From bdfb45a21a806a5279e96a719eb3e5c379e672e7 Mon Sep 17 00:00:00 2001 From: Maxime Wack Date: Tue, 19 Nov 2019 06:09:35 +0100 Subject: [PATCH] Complete course 3 --- courses/03-design-tabulaire.Rmd | 181 +++++++++++++++++++++++++++++--- courses/03_img/Edgar_F_Codd.jpg | Bin 0 -> 42656 bytes 2 files changed, 168 insertions(+), 13 deletions(-) create mode 100644 courses/03_img/Edgar_F_Codd.jpg diff --git a/courses/03-design-tabulaire.Rmd b/courses/03-design-tabulaire.Rmd index f1ae383..12a004b 100644 --- a/courses/03-design-tabulaire.Rmd +++ b/courses/03-design-tabulaire.Rmd @@ -15,8 +15,19 @@ output: --- ```{r, include = FALSE} -library(ggplot2) -library(dplyr) +library(tidyverse) +library(DT) +library(knitr) + +opts_chunk$set(echo = F, + warning = F, + error = F, + message = F) +options(DT.options = list(paging = F, + info = F, + searching = F)) + +datatable <- partial(datatable, rownames = F) ``` class: center, middle, title @@ -38,6 +49,11 @@ class: center, middle ## Visualisation de données tabulaires +--- +class: center, middle + +# Principes de design + --- class: center @@ -53,7 +69,7 @@ class: center ### ... --- -class: center,middle +class: center # *Principes* de design @@ -64,7 +80,7 @@ Autant de principes que de designers [https://principles.design](https://principles.design) --- -class: center,middle +class: center # Principes de design @@ -76,8 +92,7 @@ class: center,middle ### Contraste --- -class: center,middle - +class: middle # Unité / Harmonie @@ -92,8 +107,7 @@ class: center,middle .pull-right[![:scale 100%](03_img/princ_unite.png)] --- -class: center,middle - +class: middle # Motifs @@ -106,8 +120,7 @@ class: center,middle .pull-right[![:scale 100%](03_img/princ_motif.png)] --- -class: center,middle - +class: middle # Équilibre @@ -124,7 +137,7 @@ class: center,middle .pull-right[![:scale 100%](03_img/princ_equilibre.png)] --- -class:center,middle +class: middle # Hiérarchisation @@ -143,7 +156,7 @@ class:center,middle .pull-right[![:scale 80%](03_img/princ_hierarch.png)] --- -class: center,middle +class: middle # Mouvement @@ -158,7 +171,7 @@ class: center,middle .pull-right[![:scale 100%](03_img/princ_mouvement.png)] --- -class:center,middle +class: middle # Contraste @@ -211,3 +224,145 @@ class:center, middle class:center, middle ![](03_img/devourThePie3.gif) + +--- +class: center, middle + +# Visualisation de données tabulaires + +--- +class:center + +# Excel + +![](03_img/excel_data.png) + +--- +class:center, middle + +![](03_img/excel_menu.png) + +--- +class:center, middle + +![](03_img/excel_graph.png) + +--- + +# Edgar F Codd + +.pull-left[ + +### 1923 - 2003 + +### Prix Turing 1981 + +### Inventeur des **modèles relationnels** pour la gestion de bases de données + +### Définition des formes normales dans un papier de conférence en **1971** + +] + +.pull-right[![](03_img/Edgar_F_Codd.jpg)] + +--- + +# Formes normales + +## 1NF : une donnée par cellule +*Le domaine de chaque attribut ne contient que des données atomiques* + +## 2NF : 1NF + attributs par clé +*Un attribut non-clé ne dépend pas d'une partie de la clé mais de toute la clé* + +## 3NF : 2NF + attributs de la clé indépendants les uns des autres +*Un attribut non-clé ne déponde pas d'un ou plusieurs attributs ne participant pas à la clé* + +--- +class: center + +# 1NF + +.tiny[ +```{r 0nf} +data.frame(Produit = "TV", + Fournisseur = "samsung, sony") %>% + datatable +``` +] +↓ +```{r 1nf} +data.frame(Produit = c("TV", "TV"), + Fournisseur = c("samsung", "sony")) %>% + datatable +``` + +--- +class: center + +# 2NF + +```{r 2nf} +data.frame(Produit = c("TV", "Phone", "TV"), + Fournisseur = c("Samsung", "Samsung", "Sony"), + Ville = c("Seoul", "Seoul", "Tokyo")) %>% + datatable +``` +↓ +```{r 2nf ok} +data.frame(Produit = c("TV", "Phone", "TV"), + Fournisseur = c("Samsung", "Samsung", "Sony")) %>% + datatable + +data.frame(Fournisseur = c("Samsung", "Sony"), + Ville = c("Seoul", "Tokyo")) %>% + datatable +``` + +--- +class: center + +# 3NF + +```{r 3nf} +data.frame(Fournisseur = c("Samsung", "Sony"), + Ville = c("Seoul", "Tokyo"), + Pays = c("Corée du sud", "Japon")) %>% + datatable +``` +↓ +```{r 3nf ok} +data.frame(Fournisseur = c("Samsung", "Sony"), + Ville = c("Seoul", "Tokyo")) %>% + datatable + +data.frame(Ville = c("Seoul", "Tokyo"), + Pays = c("Corée", "Japon")) %>% + datatable +``` + +--- +class: center + +# À plat + +```{r flat} +data.frame(Produit = c("TV", "Phone", "TV"), + Fournisseur = c("Samsung", "Samsung", "Sony"), + Ville = c("Seoul", "Seoul", "Tokyo"), + Pays = c("Corée", "Corée", "Japon")) %>% + datatable +``` + +### Opération facile à réaliser + +### Chaque observation contient toute l'information + +--- +class: center + +# Avec ggplot2 + +### Relation **1:1** entre *observation* et unité de *geometry* + +### Valeur d'*aesthetic* directement accessible par *observation* diff --git a/courses/03_img/Edgar_F_Codd.jpg b/courses/03_img/Edgar_F_Codd.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7e36866579c5d9e7c9a261bcd2ce6267ce12652 GIT binary patch literal 42656 zcmb@t1yEg0w>EficXxMp3+}E5cPF@8aCbOJa1ZV-!3i$G-61#x5B`(){pQ}eQ!_RH zRL$DevU>Gi{haQ7cJ;HW_xtkuHUL#lN>&O01`Y;D`?vt_=SZ9?){btDuGWrDq#Vqw z0A4X!MTm32UqSub0|54M{ipnEgGBnr2KkYD{nPj6A076e{3H9P5BxtG*uNSL>OUI% zho651{Ga=7|54BZTpuMEfaxQL{-*`(AM3+Eb;1vX|F;5h^q-Ob9ry1DAKt-5{!Ra} zVScm%0DqDG;}a6`uZsA0q`yd%Ka$f&`V9csd=!Xi09*jr`~RFH8Gy_Of;RxQl#QJQ zsi%vLo129Lsi`-qsJWx51?hjyTp1}BGyD4m0QsMGfO+7DL$LQXKqvqa78Vu`77-2( z5e)$z0SyZU5fKFo7Xt$e0|OTg@gMn5@vriK&B2fm5Rj0OP?3>QF_DpxG5==BnE&2_ z_P^ucy%&H6`|(4SA;8E1;AmhFXkhOfACm(0J_siKff5SrANc_MS0Fwf4M-?x7+5%X zgpY;)pGGhMIK=;9L=llM3p^ zC@8Vi`b;@EU4m!CVW>drzjv<8T)D6d8$zfhk~PdF`-|MTab|(L7T1lT19R?sH&Qey z#bHgUgY)~h-8f{EMJZZRR%zrRk1KFi2b-%gmMYiVFHK02pen{@D)@ML6b? zKyEjS-T#8{|BQgT?GKqri~Tej`phFCC@X=Pw~F1o&Ql1kfd|8|R5Sjt538wrT{lb56TR;d ztF|t}Zi{#^PyECHd2n(2$;?zwS}^%eZ|<6y(e`5PHg^Po_G-GZwW8O~*p<$sISgi5 zZ5y~vq1eE zMvRQtGhXPV-;w9RPSlleMMB_2;K=vW7_F?}s4xdpS|UIe43Kv1 zP82ZhIb(|y*6*(L|9LVsjg__hi`{ztSAwm$Cx^qO=f`5m@h@Wgc~jt}HTkgkDf^n# zl1Sg$77u>AH8oj$2bA<~Yz0`1yTyapvY#1jD!zy3sTFeG!LD^x-#2GXODd_5|-<~=UBf3ih(^%(1?>F z-O=M$Rcp+adryiT0!N)@_kK_rcYfPDsuVE}Br$362vMh+Ts<=Lrb1*?{EN$n#;*mF z?vB3r4{Uq3nY%ORt^r)<+MahTN+liP7p{k9_*_Dw_U<@S6ulf>9mK0OR^)58{n#ew z&+-{Zz%~a&;oNt?nZ2w6ir$GI>q^Ggm{Y!e`P|)~W4&)?=xwj2O9Gn@`6jQXofTO` z;gZweRvp5#z=)p+jAq{q-vPIIMLOQE^m8}|zxEIISA+_<8iw$m%*=F`cs#F(2N{K8 zEXDW0hZpS41yk7rC#MONkA+Pgu$9}_BHB{|HXL6yK{5Yeleu~xiw{HfNYC&k6##mntlg#7p!GSA|eIKiy)bi0s!|- zjB8I>_LRCF4ZP@ZAoX70@1Hl2(*sJa>wI-Ldb;$4GUa^aI^s}_YnfM1nveyh zo_pLUme#k-Bj)sm6#G$B{5ZNSIkPesEI9LCV}%8vcs7OkwY4z~-x{~u_mT~zJP=lUr91kS;?0Ve zlFD95%HI+`p0Gyx?C43XWf8LBc~*VyV|#A|NP2 zx%Hf0R%5jv1dANY)s5cZj_G=4ZTZeBE{GR{lB`H=Ugn72&?mQkY1|3broU*~)7V$dBuQzlgeDl*ZTZAecbr45Eemx2GKRkT% z6TZ*8EvNg{z<;auk|-Y{*wlpQx_-QN@jC6;rFFEW&FZtH-im#nd95uvWHxnjf%KNR zL2(=VI(@6RC~QzS^DAU{tT51g z!%D*aI0CnMOR@^}>FWvz^xt;7(s<8u4g(h*U$+Wwv4+;~&8*MgisF0&JZOC10m-+T z986ZFW*J5`OP^v8f@X@(b3lu&4hPC8<@>^%O~DKn8OXj04y4hq&<#C*F4b>l)!!FR zd|DM5v#t!{;;%i;yN7-3Z?`X+R|9y*)-O*hH>lV7S^eZTPPm>$$Cz$2OcKm!?*uQb zE~pla=C0VzM#c&hiGXJ}(6~D@u3HNI&`C?t)=JYqM)+3=If2+A_TlJ_g5V4+!FQctP z$z1!+q~{Fi(sAZZ?MC;!BWB}7={QC-BV%Fs(ca)4umICTQ`(BQ#NBc1T2Y!o_714l zSh8pGY|Rd2 z6-IuWC~`0edrL0C=T1kxJQPa)cr;YUCQ7R23~^*xt-;CQY^3sGI4>irtnMe@y51&H<_VnINXHFz`S1fw7h{rSR zohbqLH*J2LRt=~3u?<@cEnSYrH z3;-7FV^a(Uc;5xfmlYQ`Qc+Wul2wrW+XMhh6qOK@1pi|ks4k`Pcc1Ox=wR`;{GW2a_%BDAWBTjsf7U&Yo^gAMIe;A9YMq+kfhIf9tjyYT_U5fgg2bHw&-7_X23m=t$XFSvmeg zaMZnB-7M@~No5_(m;wLs`L`Rkw2O(itC`6MDPkg(HnF!iA!TP~|7-dGS^m!9zbbUB{@d|~t2Kc5#|r;%3;2Hv z#DB?qKL7z1j1e#g28ITB9|XjI5LIx9|1G=NP9I>P zKR6By7&t5d4IKj$4htKH9G8rmf{F(JF9!k#`#TIc1T-W#3>?@8MMHx^C&PdSuwjy8 z!HBX`sA8LlaX1H2a^k?MiBoYU75u(3bqQAIuJ4=KF_Vy_#{D2N9}o6lPTXmqA=Pb9 z`)NER!M3|PB@|2-*XNPkfA*CNRO_@G6siLR4KUg1!Af=*qQu;Ke~k@X@gqNPuID`A zGM9hh47J4q?m#wcrd_~0XchhB&>cJmAi{vovrNk;#D+zj%185o+RzPLhI#V&UuHmcLD|-r@nzpL)om)IX3&6vCPA|T^IW**Cu&y&)C>35ONi@ z_-QUR@gP115*?y9GY@~j!p|U~r-?^Ce|T~t0%8X(HSdk%=kI<#8N_cf4w#fIXRV{AxljkXn#w{Ebcbw;$9 zxo3M}qGH#x;lU;nik6T$fhOuB9M;?AN{(fPxXU8#(rr>?-ZkR1wh5g!vp{7nZP zowYwv6@D%=%R!vZ*yg2>7?sNo>r>rEzJ2u)gL%&VNvDylAGsE87^sQC;(qQ21i+vS zp5r?$E94xtpJ^49rZZoF#V)f2ushh1#NuOXe)9WgR+bi1C-=ZxCQ+;VDmo9C`BY>- z3sv1C?y(x2@-DfQxXHvRl-q@2R7o$4j|TT9zW?l3L}W}l9|LlPCI}0m08h-S^xHi~ z76p#^241oDXf|mVv9&OjpXuYga$_V-m!I&|G^&}YI4y;E;2sCEOVS7&T99e0PJSsj z(Do3tepzp~MKAu-9z*A^4Qt=M1Z1OFyCc_@``RtlbXs`wRbSbl#2hY=PSlufw4MC3 z(Up?+h1-)y-9e#HCUAqjWJi;T?1-Vb;~n6r82zQ2N2a5765 z+#(;$)lPJi4O2H^J1%}Jr$8~@(;X|&#nrXC10)9Y)Q`StnZxkKVH`w)1~EF}W=Uz{ zM|k(lmir%~zFadf&U!h0Lq;#?WB?o^6iB*BTi#@&erQ;DzcnI zbxqP0RO4dwl-1faiLNp)4!bl;tSPAuu=@8!_!0I3{CWoO%c$xdn_8@AY!D00vK*_| zS#>RT&5FF~Q&lg$L2v9Rk!9B2^5EcLfK!|TwI;eqXn@=?Z&MPlQkvF2_HO&c=cM<* z-um%lg<1g$`Vu-Ehh~1BsT1*W0mah52R@A-Cx*_+We(AqWtmyP$LTXEZ!ICgVWBPh zlhPYw4bRol`n4U-+~*Fx+12yJZu_B5^zq9Id~EublX$vV80E9>Sy%13)o=6ffSMee z8baBYC4CjXhaEd}*N9Mj6V3{l?wuL`Oa@fRBT-fT{3!L;rU`|iEc=eP>~ih41yj>W zuC?Ljw@)eIV~c(E%~E3x&9}{72LUHa3roiSU-ax_t=JkOF|7>HFs7!!X;fwT;5b_i znkjIuq$jpXI@|>auhOzF!k1%&tWLj({19|6U!$t87gubJBLCdr0KIx%V0!FRSjv&Z zvt{4K1!`N5tXw#}=(_)N<8}?;UQ*C*5u@8Fz!_2+mTegeQ7Oxx-*r@=jPlPs-KG~f z2&-TTEzSZ~uYV)t3FnuIKW2h;f~=e@(B9@(D3s-+D#^5vWC-{E>?D@U6HYIyP>FCx zDH^-S*7)S(VW42!rPLK` ze}sNuHLfKHP{0ZxASW#ON{*Um8g=YFMY;Cx9=%kvm~Imt$t4V#QYlN)i*vWzmBmJL zzU+*ttht-2_lK@hWlK$SZD`3Cglbii znz&HL7+cnRWDUH`qLNFD{<`Ax*%<}fxRRA;Ux_Kow6RXxk_y0Sg+%e6IgQtp7pIbO zJMtI{H9mf6_Z=Q^N|r|3z?Xg`^lz~ioLRl%T}l3#HgbHbP*gk{2Ien!o3`UpgSgHG za+^&#C52I!l*vGZ6_ND5$YsgfQS0(ge33dn40flBhu-1%hgXn>7aCvU$GjkhTx1kW zfOB)LrNL`w`KulF<;O#v=OokfmSr;4HF54lYuAmGz5yu>WrCuLI4ea_)>783NlKzr zlt5`|N#Adcc!QMRSqN8`1rea9fqJAd22KW#lG+rXmQ1uM z7R-(Hq8#=0R$7+lP3KMwKKlF$|a&GZup&gJ)QI>bGPOmm?7#VV-4J_5uw1GSZ;}J@*m=Y!KdGt z4x#hgIpbXslocy(_Ri3*=AKY^D1br7=QrvV*FVwXC|N5ySsPx8AGvHep{XyvKiLTr zxr&M2UXL-rBq38W^Z>TFBxT#0-%^FS^hEYG)wdkAL=T_K_;@7heHmqy{IxTNRv)*^1Sq`pwGi{Q`GwOg>u z=kkVi$;d70H_F}_$qo+cmEQGl8Q_@PA3E#3yo3z^-M4&{xsC2^ zKM$~^P#+<4D1&$q894S%>QicEFo!>{eyX%*txL!Z;oy}wu+&loO7m=~jVgF^-`DS* zzFKft2&!vLT4vc*A>zYA;@x27K>IUzOHL__!P<2Ob#L0U>fW0r5fWU^qkU<3;`Z^W zE+HjSPgDH<5lSqIGz9KnD=&(8w(w3_Y*fK+6BzWK{`+ayzu_o8W5A*;tO4`)SqN_MrD7QE4GnOC$OhkGi%%hoNE*?W=OKD0;6v zm*flUi7+wz5xh71t^{1AM2)V)46m!6pXpGW2f_GHvt!8MmU!DUn`51XQR21Hvp8O~GOod$0S={u)t7I6KN!qPQ7Jpv-*b*D>p2pBIwst} z_^F-760g$75vCXY2+Zyx|J)aULI5jQI}PaHTuS1woM z8~qK@1qaT~kky!-a!APzmef~;_r6O`}>i8q!o(XzrR@3~-c`YB+xl&yP{ z$~EN*xBFRHV9F!m-gPfh{~hqKQtRwO!>4>@=?cPn>>8#XT`=k$c1pa5&zNJXJ^s|7 z806#HkVZBb!o9>a;>vtq;(wTnK=mBbw4RCTVJ~iutn!*TSeIVGyBf<2Umsu@tWg9{ zH9)`fC#pvC&q0lcxKFdb9STRy%B(n_GE;r+VeX+Y%qWSFAV~T(DJyxV96#o$%Klep z$|lf^1Bd0)btxJ0Tmo>4(|!@7W|gBHD=o#;WypB5x7^!}ZXib9@Kcq>@l+;c9j<=( z(O_-gD-xHk=zOcBqjPU~EF-cQW4QU$NxF<`oj9XS1(n^*%7S7ZtGAsMZ~E9%o2Wh& zYt5!zm+zl_IO=0JXQ|EGnu_90{#Td6m}`PCjoJasp|fvV3)rvLm+k~$){RcaoJ9=l z_rt5zmpG=BDEClS3IaCE#z#xm!5v;2exK#zTpoezI8IH{*YK{ZI*E;^3tfHUM0fYG znsfAX&*zC5=kB*MCW4;!p=|V}X%sKFSECKqw)2p)pUK!NCke%k9JmKI*@0u*W=zf~ z^$e+QbNNZDMn4o3i-1q`0av1TwVd2)-t&1UMchQ|-L+Y_#fzhhix3bx5OQ!Cr(}3R5)KF2F@gG#2IY`pXktS} zUEq>Go>DMNcb*M5*HMyC0tshb-nKK?wvdQc;M%2tWAQ`P5q#g(nt5Hi0i2r~MKaWj{I)h~?e8vqFG8&EfGc(z5$6MOM4L*Fsx00wApG%3-ZjJ$_W_s1 z*aK8bD%ylihvUd#U#(l%Ilf4cf@1$vEQiOK9J7RjX!zIc=idm*GVK##(JlN?Hmg@ z^=Y%qHxJz$j>BHqa;PxmE$Y=|FRK$n!A1YEa|PjoUGk^dlS~OK{(af0RqWGZQKl~Q zYT0O(C?T9o>y6{?=E1G>{;0!>CS>YH)#vr72eCrl(=NFr;iBW~<*RJ$RBozh1~Jl& zyk#W*Ly!!>@_>n(Q0MOZU9{rb@L=PBq`|@I>#BpL^=SAomGtZwMi_oF&!p9-RUdXa zQhd7QjQ!aq)x<&3RLDP4GIrpdFb$FSdlv!eCP;lRmxB4zOFvVHg%{aAg3EO;CQO&{ zw(+FWzU|dCLGV{*X?}sTFml{qYQEh1=X^>BMK)JKUrBA%Hqj*P22@=*?jv2FXo}hi zh%vP*u3;c2buEj$N||4L+t*@NYyeRoH5iw3CPnY=BytS`QyDtIdaUbrlMB`>?B+yj zoYDedjNnsPy~MStiU-4GGR_kmNLDSYS&SJ+Q@BkhPIwqvU|Xs5Il4_04H2B4aSK1I zc`e#~nfS!ju$N+>`^N1rd*b$gbgrS&oHWd3Zqg$Z7KHGXkO0w`~os{9a- z4vndJ!bqwgRSUl{G_cwzRi_Gm$UCq>NO1=iI~2UvZr>ua**g+;oZZT~2A$ zr^y!9ib8mYA?bO>;|eP6HjjVNggh)1>nEFlcVwHfrp7^h|4_B8iZ0!tb^iLo48tHP z1hOqwTBY@IR#&XTZ@clYky^h{l44##Rx2!uMZ=on4|^`G37m}#pr`6CK^K4)gYvmN z;&jATP&j%iy1S$vlnSf?U^@5IVmW@e-p;_s1`pXWneMIXsA^UutyFW1E7kkX@xIq~ zvh~%cuKrPd3B8U=lgVG|yR-mzaP0vcV`4cE_vwfS_GpT1a*~`HEaT^{))Y`GNez+M z#Ihi*a+{*}4HJn31yCkyC7JDcSSwBI^f17N>y!Z#I`s@N%0D8TeHB(eJ)c5FiN<>> zRc!~(Cqd=VF{pct{|v*%QCVVp9cLDrAXlsyh1~u+`GROW63Vvs4p7Xq$Qz0)ibH!X z>GL{B_B9@~^XA_KA0gEbZ}r(Px#fNctGJPQw5aBU!}~7RACGy2KCU|dh_j#REfg|I zZ(}hwoGLXXBI9V{XxKuA(Agf`lfmcDt^!yTQowT>uh{%D$^7u@A`g=-w^}P#84J)YohgMe)?@aZ2D{ z1NA)rtlVU&RhToY`UNPs9?S$7x_8y?$ihHaqbc;~W~esNx^EauiVnt$XMQ~;3^lI` z-5c1`ma3AIf@Am*Lbcg@Cof!A&;#aco3YnNWc*G3y`= zG2g2{0wFr5X=lZOU_xsrIzrFjXJ+IkYV71HYoaZV?uw<0dK~|sJP$1rBy9_BNR~ab z9#l0XKHSq5x=OnsV$+@65K3FUL|~JkM`{F^P~Q#hK#s#Hp&LBkLJkuG1LWtF>)vRdaoEC(K z=41uj*;h;6_Ko)^HV)YP{8f7*T`xv!c3~n`zw)vkIk1M|>DSV; zu@O)SwDbi10wW8W8*%?wP-$04@Ve_|f0z7jlFVxYPJ5f9|g(k3ZxToC7 zT2qp_YwE0TQ>lG~ag|zr6~m)+7ETrsIMu>ehk_yarr@gW_MS?7z8-p*o~W}pFv=cA zE2@sD2z3CG&Qz(-^knX&hww~I#ziE7GCy{O6n{94UnW$L#m99`azv-~zjV^!iJ{_U z=)KYQx3VNgsQRp4hs3*Cw$GF;393@M$m6?oDa|4}ZObTpUQpDb_xWa0(Cj&NG5DE$ z>iFO}p|(~|2~=NMJ{>FmCu802z_p+DsfDNboTfGGhq|jB_9i}knqGG+oaBKvocJW- zcTY4*5d!K4I=_1NMkNCzmjb?kSo_+@QLG|jElM_vqyR18A5|Eh_(09@g@M4bjuTbM zA#)zo76TNV2c$zL{%@KJ26XW7=*v$Gh5Qx<#bNWQnIaNsSfWyeV z&85RP`Pz4Y*_#8~OX>A|!a)F%rKLXOgG7H_lO|Lig)MZ^rd+~ zzQ3pP;`jE`)t9Y>%d?(Z7wMfZXC#9!-nFZr$X@cENj?X#zrZRF{b^D@4@g~m%)7OP z*!6!0+|~Z>SsG!n+71{__)mBrS{U$1Ak1=Io%*esGr{y70J1+{Hnx{37;Mz_j&198J9uy!z9j5P@eahTN3j7rM4)5PMN)g*3b=}*ntB+Z$j{6$ZR^LE|zLGu^1sV|a zNd$vZF41nuBHfa&pq_o8p0Fqu5y(^4_tRHy@$u14_HDjkPc-lp03NNIgPGVeOsaAB z0)mwS6nuiER_&g5p+Gw1JtkDAILx0yXZ^%UlimTV!e@7s5hJZJG&XHwJOn^Vr#~`# zXv+@rDVk>U*JHQDMckhfMsP|*Vw@XC)dvIj4j5vu0q&4NPuU^tvW=_LPmPI-9z2W+-?Opk=j3L=1H_Qw?;y4o zBHyl>NQ)chGmr!k(M-CljS+*V|g;P^&bt1}3DP(^f@costW-T~V% z?fgr=I5LfpyHt&z)n7nkgn@t~kqV+wpvh@UkB)1V}H>*-*=HulC858#xFq8{!VdB zkoKgngFkOBp53pHO2Ph<(*F%SaDe0*-SBrW1tG59qMItzMe zs=IN#6ikmA%<1V@ci#KgKcm?%@mm28X0Jx25f{UcjVF{UM4+4qBs7n0T^pBJC)p$^ zWz?0v6WHnMk5~>)7p|3|A_b>Q1x%s|A7dFnTZ`X6~*L|IZohJA{}!vqn2 zb8xnwPqQoL@ftCJ#t50@gfDp3~m0SF4vYVD?zs2G=LlMjjAIZu~C zUh}>KNEEKFc8%J5YcO3A+qMVsfEpm>S&oqNJYcbxSZa{4T7A6SFaV3FZzPT8_W0FL zfIYXk>Wg*=`N&bWHuNV|O!VawXqo#{T*7&AM6;tfy_B*t^TQMdg2W%!#e0y?5GMm= z`xBr${alDPL**(zW?eBSm%)T9;wq@P@p{QbY^1d}ks(%u+Qn>X(#^xtKX?L>G8yJ6 zw5B2hEqMKbST15o@zRj~?ROr$3qL6rulwN1%gy@KDbT^eXezOAPfz*>DX8#r{uGR3 zjbnepm3jTSjPMij?)V5cMVbU!D^C6gdF0Ke24%27Ai5JkKQ_0!iEH+IBHcw}uH%U7 zF3{X`3OD%{Bo;IhUs_wDRuylo&yEg$g-0byD7!mc!M|}2lYu(-6UX+9YX2Mq(=}`0ovB0>%vz5Lh7%}Oxws1y<@ag(@fbw#^CRvc< z{S!!s!b6JCyk@4OJdU>!hV(&u2lfGw;OMAEFVUBwQ|J^EXm&tR_yC8P4grBje7N*n}G#L)#qq;N3kfpb92pSl{k!i z$sBOvKSd#Rh>g9<+uZ!)TKDBURO8 z60vC%MTo3`pr?J!6e&uUYRQXyFfS-D*?`&>6vqcBJfkbYFTorb^usP5Vg<2E8U>oY zgc;dVGL+`;fJVxx3Ka(2m1wC9i{nHr=fKf9no`2&JWZ?w@T-b6;A@ySEn3hZ?XULJ zTzc2+!+9z%R#3e}UXaKHCJpt@#QpLiFCV0Tcd?e?1){|!TQ4~x_&`A-L~c7|3$h^C zs-!BOl!w%mCO2uBq-?Yq*a#6A%+r%A|45R|+$jF!cuEu=!f=T2lLRRQ@5n3LrIm&5 zxA0)Rc13bLDiKN;z>rpKl_(`GRX752$oy|KO}+&+1!`Xm{Vx$| zAdFB=zblzHji)6eJY0w~T8lv)Z`g?o!IMu`N)+R)EGaoFP!$6T__b_TnlRgp@;Og^ zP(k4UPOXBSV)rnDdyg_3mZE@ZsZ>3v7zq}BcCuf>E>YT!6iO=_#70ui_aMlYT^>-v znEIsCkv{^-3RFS%v3e2g;xJ`LMOTqC$`c=S+s8ATRvi?Q0bra;GMgvmzPRxGtQvSk zK{X{?4%eJ+(IQgT_X!m~)pvOkg`r1L%7;RD%5zj+I!2f!mc%^-`7wWow~B&1XiyS1 z5;epU)?z7_2dED0mpdp-|ByoIRz5y!Q!*IYLLQ{0M^?ew3l@t-Bu>8tBtVkC1N4z4 z^^%N59C(l5@Pv0xg^BpC?jPNq#}Ay(1C#@oSV8BnA-`mQCDS^U)a08IOL~sH^9r@0IHPC4PLpB?g)Bg# zxQSCn*CO2ydV(lR41};p816TTK$in=Lqy9|E_P9k&2v3Jsfx#Ga8GiPI6zm3gZvzQ z^xYfd=QbT#;H#fEq;2}QOm9kh16d9QR&~nkIwG(WcGow%C#r>@QAuGb?YdoFP#@l0 z4d&Y!*yV`=%eDMn2s)`cK^k*W3w%>?`SgiiNq`aXK!Q-0V=_r0u1`csE<3T6dm1rq zN^rQu-T@SU0J?P&G>DyL82Pb>P6w)NHUA+{<0G>^qHi3l=rvbqs$&YBjif^*hi&4e zhfSU_T5s8z{38gWq8W1%DSFbyzTZW7LG4gG%N5BRX$km^opCpQ33YTvm3a z1^tz`?RQFIN*9e(v~-d^D_&!fKH_5IWg8`B#|$7nyQ<37_Bthz;INU|Wr3v*qKg1K zXAqn!rM0f6byln*i;bwA^T?1a@i!rdCecxZ z_4>?4wcXn84?~>&@~{m;Ly(cY2%FjR*^$d>5~^o{%kd)2aChj$OdluH;QH&(O+TS! zqi$`(7`+KqQ4Hfr(c`6uvHZ}+LYc=DJ48q*@9;gGultTR*2o&yP%s`WJeMg%3KlG* zrmW_gl%NtOzLBJl+8crcL)8ZUJ%WdCh(AE}L`)@n2*PDoQ#6qkqkuV}Mik~nFkr0q zXh zqE2StljWP(L987dRD>qqk@Ha&{So^2z_3sAoif1WTpw@@LFa_i1V5hn<|4lwOYb(0 z_FqRcp!$ku=UpF+uYAK5gHZ9@OG8)zb7Y{8x%1+9+e?(zHxpXE+fN$Ct)+3FWq>kC zl-MXH7sm|J9EMY7l|e&qgQ+b-a+mgi9N7*E1)5&$wV`v0gf?Qs26a3ooeyJoH}Hdo z=5*?fM@g+SVNHWF`r?(0+6fThz?A$Xt7|EDaaUuovRcmj3kVCvZx1`<-KS@@^IY>( zT-;(MsYVZFD0V?zz1K1|W)kR5KwL^TMliltvv64WswA05s%xwuG&+xc->~aJl;aav zTdaO@3PpgD{rV^E4CintG^Zj#d8=ig=pN<=2kwjo8DOm;q*jah@n9niGOif_xpcnu z{1b=WH=Sy=px}(p^O?*xn6XtQmPslm(hKu$y?Er9r2>M~RV}_7m0Y@TzoO^Iw#&S! zGBhN5c?ZPoTxVyj&{G4x1X<(8G> zYiHdFha1Pc2P6f%C>Jp{%IasRQXp$c9Z-@Lku4`^r}Oaf)- zF?jWNfXaWcg>tlV+`iAQWJ7~^tcx@vf$X%>z_HwDQAd{zK}qeQNJ}%Q2MPKciK>sU zb9h_~$7$ITodk?ZTu)?G^%Z8;a#BF%Oq5|Jy>Ouq2uax%KE%Z7pG*IA^5&m6W9Diz zoMluaa11gH2{dn7B&DV!8e{D(M134(G5C_^!KFj-RT;^Lo%2V&^gAFdZK1+diOdN$ zlNvT5o-!zzPk1=;=52e4&>1q*&Ip_X=RTR>tg;iB@5*2xr-55Y$Z2}-5dD!T*Q zyW?`cEn$^W*artAa=qY~o4>x#Y2$Ab@h{occ8-!6%kvL?4!E(jq)FoIk1#IKiTPxJ zxr7xO{_u_n0U~hl?d;>IbVSwb zm(Gnmw}-<4+$nDlpTh_L?#V%f&P7N zJY0$wUMx`rW--~bcJZ|(uKLT^Y7f3q;r-%d2JxDt1 z#RA?lFHS>kC=Kb1SVTiSOmcC1$nMD}Bo@R#Mm6fV9+M$ML;4(FjCQIq2N?4J?o-kN zVQ-*Sw$q-7y_TTD5r}g{?hMB6xaPOhjH}o5U5=A3Uj>!MQPq1vj}BMU%v5HEE0kcj zcX)gw!{vytZS&>3a+MLLDo(%=NG*ydlq2QVilibJ3Fc^dXG;}+8t`vjuTy^YmzSrf z02;LE+Sv*bm{QGM>D&8{18h~lvxF&dFKUVLhFRV|{*&K(u6#OS5uF3f`{WK$t`BHo zcpzeeMGz9o{JRU1k16HR;zV3VFU1BM|9XZxuyIES&LV#cF-l^`!XmYhA=Cn>Pty*MEM2}*;&F^QH+%Ch>G&8O*DBGcWt1do8~ zbGXn$vNg+XZNErcC1q}r+Z?}@KImjo-m=usEW%w0PY=L0Qk8szc36ci*BiQS)bxV|+jO>zQ8x;nA)8WAt0 zO<*poJ#Y`zMx?wFrDuCHI=>KB7W9642YeOo0`@{n884qWzY5v{7dh}ΰt2f~BJ zwxe8%heQEoggE7PhYOy3$O}cxuW$joqG|M4>BeUH#|fIMR3DoS+SfLgJB(c3q$C+i z|90FdL3t9_Xoh%&21rK4(DvB&Ubx&M(%8KkKU?|2dLW3?#Wz+cPt@fa-Gl4XvuFKqg6q9m?HkF`;sVJrn_X>4U=>N&Ga|g) zw-7RB6!aCrfYOR`Xvk!gebdqykApr@3PM_jx#L~YS3gc?tguY1(I+`FUcN|~UT{3w zU187DlXpPQqXwN|TtP|4sx57DBM}0fog#0ThUll{DutO!R41(Kv1MO1=Qm6Xk^Jn= zQaVafL~KJy0Lq`|+^_fOMR*5pQ3yX?lEe+0)ELSBfXA%Y8Kfk7=NU^&1h%3Q$`5>} zP`jcvJ{wq;lIhP4i|2oSYP^$~S%A(*tBS^-uW!`hIs;VsvLzybXgv=+jN34qg^jvFnc0L(1~P3Bg1{pyigzZ(sd~8Z@gLBVdtQI zus7}#Euktn3=<^@|1%H9{&UEFq1iEPam>{9_F-aSbyTGQRZ4k6F(nLf8gY|ZnPPNA z&TM7RB;Fymq+maVM)<{VnYbgC3pmf8ytIinX(F&a9P{%!yJ%BaQOPxm_}0}tEB zh`7b)!$|#*c0CiM3OV!kip$akOoGo|Qc{qd{p`wwVEZJ|pQ6_r?YK5MqyzRAxv`i| zzirx}kM*Hd5~Zrz-;S~c8?NyT?=Eb;Lc#HhC9-M2ehVQM#pH3aikwE9!@K8u%N%04 zCAiavc6;OEh>Y|`j5f8&h(HCL#;3z9_8hC=cL+EGEHc0>hwB-Y)i2++H2I3GP9%2; zD>Devz@q3O}A*!!Z|0x$U3hdivGz_|af`>6O_a+v;nN=f{5fAt2)T)D>=o z)o6vqc`eD?@H`L#714N!l1#131*O7a?^r{1(mxe$n&vCzn8Yk0>jUm_-l857q01Lt zj&+s1F~k@WUh$$@Xzt5aa@5M&a!ndg6|#augC0o5GNHKG zqG2bYG{Y284N-c8EnW{>O?xjC$|U|05k0`#BsMugZ4?9i=O`g}F6$7TU9qz(?I5&a zsMQm?=m|1aG;9nbs^q5$T-r=|^z@xj9GJj3tqkEMh`Z_Xlc7qJ&X#Ukk>7oHl^lL{ zJK5zVZ47`MDc8hFH_t;;NUq(;bl>Pk@R8benQZd_3MfZo;nIr5u#Uv0;?($!w(UkX zm?NniTh3H67v9F!g|HFB2s(tVg-I}xdjW11U7x*>S{J&_?*=1kQUKJdSnX%Ch0t1; z=wEJTP>1cR9Jom2QsaIAE_J0RMiS)P{5ry z-|$*6B`1f5qwni*KRtF8>p?)5s#o2iN~TRw9vz6H@Y;1FDerTgC*0P41pblN=d=kS zRH+h8r-_Sn?}nNcU^S z4;L_MilpsSfl~qrFt(LA?Q4Zs++EQ-(O59A^{To$z9jkO$oORqr|6CP5v;M0+tgR< z@O_!8>?oR~H?AQkrH|l=9qcm6#+{2H9|cjjw%APe;n!|qBlV0?!2O6S1_q)2H2Sx7 zIw&a=R=j}W#V*uql{x=Ss>uHZr9fK0WhGe(kV;0!8OO0cm!fyD@f6_Ru&gdi`$ww3IG7=e^Pxd=c^TX z=GyFGqh1FR<|t;011k|65y#49by(w7iWrd*K;nHY>b==HHG2O5@Zx1zM6d*~Ic|da1C^kdC4Pm zD#kD~kVjwf^=^9k4B3SlSyzl-A!4rp5vj+?mQE#`Cjmh{eJrLb(N_K#=2h!0uI@Ng ztn*?@>e3^9E7jD3ex~%+?8Q3q4ic8Wi)@*IRbuw6N-I=XD%dQXn0;MFG3wLNw_gs3 zi&oVVR&*)eXe7T<4#x#BSCsyTJX(tRq)~-G~xu#TLWlqLYv_)ExSH^UZ3^J;t>>@4w_D zb?)(rBB+rn^5k+^i5~q(8LbTpG=Q#Sk*AwsHp;|_CnYmYCAp@8eksTWF_0AF`T*+j z*OqAQB#%~V5nhrksVXA>0EeBTSos3wfnwjZFQ+x@!A~ z$Rb=5lhEKvR&GBbV_B5);muT-;)*FG1UQVC%A*pcM_xl2-^Dx?KJP+Z2GdWou_P5t zcC}krZnSlzG52cD^&weO(yD}(xF?WiM)CguA=Ydo*;UBsHVAG|_*=Pc>@j zwc)&HS6R^jNaqd!{XJEVIGAv^T!KqRRZPi|+~Bcb4UZlfOj#yETb08D!S08M}Adw$ED zXZQa90Q9l?{{TwUOu;}5e`t)WKPZa;4hsfP@FSQBhNBu+eFa zhm2R+T}fqWR7c6@ky=~@7%jvA0QGu0;aWJWK_kmEyj_`W+kn@K1;=x^?9oP~W7zfg z#Tk}Fu9szaY1iNZk?QMVdvnJjF2@j9Nb|^jN1-F2kjTBbPR5t)lH?S<$Km$b=qx9;np~(NmK`{ z%*IRe)+L@?g9L5F6#@Nn+euj2fJYitgJM>Ua&uN#t%x}M-r50^BZMH1DhJeHii4zJ zyPh$|2RTs~cVLdQtG_f{J`Om5e{l4uqg!e_5jrHxAc?aafh9=Q!C59?yht(t-v0pY ztu0vVEH+33g_z-cebCa)$eE*7D2av1AU8wm9_uAu%w$N$Efj*rJBn4^7D(jc$iL=N zzQg)@ii|X!W0E5gmtSAv#Vav)d1GiGNYqHp^^{^pNy+Jh$jAV)V~6BSSCX8uj&UK7 z$@GG(!Eg=;Dsl&MwJO=nrfFi4XSDAqRSO(4#}SF#WaBJ*ZOMiECepP|gcIn|kZESSkh* zVZYA(!kwd!> zIRz!UAJ^3>V){@H$s#2}jt(9Gu9%SJx|JlbIqB4TDmc~+0>(_vAdiD8cUhaF$ChGx zdj%O6Nf{B`WR;+fdH(>CczDJNj0QPeKOd{DOIqI~)@Jh4 zl7h=QMKDZOF5Pw*{jV5aM+~9AL+es@g3NJlF4BrOWw4P*%F>Y!CR)|X5bVyXz~(SO zAfHw?eoy42r#j1Edq zL+am&{zRusWU<)3y00gq?)PimkCVqs$f1%dR;qVk?n4CS9V{}1a*}e-=2Dt(xW)MM zclhUHP+ls^mUZ+Zic?&wMwP%pRb|ahDMaBUXih4#lg$r*;gF8X9uVB&#iia%{$Vk zGN~Rh$YB*yGR!!is|1zn{ZFMn*$S=o5rBI1Z*h;*~c%VE4#}!ID}AIcw!D?lv}uGW(T=y<@gwop@vlf!u#Y540^A(up*XygYKtG zC1XaKO|O*HX!UE*yxolrRV-8z-KHdT0M;>a?l^=g$>}IkfDTGZg2x$b41d4Y>v2>) zi4tU*J~I}Q2=*xY{lXQ2UCf%@Z8WxO z{d3XT>*3`W2~P)U9D=+E$J9r^uPOX};S}zuY2p)I^2v4^8%cLra^Al8W_jAQ zmo`-_*Kr_@LmWqlXFYvyhl^_{&2Bw~t8+l{X(P0vuOltUpx9W1T0})MV!BFI4sdW! zuf}^VuJgseGif}>Q%7OtUyo>MDKD7#szaxxv)RY6PaiWwCbFot+WAs;m`MpojP>>4 zzHOt5rn3J4mgu#+_%(qnK<9s8;(2 z%C&ult5}g&mN1a^S_x}U#m6F~lwJxjV63q!M-^4A1Zu+wA&f^6990USRmL&~KTeqR zRase;;Z+TgO1sAY0A4Uyqc`}0oS)a$p@~eky0ac6mFo%|24Yy_`sdS70-7^&x0fM3Qri!n|Ze88a|mgm48x868O&$G)gIULPh!a;*7W#{IL@h|3iu zVNdJr`ju{^a0B-8TyZ>(J@U)`KkfCN68`|q^8Ls5;~D+GxBmd?`tvw>%H!^nys(!D zt09&6_PHxzqvkrFsHiv@>FZnsD(jgNSj&K4jIpxFhE9?3<;Nqhw_niB6p@u#D`Dfq zgp?NoFyBLQW+eSVc=X3npI@54H#`ekA2RR{#@;!sm@+J{U<-ovXkJsqOGa%ggC9?D zNy*5)2Diy|+v%uo?>j>T@IBo^zsqcN4|jmX!@As`Rv~Yn$Uw@#M3#u@I6#IWhu+JiSvSymOd1#^~Kx$Mp{2%+b7! z7!A`uyY%$*G`98Wr8vhWyD>VG5fuLiHHx3Z~Ty$J`8tQ(tkY?Tv9YV8O`NQCYWZi5jvKxr@( zDA8|xlC7!yyH;h|?6$Hm2Rq9R46;`49DpgYjsyyOPNSz^SFW^m*w&`S-Jn*IDa2)n zah8n8To7@9zto>!lU(@q9gTRuBkuh3!s=hrt<61+Cy?wX+^rWmRe*zR!#aj9-H0|A zKdOE+`4jQA-4?Kn{5;NEqb6jHOT3(YnXf^aK)^B=p8H=rp|I{z)8_+j5| zkNk)gl~CZQ_G8!I^v|t6A(xupEfWA;7C8%}zjX?!X6KH-PDsc20L<#Wpjc#Qr(A*8 zCm!GYy?^FsJox_r^!(@XD+1zlYnV7=XWZ{NZLe0mJ{Rb2MJ!;&9 zF_vig%!?x!`Q=tH?ffpsKTtRdf5+D#(Uy9wCE|>)+X@RPkn{#fM@)m%4EvGl^^H>r zC-MIP$U6$Mt#-tX1J;uD80Co<1mkASfCf+W_VxL@V6jg=$HqLjPaG|BoKRUoxYJl` z_S?2(j%#J>n#(G>D1MuDY~MYWw`U8qqYhsLt`Z{{W5MOoCZtidS)j&ug{-!#i;Y z#wqOP@-HUT)=9jV$?U_giJHWV6@}4h>qSxO>2=lH{{Refasc#^$>Xtx=I_V$y1EY) zeN{+w)wXup+_S(^88;qDM*L$gc}%dw7t}tL0Ay3y`9}k0%&TnH?A52*j%Rl<@v6O% zKLAUtGA|ZlPreN*nw@+UAlFXPq!6)<)--2Vu=Y^|b4=XxnG10sA9Lynt5k!%1Oa55 zDfCFP5z1K*BRfF+jxs-!^~ODH=~&1~^|GUx7mRM=Hb)%Qxc2z;&*}&3>ebjOL26iG z_&28Fk_yywHYOmeqmD5a3@}%h`~6z-A0F3MfUxsmlfj z+z(LGn`6E4l(kS+zfQfFuXy~6kkxF(qQ6Sjbc#j{^FoF%rO3*=2?ZUSn$hm{+W57W zCL(vO0=Sdnq)lSX)}-;v5<3VZu+H>lbqaWrJzm()UZsZGXtlb!AtM~t8uw+Jv24C0 zUdPhQ8uDQ7+IQwNy+}0AdK}mBm6yn z=l=kj<(_Zv{{ZG^KHsK2{{T$-^O$SIEB^rMGsx{83IHdNBx)qYsTvx-#)4)<}>b0Y`Tu1y>3WzE594fIYRT$|1yZ&(Xz|S$Ic>QcvnePJMn={A1*` z#od1MPhZRQ(Q}$mn=J~$`UuhcjRwZuNC(4a zE}YOQ7O)%gvwK1$M>im~MoBddT+Eyede%v2E0X=e$mDgq z<&yBNPMs<0Ho7NPf$Z$9L1w+Rt{s*eOesjbzy!nwJ^eGP^7??{2~wY-bznJR2Ub6z z8TQYn4;x^#q%u0I;~Zm7=p2=dgc2C>{XLJZARu(1SSSP)93oUJ*Z%+uFX^2B0AEr8 zfrTKRO@#nwmmG{^9^;@MosTgLWzbvogW4HhR0lmBije4)w-*)eaa;zX$%;Cmv z%kkrMVKyVUOZDLiPS}59GD47gA6l*<)#H&kun6xM=v=B2rP#4Nvy*|-1JPGxD3B%t z4qQud5)jFi?T|@eaJe}oVEWPd#*)mRa`D~NH{*?S8eXnT_x09eJq>M^xXA;6r|6ab zk(`lpNiA_h&NTXc%`{Mgm2DZ;Q<9ZZK;vQX-} z%2I0uF5zdP-vS26UmywQGk%a@0Cj&p)ULs<*w%f@)WrCb?vLeYEnXOu8Zg3)_$kWS! znQRWE4_c4N`rFW7^V$*Y6JU1}n!h$p%}FA?t&T;4X`wL0NR6^lWQ}<*yLzqp6M6pt za}xd-{5PxeeVuE*3q$bUug>;cVWqB@tWvY&a*v`o;vz|GK{J>ka_R;N^|Snmvi!B; z)b@JHRWI#tQMJB;me=nKoWV-$S8VFc4tsJ0o@geHPD#XaL9Wn#KYh)g60Kt2_Ya(n zR`TYYSdI)=(P~U}T76EMdA_N(6RsG>V~hplOuKy>-j~9>qU^S_U=ebIsUztaqFXZ;Sosnith9gREtrr59Z$OZ=clbak{FUVl_27| zP_dt_-wXpRg%csk0f`4aeJG55MiqSV9nRlEqw4}DWK`+_>J*>T9<8eeC?-aP7^ED# zL0M!!Tb_9s=mrpVKd-7j6=TSx)jpaD7sl?$WVZ!Gu%tGs_~Y^>*QanWDBR-Yc;$Kx zx8!}k+7B)Kt-6W)es3nNURreZelK1@a$O#_yzcTkZEqOtS&_hJXkrQip)B0U>Z6tq z^imJ>1b<&|Ld<1RP+x%nS0NCpBD|53B$u=~l28&HFZJ|q%?!$$&Bf_rYb_(Y$5Jni zO{~geUMSHA0ulS49J1YgN8o-jYT3IR*cNOHkIo|_M_RPj{)I>sw1yUw55YL9uP>+9 zkVjJ8{l#iB*Qe%Qdg)>)R>U77&COPkkg-ZN84#&lSXi8+7DA%{zRg^1iJR?;}e1pUP02t}~t5f+R z--tzPU99_#!$BlU4@x!{@{A>RJ z+OtV^k}0V{wXBx|%c!TVp&^lJEqIncjb1XW{QIo_NwTK~l8pZV8jjO%cUufJe5iR8 zb5NH2OprW4$$m+ow!#tgTIVEk2pf-@{vz_d$B1t{o5W$)3L7{s%53hnv!AhTHTziW z)v0$^X1R~#Q=N**B$2n$P!Cu9Uf#l4qt#e?=p~WGorG+~>R)&QyellxN`cg{Smg{* z@%5mp^G_6X6eW(+b z8RR^RJhRT{FC()%vt@}sq{M^jD(>>5Yw#D!KOLZlWX zmCiuN>(f58{FS;@PA)>IaucfzbOVt7q-1*H5dq>#hYOMk9LkKhLQnKPeLrkJQ<+)S z2$5N^zykOu3xYB*KdJSrFCvroC@~*cr9jfNDG;Fg$y7f0$5L={>L%({qUqG*k3x8y zj2vekv)X)oykjHZ_UGUB=dbnk<}pLwX_9GS1|r?o&DoerQ;6dM3dcDLJ&EhrPdGs6 z3S}SbZgDVK0&?UO0_%aEj1Dq!g-p1SYe(C!-R%g&BAFYO3K<>AKK{gmp1z)FG7%WZ z9}tAbOp31yAV~Y{eY%WeAReRDBPLL-df|bLaVy%5nU^0+Nb)iN06TkQJrAkj=(0s* z%_vs=qG-w@@L|bM@ss}SboAwzg+PWwhH-`*NWjU*{xAN&SY9$bmFI~o%*>HY(f}ot zRf`rS5vh3>4l=_(w0hK~I}y`b)h^B?5W^&qOeHYH(>zSCgo;w3P;>f8IOsioLi5e_ z0kLl+-PP6zDxik^`V9mkeY92PnrPx#?cCW**XRY*4!sYkd^i5wd_gulny+fTf5x*j z>wH63;x=nusjAv}9Q7%RTb=B7Yk=@9k@A)}WIRy{9p9R4zX|?5Zz1wcyKZf4{L{?* zi)RJPHkv*+HTvji{2IR%k2oGaGDI8c>ZFQ(7x{PaCyz_vx1pa$;qe|wPbXM=p zZfiDlZ6!n#PW7m>tc3vgozA55*-w_-8n|Udl8xl_`ibb(bD@vxjNJ=1l;aE3C!65YY4e3ak+Ficd z4~(O;4NCRqj;w7YV8FpA2pO1?_#dV{YR(v9yd#MnPEareU?5u1Qwz#$-DWMF4luE75Q5XT1Y0GI&?kYGBv z83zCWar$};S-zEH#B$`=!6PFB*kjR=U4a4HpYk%O`s5*Tf)DYIgQs4j9`s+4X_DMb zNLIslX9%HrAo@}~4{ve$p1z_BlnD?dkO^EU{W6_L`+aA*CO%Gc&-Bl49^bc@OyfWP z-(FW7gQ&GL@{vE1URO`?OCLpHClWAEKo7UC9+hK()ubnYMI3+A;^k6N6L!}bAE^HT z5C^1JZ>iud5JoDc0LhGz#1{l*i*(8V00#8OFmMtCg+!A?!cvk%!7!i(Za{`PC5QP( zs!=R`(}ax{AWKZdHxt-Ah@M<^=x`T3J-swmyKi@CKQr-4n4xO%w;J<5Ag^P$BM<=n zsM#k2(==YfSfZG)B_fZL8Co(KT_)k4EC~v5diC`3O9XMj95+wVHzsN8Ln~Bw;!YYf z$~FXqdz-2 z&6ZLLz|X3XElBoB0(@_mQaGd{I8~!tHK{VV1;AFoT=K~W3VkFIX;Q@1CA^ zSLqdsGA)=nPdGSO)PaHs&r=mCe;7@&geN#`O9c}UGxsGA#??h7qIFgb>l#b@o7m!# zpA45m^%7$CV1ldRWQokH8dC-t8hJ2QK-^uhyoNA5R_#q4?bi2NhSfMVy2*AnrjkUi z@tHm}4PrLq8pya`q_8DfeOQ8yg*-Y4rL#`n^UQ^iZ1x&&B#v!dI@(L4`GU=0^2aTkHX^)`mkjVAA~s?Wdx7g;fyDM=1Qz5}fI$pc zb#9%1{yvG3d1ED;0R23FXA}AobJN^s+t(pF_d`gLE>uD$Xn-Z7AUTr_oPbZ$>@YoR z8OwpexHG!3c-Z6-Cm*N*)2>cOzoiGLP)Qwq#zp|@$D#Khuls#7hjq^}+vU+8k^&ev zB1>~Q9>H_$K=nz(n0t1hln{QVVKD{>-1j?)COVub$F>N^sDQ{V5a>w3I1F+Rzqk8+ zV~GC%neF>8?)~4>+dXmb>&W6NU1YS+3)m{^%N_Xyp-E-pss>n-#|NPq^`m&$pQ<%h zd>lG<DXH|5!2(}YXLh2)x__|H2&dYL1d+QXl!YZgmT)8gAdKJxBZ32|F z+?se)C^9_motTAQIZKV(rm0Yh(Sp&rFAGP(RWcDJGJws6RF5yv z;1T8i8{iS`d~#2cb=!Tm&aaM8@cDrw7=dRGUTPHDD67^25CG`}<8?jKyE$$wD|R zEDqe1eHJ6_$a9cD$Ex=9V`;DOy9D=l+v@e?nm3MTV;-^vioe`!;~*3Wh{Td{&<$^m zYgb<-hF8C`vm)5tZY*$6WV>*vFh*NAhAuIuKnLsV0gE0Ck*MUsMmYZF1QJi6E>2je z!HO;_$fS@MmstxkjE`@BZ&Jyt*-ft`h`~`D=^J3Bw;*SowUNAW@*nO36|Fx;4dKP8<_fd zll^Pxc6Mo3+EgM5>m|DLlx(m_%(bL=oyv6!o?of=^km84;2ukyDBypWop zN@A22b(54OvVlYP*_u$~oT&vP1NV-;{;D&;&JyfLxeIheig?ju=zx+G41fS6b;$Ks zB(pRKxhJapj{dd?gEW4rJEU)lXXc0b?iZRLJD_^a|p^TTh=ZoMBP)_6CO zSn>HS$Fh^SwKq{z`%z9&6_bpmMo7=;>sh$`rLnO~;iMB*@f{S^qqJiPALH)!td459 zW-9R2B;&7iGZE@4emSes_&%pwERbA+8q2cSZD^nQdE(tk&S+$nnDP$NFvsco)|$nA zme;z=hOSlX)r|_4w`y?9AdWD9LRpVR1e_nro>N+BA$=c(Zkn8xVT4%j+obhr(y}a! zP)l~^h+qbu79ofyr>_P4bE>y*VOPU6u~NUf+1U9zZT|AxO|lk#B8T zwt4~*RrXwZUD8E0sG*V??;LQMlCg0ll`qaBJnO<_AsSC)}ZTQ|~omFxA*sFrru!O;k$Nwj#2F!+}7g zva*j_nzv-F9e82aR@=XImW8S7OEgg43X)k4l2(aYa_XF9!5LOoJ{={=4c{5q`8SO> zmjs5&aPc?j8*aNv~Nsl`2{x)20uqlze~S*465%!CsXb2^>_R)i3w{(aEo` zZBK8->szqCJd$^$l1bNIUEzdE&DOklfpPSO1(d@MzN*)PoFY2m5g~>YT;U^$0;Ea( zc#QS*Wu7;%z_AS)p4@yuB=R6GazV)J>STdp5y&%I7&)63Bm{Cf83=GdEs!#E=~~BP zvWCM3k>-(#g3L>CB1{9*2LzAP)BH_}!#gCBDKNij8aUEUvISy~%#7m)9e>+j<#?t2 zwJ8|Z`F=NTb`s?Df0scXDS~%;;K#*zbtCm?cZX}N5JzaG9ratf=U5ZASqZZYIFKZ+ z(crdt`*iftBzCUBcHBYazw)ILN+2@SndOz8IW$Vhj~ObiLId>?>W0fmT6p(~#)xcK z>_SvS#?5KgE(K*$tbj29WCQK$R#aM7pa>(eRTf(ESmYEV*N`h>S8u0@Lb=ahLY~bl zq@m$-wE~rj)DJXdIg=_{P7jtH8A%|V5t@yXSF;%EWe!$*y>Ip7c@Hnsl@G zpEmKmZC#XgS>C%x4avey3zNP(t=a`TZr{Hl&n^)cuc-&WYImehR@pe%hy4C zq=;m#sMw;KGlQEjyipv?r=P}=;@a!@8&FLgpB@?OT~Lv{d|GB%SD50(OBF)Bew<5t zNow6`qLw>FQUYUs`YRf}jG{?1#}aY}G2^Mil083&`Fgy21C4&R{B_oPGD~SqWP;RD z%4L8&?gGym@#~%*;91)FUy{u);|O)>L&m9YY^}G}#aWdi`(2h+w{KZIDTwMw{9;lH z@Z-g$wuBqD3Y#{j%e0Riam9m@L}Q2@7XbeNwCB-g?o2XN06<9klB56!5^@O7QT;tk zVUVO~4@O@0SQ2nTyjU*2*gvoJ^kuuUc@e&-qmCt246MxRu1FxN;5IrCN2y|~x)iL| zF7v}2Q44a1aDJI=asfiA9hFW(GIA8> zu0ZuXl@cPL1*p*2i6XHC>ZM#HT(H53B(dU0zd#AKZ643q&8YAE@K2xis=hC$SZleRk$J!aLW9e8sMez10FkfglPpKCJq`9?#4CUt+dy zJ&JS1x6-_cSVoCn2)i2>kte7R5X**P*Y))c8XLNHnDR&pSc*e3C@1&C@?rS(IrjCQ zX^!V}9nt$U$NK*Oqsy*+Tk@X_yElz_KJ#Z*?CljeBGc`@I|MrDAa2TPRnf7*fQ3*J z2*RO{!Z)H_b>9<>wq8T4xiUbP=Mp>=s8EtZu@<#sjDHqJFNxEMDael>rQ`2$cD_Ni zsNO_vG?pkWX(YtdXu~6b7DjH%FYSwq6=e$EwtIa8%dpVXwl$mTLN}7`uVV{#3|bm! z39~iHiS|;9%}j+C>K1mIY423nYqs7GMe$vO=Ybm%HMF(?X-3eemv8k zyq`K+%iV+kpcHggSptTzk-Melf26I|QRaKQ2kL$#8_2a&G`LW}U z*1G%~O8z+<7FAp%ZuP0&f^e&8EImaAoSrJbY&jTF!4lWR{LG7Q@)TmVwG*)MMnL%|@OLo;bx3culUcR14 zE@gyeqN)n4Qpgyp#@w5tWc4`d*RQ{+?Rf1+mXB(2H7A{r!0dQS7a-E}VCWB23;`q# zhZAfU$Tpg}q>r^N1%BM3QrrZ!tjr}_EQQrd7X6@}g-@-1pUSp&?`o#5T50By+M8Uk z@<^*XGcm619BcIgLgR^I8v;uE39P!L%dCz2CPI#0IFc^ROzqm2pe&#+SoFd5u#-in zeKxYzx8`WJ`?a2o6T>NtT8;|ppKx^K;bWJAkO{!R^}6v*&zI^v1I~0-Yf<0pH~R?d zRJALLwj#Y#V`M-sR@hgO9VF@+H(s4c^$D%ItFoDqO^vRy`L|rWfH`*{M;l2a43eRk z5-?73Yf0xnhwFY$u}@cjR~^R>QVQ}Um)?aovlY6wYf9Hjly#Gz)IkIeo+T8YhG+2o zhU!VaN%8MK^7w7nhLc3r`|g{oQLvT-LVzOS*oMbL>uGaYyZo1~t4`gjk_}(vNo*}` zg=wBNs~mfse&4e-bxtxLsfo^ghpIbjzn6b9QDeiY|`*q7D&XeABsmR&co?) zBqXjzKquE9`oH;0kJ|eg`=*OLes6o*?Ob{HKAzw7>&rcTPgBY*>$JCLjpH=Df$PBO z9Flfohgk34hiP)hF~wpsa8e5eW0lqIwfgOjngdFTEi<8wci zd7Zb}aoJdDDrup$VB4CelV3L|^t$fr@)5+Kvg18HM;%p)jWFz;)k5+f+7bi^M-kC_ z5DE6i3H0+$=>o$W7m{Ws%Z?-#k-;RhV+ecPvjf7q+{h2bk;VFNp##eBR&&#V5 zk=LhRQ$)8TXpvQ*NR~2>BF3Ct2_W z!69MQc;SKmo}$-y&Z1qu#Tqv3LZ~389fFbfZrEekhPunkgp61B0iSDmCyAk!VirbJ$O07ZkBdO*_$}UK16l;f8H^cp_OK_~_BX>BzU%a#->HxEsx- zU48AY%00~;siy>x#Wa*y)`~09Sduv7%dnWTFVa=8K*oJUHriX-SOsWbM=iKS)5yEI zWxI59jYr2s5JotsBc7hw197_7vRTt=_q(R2Jv!@F<*mh?otbUytt@UTUsj8UY_w|5 z0_1%~iqLE;Nm@s_ekpNYlrW6E_hRa5%1%$zIv$^|t~^g~;(qR9{zK*WerGS=@jg$} z+W!FX{@+VCj_AB$w$<9ej`cltc$wj}(MNis-G(%N%bV>54coT9D5P5z z;hvdPxFNL*#w_wg6US~VQage}aAKr&Pjs~$5_-C2}G^sdCJsLegE-1>Pe-HlLo z)OVRuC1!+(^_m(QrXN-u|mtTaZar z;ct~ypAxYnhdSj+0GR^-K|I_jT@)Pc?YnTDPmngSgd;#>OS! zq%sqRIQlwzh3f1Xpp6BO;GF*e&CCbY96Vgf9Hw5qLo(n1G1gBg+DrCd4{FldZQc7S z)Ws+#H4%+?d-fB(cy?k&!E#3qTzYv{vi|^*?zY3oblP9H)zZ|Ks^75CY;9A5yG~;v zFZReqa7%OHfZaV}KMT}DuDMw7`-O>n+Unbi@kwKCZlsbtGwd|`DArL5Wjj*w#(9rd zyjRPnUH<@*R=ot<9nRJyo;}!=l1e)&s_>X(uCd6bBgebMe_vihdc3+EkucVmI zBF!ekrpCb5?jfMHP_w?0=B~TR)m1)O01|q~L1vmi9o0i6`}bt7i#*A!WpYDuP886` z$q|D)$U!*3&xve=dkZyec;3TTds!Wdn)upS_IE6xYb7MRHJ6DTBXsc~HwynW5 z(a7=3Dzl3A92Sgc2mr$48TfJ!i?Z26JJ7FBiI)Nv~yCiePwBq zdvVBQfmzlvWFv?9eQK|1=c7x>bS`xpak#8+y~txlFJ+}tYS&$AR(*9)D zQ>EnB4xT?6^B5`ATAwRSWVbH9^lpfeIIDWhQOYFx#8QHU1te;JBKV%R)}8I{H}uK7 zww~qjqS@Y?zfZp;(sHG)*w&s}uBy(}rNc21wtT1T-Y>M?y}ufZdur`gh->NJ@$H0j zSYtU7Se9m?JkgMQe3)^;QV*@~gxB&rIx4#DjSnVm4!%?Oi?dj++MD!Nlu=fCwC~u} zlV&vojI+Zp5@pEOc_yZi(ZS<$w%XRNt!9U9yR7RgU59-nh$puZSCQH_1TYgv5L{$i z*Z9_k=Eub=(670pW`t5bPaaEBO9JZef{KF1x_yg<$IPTNZSu)IP1o;ODAPm20V`-$~uomciYgWA^AlrL1GrO6tT$Z zG(j@5OzKemIp(9>{+_mH!nJlMk5#I%b7!!-Y*nPq!HkvRnr3Kcw5dK$X@f z?@JW6ekuSAwpCLBNCQi`fobdSO-xm_sNCJJTViB_BD)FGSdfbdle|kb7(!%?fE|5M zX!QHfDY0rpb6I{XE3T(kTxV6-X{%LuMAEctAf6uRMlQ@T?gyP}Jmd{DJIZi}+-03u5ki4-W@?RyruBA^`qt)EETkZGF zidyZC!qoA>Ja%P@E^Laj7|-+^PM=?+-A8A0M_F@aJ$WR9X}6PQO3%);y9kyyrCEnz zV&R;`7~~W6dhz}L0F`O{uTKOpz0KR5WDTYcuB(y{8TVdQG+Qsb^4M6sBWicG zw9zz{o0CdLDPLt>h7`5JOtlu1bj(zsR-I zNgiZN6y}U1kxZb8I3qt3z~R7cpNn~wDeLQZ+O3YMYAg}%66U(>5?72#BA<~3n-%Q$ zQ@Ar3&Rdjy8}V10`KOr2;gDF{YpLDZ+UEg+r7PP_B-W`}MeU1o+4@)zbI6i$k*Z%J zmTwl&c?BJ&u7;P#w$eVnYu9wms} zLtZpNoDx%c;1(lI-5!=aXv-W`uSCf*G?fQ5T9+dal}vWzBPXc!W~J|)TW23Q?!|ds zWRBXXS!vOn z7a*}|P2IIk#)`~Q-fBA?4w`y1i_m7h{Z+VGWC6*I)a8DYfdY9Adll*0@$Ea?@~m)DrJbYE0umQ85SChr`I-OM)nRc4rI-b(`1*%d9kA=GW+YF`= z8^rU8Q61w~mP|7e0N$*ENxa5ZrRFlZ>jI= zR!X(%$J^y1SJ@}O3_O)#jZ}%0e6f;oRwUX`{YW3xa z$O`3xlD^>F@x@woqK4ejP}oalUuiWzAc>YMG2fAmlPg6(Fj2t=_KvITXX0z-dfBDg zZnZer)Y%^(u~NpjYfWs`+v}#Av1+A;j?{CeP;{dnPBAjfkn4MR!M73o%{?lOH7B!A(rM{6lKiz zp|r^wl)&r7j9}*<-gEcAvA+KR^7}M+_I^im>>bazbNN3D{s-aXk1wO24!)$`{xb3= z-|0NJW{uJ@NNam6-Rj1eAmEvqSEEkLc{e6GxRHd(1O%!^K-jWD=`$=Nl zMwQIfdo}q7p)4{x@R4JUV&u#YQ`eGyIM+jKd9~M8tGtd%k-Q=Z#eb0#PZfnp*zAl; zCr(N^l*m0jc$em#0$tPC)Y#Y2^8~Y`v2;tRxi8z^St>@8PXxMab|3ko$w;ICi~xOT zwY!f$@cmbwem&lJ?~8d9lUtG{8y!Z@rjoYyJ$<<3vuX{7z8IcHSlBG2uMR+;UIVD{ z$RzxcHtX^g{{Re{hmTKU9gH@XYr8#qZKAbS22B->d)P}eV*!&QY~6^j6Du(4eO1y^ zg0x#JO9b05g_o^B9LWxnjPhoC6g7=2D$5})M*c)XVE`O7ry+TJ{UH02 zI(jtzNZ0;CzZ*lV+gGjJ)zPUhIYnEG^;at?i>t8W8wBH__5HEs*5vU|$<*o=rN5`b z3cf)wgcqx|JSU3gqIN5ZV5}hb*VB58UousEr?o>RRL3RVxOr3NR|yk`72?RFE*kbz(=nJKrj!Y@83XF@4anHBD#pqtGQhylonO9#EO1-Pw!Q;)bZC!|+ zln|9IQ$Ry~4QrtNpuYEMudAo7lfzDFVR#)Nb1ADL$qGMpL^5NZP_nZ1{lh*l{{U(~ z_cOW`JV;!*<9~}kD_gl@rr*Wy>}$iW)p$3M-mu1%-xjdSBBLdq*rY*)pSHjzx?P~H zdX$lAVw-oW5`Dfo>v=_Z4Sk(f2`x6@QzXaREF0Z$O#1%-9HUX*2^Lz`WtKX=I~20o zk?Pcz%tNyR^X8aupgf?Sp8FUL-Jg`%@?B5Q(rWx|2id;+<8CEqYieV-pCX8A^A?Y} z+*0Q&+izN}m2DS~_=H!h-V)H6xoj-emZ!?piniVDNKLDi4pHGDok+zH7MH z{mW{6cdc7S-hUk5!ip}e=EES-g zl=gme2~}rtEpXtPG1-VUuazn87jz`aoMazf8&hc?#EZ^6 zBU?%LI`@&bT5XSrZ1+)85=SpS^;L%AocFoM4j3FaZ2hCiY(XZnw)0v%UwKwWl8=yA z)04H?TW-v;e0x+SrU%GHZrq)wWL8X$*KN4){_e+qo;%$BZZpe=`ki~3_*v=u`g+>_ zM)Ah@{wT>$U4KnMOqyA14$@68$3pPb*u2AvO&a#)P|o~GVl+Fg15Y9H2FPhh ze~=~a`EHK9o=N!A^Hm3pn^V8}5!iw$?W(g`)XObZirrU_sU-AqlHZ8DmKx3G6}~EO zAcijW3*IwIL)zNbw($Y+wsS_EvQH9--%dfr?~$V>zw=GUnE5xE`7-K9$JbdmEj|5n(7irVC8?~V0$9nya6mFg zsHjEwuUlG%!nJ$4$$W>%6K!VUyR=tHHdP_9Su6JAs$}R7RsfUw?<}Pc6VunRElCXe~MS`aVE6BXRec52C_IKeV31IC!?#_Te6cfLnf>- znw;qTN@IdBk(7GzpBdNJ)aa|W$9kJUv9dI?*wfyT%z=43e7j7ru;wv=U z(z$3fal-|7YY5s~Qz#OBA{SL|zTUPrt($Q8)`xSgHM~V6HRY~qNnYvN*qRQ~+Fji1 z-c)>W3`ar&pA%6n3Kr?6%79V@F@DNh%^AC*jS@?BDe#vG(Y==kA|s{{W^OyZHNWXZ|DOcKGx9 zbD!q*sQgR$6Uk}*QT#*se`~k#tw!_Y3vZ|L8KX7^h}>>c-lukz%rKRsp0Gh563#LC z8}KKS+p%j?YD#;5!`Gp=-G3zfR}GjKa@FLN@*YRw77`lm`}>sS>y=(!lS`~VKAPBk ztMR_hwcVwdVzEZl`&m3&X|#fOCf%x0Yc>g9Nib7^{eOFTYJYlouGTv={8GS*w#I?7 zCR%Y=fnr|FQUNWfamcag#{;H)cz6BE`M#UQ?D&R*!zzmUt2)T9U-Dnb)V5#xXOpdl ze$m(J=thqH!6$OuXh0lE^kn2Q^*(xiAbX$J0aW{cPhIh5V@|UPtHn{-WVLM$A?_$D z{fOkjKEz`^e^lRjarhoU@(;Cb>c&M+fU-GCn`|n(b7A|44;cLpPo?n7cM_+ZZR?`w zC2nn2N#_mQc&1aCQeLc}md^u#dVzCCW=^TqP5X?9Kwi*B^4jVyKHJpd1hP~nMV)6R8XC8F{DpX84Y zfp_1HD(%D8vH3qoqlRaeB)3ijepsz*C7J3&lNp!}x#j8S^E(jh+$BdNl@E z8t9}D!L;tPfRTyGIdL`3CxcMi?|fs+Ry!V3<+mN^-C7euuYSLNNMVy*JQn+)uXSWe z6O!@-`tm(@mw9Tu6+Dk|r?capH%hB|vEjym?BXhlq0s->iG5Rgj{o72=r zo6j7Q3EuUIp24x>`zVsMqA2Y56&kI#XxX?1UO@YgTMC*>6l?gOlIb*eFZngQQT!OM zSMHLU!H&fDS6tF%mE<{93>1%E8M5&WY&SM~siV|xw*Es4TSb>oa=OhSjzHDgt5Y)J z%gH-;3X~@&)O(5i<)qd5HiK`d-%+5pBGuTA%iEbJju18UA-k=s9fgc42U5`zFi)*5 zJ*SxMe1~uN-_1WA)Sx%6dvn_GscTPTb3x{_a>X{cUUM9BLPJXl_W`hcukuyMX57yl zdauQLxVFg`+$?K+LtPfrbH3CO#x&X2^F5`&@UUp#;;$zw9zA`(`>K~ewSUuJlkyJ_ zwDSJu`TqbbmusJA{u8tQuRr*F_d0s=e;Dx%ruXrjmwevmnV+)Ul53i;HR6}`K2zcK z?Xj&AM>GXzg&ZxKwq-)Vw@(?``F#z{f0DoL>&!=mQEL{v*SE0lps}>Gwh|PvHH}Y{ zQ0kqsU}#xWtbmiL)$eK5x1x&vxpmuW*C*w7ZN9mx+esCLjnLUjJ&_fd&k+R3p;=vt zZHAUT1RC8uI)50wHHMVApy<$?h zj&%&J#5{@uxX3Ng;QQY4?>S3eQ*Uu8I(1l$o8BIl*<)KVByBcCC_mFU96=))^)9o_ zZ^5#cVH(Y^--(J%X04tQszEcW$p*p|7?M1P$m7@C?>`>dl2!4#orJd~dhF+Yc40J- z>S;`@(Fo_Tin2BuG|1#apH-vThJP^DY`$-UY-V_)qYY4@hl<9-_8xw8RBp1c3+T;7VAaiT6U|d)cjww zY=qV%g2GQ;I-SQ^3~+~xp#jSSj=sF9_MTzpQd*b6YsF3I-IkPA>T9?9=$6tJv1Bp7 z05ix+Fda^P&#e`^Rd<_+Xw|2&tz!N6nOkE9n)DSAtbKsta~BbiIW~VnJ!?FzHQGwm zEP3ac(%3n#Rx>QyUd`GqYVCr}Dq8uA^z`NxfE+WAA@Qwbc0Ts{-Kx{41ToDm!9gcj zk{b%fv=v^4$_Wt0;!yR95sc#gt8E1z9;d(7C(GISPRc!9ubZPYY47}DG^nv!vraPH zm0n1tJlJFQt8TV?uQk1=va2SiQw+7NSN;-}mT8Jbu3hcumiENifoGK4J&_`WiC4S<1OR35&js-t3TOOK-Ak=H^|x9NGsV{B#MN@#W|{Aba9@p!1T#s z>qX^z4<^wjtHpG?xAG>@>{VsdUGe__8lPd|J8hkqW)&RWu9j=5evZ*Z!>Jy$6Vs`# zm&mm`oxhy6-&;B+sdqk0zLxgNJ;fPSQ(3j9cTU~8kyc31uO19JaQkhH_I^Jcc^?n@ zf&KCFKKI}G9nZ7&{=bQjo!tH|?+(7UK2Je5vG%vr=7&+Rw-xd zlDwZ%;zYp1CJ7>knEo65bL1Xtx2I~2xXy~5dspW){E;lsw`J#e5-XYru1zRV%oQG9 z9Y6=ewx5+PpTN*~{QE1@P387t-gy_3%$ru8tT05A%Oo;vXKwti?-_|g{VwFUuO0EJ z{F}lx)-`(iTJ84f_BAU{M>fJ%mT4_mzjk(cIF^1T_^8KEQEa?(Ygc2eC}+C- zWkO&P1`$NEq)v|~PApf84{v;k_EuTGJt;}nM)ACIR+$in%xfWSssd^KTE#N?MDDh2131ZKWZb;aCwQXkCTOAE(YOpn? zr`k4?knJX222M#02BTx=TOE$`K_!?*x5lYj4cgIIHkmlf1z7D!)dXXQN9M1NU30M> z3HZZ(-A%0ss`w-R;iYZFFe|k%!}Q`oz&ubDLy^8k-RU*+htl4 zeys?Seo+MY`$*Q`X61o8D>I3e`F{}3dIJxg?EIH|@jL?#IQ=d;RhHw^)u7e(TO0?*Nu^$8iL-ktP9(VlM^DnhUM zl!`m5TMcHPN98p3I-8q&bHg+(ID#wHV%DUrWVIt~wZ=p-t4KJnUO30&&G&@qroUTf zR$7nco=XI49BXof((I+x#9k`@0LLe2mTv0~*#$uv^%s$OH<53AgJZhy)!Wya;Wd)J z$zqbaSB+IA5Y)c>m4l2$5jatmANLWbO1kP>iS`~ftfNG8UANn-MAmM`=F=s#SoHg4 zgsIA$gYSYgjjwpC>wMNa`u*Im6V$n|@oyTD9_0vcCSe;&*5!!98vg)0slf#l<2|O~ z{ipWMe;IqlnSm$P*YMB%xa&23ZM^Z{jC|AbIlLWT|B#;3NzDdG27~u;x9zTJodqa&yR z!({X)8m&h27wPNft#8P-&sA0p&ca52k0Qw@9L2AfkZ8y&+#$WPJzm~T<+VI+r{iUx z%sl6BRqIJIc=dFWv>qv`v0T?n8~*?zwIGJIILKm0?&wdghKA;l_!r`YzGU#71!q^D z8(p~}n|0)p#(OWg-YkU5Q@IsvgjH|}B6eU!hcl}I6RTy>R27Vrj1&42p!F=N>&^cF z?IUOAcl>9>KRN5RzGe8@^a=`Ue<$g+kFbWNRT9SV&%V>^WQ2v0Lrq2{BQKHSK1H|k z4##n%N$^)wnU z6yINiMdaIB@mhCC_4Xb(L~Bu9o?t3$63mE%70j$L*W1VZ-{fdK8V$FO--`WvGsOF) zwXRCLxf;C)p`7qrQ5O=0Dtn}sI6k~$=9(`k^Ud1S)h;EG_4Vu9u^gIvk5W+6*;SEC z%2q-Gr&i(b>tE#FOGCMTUA&2^XrYjuAC3L0%#@+897@g!y-t}j<=t9YhB5{{YqW_B zn+?y2Tiei^S5A1))YM5!V&c?P;{{TZm~ajcMjUz^tWn(Z9T$Wemp1Sx%f6TPGMzP- zx)+UcJ(o*b`-h@382Au!P7j|N3#YT8kMZ3d=HF$us#AY+YqnIOYD&_qv#Uc}?XkxI zVqFzZKs|j`@STpvI5yvT*gn3r{rIE50$VfJmbK_)ibdE|p4)Kv>;;rl1NCtc7(tZN}Osj$NR!7t*PCx$Y)!6OX;7sKuy*S%IYQzQ z5_D1yO9DE3L*j_6w|3L5YE~fyY-{WNP2UQGkRyTOhK58RP?G?01sL_|Z^hntcBs`OUl+Y2 zD@o+?Sy0syLhKvmL7vT&PzSMlY|hUfAWy17^5`4{A?D)sEw zwLSgg{;HHuoTtxb%u{D{Ckgfz-ZGCzW8 z2NF2}F{dV6D~rw7~h%U1BQG*H76yiu`_SQ0O^&Wyf7Us2DdlTcnZ{;>-_?r#2?F{C6FxFT*^r5f4)xcHCj&Isx zNXM@wuMUvgg?!2@0e2Q=xm+gFgQc&JS=Flc+qZzMgyaBD4`0aNjDPLh$A7&1zhU@> zKO&38HKMgkUuV!}c>; z*?5nPN#H!9GIwEe2@UZ6@4wIXANKd${{XmT{XANohk$39=CditISvSyo-GlH$yMgemYHbTx-z3?&WO4V2AHGu7M<%)SO#SS9eNJ7zZwrQr{w+_;QJ_ig4~rR44ZEtu>*EtFC5HWD8@oz zc`C}?2e}?Uuoat8%jC0$L)bFb0w zDn=ga(}6@rdqsmp1HMjB@njgm&#QY6G7W!B_J@x6pOLJRPA8J#?KJ(!nqwlRXA8(6 zFqZm`N7V({q^|WfTIlw->%$USTLoh?Lkqc1`I>17k(VKez$2+Xs_tr4*?C1PTT6C- zvpzdk+<072myWjjzwNnmS!UAZp*)DkH6cJy_V#ZE&G&N1<6{_ANobDf#ATILW>60( zvb?ZK>&rLa!Yj?T^F7?Qw7-n&Lnk{vH*W2I&y{(EaK+s}5|wGAi5gWQtUBQ2pI$?; znf4o&){8z#ySXdLZg`UZ#wzxb2@}v{tH3 z9MHJ;SB-;=f%lhl$$O&;!?yRCnO z{zdZ-$M8e5v1Op49?>MR z6xA#IFt^dlO9>Qg85TlMJPhSndgrshQK)M?^G`K}d1ZOW-KskYBCiTh+e;Jcon)Q4EMVHwW^CNn^QAz^n2Z%w(vMQ2QMDg{oc=_ItMX`}Ix7o9q(OwYsz!f||0WXj{9MEJ88q zgO6k8@cFHpK0&|MRjnkoYH%9Lm21|5<+$tAjb2ISrMaqRQafYmRX<4~yyH%{by0OJoIapM0i8M!+07YQENGH$r(kJ9S_2_pVH8p>=YkL~&^U7{h zj>J;Dv$%>?ypj;=4?e%9J$aYqiyk!kk23OaCjQK`HMt&p^}JukBa3INqa~L5*w3)? z3FdOV0cKDXcKuP)eq!-?Bl5i({{a4@`9sEDwy*Lpi%5aO!%KVFcG&5qm5WKQwk4?S z1BFQdaqz$Y0Hx;mAN6zp0CE1=gS-C#Nxlc){{XrE*YbNm^;`Rs{{Twta`+ve{X@Oo z{y$s)0Jd|-dQQj6?Q;2D)bI9l*Es!|>7Q?2Q}#cRpS0~hcYFSK=Hgz@f4lxp?s1;E z{oOfw(R^R-Px^uP`u_mjA7}f1KIhzC@5=9gpBV0T{{V~q-mQOi^ZxYuerIpua{Fh| z@q3>a{ue)Q<&Hf$d-~h=yPqHJhvQ@7e7?_P>ichR>-m2l`u?1=*FL;&6}rEjd!oM_2i$}T)xltdB5cQ96z|b zU&sBc+3Vl!XSyO*l z9=|XA-2VV-f6<-y-Er}L*Y@AL_{S{#@BK^ee7*R8FUijjr`FH=d;7EO{{Svuf%5*z z-|TbxIq>QJ&)3s``k$XA#~-tMbhI$} z;g4VU5AnadKk4uGw~YPM;{BVK{YCqm{{U-!w}<}#<-W=Cd2sr^KOSFCA77Av_wToT z=HGMs%j9->{lju503*l#=lz5BpSJy{wLd?R@Va)sN6PL00H23H*N3I<{{V6S z0C4{R)EYcLy#6=A=iZO*neBfU+xwh&e6F3pZkY8K_MbikMU;8)O?fv_? z*!!2;yZg@f%I<#$Yq{Fz$Lr4yeKYII{{ZR#0NwupyL%Qh_wRw-{^0CG@&4cPzu>-S zbK`e=-%md0KlA$XzqEbVv)|O?;(fp2_dZm7{x=V!hhv{_hfn++ap>cZ5AV&lYrX!z zbL`qa{{YDU0Ltgj7~|JJ@ANx-xZ|cVjy!+MpYs0zOn$!Jzw>k7{{RpEoH+jg_`QGs E*#I4nfB*mh literal 0 HcmV?d00001