,Typ,1,Gd,BuiltIn,1929,RFn,1,208,TA,TA,Y,0,0,112,0,0,0,NA,NA,NA,0,7,2008,WD,Normal,120000
+1402,60,RL,62,7415,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,TA,TA,No,GLQ,759,Unf,0,80,839,GasA,Ex,Y,SBrkr,864,729,0,1593,1,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,2004,Fin,2,398,TA,TA,Y,100,75,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,193000
+1403,20,RL,64,6762,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,Av,Unf,0,Unf,0,1286,1286,GasA,Ex,Y,SBrkr,1294,0,0,1294,0,0,2,0,2,1,Gd,6,Typ,1,Gd,Attchd,2006,RFn,2,662,TA,TA,Y,168,55,0,0,0,0,NA,NA,NA,0,7,2006,New,Partial,193879
+1404,20,RL,49,15256,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Somerst,RRAn,Norm,1Fam,1Story,8,5,2007,2007,Gable,CompShg,VinylSd,VinylSd,Stone,84,Gd,TA,PConc,Gd,TA,Gd,GLQ,929,Unf,0,556,1485,GasA,Ex,Y,SBrkr,1464,0,0,1464,1,0,2,0,3,1,Gd,6,Typ,0,NA,Attchd,2007,Unf,3,754,TA,TA,Y,168,160,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,282922
+1405,50,RL,60,10410,Pave,Grvl,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Artery,Norm,1Fam,1.5Fin,3,4,1915,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,672,672,GasA,TA,Y,SBrkr,694,520,0,1214,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1998,Unf,3,936,TA,TA,Y,216,0,160,0,0,0,NA,MnPrv,NA,0,1,2006,WD,Family,105000
+1406,120,RM,44,3842,Pave,NA,IR1,HLS,AllPub,Inside,Mod,Crawfor,Norm,Norm,TwnhsE,1Story,8,5,2004,2005,Hip,CompShg,CemntBd,CmentBd,Stone,174,Gd,TA,PConc,Ex,TA,Gd,GLQ,1373,Unf,0,221,1594,GasA,Ex,Y,SBrkr,1646,0,0,1646,1,1,2,0,2,1,Gd,5,Typ,1,Gd,Attchd,2004,Fin,2,482,TA,TA,Y,128,53,0,0,155,0,NA,NA,NA,0,1,2008,WD,Normal,275000
+1407,85,RL,70,8445,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,CollgCr,Norm,Norm,1Fam,SFoyer,5,7,1972,2007,Gable,CompShg,HdBoard,Wd Shng,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,656,Unf,0,112,768,GasA,TA,Y,SBrkr,768,0,0,768,1,0,1,0,2,1,TA,5,Typ,0,NA,Detchd,1988,Unf,2,396,TA,TA,Y,58,0,0,0,0,0,NA,MnPrv,NA,0,3,2009,WD,Normal,133000
+1408,20,RL,NA,8780,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,1985,1985,Gable,CompShg,HdBoard,Plywood,None,0,TA,TA,CBlock,TA,TA,No,ALQ,625,Unf,0,208,833,GasA,Ex,Y,SBrkr,833,0,0,833,1,0,1,0,3,1,TA,5,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,3,2009,WD,Normal,112000
+1409,70,RM,60,7740,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,2Story,4,7,1910,1950,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Fa,TA,No,Unf,0,Unf,0,622,622,GasA,Gd,Y,SBrkr,741,622,0,1363,0,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1966,Unf,2,528,TA,TA,Y,0,0,0,0,168,0,NA,NA,NA,0,6,2010,WD,Normal,125500
+1410,60,RL,46,20544,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,NWAmes,Norm,Norm,1Fam,2Story,7,6,1986,1991,Gable,CompShg,Plywood,Plywood,BrkFace,123,TA,Gd,CBlock,Gd,TA,No,Unf,0,Unf,0,791,791,GasA,Gd,Y,SBrkr,1236,857,0,2093,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1986,Fin,2,542,TA,TA,Y,364,63,0,0,0,0,NA,MnPrv,NA,0,11,2008,WD,Normal,215000
+1411,60,RL,79,12420,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,7,5,2001,2001,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,666,Unf,0,278,944,GasA,Ex,Y,SBrkr,944,896,0,1840,1,0,2,1,3,1,Gd,6,Typ,0,NA,Attchd,2001,RFn,2,622,TA,TA,Y,0,45,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,230000
+1412,50,RL,80,9600,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1.5Fin,6,8,1950,2005,Gable,CompShg,VinylSd,VinylSd,None,0,TA,Gd,CBlock,TA,TA,No,BLQ,120,Unf,0,736,856,GasA,Ex,Y,SBrkr,1112,556,0,1668,0,0,1,1,3,1,TA,6,Min2,0,NA,Attchd,1950,Unf,1,271,TA,TA,Y,0,0,0,0,0,0,NA,MnPrv,NA,0,9,2009,WD,Normal,140000
+1413,90,RL,60,7200,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,Duplex,1Story,4,5,1949,1950,Gable,CompShg,BrkFace,Stone,None,0,TA,TA,Slab,NA,NA,NA,NA,0,NA,0,0,0,Wall,Fa,N,FuseF,1040,0,0,1040,0,0,2,0,2,2,TA,6,Typ,0,NA,Detchd,1956,Unf,2,420,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,6,2009,WD,Normal,90000
+1414,20,RL,88,10994,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,SawyerW,Norm,Norm,1Fam,1Story,8,5,2005,2006,Gable,CompShg,VinylSd,VinylSd,Stone,366,Gd,TA,PConc,Gd,Gd,No,GLQ,976,Unf,0,868,1844,GasA,Ex,Y,SBrkr,1844,0,0,1844,1,0,2,0,2,1,Gd,7,Typ,1,Gd,Attchd,2005,Fin,2,620,TA,TA,Y,165,44,0,0,0,0,NA,NA,NA,0,9,2009,COD,Abnorml,257000
+1415,50,RL,64,13053,Pave,Pave,Reg,Bnk,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Fin,6,7,1923,2000,Gambrel,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,833,833,GasA,Gd,Y,SBrkr,1053,795,0,1848,0,0,1,1,4,1,Gd,8,Typ,1,Gd,Detchd,1922,Unf,2,370,TA,TA,N,0,0,0,0,220,0,NA,NA,NA,0,6,2008,WD,Normal,207000
+1416,120,RL,51,3635,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Blmngtn,Norm,Norm,TwnhsE,1Story,7,5,2007,2007,Hip,CompShg,VinylSd,VinylSd,BrkFace,130,Gd,TA,PConc,Gd,TA,No,ALQ,988,Unf,0,398,1386,GasA,Ex,Y,SBrkr,1569,0,0,1569,0,1,2,0,1,1,Gd,7,Typ,1,TA,Attchd,2007,RFn,3,660,TA,TA,Y,143,20,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,175900
+1417,190,RM,60,11340,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,2fmCon,2Story,4,6,1885,1950,Gable,CompShg,VinylSd,AsbShng,None,0,TA,TA,PConc,TA,TA,No,Unf,0,Unf,0,777,777,GasA,Gd,Y,SBrkr,1246,1044,0,2290,0,0,2,0,4,2,TA,11,Typ,0,NA,Detchd,1971,Unf,2,560,TA,TA,N,0,0,114,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,122500
+1418,60,RL,NA,16545,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,8,5,1998,1998,Gable,CompShg,VinylSd,VinylSd,BrkFace,731,Gd,TA,PConc,Gd,TA,Mn,GLQ,781,Unf,0,503,1284,GasA,Ex,Y,SBrkr,1310,1140,0,2450,1,0,2,1,3,1,Gd,7,Typ,1,TA,Attchd,1998,Fin,3,1069,TA,TA,Y,0,126,0,0,0,0,NA,NA,NA,0,5,2009,WD,Normal,340000
+1419,20,RL,71,9204,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1963,1963,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,BLQ,25,Rec,872,247,1144,GasA,TA,Y,SBrkr,1144,0,0,1144,1,0,1,1,3,1,TA,6,Typ,0,NA,Detchd,1962,Unf,1,336,TA,TA,Y,0,88,0,0,0,0,NA,NA,NA,0,8,2008,COD,Normal,124000
+1420,20,RL,NA,16381,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,1Story,6,5,1969,1969,Gable,CompShg,Plywood,Plywood,BrkFace,312,Gd,Gd,CBlock,TA,TA,Av,Rec,1110,Unf,0,734,1844,GasA,Gd,Y,SBrkr,1844,0,0,1844,1,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1969,RFn,2,540,TA,TA,Y,0,73,216,0,0,0,NA,NA,NA,0,12,2006,WD,Normal,223000
+1421,60,RL,90,11700,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,2Story,6,6,1968,1968,Gable,CompShg,HdBoard,HdBoard,BrkFace,420,TA,TA,CBlock,TA,TA,No,ALQ,404,Unf,0,304,708,GasA,Gd,Y,SBrkr,708,708,0,1416,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1968,RFn,2,776,TA,TA,Y,0,169,0,0,119,0,NA,NA,NA,0,5,2006,WD,Normal,179900
+1422,120,RL,53,4043,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,1Story,6,5,1977,1977,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,ALQ,360,Unf,0,709,1069,GasA,TA,Y,SBrkr,1069,0,0,1069,0,0,2,0,2,1,TA,4,Typ,1,Fa,Attchd,1977,RFn,2,440,TA,TA,Y,0,55,0,0,165,0,NA,NA,NA,0,7,2010,WD,Normal,127500
+1423,120,RM,37,4435,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2003,2003,Gable,CompShg,VinylSd,VinylSd,BrkFace,170,Gd,TA,PConc,Gd,TA,Av,GLQ,686,Unf,0,162,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,0,NA,Attchd,2003,Fin,2,420,TA,TA,Y,140,0,0,0,0,0,NA,NA,NA,0,3,2008,WD,Normal,136500
+1424,80,RL,NA,19690,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Edwards,Norm,Norm,1Fam,SLvl,6,7,1966,1966,Flat,Tar&Grv,Plywood,Plywood,None,0,Gd,Gd,CBlock,Gd,TA,Av,Unf,0,Unf,0,697,697,GasA,TA,Y,SBrkr,1575,626,0,2201,0,0,2,0,4,1,Gd,8,Typ,1,Gd,Attchd,1966,Unf,2,432,Gd,Gd,Y,586,236,0,0,0,738,Gd,GdPrv,NA,0,8,2006,WD,Alloca,274970
+1425,20,RL,NA,9503,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,5,1958,1983,Hip,CompShg,HdBoard,HdBoard,None,0,TA,TA,CBlock,TA,TA,No,ALQ,457,Rec,374,193,1024,GasA,TA,Y,SBrkr,1344,0,0,1344,1,0,1,0,2,1,TA,6,Min1,1,TA,Detchd,1970,Unf,1,484,TA,TA,Y,316,28,0,0,0,0,NA,GdWo,NA,0,6,2007,WD,Normal,144000
+1426,20,RL,80,10721,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,6,1959,1959,Hip,CompShg,HdBoard,HdBoard,Stone,243,Gd,TA,CBlock,TA,TA,No,Unf,0,Unf,0,1252,1252,GasA,Ex,Y,SBrkr,1252,0,0,1252,0,0,1,0,3,1,Gd,7,Typ,0,NA,Detchd,1960,Unf,2,528,TA,TA,Y,0,39,0,0,0,0,NA,NA,NA,0,10,2008,WD,Normal,142000
+1427,60,RL,81,10944,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NoRidge,Norm,Norm,1Fam,2Story,7,5,1994,1994,Gable,CompShg,VinylSd,VinylSd,BrkFace,448,Gd,TA,PConc,Gd,TA,No,GLQ,1000,Unf,0,223,1223,GasA,Ex,Y,SBrkr,1223,904,0,2127,1,0,2,1,3,1,Gd,5,Typ,2,TA,Attchd,1994,RFn,2,525,TA,TA,Y,171,132,0,0,0,0,NA,NA,NA,0,8,2008,WD,Normal,271000
+1428,50,RL,60,10930,Pave,Grvl,Reg,Bnk,AllPub,Inside,Gtl,NAmes,Artery,Norm,1Fam,1.5Fin,5,6,1945,1950,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,BLQ,580,Unf,0,333,913,GasA,TA,Y,FuseA,1048,510,0,1558,1,0,1,1,3,1,TA,6,Typ,1,TA,Attchd,1962,Unf,1,288,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,4,2008,WD,Normal,140000
+1429,30,RM,60,7200,Pave,NA,Reg,Lvl,AllPub,Corner,Gtl,OldTown,Norm,Norm,1Fam,1Story,5,7,1940,1992,Gable,CompShg,MetalSd,MetalSd,Stone,294,TA,Gd,CBlock,TA,TA,No,BLQ,510,Unf,0,278,788,GasA,TA,Y,SBrkr,804,0,0,804,1,0,1,0,2,1,Gd,4,Typ,2,Gd,Attchd,1940,Unf,1,240,TA,TA,Y,0,0,154,0,0,0,NA,MnPrv,NA,0,2,2010,WD,Abnorml,119000
+1430,20,RL,NA,12546,Pave,NA,IR1,Lvl,AllPub,Corner,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,7,1981,1981,Gable,CompShg,MetalSd,MetalSd,BrkFace,310,Gd,Gd,CBlock,Gd,TA,No,BLQ,678,Unf,0,762,1440,GasA,Ex,Y,SBrkr,1440,0,0,1440,0,0,2,0,3,1,Gd,7,Typ,1,TA,Attchd,1981,Fin,2,467,TA,TA,Y,0,0,99,0,0,0,NA,NA,NA,0,4,2007,WD,Normal,182900
+1431,60,RL,60,21930,Pave,NA,IR3,Lvl,AllPub,Inside,Gtl,Gilbert,RRAn,Norm,1Fam,2Story,5,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,Gd,Av,Unf,0,Unf,0,732,732,GasA,Ex,Y,SBrkr,734,1104,0,1838,0,0,2,1,4,1,TA,7,Typ,1,Gd,BuiltIn,2005,Fin,2,372,TA,TA,Y,100,40,0,0,0,0,NA,NA,NA,0,7,2006,WD,Normal,192140
+1432,120,RL,NA,4928,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,NPkVill,Norm,Norm,TwnhsE,1Story,6,6,1976,1976,Gable,CompShg,Plywood,Plywood,None,0,TA,TA,CBlock,Gd,TA,No,LwQ,958,Unf,0,0,958,GasA,TA,Y,SBrkr,958,0,0,958,0,0,2,0,2,1,TA,5,Typ,0,NA,Attchd,1976,RFn,2,440,TA,TA,Y,0,60,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,143750
+1433,30,RL,60,10800,Pave,Grvl,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Norm,Norm,1Fam,1Story,4,6,1927,2007,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,656,656,GasA,TA,Y,SBrkr,968,0,0,968,0,0,2,0,4,1,TA,5,Typ,0,NA,Detchd,1928,Unf,1,216,Fa,Fa,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,64500
+1434,60,RL,93,10261,Pave,NA,IR1,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,2000,2000,Gable,CompShg,VinylSd,VinylSd,BrkFace,318,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,936,936,GasA,Ex,Y,SBrkr,962,830,0,1792,1,0,2,1,3,1,TA,8,Typ,1,TA,Attchd,2000,Fin,2,451,TA,TA,Y,0,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,186500
+1435,20,RL,80,17400,Pave,NA,Reg,Low,AllPub,Inside,Mod,Mitchel,Norm,Norm,1Fam,1Story,5,5,1977,1977,Gable,CompShg,BrkFace,BrkFace,None,0,TA,TA,CBlock,TA,TA,No,ALQ,936,Unf,0,190,1126,GasA,Fa,Y,SBrkr,1126,0,0,1126,1,0,2,0,3,1,TA,5,Typ,1,Gd,Attchd,1977,RFn,2,484,TA,TA,P,295,41,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,160000
+1436,20,RL,80,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,6,9,1962,2005,Gable,CompShg,Wd Sdng,Wd Sdng,BrkFace,237,Gd,Gd,CBlock,TA,TA,No,Unf,0,Unf,0,1319,1319,GasA,TA,Y,SBrkr,1537,0,0,1537,1,0,1,1,3,1,Gd,7,Typ,1,Gd,Attchd,1962,RFn,2,462,TA,TA,Y,0,36,0,0,0,0,NA,GdPrv,NA,0,7,2008,COD,Abnorml,174000
+1437,20,RL,60,9000,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,1Fam,1Story,4,6,1971,1971,Gable,CompShg,HdBoard,HdBoard,None,0,TA,TA,PConc,TA,TA,No,ALQ,616,Unf,0,248,864,GasA,TA,Y,SBrkr,864,0,0,864,0,0,1,0,3,1,TA,5,Typ,0,NA,Detchd,1974,Unf,2,528,TA,TA,Y,0,0,0,0,0,0,NA,GdWo,NA,0,5,2007,WD,Normal,120500
+1438,20,RL,96,12444,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NridgHt,Norm,Norm,1Fam,1Story,8,5,2008,2008,Hip,CompShg,VinylSd,VinylSd,Stone,426,Ex,TA,PConc,Ex,TA,Av,GLQ,1336,Unf,0,596,1932,GasA,Ex,Y,SBrkr,1932,0,0,1932,1,0,2,0,2,1,Ex,7,Typ,1,Gd,Attchd,2008,Fin,3,774,TA,TA,Y,0,66,0,304,0,0,NA,NA,NA,0,11,2008,New,Partial,394617
+1439,20,RM,90,7407,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,OldTown,Artery,Norm,1Fam,1Story,6,7,1957,1996,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,No,GLQ,600,Unf,0,312,912,GasA,TA,Y,FuseA,1236,0,0,1236,1,0,1,0,2,1,TA,6,Typ,0,NA,Attchd,1957,Unf,2,923,TA,TA,Y,0,158,158,0,0,0,NA,MnPrv,NA,0,4,2010,WD,Normal,149700
+1440,60,RL,80,11584,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,SLvl,7,6,1979,1979,Hip,CompShg,HdBoard,HdBoard,BrkFace,96,TA,TA,CBlock,TA,TA,No,GLQ,315,Rec,110,114,539,GasA,TA,Y,SBrkr,1040,685,0,1725,0,0,2,1,3,1,TA,6,Typ,1,TA,Attchd,1979,RFn,2,550,TA,TA,Y,0,88,216,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,197000
+1441,70,RL,79,11526,Pave,NA,IR1,Bnk,AllPub,Inside,Mod,Crawfor,Norm,Norm,1Fam,2.5Fin,6,7,1922,1994,Gable,CompShg,MetalSd,MetalSd,None,0,TA,TA,BrkTil,Ex,TA,No,Unf,0,Unf,0,588,588,GasA,Fa,Y,SBrkr,1423,748,384,2555,0,0,2,0,3,1,TA,11,Min1,1,Gd,Detchd,1993,Fin,2,672,TA,TA,Y,431,0,0,0,0,0,NA,NA,NA,0,9,2008,WD,Normal,191000
+1442,120,RM,NA,4426,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,TwnhsE,1Story,6,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,147,Gd,TA,PConc,Gd,TA,Av,GLQ,697,Unf,0,151,848,GasA,Ex,Y,SBrkr,848,0,0,848,1,0,1,0,1,1,Gd,3,Typ,1,TA,Attchd,2004,RFn,2,420,TA,TA,Y,149,0,0,0,0,0,NA,NA,NA,0,5,2008,WD,Normal,149300
+1443,60,FV,85,11003,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,2Story,10,5,2008,2008,Gable,CompShg,VinylSd,VinylSd,Stone,160,Ex,TA,PConc,Ex,TA,Av,GLQ,765,Unf,0,252,1017,GasA,Ex,Y,SBrkr,1026,981,0,2007,1,0,2,1,3,1,Ex,10,Typ,1,Ex,Attchd,2008,Fin,3,812,TA,TA,Y,168,52,0,0,0,0,NA,NA,NA,0,4,2009,WD,Normal,310000
+1444,30,RL,NA,8854,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,BrkSide,Norm,Norm,1Fam,1.5Unf,6,6,1916,1950,Gable,CompShg,Wd Sdng,Wd Sdng,None,0,TA,TA,BrkTil,TA,TA,No,Unf,0,Unf,0,952,952,Grav,Fa,N,FuseF,952,0,0,952,0,0,1,0,2,1,Fa,4,Typ,1,Gd,Detchd,1916,Unf,1,192,Fa,Po,P,0,98,0,0,40,0,NA,NA,NA,0,5,2009,WD,Normal,121000
+1445,20,RL,63,8500,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,CollgCr,Norm,Norm,1Fam,1Story,7,5,2004,2004,Gable,CompShg,VinylSd,VinylSd,BrkFace,106,Gd,TA,PConc,Gd,TA,Av,Unf,0,Unf,0,1422,1422,GasA,Ex,Y,SBrkr,1422,0,0,1422,0,0,2,0,3,1,Gd,7,Typ,0,NA,Attchd,2004,RFn,2,626,TA,TA,Y,192,60,0,0,0,0,NA,NA,NA,0,11,2007,WD,Normal,179600
+1446,85,RL,70,8400,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Sawyer,Norm,Norm,1Fam,SFoyer,6,5,1966,1966,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,TA,TA,Gd,LwQ,187,Rec,627,0,814,GasA,Gd,Y,SBrkr,913,0,0,913,1,0,1,0,3,1,TA,6,Typ,0,NA,Detchd,1990,Unf,1,240,TA,TA,Y,0,0,252,0,0,0,NA,NA,NA,0,5,2007,WD,Normal,129000
+1447,20,RL,NA,26142,Pave,NA,IR1,Lvl,AllPub,CulDSac,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,7,1962,1962,Gable,CompShg,HdBoard,HdBoard,BrkFace,189,TA,TA,CBlock,TA,TA,No,Rec,593,Unf,0,595,1188,GasA,TA,Y,SBrkr,1188,0,0,1188,0,0,1,0,3,1,TA,6,Typ,0,NA,Attchd,1962,Unf,1,312,TA,TA,P,261,39,0,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,157900
+1448,60,RL,80,10000,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,CollgCr,Norm,Norm,1Fam,2Story,8,5,1995,1996,Gable,CompShg,VinylSd,VinylSd,BrkFace,438,Gd,TA,PConc,Gd,TA,No,GLQ,1079,Unf,0,141,1220,GasA,Ex,Y,SBrkr,1220,870,0,2090,1,0,2,1,3,1,Gd,8,Typ,1,TA,Attchd,1995,RFn,2,556,TA,TA,Y,0,65,0,0,0,0,NA,NA,NA,0,12,2007,WD,Normal,240000
+1449,50,RL,70,11767,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,2Story,4,7,1910,2000,Gable,CompShg,MetalSd,HdBoard,None,0,TA,TA,CBlock,Fa,TA,No,Unf,0,Unf,0,560,560,GasA,Gd,N,SBrkr,796,550,0,1346,0,0,1,1,2,1,TA,6,Min2,0,NA,Detchd,1950,Unf,1,384,Fa,TA,Y,168,24,0,0,0,0,NA,GdWo,NA,0,5,2007,WD,Normal,112000
+1450,180,RM,21,1533,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,MeadowV,Norm,Norm,Twnhs,SFoyer,5,7,1970,1970,Gable,CompShg,CemntBd,CmentBd,None,0,TA,TA,CBlock,Gd,TA,Av,GLQ,553,Unf,0,77,630,GasA,Ex,Y,SBrkr,630,0,0,630,1,0,1,0,1,1,Ex,3,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,0,0,0,0,0,0,NA,NA,NA,0,8,2006,WD,Abnorml,92000
+1451,90,RL,60,9000,Pave,NA,Reg,Lvl,AllPub,FR2,Gtl,NAmes,Norm,Norm,Duplex,2Story,5,5,1974,1974,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,CBlock,Gd,TA,No,Unf,0,Unf,0,896,896,GasA,TA,Y,SBrkr,896,896,0,1792,0,0,2,2,4,2,TA,8,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,32,45,0,0,0,0,NA,NA,NA,0,9,2009,WD,Normal,136000
+1452,20,RL,78,9262,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,8,5,2008,2009,Gable,CompShg,CemntBd,CmentBd,Stone,194,Gd,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1573,1573,GasA,Ex,Y,SBrkr,1578,0,0,1578,0,0,2,0,3,1,Ex,7,Typ,1,Gd,Attchd,2008,Fin,3,840,TA,TA,Y,0,36,0,0,0,0,NA,NA,NA,0,5,2009,New,Partial,287090
+1453,180,RM,35,3675,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,TwnhsE,SLvl,5,5,2005,2005,Gable,CompShg,VinylSd,VinylSd,BrkFace,80,TA,TA,PConc,Gd,TA,Gd,GLQ,547,Unf,0,0,547,GasA,Gd,Y,SBrkr,1072,0,0,1072,1,0,1,0,2,1,TA,5,Typ,0,NA,Basment,2005,Fin,2,525,TA,TA,Y,0,28,0,0,0,0,NA,NA,NA,0,5,2006,WD,Normal,145000
+1454,20,RL,90,17217,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Mitchel,Norm,Norm,1Fam,1Story,5,5,2006,2006,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,1140,1140,GasA,Ex,Y,SBrkr,1140,0,0,1140,0,0,1,0,3,1,TA,6,Typ,0,NA,NA,NA,NA,0,0,NA,NA,Y,36,56,0,0,0,0,NA,NA,NA,0,7,2006,WD,Abnorml,84500
+1455,20,FV,62,7500,Pave,Pave,Reg,Lvl,AllPub,Inside,Gtl,Somerst,Norm,Norm,1Fam,1Story,7,5,2004,2005,Gable,CompShg,VinylSd,VinylSd,None,0,Gd,TA,PConc,Gd,TA,No,GLQ,410,Unf,0,811,1221,GasA,Ex,Y,SBrkr,1221,0,0,1221,1,0,2,0,2,1,Gd,6,Typ,0,NA,Attchd,2004,RFn,2,400,TA,TA,Y,0,113,0,0,0,0,NA,NA,NA,0,10,2009,WD,Normal,185000
+1456,60,RL,62,7917,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Gilbert,Norm,Norm,1Fam,2Story,6,5,1999,2000,Gable,CompShg,VinylSd,VinylSd,None,0,TA,TA,PConc,Gd,TA,No,Unf,0,Unf,0,953,953,GasA,Ex,Y,SBrkr,953,694,0,1647,0,0,2,1,3,1,TA,7,Typ,1,TA,Attchd,1999,RFn,2,460,TA,TA,Y,0,40,0,0,0,0,NA,NA,NA,0,8,2007,WD,Normal,175000
+1457,20,RL,85,13175,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NWAmes,Norm,Norm,1Fam,1Story,6,6,1978,1988,Gable,CompShg,Plywood,Plywood,Stone,119,TA,TA,CBlock,Gd,TA,No,ALQ,790,Rec,163,589,1542,GasA,TA,Y,SBrkr,2073,0,0,2073,1,0,2,0,3,1,TA,7,Min1,2,TA,Attchd,1978,Unf,2,500,TA,TA,Y,349,0,0,0,0,0,NA,MnPrv,NA,0,2,2010,WD,Normal,210000
+1458,70,RL,66,9042,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Crawfor,Norm,Norm,1Fam,2Story,7,9,1941,2006,Gable,CompShg,CemntBd,CmentBd,None,0,Ex,Gd,Stone,TA,Gd,No,GLQ,275,Unf,0,877,1152,GasA,Ex,Y,SBrkr,1188,1152,0,2340,0,0,2,0,4,1,Gd,9,Typ,2,Gd,Attchd,1941,RFn,1,252,TA,TA,Y,0,60,0,0,0,0,NA,GdPrv,Shed,2500,5,2010,WD,Normal,266500
+1459,20,RL,68,9717,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,NAmes,Norm,Norm,1Fam,1Story,5,6,1950,1996,Hip,CompShg,MetalSd,MetalSd,None,0,TA,TA,CBlock,TA,TA,Mn,GLQ,49,Rec,1029,0,1078,GasA,Gd,Y,FuseA,1078,0,0,1078,1,0,1,0,2,1,Gd,5,Typ,0,NA,Attchd,1950,Unf,1,240,TA,TA,Y,366,0,112,0,0,0,NA,NA,NA,0,4,2010,WD,Normal,142125
+1460,20,RL,75,9937,Pave,NA,Reg,Lvl,AllPub,Inside,Gtl,Edwards,Norm,Norm,1Fam,1Story,5,6,1965,1965,Gable,CompShg,HdBoard,HdBoard,None,0,Gd,TA,CBlock,TA,TA,No,BLQ,830,LwQ,290,136,1256,GasA,Gd,Y,SBrkr,1256,0,0,1256,1,0,1,1,3,1,TA,6,Typ,0,NA,Attchd,1965,Fin,1,276,TA,TA,Y,736,68,0,0,0,0,NA,NA,NA,0,6,2008,WD,Normal,147500
diff --git a/MyFirstRscript.R b/MyFirstRscript.R
new file mode 100644
index 00000000..2b928b1e
--- /dev/null
+++ b/MyFirstRscript.R
@@ -0,0 +1,2 @@
+# My R script
+print("Hello World")
diff --git a/Notebook1.Rmd b/Notebook1.Rmd
new file mode 100644
index 00000000..427f3924
--- /dev/null
+++ b/Notebook1.Rmd
@@ -0,0 +1,21 @@
+---
+title: "R Notebook"
+output: html_notebook
+---
+
+This is an [R Markdown](http://rmarkdown.rstudio.com) Notebook. When you execute code within the notebook, the results appear beneath the code. 
+
+Try executing this chunk by clicking the *Run* button within the chunk or by placing your cursor inside it and pressing *Ctrl+Shift+Enter*. 
+
+```{r}
+plot(cars)
+```
+
+Add a new chunk by clicking the *Insert Chunk* button on the toolbar or by pressing *Ctrl+Alt+I*.
+```{r}
+print("Hello World")
+```
+
+When you save the notebook, an HTML file containing the code and output will be saved alongside it (click the *Preview* button or press *Ctrl+Shift+K* to preview the HTML file).
+
+The preview shows you a rendered HTML copy of the contents of the editor. Consequently, unlike *Knit*, *Preview* does not run any R code chunks. Instead, the output of the chunk when it was last run in the editor is displayed.