Updated forecasts

scc-usc · Mar 19, 2021 · d1c5589 · d1c5589
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diff --git a/backend/db.sqlite3 b/backend/db.sqlite3
diff --git a/matlab scripts/dummy.csv b/matlab scripts/dummy.csv
diff --git a/matlab scripts/global_hyperparam_latest.mat b/matlab scripts/global_hyperparam_latest.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_101.mat b/matlab scripts/hyper_params/county_hyperparam_ref_101.mat
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diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_353.mat b/matlab scripts/hyper_params/county_hyperparam_ref_353.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_360.mat b/matlab scripts/hyper_params/county_hyperparam_ref_360.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_367.mat b/matlab scripts/hyper_params/county_hyperparam_ref_367.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_374.mat b/matlab scripts/hyper_params/county_hyperparam_ref_374.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_381.mat b/matlab scripts/hyper_params/county_hyperparam_ref_381.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_388.mat b/matlab scripts/hyper_params/county_hyperparam_ref_388.mat
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diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_402.mat b/matlab scripts/hyper_params/county_hyperparam_ref_402.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_409.mat b/matlab scripts/hyper_params/county_hyperparam_ref_409.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_416.mat b/matlab scripts/hyper_params/county_hyperparam_ref_416.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_52.mat b/matlab scripts/hyper_params/county_hyperparam_ref_52.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_59.mat b/matlab scripts/hyper_params/county_hyperparam_ref_59.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_66.mat b/matlab scripts/hyper_params/county_hyperparam_ref_66.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_73.mat b/matlab scripts/hyper_params/county_hyperparam_ref_73.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_80.mat b/matlab scripts/hyper_params/county_hyperparam_ref_80.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_87.mat b/matlab scripts/hyper_params/county_hyperparam_ref_87.mat
diff --git a/matlab scripts/hyper_params/county_hyperparam_ref_94.mat b/matlab scripts/hyper_params/county_hyperparam_ref_94.mat
diff --git a/matlab scripts/latest_us_data.mat b/matlab scripts/latest_us_data.mat
diff --git a/matlab scripts/us_hyperparam_latest.mat b/matlab scripts/us_hyperparam_latest.mat
diff --git a/matlab scripts/vacc_data.mat b/matlab scripts/vacc_data.mat
diff --git a/results/forecasts/G_recent_cases.csv b/results/forecasts/G_recent_cases.csv
diff --git a/results/forecasts/G_vacc_full.csv b/results/forecasts/G_vacc_full.csv
diff --git a/results/forecasts/G_vacc_num.csv b/results/forecasts/G_vacc_num.csv
diff --git a/results/forecasts/G_vacc_person.csv b/results/forecasts/G_vacc_person.csv
diff --git a/results/forecasts/county_deaths_quarantine_0.csv b/results/forecasts/county_deaths_quarantine_0.csv
diff --git a/results/forecasts/county_forecasts_quarantine_0.csv b/results/forecasts/county_forecasts_quarantine_0.csv
diff --git a/results/forecasts/global_deaths_current_0.csv b/results/forecasts/global_deaths_current_0.csv
diff --git a/results/forecasts/global_deaths_current_1.csv b/results/forecasts/global_deaths_current_1.csv
diff --git a/results/forecasts/global_deaths_current_10.csv b/results/forecasts/global_deaths_current_10.csv
diff --git a/results/forecasts/global_deaths_current_2.csv b/results/forecasts/global_deaths_current_2.csv
diff --git a/results/forecasts/global_deaths_current_20.csv b/results/forecasts/global_deaths_current_20.csv
diff --git a/results/forecasts/global_deaths_current_40.csv b/results/forecasts/global_deaths_current_40.csv
diff --git a/results/forecasts/global_deaths_current_5.csv b/results/forecasts/global_deaths_current_5.csv
diff --git a/results/forecasts/global_deaths_released_0.csv b/results/forecasts/global_deaths_released_0.csv
diff --git a/results/forecasts/global_deaths_released_1.csv b/results/forecasts/global_deaths_released_1.csv
diff --git a/results/forecasts/global_deaths_released_10.csv b/results/forecasts/global_deaths_released_10.csv
diff --git a/results/forecasts/global_deaths_released_2.csv b/results/forecasts/global_deaths_released_2.csv
diff --git a/results/forecasts/global_deaths_released_20.csv b/results/forecasts/global_deaths_released_20.csv
diff --git a/results/forecasts/global_deaths_released_40.csv b/results/forecasts/global_deaths_released_40.csv
diff --git a/results/forecasts/global_deaths_released_5.csv b/results/forecasts/global_deaths_released_5.csv
diff --git a/results/forecasts/global_deaths_restricted_0.csv b/results/forecasts/global_deaths_restricted_0.csv
diff --git a/results/forecasts/global_deaths_restricted_1.csv b/results/forecasts/global_deaths_restricted_1.csv
diff --git a/results/forecasts/global_deaths_restricted_10.csv b/results/forecasts/global_deaths_restricted_10.csv
diff --git a/results/forecasts/global_deaths_restricted_2.csv b/results/forecasts/global_deaths_restricted_2.csv
diff --git a/results/forecasts/global_deaths_restricted_20.csv b/results/forecasts/global_deaths_restricted_20.csv
diff --git a/results/forecasts/global_deaths_restricted_40.csv b/results/forecasts/global_deaths_restricted_40.csv
diff --git a/results/forecasts/global_deaths_restricted_5.csv b/results/forecasts/global_deaths_restricted_5.csv
diff --git a/results/forecasts/global_forecasts_current_0.csv b/results/forecasts/global_forecasts_current_0.csv
diff --git a/results/forecasts/global_forecasts_current_1.csv b/results/forecasts/global_forecasts_current_1.csv
diff --git a/results/forecasts/global_forecasts_current_10.csv b/results/forecasts/global_forecasts_current_10.csv
diff --git a/results/forecasts/global_forecasts_current_2.csv b/results/forecasts/global_forecasts_current_2.csv
diff --git a/results/forecasts/global_forecasts_current_20.csv b/results/forecasts/global_forecasts_current_20.csv
diff --git a/results/forecasts/global_forecasts_current_40.csv b/results/forecasts/global_forecasts_current_40.csv
diff --git a/results/forecasts/global_forecasts_current_5.csv b/results/forecasts/global_forecasts_current_5.csv
diff --git a/results/forecasts/global_forecasts_released_0.csv b/results/forecasts/global_forecasts_released_0.csv
diff --git a/results/forecasts/global_forecasts_released_1.csv b/results/forecasts/global_forecasts_released_1.csv
diff --git a/results/forecasts/global_forecasts_released_10.csv b/results/forecasts/global_forecasts_released_10.csv
diff --git a/results/forecasts/global_forecasts_released_2.csv b/results/forecasts/global_forecasts_released_2.csv
diff --git a/results/forecasts/global_forecasts_released_20.csv b/results/forecasts/global_forecasts_released_20.csv
diff --git a/results/forecasts/global_forecasts_released_40.csv b/results/forecasts/global_forecasts_released_40.csv
diff --git a/results/forecasts/global_forecasts_released_5.csv b/results/forecasts/global_forecasts_released_5.csv
diff --git a/results/forecasts/global_forecasts_restricted_0.csv b/results/forecasts/global_forecasts_restricted_0.csv
diff --git a/results/forecasts/global_forecasts_restricted_1.csv b/results/forecasts/global_forecasts_restricted_1.csv
diff --git a/results/forecasts/global_forecasts_restricted_10.csv b/results/forecasts/global_forecasts_restricted_10.csv
diff --git a/results/forecasts/global_forecasts_restricted_2.csv b/results/forecasts/global_forecasts_restricted_2.csv
diff --git a/results/forecasts/global_forecasts_restricted_20.csv b/results/forecasts/global_forecasts_restricted_20.csv
diff --git a/results/forecasts/global_forecasts_restricted_40.csv b/results/forecasts/global_forecasts_restricted_40.csv
diff --git a/results/forecasts/global_forecasts_restricted_5.csv b/results/forecasts/global_forecasts_restricted_5.csv
diff --git a/results/forecasts/google_data.csv b/results/forecasts/google_data.csv
diff --git a/results/forecasts/google_deaths.csv b/results/forecasts/google_deaths.csv
diff --git a/results/forecasts/google_deaths_current_0.csv b/results/forecasts/google_deaths_current_0.csv
diff --git a/results/forecasts/google_forecasts_current_0.csv b/results/forecasts/google_forecasts_current_0.csv
diff --git a/results/forecasts/recent_cases.csv b/results/forecasts/recent_cases.csv
diff --git a/results/forecasts/us_deaths_current_0.csv b/results/forecasts/us_deaths_current_0.csv
@@ -1,57 +1,57 @@
 id,Country,2021-03-20,2021-03-27,2021-04-03,2021-04-10,2021-04-17,2021-04-24,2021-05-01,2021-05-08,2021-05-15,2021-05-22,2021-05-29,2021-06-05,2021-06-12,2021-06-19,2021-06-26
-0,Washington,5187,5254,5317,5381,5442,5501,5557,5612,5665,5717,5766,5813,5859,5903,5946
-1,Illinois,23335,23511,23680,23856,24040,24231,24430,24635,24847,25065,25288,25516,25748,25983,26220
-2,California,57604,58851,59842,60656,61312,61839,62270,62615,62895,63122,63304,63453,63572,63669,63747
-3,Arizona,16668,16840,16980,17093,17184,17258,17317,17365,17404,17435,17460,17481,17497,17510,17521
-4,Massachusetts,16830,17052,17264,17474,17678,17877,18070,18258,18440,18616,18785,18948,19105,19255,19399
-5,Wisconsin,7228,7289,7343,7396,7447,7495,7542,7587,7629,7670,7708,7745,7780,7813,7844
-6,Texas,47290,48222,48975,49663,50267,50804,51279,51699,52070,52398,52687,52942,53166,53363,53537
-7,Nebraska,2136,2151,2166,2179,2192,2204,2215,2226,2236,2246,2255,2263,2271,2279,2286
-8,Utah,2066,2128,2184,2242,2301,2362,2423,2486,2549,2612,2676,2740,2803,2866,2928
-9,Oregon,2365,2399,2431,2464,2499,2534,2569,2606,2643,2681,2720,2759,2799,2840,2881
-10,Florida,32745,33262,33710,34125,34500,34842,35153,35434,35690,35922,36131,36320,36492,36646,36786
-11,New York,49425,50006,50567,51105,51619,52105,52563,52990,53387,53754,54092,54402,54684,54940,55173
-12,Rhode Island,2601,2632,2667,2703,2739,2774,2808,2841,2872,2903,2931,2958,2984,3007,3029
-13,Georgia,18483,18726,18902,19048,19160,19246,19315,19368,19410,19443,19468,19488,19503,19515,19525
-14,New Hampshire,1208,1219,1231,1245,1260,1276,1295,1315,1337,1360,1386,1413,1441,1471,1502
-15,North Carolina,11828,11968,12081,12185,12279,12364,12440,12508,12568,12622,12670,12713,12751,12785,12814
-16,New Jersey,24169,24470,24785,25120,25473,25844,26232,26638,27060,27496,27947,28409,28881,29362,29848
-17,Colorado,6064,6099,6129,6157,6183,6208,6232,6254,6274,6294,6312,6328,6344,6359,6372
-18,Maryland,8143,8246,8352,8460,8572,8687,8805,8926,9048,9173,9298,9425,9552,9679,9806
-19,Nevada,5181,5260,5336,5410,5483,5554,5623,5691,5756,5820,5882,5942,6001,6057,6112
-20,Tennessee,11690,11760,11824,11887,11947,12006,12063,12117,12170,12220,12269,12315,12359,12402,12442
-21,Hawaii,452,457,462,466,471,476,480,485,490,494,499,503,508,512,517
-22,Indiana,12940,13044,13144,13241,13336,13429,13521,13610,13697,13782,13864,13944,14020,14095,14166
-23,Kentucky,5127,5272,5400,5524,5641,5751,5856,5956,6049,6138,6221,6299,6373,6443,6508
-24,Minnesota,6848,6908,6974,7046,7125,7211,7303,7403,7510,7623,7743,7869,8000,8136,8277
-25,Oklahoma,4819,4882,4930,4968,4996,5019,5036,5049,5060,5067,5074,5078,5082,5085,5087
-26,Pennsylvania,24811,25075,25339,25613,25899,26194,26499,26812,27131,27456,27783,28113,28442,28770,29094
-27,South Carolina,8986,9084,9166,9238,9302,9358,9407,9450,9487,9519,9547,9571,9591,9609,9625
-28,District of Columbia,1047,1056,1064,1072,1079,1086,1093,1099,1106,1112,1117,1123,1128,1133,1137
-29,Kansas,4809,4840,4868,4893,4917,4938,4958,4976,4993,5008,5022,5035,5047,5057,5067
-30,Missouri,8749,8844,8937,9032,9130,9232,9336,9442,9551,9662,9775,9889,10005,10121,10239
-31,Vermont,219,224,228,232,235,238,241,244,246,249,251,253,254,256,257
-32,Virginia,10300,10603,10880,11149,11407,11652,11882,12096,12292,12471,12632,12776,12904,13017,13116
-33,Connecticut,7834,7890,7945,7995,8036,8070,8099,8124,8144,8161,8175,8186,8196,8204,8211
-34,Iowa,5699,5772,5839,5903,5963,6019,6070,6117,6161,6201,6238,6272,6303,6331,6357
-35,Louisiana,10019,10141,10247,10348,10441,10526,10605,10676,10742,10802,10857,10907,10953,10995,11033
-36,Ohio,17995,18002,18009,18016,18022,18029,18035,18040,18046,18051,18056,18061,18065,18070,18074
-37,Michigan,16856,16981,17144,17354,17625,17971,18410,18961,19644,20476,21471,22634,23956,25415,26969
-38,South Dakota,1920,1931,1942,1952,1960,1966,1971,1976,1979,1982,1984,1986,1988,1989,1990
-39,Arkansas,5562,5669,5754,5830,5897,5955,6006,6050,6089,6122,6151,6176,6198,6216,6233
-40,Delaware,1529,1556,1582,1609,1637,1668,1699,1731,1765,1799,1834,1869,1904,1939,1974
-41,Mississippi,6976,7064,7145,7229,7320,7418,7522,7634,7753,7880,8014,8156,8305,8461,8624
-42,New Mexico,3894,3939,3979,4015,4048,4079,4107,4132,4155,4176,4195,4213,4228,4243,4256
-43,North Dakota,1492,1497,1503,1509,1516,1524,1533,1543,1554,1566,1579,1594,1609,1626,1643
-44,Wyoming,694,696,698,699,700,701,702,703,704,705,705,706,706,707,707
-45,Alaska,308,311,314,317,319,322,326,329,332,335,338,341,344,348,351
-46,Maine,726,730,733,737,741,745,749,754,759,764,770,776,782,788,795
-47,Alabama,10426,10552,10665,10773,10874,10970,11059,11142,11220,11293,11361,11425,11484,11539,11591
-48,Idaho,1948,1979,2014,2053,2099,2152,2212,2281,2358,2443,2538,2641,2752,2871,2995
-49,Montana,1400,1409,1418,1427,1437,1447,1458,1469,1481,1493,1506,1519,1532,1546,1560
-50,Puerto Rico,2093,2110,2127,2146,2167,2191,2218,2248,2281,2319,2360,2406,2458,2514,2577
+0,Washington,5187,5255,5323,5390,5455,5517,5577,5634,5689,5742,5792,5840,5886,5930,5971
+1,Illinois,23341,23519,23695,23885,24090,24311,24548,24801,25071,25357,25659,25976,26308,26652,27009
+2,California,57614,58885,59899,60748,61456,62048,62541,62951,63293,63577,63813,64010,64173,64309,64421
+3,Arizona,16700,16875,17014,17122,17208,17275,17328,17370,17403,17429,17449,17465,17478,17488,17495
+4,Massachusetts,16823,17041,17253,17469,17686,17905,18124,18343,18562,18780,18996,19209,19420,19628,19832
+5,Wisconsin,7226,7287,7342,7395,7445,7492,7536,7578,7617,7653,7688,7720,7750,7778,7804
+6,Texas,47338,48289,49048,49730,50319,50827,51265,51640,51963,52239,52476,52678,52851,52998,53124
+7,Nebraska,2134,2147,2159,2170,2181,2191,2201,2210,2219,2227,2235,2242,2249,2255,2261
+8,Utah,2050,2077,2103,2128,2154,2180,2207,2233,2258,2284,2309,2334,2358,2382,2405
+9,Oregon,2364,2399,2433,2468,2504,2540,2576,2612,2649,2685,2722,2760,2797,2834,2872
+10,Florida,32773,33338,33832,34290,34700,35072,35407,35709,35981,36226,36445,36642,36819,36978,37120
+11,New York,49434,50024,50588,51126,51638,52121,52574,52996,53387,53747,54078,54380,54655,54905,55130
+12,Rhode Island,2603,2636,2673,2713,2756,2801,2850,2901,2955,3012,3070,3131,3192,3256,3320
+13,Georgia,18506,18761,18950,19107,19232,19333,19413,19478,19530,19572,19606,19633,19654,19671,19685
+14,New Hampshire,1212,1226,1242,1260,1281,1304,1331,1362,1396,1434,1476,1521,1571,1623,1678
+15,North Carolina,11830,11970,12085,12194,12293,12381,12460,12531,12594,12651,12701,12745,12785,12820,12851
+16,New Jersey,24156,24444,24750,25078,25427,25797,26188,26601,27033,27485,27954,28440,28940,29452,29973
+17,Colorado,6072,6111,6146,6178,6206,6231,6254,6274,6292,6308,6323,6336,6347,6358,6367
+18,Maryland,8142,8243,8349,8461,8580,8707,8840,8981,9128,9282,9442,9607,9777,9952,10130
+19,Nevada,5180,5259,5334,5407,5478,5548,5615,5681,5744,5806,5865,5923,5978,6032,6084
+20,Tennessee,11703,11775,11839,11898,11953,12002,12047,12087,12125,12158,12189,12216,12241,12264,12284
+21,Hawaii,451,455,460,464,469,474,480,486,492,499,507,514,523,532,541
+22,Indiana,12939,13045,13148,13252,13356,13463,13570,13678,13786,13894,14003,14111,14218,14324,14429
+23,Kentucky,5564,5752,5917,6080,6242,6402,6560,6715,6866,7014,7158,7298,7434,7565,7691
+24,Minnesota,6846,6906,6974,7051,7137,7233,7340,7457,7585,7724,7873,8033,8203,8381,8566
+25,Oklahoma,4809,4873,4920,4953,4978,4997,5011,5021,5029,5034,5039,5042,5044,5046,5047
+26,Pennsylvania,24796,25055,25317,25594,25885,26190,26508,26837,27175,27523,27877,28235,28597,28959,29319
+27,South Carolina,8973,9073,9158,9238,9312,9381,9445,9505,9560,9611,9658,9702,9742,9779,9813
+28,District of Columbia,1048,1056,1064,1071,1078,1084,1089,1094,1099,1103,1107,1111,1114,1117,1120
+29,Kansas,4804,4835,4860,4881,4897,4910,4921,4929,4935,4940,4945,4948,4950,4952,4954
+30,Missouri,8732,8806,8879,8955,9035,9117,9203,9291,9383,9477,9573,9671,9772,9874,9978
+31,Vermont,218,223,227,231,235,239,242,245,248,251,254,256,259,261,263
+32,Virginia,10269,10542,10793,11039,11280,11511,11731,11938,12131,12308,12469,12614,12745,12861,12963
+33,Connecticut,7840,7898,7957,8014,8065,8111,8153,8190,8223,8253,8279,8303,8324,8342,8359
+34,Iowa,5694,5770,5841,5907,5966,6019,6066,6109,6146,6180,6209,6236,6259,6279,6298
+35,Louisiana,10012,10126,10224,10318,10408,10493,10574,10651,10724,10793,10859,10921,10980,11036,11089
+36,Ohio,17993,18000,18006,18012,18018,18024,18029,18034,18039,18044,18049,18054,18058,18062,18066
+37,Michigan,16879,17020,17207,17439,17724,18089,18536,19090,19779,20615,21636,22866,24326,26048,28037
+38,South Dakota,1923,1936,1949,1961,1971,1979,1985,1991,1995,1999,2002,2004,2006,2008,2009
+39,Arkansas,5549,5648,5726,5797,5852,5899,5939,5971,5999,6021,6040,6056,6069,6080,6089
+40,Delaware,1525,1549,1573,1600,1629,1660,1694,1731,1771,1813,1857,1903,1950,1998,2046
+41,Mississippi,6962,7043,7116,7190,7267,7347,7429,7513,7600,7689,7779,7872,7966,8061,8157
+42,New Mexico,3888,3922,3953,3982,4010,4038,4065,4092,4118,4142,4167,4190,4212,4234,4254
+43,North Dakota,1491,1497,1502,1509,1516,1524,1534,1544,1556,1569,1584,1600,1617,1636,1656
+44,Wyoming,694,695,697,698,699,700,701,701,702,702,703,703,703,703,704
+45,Alaska,311,314,316,319,322,326,329,332,336,339,343,347,350,354,357
+46,Maine,728,732,736,741,746,752,757,764,771,778,786,794,803,812,822
+47,Alabama,10433,10559,10673,10783,10885,10981,11071,11155,11234,11308,11376,11441,11500,11556,11608
+48,Idaho,1946,1974,2004,2038,2074,2114,2156,2201,2249,2300,2354,2409,2467,2526,2586
+49,Montana,1409,1418,1427,1437,1446,1456,1467,1478,1489,1501,1513,1525,1537,1550,1563
+50,Puerto Rico,2094,2113,2133,2157,2188,2226,2273,2332,2406,2496,2609,2746,2914,3116,3360
 51,Virgin Islands,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25
-52,Guam,134,135,135,136,136,137,137,138,138,138,139,139,139,139,140
-53,West Virginia,2591,2650,2712,2782,2862,2953,3056,3171,3299,3442,3598,3769,3953,4150,4357
+52,Guam,134,135,135,136,137,137,138,138,138,139,139,140,140,140,140
+53,West Virginia,2588,2650,2716,2792,2879,2980,3094,3224,3370,3533,3713,3910,4125,4354,4598
 54,Northern Mariana Islands,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
 55,American Samoa,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0
diff --git a/results/forecasts/us_deaths_current_1.csv b/results/forecasts/us_deaths_current_1.csv
@@ -1,57 +1,57 @@
 id,Country,2021-03-20,2021-03-27,2021-04-03,2021-04-10,2021-04-17,2021-04-24,2021-05-01,2021-05-08,2021-05-15,2021-05-22,2021-05-29,2021-06-05,2021-06-12,2021-06-19,2021-06-26
-0,Washington,5187,5254,5317,5381,5442,5501,5557,5612,5665,5717,5766,5813,5859,5903,5946
-1,Illinois,23335,23511,23680,23856,24041,24233,24434,24643,24860,25085,25317,25557,25804,26057,26317
-2,California,57604,58851,59842,60657,61314,61842,62274,62620,62901,63129,63313,63462,63582,63680,63759
-3,Arizona,16668,16840,16980,17093,17184,17258,17317,17365,17404,17435,17460,17481,17497,17510,17521
-4,Massachusetts,16830,17052,17264,17474,17678,17879,18074,18265,18450,18631,18806,18975,19140,19299,19452
-5,Wisconsin,7228,7289,7343,7396,7447,7496,7544,7589,7633,7675,7715,7754,7791,7826,7860
-6,Texas,47290,48222,48975,49664,50270,50811,51291,51716,52094,52429,52725,52988,53220,53426,53608
-7,Nebraska,2136,2151,2166,2179,2192,2204,2215,2226,2236,2246,2255,2263,2271,2279,2286
-8,Utah,2066,2128,2184,2242,2301,2362,2424,2488,2552,2618,2685,2752,2819,2887,2956
-9,Oregon,2365,2399,2431,2464,2499,2534,2569,2606,2643,2681,2720,2759,2799,2840,2881
-10,Florida,32745,33262,33710,34125,34500,34843,35154,35437,35693,35926,36137,36327,36500,36656,36797
-11,New York,49425,50006,50567,51107,51627,52124,52597,53045,53469,53868,54243,54593,54920,55223,55505
-12,Rhode Island,2601,2632,2667,2703,2741,2778,2816,2854,2891,2928,2965,3001,3036,3070,3102
-13,Georgia,18483,18726,18902,19048,19161,19247,19316,19369,19411,19444,19469,19489,19505,19517,19527
-14,New Hampshire,1208,1219,1231,1245,1260,1277,1295,1316,1338,1363,1390,1419,1451,1484,1520
-15,North Carolina,11828,11968,12081,12187,12287,12380,12466,12546,12620,12689,12753,12812,12866,12916,12963
-16,New Jersey,24169,24470,24785,25120,25473,25844,26232,26638,27060,27496,27947,28409,28881,29362,29848
-17,Colorado,6064,6099,6129,6157,6185,6211,6236,6260,6283,6305,6326,6346,6365,6383,6400
-18,Maryland,8143,8246,8352,8460,8573,8689,8808,8930,9056,9184,9315,9448,9584,9721,9859
-19,Nevada,5181,5260,5336,5410,5483,5554,5624,5692,5758,5823,5886,5948,6007,6066,6122
-20,Tennessee,11690,11760,11824,11887,11947,12006,12063,12117,12170,12220,12269,12315,12359,12402,12442
-21,Hawaii,452,457,462,466,471,476,480,485,490,494,499,503,508,512,517
-22,Indiana,12940,13044,13144,13241,13336,13430,13522,13613,13701,13788,13872,13955,14035,14113,14189
-23,Kentucky,5127,5272,5400,5525,5643,5757,5865,5968,6066,6160,6249,6333,6413,6489,6561
-24,Minnesota,6848,6908,6974,7047,7126,7213,7308,7410,7522,7642,7771,7909,8056,8212,8376
-25,Oklahoma,4819,4882,4930,4968,4996,5019,5036,5049,5060,5067,5074,5078,5082,5085,5087
-26,Pennsylvania,24811,25075,25339,25613,25900,26198,26507,26826,27155,27493,27839,28191,28549,28912,29278
-27,South Carolina,8986,9084,9166,9240,9309,9372,9430,9483,9531,9575,9615,9651,9684,9714,9741
-28,District of Columbia,1047,1056,1064,1072,1079,1087,1094,1101,1108,1114,1121,1127,1133,1139,1144
-29,Kansas,4809,4840,4868,4893,4917,4938,4958,4976,4993,5009,5023,5036,5048,5059,5069
-30,Missouri,8749,8844,8937,9032,9131,9234,9340,9449,9561,9677,9796,9917,10042,10169,10298
-31,Vermont,219,224,228,232,235,238,241,244,246,249,251,253,254,256,257
-32,Virginia,10300,10603,10880,11149,11407,11652,11882,12096,12292,12471,12632,12776,12904,13017,13116
-33,Connecticut,7834,7890,7945,7995,8037,8073,8104,8130,8152,8171,8187,8201,8212,8222,8230
-34,Iowa,5699,5772,5839,5904,5964,6021,6074,6124,6171,6214,6254,6292,6326,6359,6389
-35,Louisiana,10019,10141,10247,10348,10441,10526,10605,10676,10742,10802,10857,10907,10953,10995,11033
-36,Ohio,17995,18002,18009,18016,18022,18029,18035,18040,18046,18051,18056,18061,18065,18070,18074
-37,Michigan,16856,16981,17144,17355,17626,17975,18421,18985,19695,20577,21658,22959,24494,26261,28239
-38,South Dakota,1920,1931,1942,1952,1961,1968,1975,1981,1986,1991,1995,1999,2002,2004,2007
-39,Arkansas,5562,5669,5754,5832,5904,5970,6030,6085,6136,6182,6223,6261,6296,6328,6356
-40,Delaware,1529,1556,1582,1609,1638,1668,1701,1734,1770,1807,1845,1884,1924,1965,2007
-41,Mississippi,6976,7064,7145,7229,7320,7418,7522,7634,7753,7880,8014,8156,8305,8461,8624
-42,New Mexico,3894,3939,3979,4015,4048,4079,4107,4132,4156,4177,4197,4214,4231,4245,4259
-43,North Dakota,1492,1497,1503,1509,1517,1525,1534,1545,1557,1571,1586,1603,1622,1643,1666
-44,Wyoming,694,696,698,699,700,701,702,703,704,705,705,706,706,707,707
-45,Alaska,308,311,314,317,320,323,326,329,332,335,339,342,345,349,352
-46,Maine,726,730,733,737,741,745,749,754,759,764,770,776,782,789,796
-47,Alabama,10426,10552,10665,10775,10879,10979,11074,11165,11251,11333,11411,11485,11555,11622,11685
-48,Idaho,1948,1979,2014,2053,2099,2152,2213,2282,2361,2450,2549,2660,2783,2917,3063
-49,Montana,1400,1409,1418,1427,1437,1447,1458,1469,1481,1493,1506,1520,1534,1549,1564
-50,Puerto Rico,2093,2110,2127,2146,2167,2191,2218,2248,2282,2320,2362,2409,2461,2519,2583
+0,Washington,5187,5255,5323,5390,5455,5517,5577,5634,5689,5742,5792,5840,5886,5930,5971
+1,Illinois,23341,23519,23695,23885,24091,24313,24553,24811,25088,25384,25699,26035,26391,26767,27162
+2,California,57614,58885,59899,60749,61461,62057,62556,62974,63323,63615,63859,64062,64233,64375,64494
+3,Arizona,16700,16875,17014,17122,17208,17275,17328,17370,17403,17429,17449,17465,17478,17488,17495
+4,Massachusetts,16823,17041,17253,17469,17686,17905,18126,18347,18568,18790,19011,19232,19452,19670,19886
+5,Wisconsin,7226,7287,7342,7396,7446,7493,7538,7580,7619,7657,7692,7725,7756,7785,7813
+6,Texas,47338,48289,49048,49732,50324,50838,51283,51668,52001,52288,52536,52749,52933,53092,53228
+7,Nebraska,2134,2147,2159,2170,2181,2191,2201,2210,2219,2227,2235,2242,2249,2255,2261
+8,Utah,2050,2077,2103,2128,2154,2181,2207,2233,2260,2286,2312,2338,2364,2389,2414
+9,Oregon,2364,2399,2433,2468,2504,2540,2576,2612,2649,2685,2722,2760,2797,2834,2872
+10,Florida,32773,33338,33832,34290,34701,35073,35409,35712,35985,36231,36452,36650,36829,36989,37133
+11,New York,49434,50024,50588,51128,51644,52136,52603,53044,53458,53847,54211,54549,54864,55156,55426
+12,Rhode Island,2603,2636,2673,2713,2757,2805,2856,2911,2971,3034,3102,3174,3249,3329,3412
+13,Georgia,18506,18761,18950,19107,19232,19333,19415,19480,19533,19575,19609,19636,19658,19675,19690
+14,New Hampshire,1212,1226,1242,1260,1281,1305,1332,1363,1399,1438,1483,1533,1588,1649,1714
+15,North Carolina,11830,11970,12085,12196,12299,12396,12485,12569,12646,12718,12784,12845,12902,12954,13002
+16,New Jersey,24156,24444,24750,25078,25427,25797,26188,26601,27033,27485,27954,28440,28940,29452,29973
+17,Colorado,6072,6111,6146,6178,6206,6231,6254,6274,6293,6309,6324,6337,6349,6359,6369
+18,Maryland,8142,8243,8349,8461,8581,8708,8843,8986,9137,9296,9463,9638,9820,10010,10207
+19,Nevada,5180,5259,5334,5407,5478,5548,5616,5682,5746,5808,5869,5927,5984,6039,6093
+20,Tennessee,11703,11775,11839,11898,11953,12002,12047,12087,12125,12158,12189,12216,12241,12264,12284
+21,Hawaii,451,455,460,464,469,474,480,486,492,499,507,514,523,532,541
+22,Indiana,12939,13045,13148,13252,13357,13463,13571,13681,13791,13902,14014,14126,14238,14351,14463
+23,Kentucky,5564,5752,5917,6080,6243,6403,6562,6718,6871,7021,7168,7311,7451,7587,7718
+24,Minnesota,6846,6906,6974,7051,7139,7237,7348,7471,7608,7760,7928,8111,8311,8527,8758
+25,Oklahoma,4809,4873,4920,4953,4978,4997,5011,5021,5029,5034,5039,5042,5044,5046,5047
+26,Pennsylvania,24796,25055,25317,25594,25887,26193,26515,26851,27200,27562,27936,28320,28714,29117,29525
+27,South Carolina,8973,9073,9158,9239,9316,9390,9460,9527,9591,9651,9709,9763,9814,9863,9909
+28,District of Columbia,1048,1056,1064,1071,1078,1084,1090,1096,1102,1107,1112,1116,1120,1124,1128
+29,Kansas,4804,4835,4860,4881,4897,4910,4921,4929,4935,4941,4945,4948,4951,4953,4954
+30,Missouri,8732,8806,8879,8956,9035,9119,9206,9297,9391,9489,9590,9695,9803,9914,10029
+31,Vermont,218,223,227,231,235,239,242,245,248,251,254,257,259,261,264
+32,Virginia,10269,10542,10793,11039,11280,11511,11731,11938,12131,12308,12469,12614,12745,12861,12963
+33,Connecticut,7840,7898,7957,8014,8066,8114,8158,8199,8235,8269,8299,8327,8352,8374,8395
+34,Iowa,5694,5770,5841,5907,5967,6022,6071,6115,6156,6192,6224,6254,6280,6304,6325
+35,Louisiana,10012,10126,10224,10318,10408,10493,10574,10651,10724,10793,10859,10921,10980,11036,11089
+36,Ohio,17993,18000,18006,18012,18018,18024,18029,18034,18039,18044,18049,18054,18058,18062,18066
+37,Michigan,16879,17020,17207,17440,17725,18093,18544,19107,19811,20672,21736,23036,24603,26489,28721
+38,South Dakota,1923,1936,1949,1961,1972,1982,1990,1997,2004,2009,2014,2019,2023,2026,2029
+39,Arkansas,5549,5648,5726,5797,5852,5899,5940,5971,5999,6022,6041,6057,6070,6081,6090
+40,Delaware,1525,1549,1573,1600,1629,1661,1696,1735,1777,1822,1871,1923,1978,2035,2095
+41,Mississippi,6962,7043,7116,7190,7267,7347,7429,7513,7600,7689,7779,7872,7966,8061,8157
+42,New Mexico,3888,3922,3953,3982,4010,4039,4066,4093,4119,4145,4170,4194,4217,4240,4262
+43,North Dakota,1491,1497,1502,1509,1516,1525,1535,1546,1559,1573,1589,1607,1628,1650,1675
+44,Wyoming,694,695,697,698,699,700,701,701,702,702,703,703,703,704,704
+45,Alaska,311,314,316,319,323,326,329,333,336,340,344,348,352,356,360
+46,Maine,728,732,736,741,746,752,758,764,771,778,786,794,803,813,823
+47,Alabama,10433,10559,10673,10784,10889,10989,11085,11176,11263,11346,11425,11499,11570,11637,11701
+48,Idaho,1946,1974,2004,2038,2074,2114,2156,2202,2251,2303,2359,2417,2479,2544,2611
+49,Montana,1409,1418,1427,1437,1446,1456,1467,1478,1490,1502,1514,1527,1540,1553,1567
+50,Puerto Rico,2094,2113,2133,2157,2188,2226,2273,2333,2407,2499,2613,2753,2925,3134,3386
 51,Virgin Islands,25,25,25,25,25,25,25,25,25,25,25,25,25,25,25
-52,Guam,134,135,135,136,136,137,137,138,138,139,139,139,140,140,140
-53,West Virginia,2591,2650,2712,2782,2862,2954,3058,3176,3309,3458,3624,3809,4012,4234,4476
+52,Guam,134,135,135,136,137,137,138,138,139,139,140,140,140,141,141
+53,West Virginia,2588,2650,2716,2792,2880,2981,3097,3229,3380,3551,3742,3957,4194,4456,4741
 54,Northern Mariana Islands,2,2,2,2,2,2,2,2,2,2,2,2,2,2,2
 55,American Samoa,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0