From 628e507a08714589e2bee528450c6599f596865f Mon Sep 17 00:00:00 2001 From: GozdeUgurK <147741168+GozdeUgurK@users.noreply.github.com> Date: Thu, 9 Nov 2023 21:11:56 +0300 Subject: [PATCH] update --- _quarto.yml | 1 + assignment1.qmd | 4 +- .../figure-pdf/unnamed-chunk-2-1.pdf | Bin 0 -> 4689 bytes docs/assignment1.html | 18 +- docs/inclass1.html | 29 +- docs/inclass2.html | 513 ++++++++++++++++++ .../figure-html/unnamed-chunk-1-1.png | Bin 0 -> 97425 bytes docs/index.html | 6 + docs/search.json | 11 +- inclass1.qmd | 1 + inclass2.qmd | 27 + 11 files changed, 591 insertions(+), 19 deletions(-) create mode 100644 assignment1_files/figure-pdf/unnamed-chunk-2-1.pdf create mode 100644 docs/inclass2.html create mode 100644 docs/inclass2_files/figure-html/unnamed-chunk-1-1.png create mode 100644 inclass2.qmd diff --git a/_quarto.yml b/_quarto.yml index cc84ab6..43dd1d6 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -9,6 +9,7 @@ book: - index.qmd - assignment1.qmd - inclass1.qmd + - inclass2.qmd page-footer: center: "[MEF BDA 503](https://mef-bda503.github.io)" sharing: [twitter, facebook] diff --git a/assignment1.qmd b/assignment1.qmd index 1a7b3a9..3be696b 100644 --- a/assignment1.qmd +++ b/assignment1.qmd @@ -119,10 +119,10 @@ t.test(x, mu = 5) > myData = read.csv("/Users/gozde.ugur/Downloads/movies.csv") > # Show only first 5 record > comedy_filmler <- myData %>% filter(Genre == "Comedy") -> +> > > ilk_5_kayit <- head(comedy_filmler, 5) > # Show only selected columns > secilen_sutunlar <- ilk_5_kayit[, c("Film", "Genre", "Year")] > print(secilen_sutunlar) -> +> > > ``` diff --git a/assignment1_files/figure-pdf/unnamed-chunk-2-1.pdf b/assignment1_files/figure-pdf/unnamed-chunk-2-1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..5b4893f8ce94ca465bda5ca76e83685298febed3 GIT binary patch literal 4689 zcmb7Ic|4Ts-xeX$$(l5Wc!;9#n86@q8%&n$OSVj7Fg1&2k!0*4TOp#X$x@D^LY5F& zOV*K6DrvEW>_YW>#yNG)@0|C2KcDyc@44>ldw=iy`#jhE`Chl2HQGc8p{xdz3mXl4 z7uFNTa-+f!fC@l4aT2DZ0|Skycr2YjA)~Q$JRpxggj7MQB2rV)dsIzXRT%+co4F`#NC9^EFbq%j zVy^=Eb2R{Hf7TBVfJRt4mPqjdKx?cIo(8Bw1Y6**0F8eIuz74Y6;G!BNe7K6WIFUp z12i|oL0deH!l2@y`PBX~ADi%_92R)858W3)Av6Kdgg~T28vsp+P;Jn79K{RIUN(&m zm5c-n$SiQMw0fy8SikP{q;xq9>!UY~%j4!tHB(E|vV*BM!YZX8W}>%5#cv~QNbds?+1l3t1oGu(zLD;Yv+AGZ6g>;V@c9$mfF z!bREvC@{7$s1Loi(Ydo*gLRKX0eFyO_4ZvI^IOwu#{=gO`NnxBck7-3v7xbA*OudM z9l5=kw_B3KJ3lNw3lh>nZ7(+J_nsTBU@aAr$O~4iFLqnJfRK8nHVNDcwPvhmBQ4QbzP1kz>?lxbKo@i7U_;pwAWrJ7E`$Hf7 z4j7)YSq{Hj(gk(JIJ2gO|1~6CSRZ@7rd{{UUF|EX}oVc0_W?pFhv!sYdVbntT_T`v~Sd?aW{;-*$7vwV51LB1;V`qmNju#pYF;u$*Nmx7i3@ zNGE^(bAKv^Er>sU*dL1dLnxp*!HWjC0&IcU0`8EIC=5st2mrLidl9gPlmNh01sYS; zLIFs1r2F4A#n!|R4M5Vx+2QGcD+nDPPzHPe-5my+KzagnbU+g%fM8Ez3kgFNK(Nn} zO>u(80d!M4I{O&W(P7UFWhYXoc79mgCIZrIO$`C{AN0TE%!b&hUBM$pMuu1#-U~pn zS?)g$2=?2L?HaHpNoFSj(RhCX4$qzxJPL^({8PF}b!d10lXlr_`l;Qlv@`a0L%X7T z>NV=ElLcch_nz{#<;3i$$0R8qK=28gHD2P7L80ya&^Aeh+mP}jq4`EhcVuGEZ?U;E zwH1yYIPJGnJne{ADf~^{+1ajZZ=_a&PvzA2yz-f44%Tv9+KAwOXyMEk`b(bk&bMQ& zF$r-#p1fOr`OLvZAw?waZBLKoSX}E96@HC`y`zZd z8SrBgZ>b#KJsZb%o+ZKW%4k2=)Y4QTDUllF2SVI8t|hPdr+Gw%%)rr7tIf+!!5KR^ zZWrP!ht{G=1W^w6sV&y`zeaa?f*i4T8yNh|(~`A89=0u`iarNRhKJqEx8$5s0LN$7 za`;1xjtBMFHoThsfDKqk(M+Zzj65{R-hqYamX7XGzc0Uh%!yu=;{C>u+$FRj+Ykd@ zHb!?AS^ySlm98BkG29u3QTnSnS62m^zug$BNxSf3Rj4=3nX^FpSN&i~4*3H@0N**U zgT1rN?QN!9U%KM@GSaiwd&0jlovJOqb?lN2NyM3=k=4RB-Jh;*xNxcg9LD-wlltQ0 zTq2EI?==cla|n!ZaT>_SY(4FX7zy8bX$u+<+ZkG!yZdr@sptM;9!9Q^S_H~(H$4nD zqNd5K9MkAtHCVrj3bNyyUV z)b*~u?r{#f;vsleoU(~i?zP@M=V;8q7KafRzx{qr zej?TII^oxXv+)A03!gjZ@T(?40>Rt#5_6>GMdJB>kHi=rz$)b>_nK&$SDObI$Ogy~ z%^gOnh1|Wign|l+Z$yQHXl!hjS%q1)S;FJfq6&NR#QV6$Cl--w*fqwQwu6#`l|#ei zzNe_C2XB=<{aAdqcB9Q1FvtY4loB;164QA+>r$GJ?_8Ne<**+{@U-;d0DsWjn*TVZ}2;` zTbkyU8;#xQ#zn!JQtwC0AIAw@Bt#Qn| z-;>(46ZaTtsrrf(IP?puT*Dkuf)GbWckOw?{qcTRv{LV`qq_{_c;dt@gjp#W%|v{n zOTSWt(srf$iaE#N&aJMb^2w?-UlJvY{K}Wv9(6***Up!PTPP{bP}tCfSGFUiA`phLwF%>coSlhG*X*BJv|T^1877eT|5|JA-pPacwXh$vf+eq4rs= zQvX9A7YB!$j(rMx{zXiz(EO@-Txb5-wuRM&U&j(^CTpl}Q|<-iU#iem^<>*K?q?Fu zMXYlPFa@$rQ`#eoZu;CBGwAX081#@S<1c$g^jS7rR-m-J?781^t~YvAq$1?fchqi+5EA5Bz z>{z~Ze__Yi_OUbP!+S$}r}I`G#y6*(XG$gV32ZOp3)zhou@UTh5L)Z`C_Ih3Or~C@ zQ)U*Ofj)9QFkduZg%|=$zTGx+>f%mnml|+;;(SLFvM*R$eAg_hNr&L8W<7HE~9HMkJe; z!b?e>eGHCS$=2*k-LGrrZ}~b~Cu20*Hfi3zahLt}?4q@z!GeaP+bv(_EGy{ltJmea zl9Ybh9wSu9w~nk-T|h>cKPitbztNd_W!eoT2NPDu8x6(Xz2B-f)H4v;g1+m4y!tN9 zE@fe##-SBVHZ@y?;#o5^Z`rwjp1JVABh01Az0Wn*_4YkadcoM^HHY3?1toz_Q)S97 zx(#iVuCU6;O2VlS`3hx4FsMe^+ubV3vG3~jJ4?Y+u5qHV#;qEtYGU!rm>2TTHLD3T zg|{rF%md`a%uCG=n!TZXBsZ+4b~&XUXTC_Tz~6q7N9=KY;`nxO>g90N9(gC_9#HC~ zx6SXGyTILs-0{|xm6J?{*%Btf$?{yO_jKWlXZO$E zFZ(q2oaI>L;N-GGF7ur23Vg8E&66J$%S>l#txKXzG?qiU)@o~xQcI@gfI0gxxtwCeAv|aCLo0Ms*PAeDXO|6$r&vhEg5ocb$Y4UAo|?J+lduS zpH+7fZ)N@skx94LT2E8^<)#y-BoF@@P*K%hQ1tFx=j@6UOV^R+_90-1@8N~(A~{Dt z=42jDWlT;?yl3I+%>!pMFX+-r!8*!kV(-wxSWr*a#L6eVv#*yn?riTCOZ4z^|5W?l z?H0_azl=Msm5x=>$UVcyXkyH&_u2jRvFle?#Dmqo-f^D&o&hHr%yE|L!OX8hKwq^ZT;)bi9j|W(+EER7>Fi#d*dN< z%66ZwfSNi;B9Iw0Knn$)W>DyOBHo)0L#U~NUKGer(`W<$^r2$?p&l2DW3XFY9D#~s zki3cb005*Dh+Ysx!s4hDG60^S;@Lzf5{tt@eisIM5uj8w0u2C_$rQR5-Wvd^n~TIj zCV)u9{tfqKkbSUJ28oDe&;gL*Lm}f&LD{gIGt=0eyZhga`exhzqY?kZsc)JB(2j9} zzG>XqAmlcVVoA`FAfvEZmp?cdJkcLdC*ZI!@JC$$c18bg>^IHC|04m^^s@{9j|57F z6r$JvktKkN_lBte2qaA9=L4YB)m7C2Z{R0}gp3XQ0mwfw1PU@<|G=~~|HVV7pddH( z-#i3D6EbE0z>rADNBuXZfqA^*g*{)MS(At2lI-#j&h#=m%KNEB4$A3Qo0OCaK@ z(7g`;+7SZrPz?a^2-%wgS;S34XG@{b0rq{&=2xN7u~hnIwbWEK5HLA8V=EKbe*ig* B - + [STUDENT] Progress Journal - 1  Assignment 1 + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+ +
+ +
+ + +
+ + + +
+ +
+
+

3  inclass2

+
+ + + +
+ +
+
Author
+
+

Gözde Uğur

+
+
+ +
+
Published
+
+

November 9, 2023

+
+
+ + +
+ + +
+ +
+
library(dplyr)
+
+

+Attaching package: 'dplyr'
+
+
+
The following objects are masked from 'package:stats':
+
+    filter, lag
+
+
+
The following objects are masked from 'package:base':
+
+    intersect, setdiff, setequal, union
+
+
library(ggplot2)
+
+# Using read.csv()
+myData = read.csv("/Users/gozde.ugur/Downloads/movies.csv") 
+# Show only first 5 record
+comedy_filmler <- myData %>% filter(Genre == "Comedy") %>% slice(1:50)
+
+#ilk_5_kayit <- head(comedy_filmler, 5)
+# Show only selected columns
+#secilen_sutunlar <- ilk_5_kayit[, c("Title", "Genre", "Year")]
+ggplot(comedy_filmler, aes(x = Year, y = `Audience.score..`, color=`Lead.Studio`)) + geom_point()
+
+

+
+
+ + + +
+ + +
+ + + + + \ No newline at end of file diff --git a/docs/inclass2_files/figure-html/unnamed-chunk-1-1.png b/docs/inclass2_files/figure-html/unnamed-chunk-1-1.png new file mode 100644 index 0000000000000000000000000000000000000000..817e697468faf62121578495cfe0b1ea8cbd39ec GIT binary patch literal 97425 zcmeFZbySsG^ftOF0g(~`K{}-sK{^x>H%ON>C>_$>pn@RX-JO!sASm4>jdXYCUEA}W zb2!TH-aqd6#vONz?~lXS9@y{uuDRx#^O?_l=KE1fLInLL;Y|nxf)0K0Oa=l$5`;hy z>QQch|FfstKLUXuVi*VsNf`-=2$>q2TF9Ddz0ncTd8=b#@J2@DDFnjl=O?eGPb7bb zKc=FXfvU@MAU!=8zicXCx;Kp4=?pr z^QA=KyeHoO$mMLKn9+e;;C?Gob3=S`+JZX#`Utg&$2gX3=5}K#MDcDs=2lU6R1mAT zhA`v(>`xa>W8TP%ln2U)$d+4U{=Dp&d2|%*!mW>Uq9rK%YdlX~%Y-M4n#MdO1BxFw z-B`0qQm-M6Ig&y~WLK{-!tbj@3j=*t40F1+&wlb!+ha1U3SuFn(34d2-vY=sQ|CdI7yh^OZoOyzgJQ}caLkG*Bp z^1%9R|HMWyE(&EPmngt`R6d8rW6 zkabo5CfrEBR>6jM_G`EgG;y8!!XuW%Vr=d;J{i9#ma3%7KSa7HF{N5fMem+yesg6tZC2R$1*& z+P&PO80^jA6qee%6}|ubniU*!b@Vd^PhVnDVWaUfUk9ST1VE znE7N7S5g|i;?vkVH~ac#0V_S;t@--I`>T~pRYbk%7^M;V^N>PER?e@c(2H~YG5a(f z%Y+-8XS6(r%4J-b)42#er~2)W-SlQ_HX*tE>2?P)cC<~er{FmUJsTSoB?-H8NLTk& z?A}sOLVh^as9&C*J2>wm3`{}3Bwiw1Qrn?@do$Dy0tBbdE2yrxID{U2MuEV289)%h zCphpQA@~mhflq}0`~M&bCL;X(8KEBb%QEanX$V9R0)6&G&JJ#E0@+DU{$y)gk98Ri z{#}pbrm%1!BmIGgj+SE6d>`)`Umr4YM8xHq^g#86xW%Ko zMye>NZX|S}t7FrNU+XQ`;kacTt#+`Ug!z|o=nE7wHwgTnKLl^xq-vUewEaK*-VK`! z(#8RQ%{Rf-nsOm>K1{6KNr;k)*(5cr1-f)F;{m~dpFKfeaM6nvr+ z=Kt`-9XGKcek1Ag4cFZgOVAB+e+uExg~Aq(RSb_P_@>Oj{=v16iv^Z?c%6~{KU^x+ z_qC9bxdxl{QR;8szCF(Bj5pNQ(Scf66mb>W@9LUYs5(j%4JN{m;^E@r28V?7Cmzo0 zIwIc2!J+2i86&z+PoK^|5l1G758-!^bA0cioGMSd*A2PCFA#f?{GA-oJkzl=p&YN^OdC&-rPH+Su0< zfqTuJO(~SH4VJ@6MAm1=vcbN_39tmoY!Ff0zDua=P+h+*QsQoq|5x7@4$O9c=ctIk z*MoFxEj(5tBSX~h9>;-kaqku|3@R#W*%`lqonOm%?@u$kx3Qt2&s6N#2wfTt(bP1_ z+1X2fGSn0Mxm^ep-Zs&KK3kB-XB;?0<+)(SCJ1Vo3@h`_t+TducI}z^3=P8GD$8J^ z=)W?C3#Ct2)#?L*3abyw!#(UsRb@ToRf*UHA1$ zRxd|Z_CM`AZ$eaa1#*ZJx=;B$%Dj!y3{;ko5vmnM%7}BT`tib_X=|`U7SFX@w2g3F zZOi#{2WT^xW(v;jU&C&wjD+GgWZ51T9xke`uFf|_eKb>CRP@X-Oner^8?1tPSaPR1N*&Ck_ zt?%1X;%=?Dew?*Ae4;My6Dt_=*rcPgy}jMQw}suaqPXna#za+GVc~>sDbR!==^ zCH0GpR9;=`&6bDRS-_5z`wF~cC7gmlBmeaQgA8jPoWPW7xUB!-503E3AS+WJ9$oJ! z|L5D+oAv)#?Yb=UzuQ}0?78|pddMKP5bT5WO(t4}!vB`-t?CM~RA>i36Xu6&5(!o_ z@c!AXZ3fj~&KlL*dZAFLdC+33ED=SRP@If|Lom->(F{$@TlcPWe`ywwF;`+9)Fa=w zh3+&`nl+qj6A4>@(Sw0WP(oD&$VBJ*wV1DU=&*}-+GFj$Pb>=MV zYcl}``L)(}hMn|+PLKT0yX7~{LxyyW_JcaKrmXg*AC^ zbtE%F)z{;1v30tl>NHb}9!FAL5^#E6<410Sp{NgrxY`IALst|qY(%#`4T6u9qEZ

z!xS%~eQNs1O_Unv+IUlTM-!!*DdxTCwHxmy$O*RQgHRCbbxw#SSRW3IWirAjck{aE zf{_RS zxSOG1LD0P@bgtcIH#a7beMgIwGVfe#7nFBG0LXCOp+mTSWyW-Zkb&^dr)k$4hKvXp zrZMRS!SyTC6ay4K?1cSh-0MuNnQ!GVyy&I5i3-b!jVj1cRQye(f(%I%9QW3wm7>`7RG@ov(msk!pTcrKt>Z&fAlp%0&4?&&cP;Rd}M|_Q5 zwr`FRCVv>+n*tbJdf=5D0K#7>rAAp85lA_?xscLzOXMhpR;}v& z)LN%rtaKh1tKWT7M1v*r`=RtEac^46qGtzpMf}PjHN+uiGijNadJ)7Br9%Hqv@Nxx zMo>oL&??I~o^Ucon(&W<^XwUj2G4#}(7~hpcwQexHjhw5t)*R-C8Hx9B)2g4Bi%s` z@wfejLwt&(X{@L3qUv}3A%BeLT|ttFgoMOuGRme@r2Wx&qEdde#DEe386))Jo9{0~ zMSZ%{@6*u*l~1{-EObOsR@tlvlkhpTOgDJWN51jL&IlPya85SI`s2=E{qFa%yt5!n z+44Da(MI_}#5^{4Pe5ttO%lUy6#g=SUya0hPugHGTRu#;)g05hX0K07XQI-2!ESe< zbAC2J;IW3o#CrJ@b8Bm>eE!FSxVB*4k(xbPb6jIQJ;QXlRNIJmG{nj0pECun8fzd$ zFfHe)!sZdw#`JvEG~;`he;-9@0w>We##|8_pXV@4g5oLIfhY)Sk@+s3O}2(^t;P?n zNcgH`HI9ej@6qtv9(D7+QQxdwWwxLBNSj@_{1Dw`g}r>zAxB$Rx9tP^y}59ew?U?L z=L#f_YYzzoT%5v;lC7KNr7463E);$6tM7A#>By5%X3e5N1*|+cAMwa@bzxk6NU}oh z_FKni0aa85+HY__bqpL>JnJ4ywQYZsO{9nXmoa%zn>s|Sa}*201uoC}&zDn#@@o#1 zan9uQi7#Bf;VRzUMMA@C`R?a9S?GFsZX3ntSeBZW*4p$DM|?~6QJK-O1c}2E`J*#u zuy4T$38wi03$Cj3)WMgNQ8K)nNrBkAl_h_NV2Wh=$kpsk6_wg&^*6d2_ z&PKABA%J&}E55DH$GyjI?KVn4+f}2(`1PmmTc}MhAy)nA;?L8ByfFI8OvdP+j^dOE z`{FG`9&D8K4QsfXJjUdj!-9&7mtw>y65p)5yf_szFv!x!VjGqHnR}Y*G|N)T{~?D; z(Z+R;#aupgC^{hIYH-9Ng*UQ2XVl1#lv`{x-0az}s2hq3xb@ecJbOx}3!gaJFYD-< zuU0kGak}hRVLZY*0?OCr-jNJR((bHpzW6aF#1|V31`xRrjFf-{Ii(UIQM`*fH;ZFNM7j$J-f=+R$F-MfP8zG?St58uJW**Q2=rlzK{O%u-^Dx}T7FVY>(b%RsbJX0ss(|z&!sYU&8AogE- z`T^_5F201&cwYQw5<}VH>ToxsRVo_(GAVi`XYj>Ov-vQ^w#bKXvIi0q6YJMh+`H&$ zCwMA-s%aP!Mz*)RfhlOIsj2z9yoqeb&DlQ;pLVM%8xs+UFP9Br=ZlDQ{r z3PBt zqo#u9af#i{UpL}GYkG+(6_+9F=xkUh-XBe0R@!BfoZ~c}I1(i}Zo=i*)R%*4aQNtu}@MgPk5WXy=KX&@(S#of^w@4oxpqrE(87U1>EXq@imKQ$it{Ko5S z)AjO^dk-|^LiwAN;)mg5zWs>%8m-*%K|w!POBN#!*!Cm#F!6FSvg&yEoq3alUCnh5 zBYaHi2AvtaWP?vW1^M{YdsPmo-RD}l-E+MEpg=6^qDy60Vue`W_rww-RXc}iPYCWp z5|Khdz`lC%ER|`cnX^YGuWb5KDDm}vOu(V{$v%3Cl?yWxJ#M^{(5PQX0f049T0*07 zU8lB!GJl<7eSP;x0{A-Z*4uAvo3KTW*m!~QJGVi&wCgegF#vaIFZQSoJqQ04Bcpfl z!yOWAy@`--8R&Hiu~Bi^vV{Rxv!(g{LRYWdH1Sz?YkvDG8X;|cFUyqE80}t`i&aOXCp@!i2qK&c5i={4&ZX zeIL{q3{KTnPI*PH0u8ba#M^OMtTrv}eOV)LE(tZ3yPop{{xG-3*<@*mIP9G~rW3ww1r(h@80 z&PQlO3wa`A9`NIqjzQNyi1ioO2F*;V?RfSJQF0uJfGpb9MvCW)+L<3cX;-gt z_;};6BqAgKz-8JUxviBpVeM!Cx5v!YTTd(2%f_DJKkr+0+*=~|#baU}WF}|%4`TV}DSo_iWA=aimMHr=P73^062RB! zodG#l9sA#~TK^qZua9%ep|DxrmIH2x~CRO|cxBoJ(n;)!X{$if_CqDkQ8}Dd9 zwa+Gy{|n{)v&4U{eh&>)t>&{*?AKZX3kB9W_`gHTfGe2&o@99a=3qsGnz!fd3*q$( zGiC&}(|13i!GE6SKMz611`430V{`WZ(ddv&zk6QUf7C&LIh{VRs?hGN;eW3AkJSr5 z1D@g@2ZsFh?J@Tr7{#*CJb3-WG~a+n`#&50hjIRYz2Ucos$yYB)O`uhtU@)o%EW(d zv`~h=?IzX3($ZA6Ny%WDXyHRoX~#c2>H%=I0K<9lI@M=J^J9tp~+IYlprSYjA` z>v)E1)JVRneYx|;A);UcN4t-y{v2B{u>q+~)TS*sAs;Iu=U{pvpJ}RflsbUJ?)(e+ zAIImNBskPZjC6p_NPec-xDzqH>%4$0H@4p%AJ*nGtbzt}k7 zf?K4e{No-!#N31f*9J)jZonZD3MQuNTT0o|F^%4qb78$2#{?Tu*M58!!ee|z78Vx9 zs^3G_+ST>;ON=EgV5)AyIk-I+ek2VA z_PM!jAWL>)_o8a0x;a;=c%?%&fuPc6-SDLZ_i`$IIVfbSo3l$wO4_(=0M6h9r@p~H z=pG#6Yr#aQ@41JA4~>$LN1LSX6_+?rAPaPxm<%Uo7*;d?hMNr6z1*MCezL!6#5A7Wr-KmmUCwgn0icV# z1!LZ3AP0BO8T4LoLM3!i#OpP+pZycf1QSV+E>5Q|+i)a#wKf8yqUbm#?NXc$M)ZmR z}Fvl#ZEa)Do=UMY5S;ExOqrOL|6TF8kv z72ZZ^s)lI~Oka}#CLWVY|Nr@MP7O?iS5a2%q|wThJqQ-=W!do+C7JuT%_ z)HT-Qgxk|s;?NJMW>+j%G8&0N<;hA;n&o1b?%1#Z00ZonZpw>R8`8Ids-ggrQ{QYl zwmXN?RO%*CIazUO-B&c*T4cRGCKFrt3>^7!xbA~KPRDm8YY#+;P|v(St(x8@A^H0R zdds*2FjY)nng1z&3`Pt!cp{56`x7HLP^?=YHIurw^reaEj1=kUqLdw^4;0iopNc;9 z*pxt=e1EyuFPRM24wL}xwWk{l$i!BGY^IarJYqd#%Hd&F+bNZO?#LwiAHJ?y=P2au zXit4HPl@8OS{=$;i0mrmas)khKnNMlrut$SV9JWGq&GWLqqkffFD5L=)w!HgQBpQ4 zKJLeOq}%bJaSt@E=cYX|!{HEa3>a3to#5_0e#wqb%ss&9J(pwFxw~3W7i|C$6%~Ey zXcS|+GSI4M<4=wi0e@yq8qwJ$MCs;69XOd9V@2xZtF3p*-kot#6cG~gCT`(ZZ~iau zbI-)?5u6mldW=pM<_ z{G7(iMS;uhxna!={s@|Nr4!)CG4(0dYrtF&XyVbTAG2lJ1BZ{HBz!g~sIzYcz-GJi z;RG$H_v9rE0%ZygBS`G$u>0d3)W`Zy3HBnHH`uhkBHDu>keZwO5>pE1A zTP_h6vPOob2g3SnZiBt*mD3HNiu(_o9?Ts{&Yy_ID1rQHV4Ge_N#fs(=CRE`yExt4 z88s?sJ)Cl7NpLyI+FKdSx#@8OH$dRRE{e-CoolkpM1_Fg=?m&B!vHAyhJj>Tg6oA6 z2In+Hsmdmg&1fiBlmHE%IW&k;#Nk8MD&N7FsQ@56{LVmJv*=_WjwDHyXTJGbgojDr zR0ddK(s8pjQ#xg?Z0zkWfmMl5p1KI%WV-l0$r@1i>w07>=cfxgghzjZyRhsP#&0d| z<~Oq708Gpe11y-M-r4UX%jq&9H15+}2_zTNo^K0Vkcq>Q_beb>8!S_U?4~0ys6#8l+=vZ#wtN)4b+^Sy*WL2L%86)D-V_ATxm5!>(r0O0E0q;B>Q&h5K-R z=9};Q{;&o|!$Wjcbr2NUA#7U)NCGTXYpjwGaZlS(F=?+rqizZDQ68(ExmMk=6A^?= z!nJ<#pC3Pd)J?M?ep--|YlQW7vf93{#?cnXyEK0!W;i3>L6q%B#xkhw*xYLl*2miI z7vuEedkI<9RYrj46paeWgdF4!IG^~wbtkgEGBiQHJ)_~TsqOQuwZ6yXg?<#f<L;DrxEI(dv=wqoup!%3h0- zv7Dc~w9a4$q~zR+5MDeZ&L)}wUc=e$EKE_Ij(bnNAJDcm+_CZR1bIO*;I}xmID+kM z2{&BkL}x$EKe9dTQnWL1QFP+_v*;k|ZP96bf2xJUAeZk} z_>q;H%T}Yluf7=XnBQD;Qe#?stXt=MPrln|U1j%!AYcA_ix z?QIZeUL{&=JG3S^6x~Uc2yaW}%YpjHi5jFNQ0WbF(m7j+5}|D`{kxsL6q-m!B^gQi zXMo6JPSD^U7*(!rsr>HnJWf)^GX%zOTDR+9#~{5dzQtRs&BK_ToYJZaT0t~)8S3CSlJ7F@Qzoj81 zrI|l4xO7gvPLNZh;0YBAXM8xqW4mFTj=N=>N4RXb8(mUk9SwgQew)6Y;>Gsp4lf71 zIpZ`vQ-}v9OZd)S9nCF#FZ>UBW7Ji|hc6a#;+pJFdesSjTtN->>hP6)73niGue;A8 ztp}wLtO&9ClYUG>7q9@L{GC*P2g7a1+V3EIFcpny zSq>GnJ#trXcTr-6!0$o)T6O1>K=bUeyHD2U3#F6IQXOoZJJy%XUmR!oN*8AtuRu#| zyjOKD&OPis^0U_RwwtMqpVoTu zR0@zsS-%!nhIJ3u19mqa&3cGz`VEUx4t*i&cA-st2^@4~6*N8_J-y*$&dI}}>Bp$< zcDSJCE@0}mqy&-@Y92krvpw7_qtu<fo!$!(?X7{w3Rjo|qBjf(G%lne~*Yb)6crD-+jUkz9W zoDW8t_tFO{m=K_&V|&43%-h-%V_I9>2^n>%?%EoyJ3W>^*?LK;6j-_h9sC@Sn`_3# z6yvx)2r{BQK;#csiO>V3Yy$i|H0PPsNlbQ%v(v($XIPHn3y)hnj`2AE`ZCHh89_(A zm9{1B?v(t=e4($NP{Pm>g`i=w?1Rufj(`jdmSH(*Y3X@9LgN9q@o09VY@&i%+2P}r z<2+~d$z`kqAjGqu_2cLe-Ji5{RzA+IQ?`s>*{6^qaugYJ1nH&7VSi;M!*ET-p3RK#ML;hhk{QrSU;}yMCpM}8ph;*z`9hfh zcSE35PUJz9XVwk-E4Bt*s?Et7ak|O}AU-?Kl|Nf=wfmvv)k^L~M4_l=9Y&jgVO@^b zQgJlndwxT}dIP$ym7R4$@uHHjDjl$7?I10imN}pA0!r(MTXpdvx{Wg0$x_cb=;c*) z8L>6)E%);svwc~O%RQFN(>vr}tSNHZ&w{Vs?TqIea~v){FRwfA>{lr(t2C5STwJ(C zv%fOfu06a83Jc`A2;gV(wMR2(mM%wIKc66fKga7pMNF0g#nzq2g!0cJfK<3GR)s9@ zmeQ_Nb;<+L7~uxi`LuZ8jauanN{zb*6fF8eA48|ue)&Q zrmlpqK2YArtuA3*e)=MWR`PMxXv*NtKIO%{_@a}uD%;I6SR?A|WTrG_F(2rB_8LI4 zGi)dAGeq46Ppc(x%~rB9qJ;odsc<@;kC@Eh8!Ml%QOWC`Ze1z``CQR^(B<;tu+9iE zB`+8DwMEBQ_fglGNnezVO15yR?^;#Tw4>slv0LYS=| zY2)t$T$`?hr0(dzztch)pO_?{IN2_`0&vn)l-7a6%K`!bg1Pc)lwoaxD1Zx56|z5f z1vq>s(2Jx)&SlN6%U~D#RMWIcND5v$6zXf zt?W?UvlW4=F6`ciu29)Tis8&9jZb1hQ|A-9sx6w#M6t!AyXf-#T@}TdOG9A zDw_ez(;AnRfvjZTRsDh&=;_K(gb$UYC+|>kv_YRWnW1*oDU4e({l>i2-KzYqiyvOT6Bj)zAu3co!lid(SHITIr5b!DzdzXTqEBpFU&Qt6S4U zn8XlDF!_%XkNX7Y0jf0JS;{^nOdL3I-D*Hy$N{ZCn#^nh>ba?J z*t3~aP|GSbWlc_wuD>E>M(mIe_3}Gisj+J&wr#07oLp5h6Y;bnJTo3E%d1d#l=%?6 z$F;}BzQp0M2detZ6`d8!r9fx3W3@&0{jles?vhLLZokWlu~uK?Dh=);;C8)m;sS0e z?94vDxESM>*0r5g!(y#-G8%k?N8o%#2K~vpBJf(yNfQ>Zw8uoSMN!fo0~h| zA(n|cF^Ff^^R`)B93!LZ3S=HC>(Rm*qKzZR{r>F<>X#kg)U%2#nO7I#a;f=`hq>ux zsME~erIOgary?2^$lPfms&u<}os}cI!ZJQ-Dg9oZl^T%}kQ&QTB?)CH&zaBct@$~e z>+(&u-)~KY-OfSN4K8^DK})IHRa3^3wbhzQlbAQPJ#Gi*9>#l5C~ZgLOX3C!yHzd3qR^<|!$@e#&@AEQr zf&QkJ5B3B7*N;p%7+MnCg71JMtR_$dAHnoVsR_+VTEd#oIk!o3B4@zwETmu~3J4;N zoR;`keE9EZ0pf@}3%dWO#0Fu0?^YYjb0Lvxaz)k@uI@-mMdfXrmrK zsKCKE_3PKCP%*KbW}Y?YUJS2B)sFJ|$$J($YbaZn4g4lqCJo(bE#=6Uv=mb}2I~3Y z&s+-?Rkld5j}Hn@FHv(`f+CV{{K9KC*oltfeC5xe(2sKq3q!kV9xVI}3}U&G#^uH% zPYcQIz80z_nEKy>&31(8D(X{p&~j) zGuSkOWPs2pg<1JY%Sb8|XV<01`SjrAempC}9sT}vzg8u6b>v$rH9G`R{H1_OvZ3IDFpeDu=if+KJI8qmCzbUGI%phyCc5opb$%r8$#`Q%n=@UsbZR=#l!3wkL zJ3%XyFZ6Ax`a{k#)ziY*io#){JgmxM-;-=bErwJ66;S=J1$f_p`%o_;#2_sKnDwgq z>cOm?ri{)UB!SCHzjo@KiK1KfXZ?(HIfTeJ9r^BK!SR5rGiV=r;lJ2ETQouxD0RvA z=qz&l{!M1*G{z>A+4{@Bz97%61DhoVm2kN8gAS_d;41#emsY8+mMUOA_A_HwXfVn@rrHdssOScmbVSu`neLXt*B;zv=Z~T-FP%cmWuygCz<@?zSyHOzsPqxpEfdnzZgfnDH@(igublEbp9oy80@^4%W3s2Ktp4d4j~C zTz!IM;TyYgdQ1w@sA09IaotZ@qr|!gU%BG=fbPdxL#Vj=f1D+eA9(VR7rhRJn_C_d zYcRvaevZ-6X}rh_j^o3%;`f4#sGKsao({2^yU6mKSL*^0T?8x-fb}H%#{=C#{P~blyYA7COsDN}DsUgYT}7|Kf!Kh4^#HkO@)^^7(r%`Ny0X z8L1dGs(lA_*$Z6$|AZp)o5oYMYU&Ql)b^mZ(gxJLjFc1^K!|-n9m2I<(mx0I)rjYQ zgo9t&D;DD!fV3gooR^Lc3c3{JAUuY_^pK!?p+Fg6T|aNp8Y0P0m*9L5#rUdFa41)a zl1aHF5CGyfm zzlD<|BKh)V=-S#Z8B%CC>!Bf4bdvFUImK#SP+PTia9|`wzHUv^$oVsKU7JtOtY z;YIgzu}6dLQ*awoX+*2TAHTT1tr&0MUH$>3BCke(&9D*T%@91&ZBf#TqXq;O+q}Va zv09Z)kwHJrX9tfm;}IEtfHDc#^rgZaNzCfub^u!=&$VE*xDaC+4w_Pxu5|?`XfEpN z@fC+KWY28L9Y=GNH8nOgwS98Fw^6m(w)L~o8MhOFZ13B!o*-06S{xAz=vx*D!Ysz8 zDQtVz3nW8*ecHwwmV!?z2+}C9kl>-jA}|~O%hm>it6roofdHs0 z!z8~j0{K%hm?s+ zjxL5*x}CooZh`}7oZ*+`U0xdn*k^2*3meNzPUrGayHoKo-bK)8oCorn#|@I`4-8qv zh%GkaFu0e<9?em+OtYTTO6B{~%W{{je|B1f+UayGG*LSEiV=AUK zIyxK$qm7ner5paAQE8+cK+n{{BO&_9=JEG?rjgSb{x2OC<7~54yMcoDSp{w#Emk*Ik_CL>ZNUW{7S}O+oV@cN`!Z z76yQ+*BH>6L3dUZgr@)H8vo5lPN-B)=V6>ah6(qEqt97?rYz5F*evHn-rz|$lBxz9 zwBQ13mrg-a<&$J3xP)CUj`c>$OkxPy-V$TZS%b=eCgy-y917i5?W=Qj?fn*PRY|(; zyut!zV7m}S>y8)hxhipj7QQq{5NtOIKhjhDw<|(6Em^-k_S7}QkjVB6{tE7)YEsZk zAY;ZOhA%LvcZ0K55MG=g2kjN{`l7B5b%Jn4B?=ge!j-)1>_DrgzXeRi?j<2`ZuN*X z6XRn+ZA&zBpFyYJhBF_SnZQzmXY{zEwk~Y)JI2nWFMN}spCFMFp*I-9en`Y)>)l?{ z=aAa>yZ{2?p|eo_cNlX@>T;Bn5xcWvF*1*_X9$sVjFE`v9qHg$Y29+Y2j~`@^`FPE zJ`);CwPtNeL}vbx%Tkh8n|U*_9(=)I!5dPbBY;T?_DTuZf0r3)1_+84y?}1VpI4Rz zPaIQ5TK%Y?iF;G5b{GCLP`Tls?}UMo>6ZmvZEbCYyPsCL)W%;dk~xF6Fs#bw*nPKR zW_#W@nKCLQub49|90bPbv1;INxd%*^r7Zl%-+=ph=Lj{sIk+0KNJli1=O3(7W~ZZ( z8uTU30S?pO#BciVcL6-jZwK1HxA5T#)3AO_NS16yn@RZu4QPH_fb`G?T8j6_%1sN* zS_D$=t5 z$@~B}7@~Z^;A|nvF*2Yerr0Fpd_|Qa?Z-;E1B;!!<)`O|Q-EBo>Mb==Bme@q#Z_-g z|3J$wuI9aI)k0185|gnZ#$>B*zQX|r-%p=zJz6^l&xcj>_F!!!9a-PSrB>CdS6G+R zISn`s@DQ!j^j^%jW(=rl@+~g)rTOYD zoq{eMLgg4LZ7f-YnoSg=>fIv`No6xH4C1-e5DC`9BakBb4x?Fhe8w%>nTlS2yV?DD ziN7$|B-TZIiOw)XdB= zc$D>J?Pkz|E4sj;qJ$7QB3?fe>}EbLC~(hJ=d33I7>JVLvyO(-Xs}ic zgP3M8CMzm!LVQ9lnQ_a2Wu_Vnorm(4zh3*6v(7sF-T7?3qjRQqQ zO7TSIA8IysL{;aLb6k{~eT=Ng2T=O_N(EIfV&>aF!=`c+gm z6~v}6V+O_iPyj)cT+X&ddU3}{?dO8%7mdc~z*vg??n0|UMjQ=bc0!ckTtFs^7t60b zG3@;oS)#bef4cU@ArcQC-?3};gSsu?&cuX;-|N?x81$#hcNGH~v6nLNE}wi_`tRFD zhQ$D1d0+bN+x#W7y)o0e2`B5-p-x09_6J#L*anzV>vW*&QqWeY)#$`unLp~%h|Xcx zwJc?euI!LewORWsy>%yn*DOQ{`&-?w?Gnni{KOq60kkmzY;VV3S((%1#n7xDa{=@|XU@rm4Ps*Yxp*28Ma z?$WMMuZq=(Ff0FFg*@e`!71yOYK$aOR&8(V(cSEvW~0qM(CU@e?Tn@d{8kufA9cnK zYc9FLA!vidqswlehXxZ!DY{)Y^p4pK{610Zo{4{#&!J>V5gfo=m2wHIN%8fhtekJd zcy9?}yY|4-Wk~ z=wuH&34eX!na7P759pfDw4lNFc{rUH%ys>PXs>)aO91e`7WemS{gnjCbYUtQYzWj21TZodu*OSrDuZa zu#%Lpy?gG_{=wBs;~y}v1`Ca~CPJOCSv|zZ1+jQ$tz0T~5i=h9zjY)2G8NFUK{9Jb zJx75zBB0D|D&HMY^XMd%`>Fls^EiNpp>jd>9e@IC?qo8u+{{)6Bh%St|53aBh2Cnw z7+{{F`c2R~=ee1xU4ogdoJBzVn~LnO%>=r8IH}VTB=#quaJ$`N=%`(9EBf*+jd;-k zDyIO!@A+O3G;|RK*Z)!7nUp`G;wqIF1k#>OLvt#s8=(;||L_7$*l_285so47w0*|u zmu-Qy$l};~GPBB?1KGR!2E((l%Db@4@|%CH0rla)2ORlPb?* zKU{+S2YQKU5%>6wjW3S26*284ArlY41j*TT!8SoXo;@*D& zF~KDO889aTZ~wN2|Mk!MbYM1<(Fby9f2{J?Up&PJKDzWF6kJT2QA%2!iig96>0bB+ zIqp1CaO{voUkvg6WpRgR+p^NuznclG5WoWE+tn0ccox-I@!2e%(d6JwDC+UE{$V9IXPA_{+$56#%#ViD zf1hXZ$thw>?Bh5;_6dzx$GFcD^@siHU0@zJOf!H2hq$6drq_-MH`O4oL}Nb&$b*Fc zk_Rw9&}4ymn<1tlNHyqWQpz%xy(yz_Rg|l1%KBsfWC5?p(?PkHI=AoyH#W47E%WTp zBM5hjLN%H}KL8u~)W7TA5#E?aW((Eiu;fgG`X;&0Q{!Kao`_Tr0FXOASuHS{69S3C~~nH&m=;?VFLW%UMr@SMQ=%qc;E@isad z8O+Rz!H&%`_Y$5Gm#c?$%c7BCN>|^vxU2lWAR9{PVt!b40j+2+>7#6?9|@6zV$q+z zDD^oInN&4%g5j+B?410aft=iq8k8)a%wv#9e{mbGXWL$%h>e+fZ|HM8qTIX4 zC2zdq+&ni!-$t{HO%XEW&%_cAGE9AbX>+k@Y~a+h-#3@IY8V?Z=ME$%ZHZ4j4dt}v zT7qcmxpX`3K59Dec+?#VQ_F$3DDc^r>iv4}0t##fm`oImskui2`r0J6MBnw(+K&f9 zqG;hzdnNbO)bfx|xpmO~HLZuo9lZa(S3qzLRW5w4-QTtw9H>2)(KAw#z|=MV;Gtd4 z&Bn3`2`Chs_{J1alSB!)*20ETEP&#{VWrAyStctpGZ6HZMP+1y7r(U6vo^@A^JQn5 zPSy5-;mX#QmaVzZk6|SocrQ|4jv`C%Dp-zgzR6^D#Tr0DU?5b5!N_m8txdFF$hyG; zNe1xkU^L*zfRT^6a zFnAcCe`HUSlPOwTvyQXu@9@J^27jB{8^?X3j-MqANd?|vwAysjKN^zBF9llcbDth{ z1%f8-i(1fJr-$nS)K=8b9iTi6g7w4}hc#0%qRKt|@q92sTw&k}=rliLL=A&7MFR}$ zXn*)YYT5Bncc~`q2|_T(gjLAP$OlQHQnKAF>ea7cHEQpvJuPv1!ILpqhq#eYm2bNV zM+YcBU=!8FnIX0=6Bl5j?%AeuJsffi5M5^{=zT)5ee8+B-GT^ud&fY2+b(dijoD9W)t3rowO$#ZABJfwiva$MnqFM$O%bn` z-L!-WNg>%c_LERM^D)G$6(lA ze+1x%Dn%ckKRE)b%@|210CsgMhmD4<&k?^bTPd`*|99XSoM)Tc_oqs^Ggm?vbHh{d zYCI}wf}_AJq{-VlhkZjZtQESqXO%E`3@)cL``yo?h1{!Ut`#_ciAW}f!LWKNVF&MW zY6$P5l@LNA_kfyWSb5t85C>4hByURI%Rm(zfyVr$UNxn0uAq8HwD_nGkS26Mx)GDX zSkn!Ix@Sk*G~Jj2XPR9GnzD+;mq4qe4ceJ~$--#e?1arnQOC*+53o5)- zAy3=*7T6cZL=8PSdwSa%Q|SG_7-mMIJ_wMOeU&_jN)Isfd`by$3t+n~MZ zi^~klys^=2j|<;4W3;xl?P&Ky=HBD0-&d=&+9uka{4yV|!rLIZdIZ!x#_)+ims^C< z3WlwjV5LwA82;XiURh4|We&bPTNKc}U$t-#=x_<*3w*hqfqr@iP+Kiv6nUZICC{5> zHdR92&W?^fB0cavi?0k=kKm-vtia?ok_SfO&EX@s16@Iq#e<9HxDhU$C#w-Fs{CqI@+~G6#pZ z`Nuy16}-D8A0EndD%QGEfRL{)V>9KpJ4!waC_TQxLI+O=3_BAdn;%*WrVhmP1!%O( zQFtX)*Y{5$0})uwSl$xu$M@1(^OM=(w2rRI|GcaQBSGRyIT*;ZLT zwJ5&8)P`ro)P{a{2Dx})ak%(FpR6RG4!4Ls%dpm3XK*gre5LuI>4&UL4;qfgz9Ma2)paD z)MV3LtV%Jd_H%FNytrykR(<8aRGFF(oVq+vspEa=uUONK1FCD+QjcEX5-RbBjGN18 zbe~z(J{J`bd4*ZlS<%PERTb}C6^nipiBDGIt<&th5+?q-$sO&k&)J>Z5>bx!QP?%o zBxgIZUan6s(}Za%%pZUhO}i^g!BGj31jkmEue{pa?XFGAeRqh|WC`BnbKDfoPdBgj zB%3}}(&^ChpJ&(@@VvR{M136+u3lMj9=WMwgnX1bE;}h1 z<=AKD)oHZS^1F%z3WEZ3ClmHmb^)Q4u2m5HyupRn-J~&;C7Y1;Rxw6FZaLu_+VW`F z;lZ+NRFNoRABI!^!OO%#k{JT7&v&OT_XHWnIX`~McM;gm75w*RXzSB)uAzu_NBdU! zxW}^K^>Q}kSvr0E?ZkstC##yDu zBNBp6oqQvVX^wGQBfYV4Af-g=^a$9VUI$=P8MZ{~JD8b_fU%}pvbJ+?7gYjCCT>A! z0~CIYPp}CB!Ju{98WUkSMA8Pkcp%4QO+btw8bIb$+sszQOo~f0mGRVo*1Ecf6S&P0 zlFQUzw0eQ-p_0~3A-;P>1`JZ8XlcaTg(@yt+E0t}1n(BrXXJH5P1&V2+E*q{-Zhfb zOH?1jYa3~=a9J(RuDYby3wr{%AF{R+1iK5&?7I!c`}~Y-y*6v2ezL{;u9~VIaoVSt$CQxE6wd=}P8o;Z;)VQj9DS-oLSi^ZyaAW!0zx+W0&XAF zpfqmflC8H6p5x(>a(wpc(&hMNLKQiqgM*&ks4Hwm-<(zFkFu8wE*3?(9Wp2DsC3pS z+8p>nS=9LK)aB;aTe2}cYH6mO}I`E-{^LAUm)4 z?m=98aXXij`Ei9hob?C%>gOID&I<>YFZHunQ5Z*e$8KieGe}S8WKddb>mSN_;@YtK zd?Wvuf=)4bpOvW2`Z+e~`V;g)O6hp2b4kksg(AI{os=-kRiLNK;mnrsZipp;chBYM<-^Tdz;{4Z%DSR3eQCZBqRViJ$k#pz-~k3`DGwArWDCtgKe--MaKha zT?Oe6LOwmhBzj$f+B$bR#c=cXYJIVsX-<0AD<-k6NO@Co*#xvjzr*r4R?vjNWQ*QL7C;Gb%`m!RE}fwNUZ)tBfVP`1@cB9i&hjmcKa9Au`Bueufpl{+FW?Rw@rxVcHx7Bk6%} zkj>)rjV`NQD9gF5yn5}gfh2^I3F8_G8Z#5qS;mK;@%LAMby9Huq17Q24SBERys0(Z zyTOFlccTs3pJx{C6Yo##Ovh(fN*>WAORYVj;mmkWeIq(Bq(fwL+0I?la;&ciTRdrR zHiQ3HP=F)27W`T%Aa+e$dxBUKE#YhYq^zpdBVRHtfI~S3;ZRg7fEIIFS!OU~nVm`C}*MmM^E&|w<;a2x0pgKn`*nRPc1rcXm zvA)LV*wv^K({QpC3Lk5`dcQPl$&o8)aaS+8oQz z+yAKnGCd#x0&WO$i?8wxR`CUJ+<%W_zx~C#MbaGZBSboa?E}Odory#ueXvjJ9oC>O zHX@DxpMR~J8yVL9+~YHdN_m%9y3_u~h{HTH`-C%C6%&0gg8?HF_xY2X)c-p^;W}Id zni2g+H8r(F9oYJQDTn`Q1fLPOhhM;;xX|)W@jt)(`vv{~nTSx;{;x;(|Lsgf)cqTH z2|uGG;U%~1_)bm}jEY-)?7${ z09R|55YTc&=qRpg&+S2`3B`>=>oA3Q z`OOjefeV{A){38FVGELFt#pM>>m7Y7@~i0o z7v(_~3x+meV6~%{7@mD!3U14o`Iepfv!m?8Oq8mj3(->s+WAyJfbhQ;uR9gw4%C(s zcK;2x)Zi@eZieaUrIl)JZYF=Qn5Oy1(JvoR3#SPqs6npGJd8a6<8m1E)ckD%+Q>qT z1(tW?mM@6ok-r}^0wpP$D8?-L>BhqCe~kX9Z}<~>hTpp&_ z;l?BJ>v?u6n`X{B`RqYQS8m*5P?@Kd861A#xTNkB@~9vgzz--_=Q4z>>OX!w=Men_ zt`l_|UcT??@f$z(v71ctNluK} ze1Jy^WRI?@aXrqPB)5mcz#f&!rIoj8~VbfH^`otFc1Ncfv_};uUJ0 z`MapFzUO$XbR;xm(x1P=ONADpUp1gl7vv@-T(d=e+CgB; zk_QyHCT7H zf|`#>ok8?^sAx#*E4EYaB@PQ2g+W$7_FWuNcep%06O~M6*MU_6ex7>O2-m$uuCm!w zk7=5!m3R31ARgEpr<03i65L;T0)cqq=UBCwl(SSg>shMS70N)0gm^6wfn4K@^Xz*4 zukTIu199B43H`z(093((hugw1Jb)U2of1z^&xYm*cA5BYZ5#xevxe{b$x>)1<&SkE zs}(P4rf96074-i7`*2@sT3Sg_(T^EA0qj2?>@)@y75Skt#pxUTWRQ!*uuD&G?ACSd zdpuQ;4XD93$I@&pa@32OuWp^XEZP9i^8umT+&4fM)sVyvMwRTVRkz?)ghA}iep8-I zR89!ZeeB%IiWXbxH6yY=3k4dPc+C$}mUg487OEARnjS;;&M|MG*a9_4$=N$ET8E8O zKoi+zrKp1h>QD*M zh*NeHi%;zHpI;qlwN?uWzRXQGEya41IX?5>A}K{JUL}b!MQCzUF2ZWrfgyso#VF5%_8sere&-N5mWV#1B1{;;7HtK-0MU*F33%}`Wr)p%UR0Tj4~5` z%3mydJ&4NY>c3ikZELjr=1({AS?AJ35`QKCx!R8w|5O0(XlHP634$IQwgs<#%fZi9 zGrDu$xXV#J!5)u~8+EcfOSKJ?6RhD>dt1x4YFW@O4n9eO`_?T7q)dNnX_)P9EgHz8 z{G4`Y(>966$=2RLVCq}CTAl5;wsOWGL@1?ty=3=H^FYjV{~^6nG_MnRVa^tti*u>; z9aqb0N-h?$bN^foI_5qDk#cIJb=ercaqlCK_a8Y+`e-g?26mgUDV6Kw%V+jJ;(w6J zZ{_x2#wivTmu{Lh2C_Rp4XW>fpp>bjqhpf~@iSHeVUc*V1FmcESR4YpI&0r{G`J31 z+zcEU*u%^zH*qNCgHh_m4U5IGabg8Rhm9uu8isT8nmc#p!YgZ{N+hJb4F9<<_u6wf z1ipd0%%YKZr_1^l0;`3Kn+8;K!a@zJ>90-BVLhH4&K}-PV`XVM0Ra>ty7hjIh{mn8$OjSA zrGU%@iGo4YGTFn(UQ7fk1cG-_lAxE0f9OtOUNM$_csw1XccggDehKey^^~V4K*3Jc8y}m&11yVls84owqG>5A|RlB>GEZnBIt4q z%!3SG~;$<;nyYX9ZS7Xxtx zh=J47>!;PF*%65s^1_3_P~D~}?d{2P{rJp~7_ejSJkw6KCve?ICmzJ!sqG*f`=Wie zrbhR<18bqJs)fp6(E<+)1jCgdbwRD`{cQZ5$a(HVSL@yTL zGhfAGDIhdt<#|1Dg+M!{dKenG>71%*iHd?zZFeTrh`XtLN?-iLv)i#EV z;3qyi*%GoBW%57T#9$@(zi2jEktFaN%JIkIlk9# zZ08wJph~=xb?fht#9w;5v14!%0;tJAxK&F`hmX^eaVBL7DUu?Jv%uAJgW#^w80~v@ z^lx2{yAal27&`QX$NxU${^=lplpOKYP?|9}+WMFOnnLw=RgAoW1UN+TC%;hs`QZP4 zo_ffW*;%@6`^y{s<@eJoK_#BRck%zQs|7;fT_N=-{~V}<{`2IZfcAp7%N*>DRH^^t z56B0CJR@|XLTvc|xHm+W;I;Z)q448wf4h0fd=P2}I&G!%{?FfybCv-vPM-Ya@BPTn zOF>DTgW4@{ncU{z$d6xt2|RZw+MDVCfBW@c|LjTW8{xT1tqvzG{rn4mzd`wQxHuvE z8$UXj-~Sst3mP?et`gObzo#+(`LTxo6c&_Dt-5iRN2=gxt3LIN^*bDx1?Qp|xa+v!g z$JXEBvz~?NKN*k_Az(~Rg5;k6dka5*a__t{wnZKfUX51(XhqdS64Gs+WsIC(&W7** zU;J5I#C*c@c!3_Y__1vo&fpr4$Vb8g;=+j2u>gL0``3w!H`*U4H@CJT@b^xR6CTSj zh6|xvsD+FAZ;7tRHEv-kbe@?s8YFLQZCpS6Q1$S`Wih|+K~})sYnQ5j3G1)4FSs%f zUJNh86XQuh7kotZ-TNlC3w2=%bOUSJS4};yXH5kg`Mu6UI@C>c+Fw$T) z%lbM2ewC1sQTi=W(Q}dY6vu^ygcd%S99UXeE#?i-Yok|@xbGe%+tKW+s^7U2UiEOv zE9M>Rh2AP0!s+@T9gA8)uemMvkW!LRPuJKDMoe zdq)#duA}QU^51&g9B(`IdWD>&pwQ{R=SLjmhV4>H^1)L}{Mws0ZxRUukFZKf4r`99 z5CHQxB=vL(-$lKCgPV>^QQ*#_ETtD2j5drmmV9UBhd^|k|6o+0;EpA5X1hyA`K)t> zN={@}=4(RqIGk;MpakWRHJJLSoYd(x7HWgw_Nd!2W*F5rAjmCfw?fH}IgZjR61G%3+o9$S()Uo9ojL5ICy(G3wg2?JS>LJa78C(a^MNx*BPAp?vXz6VlGt(IBL8Q)#1QW>{x;T}t%kmQ2 zuH!mXqoKJqs5{Rc?@4S=50sPaN?F9$*zSs@+ezB&N7Po)ldpM5-gX@c!|S|qc<|YG zoXb}E($?D$$#08RCvJUXPu%|O%V6BIqE~z zVpUBl3g`7#M(vu%EJ2i&N;30_wZ_cDm-MfFh{s!BM2X06OdAupRSPQPR{C_{~S)bu#a$*ZL;$hoqJoAAmom# z2Hz;4STckm(Y+6%W=1hBE^ru8)_D__#H}JM?n|x_BNzW_kohHp%_|@L682xbNb~?F z*>v)|P@Nm)a+mGV_$@?jIEiqUzAWY9t^8Y>1(boh{QaV}eaPkw@(i!d+#zrruGl!1 z{b$VEO`3;e+t~htRx8^d-3Z-G{OiHnbXm^r0e}ex{iP?p`|d5ldShQi_zjuYimK=P zC^e*|Ukv2&3tiwenaC$e$EM)iR;zNbVc#EqbYl}zRahahiQ{GkGTs5g`6~IU0q;@B zQep0JOFG%rmy9k;Aa1g<(J93mQe@f}iI#(H2tA3pM;x$G>3k49v1vN%fdU+XtxA*A zANwX*5H`vtc>&(iqB$uz;XXeeG6%m!UIVxg76b;5sXWQz!P|i3i%$jp0oZ~=MW%E- zyIt3a#fA&}wvq7{;F!F=C3>uUH_{XJ2!Fq#>E@%beL4G|XQub#Pqe?|oyhq{hY`zc z62%xhxs^;i(v)TO2qD_-Sf0iVK;`({vdT@(4qM0 zM}G=Iflm9qYAEv0>hWCt4_5B1ob-ynvPO z?nZ$Hr9!vAd79Cm#erlcDx^O(pWXQR&|6;ViaGJayGLt2FyBXPET6PI^@8Nh{)RH z&B5;5xhmWn^LV6++YQFP>A0m}69N1J``D3CEWk05RAL-0vv_ch4-i)(~tYf&@XvtP0ImBa} z#qko}b@L2MgTDFk#G?QN#Z0qB9zh#x5VtwV#B>0P!$jecq{PI9fkLKwshm z=EB2(3*JH5=-bPX7WOEQ<4f^Kf95W;e0aUxDx31Pl}65d*`SW5O~G6(JI3MJ6_{}` z9rj(w#*>ljqPsX;p}K?&GJyxvLU)Nr;!W$pT^Y0mIh>~d)L7Jb*4ef>OalU1C#gvU zNQ}hA!!;j%^gP{hON+W8CfQ2bq!Ww7<{pdcw8*Vn6J^1~d_6G;6sgw3FZcA4_Kn!( zXl2#hzGTLCrunNTD~co!7?@`HVp7!Ol z2Vyf?2go(MMYr7}r=ppHq=iB@T(j_WFASM@`ssnV>U2KgKZVuLI#L$T(_6HOQ_G;S zc@$gfep8K=F3+y#Q_oNO=CqOr+m*uEWNX3i&9%;Jd3&15$;TY)QkJWSr9ELB**ct2 zB~nC^ev-hJ*sj^iqYHoWl*3ppdRP^zh&&Q>H+N&BuJdybyX8JzG9i}@YQ)#cUX30y z(HiVIgik^Fcg^rH6$E1wrpqKDLY;qX2duo2A)Tvw zV_5%bK}u=j>jodpa_cy7Rtw)x${cLNEx-~xlc{r;cQd9i%PPg$^{V-d&tjy&_Sh4r zmd>7z7**9iX`bcOR8TLr^YOYy@YrO+kdJ4%ILi#&ZC5hwPf`dl0bZKan9JB{n%|^W z`Y^${zlwXMjb!oKV2TvUY;R7~foA>JB?}E~M1}&RVkUWIRI6-dKPYoC_sunC^4mz@ zYzx=Uqql?kRO+K2ndzVPz)6FBop}gM>Trtweot6^+fV zKvgJ<_5_1W_|>=TJVk!SbgcYh$8wQyeP@AANcES1?6j7de#m0v)_J&!2+e7vLK^_X zU#t?%F?CpVLh`9T#9GhYG%w(+)XGa(Y=6v?2Cp~NR7QC$lP=S$%I>8bD`uqt<{?zK z9A_|1Nmh|_?lA7N@}!OB7=$l=w7%UZCkZY%TEwH5mA$a`6s6)9d|;jR-l;%Xh|Q9^ z@3D;YOf&WQ#mt6p2`$ughZFl(M(F)a|7e}g*0|-yYO|C(d?Q&%J6%*4(mH7ma*4>1 zV4jv(7V_k8Pjy@ml&x=Nu3-q12493@1fi>$WUaxkCk1i2GRJd~^9q@`SF|3P8+bCV z@7^@b94LxdR&?}a(JEI0jfq+6wiTZtB#tJ&{RoGZ`1e6i*e9-DzAw19z>egu;*OZ` zB|Gh``lZ$5`A`&UcS0~NTmVrQGecdJ$lXR*xQww02ENlgsa(ay{| zg``g&r@6m&N}{|bNw4pPjX?8%Y>XHxV}L-u0y$=QtRHE2ce0f;BFPP9)nOS_`@~%Z zX{U)v3d5kb z3Sjun`4KP?8{DHdCAQl`A9~t~4m*u}2RGaLnV`FpP`6LX^pBb|@ERrsAMh-{Z_Awv zR=zBHQm|KsnyI_z-sTR95`g>cJ9pYW?g`KbO7Y;%XnxrJh1UiQ|Se3j$=Yy z@VX&xqaX$`gVO6f>ZYodHvZR=J+YLpUcF+OK2fl`vfzlmD3UCp+S@}eNPUDmQ+2~( zJ^fA=(_S8JN{QZqqnxX(5ni|BJ?FO2;0h%L*R2=6zWCzzVO}xSDD-lPb?=I}vUw$3 zr#p;yIE*sg-_6Vzg{95j7lkm}zFaM&P%8MV6Gr>Ww8@&rN`=uK7ASf*Js2!(+;2&k zRLWb5iY@2q)|^klUK+_7PmenE%d1=8*i&+?r=pVA#L!+u&(zB0^vN5}-0)7Qn1zT5 zT2qh-4fA_Bk>hw$8;Un?@yfKdC64UYZKX=CFYisfkNAvF_^i?AcPxSk4TChfb#$4l8&0O!o*$R2mW4ROGtPE_K1mj&>+6Nuv4!rHIA^KHHY{9t z;=EFK)}~3645|-!SiNaYvGSeH_dim{c$IaAhMG~;2g)I@TeHQA+TGbx9AFNV)goodk_)abZdL^8JwU>R-(|E0fyy!&y7d&FjfC2epX9}p$+uY z#M|=ny>DOZQvl*N5Gew8%Cu=@t60LBHKd@My5mpI4?{!TcUIqgUB|LaddFA(ENzFs z{Etu-I6UbSFi1;E$9))AnXQ$CqJ)c1(Q{&G#~f4Yv9{FG(q9DM!?iWH5n!hh31i&u zbU7|p(E$sg5{o-w<9Biqcdpg*?bIcwZ{m~%ZyP0=hWQ)2_LsE7oc_G|U_JDgwgCXM zPvF{B9Zx?Ew=D+pc&^#OqAV?He*R&zc@rJKEJMJ&RS);q)e7D9gKsXw}n=uJ`B8=8qB?Mg0^wW9^Cth{vhHr zhM`*=#+~mmC6Ax@>u$`uf;>zip^5DcL-7x3hXDa*1XfdW<*FnSlCz`o`B`Btaqjq&jO%5rP_JnF*wZV;NuH=qgyX&Vq$`;kK1ZuSok9B{n19i#3xb- z3nBeinZ>cO1mn~>a^@1Gqsj`{1F2N6v2ws${XZ}_OkcM?N4ILo*+)ukB&>7-j0uG2 z(&CN9EX?kl$j|wi1>l){(uiLF=?7SZgRdu?_nNygZ+3~3di=h2e*B7BL1Z;X#>6lm zCnVS%8+4KqUH7zQ7C!q5B<8fi){ZVgNJZOQ`A;p>^d1#YmwseIf>Q!^TY8NGB#DOG>eKf{np1^!KPQbN21XR=obJa zA;E~p8hZ_c5|DeN!1HAJ6xg83MooSB0Toq+74`kcexA&&f$NTmBI7t7Q^e!H(YBc7 zZhhXh#~q$zfX?vy+npfB8Hm07D#+}WT-sQgZf<)_+35|Ta`DZ^*aW}&KjkoLwe$Sn zCF2ruB?s=-cvr4p-#ptoe)jK%>IRwnGc}+G)kJittfO-1X5N`KE`8n5q3~gezWCeM zRC@)_?tnGihnO+;zVeNq<9U3v#$Ge0myH~J@O$UdcnM8?f$KTOudj5>8hJX*>1>D? z1DgEjK0bjUQt-i+6c!2>%cf-A{P8U1FJdHAe5UBkJ&<~=iyPGk z*+OC34jC||LJS6I(E%>U$@s3mzFsPXL0Rwpvs3xjvz>txB3eIwKMo7}*4H??A(?&l z(j~#1U)PjKBE+sS~}q|MB?lyujpL{ys-vAd`K#8Po%pkdx!25X~FLIc>nW86I`nSdx)GF{W zwW^)UjL?+2K-O^uiLd3qsnxTBM0WtJq6JnYTEu;G;;*Zy@$qp@ef^)`&9*q@+MM|F zeVy_g$24&O2CXumiuZDBAN9Ny%NfuA_eS8SS_$+#e_cl?A8FXx6-fcO(Q*1F;{H~S zxf&)GB;ITf5C5w}BoL^856*u-Soizq8jMfTM)Zl5zHm`L5VB(M68|`S`_d~fFLB?p z@w48)J}Y3%#}K=eX&>Yr+$eFdDmLm6vM8UWwQ2=O)F^i6=a%zhGYaDm;d zhV;hA8@jjhTM5F}>yv0oQu|!Z=|@Brew+3bEQy}yr~3(De!yQyk))Ce0+Y#}vYS6Q z$1w``Xxe*$*RD%9d4~nfd@UwVI7MYiy&A4JrMH_V6#RRoV0RPtt@ieId0aw4`^Mnl zvn5$+_?L|{q!WnMmQf(!0$5rxm7>g*L}qZj?2u{`TtPsqyS=n4)sG zA-3P@>ubnMDd9)5b%II&+qZ}l7X9r{|LkJnprl8Kov`RN6zSn?_5KvBfb%hDIw2mO z1z!rd#oUH{z5fs~?t#o#VZ_8Nh?FZ~W3u2%2GRReG!PSI&a%dhr67^&>{J?jUV8;8 z$#((xlQc8SzR2&Ogy4$Mx}?s0j&Gd>wx12gLX?3ikcNv(wQy@1NQlYkmwmr{EZZVu zV{ek!7N=__rmjd$Je6Ra+?;i7SfFv0P!}!NnG;TcKMa7=K-oZG?3vPK)%m`>Fi`e1 z0WUCY(F?#=3-|f+&272~#+69cRA;rbqbW%nkjFx`Sypay8>ZdqR7l+K3sO!=#6_rL zM*&DOhgrY;TwfmRu4s|--eYJ$eeYPgir%_~sDNnL*g8ds2Y%t~QQz>KD$QOx9jTHG z9p9i!v+eBkr}bTsIjdHA&;P`1wMhAOGo{LqL=Jch@i^|y(M%B_Gj}Ro#vcgC7qK)u z%DnYnYP5-ea*C%<^5u+)h$hu*Lg;N;ECF1-ug_ck2W%U9BnT$Jc5-;*TmIf2?{njq4_1o<@ z%4GRRU$7q4>ISPi+i*glI+!gS|ulj%Ty%K1!kGBV~1*Uhe)cdW$( zZCVZkKhu~rjg0(Yx{-6)f~*T{#*3zTGu^E&9Hn8l}(D>ugY?F`jwp~vcRCB=A6uw6s{nh zl6@xrNRG#hf{2zAT?g0c{`_#+e*fGh*0|UpDmn8QYIcnpO}!CRbG$E$>1#`vn?t*8 z)N@-b1_{S!({BpqGYv3uTL!S``n>-w5fQZkBzGxMal_apCQ`11Q{0G#tOJ^N%`-Sf zo3jN|Q6PVh7;Jmw3iEIDcGqVOBvJJTh+HUwTz=k+hM*i$a_SM>=J`pTw&v!-lM&PK zE*iCLhxG?%?NG-ekHAVK;`lZcSfPs!AdrzxV|PyI>p;t*)v^-lGw4XZ*^waZ?E@Oz zps5&6Q}C7%jcVR0gyj@`G3c+$%*xm^Bn?w0m8Il11qZ7I9}9&KD(xu;lK;NRx2#81Ok< zS6t1}s!*YojW)t~I#{9T&-;) z#Y6upZ3i|inZ&lMU*>exw9pNlTR!M-hfSGP&UpCxza2@P82 zO=$uPle-E}{16r8Iiyt5bUoNetP*wIou%uVS4R@f>D>WY zYg>s`yqrj`Kc8F-kFvwol6f&}=@>@A=JS&!2o-8SQ#M$jc+9UHXB|l;#3-D?9125- zCXSU-h|$9(JmR8Gx+!Vyn+m8>4<=U&{!kc@BVE}=-?CXBNGN} ze9TYPXm-?QX>UQ!dd%v2KZ z$}EQ$nwC9QlarDP0>ZG*Y4C1~@|SRbFr)r+3i>FH|7Cpa#2>hA;GQ*e>dt_a_g+%(T@N5oUEI=En>)R9v+mwm0}()G!8OS zHJ@*}DahP`mcEAhj%WG<5Gf41vyIRXx6rW`w&pw+V7rJu_(oT(prIhvFa@~o2pKY$ zC5Bm#_Ew2wNe<@q$yQM&Y54#Of3m*XrK^(t;aXglxhb^;V1goIGe8d!&cJtW>`@LL zUz-pwXB^CzZhgn%q0TGad72IU_U!QN+y#v%(L7)B1PbRjU~Ul|Vk#;f+$3hslkR_=U1$eeMR#s`C?e&ir!63K6s2jF5PFWL2)x z1Dg6TtG(6lVsmO=V_Vv!JKZyeIrUy-Q-5LH{9fxmj_XZcGbqJ#;mMliN^C7j8199W ziV_nQ<7M}6(+n8bsV`qFb@TXFUDv*vyM~9_-d<>ojeB*9S5HaD!L=OiKA0i4Z{8Je zabI1E_1ClAtwAsF$b2MMr-9F-G`?v{bUSF%r~7VV)=0EN^Bkw~WC`h9BaTwlCgNN` z53hBKIIaxI3s?whVXH2)b|lyz6rTHk<;p9useVfP-<+_ZhU+5K7Zu&9DcBOUoN1GLf$h=02Z@Dv4WZ zdz$Mt9&LRqo3<*}YDIBNqi!xnms#b+NA9bcYmO%Bzy@99v2HNqb&-&f34vBa93=3! z9P{8`qRz;Q=~q7?6Xf=F@Cx%(b(ZEvrO3~Jma^d9 zk~UUgc3r-t6WUgUoMCd93}PyQ^^qfVHE}y$PM!Bso6YyinU;1VD*HA$XHWNy1WAR2 zSN1Y2mphcVM$Lv>yT>6TFcwH5R_-g6f3eMt@>Z_QHIs66nL}hmL|;KF`T{^sYV)^L z&HC;w^4O+_KrAOeGQu%CY}1fzJXeB*$?~M73-qw7HAe?+7fW~oB1no^uU)%lpx8E0 z$s-- zG5p>FPw;S0Qu+>~jm_g2#x*D*5*Z`r9jK8W2bb?LjKN;-kG}CJ@dO#qda#B`%TWf2 z9a4zpb-^4ZF$(})**_mZt4~bkm-kkd5g|A_p{Hc$N@wwd>I{S#prH^>26Tir>g&aL zaD}88`74m+=kc=_MFR`|k%^rD;TX!wk6cbdqOlLZN8L$cdbL}577z>5TtWL)y@DIT zzz~()>T!U6%pkTCnWT2AvV1I%*r{l)l^x?PJ<`0lIwuS_ZJasjyw;)oh4A8yfO^^K z(SD04MkP8z@~d~-{VzzaEfZz->#Hqs}_K{Bw?-vA``Rz)Z6Hhqm(LrevKga0p8otz`(#} z&t~`T+$6PnJ@X|4?%)Xe$xBTV2Mg*7g5|Q5%5RiYZ^6GE8CqCgOsdwu=#{z8yXl` zvhF+0Z)nf#JM!3)0q?WBcJm(sXIHFYO+jjIITi+$#Bvq?)!IJd4`T+eY-W!dR;pz` zmFJkr;OFd#2j*|HNd7ak*s*9H43+7#V7(QN?OJ~zoKq9p0W*@mO&qPkP)})A^@9st z+{SKd-YfG*Tm<>$>Q|d~E^1#UlE%>1!W!}DV3`J-j&1mD4mW*aRI!UB>_{FuF~W7~ z3C%k<@~Y?ppe15mj%2XfbY&PQcJ<59ExW!df54lpZEapZZ1yYWinN;Y_c1x{&PcSk zcRihbXs3m%O@WmHYSM@=E9K#@HpOjZ5l7QN3cpfJ5X(YxmDt7?V+N-53^IajtR%iF zmYq{L*ywSXC}PoRj77+InYkDT7?&3kR=T-7`ar-Pp&n+E03L=UtGK%lPi$Y0ZjcCz z>KnbBrO;cJJs(%E+Qe!4ASk0HF38~8ORcGUbibg1Kfd&{Eb+o^wu^%_h=>y${t5SO}SuV z;cS^>SJLY3EaTJXNsSk$ew&c+eaHEHHXSVPPBn+S5oA~seVxp5_x*{a*zu|}h zswk3Y7NgZwvx^zNr)Ql;kU4`eja3Fw-*vHbET69wLXLuMXhqgMkWo~LLC3e2M@O?g zr#^{>ZkirBSZ7T1AC^U(BRhyeORu;y@n^_gt(RNtH*V8jCK9oJfNwr96V3Tz*x0;5 zVkPWRu3*RJ6M<4)+oUg-8Hw9EK_T#2TGj~}nRwSI_C@7NWbI+IFu9hg&c~bnt3m&L zO7N)MQN$|}Xx6Z`Sq|ujJ(pdofS4l3A+WMoMO?k-aZqG|j5L7_mKj)Zqu7JWl~~k3 zI~%zc({-kg|C%m;SDaAFe@A8^qPP;gZK+i}ZyrcD*SswRnBw#L`U!meAn1Vhd8FBidTk65)w5AG&i!U|Wd+LPW zMI04SUi=$#{|&yz3BG}lW=Igv%~BAVF20o;{sx-9!AEeS=#BQiL=@P4a1Ead;z&l$ z*p(i}oF*exp1^vL#VKtf(nHVo=d_By&qR7$H(nca9h>_emQ~W#U4cPK9V{b4b6N*c_~z+$B{lCy zO3N{5s1zP;2<)EB7yKF!Oz0oNo*3DX62cl#-ceMkL8xHHBuk;}-rNR{!w^U{C3q*SEqLoCzCd<4imp=M|A;tNiNEgKQbS9EqH zi7mcuV^Gcv*X<23bEGBYDy)RcqY;*nS!*`n?MAGMTAC8739b;hjs)>FTJ<2Rd?eLr z2g&cRA!<&?P zeC*$B4|yLi+{0HwGnGQHxtpI>pD)%MCg1mQZ5A^2c~?~!KDNNnRv0y2fXDtS<(*Vhj@ z7U$yxx-R>T_(Cva$4CS95ss&~x39~?M2S&h5bu`}s%P4;f+>v#>Lgd+7C6gu41P6Y`<1<{?hrqMf8eSRs337L z%+A7+OMOidXd3!S43`V_Nmf=4jN2Jo@=ttP9!mDFveNPd1l zd8zozH)>1|t+D4Z6?ge(X<_^q5U8BlJ|n7Kes|`vt;R|uoE`3jQxfzeVbDcx2fxow zxCa9rLZS41wmAqpYKod?1{8vp&|XbxU};b9b}PyEIh)oLp%iWscYTP-&(GH+w*b{@ zcdpjZjmemx;y(EXFLRPF;dOuwP&26oUJWCuI>PSl!vVQRuqLw^V$GuL&0{K zB{6%2d*W{9Ei>-9$4_(*`RJ*RMOMVby-1^r?-H8X!djL}o1SSLSmU4Ri7>gqP(!`w zxt`}>NlGl&M75lOAHDQ0BTbvlFw-rm=IeEyzgK*|+vu_Q?^K75>+oMa*=lRS$KsEl zym-}>awbs zJKBW|x`CZbH39g4Yk{>@mubWUydA4UAQoRBpDn? zI$Hcxp@Vm$Vg^?E&KQBB@+*2k1QxX^uy`0f*gkx-sM)}&2N1{$3kG~Uh4L2=#ll7mGiJ%NxJ z*1LY#?W>%tsRl|<#zA4FY1|kX+5Qr2NXtIj@k`uZe2V&(kmCpm zN71t*6Ow2e@AqDkYJ`!YS_RqELn?P^iTzR5)`dIvG11YQd{_!T-9;}cSE+kW;^Q`q zZtxikOEhIwnQu%N{;;GRUC(zI!=9^(S1ooud?3#Ni;<`Su?U#B$y1~Stsjp*r0mu4 zv`)B8w!0LKee$9aMm&_pg%q7*>8;Bdb(2~&rZw2}ibjey8KMe2|~ zwwdLF-8FQpyjQWEUfDG?7#rF|X#6QdO$c|5lE=sVKx9`XOxoP7w?WIvda>H5OuKu zCohk^LV1|qes}n7>0oJVG_of}(=J@BkM3X18pM^HHAPeM=GZmCQH9Wrmm>f~YcY^> zTfSca6Gg&7sZA^7jxFw8hWw(R@iJrhA$p6YKB8g)pU8FAPtdr864JiZM;^oJ%XA~Q`-b)3>dgV;^{(tjuqnU z+7mDpp4Qt3+fef-kVmLj*#FSBQ_^E~R`dkaeJyWzezKVG?B&CQ4e;tqDzI2kN)+pI zE8nr%6t920SdrG+2r*huU`E5w)rFZ| zTjTo0?u`#m+{F9mXIe}a05PZp(&%biyA`vfqX`64iDMIzGXejaa|i!?j0vapwUq5` zJGFA_jLMB(4SSXXsP`hk^A9|%1b{M&_2rKj8NiJY2B|8IK(OeK=3M|ES|DguGF0u0{XA-g$CMz_4+*x=LSkjkdEuXa_BqTNycDB%jtIHWN4rz88NDvbPcB zzHtu*Twq&&bvf8jRcr$qwL+^6p<|-iK`&6!Mg@^Mb}VB-H3l5p_J|jAaAx9Qa9&}0 z;4}CptDcsZ=dq|HyUQIs?R#DbX>TTiOS4Z|Jd*VVc4v~lr_Vx4CJR!%L-F;!rc-g~ z>lq|djU;??aGw{6=7Kp)6CkcV>s-)@6#@MUYeCLN7x7n4iXZi-yTawW^XQ}sR8x9Z zXVl_zxh==^*m>UT^~&HCZcFhB2SDQ*GP=vC!I z-TL$9pBXteh1niG$%nHs%1XV&f{e&K{xnpRh^EeD?1G7-!{wu7I7MlnA(K6jQRvBl2^i2r{+e1Y0WW3;@#V{Qe>4pM8PVx zH>wkW&NvzzW_!paRv^2bAi6}n17nIOX0J|;sJ(ra1-%`cNjLqQ)ERs~l@2^i3^_y` z#u*+CBhGeZ_CW+66&r)asc|d_AxPmQ*FbCoq_3T(A`J1GmU<5X{fvrDh6vOU?tKkNY2$jFuo`)-$~AoI>FDOHs`9XSrYLa^MibZs@1hrVFiU zU`$NRv^w-UiF-CTs;oM%?5>9ktgE+5{6CDnbyQW`_dW~=28g1Rf*=OcpdcVfiWqcv ziP9x4?ZE&+KuM)R^3dI2Axd{Q(j2<;om;QM{oLPojQ5W_267e7-h1t}=6vQ8%P&A|=2t^Z`Py~F zc&ahxS&tnIsmp(qSdUBneslIWlV4wXI!6@tlWq4ZT^1FSddZiw<8g6`)ZiuP3aY_D z^MMz#1tON%)T9~LJYjzpheQ}vnaNO-^lK3@xz;VvsLXUUW5wF}XD1BhoX<4dh5)v) zchtysdG6$UAv9}yT*pnz&s!}=Coa~j&4TJHFtHbiQ(=)YATi{UUozT4NbzR@)IBSj zqEs)eRra)m+5vwA4<}v-p><-4sVON_HCy>;_INS#;=zqHPH9P^{^^l(T zuNHqCeF01h(Hhds6qK0CA8z;M9Gz# z6^FH*Fq~)ko@5&O$!LCe0A7Rxdg#^NNMZ++5ChRX#C(+@v#m}jgy*=T>JOps3$D=o zS2eeVGcC7T62a3EY%MZ{U9d!c_l~BU$TJ6C(SC@Fs=HMw8k8dZ5&GCLt@nuB4|y<1 zuz3rC0=a6tsE@77>ADa1YYNwgz3cKxpIv1$)drXLo6t{ju|*t;M#u$SZZMuw>+;5^ z9*X|OryqhL~7ZDuZ6&-tDFaq@G)^B|`udKBx zYrl7nJRZij`1wD)Fd#mHVX;GN_3QA`rH76-*?#QYK!jd4ZmpSqJP-XniCQz@+?SET zw(7cy$FrM>h(Gw1q-1Qxy2MF;an@@MzSxb(o(!18Pj>>=tJ5gxl-RC3HfHZGSHYH< z)-Z9iKtpI=94ig<+|{{;J)=M= zK0fe{1aqjc*Vg}V*5f~gbN#RV!XPJ#SJskRGsVsZ&u@`jSs#;@oP`}>BCq^{&6Iw- zJI_Qi4@hAaWAm+8(IX-rY-EWOyIYB41$TjjoBU1MZ)H*LhfT`ZBeca|WWctD}Oh$pp7%SP1bw0z}`H~B*; z6Z%rAv_xx*azG1_+9rgv6Q=*5JLLjJ`3SpTUJFG8I_rp!;)K{#@l@$y{F>lrhltt%F;+P<3g8Iu-~thU}0a1ux(&u_Y>qW zG!-IWM`Af@OGDaABkFCl-Q6hMCLn5TX^1ZagsBE@X(C;mSZI{A&)tdbC}<>3V~mms zZkjY}#qefKfVKDott}3$Df7Eo@+(&fe-a?O2T;;%0dNXy|*s^znU|hGN zmfLJgy#g|!Kl>|x>)x$fx5}psHH75>fd2_P(^~t|XetUB!ehryMI2E`9Bok?$|#xT z4bU7R;VpIk;ZLj2SOGI~S;PSVfzV( zY4iY9=NA-5pNC^s-4=LKeSoH6W?k6zMyaaR&w-()l@Cm>R=4@s%2i*@H>rF^*e$#y zyU>i1o4ATsRjV&Ku>!$JB1;*3gQ~vxhlU#SY8sss!^j#F24nzRVq&{wps>C2#zqmZ{D`rh{ZhKK=*l`Cf?2^v7z5aY|6E!F4olFAD;kwy#f%I-8L`Z z&i)0)AbeyD4h`hz8b!n|EgUYa2f9ezD*~cx}V|Y6Zhc# zlLo01(Y-L&_s^+kd{W>1BY;la*|`*X3djqdQm zEn?_%T{yDJyVw9AK#G{J-@bKcq+>S%R3(OBcnHV+n5S`wO@v`*A8GvzIl;USIQ}yj zQee3$X$sQjxHm)c1xMfBj%rl1Mn0fsHnJY(Z?-QHQB#`>^tCnHP8?tREVw2to;NEB zMpF|W2G9~KB*_Sa9#dinnN}W3QNU!y3TB+7;(de}?mCIXY211>e#&F3mq4%=%j4pT z7VwP&lXK5Wcsa=*^q3mX=V@CM`#qRU?0ys#o_Ou3&)p;g09)e#a~EJpjME_T^S4S& zG5|$k*^vpTW6a&7c(XEBXZgUjU@1@ZSva|-&07Zz+crh3euwcNkS(hRbs-XHIabqf z;(zKA_+vB;_6|*7oACnP=*iWcC%9Ww2`-WNPh3tkR(g|%@gAq-s@0osDRM79-2gM8-=Q|_1+m&b1b1{@ zgNDZ_&$M?h=27@P|L+s%(^~myfv?i0m#i4}OQ?@dzluiO%Jy@S?dPIr71}~Caq#kX zN6bLn&)-7pVUMzn+bgST%+r}t)KmkmW{)dq6eBq7NqcY|ww^ucTiNW^sa}9M1wab^aNg6o! zx4ly4L16y0V~{FA5y_@7g#qgKDOWhM*unlIKw8L%Rt6`i;yb-jlFDSWHh#dj0lH@v?Bal-Oz!5bV)Fm zzKG|)$}*qSe}AhtYW2qlf&*j7k0!|V7}vcdq`U(3umHeuyO=`#{VyV|@Te0~OlvI^K4A zHT7qXJ#4{Ad!VWsyhX#DUFuziH;2D=)$Nn=@V?2~(+phLtlRLXHKMz}$e%xWe&A?E z-*Udov%E%buAJjM>U+>4_vuqNTxWLNenH6?g#*t(N;=xO40W1}db(Y-TFH==l+oUb z>0pG~Hr-$gb#(FO7TlW4oScdPD0`VAWdOuzT@f9-1R3jp+oEzJPfxFaD^!tzD;0jM z%Zo8Fvdy_I)~8S3a&x~Gv+tXQ3uaR|(G<(hFfgjUb#E3|fW-rn`-jrnJ>aK+d=|=>a<6 z{d)!orNw`amOZk6yMHOtG;+e_i+A59F)4V^3_`S7B14 z3Rr(~ADFY;n{RPid&RW>mi)c_@TosC9DR~^#1N4DKo)f+2ra(t^z@)+i+&R4K7*UM z*ye**uaZnnyp*?22HH?e{q@;G1e%~~sf4=wmjP|Q#Q-bJ!q`q7RX7-~co#JjF0nB( zH#ufG^VNJS2Ay@xN`FT^UUUU})#V`OmjARv@H6DO=16)2nncmbl4!U8#Eupceg7`@ z);@&r?M4_idDUQ|KL49isj;+jNdavqzn^1c#W%t<_y0cX3i5=LWIrI%*rX5G2+7%k zY3C%g{op$)4F!mtVM^YbVU&Oie%-$eV~k5TqU zqqC9X!#C2?Un}=lg%oUsB7@Qyyy5$t)TdAPa8D$fFC@*2Fo0vs#PET=wU8&B z?or^P+N{SAD84cqv(sYV-?7&3Mym*BLm=JTpFbb%_e{>@HThXE`;$Ghu=7y5y z7n|uL@%Z*gAN-B6JSu^(UI1?Z7T!I?of$+qv1KBNb;M;vHHVzg;HHZlBslUOYWoX6 zkP!v0&}K{}+S5v54d#4Gv7gWG{3Ij$rRku<_8|o>$+dwG@`+MbkbhPK9>t>&QR5FN zHE+ZZaW{PM5&IEUDbIzI$c!upwE)l{J3yQN6Cu9C1iLV`7y40zxG{DO(1Q2iY67Kb zVQtMpwu6`WU}?h0WtNf5)SL67DA85J$0aN>yty#y{M~M7=)i%3C?IcfxPZn3F@OFJ zvJP56pPgeIcqY_Q@OBfwiR5$0hN)L?!3#@UTxXiW0IUfFrKSvQ=jP+nfb&SNTzHwV zUaVNg|1cj12gfKlUj=~><_0i@PN1I2RYP=X}yBC*Xm9?d5>l z%NyskE%j&l*ZQsd?N9p~L|RKZXGfII-I&gwJ+$Re`9!@8qs+9tlZc_BqIa|Px(_U&l}MK?K^d$_x^&5XUMy5h2Y44Zo8h#75(3{@owih=IX zPylCqai>7#G4Ne`bdrDhjSDbDR~y`RTj1fHm)8`t!42$P1x1`1ECd^hkBX;~qJ_R5 zibgPzK2Ut6s{$dR6d6Hu7g$)hZS@RjC?$3DfAHn41_NtTq@9qA;BC`;+W+_qVS5@S z@eijveESRd_FWoQ)_TW0z9tt=i>B6)Q^j@u!!2e@33W|IM9PQ_Vl|OW=2GwrZ_Edu zFt0X^pa?TT^B!}yG_{8#j&?cbD^p}W=P~4UVcZ2ft37On93x01v{F_Pc&l+Mm=O)&o{7o;6dfLy}`{MTCRB`(=nKTjHw9OZXg)o@B|C~s$^ zrTv<7r$7zbun5=9NmeXgmra|R>gw#))>d5~H6YX0MF|dEAI^odydB(TrU8d&l&Ay) z%3@hGoKT#SHHnW>fe6uwNSV^D8O3ekL$)VK0;rf715DPs2v~|OX)j_2)0Ii+Hei$^ zVQq-^Q6m=JAy5j$z6p%6rS6^*dy5d}gj4w_QIm{R?TY@DGLS2vO3Yv&WPUq+m=&x! z9&eS|nWP1SH%S+~a~K%oTG`sNxNI0WrmNYiUUJW5IA znJqLwmydtl82A~phI%Mt6(?0u+du~N=SRhQMp=;9_^;CxHH@Qe-Y;i7-;z?s!`(ow zw&}5!t;T13J6Q~*Wm}6BWsnSWbL`zijrj#gVapU}E&3|OzoHN#*_~q`9R{KD%6SvA zuhgm;+j?VR;#v>^bnbkZ7ZqJtMU%|(}wY_THwl zJqDyFUlIN~Ofs_&PB{Mwup}WVJ?5E4cmZIP$WAMBA{Yxp@av}> zH>)A&6Fu)KR7)_ku^@~WntI=|Od1EKDCCRpmqn(7l(j6QxSl%`ksjEtf7j<9`_)PW z9=&LAR*hA6K{dX-e~R$PbLXAMOj412T~x8B;$ZG&-@ti3-rYt$-_-KcS5Ti73nh#Z z?0_*`pN&&uxRsapHQX!uM%d@^E(G20hS<>pq81?9Op`rko#O$oJJ}Ev+JsRi>1kql zuFe~rmmtY602r&@7wCN*SMXR!YfCZtJu`@$`r-zRwKUw{Wi#LPq0n>NU5ZNk$es5I zzBo^w%RdqQtk=O0Ox$80GA`c6$REGk!MofjVg|iAD_4%rCmizcitPq~zWbcH_SvVm z42F4qCKkfzKx6;=8mBJ#rt#pM+If{|@fu8fxx+P+2V%(P2Dmc8(X4F~#e#x&Bv}<$e@wE-$z4u*mDX~Z#tn4(IMXaHv zvlkZCb8-|#sjkR=lFk!l8gLSQAC1_MPxl~J+iFg24ijA1Lv;&bBdzf>qgg4T$_ zT8e?qh_)T)qOQ4eo|Se?Zs7)HTECNc>W>Kv=8cZVoV3_J@^mOMIkjoNgwURm`Z4d* z|2imk<{qKs+8#1!5l?Tpk`5&$*eq~(;8cMf`m#C2%b0RhIw$>)M#SQM*E+EQ3?ZQ8nGhz;;s2BvVDcEa7DRmNfXWdts`x$$YCskE5nw4W_H` zxtb|5%0^2?ONwQ))P6s{;cljDIFU^@-=wV5)M#5t9JufVDvjbw?^52-C3$VFCL3q` zb_Qa30zww8(oW2xySEnqoUHJ-k8*FVjj5YH#=h`XAUP)~EzOp%F04jMXwgCBz+!$K zC|(7UUwRHbEAD<982FR@TAOr6`psyZJusIFV-TWLxjr`q3~`nHd}rFWu>kKN|O zLbuK$8e?Q`7n-X~yb$TU_`|6XYLoK`uWS%Mfdc8JN5J59_H#7-+pNQ3j>a7>c%<5` zUh*u;Y4?6%38{GrTNmR_d{O>}t9G!g?$;xVii-9{5U15jg!)3kjn9MC&B)VL+?GPg z!LNLHn6pDeK9wJ4b{u=8t=^dJIf6G`S&whYGz&w18y@BV98H zgh-HPxqfm2Nl67Sb%x!Q47V=u|CkvYnJ0p~GJOSab??F;X5`d?b&NiJZ^t#Qa`Yuv z;B`xp1lookQ=ToZH1wDy6+Cj9q>n{rYF*PN?Onb^FY~p#V$2#-E28Pr-F?)k$^c}2 zpg9R;zNPnhOm9&ONotFs9IcMgME+Px>-PKIl*l8Iz24I678&1p${sB5juUV`nP`)L zndrrSOPulj`;r{zvSQk{rGaz?TrtM4I%570oFqv+pI|B6+eCfHT>@rjHNSD#nq+}~ z9Yq;4qZo(V@GH9NbBx+HSkebJsHDrNue332Ka;OqX6=*0%JrYcON2<~Mm&lwcLTqb z3FDADO`Wdz+9Qr?HDh*S-eWOQH}04i$57)5HryCF?gUPQERW;uEoQ|Cubs?O_{Jkr zmOtenGRAq*@V@9-G~;epR{!G-f1E_M9}(aJQ9jVcNHFyD(1}cVRqOjf(6N?8V&*d0 z;said#TMpxV$ysIU#pFA#t&FX(=ek7XXeQcA1iQG@rhwaxIiyI3YRPP4NUaa%&KPB zy7rZS=zQxFa2kVN#mwX?m5fI+=jVi$HGaOMhNmgY^x?>1LHiA*LTyk+^=LPri#AUj z*kc?CcTGGwnOs1h%dTAY`fSeKitC@-)defnb?(!((`y6)a8`78Z|_HJ?o+f|Uv{KZ zSL_gOPz^8L)~O^hlo-KNG;wH+E*O=}rZC>D%sX&X>HUO+16ngrFd3fH+R2oX(nFSm z1d7^dWyV&U$mYF8(sF6U+2GNdr=}sHx-L_R>bh?#%|G+GNGNoWIEIeMf0AVRI8!li z1>S<<*^76gr)=rt+3U|%+wM$<+ce*AFR;)K0}~u|*cctKV)rMAR}bUo^|!q0N!HbxVGWAN&~#ekYnDE_ce zO8HHVgR6Uy;L%)1?UZvFx|X<5?}Bs61--ed?I=B6Sx7xbYeavrz_WE}`x?8!McUai zTmwwqGMAl|js(#lBq|c7pAJp#weTyfQN=RH;bzBZbX54VGb0TeOdM_fLY3yP_>8)G$9ESutN|OOv z%Wq3jE)hyo^4f#izL#-rDAIfL=xvdwv`imj>JPw}x^gs$((*MJg^Jqz4c(|<+j}NV zhH4y#j_cvbz;zIL#y-V)(H|ax|J-;+#yXxacu+WFnhrF!IVXfBcB@0qqrA!5peon$61ebE%*<=+_ z`ZRQpl*KTO27DALCA{y{z2~5lOB~}ns!%KxZXqSLhHY1<+|1n%W4zu6n`3-Xg!Eab zVO8jSa(^s6K4l_&*`+NGVT}`TVn7kt2lVU$waD}$kgC7glTE7TY7aJ<)G~bHE)enI z_FW+nLolitV@(etEh29!I$4aiXG5AJ9v+@1lY1-`Rsg)$QjUEs^PCM6b}Kcs?Sby+ zPQit|nW+UzjRMRM22nXAS3G1*RNkQ z7E**9y%OzqetGV>SZY5(nKW8HIlaQk(OUXWi<%wckiA8f4J8JdsqNb19_6#+#|sG2 z84tFhvCYZN&DH&~Eq*hE?4_KH9BME@lF8z^yYA8ITWtf`B)DjAp(2luAYN~SEKBST z>77FpctVKzpuD4e5v0#GKM-sXA)AwZ>4F? zIs!|Vc`fUlr%*0#H5HbR(z7Dg19)W+i%cU;WxjTM&v3){{4vUr)W>&yN4f81OR^BB zW}c|HrJOG~{x?eCB7@BAKtD2LD}kk@slMG(%Q^5|36Dv7K~UPkcl^wsOMsLAB15#0 zp~jk$`5EVO3)22u370%CvyJ~nBhj~`d$DEe?#5?)luLY>ex1BiTI&GpxetIo6`CQ) z#CM(3`uRQ$>8ViD(qHYxA0;!pVbn@TF_ zA&>5}5VIsYUCMc~$0>EmLA3ra164r~_4)Iyp8TP^J*B#lqmRt;f3}VVhxa!$Q>>=C zM#NP9frf-w$ms2{mb(n1@<27i5o^OcKxN;1s>#|ad+*p+Ol{V3$e8LB+jQTz&wI1R z6Hc`zsvY^-oi&TA?M(Q8?z>D0o}KyohXk(0^>$`q1xIdw2=-9xI7FQl$jh?YS#|jD zT|{*f>l}5S=?f4ulI=~`FtHhEU|pZY6WC!3Eadt^!GEL9f6RP!pw{}&zld%>Hq*)1 zqAwvpYd9}|M!ntDjN=Mn&P=UsUj54xfA4RbY;^D0XebtPfaHaTS^E5f00VRn>n+4V z)@`FkI~8~=?fGWv1&@&&Q?pO*cwAtHqz-lqd4^4&wcK`Wr-4h-xRjMOj5C>0&yB~U zC`K_s9inYW7`ai$#qXR+nh?B|CcE&>>hIOih~eOE@Nlhd)uhn~=CqPMGDy#VA?TOy za->4RnBVRI4xt_0E1M1oLc=nt3jAI}VDA<5ID^MIl2XP3@y9B8uoo3|AT-53fHGFs zNBnvaRT;u(%5p6Ad@Zz{AR)f-AdO)uCvGs&K7O5wCwQ~YxP~vgtl-t%{kwJ4RAnJX zZ%*y3oLfQaPP3g^gvAPl-N|Hup#2jt_L9sjq*~M|j*SDA1~Ze>kY52-B(#dwJplm$ zX0`9GaRH{sWts6DrZrX#k|gi-2U!4Wb25*2<>KWxp`jEp z9G0P8M<)axvoT&g^Zwz79cvEuvZS*HLt0?<)W6*G7<&CjC8#i|c zmxb@_=UYD(9F*veXZ5x|=^-2C@@VQc)>f>zPDVn~3B?rJMH_8$B+#fcTKG`MHh_h* zq9hh^_H2O7n{RTzI8B9u*(I3^(Z@2+dj9!zwA0&n?+lAi1~Q)ZlqQ(I<$#wgyQj&P zdRTd>8qNp1J*nvd69h~fl+DoMx3}EcrSM+6HAno<3%ZMQ3PfS#%W%MT!>0v|)F>b7 zk1g$#uj2^&u%`pQdwN=-g9_hNbSuQYw5(YJ>v|xM&}ev>{Z3LrQE~s=V(v|lt>6iL z*b!im?lGypw%Iirq_Q5l(k(}MzRW4+q#rO z(r2ruSa0vxhWiQyreWupDib^D3ijCn;_<9E zg>oy7H2eWRQ2w}~1%f|L2T%s*mUOP>-YIiga+}ra&FMVx4}%xkmA?iekRu|(njQqR z>zPK8lX(ce7N3ArjY-RHrt^Us?e248sjGS+*I~Tyt!_`Xw5rJ^Z>Kj>=}oYL?xoV1 zMk)jQg3pH;Xxkqi`MW0u;GGVbR)<}1!FIvT8-+J*;jF7UZ8s>`dr|SzYR(^5KPW!! zaCf<9Ic}Np0wEUze)PEz`qd1GxgI#jaMyi`K)}?8z}i`~X0c5c z;y`_!9V0P8xBUz80?6wC6dTWK#H7vyf`)SKpT;i6hx_ zJWuP0paFqv`KLvz{F$Z|UZaTAs_4X2t!L>@GY|L2e?l|AdP`P;)y{{kAC^FcmJ7jE z+}BFUa6$!KHmPwaR(FBkQ%EyOeY1;57PYOkV!EVxh{a*^a7u+?Vx`58?84&v`DJEk zJwijH7x9lg@8n(xKmO;lcv_;anE7TO3X{%TsTnBf)y!d`Gs&UtFnVB1aZabMo7%*3 zA!yOW=5E35nVe`@pSxH?3-?wi3*``Jc(m6oirOpC=^9 zQz-^pyPjfOlP0{+4zU-Opz1y`PBgXumuQF_P~pxgYfbDa91br?;lv#8XiUB$DR0)X z5Wzg%$fa*-`L=@9V4no!S%|y{NUJgfEDu&?5fF?@l>mBIZOeRQe?&t=bPQGaTEk@h zdq!}sX$k4!@T;y5gWIC6Hu#U5=VL-uv0v^r=NKi;yhIYl*k;j=GzL2JEhYKnxM?>RPS)JWE+cI> z(3NR;`S;MIA;Y^!jm1CgdFj^dI80#7;H|S48AGUElpOjJ->c*fJYv*6g1GJM{)lYk z6y`4wgkn$MJTp~rW9(4;{v!FBDx~1?k!eJJ>4ovo2SiE=VImL7yk73#fmUbKbKA2I zY}tD^A4G&#!&M8h5YyAsXU@#bsI{9EgUPDm1tK7M@V*NVH${3fmz~Y&jFi|0jRS$p zs6m`#dZVs~&jp`Z(M~)>@fERgiFQ1O_-3&d{X9(x*jIdFqB>B1G0+Ry0lB;zW|mrI zydoy2glP2fE(+k5^YOQxVv1Tkh7fJ- zAeW@b_Lj|IJRykgc!WUs+W1eUzz3b$ZQC-0Pq94ZF$rvhI%LG>RT2I1tkz{(TFZmb zhG(cyd$f|$gg8!{*jzj*hV7no_KZtdu#%4paxa1iYWtK7*XkKETPkV_h6aB2C{~bl z9!bGxuEvnN1gh zYh~+oRMHV4&Lb1h$c3Bi?e3U_vhD0&ZPFb$Po`AAHBm_%8WP7RH7r@3yO9>ADt3!= zib@hdmr&+6$})y)>o`$#F7i6W!KB@}Ecz8@9ASkCjp-4xhICu`8QD1e5kmg=# zf}mQ<2J|W*3Q+MTWAUPpO_ZX75_@R|2L6wGfGI^ac9^Ak=opwA-=!HA8Qh!O+iifU zh@7$d;^Ja29dApbbOEx%xA}N`=O8_H>&P!Z!hhBotnnF&rpjUaQMHKV6mQLH0%yj} zqKA*jYXp)Mvvx|6T_~2}an;N%Cu`9k*!2!Qb@kijAN%<)_lL$!JPe;8BQ#T9Ncc+7 z9(u|5#%Bn)cm#^`9K=h1nKv_4tE?M2f{^f9z_)wArwqe>_t5m@3h;Ij`z}J_Q;gRmqvrL4O3L@%2m~}^;S$D zovpIXEj_Vv$w{*QC2Xq-LW3SY@ka#90n5l7#HocOb=j-ly3e+w3)usJJ=m|m_GA!sq*xTG z@bs(BS-%F;wh}{t7!ZN(O{sC2=w%rE+8ooWzD>nxtRSm7_o_Q%={O945T>~Whac>H z&v0bVTvpSdifj%Ve_ooCj8u{bstVYF~Q+~~y~FVen-4H}ra zh%{Q@>Z%N`jM5so9_HFAQ+$zsiF*RC~PCr`>2LX2=*yyj7&DW93n zOln`Z*=?1V&P$ARtR{?bgZC8!my`#>+6Fyq#OsjtYO*6r4}2i);Qy6u+#$W}0#2G{ z0G6>{S_Yb_y|v%e8NAyKON3vPkvPr1hl6`st{ZvrrKf-5dqyG${q58xPUYaggMxu4Be0=b~qMy<*0KBlagec>PQW6mkR zxHtaZ_N>GAIA`?`Dn~!xov;p zKfF8Fu5Q6X=GV9jPp`-rI%O7gKRCmZd$t|X+1p*K@Xnw90R%jZe}&DtPYt@)OND5z zAZI3FVn}r^g`jJx5%q~QENQIk=lBm6Aip3Fo%U?0C-_6{C+B8{+S)&h!cDgIK4T;t zgVeZEJfkG?`3ZM$8Qvuq-6&(0WkHuhS!4h9gP#EJL}e)kJuWDiq+A5L%l?+wyLdMh zaqeDlI2(uhGFUb=*MD^*mUsad?w}kEBeqOht{pI(3rX8q!A)@s9?Qei9(VQ++~2z< z(KODpuonX1W%sjH8_sA}Nuqu*r5AqIQ#N+w*E2TuibKeVhSc>46P2BvlRGJa7>3?> zXrncfT7^4CI>)#qZ&_uZ{HBbP=y4OM0Gcny;a}(!=X<^U2Ev&R)}Cb;=GpYDgUI}A zzEBVZ#~qpi`mxpI$YxA}^povz-X;wScoi*7O`3TB6t%EZ|EkV)B?jH=ErThXPp$B) zId1e@lFg|P(uInqWSD%4fi)l0`5Nr43se@7Vc`_Q!k(2yNs{WhA3n^~=esxC;!2uP z?zAwlhsTQkS;02%0II&3+!iV8urlUGFsG{2+)4!^x8=&_$EA4+I3Ac}Cb4B)*sTC; zc;Ea3XxBy%NTVm~w<0p$`OwccYSz$QH@@iL%=Gv0h{gsLoNT!|;kpnkb4O#TQ_0fK zu8N)Ug=?2pM=M`g^{m2UdGFIfO1Ziv)qsumerTtZm67)*1Pk1HGlK1?VIr-^t?Dz^ zGo`?c=)rvGn!M-_O-69%J-&SsWqd(~0lU%N9VZN&xxx}fm=gM6FmJAST{;ew^X6f4 zO|ZTnlCLi}*Ol=epnLo|7Y%XlZn=jMJExS)MdTZ}=y_a9! zr(~>2ls2KIwgK5&eX|dJdA{)*i>^W{Vd1z%>B5~xkur>$#qIZTq%3NRS{({wQ;4Dh z>G_%Jj)aNl#&!%p!6iyMhw?lu1an;-;4(!UogP6Z-H;P>NdBrqrQpZp^E#WkiNL4` zYGJDXx6}2nYVSO>6BxQSl>5}Kk?zFIeo`-Vnm%-rPX~ldHrS0o(F`jmIfDU_a2ga22)E-j zI*?%#qS?BHk5DPt@Ulo;2PG*ti3<#Lxj+~>4Ivapq#NMYF~G_iV|y1|4r^i5zxfk^ zqd=(9MaHUO2&b^O5jhWrB2= zGDvTF{^LWkUy;+unBd-lY&h_f$VPmE2-&nDWJeMz))nnfjR^QQxwN@9SK;vke)r_? zDa1CF;0@aSP9)=o*nO31MxRGUU~{bg_elM>` zS1b*n1ei-T0BzqP%wfN+`~Akk7ITZt5HX%kDfe)Glc5Wu?Ox>@RnOJ!p>9i>=UsBhqM776I{v!E{v13q1Z z<+rou=1stH$!-RGx}2DzYf^$c zHZ8_;8yg!=xfQ9oi~J{a_F;&>eY4C99Hc}Axup6)xeEpeH&79MBa7;7e-92!m2LeU`9#yo6bL9 z3B?l_YBe4@apPld;Syp;2qV#Sb;IOlwpu)ZY=&`0Pdwc$xEo3ZOU5U-&XU_J`X=&3>TdKbp&^o1HcmEd)keRph*Te+4=D< zp2k`!P7fLgT0wm0yFsLE2D)c+QZ9>%wHx3is63a~p_K#2{QvtQ|2ju5G7^EQty@j5 zW7ycYci<%fX6xrJ=eW2PyUab>7xqwXtHkI z^>BC$f#=9NnKgk>!d2KMiZVuPLP|JBM@L^c+(9F_J}I$hO?A%C_tU957_IixQmmnD-qBct(TM|@P?4$u{bGJy_Kp47JTPTZRJmmtwz%<4>Vtzm5pLC zN%(B~iS3OooI@T$v_GC5%l&-X25v4UPXfpI*P}mHx8x;F=a{%vtuDDo3%~9BJ45>V zMkok?7LlEJSV&KwR$A09>$%oje`?Ti>vrt%SDMLnwAk}K1J?>r!)f~Ooa(zTEr#k( zyGK!r?xy3aZ`d80qlKR3&!p-agoa;#X>kJZF;w-bq?<-BDo05}$tRd68LM&AmfFO; zYaY1{`@il)9yWB>X&lok{dR=5Y$Y>l;kxfr&d|!_lW_jI6Q~Ku823pRRE8~!{^;ep zo^#ELq%=M?Y`Jlw>LO@qTBHI(O|fN~SX!w>bWReuAH0d`5W{Uca9#~8qk?FND){Lp zdZTDH#a56j#lp!Gp|LP9?23xK(=X*3vC919@8+kg_;jFCccs3O6;A8xDEH+!c8`iJ zZH@hZ7^5YuLM3@T$5n+c5g{-9zIvhCxJRGfdHyy4?v?H7@0eNjF7D^CJVFE`Bg_Tf z7T1pdLe_=Si0(~?Qz;2f+v*1jspu&D_PT(l9!mrF4u3)exYn^uZyX-oB=1ysnv)AZ zA!oO>8-Lm#TP>7$3%TOZ%Z-`R!L$jZ9+zooG&2_M$lN@8;%U$XByJ^S*M@kbNK3wZ)aiQgBXa zb)1^_7gxv_Mj#>Qrfr7w#f^#hh_C0_rekb3?uZ*vIJ?!6$9nv|X)C8Ym)Q2E+FaF; zh@e1qn&~&~!F>hq+jeX}#HX#+Z3G7yI7rHws{7g0^msc6))3a9;2#SS65Z>$Syil6 z(VyQS$*JD)-HN03bjuP;7KTfFI@HW^GxzmAoG8NrpI*tk=k}#jLebf{_|vqis}C@# zt~vU%r#Ife4=xD0;1e`j=Kw6efMC+lB29x0S{CD*q`05O{Oh4{{KOguzG7lkrzP(djyz0+7|M%AU6pMcD-{1Lr z1SDlaGQG)6TKvQR_m39B3S9ep@cnrwkKWddj*kAAos;vS{{#hmms1+vjJlG<<)i=e zYoLnG1f5yQPk(XKk593KBO}d0NR{6pu+<6VOC#{SaLk(!xlF+WEcj{A6+`2g-#NJm z5G(A+mH7*xRsKv4ORxOw-2>PA&)b2Ahg7*Y2cI6A+1shuGeC|p+RK+!KqzVoHhHY; z$utw-{A>)Y2GUZwne#9!u-SsD&1=OLnLX|8ZuNjM{;4gh=od%77GhyHo~aPNe$eCi z*JdCCGg`lbwZ!;Na7)T_b5&^2daqVBmMU?4Wu7r*4LZ`U`*abHdI~HGfJXR3Phjf* z0033L#M)fY`-ITOY*jP0h>_M95QjyrMc6z^i9E}q+({>ndmO;de_f{xB_2LOoxnP6 zW&a*++akfR*C~m}2;DyQ@$UG$dMeL~%e}72AV$bc%bc5FOOkzr`bo5kH#cO?Sn(*&8`Guh@E&(-2wXJbL=AmnBB{f0w{>y7~5#$*Z#s zw$7g#2CM3{BOaYB579q+E&E#|G71&p95A>)itw3X-rWWD5C+Ot26R5SYjR5nJT8~W z_zYw2zFlZO9Kw1>0J4*?_C?dLqhnUt%9i~pT{DWfcD(BsVA#|N_t6Y#ECxm+k!(P! z3J4ikQ|s6S&MyY(Tvbzdj~G5kgcZ{r3A~}Tq{>K~8U)|lu(Gz6G?VS&vgn^d18PxU z)_w_?q}6mnSh>#T=l*gL{_Lp|N13%kbchY&HoIeI>W90cb_q2~I6w7oB>V0qB=L9j z1~bAy$DLq3sFjEiyP>9r15c!k9my<`X$GF>gc;-N6YxYU-T}WF*DMTjx2b?ipARAP zNH>vU4M<-J-aEBi!y)$%Fe9`3e2h*71Y0xUUzi1=pu%DbuQ_d!8;bKv*v&U*3%`V3 zHyZY(gapq?4T}17BtEh*W?Sv&1i(66zlq#mSJ>2W#m3d4S70bakN01cK_bhYcA&>! zKmQq63P(lY{X3(gaDWi^>kX%A$Gx&MMo7rUvtCqE_kv4LD_d{;PQ?)<3j(Z!S~Q~Z zSNRvd5{q`d-%V>l&o3;zCD1gCgyajJuMj0Q1Azcp@L>8tBr@vmYuo}%vN`r!$Uw$v zDmhVOP*J!Ev1tYXb8O)H+BT?Le&KrvpyC9KEllBvuQkR6E~yVkDs)`o%Q~3g8kImr znFdZDv)cuIc0JVNi(GMui9Ha^j*)iT4CsmDn#`*gg`Q^d*wrJ38@)I1|94M$N2F4C z$E`aga;K;y#xi)EafR?9mgGdLIKwr*e6+T*k`QSM zI)<*TyBCBwl>5osPBvGXwe&`#M6DgshV;%l3>Xc3U-bFiO5k+eYIeU11x6ADHcqtS zNUh@ko?J;JC@r(4TYMHVZITR`zICxTx69(bAztZ-6?Z`<;=ro88pnP$uXq#Ipjz{T z2NrXkStHa{^y>1W);5R9EKbN}`0nj4Mv9LgwG-I0UV>WoBAv{KF|0Z;`#_wG6{sYs zQ>EW+i`&`dZ(-jAho&A#m6{9yY2Ie%wW@Ou!QX6G(cypF2qB4M=gPG6T`=ms^aHeZ z!NJEU460UtWIv}*yoDsH zw259+e5Ql+}3((Rc8K z$XV2Wnm>e)pC5t{U*I*o;xS1UpuZQrXu#k_^$f;`rU}z z5zINPUp+_cvwIRxg=#G*z0@u+k0?legE2}YFu{8w06r+a7q zQu6*;j?s*Gt8;-STlqD4T};FnKf+_dVdo9%rpP;8G1h6aYF#3wDd;pc)DDP9xCqTU zyk^Aon~mrC#paDY5(-;9Ymw1Cx2n05DF+Jh!%k$_}RC24#7)vHUKxLTE44^)&sly6QkDUSjrgazN#vC5Es8+C+w zLMcL?C~&_b{ii5OCAhrN9KLB+oAcnvqaII`Dp#C=lmwn2e+8UWAMu2OMsK)oKQRGM zZ?L4OU0y4?V{W{%3_RM_owVI=lop);l>MYKhIF1dqrBD9Qa(yBQ9{%$2%g>Iej8$^ z^QfF=vP5lDmWVB0YycwJgy#STm8(;|RNcNp3V6m6SPFvc*Bd;PJg0k$azy&dT}pzu zHWtEptTp%v-A*czU@5+b9I4Dc)4!aDKW{(E3jZ}Ve|KP|L#ymvRRD)f!R5-Fk(ZX6 zfnjpugP&anfIzA<_-g!`C@DhkjyLvcc(F9bfCylaBu+TD;#78~HiyCX*!q)ZB@ei9 z836>7o~{|w2UROgeZiE<%+F8CPaiG}S0Ggo9r9%ASZb|PF2-%9RJL4(PNxaLfa<%vZQxyw5Jo6%c3;CvpfCu$e+lf-@ z{(QCj;GUS6Ra#f614l}O=tB8~*2GQ@Ajb6hv3A;O0ZC3vM<+#yXGNF$PxhBJ9#Nr{ zG(KO}-WJK!0luY%kG{g}$hh`u_SBOjh^An-tlcI0wsbW7_Sxahj}cC%%C@4JrnTrh z-v$Md_PuN!PBH1ex^puocHq63_>EU&0c-q}Y11A~nk=>IRNiY_)|Y$ID~84!qAWs# zrMkjnNXkwI^~RarCrrzDMN3Cl1s)kA?q8XkHHhb~x}fn<6vS9<)fh<0)PDQkbsm{R zNxG(wvy5NLuho%9bNA$L~8zAxvSwC4ZcAW=? z5@qs8Vf(L|Qs^yI*%$F6kyOzLC|LF(7JRVtl%K(MtA){mj*+QmRQ}JVmn~W{t z5m}=ek+3Q}AMr_yCyjDnnUayx(l#HZi&Ps;cJVxMU=0%Du{mZ zq;Dc_ER%`ucd8K0pv_yW-sFjSkibaM|Gmt!-|5qyf%ScP@7o!+dE?ca_6=cIME9hu z*kbMHY}uAwhFlCO%Ys{HnVi13tdvF19TQu|g_+}A?rvEEkg%;!CB(%QdRI-A&6gW| zxb#)=*U76Z8~qJeD5$avQeIB`FJ>YPX>C??;0%m_q<>m8?Pd2u$cHW569k8XXkG{rd55Knlc=;y23<4s$dZ`?9I zjLf+y0)dhyI!ZEd;^>6^6*er2l(o-Wkv_h^HLOIQq9}?Sd}r0d&?6WUlZHEVA!8G9;%F_!#JE*ur^`**TvDmH}bOhh&8gq_oPbTThupz zB}R!Eqz50f^K|GDuVE&1q@n!Z66N<#rMZF&&))_F_fURhbUi;t?EV?aBrtaZ?YGye zNxcjy73h|#T7U-AHwI@s?(F~N=b~^3c@g+$GQXTFa1RD^an?I~u)(}zzpV%cyq{xT z)J~Pd3=uL+FT!|8x5 zTR`94XOJAc!Kf)ZnTI&hYE6g}s@?lAC?<;;rscI6kzoa*{s~+-s{+QPrVqcpw#1gf z6D!k6W*5mQ8l#v7YlguKrGJs6e_aU5_#*OS7o{X6ZAE&Kic}r+zThO@23lTI=Lv8 zH`LvXJ@Bf(DX}aubJ z3&Rn4%A)GnB=R=}XY?>RCs_JFlj>8tsq4I;8&&OY6sTNV*l#spw0vfSDxl!Sf!XbC zah)Y=ZIzUa6Pe4Y`odw2HckfOZXe!QaMEW>h-v?J>k8@AFbS%Z&3wC%7grffosUVI zyM-42g;V}2&`}e|;2%ZuEAKxmU`4F^*nT#aZ7;2R&~^|{Y$G7TN^`VM-`|&sKHwa4 zNFK^#_RvoJa_9rspARgvg0uZiX=Uty+=u24-r{MFFD9yD!cSI`_st??Mgc-f3I8n@ z|NQ`fdFDNn8LDJoG4}uC1Ng9R2bg8#u*S8gnX|VvOY>cgD^~ccXdv>8ghOMZ%NkKg z{l=|OXNd2a2AY?g(0t&qz!RTuYA|(2od1Jrvh4w85)mbQtcN24jra%t-6_K-V>&&L zw>5hF^Z5+D+qojmc*ynCA`Y#cD30>kUp-m0Z_cRK#Q-$Bq2_b*Mc zJ$vra{kcJKR^|o-Q!~IC zt?LihklDAQR3?llW4YMW^HaZ0`%!RKw;|x0Dby*#)1+i%zmDrNFyOmj7$L*u zIIdD+XGY(4NsUfWZ~$^pDBfBt*$S3#FN)t>s^v(7hBX+h?qIH%2O_1e%m-gmFRop> zcqTkf4p#*?Sx$wA;Xn5Pm-rn>+CU4*(V2d_zzlFA3@E=McEFDk^lk&ErDJ@T{0(@d&cluWkUw8f!|Jy`I}J~ zKeEu#(Y1}+)144In0veO#76T^&%G4G5E&s=Gv8IpIKwbZGS9;Jfr8krY43hY%P31*O8D_4v z6VAXXO_&khTSUfgu-RL{PF%p<|Ky8Xh!fCZw)pc!AAWgzm)Z#ST}XGv6xh}CjL$SZ z2S~LRPq4%eV+_d>xnKxz83MyUNe2PYqN=9WO+9|h_8E>XMR`PIB=yvVQ_0-mKNQAk z5=`*)&hT@^rjvNDf-2hm-u&?bFhc7f+CL2Ns&khb1PAoo&?oVI1$Ng*%(sBTIXzng zH5$dMSxetDM6e_eaigy6zbe1Kl95H(4qWc>TANl8wp&QeYm16g8xi>b*n8`!sMa=a z7)C}BL{SMv1q`GFJV*!#3@TF6L#KgsDBYoApb`?&4MTS`go*(YN;fK9Lw9`F_B=;C z=lFczTHjjldjEO;ap5q`-m~|;@B6y1UkS90E$ow#%otT+b92dlCV{3>L0XmYMf7U8 zl%x!2P%(&ztBIXuASG^~>!@MGS5!GzkrFP-kp<*(85O|#Q2)I6*ftO2LiM1g@`{o5q@3t4R{iN_|qg;Zu4{1q1eZc{|TEvCJfC@~O zdzPTYhHu@kophVfhxZvDdqPVj4Agrc^LFw`iOzVSdE~?PtNoh6JCj#-`k{c%*CnaE zOYv?_Gb$yj-`fSO>vj4RQ$4#1qJkw%!NUz47#bI|I?ytX zvCfH;azP+UA{^XU5XE-lU}PmAO%9%sN${E(s_YilgT=oriyN6CB2#juclp?J@qDTP z5*O@b_z?XL6xv;2k7E+1TFu_s*=ez*i07xa*=&y98eAhxwZ~UJ;nw6m@u2TkX*&YR zgKD#}(kW-8ma1)C`i04R$OIj#(1RAFN_v#;ik?KXK%hY-D3+I_6c}3D^~DKNj<`lL zZZ+GJM4GMNwExw>CndX`{$d#|8q}3CU^qM3*c;M`hn@OWt)aTz=Jq!i^=382j#9|C zZM-Bqo4_X)5-&p23W6vx4%(JYF=>_tx zLxoB$@i zzawo#*rY)oy)S6U5#|nua2c14%I$Sg`>Cpd7*vW=)`vECx;+JAyG?wj@oMGHvBrma z-j70&sy0~+Y>6+S&dN+HjnC7zkW8)`uZLYp0|kBGxo7n@q&;u+CL_JoGMCTa$+^n) z+d)9)oJD26Agt)I3Uf2R!2sKO7yH*P(@ex1q8*K;zC@ua2YI=)1FerpsOw$!+im3* z=D_aZ^1oUzjNa%rw?q#guZU_d=+$%O+bS!k54g`>-i~Y?FY)r^@3Fd1&do*yDM@O@ zpQ@N-f;$dM9RG@P-#S4DO?5=Nli2_U*SDcxU$Oa}VcROrgWV{x#^o|cU(;CCjhVg~ zd#M&k!9G8I#PMeJ>}+FUnUT|q7knVat9M!Axft98dgF2sCz7p!5?fa$rYwz z3={-azU16hxr<*P-1NMtF)G6z%U-+;L!wMS(kp>X9Tbdrr*p$hk>D{-A;n`sYAq0VdhMm8?LY37jmG(C4`4ep1c#%yHOHtL5_*!#C z!le9m^E(Ys%bXdVy2I!2*0bV|H%wI?jnFluT^B(wmd82r^B#AE9*o7~5-&wIG7MXM z7C84ONcidwC|`LMq>{WUYd_hc zn6Kc^ztOv`Nfw5X%q+xCQh-xUSFJkA~zSWjdo{c-^?OHU}Y@Gy;})w zyAV%y!|k}3yuJ&ikJyk^N~f&VjiWf>#wr=kNj$WgY=O=BVzv>k+&h##W>mKNJT&SN zcVr#APJ^T+umEp2csIU&bxQRpzlC-Vx&$)A!%j(1EG~Bq>u?=+?mdR?YGsI&QKnj< zMeC?EfFs^bG52l3pv?_;243t^&_&UIRZ&;9fvDi%-t|aJ^c%&Cs=d@ia|hhU1L>kN zW8$BBKX4v`?xK}EHRIv|HhPo};- zB`&rpY~&9R9HJX~uJv!1?^D<&!l4Xxy(7E__XJmN3~@o3H;%GQrIr3{Lj=xKH*!+D zhACY2N^Oiki&)YT8_cZIqMuW{v}i|@xdp4R#WT#!ct!UuQV%N667Cmqb;Ns5ry1!s z&(RpXOJ#`%e8Xwv%eo?gi`wAJZW@D^yLTU<&c}YX+NyFE0cKK>QCbept?J;61s%2CR zj6B@|rqoH>n?X8H$p1;*^}xJE2Yey#K}p0$UHoIpeO}Dl>3VwWyw@|&DWxho@uMNS zihL1IhmElwoY@XnBJnYb16x(?WbaPcG>J`X(@hIOP<)7NN{nyF=Gck&_F9ZeVS={+ z`@B-MhQTRVGTYLIxtA6o-0DT9#pnH%%wf*T^EXl>bv-^=F4N2Nwi{-nW2s26G%2*@ zt)65LSl=igeL$z0d9tgPNX5?VVp@!IoByOlw(}I4dviT|k4OJ*%UE_0v`&NO{oV@I{-IGvDM{zDHtq|Tp) z5Ek;8iKsPN^aS;p){XqITi6 zc!gD0pFcaZ2vu&FuvyE3ZBp0B*8D?Puhyu=q&KWcX`Pn}pRS~`N!s@4OV_Z5198`v z@!j3Y#?(}gTjH+kp6AVu%Ei142+-EoAQm;~b`mH4TJ;UD1{k;gZ1l0Vw2@ZDv)Qza zi-nH9VQ*B#eT8 zw>oVTXIJ+a^SqCvy~sZGN@0l=nEoqa{l*y@rRM(cKw7RC_T(`vX*bd;!v48Ud9k{xZyIQe11=}jxn>I7H<21f$%i`yHw_@uEu{bCoRNNu;$c4k2HJL6 zG)hW*)>4V*lB>SkaJcG?ZpM9G7TkiO*lzQHVQfy-{Izek6e~Hjdv`bdBCGq+{KYI% z;kr|+x*}g0u=k~XpTK0-_}N*ewV!P4It~$XLK+RKrcqbxDN@fVpif+(pbxecprBA2 zjv6Lz_3MZIcj)kLis1U>>lZmV6VfjkI5=6~U(>sC<&g>xl_qhK5w*b|CZ6=JtjAQv zL)GYgeo1;tyjZB7am!DMMJdikK`1Tf(XW zK80q(w|QZ=u9Z?~UXY579z+&1@Q`E86=rEpDlw{6%j3C#80tDdd}6UHsiqoBMfKw9 z=XHsG!`jDfAtJaAKuw@)T8rS-Ph*$} zVOgfS&_-!iA9SP`=i7db!hhL&ay?qYQz(Nw^Xn4XfOxLaXeEuQ(#$>Ju!<+E#vt~I z)}Ox#lMOi4)a_f)o4mFj*Lfhzyqcamd%^nwq;C||3_qqw-v(w%C!kA%e0ujjGEFNk zYY`4obIcu1cj$)L=c<^a(bX?l34E5*a@*ev{QQ^un%L&p`ns0f zofWIM9eqx+uB67K)jC$h&VJ@3!Nj}nDHi$X#W+Z5#K-b}sqEGxTS4JBVGIH0vU~1m zb$`EL9vxoTtvj;f6(4*3FrBB}+b-7W;_v(06A|N zcc1PM!ff}|jcLZutVickP-7rHETWEb-|?-?R5Hx|qug(K3{$);z#`tw@O&A_|9Z+J zK!ML$JI$^di{j!rr)jNivelr^{)*iy?H*Lkv^t4$Ck&2-YxN`<#S^4>*1z_@&~Ib_ zmTt)26vy+_`!;}fu6-?8O-;iujCmgZW4Am88Y&Jx70;sDGF5E506gW%U)E)YQqwZ$ z`c+sP3l8B!rc%gRJjT#=2tPVEszB#Tj|$J?WqrSS*j4a_;#l%{mBf8qS?4vyZlg_j z?bDMEJ+`|+>XJ_&Y6lwRE6OH?hm&6AuZ+l_V;E^j$n1t*CC->$KG#Fu1wFKf0u_Y4 z{Y?T0)evMWPi)CEI;)QNtECs^k9Q?k#d+Tqg>DX~sj_DVpg-L|_zL<$_R}_<jqrY&`}c2woF&F-)ZE$*3(aPZFh zXjX;{qs$w5YSGFdcDUC>$TDcPw>)&+5sMLz1tA-Un2! zzq8}i8kWiUz}v4U6ao$KW(_2vvchCq+3CKduZr<%YhU?Z zAXrLE^!$!!`BKmVF7_*#iz%n_qSTvr)Psvpb3F>a;ghbA(&RU4~+emaqrkH zxz%fKG}XRY?guv^;@wp#QrdP?h_Q=23_D0aVP6js1;sZ?L2Z?~uu50gtV*HQ=4XQ! zZF#5fGaWcmZg3*LqY9Y(I`3kpbG*tE(RS7@r_TTYd~2Y3Pj;Ehp5!p#H5lDC1!dOm0N>9;_(Ck+ZNgc6U0GzUYWayqVNvK$K}Jj)nNem3ggCw$ ze%Q)G9L62XHhhJG8qBbOw%#XMIfdywr(ld>HlU~BH`RxX84Ia>+ zqZo>45d&)BxAx4vX;PV675F!T-iUX=pM{wtiT449>9)`(iB)m!zDOJN&Zk#jhmW*2 zEgzP_36@iV3^3?uF~u! zO{03CA)5YD`6pp+CAtc*-L2(Q@1l$o9bIcoU@=SYJK6LzICLp7k>#S=Rovl22u_b0X!>8`uY{a+(WNdGn2HYEmzq1ayd7Zq%%EeGkLC z3A8x5YxFL&vYwEmYN93A7DDA16~GJOL-V;x9cQ(gb^4jCEZ>@Y%M-T*B#sYNhK}r9 zs6W_1RdCI6A8cYgYpIP!!uKo`SR{9TNWy1WxG3fL7=Ktl94Vh)xq^zJA~Er)TB=;i ziA=UH@M<9mp&0Kcl+)OnBlaxG49#LIWi#cw$rIXgo>gk!>6AEO{%~=edcsKT<=J4{ zTFE-W&2xDUZb6*hZ^-}ZH315#ju!dr@U%v+)Zbf}2)(^lB>JhamACFgT~5;7l;DVu zPb-458mVt8GFlt$X;!;$ekY~QF056yFyq8aj^q_XlAI2kt_PSwH0<}h4I6GqsFU|& zSsorOJJ(OUuNON$u=0Wb{)HVbHWsCajQ5_*XcuSl+plWM1E+S?_#x z9x)AH-%ZnxZ=HT=)-@PDdOq2UdC-a^HOGUi?m|WDG~tm~k9OYkV`+B{jRgNHTor`S zM~ak%2txQB{Pq_JKSmWG;SB1cP`RB``T0NtYf}gz{x_`4W&MR9{%uEzqejU6HRee# zckbRVKefmKOkFTv(F{uZUyk{gHo)W|;I5i?!^h72b+UiMA`6t^icFOg7C^!K??3m{ zJP8P+YR?_PCqHI|fBb`)qGBY{{NLC9dFdEUPzW^_aM%8=Szq_SPH#j^(0T%_UqWr` zQqO}v!aftY{J|;(*QVT|7QVccsdys!0_lbts5>mt|GEV@B~PRk4s?>6V4lG>U#i;+ z3rwI!Q92nodf2zufBeXrX7aqN5<(W+36e+JSdIuPo01$dm6ac3`R5Ji)nP1aGArdO zE;`eH?)`GPxR=KEnY=p{5>IttR~H-{GW5K8M4<KTYtQ2+cosby6o8h0AkyrQe0 zev6G>^NLS%(TH`=BKVNBJYyW)F$1~t@ZrNk@a0~IHhc!4>#*wYF&OE)maE-LIKd{?R%ki?1YqrDX{r01o?w=vbC$ix~*JLl(4fVgc_#n3hND& zK8TB*8gJgVB*;N-!t|E!HtNje`l-h(Pak_g9&wNT!E|zkniC6(I2KI~k?mC5D>8S* zw5SW%sMFdCrX}xQQ53r?MuNSHxk`DEG?)40NB4^4#z?ud{2y%4irB_@Brw4T|d8%OqJ9*yuMtG+&#myqs?hzyx9kI;^kA$1d5msIt>e-A=9EhX=+&H?6?|zpiIkUbv zG2#`9*s}l})*IzGd~|)2;7)iE&1bH;;6Qld6#*1_el#6u<-Z#d*?fKd&d`lX#C$M1jzdAymyn1w@;mS7aj|QN zYa#GaPub;>_vku&eFzk)g+twoaS+C_v|PE}yI*u;Mrpmn10zeVe=s4eYfhX0@532$ zkwo_i3GeAYnjU;%_m7Gb`sV$C*+&2T1=!qlE+$|P$fAW1Z3nGB))$eKcLV&OWKq*7 zFmk;8@IpO*e?Bm018diTuU0aUj0)E*(3SF35LRn!M2zY^Mqp!UjF>lxsiW@{R4Kav zkKm;ac<`u#DW00)59)osYg3FE;MM}thzD--D%HZLy1G0BXGgMVN5{Z4Yyg!`=4PVe ztTWOqFKS-7Ib{h>jCOhOOcy(uchjtvKw7ECVMe0b1OG?~CPKAp4ET7xHLc`5w4qHm zwwEp-fyfAUbFy!K#2wO-V6z&K`~jV>z=Ny9D^a+L!cFLFnG1lZ2dFw!7{spD1ui$1P8lbs z5qko$HiUqQ__8AGVWDWRq7YrD6d_qNMz!{YTM)BwgRCbtd15R%dfKaUoFdJbxGhs> zqFackLJq3fBvPnIYdA9W-h!jI%w1L?`!xg&8Ih~{EW{C0V#sscE6|a6lQy{UgNu++ z-&v*eBt|~^`MWAZygu&_D|-$vYw;i4kh}+%xeVBA z!EOra{S%^#Ez0J=7lh=!Trw%D9>57`r(ou=ua+fv0B&F0_iAl3D=JPJD0(kkp@Y)~ zh9qj4A??l(ikPqo6LmiD3`$(+L>R)iW*&*E17)K3?B-N#!s?YEx2;t}gq;#z*KGdS zrEK=yF`cZ>;2qiAJvdBt=0CB>})aeOi4T$bnio62+*{4C{K*3Nxni zLkqR2ktzU8gRX4+N!(KC`J*CD14hlaz~MZ7Y*FxZC%$X_)7@uG`f$Ha41x zn^=vNijIoJQneJ$^yTrUhSG`ewztT-N|~>C5m>ri>f{G%nCl5CfgcFu6rySa3Rk)d zi2P|Jm7IVgb3OVYBKawj3@9}I<8K!QB&P7;a#TiF z+WwW!Qt_?)=+FVt-MOdRzp&275@o%=bIP5|G{}yLaAf(^aJZ_WuY8|j=vBe>Q8&a{ zsr2iFW|icX?x1gvDowk=)pSvx!DYsi)k;J6OYP(=t6i(TWwevBsbo1S1N?1lg%w+m zsYDa+7aV0gChU}d><(e5J)Y+77cc3sc&uk*M`J@N{UMOBQVr-Rez~vqOX>Eb2E=lC ziuvo7JlT!$_1RaJ8NNy%1FRsP7*`V^orc+gpyu zj-MQ7;)+Qf7y;Shp!t$(OD$nms(EmgX^~Eapp52$IIZzv0#;wyQ`Hq=dLWHAdmN3r zAb0MH|1~C-Cg&f1RH6BE<>QGeLx@#N<;@On%yVj3`)`Fuk^e(PLHe+&&tG)v(N(XQ zMz!p5`$t`O41*)sFDSPYC=~Uw^~Fk5ny6Gj`)B3IGkHlR1)dpX)m{g>e~*I0;sC`6TSoz9-$J}dT10M&o0Fm84$)ic?Sc7ti@7INzn?<)GK zG%)FI!_MwxwZ}v<9k~jK6g9>ewpSiG;;$YMn#|74RrzRVnP^|XnG!S@RBoKN4PO|- z?MaSZ>kFjn^9;+w3QGmO+SQ``^`Pg6E(XS5>iz%hut`aFOE`JJ>~mhDWLaT`LL%H8E({0X}*&3 zRIPVUtxBcG3y6H*l^!O)2)Xur^8`amoueVgLp*RJB9HpM@86@XTJ zIKQlX+Ox^TkH;_h5 z2-rEjfh{WRs((Xl!R`&}pC?GDLKaBC3(FO6_mYii zK4UrYk=)57Cl1=n%|((FYHBgoKx(t#T>{^ZFz+1Ga2gROsI8`;H@hs{W*P5f3&xFz zX0)}Zz{7udJp$N|6N{A?j* zbn4ERwy^rxS6|(9O;zay2{pm#iph-_M&|mw5{KEF%lr?9C$UX-h5^Gf+7&J(tidr4 zL&Nwjb%)0m^5y|1EIm032Q0`{eZ@6TGKq=Vz4tsx#cp1{kR6{R1xL@g6OO9I9PLl@ zwhu3)Y#hD#gO3?=ig@!)){ll?T)9|Rmiqwvin>Y)P&YVdLO-lhJ!rGChq)IE_7nLx zPv6^l2wTn*Qv}p*4>NU(SU%0zHtuuJtWZ6X*1W}-)<1Hyu5T)a?(FNKpWF3T*q<3K znhTlis0jT~p5I=(bYI%!W>@FN4|e+4b-bV^bS8aJ!;8dcREwzv^)#~oEYm$PWZ9%j zjNuQZcc=)rrS&Ju_=ESmy;Hff&b-{YwCelbe2D31or|G_`eApD3hwaEOV>#3(l=}8 zXhcF4I=k=m-l6wxE&sHIMd%NdbJ<_(#q|ZSialW z;CtQaVWr;L!a_>I1dUp%>ca{4kV++H<_kLq4?@})hpx%($kizKd&br3T)WFOuQok7 zxYPW=pF4xq(Yfvvb2t*!Mxh|;O$@DdkA^&>km@DyqD3hdA0qC-nGcJ z;NDr>+xeG=cTVs$)Djn7%f;?2q+(RKyt=L6yhf?LDj9D5b?K`3J9~$iez|PJK&igd z5EZb~U_r4o&5Z6ZMEp_9bZ0bF5rCNsl|72;r!1)!(=0Ou*?;AV&|pZB)KN7 zIZk*^E4>W5FlviB-n91D_ljr?WB90cx-8ij;9J^X^S!lmK9{-tdJ`hY(!jI9Y@(}4 zkBj!F0N{bFhXCeHTb%ZRpU3%ItL7@4#x+)lo%{B;9?%WgfY24v3_0!GfM0)NL^_4i z)rWtMv7fgBSq(_Tp}&+}z|#Ipz~-;VR)m|Y_@`FvudA~2YfJ~+7w-)568hhN_+!N9 zMQH|__P?IcUyIP|vv6W&9JPx(kM*xVVX!c^1HG94eOTlKDEZ*TZkQ@&?)m+P$HDcF zr@HiCBstmelu>B;+!OvU9}YznUE;vbK-l@p@Y4g?7`YD4#}ohhY)^f%bV#!U+TS4C zG6>)_-oH5E$}R}r(^|Q=pBNYzbb`~x4cJbx2W1r(cf1fBXX!3?%tJW4ZI$lZN{%M4 zy^-iHU`xAj6#yZ)4N7XTl%=u`P5hA|zk@|&()?SHtX zV4fes32z&w@voAn6*$Q}nc!^5G+1ROn6F+bd(~RYmcwxJ-=x-$d>PasglReL4)`;!cn62m+^v>R7r@#>@6wuwAsY3CFkRI4)=lO9s6V-Evq~Z>|J`g1RN( zjf|=RX;PKK<)*Tym#18?Py;#Yvw-&H@Aa&i(uht7|vNaAUd<)bYiMlt*36>oK@ zD$TYwR+m7LrViwCyxBBp2KOI1AM@4@j}TTSgb_b*#A78LZkENUJ?IgnhhT}$K=jvt zZk|yOQr{!mdKhH9t;*FkoI0h&Q7M8WK*YEWb!Il$`8C;r0j|=>0^jJR@ftx$A_K+a zqs8&oy4HA*is%N9enEaT7Qp29bIoYW_kbQwbdWPFPhDfBwFBdv5Tf9hixP4ZnLPOLp@GNS`f$ zW}XIWK${Tn?|Rntymp`m>4w{40=k;m?qu`>L~R0{Iom6ftv+)Q2#^h^?^WN{Q?dwt z506d5xBFp;1O(YLp+)2OT#YiS_ySmY+}lN?N+&afVYoFHQdxX*8(O8)*-&|wPTb|P z`xZW|qXOy)y(f8RlrlHmm&^La?}zs7<%!09x=j^MH6siX*-3Eie$i_NM=69Hz3ywz zjws#~;-Zu+Ai6T3%<*aUAETX8G8QxCXnIJn%qymVZ&-pxa*Zi=Bjppe?Yx6!aasGH ztZQ3D1MEoEu@C^@m99hV(BNPPJadx}=$HrE$mW&_>}tN|1{h|SPcqR5$ydvxSz2#l z**~T2!3C&>wQq!yrKavf%kXlgI0=~CjYXvEZ%aU`atje-kh|>%Lpby$sK})d!9RHn zoBn8#)n|a~C&4Y}p0!QtrTW$s{h5X{XeH_e6@^@cd1+|6v0BT%4F0r#pi^33B0Gf! ztXLzmPaztC00J}cr@pfgDA*3Bz&#=b)zG@LEVV-m&(FXQrW!&%q^cHXGU#2`K z!?F4$tuo)DCCoZ`yxWbTCcy2q^^xEL@v zAR=L+$C?oCl^CYH2yM?LzS+kZO_EXKFq%7L|6I)(c~KA7^Rp)psHr&IE4rpMb&kD< zJr6IcqPQ5>(qxP#=cU?+xxfG38yxl9c_()#+Jttpx5kQ$i*y^XLjB0TRg45{o%*`r z;ax~{PJGtlRWTKcURA=?MK|mm%4S;p6FG#Tn$GSa#?pYtkqiWT9#?zOAby!K2$pc= zl)93C%^EqFY7b!@NS$rSePh4f8RG7+CvUBq6wQK5f`RPGPDCfV(R*ti6{l+{Rr!^m ztBY3HhT&fF&@cbq2CTt&9fM5OX#<>5fo&!AAa6S^!27YY)RnOy8y&LU!6EstlwDGB z^s}q@b}|Ke@NVj>JLF4e;f}bja}@P_bGpao*8}szA;*o{MXxZj;ozW_UD%Ih78%e2 zSSOU}7kKxZ))KoK?^i9z^RA1wZPPG_d@)6uaFy{$<)YF(-0U>IQt#4F> zE&H7&INIm2=4G&w(^9EIgzG#3I)DaDC;e!k@HM`XMES4DjM>lL?Lb~cSMX+6fFwz# zjle@^-U4&At=gyI8-^W1sozNw4(t0O{#LM5y@5y z)>F`h1E7PZ-DsHw*z#UVpP%M)?Gzl2WhtA@y#o3x#nvX(XE`dU0u#`W2a_K9mou7+ z+cs0$G1c$VRQ+N@B0VcC-FjL@%!ErJphDRDstjw5zO8AT_IS1YG)3zZh-zIF}Ms*Ww|EM#BnXw%wX^i6eJ1Apmo z>pZ(MG52BsqN+zM)$VGPf1QTWGzHy%Yik+$dmm0F(wv#2xwZy_Qip9NW!@NVpO`yL zWGj?55bh+(W{lhFDlnCaybGOdq}9oPT$`LaksS{;AAmx0JXFH|gE~H_T3z|Zj_>)n zfUc__kGYA0U=vcb%Qj&Iyr>_ikx|N$uiur*xZs5*m!2F!qf!7;50lnu*imNxr(H;g zek#b5Q*K?_T{yA7Fys6Fyr~d+eWA4}6Pmq#yZ*JwLgZ>g-5anbBp^=HGN1EoYNVkv( z$tp<7WowWoKZ%GL5pim9?(Gs-h|XX$y+1Bb_jV&9Lu8#Yexbr;tiC~TTNcu)bio>#mA4Tt75Vp=ZBZl^fqhDANp;e5|KzY*je;u9LgH#0#@(1w@aEKZa8idqz%S5 z5&-FW<;1y0Q6Qht@MN$AbiBQkt`ueM#}feh%nd(153vn756Nju(Vh_Fc$}i^?7fDk zbC9Q;^Y&6iZI*|@q?LV!CZXP6^Yd!H-h33>Xu3xp{ZJNlZ|i+!F#|^v75h~uYY(=j z)Em>|chgF=THl$pBfybvjvzrrO~(M1sdnX%7A?D#nXl8wO(YJXR5+mTlqxQ;!y@`? z&voWZ6XdDG7p2?n-gEbTiHDZP9=6dGqKM%ztim56#>IuI9t;=mJVQjy(=v{MdY+#V zv=2Q8@v$zkr>{MGEGiy^Z=L4FsA@2c+Y zGmfsT#=NTlzL$LO*~ zD>ketVII3(YwSP*=oQrVIj{vSd(E3gVeTJlr;wtnW%NqU&CP9?P3et{swJtbl}a23 z_xhWdSeH`0^?HWj&al?>FWm*EBb@42HjR8f72>-t;|qD*>EYu_MIG?NKYEXR7cK{J z6_mOynE~%{h>K5FVwAwn@hK1Lazu4yux5B!>?7FjmsMU^>amswK-xU)Olrj|P~xtG z$5T2uHX)&9YU&Pujh5rrd>RT#{+j7F@NonSr0a8#{wTdWL;W{ zIOtN!*2jK8E~M$HKTT?i>niU(6NYR*P|;6@nHf+ihXAz3e!Qpq&pGzbHpYiyB4Nyh zK9bOss$ogm4T@EC+r@AO&rkV8i9b7zzdRXGevYaM2JXVXn|vNV8Oz|F+sJSEhvi)R zl7C5!oMrQu2D9GU+|%sk{=e&zP?Gu}9h&^xsP?;rS_bpEao)sxna|Gg+-pA|+SOfB z*&!UcocqpyRY~%fWA1bZ9*B8NyWKFVA<6vuuwcUFess>GhVIealTI`cdECRx%M z+uiNu8+&K^X)pcDU>%g2vM{O2#H^K$|P zH1?p7vbcdt?m&8aExqDL)Q6pZ?q4?={t^=gZKr2lqt{2Yp^&TE@fRCpiO;wxeRXVovMtp;qk)lE6xs!bn6byce)j|Cpin1 zZ@*}2?#|CYnW3q9f(AoII6$QK8>6Nc3{(-k>7NfgUYINAnrkg~wC+Cg#GUVB=B@Dd z%z|&*pdwH4PPxWc5o-O?SNUBF)W*|bW-=H1v z5zGP&X?1M;Ev>=Z`v;i;L1>1ChY^-c27)vpE}dYDFCj zM!X4}p`86EHfWc@xZ?hE*tf&B{Htaf2xT*JGYW3}t!#Xp04GGdsT3$aN-AGe_u(*?$B>0sQEnQR0FicTLw0EUh2n0KW-__4RV z4BQC<`eh^ojYOU?khlrSP$o)3L7C%tCp2RY$=P$2IDYp5yq!ac-zsat|76>XN<)m`(F0GRrct`WFhHK(xZBuE|Q7o)Qsu3{3QAy6gFV`-D@H z7Gp+f#MU6Hz!(VzhNuZGC?w3ma>0PF8i-uI6}jFYoxAbqfLg)NsVZsLJ=H1`R0i)? z1eA}fX=_iaxfUi$F|xC>&xkS`$9<6eqrhZy*vk#YP3YfUx3i)K~5}%q~U|L1cdL8N&lGEF_6P#S6q)XnA#=ninNm zdp7MV*XUwyVn>14n691rb4XCycy8M{lR3$<F!=O+nGoDidWRH-< z^l&>cqv+Yn^$H(~jQ(dc_dk=+HMVTgBIvXO4ykkPuGbOM{&PP4Wt<9E_}swv;N8HjB# zF7w5Q!(LO&w{8kPj%MQi5U>=7R3o)5n_-2LLhesctw>6_tsaxz%qepebX3p(g@^K) zvrzqb1}Pmp6-Y3MoN&)3^5BBYr#7m0qGlDI`!0m7VbKPbJjHd&ibOVWb2%C2qk|ZS z(7&CpTCc$sP@s6z6yg=BTh(kzY}wHV#2jtdQmA0@Qj_3_VgmKt^8P0xCS^+Cq#57+ z-%y@b3FKk|6E1{x3z}Qq;QL{K*h?T8!Ax_;-2jzOA+)%>2EnwqBK5Nih(QjLal)44 z`|k*pA9IX?Fv(>wi{tJYU+e@oJFRku9GF=%-m*qPh8RMc(o#r)CMeSq;sE};+9dT6 zhQ-O_tV~8wG*{{9Da15G7B5-wN(tt3b7)adm#Fe@^lxwKDT@G#`|C9M*9r{T)O5YO zu=Tb;>nb}r2V~F!Fy`z)ES|lh$B#N8)~e9sPSZ;~C>d-|9v2@fLN0kZJl|CaGMg3o+@q5b>ONxA}n@S@m_9ia8E+w$X9J-7k@+{G^c zwBKDgc#Q!{2oV;u9gnbI-{)xspG_elbdUPC_nmRzG=`{U&qLYY{}!$|D(0(^MCN}P zcrH-jt;J*mkLY(_{57!Nd5%wgQ2E`6gE$OdB4PywD!%`+fL}x~&Hvr(e_YxB-Rysl zwf{ZYe=Al0^C^S^2QcN6vh*=cdm;O|&Pcl`<3!8d z{KZc5i=It5vY&y*p85z!!){$c=;svb$wO|&-k~q=;^e)VzgnlnWLc|ap2bz#7o4?S z<-JhcZ_@hhyAA6ZzMmt9_^|%|CJ$cH)*V>tLwc1AIp;iu+q*WC&yCGfk%{(iExrl- ztgA2>q%o0y14py-(i%E=#LY;i4gXT1+B#VDcKE!T91BN%MY`DAy2C38gdvz;pudQksM997xK;GjCxzRKFtL-Kk+FBlaA!Ol~W5vetF z3$i~#+J?!MR?_E~6u_^kD=tuajh_dc{Wl*f-NeSIW^8Y{2Npigy*>D(>oWTbYhOu* z?cj%LY%1!yZFF79N;id~OQ6Ts26mK@q6ZBnr7@K+%dcuV9Qrfikwgaylc!oZ;DA6n zveJ)}09nU8WMHN14Q1ih=wl06I63zZHcBn3WN6nfis_0OCB{@3vfGQd@)xz!pwZ|| zj#NSrmJl`(ZLdoiSopzAE0x2ha#%OA!tO)vWG%HS)@LatqC;+|ZPN*8JkzGha&N1p z$Z-_qm8X#&=16G*SHP|xJJ8F>HLQ_MJ%9%8r2JjhAW>I4JG+JZb%0)J6J^dBetn!u zsh~v#-ke}vnD)&k;`Cl(S4oSe7*8RkYWl8Id*8ANzBToMeW)h%R;eR{nz5=FyvSmi z)RRJ7x^C;RC1mxnlGYLuQ*Aj2W*if?oR;<}uCmsGpG6X}N=0JAqKloHmEl0bhYi{D zSBhjNT1{6jUJyMNh)^&|GzKbf^>}H^jQ`RI!qAZ{neun!PF5_OR;058{OM~{z5CvWCol@$y9Ne4XN!Fh_ zVGN@OO2T$cPbg+nz@Y71ok{22^&X?%?kMd$^maeTJ1L0-P~h%2)3of6#TbcD8X5&= z`t7rYmf@aDvrk!7q-N`XRu}6uN$4rkJ}hBMktv zFb5cS#bijt_gT4!BN4TVhe@~@tq?IDV!$gM#cl9(ajcnnS3!&<2{4Ya*xSO+OEy7c z0At}7zQ|PLjuc=Rub_~Qk?gDU)j@6uzX8@YZtUTwf68+i?|KS8F=R4)MPfJEaRZj7 z>43+ck5UXuf^U;7yw6y6V>x&3`Y_e;`xqR_O~OGZcR$2GVJ%{?_w+&^<4I7dt@L1< z-BHDe6J(4N8IbRt3Xc`+5VUt@MlhEkfjRxG$5oo2waMS+8e9}iL1~6%ioX}5Q%YiB zYDG!j-kDne_Tl5KfKB|r9z6FHyA})fW8@Z&%A?rN1IGzy z!ON2n5SJYncd8pGw^Kkj%7s|z%uj+q6l+HsU16%mW)S1LIQscbe%Cr!%@s7iKL-}V zNH!LCeGFh)0!1t0ooxm-wD};o&;S~QYhxs+ ztl@O@-SfR|?G-U5~8P4Ghv)H-Sl@JbT(kn_@{aph{gWx7Rg zX~j_XLC;8P(k|gsOHSA#&{I}{=eP;5M)TmeorsBd*<`Ma8DG?C1q0Mrsl;1V2RJUD z-K09AIz|X^Ic3t9!-$)=@ey^uZ@9CRqe757*_4lG%H^9s)-gc^s*G?_8@vtjH zkR$3pC4_<}QCgK6QQ*hkwHTLH6}3);2+E6uy3zB4j)|VSs${CL8v$ULQd2OEdfRJi zMHx_H21iE|DgrHEKiF$mMZ72QLl$k2z%Y2N7l2iHL5si!pEe?Hc3H8i)G@mf^96-S zP@gl1_5p!&7!?AP1)j|uEp_$LzCGK7?M+dk;a9h$BkY0czz1<;S~)i#cK5}JlOxOu zXP`Je>ZaiD(TAZfgO73Ly2OL-kNhO5l8idbk2}U`Xlc9Qtfx?$c;{t=6)I$B zzu?Hd95-5hNesD)eQ*`|-M3ue>erb;J!=Oyx!C>U`{`xpsL}Ng1ogr{OE|x5%%Jxb zGF%lvVLm|kYx)Lp+Q}Ec#9z>?%c@vQUHNpO(PsUW=Z8@{;Z@LSJw+6F-y|&?zafh7 zi(hW#Upz#_@nYeX^{TJnIPM!lhfIF)WPy#t4Pdm|jUULG2E^F7%)%e2#hue-^h?Ji z?6J9<(4M#68FtC>-Yh_4y(tSTFmy|&KnHC$3tw0-?lEG2Jca1m^^ULZYME*-IpyhC zgxJ7y`Rj49IbRnO6I*a$lOQN20_}ua!YeB?0-;=(e?Nv&VWMntevnB(ELBC9ckS7K zE=s`q&fURis%f``kuE-n=>GOW^i=9ouX#p=hz92e?@x^7sDemvyK^&rVji(CFV{(= zXLr_PwMFqUDoFh~EEi$XphgnFKQCWRI4m(~(LWO8$gmpa@%+yX(;1ek<1u?5J#7wG ze1p*ig=U&cS};NmF0~mulu=c&K0V>oW^~`_7F$*bz3YOaPd;AUD=DeZeEjaq$jB-0 z<0eNe&M4gCs#u8&=@nL8Izmw`3Xwjpm52%KI)r=mI%btk3wGb~6_ySJlqY~1$wbs{ zY?SnChM*{~QNMeOXAx)NNysS7mptDR*eHYeOxA~9c)z$GKNPHm&`K>roNo6yjznhC zjsc2d2Iyqp$>2|a_+u)M1!OI24f<*~J7cBZ^q+R8EF1CH$H7joR(RwXN{F3u(D^}< zy91Ie$b|T1cL+p91yOA+%;K88_UxtAxjw^bBD#&KsJyOMj7L>MACvn0!p$1 z?M1*1#~&j|IGE~FTL$x*cB8y3FZQ$Z>oj+RK8e0R{@m;#<6||tBS4t_{Zzh(x37`9 zCFD5vYj`QFLfV9Oz+75|g1|vMAG|B4R{`{tnf#7MeIz4UrH>WB*=~P{Xb#&WC?bAs zPqDl7=m9+n^0OxusF5px%d{+?^$wrA4Rc|Vv+vfdimvog9P|g4I z4U5vl_4m^%mD!|&Tp3hsM3(*p))kP@rl$|M^YuKBE)qT8*SMJBiFyUs*{8cbUE{*? zk)w7Ks5m#VBL)hLNx=Gw_dqNSzdn$E=S}VVw@1$S3$FK^Lk5H$L ztqX5&b{54YAjB#Ze!$3O%qf~xJn6;bY3bo3iwjr+A3lqR*2oN!H2onLwr!D5*5;%~ z$9KmU9?=*-!oj}H#B@=QMcvsgMauQQ`7*h}lYTf%>GZ)=-)a7}qg!tnwgyC!c`f_O zdrZz+>#;6Bn7kT;LY|*;lhJ66aic#BY6I`l8ZXXGU2@&FmWY0JqCn-uM*_Z61Q?@XJj!IdMrI{p4C}U~t%Ve43y>4`R z_33=xf8gz>K264RKhOQ#*L8pI?_xL-XB!rxmSN>&7=z-$EX{t_2$j7Ju2vj;msml2 z#`@@LTokJ~h;RrW&g<`M^L^;WyL+J0HmqrGzuZV3b?S||3-`U?#Air=2D6(Zgb_mw!baGmEs_m<(srKaBB%sxza&)TctS{L67b;!a zG`A(b&R@Lg(;iXIfW=2@_bLB`ouJPH=G;r^&}E~s2mvkT9rMTbeNQ5}9kw6IP0C44 zxI266ek%PEnUWOdyOC9IuH9MtNrlL`_k>UyHOS7QKPi;DJTKKAFw+{0H{qEF&)EEz zoLhzyIY3cxc9JH*_N%TC^*AF}-LIIt=V8|;P+~X%f&S8!Ezgp9reM-sXE%( z1Mnh#xa`8$Vye^|N!T>JvHSA&q8$dONGO(XG7bL$C~KSJKjj0QBXd1GR&&hK&v81cou>X@^myMA=YLEa(!Rw8Vr;dnSYYADjssNn-80Cc{^;=Rc{YowuN{ zqVh~eetDZ^DIY<)ikHH`b>G%ixy&e!(DjBE+MCnFKV0JB-evX%R-VHraCPqSnyhf2 z`b_(1oCQ$H%(DbMsMf#rvX2a~cVs7@MeE4v=Rik`WgLD0Eon%gv!ANfE(1CzGJ{8v z1Hc!hrz;3%MDb%y#EhzbrY8EjCbIf3m?jxXM%#GAF%Hmt34H`teZHHt6578eAwuAH zXzbqhHq}hT_yoaqas^!sZ=BN}S;NjBhErVmDK2^>)hx%|g0aq<%kbsvO-q=g7R$Xf7gZAJzG$s{l2~8OW_7+#Lb9n=%K|{^2 zH5L@rxueryldFq@t1t6@3va#h!DySa4H)6r5*W>T7|mUL z_V7kKGQ3=ije3v-j7F?T$0EKnVD3U06f9lQ{=z>}h$2(5UKJ@D-YVq^3Qyrq>M-uT z9Xu~V{VUUCtDLPCb6>))TbnpAG7qWKX0bp%I={YQ?dCm5IOSK{+)#{D9OsN5i|%>9 z;ay_g0pR$Mm8U@GvhDO$-(1!Z;wk`L(|L?*;FXatz410>gkL$WJcvu1Dz$X|q7j*SSOoBOSUtMeKWC20J zvJd$X65bc$-y>7>kyU=9zS^BjYO#8=Ci0#i@Bz0sz5vJWU3&2;$)hoU{(2Q}vNrVt zyf>E6@o1;73p-M&FGgo^SI8}A{^1P})Ldw{a|$Ixcbwg5)@w;sm4%k$qEi`Ai{8Og zcbfe$4vHx$^5qvdgwoI49QVo@-vgrw5!`#S%gTp?{?;D`B8B0%rOlmz{m2{O(+bWr z8#>e zIA%A#RfA9{0kW4o-9avZCwJhkNBDYMJLFUOJenVvi zO>1YUkRx6)F3ANDW9t*^r7kAUIruz@PE&|9$k93k&-9Orv#b$U5oJ#gYCV9##GMtm zADSIAA-MB5AREh;%0}DBKeN>4b@2mLT9f-gNbtgD zx|TOsfaq9sfM4_n9OkvgO-I=KFE&@Z3GZ!(rC&u>9pLuj9H3}=*)2yt;u|rKcP<=Q z0AHu1mV#iq{!<~o5fh^g`Qs6cHT3JHI)mNb;8_sM*i92n(iFKAY3^;R(#6j_{PET? zXGk|`I&K!B@{7 znOh#CPuH{oVa_aVU)%!*4;Op;7&OF>;H)hC2Zf+lOK9eeM{(B*)tMelsX$xwx9W!$))eytZ*y`?Yv5 zh{<>+v8{sAS)|^nX=SyBYMxu=!}-=L7J~|)w(GT zE$y}|6S41+Buw^; zl>c*!Ja*Q|sKEf^;4{rUwX?#?czTN-A-RhI_>mJKU02dDj9Bu9k_J75jLG_KSS_Mh zKkM4R)+<)B^YxyJ>5+T%qEbq*Qvr$tsdpl%9%09lBGHi3q;6FP*L1>SBYp}iK@f{) zU6Yf3x_)Wl?@ zoLg%=&GLV&G$8du>#UnF=cY{Nh%apkpX4ruW;Ll8JM~@W?!^io5MShoByoys22|SKkocLDYv3v#5Kqrnlbw%eJ`<>;Xk@!IoueW1g#y_BQ zb?|Zh1GTj8l4%3+Jh1GhW1|TF@bNkL_}rVs=B48W2|^bD0r^nF&56Xjb3Q|bEj4wY zift+bIht&caO0P%~qk@+4)ISCXqpjXbsjnnn%}!+4h_KvE2E|3QDylD>nz)=-}9$CtN30Ljj6 z&oL{xn1=AVfSF!FCpZv8b}f+L)ps%czakmYt;G_dQwuJ%E7^x;ILUz9;d7af`$0$A zOUnl2x$^IGbrP(1GyTgdbTcou^yjk97;YG&Txvgo57)TJk|( zOBCaTqT+{?yRU9`p6qWbpLzTBU>MCo8b3#HWlQ8;hSK6q&Mpk(OazWv9NI(-D+PdF zw-q*tCOt9WGdC1m{_u1~C+wW8k?kS;d!c&5XTd>9B&KGi^#M?fe7;+OSGYZq&YA*D z3F+P+fqVNqoQxUTDY~niQ21C5R6Jr1abTek2X=@6Y<0{;YF16!*T?h*&!Dy-c%9H$ zfTAX4!k2-EVLj8P^ zK)elfZ>kZl!8PD=3xEbc707(52Gl1A~^*Hb=px}}9)*vA)z!8sQ$ z6~CHmyWi-M*TRW9h%*|lI{OlHEJH8$+%K#7F186!{CYxuXm_u09W0#rbb3Ll^!Mg{ zWz4fYM8J({s_aR^9E4qUSPx>d$sfx+28?>-c@luo7?LhWrqvcej&xp27H5<@qwWy^ znx+0RWs}fd7eiQKS<5W!D@7m_Rxeskyi{L*^?G3k)Ix?__$Eg-0=?u9gsYb^vmGR4 zfYs^sfzNang#{wt!DH_M9XyA2EZb(StQzWJOWq3LUsqTKNI^U1Qyx)e=-UVrH(XjD zKj$km#mXO)RLokH*(@Gq(G%QbZ*Q-epQ+goz*7pT9@!rPx+l^hx@{F*V`?>e`z*0j zAQ-(wwSe2x?+~yU=KS@TUK!3QJ?tkHaf>S;X&rZ_W?C@WNrJ+dr5Ui0Q+vT#N)Q>L zYte;f08 zaPqs1?kO%c@gx7uJtP^grD@Yc4$CeVh13&WNLtRj-Mi{FJ%>Pgb-fwP;4E>uZ^~iZ zCtX}zqJPVb8USd-w)2413&>4~EuW7dMl2xvDWK**0&j$py@MDKH9C&1q}6{Tn$=3K ze0h6Uhk=KH+f$6-NytH$-a7Jr-aeZG*zC?pF=mSKg^l%OQmBW=|w8Agj!0!%|ZeK&{e>9<4lH2ABlw zd$L}YESK&lfs9^bYyn{X({L^$ZqWutWXC5Qk6(6uLd97(b84e^60B8A1=`{CU~v4! zK0khydn;X9@G+=R3B~m+edo*6Kp%Sqf4f*UFqzJ;Et1IETc-mcMxyi>zqH})B3?BvTX=_x9oMg0X@nzo9G%H?)t+A}n%pUs3-b*N zCqXq}LC>R%>wsxWsH*}Br6?n}3yjvidKJQW)zA>G+R~#HpiOE3=Mvdc@bnRzjr-;v zl%jiJ9yh*x50Wa;Dur6;oTuZxwYjeE%MaTB8Ru{l9gu*jXe`pNTmVH&^i83E?l>UO$Q@7B4D5{8G_nX&!0GG7Jq4c@rQurfj9WS`@R->gn z7BtnU$~)4t?FQ2ZFlsQnF7(B@ht)%}+IrQ`T}Fi>Y5|lEw`!55z;v8O%mJI=*a`Ov z_H;e~)U5=46+75<7bz2~7)WAHR@$&_>8^fht30?-!=c2J^2OqTJG~Ns9KBE+LaV2y zjb$644>CR33a2cw3=Yd8SoY4pet{uuJLr6}+s*cC=ZXH-49A%A@$VwR%Kqz;`t@(; z1pxChE0J9H{r2*I{xsAMq6^PIw8kE&LCiR4w{ju<^2_mNXi|}5|5!2nzpq0q9wzha zEWJ}-{{PAW+# 2  inclass1 + +

diff --git a/docs/search.json b/docs/search.json index 2481571..a19f7e6 100644 --- a/docs/search.json +++ b/docs/search.json @@ -46,7 +46,7 @@ "href": "assignment1.html#hypothesis-testing-in-r-programming", "title": "1  Assignment 1", "section": "1.6 Hypothesis Testing in R Programming", - "text": "1.6 Hypothesis Testing in R Programming\nhypothesis is made by the researchers about the data collected for any experiment or data set. A hypothesis is an assumption made by the researchers that are not mandatory true. In simple words, a hypothesis is a decision taken by the researchers based on the data of the population collected. Hypothesis Testing in R Programming is a process of testing the hypothesis made by the researcher or to validate the hypothesis. To perform hypothesis testing, a random sample of data from the population is taken and testing is performed. Based on the results of the testing, the hypothesis is either selected or rejected. This concept is known as Statistical Inference. In this article, we’ll discuss the four-step process of hypothesis testing, One sample T-Testing, Two-sample T-Testing, Directional Hypothesis, one sample -test, two samples -test and correlation test in R programming.\n\n1.6.0.1 One Sample T-Testing\nOne sample T-Testing approach collects a huge amount of data and tests it on random samples. To perform T-Test in R, normally distributed data is required. This test is used to test the mean of the sample with the population. For example, the height of persons living in an area is different or identical to other persons living in other areas.\n\nSyntax: t.test(x, mu) Parameters: x: represents numeric vector of data mu: represents true value of the mean\n\nTo know about more optional parameters of t.test(), try the below command:\nhelp(\"t.test\")\nExample: \n\n# Defining sample vector\nx <- rnorm(100)\n\n# One Sample T-Test\nt.test(x, mu = 5)\n\n\n One Sample t-test\n\ndata: x\nt = -48.013, df = 99, p-value < 2.2e-16\nalternative hypothesis: true mean is not equal to 5\n95 percent confidence interval:\n -0.09369424 0.31061130\nsample estimates:\nmean of x \n0.1084585" + "text": "1.6 Hypothesis Testing in R Programming\nhypothesis is made by the researchers about the data collected for any experiment or data set. A hypothesis is an assumption made by the researchers that are not mandatory true. In simple words, a hypothesis is a decision taken by the researchers based on the data of the population collected. Hypothesis Testing in R Programming is a process of testing the hypothesis made by the researcher or to validate the hypothesis. To perform hypothesis testing, a random sample of data from the population is taken and testing is performed. Based on the results of the testing, the hypothesis is either selected or rejected. This concept is known as Statistical Inference. In this article, we’ll discuss the four-step process of hypothesis testing, One sample T-Testing, Two-sample T-Testing, Directional Hypothesis, one sample -test, two samples -test and correlation test in R programming.\n\n1.6.0.1 One Sample T-Testing\nOne sample T-Testing approach collects a huge amount of data and tests it on random samples. To perform T-Test in R, normally distributed data is required. This test is used to test the mean of the sample with the population. For example, the height of persons living in an area is different or identical to other persons living in other areas.\n\nSyntax: t.test(x, mu) Parameters: x: represents numeric vector of data mu: represents true value of the mean\n\nTo know about more optional parameters of t.test(), try the below command:\nhelp(\"t.test\")\nExample: \n\n# Defining sample vector\nx <- rnorm(100)\n\n# One Sample T-Test\nt.test(x, mu = 5)\n\n\n One Sample t-test\n\ndata: x\nt = -60.107, df = 99, p-value < 2.2e-16\nalternative hypothesis: true mean is not equal to 5\n95 percent confidence interval:\n -0.08989113 0.23541766\nsample estimates:\n mean of x \n0.07276326" }, { "objectID": "assignment1.html#reading-a-.csv-file-in-r", @@ -60,6 +60,13 @@ "href": "inclass1.html", "title": "2  inclass1", "section": "", - "text": "2.0.1 Amazon Products Dataset 2023\n\nlibrary(dplyr)\n\n\nAttaching package: 'dplyr'\n\n\nThe following objects are masked from 'package:stats':\n\n filter, lag\n\n\nThe following objects are masked from 'package:base':\n\n intersect, setdiff, setequal, union\n\n# Using read.csv()\nmyData = read.csv(\"/Users/gozde.ugur/Downloads/archive (3)/amazon_products.csv\") \nen_cok_satanlar <- myData %>% \n arrange(desc(boughtInLastMonth)) %>% # satisadedi sütununa göre azalan sırada sırala\n head(5) # İlk 5 kaydı getirilk_5_kayit \n# Show only selected columns\ntop_5 <- en_cok_satanlar[, c(\"title\",\"stars\", \"price\" ,\"boughtInLastMonth\")]\nprint(top_5)\n\n title\n1 Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls\n2 Amazon Brand - Presto! Flex-a-Size Paper Towels, 158 Sheet Huge Roll, 12 Rolls (2 Packs of 6), Equivalent to 38 Regular Rolls, White\n3 Stardrops - The Pink Stuff - The Miracle All Purpose Cleaning Paste\n4 Amazon Basics 2-Ply Paper Towels, Flex-Sheets, 150 Sheets per Roll, 12 Rolls (2 Packs of 6), White\n5 Hismile v34 Colour Corrector, Tooth Stain Removal, Teeth Whitening Booster, Purple Toothpaste, Colour Correcting, Hismile V34, Hismile Colour Corrector, Tooth Colour Corrector\n stars price boughtInLastMonth\n1 4.8 24.42 100000\n2 4.7 28.28 100000\n3 4.4 4.99 100000\n4 4.2 22.86 100000\n5 3.4 20.69 100000\n\n\n\n#kategori bazında grupla, satışları topla\ncategory_sales <- myData %>% \n group_by(category_id) %>%\n summarise(category_sale=sum(boughtInLastMonth)) %>%\n ungroup()\n\n\nprint(category_sales)\n\n# A tibble: 248 × 2\n category_id category_sale\n <int> <int>\n 1 1 1099750\n 2 2 67400\n 3 3 262100\n 4 4 145050\n 5 5 500500\n 6 6 1509950\n 7 7 46650\n 8 8 128550\n 9 9 197550\n10 10 2092300\n# ℹ 238 more rows\n\n\n\n#kategori bazında ortalama fiyat\ncategory_mean_prices <- myData %>% \n group_by(category_id) %>%\n summarise(mean_price=mean(price),median_price=median(price) ) %>%\n ungroup()\n\n\nprint(category_mean_prices)\n\n# A tibble: 248 × 3\n category_id mean_price median_price\n <int> <dbl> <dbl>\n 1 1 15.6 9.99\n 2 2 28.4 11.0 \n 3 3 16.8 12.8 \n 4 4 78.2 22.0 \n 5 5 15.4 9.99\n 6 6 15.0 9.99\n 7 7 19.2 14.3 \n 8 8 18.7 14.9 \n 9 9 20.6 15.0 \n10 10 17.5 13.0 \n# ℹ 238 more rows\n\n\n\nglimpse(myData)\n\nRows: 1,426,337\nColumns: 11\n$ asin <chr> \"B014TMV5YE\", \"B07GDLCQXV\", \"B07XSCCZYG\", \"B08MVFKGJ…\n$ title <chr> \"Sion Softside Expandable Roller Luggage, Black, Che…\n$ imgUrl <chr> \"https://m.media-amazon.com/images/I/815dLQKYIYL._AC…\n$ productURL <chr> \"https://www.amazon.com/dp/B014TMV5YE\", \"https://www…\n$ stars <dbl> 4.5, 4.5, 4.6, 4.6, 4.5, 4.5, 4.5, 4.5, 4.5, 4.4, 4.…\n$ reviews <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…\n$ price <dbl> 139.99, 169.99, 365.49, 291.59, 174.99, 144.49, 169.…\n$ listPrice <dbl> 0.00, 209.99, 429.99, 354.37, 309.99, 0.00, 0.00, 0.…\n$ category_id <int> 104, 104, 104, 104, 104, 104, 104, 104, 104, 104, 10…\n$ isBestSeller <chr> \"False\", \"False\", \"False\", \"False\", \"False\", \"False\"…\n$ boughtInLastMonth <int> 2000, 1000, 300, 400, 400, 500, 400, 100, 500, 200, …" + "text": "2.0.1 Amazon Products Dataset 2023\n\nlibrary(dplyr)\n\n\nAttaching package: 'dplyr'\n\n\nThe following objects are masked from 'package:stats':\n\n filter, lag\n\n\nThe following objects are masked from 'package:base':\n\n intersect, setdiff, setequal, union\n\n# Using read.csv()\n\nmyData = read.csv(\"/Users/gozde.ugur/Downloads/archive (3)/amazon_products.csv\") \nen_cok_satanlar <- myData %>% \n arrange(desc(boughtInLastMonth)) %>% # satisadedi sütununa göre azalan sırala\n head(5) # İlk 5 kaydı getirilk_5_kayit \n# Show only selected columns\ntop_5 <- en_cok_satanlar[, c(\"title\",\"stars\", \"price\" ,\"boughtInLastMonth\")]\nprint(top_5)\n\n title\n1 Bounty Quick Size Paper Towels, White, 8 Family Rolls = 20 Regular Rolls\n2 Amazon Brand - Presto! Flex-a-Size Paper Towels, 158 Sheet Huge Roll, 12 Rolls (2 Packs of 6), Equivalent to 38 Regular Rolls, White\n3 Stardrops - The Pink Stuff - The Miracle All Purpose Cleaning Paste\n4 Amazon Basics 2-Ply Paper Towels, Flex-Sheets, 150 Sheets per Roll, 12 Rolls (2 Packs of 6), White\n5 Hismile v34 Colour Corrector, Tooth Stain Removal, Teeth Whitening Booster, Purple Toothpaste, Colour Correcting, Hismile V34, Hismile Colour Corrector, Tooth Colour Corrector\n stars price boughtInLastMonth\n1 4.8 24.42 100000\n2 4.7 28.28 100000\n3 4.4 4.99 100000\n4 4.2 22.86 100000\n5 3.4 20.69 100000\n\n\n\n#kategori bazında grupla, satışları topla\ncategory_sales <- myData %>% \n group_by(category_id) %>%\n summarise(category_sale=sum(boughtInLastMonth)) %>%\n ungroup()\n\n\nprint(category_sales)\n\n# A tibble: 248 × 2\n category_id category_sale\n <int> <int>\n 1 1 1099750\n 2 2 67400\n 3 3 262100\n 4 4 145050\n 5 5 500500\n 6 6 1509950\n 7 7 46650\n 8 8 128550\n 9 9 197550\n10 10 2092300\n# ℹ 238 more rows\n\n\n\n#kategori bazında ortalama fiyat\ncategory_mean_prices <- myData %>% \n group_by(category_id) %>%\n summarise(mean_price=mean(price),median_price=median(price) ) %>%\n ungroup()\n\n\nprint(category_mean_prices)\n\n# A tibble: 248 × 3\n category_id mean_price median_price\n <int> <dbl> <dbl>\n 1 1 15.6 9.99\n 2 2 28.4 11.0 \n 3 3 16.8 12.8 \n 4 4 78.2 22.0 \n 5 5 15.4 9.99\n 6 6 15.0 9.99\n 7 7 19.2 14.3 \n 8 8 18.7 14.9 \n 9 9 20.6 15.0 \n10 10 17.5 13.0 \n# ℹ 238 more rows\n\n\n\nglimpse(myData)\n\nRows: 1,426,337\nColumns: 11\n$ asin <chr> \"B014TMV5YE\", \"B07GDLCQXV\", \"B07XSCCZYG\", \"B08MVFKGJ…\n$ title <chr> \"Sion Softside Expandable Roller Luggage, Black, Che…\n$ imgUrl <chr> \"https://m.media-amazon.com/images/I/815dLQKYIYL._AC…\n$ productURL <chr> \"https://www.amazon.com/dp/B014TMV5YE\", \"https://www…\n$ stars <dbl> 4.5, 4.5, 4.6, 4.6, 4.5, 4.5, 4.5, 4.5, 4.5, 4.4, 4.…\n$ reviews <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0…\n$ price <dbl> 139.99, 169.99, 365.49, 291.59, 174.99, 144.49, 169.…\n$ listPrice <dbl> 0.00, 209.99, 429.99, 354.37, 309.99, 0.00, 0.00, 0.…\n$ category_id <int> 104, 104, 104, 104, 104, 104, 104, 104, 104, 104, 10…\n$ isBestSeller <chr> \"False\", \"False\", \"False\", \"False\", \"False\", \"False\"…\n$ boughtInLastMonth <int> 2000, 1000, 300, 400, 400, 500, 400, 100, 500, 200, …" + }, + { + "objectID": "inclass2.html", + "href": "inclass2.html", + "title": "3  inclass2", + "section": "", + "text": "library(dplyr)\n\n\nAttaching package: 'dplyr'\n\n\nThe following objects are masked from 'package:stats':\n\n filter, lag\n\n\nThe following objects are masked from 'package:base':\n\n intersect, setdiff, setequal, union\n\nlibrary(ggplot2)\n\n# Using read.csv()\nmyData = read.csv(\"/Users/gozde.ugur/Downloads/movies.csv\") \n# Show only first 5 record\ncomedy_filmler <- myData %>% filter(Genre == \"Comedy\") %>% slice(1:50)\n\n#ilk_5_kayit <- head(comedy_filmler, 5)\n# Show only selected columns\n#secilen_sutunlar <- ilk_5_kayit[, c(\"Title\", \"Genre\", \"Year\")]\nggplot(comedy_filmler, aes(x = Year, y = `Audience.score..`, color=`Lead.Studio`)) + geom_point()" } ] \ No newline at end of file diff --git a/inclass1.qmd b/inclass1.qmd index 4b02096..6ed798e 100644 --- a/inclass1.qmd +++ b/inclass1.qmd @@ -16,6 +16,7 @@ editor: visual library(dplyr) # Using read.csv() + myData = read.csv("/Users/gozde.ugur/Downloads/archive (3)/amazon_products.csv") en_cok_satanlar <- myData %>% arrange(desc(boughtInLastMonth)) %>% # satisadedi sütununa göre azalan sırala diff --git a/inclass2.qmd b/inclass2.qmd new file mode 100644 index 0000000..b10eff9 --- /dev/null +++ b/inclass2.qmd @@ -0,0 +1,27 @@ +--- +title: "inclass2" +author: "Gözde Uğur" +date: "`r format(Sys.time(), '%d %B %Y')`" +output: + html_document: + toc: true + toc_depth: 1 + number_sections: true +editor: visual +--- + +```{r} +library(dplyr) +library(ggplot2) + +# Using read.csv() +myData = read.csv("/Users/gozde.ugur/Downloads/movies.csv") +# Show only first 5 record +comedy_filmler <- myData %>% filter(Genre == "Comedy") %>% slice(1:50) + +#ilk_5_kayit <- head(comedy_filmler, 5) +# Show only selected columns +#secilen_sutunlar <- ilk_5_kayit[, c("Title", "Genre", "Year")] +ggplot(comedy_filmler, aes(x = Year, y = `Audience.score..`, color=`Lead.Studio`)) + geom_point() + +```