From 365f467dd18568b933959aba3fe6a26b9a6d35e0 Mon Sep 17 00:00:00 2001 From: Albert Fung Date: Wed, 28 Oct 2020 23:24:27 -0400 Subject: [PATCH 01/11] Deliverable 1 --- .../CS506 Final Project - Deliverable 1.pdf | Bin 0 -> 96820 bytes .../Deliverable 1/code/deliverable_1.Rmd | 47 + .../Deliverable 1/code/deliverable_1.html | 479 +++ .../data/cb12-33table1states-1.xls | Bin 0 -> 37888 bytes .../reduction_cases.xlsx | Bin 0 -> 9402 bytes .../reduction_deaths.xlsx | Bin 0 -> 9313 bytes .../vaccinationRates_vs_safety.csv | 2913 +++++++++++++++++ .../vaccine_coverage.pdf | Bin 0 -> 88970 bytes .../data/healthExpendituresState.csv | 70 + .../data/importance_of_vaccination_poll.xlsx | Bin 0 -> 9283 bytes .../data/population_by_state.csv | 52 + .../data/vaccinationrate_and_exemption.csv | 52 + .../data/vaccines_autism_poll.xlsx | Bin 0 -> 9275 bytes .../data/vaccines_danger_poll.xlsx | Bin 0 -> 9223 bytes 14 files changed, 3613 insertions(+) create mode 100644 vaccination_viruses/Deliverable 1/CS506 Final Project - Deliverable 1.pdf create mode 100644 vaccination_viruses/Deliverable 1/code/deliverable_1.Rmd create mode 100644 vaccination_viruses/Deliverable 1/code/deliverable_1.html create mode 100644 vaccination_viruses/Deliverable 1/data/cb12-33table1states-1.xls create mode 100644 vaccination_viruses/Deliverable 1/data/data_for_introduction/reduction_cases.xlsx create mode 100644 vaccination_viruses/Deliverable 1/data/data_for_introduction/reduction_deaths.xlsx create mode 100644 vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccinationRates_vs_safety.csv create mode 100644 vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccine_coverage.pdf create mode 100644 vaccination_viruses/Deliverable 1/data/healthExpendituresState.csv create mode 100644 vaccination_viruses/Deliverable 1/data/importance_of_vaccination_poll.xlsx create mode 100644 vaccination_viruses/Deliverable 1/data/population_by_state.csv create mode 100644 vaccination_viruses/Deliverable 1/data/vaccinationrate_and_exemption.csv create mode 100644 vaccination_viruses/Deliverable 1/data/vaccines_autism_poll.xlsx create mode 100644 vaccination_viruses/Deliverable 1/data/vaccines_danger_poll.xlsx diff --git a/vaccination_viruses/Deliverable 1/CS506 Final Project - Deliverable 1.pdf b/vaccination_viruses/Deliverable 1/CS506 Final Project - Deliverable 1.pdf new file mode 100644 index 0000000000000000000000000000000000000000..f5ef82e9c6483d2b1e14f33fdfd1fabbdbc0e1ff GIT binary patch literal 96820 zcmeFYW0Yjkwk}xdO53(=SK79%N;}e7Y1^u_ZQHhO+m(1(=bZcAyW{rgzQ4Lhcb^y$ zu@G~wHP<&W_P5sxQh8xfT1GlnDAKN{+z%*51_A~GTf?7FJUj&S(iS!*1`ZbPCdLGe zUo8SoHV!5R0(x-*t*0lf$T2P-QRCjq@I!B@c+@U}pZ(Ly>@9(bm@K?`8jJD1Bi{@P**t5ncWP70Z8thh9RM zK#Pab$kc$-*w~PXiG_`W!HC0@(a?a!fSrkziG`Dslbwa{|5`%luN54f983(Xp#T|1 zhQ|8aX8MNu`W%o%sjhx2g9LFm-%{#W+NH z>qhih-G0QyLImr+pXj@AfFSRE;+pEOVPXWML4Ml=Kv(=V^S|c!f5zbd1;787c0m2Z zNB$!M6v;Qr&82|d%e_Zl^=+sIC>|g%-FV|=MlK)RG zp|AhfANYE^N4vWLNdhrIP~BE&F%%$D5YT&g`hI(V88RsuJ z&4UDiK*9Ye z_$H!-8~9&c94#FU)A0{b5=F=hhhzq5Qrq8K{?Gsi!we?wUGYr20(hTEpLn|z0?^D=ETNtSeeIVEb*lE(4g1bf@_%lLRbTkG1~ zJYI(~al6p5c7 zASP9EvtB?GnaiMkvH15r;q%oGp;NA?$*i!w}NdX9di~ zyAtmcmH#Gzk6$$Xeiz%m8?We&;RbSL!5Pqw5)bo}38;`$?@w~UhV5^0M#KL4EYI;XeF1quNHF+DPq94RkuV0JZUa4sf#7-j#4t)! zzHZPARl(oM!4a!|O(IMHJCE&qL5d@t(gz8x9DfSDp%^M2a=F68t3Uvbr|i}*ApAI zXqF_7vardHK#Hv6X4D5|<(H5$8R0n8X7Gy%2mP^{6b{sIfzg9w8A6ke!~ILt99;Zn zu1@?Xn)`>WVM@wqDU5!pw!M&DM6#UY`G`ndEeR%aMoK|jpTLUtMz4a@O+Fca=!(S- zL>wBY)D_+6Fs|TY5DRIXSsak&@ZFow8zWpR!JXltTMmPtNsw;VlCXZ!HBvVxc2JaJ zI8&rx*lUO=PD_Y7l+Vx;XoOe9fh5Nij+z8YVvCfpfezw8lLjc)IK7gv!|#EdN(BE0 zm|VUX!H7)KpcHw;Bn;w*w(p%GL`HFjt0UR8w@Wb9en6L?Q%m347@7Rxo6BMrbDnq8 zudvB8Jb$SQ%&^klSU2D2Bf%KvKB)(h|BPfxJkb%H(Ab93HM~xU3D2cW%(@}u49&C` z+RBR@PeI%YkBT3(MV#4TpIQnzx5BiXRqxzP_!Lt|u@Ehy@kx(RIe6VIha9^McY~_n zPNVL^uZq4JYMFa*DgSPLPkFXOMlx(E4W`YL9@a9de422ojQa3XuFxPBa}_MoP!L=v z{w3s)Rr4Td?7O5o&Jx9X5(m|}3RIPnWHM@u4|!m~d7G)wFVg4Lu$w;hz#o(Ov!(Gf zc8Me}01pG{;DlQp$eE)$EyP=%IY5dYi>~s-MI?fzJIWR>>I=RxwDCDPb974pqcq?L zSwkg0d;$CZy~fCyg``Q#WYw#R!>?A9-ytdA4Toq82-3w8tUA6|l*D>xE-n}K_LqUG z*lcY#Yq`oTIyxcsg)86r#z1Z({1M;%vyFBp}k*JQ#6o*H44$dC+*J9B!Y&& z{s_a#xgty!)BS9(pW?Y^4jmOS{$i7oi%QwK8R-c@syVk2I4wu8 zKC#$y`D{~sY+*MtXP`P)U^%F*=c)nwiFbcUi<>kvlgoZjM-|K9T4Y05bKgT#Z;K<= zl2tcpNjvb3wocRb+Tue3n}pxXb-~!vmWk%UKWxT#KIKr6+ls6G(2kpSvwJvg)T_A& zvn2I^kZj9*^Jc~F{DIP=(Uza4J0Te)joJ8&0S&`ivP5ejJ**<8%pzT{`Bs<3=4XTU zAWv!Om=~eibO8{FCaP{aS95OHL5<=}+Y9eH0Ta{=6;I3J`N}Tw%_-LVdPsOs7gW>)}MQbwOK2(-uz_Ox~ZP)*~pcgIYOJt&GhAO+7>3 zv5(K4S&#I+JSOwyD20@|SznV1BAtTdpnt8%)LnAL3!_+s(kBX z@1~&b?SCHHo17`R5U%9~;JL)l)(|nUH|58ei)ksrD7IcUX0D)lTXkc(LL%Gg>(ghW z#PHSOuEW&AraGtm+A;m@D+k2GzZOPG&{Sj8WBY=&0x@H3NxJQ|&w07Vrs+oSxc_hr zW4eH54WdnqSY7ZmSlV~fdR9um=A3EWy_j2cerR=ZkMpgWL~Q?x^#`E_`j*~G>Xm)& zDg7E`;SA95D$L!lDPyD8Adeq8mwtjA{jjGO zx5L*!9!th&{{Dy^q42-*{2Seulbpr4qCy#-He zbF>9N2YXNmo7ju@aEca-j~eD0E4snZ@q+{+&6bhMrG$!oHq^hMvRY2&p?Yrh=)wL$REuw1{bi31i%wqof zls71}k5vVD>!&5s&x~UqrPfqmILNl?YH9Y7Urlhe$3Vj?DoRJe6kZEJL#Q0i7S8>J$T+z!#l46%C38bfSsY% zPWgM0ew0>QVbh?)tXP54V6*F(GPHh!r@;lcK5g#@SdC!E>+{9tiXgk3wi*!hcORxJ z#4@r`w}dyi=ELN_RnV#L@Z zRu5NeIJB6hPnxw*VUOe+tySf%7udn?6P+PDEc%IZ)1C;IvGS2aV!hiZ@oNaSpX{1? z{_I%=8_t4F18P|9mTEnNc6r0a{q7;dmABmq{^xF04c>qRsDuS`casNlzDbi_ub$47 zm_JI!`sC0e7%_S=0Iq#Z@YlSgls%>2+HaR7d?!h|voOC^1*UKH+ z=zCWs)gXrvA{y;%nU3|o309&KjCJU6=(A^#(z8M^=^(G>p36OUS68;Ndv^`xHIidZ zL82E+^`hpo1PBIPepXGVi(3>`;#Hl$6{e^)VtHG1;KWk1Be;ND!X*EpmXrl3jTeFY>sXQaM30;M6*Gh(Vm zhoGqh7iKvax9yIK_5HpCI>p&2oAM^W`4M=3o8?YK{fELCt1PIcILo%ZaOi|9>Y0}6 z!|HJJVI%A$CDIbzv|dw5BJ;`d$eyS`*h13G7`3vz?VymX!QD3Ik#zbCXH~V89tHS;*!6L2|C@$k)&MzJq!w@V zNeY@GcirnX{RDxC3R^j!(NA8npzMbqbQ4RC`$Sf}Kc)oiMdC*B9Ub+5k(6Xi4MhK# zJ@L2Bg4;)CpFswNe-@e&uL;j18mV{%$#*cj=*DrwXFGuD9p=@Jt<6=Hbr8`SG0Wr; zeOlNlPo-|+!*0l-nDul?E!N^6X*)b6Wj~g{6gkPz9wM(5Mh*e8%Do4!*~91%3JGGF z=`$?yib3M06vm}Ex$G5gchFQo#{g-8L-G>O^f7RVLn&~yj;hSaGMeIo86u~375FVm zPGB2W``8BvTtSVin(V5~WcE270BX<8yldtYA0|K-=ZwlGo8peOY&#{2N}zB!B<}Hp zq-(I7da!S!Ag$A^sj#v#-z^zc?GG(^_~=&}qkTGIf)FrwjjL(n2Qz|EG7WP~E^qAM=+oi#s9x%uVrvuS+?8K=JF%G1G};Fk5%rb>NL z(s;3-a8kc={lTk)h%*^}avmcs18H;Or>}OT zk@4;=plUqoZpipYLLEL+9G{*mYRNrcoI-33EE3C0@FgqGxrne+d6WK-1FtkHZ`lBv z7cbT&)#l2t>cPM+=Lhy~q+zn3WZJwz4ZdqMz4|Wl7EV??*RaGLL{hon-SvnPmd&~n zEbgSM+&Hayb}p6q>Pu8|NAOzY5IVpV@`tQ9&kEVyf1!S``;$EFOXy z1=*EVN*bMnq*S!(%~cduZ`-Fjm_4uQK093xJ+Iu7JSH6{btc^izNuq?>zfN`78Q({ zWdRGLSauL+`fm_VMV|CIfa&w_RL-geQk2jm@P%AZ?)@Z}bWuykN;+GHAXOWv1&;dQFN^Bt@Ei`$tdn`w}__6eKxAY~@sZOH9NblATOkOp0Ar_oe{lh`SG1C2!L4lG zR;Ib>NVsf});Vt{VffWx*<%U4JZ5*swrqBFCE?a-4D9 z;cVXHNa0okjhXwJx zLV(6EhDG_jd~slm;QH-WgR~>EpBTRrTTp}d328Ba29D>9PYm}_xWm6R`)>{~MC7>2 zXWMfO&aPnq;dcbaQsl}sXSN{PMC6GAlzNZN~GD6e2b5aemt2I}(}BNlN$PxT7^R|5nv!I-F%L z?&HynqD+~}2m`B!d1ClI$U>7_#DE)qA~D{Lbl5RY{ygCsf;S}1BOPskhF4I~EVpMx zQy|6&5j{iPj4wCcmon!0{qCBCH{=D7hS|-e=?69rQH?NW!HBk_p&2lsKH}-yf*^H` zL)+~Shy@0Gr=RiUDZfE1&vgT!lv&Uv8NzNv52ZL>bLbYV0Dvu1<#t(H;pG_3b}U$? zrD^)yONSiVCq0AQ=vB96(terM{35 z`mL$`9`fhF7fRU}?B6>i8&SN^iK2$|-g$`6+I#5FnL&F}89Bh7fpsh}ddzn<@JE#J ze{RU{zR^v~d-mb@+1{YT4hp=<_}hK|Wa#Q69UU-0fbD+*PVgrdlxOos;5v*Jlmoer zXOKsWf+B9QlMaYS9tsR)x~U7%{~#iw1R)Pdecj6sA%c(%H9rm36M?y7N0joi*X&oo zf1^v2=b8)woJR7qWT8$Jqfdq&&Lba*06%p99=~iR&{Sa8Mo~S~%Vl*Q*czvM7F(Cj zw3k>eMy7-2j!(gDpzqZEb1HV@P9>nD0$WOx8tV6U>1nRQQOOT-?dk^h>2e*<5-F8g zm^xtl2A6=@h;60~mwj%?`_?+w+V@JA98DmH(`kS4@`*QSWrQcz5xtd`_?Cr##7IFP z!;J6I8_nPbHvhYs2hzJw{ZW13YJ+M6NUZ9uJx2%}eiSz)o|jUgP1&izW4 z*Td;*k+s6>r{r3Gzt%omW56?qlvO<^Q!fghDa)}lFeM%57&WDY?m!HQnORY3?YU9l z6;_~Hta_qzM>LTeEBlGN9E3;G`u53pcdklzsPKfS`+1ZRQmIj!A{y4PUQhNVbWW4# z{EXRC|AtmV3FKUj>a`cBkwp2!1eBdbZAn#YjqU?y2M^f8VQJ1f4klJG*jUrbw3fp9 z#4;@5wNAmZ@8LDj?c_%R?4Fv%vR6CkliY-{oXyUMx z=^)V9v=p~wVlO6Lw)I*wf1Y!FH&MTjtL(-ly3{IJus;le;yKjB5pnBC){aLWz_qRZ zl8*>Q(}2nVfuR4*<<>EXJ{v%)IVn(4D%8#;W7VYyF*JyH`+V-gngkXJhf&)0(9~Q<$ZG&KO8f-oaqE{?@-Ae zTuk*CPmo_GOfsX=XOvHMq+?L_C2U&MABW#yIB(Zam*-m+FKumpWu)sJFJ8JFQ(}5& zqSQY%|Abzse9QNhn56w)%;zu+N*R;qi_ZtqWy+i81o^Y>nH%-H@ra^oH}*BFqE{@9 z#{Lf>8=LIW0~LR#y8!mtLNHZQ%N(&9z?d+7gBRxzehl>b2@h;Zk6dHc9UQJ1oZk`& zYy1oog|!M39&HPTZkwZ()hnmEOqyd~(k|?&+foejVVw}&qS#f4ykpsS8$!VGyr;BY z75}7lU|wRM)w~!60v%vyE@$h~yG>-(W-Mm|m)j|-ZisYs@BG1CyL4%XiT>9o$^2QA zWkvnAVF&{j;>Z9FS`Y=@%+5~84w5BPPcJDQ5wJ`%OJsyFPqL{gbDEa6ZbD9wPIIWOl&fa@^=u=dz zcAcFmW5j~SphU(%2{HW9J5SX;_@uR)D<7*edPapxz$sT{G~~iV#;)o|jc8Zy6qGOk}_;OKoE+pS)5#xb5X|InLsmn;a&2OIy0I=rSCu>EbOH)|({p zE&Ui9&7^#6YW$`a%Bc^^jfwOMBr|Hv_exA&SC|vn^)w3(w?Dl(eiFglG^+a>hqI9^ z_rkiYZJ5wn%@wU!ADFnTg<%>Fu+-#A2Vllqi3-KhiZ0C;F0EKwa4E3%*n~4VI{S$; zL(9fk$6H=BqCsX_TR0O{B#K*7&i)k9^pjs0@NSdw&3w{ru?3o+gOe{ zgRjc}z7K7WolYE*YQcHiE>41;Y;)W%8`|Y0^O)}f-QWWU-$U43Qtz{{re_B$QiP2q z?ciT?`I-+jaX22B6vOaJCe|K>~o=1c$POaJCe|K>~o=1c$POaJCe|K>~oU*b!D z5BdE!h`|5P`O?>E@&6V~UuUQp*cmwf=LQoaJImL(>HlB(zs zcH<FHth@pny0(1}Ar}-K^DK!kkaNUX^Tcz= zS@vE;Dk20sxT&x(=|-2*0%3Q=6wlNj9(teluBmk?uQHnrE|ntLOfKis&2;eZ-_#L> zeQ)B!Brn?^H|V|@_ODYaoer|e#ICCDKG1wy(_yAh-y~z*F9)f{ANoT-)ov(pUG?Yc zmDYDp<6D8D?ArPm9@@t#=rulA%w#IJmp%6K53uj5HL8cY?gts~@iMmG0;0a5XdF$n zTD{zN9Zq~p@olosJDkYkJBwU{F#+Ja`S#o~^nJuxFm*>L05W;6YDvfRmd!UJmXd*| zUFmc<9Nk4cjqw(J=xzZgCUeP6luxVG7b{pv@N_BOE9dQtt7X@%sAFT+(CG9MXx&%e z4kwMC*64n3JUTu-(6#G^pX)#g1ETq$k#4=al*3pH3k-LxQ-m(KLa|U{Ye7uFfHPbo zbei=EK?yO&V>V@^2?|E-W^;ff$l|@gKoP!klL!zbAY4o8VYluy(?N1glOj_Pqbk6= z3xi<9b?Ac<=R!({m`0&7kjwd^(uA-@xl|K!bw?e8irtFY**p0|&w$tn(*xr8ec{_f zyrV3(rM%%!w#CMMS^A~L#bADb8zL|v3L*R$_tU@S2te%ew;C24|HWVkT8rq&c_;v9 z$R~^dO~CF3lN*!#h6Zj&69C-*3qgd&4=7|nK7=F02oi-fT96Wjcu*g~5ObHE0YegD zEC;0q*f1nfK8OSK=86Gj6tOHD*d9Zf2u|z`Te%NG7`7C_QeXY{dxY;!NCVDUHkLh! zdB}sjKLBn>K|Y-aCNGEXMGXUl7!f-g??yYyXa}d?o&n3ACqlp~0K6YEM6XYngWc^r zS&w@E2m{;=Pn1$N;*DpD?=mQIjWM&dV8-YTa7qM#P+GzpjMk2CR|Ka>0NIe5g}f`^ zgaOqaT-%o;evignAOjYiaPpVM2)#btklS?H8_r>$Q-8Pt*)Ayq^o?Rva*tI%7z2bo z;kXQ509#6M^Y=qyT{v{|PvGz!q<&I6%3Z}MwQiG;F@1qsW_3905Vc;S{xS|-*koc| zknnhjZB2E*X1_hjW}+9$azB%hr5=a=vmMEPY>vvHG6dUzvUs1M^li<4)({`RhH7AY z+;U-U_%a0cZs!no$96EAAML2B&4~8I>j41nA#Qz{TjXZsMWRixGsG*=H{x{= zYy|e6i4;frbw2?9dKiFz2tuED*R&b;MxdGa1>zZVh}MqWkb6Dw8DZW3nZc^p-Fxx| zu^HVFFYpgSQ}27o8UlaNkiO&X(=`WA$O-wjS%_ROTE8B_2c9?NMTlIFP{`WOQHVVN z)E;684#4t)=+vv)pIJ@&LU_L0jEyJeiIw%^+>adbshb|*iRd!eY&$t*s#hswN`U8u z`x$lU$N<8S-HD*{TV@D-uWWxZ0>5vv0sC&%jzzy(HuQ~3R8>#b{-0~Ea}iIFEP*#z zo@7sW@39-1XVhJv?z<3M0rp)!0MLy!fboT{9fY2+6PliU>(|rvQplBKKN^A$MAg@% zONjgd>@_y-r>&>0Ol6>kKr3+0CWw+BjE?+rsx}Ud%Pz!-vQv;rpO!2 zrqCO-r!OF8@94U1-=`bB8vjP>nc;=Z6AYiw8@5Y~2Na+91NFlffbkIm0Ob>S!``*s zxtjKWhJB-a!RCPaP4uNE2F{N+I6fgBI3IyGJUFr~U;J&ye*7Kie&lOXLwe7^lpmhB zao4Q7UDmI1EBATph4=?-@5lTr_qNS4pNGG#Ubk9gKDnDte2&=OZPyDwBiHV`?9)Hk zZRS27<=Ec8H=P8x$ncL_zZ%%g!8@jVr>x!geGPKR_RjG2(}(rkrx@G&+-HN#C-T=I zyKG+v9q#dL<~+Ve4_LdG`zrv!_P+8NZ2g-4*?3~MP>8?B_KwkXGSn=?KWP2RXfqf6 zzE=48Ia%oQYMcJ?k2l=6`YXyPOsB{u$9&FW z9tFAJ*9deXwk3f$hW-c|df$F)8!~(){Wc;V*qI0N@Zm}l4Vn}G=1V7KP6ovu4-u!9&5IpW_qww`xBt424ESW5U)US&!58s6 z>*1jB!CUR7515*k+>EZ(_Afh-PZ3|Ih=;#^Lvw3Jw(hAKW^Hx|U0!@p*FznxB6|U@ zj03Z)YgSmTx)g-Ig^5*Qy0d>6^Lt=Pd;4}F080BXwSzval;9MeXNTJkYQ5OePu}iV z(l!G{5)#|^yZ)ee_0~0UXLrT9gDUsqRavBmIc3)z{HrwOPPf% zc#o#*o7t`9vYv}eIC{uhJ~Yz82t+*n?&v$qOuX3$v|^}}<(2bDaGYEYJVMV5e$acC zpJfj$N12}3#5=c6s&?qvB8k<@5{W;k1SshT(8CO>Q{XjSWg}~IrM6$AC-kWfgl44K zw5+G^T_pq`v22{^U<~HI%dP9r{JLYUUXWhd9p2cG=)Cs6=3ew|&1;I)?5*8%pKx(? zA4Urj^!PwyWVe|6X^!_aZ}QWA?0)w@9Q6KIJ4K{>!m)EPYIJUc2fF1a0`2hc)DQi4p%G;V#Kzi`a#Gh= zy*R!2rjg`jsckbfT*=%S$Fit545a5$71*J_tdWy1dtlN`UbJrF$n0b z0bad&!etnU5MloPH@nJ=p~Ol=nZz=2c=1^Yx(QLkDz`K(G9TJ4x*8RKtZfCZ@R4Iu zl0(S36kMH)CDd|Ayo1VyT@nVE&2@ajkzNqQb||9!eg}xt-Rel3N`PQWO_HO>t?awk z2CWNRlETLXk0>pJoP(&uJW*8S#2-6xrB@bO9@9FJXL+2Q-Gj9L#uJ?66;uy_@(-Bl zRo($M0D3eCtrk>|jO)+=2m+)4Y8(`vbU3{VcOj{}iZ@g@eD>+hN}gI=YOOF+!39SJ zHYe660ZxL2wR*D2;rrnSL;L*HwM^<3%8Qg&lv~HE;#`zJCjE=FpilcaQzU+8%i5E2 z24G?e3+p|&gzR!i_iEh0Dnmo!pfk5cx3?6_IWb6TAkWavlI~+t5O)P7GNCR*`{NxG z;LqXRkaEFnl2`PT+aRNf+fF0!gf5yBdnNG+iFV6siWE&xm>cpFNAI-SLAq19#!3wv z0^)FpgoYdPGs**=inUUNRrBPY8BjwdMdOKmak`y%Y3^G;4g{#|BVUPbm}f|I{U1x9 zJHkxsZGOiL?LZLaKpY8F@W3B6hjflk%}6qoE&1J9kxq)?YsN?&H0hJa0wp-OH3Lv9 zdA9n{XLaX`5zQsw$qvK$k@;nk$f50nc4&m;3?Ww^9PI`@gEVh(bnD8X?F-Llk`lJd zZG_<+&|bAIr(HwI*~x9ibyKy!cL}WG4}ZG_u^7Uf2}Dt8F6|1c+ZU<@I@;m<)M@iM zj7`(5OauA1{3>KP2ofSQSv?#i#K9O-lkn~`6SL_;KeWh5fAV>}6>q)-Go!MD_ zwp$1z>_Q#(K-QK_4?N0FdbW4=K=)9L@^&jF53fl&Q*ckW=i?7{-21*73O$p)B1dtf zA8l&*hpW5@=zs@S%60&;{g;#BBu)J)So7@XkMVpzx}Hat@)Nvz&5hx?p<_avUnEDC z-&O;;n840n;dpN~mV5QhNw}xmwjz^$;><&KiMW{|Q%4YJ>?7t|4q*Nq%v312r_5m> zV5HL!ID($q!HVyHbJ6aY)yL2X&{nU;@7N~V%b{UJ1UFAp<@Howm?lg_Jus=6jT0CU z0fB}PhQ7UXAm&`zDVJx6NsY}qd~)NpNuD!k(x5espUGBp4xS{;P0N)@N~o$$)vyq#t?AKa#zt|kXQ7?-n>#DR^YE_1}|JN z99#A^)I9`(=m&55N`MsZX4$R5?PAIT{M<$1Rs;mh1PgaR>^6p*>9vPALZCT`i>AWZ zWzDfPlF^`8(cwbkS5tQ|?Y~EdXyvwlpT9NTb+FdnnE*Yi+w2b7jsn^^v%ReCjaV$U zR|PEIL#OZd-kUB4(S}_t4)ChsUT3xTk6tv$Sju*#la=G2Wa1kqpDk5E4z`iAWO}pr zSGQoE{m@KP+G_2@OYg)CTxOsQshGh|Pv6}awPG4}?{!Z+-8#P(PnvVLXQ&Jk3plFi zYDNtn?Bat%u7YuXeqY5~?|2piUy`$d3f^6?*f~6LKH<)&_TEj*I|51ayNAO@tSjqu{|pCBno~Xq-zAM#*^=B4q2vZe>aNg?^)goTj)W zkP^EHq^VHPDXX=Tc^U7jeN@9;CcAk;ZVQ`7cD27*LtPnu|5>NL5fytE)F1jsZ#^rs zb&G*=ox$LzlHLC6BHs#|G~XVTb64)Ct{&B8u{F}Hxn5WyP%GSA%);KW?)M(k*2YXC>B;GssW6UKpJ2P#1 zf-b`VHtDQZ?~acMj|X$##i}ZJh_j`p%HNxb+N{Jl^+8KlIcvv_57xw5a&YEq4p%|- zfcJ@srBVfXTe_>q?f4Sv)nLoTFb_{^m4serj#$8|@8+gc#ZC`jMRZ z$de4m*9Eq#u=2Lb;z}s6}8;dPAmH@b#%&}6UA?;s+@^>{d;2+0DR7PWKnd9 zeF8+hH|T9oyLTvm^@};x9tM5XP?^GcO-D8mikN%>R^oTv<%`UkD9alWW6qx15WmK& z+ARm=s}9lK^I9;n7&1STY!caHj2PtIV3}(Pmw&lht9W4&nJpPAc*lnWl0q#lf-eC| zp0L+oiy9!0;xVZP!oB9ACOGO5NsDxuiW&lyTad1ZhPuTcB01QWtkbVRX>1BxWC>~O zOl@NpO*@Wnk7rRARzv7$&IRWRiB?&f#c6fa{=Py`o&rrcN4EC15%fAVT6c7nYno~C zH5rY9Yu-<0`*?AhXZ`XS2|~l#mFNw)1)V_4aRzF7ZrEZy?0x-_Nf!b&ndm*!3VWg? zzGKAS>FWmN8>%Ka+=n?82c-!e>QB6vuvgL@>hc5G$)TB=;6aV($N^n76}5_3aM7xU zPM%_Q!UAD}1t$+qPd{xC?3g%`J%k5>{NLY@n4Q*BdCQ&nX$WinM0 zDZ3s&+SmRBG_&fE|M8C@PyQno+OVmqSD}}DG4W{f2h3GCgQ)VsMs_WulXEZho}9_a zWw_cDlo{MaJGO?)$Y>A(vo)g9xarWP)ev+3XT5QCPoDHERv3b<^XdlUaW1^GqG7#L zETtxgJ`Iy%UeL>61)Rjjl}jG6bT@wWc@te;=eVn$G~^$O_{ZGR(i-U@kGycWZIb9l zn$p@8>d*?7RX@uGykT({*JUb9cw96*3scL2;yP7HF6_a^Q40RFm3#A)>3f{~oUVi@ zLgE!A1%(-Dw1)b61TFLG4o|z6?OJt`3{q-N|2iqD>4hXzjRe#g0MXLw$3s=FkSRO+ z#2hK#6XFInJ|4fBmBsEdrwtLQcYAno*Or3Uha37t=kw|P)YkKDNopqZ&nPz0W$_3Z zJd`;*lG`2Yiet1V+N>p=-h~tF*%Q?rdy90(rfRj-i?`uF5WgocNC-P1g?H_ng@EE0 zim!-P(n?cpm=)qfo7=uG&;W_W`g5gR<7my1_yKR2h*St%^j0S8H#V~_p|HE;1w`7M zeI))`1J(jw1DS%z{}Em5bQ z1$6jaR>w_Xf9#Z9Ww!hPS3(h<^mVJM1xy;1O5PL(t1OeQ;ai;opD|JGF`8pP&m6@Z zSfO=ckxW&JvY@kmf=pOGdkP8zmP{etZNeeCaFH)rFqTNXer_%v%EY|&YB2g#49}rt zOlF$^O6<2*@j2NOHr|;!gKDir+R?kP>}T2qC(?p>vrVZ<(!A#g-sNi#)U${YX&vyDVn(idCj_sv5HzH)KMPnZ3%{Vs7H z($6oU;hj>R;>;sWkRYSm&dTNd;fS4vaPzYPP()*>xw;#4@>F8t@>EI1^*T?7@tzZg zQbr4m#eB+M6ej!%8`f3K(Bhtcp#$Wd5-UQFpji1w1s&>DSqbMrq%C?%W7I|tcz(Ug z(i7C-BUr$?7fV<|EdY2ze5ih4N;y5_a$kp%RRE*5v>CKxzFTX{>lD}+Mrw7S>U3FY zad7~sfPhfRa47{i=?bMpt!&i`bI_RvGPsYZ^lu?B0kj3W+j7$+RH{%Spv;-Qn>^ao zN=)DYeqHUrq^9s)63F6wb)5o5XZi_nM5$td`g*=T5oWnGpRJlC5iu<^H;7SW+F;vWGF~LT#OJx{t^I__3=F4Tltl|TiL=gu{^w7@D z{v0r&nBr~zPo}JOa%)9BbZ=|N%=|WoHB>_dU`fVOH}sAcX6u3c1RC@j zlWH&(oC$Evusrj4cwvokBr9j4@qEcz3^>0DsGRJfi&&y@rseW+?T`f$2BMq8rO;?( z%Mle4QR(OjDv7tv&tp{n&k4&5H6DREI*wbgmPlz*=-~}5y09g^&eySi_)z+;&R~mU zo#LE11)+-O;i`GbJNc8zn{hNV>;ho90<(m+72YXY6?gEW3W+wk)*%8gD^AejzAU4f zQ_q$))ZY1KCDwlRB9@_21jwK;Ar|902tsq(Mny~XjcH6AmXrP6wQy+pv0S4W5zn2g ziqb<}vU(apAL;T^0XPt_`1INKlhP~KLSBXvh zN=kgziqg|ri9S~ek2zv`GPsYSO6*lLHWbi)bh(7o3nlOOe&n{JOWrP)fQ2RBTK4+{ww!k#&AV^U4Bxvy|`hA={i=~-a7~*O36cusqB$NaVlGd|`656CWehTY_3Ohpg zZ+p`qg6v9KgXA9JqE1_M z7w28*{$Q!L^&?}JVIR6EI=yYdf#bX{(3wHYRH5yXtc(0GlsYS=#$tV-s_Xjtk@_b+ zmdYaCg>&#nwU^A2XL{L_>uz}H;xFc(SVyV%%XW^pOq|HHQP8(`k9r%(Gc1hoH1QIY(0tq0S5`9<^UKkTIqvS+&|Nvpyz=i9HXa zTx(pPGChA1{=hyhDl{iHzpRbt{hU|J*f30hS9`0?g%!c^jo>A+SoK|0SOew z-V27utcgr*pkn@3DOMz745t-s8zz|`YA-5{74J@#!fr%I@c7MgA)VH<3tW-ikX@m# zBH-~0hlWG(2Q+ZYg{UDTc*KBc&#;y9M_BT!_56s2M>e__Mlqi|#m@_wZLAQfnqd0= z@pw`8AP-+on`l45iA1?on(CeWNzC=5+2)iTs_6ZswgQ3Viq>*fX8sO)kKK}f=VstY zvIk=k4P8T96O*Y*9iP`Z`ufol+W5<5Zkz43$!Z5@)|SL^V#g8dP?69--VOG@RR5Hf zA@gS)%aFuZ=Hv`Xr4;5E#Ak`fI0}4^vRqQr6xEtkqhr&y@)X=KwSm84yHb0om0k33 zvU%5c>}c7{JuWYuuyE1LSnN6MNphr-no!f+TEI>!8}m{#E>~H4wHb|3X;Na<9FHHD znkbuaP4%%!8W)J4v0%ca6-^%5o3vNY%wJf!%$Fqx6_SosDA37ft}|grmsWM+*^(Nw zPTq59YKQmQVYN0uf$kQ^M#Y8s_TdK{>uxcp!6r8Uu z*=e|qkzJZ>CnHuhv-cem#Dc@BE_3$jn%8MZ?W)TCCUDV`{!;qw+<%N*kEQ7J=}J$V z)m!;-(tmdI##a0D_-dBg#+~WLO!3{=vDmeafv(M>KLt7h>H0{3Kt>dE%&r+3H1|xh z^0ZnF3d17)UC3~w6@D1vUg$QCAgx?Nn%-1TY<960jN(tsMDJ*cMmO^r3yzL5dieZ`wE%aKQ`-G4`uG z165MVOzR(v7J0K`M{k?2p)$DVWlx#-se9?zEtC$ySF)d~>$07vKC}}QV`Rx%k1dV| zo@#Zrm>r=uiLN76!-Gdg_?i}?E+YhM-;^5Ba52UfYi|)eF>3->$ZIWJc(=+>(`joA zFay5+_J_G;7J`WhB2Hh`RG16I#!*!61Rz|C+RS_&~2C;k7<*6 zqHdZP;8}2IDO<^RyhFn^-E{_p|5ZF`)TZY@bGK?Xv#5RZ@`^v_avIbz|wLleii`S*Q8o+dnH0o#n_|Z8~q(?;UjY3Bb-Q-0-pFXddQEObU zcE3DN&+q6EyOhL{_Kf~h7)@usDGiN>yVZCwvH{OK?3r{|eYH@0#P=M}mNPPIC8jpR zw8gjORq-UbMb*fibq%wy`;y`+1B z8p}6HVx5&qa_$^DUt9M$Z`&wMJ=4=1A1AM7Hl<^&!O=4vpKt0-eMCaMr(kZI_=bfB z20JEjB0AsOVa_Amj(SfKa1e)plB(W|f@Mo)>XU}#@cJghT9hT2^MpG<8u_wC3z19t zguR!r=F23*xvpISo-8GOw%i)jN&zS7X_Ce1{n0>8Z;`P_GntovFRmWRE`;_|=M{S{TTqV^h z1c4dOe!$ZxfNKv!E%S;`#o57`k)dK{9DKm4CuiE@cB1gRL7HKW?&&OeIB?n>V znSXW9+OyZ4^` z0e3v*M%?A>ER!MKgjKkP_Eg)Z10-D~Z0Z6Jn+HQ-lXCeYi$j#*osqk1u z?yVjZP$lk`@;7B1TIqpJCp=3umZXbwi&oT?EK@N(3yC80YLC?BI#{Rx@mT5tVUg51 zCUjGq5fo-x!c5cJe)(;$MmqPwq)YjWK$*0;vIEYt4$VR^AlUL`4Z{zLiq>R)w>n~E zbw6$k_2Esk5RG;FS_&+MPWnSoU-t9Fh!Z&Y@ZHQ(Z;q~VNENYPiTvHt=FqmAd4dCY#XKOV`V5q9d}#FC!FA zSS;M#J1er!Labu``sN*ZpMEYm|D(uKc^)|skzSrh+XcMcXEBsR3$qHDK$1RxL(-1G z`C~KQKVIliwP!S&Db!l;?tJ7colYOO1c$HoJi{FsoINaYAX`Ol+G|sjGj|(~EDv3* z`E%3ftH389>s zM0C4P-g$~;AFsjgGph3Fdu@BHf!|!=gj9BTT|ZY(jc{~7TB6MP!1YMGWQt}I&)?_2 zXW66XByeElFje{rSpq)|FHN+?8!J02-rTs&wpNGdg_6u-U6nb z+Sxr?%GjzMQn6Lr=X_7~RG>?0u75V-Fp~(V2_k{CxMFWCK`r`SmD5Z_my|)TsQi=A zCgLLbboG1Xo{F>J33tP^KX@W1i^=gfw==zL$gjza_J`t)hsNUZ0cH7eG6Y(k;B@N+ zu`kq!q~@44)@zd0JR=CC_MEb+#j4)paU$tFvr;weRcVJX3)LbezBe<-MR-b;sNbde z9*15QqzOdmcLHsk>c-fg1Ke@k@04-ytvJV-yxDZTz;ZWY82>63&Emj5J&d>L=PQB~MY4nYOD@3y#e9-re)h+m>zL(@Vn zmUhE77Lq}K7#VPNDX}YQqqBj55`9ZvTKQCc)4s<~Y@^hU?L5>S@%Zlf%=2MBL_cER zk3D(dA5VW^_4lgAs#CwqPC`OL^#@}H#`Pi{stGLDux;IHeteXu#akXSie0naSZY+m z){F?=5xroI=BG_cjPrzEl(goO9PP^GOq8J07UTwSdMheYYtq1u@i{S?{~gSQQNu2` zG-}yQG^#0HYPRH^K&9;n+*NA<{`PO}Z<*9)Tugp6pO;K#d&Oaz((6`ttB%h36-RQm zmXm6^T4mkQid&Iyw*?cYi)UsMDvFN{pZFtfMqZvSGoTdMO|| z0<#OZQ=8o6ej_uNu#3c)k?C*Izi1N^a}FF2W3EI(-tyM!J{K#kv4ET zGI$Feosuf%EG>k&YhUBz7i9Kk=+3uy5F;WGXS=V=X#27@2_nzq|Hb#V61s6sW;=Iw zQh3Qd;7)&~`qC+K%Rf}MY;uh`m2Q=r&48J6{>Eat(^LF6N#VON6Y?tRsrq(@sm=!HhZ;bj{dZA-Yx zj_m$@s4Dy?&BN05z9FCYS>xk)6wml;JE2`=E99%CsMoWXt$u)ULhy>Qa6#oP;?FW< zv1~D}tL1K4h0Uzf0z7Z2Pk!m(oAdkkkS&7-?Q!x4vUbn9O{7N6)*Z{|0i5Y&Ar+3q zMWFvi@vUpfTdqyKQ`TDGxpTrAM|&5msc$C7cUN zk`#^XnJ1Z>mqmJ}^4+JlBPEGy*rV7L4bgOq_o$#x+69e#@G4bW)vXmp=lYhrMrDha z)K{BVAD2bjP>4jg-^v|P%?DvK=2bhw3;zz;YV>pC8MSA(p;ADs+)X8=P@)S6uQQhr z=(8DGEW>+BiZXlS`9&lR8$8A7(MxT#OPi)?FlZ*V}-t^CUiDKQvK=0G=QO|o%Tj=XI0Zo8kobF-ap=oC=RyOTHa8Lt?7vEFHXwp?hWXV`Pivuryy z>&JU&t>YCdAg$M36aQ*95m{ea=dhb@C)A{gi%mR*F_zw?z0XC^kWzEAE7{RNr<$gQ zPBx-y(yuQitfp8`O-w*huWN1u438YmQ0uB6($i{OXz4oiUR(#|YH|;jsvfepM})o`bzPrLO_{Co<_2Cawam`ewXn$O7!d_Goi|;xZl^vut$1rX zQA}DOiSlbFx)tif|Ct)Rc|=i5=0nfWH$NKEs5afR0u1p*otGF=YmCAn1VW(JYuR^; zNp)#&AR*Mkjxfpc5GgV8&Fil*T)tL{4}0=rsa`5hO&#UA9FG>C92f8NqRj*FA0zad zd9b#)q48Tdm4C13-6`}CvZFa8x1v+}vu9jwtKd6n$$U+5I&u*Hc>o=G{UH4=BEOv0W-v zyr?mrggYXIlTGiALG{)exHki6tA3u!>b;ncJuV6=*qc$KqGVOIH;`LAwxh!w|0m=1 z3ffFhE$_f3R_=2@2o>M=dEVPI^2TN{3k?l?k@zt5xU@K&|B_U6KJw(~4?3u>oc7=? z8FB#+xUiJqY9W7Pa4*alFZoBS4Wv(eHOB2PQ-X!zw>`*J%=a*7tdk1qH~KDPxN>Eoc`HI zq#xwqP3SvwC2ylnS8NZ@r%_!f_H=R#^)?I?fwvd0wsl$%wx>EcWqM`I5m6{)XZmkU$cHp8EcM}C=m4rw!gp1YHVPq1@YZpa6F)GRgPhrLywCOvwKHi81q42%n$OWoRy zWZWeI`CZO%g+9N0gi6U{6?;h)djl;~3m z3j{nLEb|mqQW}_T7R5GR$FVHaJ#En}9$JpWrUI3EPhptiQ|C}Ol|O7b37!)y#28UT zQVG^=Ap_idnwC>3f5U_|m_U9k6>62ox5@!A@#mivZ;tS6q8MfIvT41J4jHX_`b9eC zYM+*4Y_pnfmA>&O0w2n5`i?sPQm_3dQV$Be1o#sD6L`$-;LASaS-X?Wm!AKW28Ao> z?($MIAtPf@fg36RzPgv2DUT=oTIv)&0-Pc6PE96*;T(b!?0}yGEV!|Vs=<+z1Xrj^$nn^L9IOe11u@y7xLBzS0icuIr)Fl&x!JGiWajxJ# zb9Yzxt1@)=E_>_h&DGV@hgWw6;-!DO!4>!0B-W>Sm5gu4e#IdfhSEsNrV7hcAI+Uy zuvz8MH_i=1gF4mdJPbAq@g!%EnTCX@$MT|~fjTdFER%oUpbu0j4%~Bm2uL6c`To%J z`QlLH0sBy@2h-h4nR`)COpz|l=PROb;|tFcBJoU#8e8%hm922zeU`+H>T^Q;_{Rid za*6V1k@`&XWT6my6ic%8n35phUeHx*YX6SgMz_uP^^J?C##Zs)m{ttLr>LXCDkO@u%1nEm=ID{_#HM80Vg1dMv}t(GG)gkY2C+0xW6jH63nM&@$9yYPZ=P| zeT|kCfu@`BC3py>d{H^RR%rD1jpTkk4J&EJJfNbK*5Q466r$+4K4mFVxjwGv6*3iq zlSQKG$Y6g$;_(fO%}J<{+mavheM4g;x1?7{Td#g1!YUG8Gfc>rcG|{IhZd*cvXGI7 zB00R^kTxx6lOuv%=dGKET+>)p(Q}z~x zG*WX{fYACn&^&o9p7{K=kBuqS>t@_ce~*CpOZuBp zDB0ar_{^~`_=)r|sQR_YTwPIIeJ`pxGYt6)@!_+tatN&G*l%L|qJWZ!cEt0l!=LxSry}BaWFPA4 zE9SSA+>ti9<=k<0>Yv{h^LYDY#aVyn#(aCkcx9iLZACzIE!QEW4SU6*U{x|?389qn6i&FQt3RU0G~?-^BWrmM!r#$HZL((usv!z5~RvZ zTa<5#D^e}3d9=OBj1}8A$S#$2Hm)zQt%3edDVW$SU94E%y8j-)X`(&v!DjVpaeBFw z*K$dvgBsl7rWsoUzq%x@4PL{a*WSa;NBz5+@_Wrg>`Z-9 zM&`(LH00mwh7sd&Od_rbnQ23G0b94I$AI}g6-vyc;Z-`-qPy8b0wD2fh+hw_L4$ym z0Y;ly)sak3EEx|f17i;^Su&)H*s#gI^N9@(1$^D)&MfXCwpn%};L5Y5&t{*Q@bNn7 z!J1VYBabQ~T)=P%Fmw_X-IhbJ)q3dpS_xEaYHpU@T>-{} zD*+FZTs<0@_q$dSbpp!+bJQQayMzw{l6CeQJ~+B^L4!{ar~La+_raFCzdG`%qU_P- zJKp@ICEJWF1I&@AG~-Y#ORz5+G;aRzh?;opX@#sY;5d?$y*D<2Rkzm2&|QWEVFLnR?rhXAG77HvB^X3N({`z z+&>FVB;-Yr{I4R4$B$=vPh813ZubVfYV`6Y&fyJ_h{ob5eni6qyJX=v7PE4O$DA z7B&BeN0{~X7h9S zZ*vm?TU1HQ)DYUTYbeKj;qZ9M?2S-`92uErp^lp-H5h+yVyF8%7vY{kxVXyCPoLY9 z_6O$)r^Xq$T}{n71#L$wP{D4&&6uVZ0QkHE*=>s8{$N7_`UnV8VKC-jul)i%z6=PG zx-G!qa3L{3yM3RPL1XLxxRC-Sjl*7~QP)f!OAc&s$2N{RE3i`)RENL8(0+Ty6ZWI~ z=Uy2VmS&h4S1NIdxwN?%B?x#?I$8{dCZx%!K!HAogUK{`JunR56ObkFPql4ca)%-; zv6ukpuk%5%SObsBq6H`(V1>Z2S^kEiBA`ZTU{q3LDe&JwE0#B9VawGJSU@<)3RX0M ztMQb{3yKevE5^(|qO`Rfto_6*cvluh8G3{nU|{t;9vcpZ3EGKTtnH0NH8%bJn}_rs zfS9-);wWz!fafP6(-8k&yjiqtv4xd6m=3yfpRPH}b#` zrVMMq@N+^Un7;VY#9pZSx^sbXzvJRJ^#@EY*ya0`-_y7c%8@m@bNPn z{&O#oCvMzr&AA1!n2%C_M1hqkY3t8zqXZ*RsebazHsS|82zz;bROD9PwR|Z5jeSiGd}RAy)iZ* z^fKMVkVYnqk^%dMX2cuX5D>)i3nOBs=CJv`e{rIT3EB`+2hvu8{g7N5_D%l6q}PWN z&Dnf^JJiFUaH_xK{)19}neA^~D5nQ2@&N%)oFUWH!I}RdaRjqJ;XnmP3LKzFX1dE^S|)~cmriUq6MKRb&d z0YbW%P&*hDG^n;gDHxP!b{7;ls`WvnTrcNH)JgjQf-qGK5DRgVPp!ee3Hwu*cFiYt z7Y&=7>+`sM4XSy|r!Ol)%m4-QS4Zv9DB3HAvJK6RM0EwFVstA|dU_*78H7O%atd71z&+-m zupFy_4Y}pMSM5zh*Hj+zEeZ+_SfBwanj=V!Jmg1(kiaJsr!p(5bq!+_GGlh~Vhx}% z;y_v)RzpE>wUDb=lm$m*90WQ+>%-w|gBAntL2j2nH0Lat(jC?+ zh8#Pw&}~IS_D40gmoX}PG*J+q3Ne923hG8yq}h)HUNSYKhFbB$O?csEyiN^y{7(Ae z?kk3wME|HPkkk6bV6+)%jZ$mjQugrj#%8G3iC;nJr3T(%CgKcgdzD$4XS#6R!0C^# zShA!m^O4a8Jz!8W^%u_W(rA3dDE4$Q=gwq}L2Pj=5k*fVV?mKR)-ia;%kn14;2_9iP;w8g-q<75^CjA_eM|;nrcQ2!Vh*8Nq&wAu+L@$bN>f6i6a{a>&y+izz>vSUfe?Tpk3x`@P+}tH);d~Q&0{9dHzTu3wFc#1)*gGTu-+4y#Vmi-|JYWxW zn_duDw z8vGPBLf2-LYa(oUKqFSZJHa`Ry*wi5qAPEl-I4+?Oxg=myo$$ua>AB9pQ@gL*_-EIC?6d_V# zCH@DTqQpupME`+Plvs&{NR*gdAz^433YL;Zj*u`EEG0|H9LN8v7hzCFCH@DTqKrx? z#Q%YFlu-$VSd@_*qDT~h5=bJ^7-f*e|Fk(p5&p9eQPfK6i9%5+t8)gT{->R)tnv0r zGu%hvl~4pu`3vF7j|8IdO8-IGsbCad$!X!F8^ni|Uo6Q-f(d@o<-z|dg_C@9{;U6% zzPkDYp@NFGY6cpShNxg-o3YK?68}L?Yj)MD5=;zR9ExK}1hHt2@=zkt|FE5-IFx?v z8On{sBHaHVSGk#3lw0XPD6=?;>imt_E5G{0&p~0~Y9bjfU9Ai1_{p8rYt|^W0e^g5 zC@xPASnK_(ReRp3x*%tKx?sqt27Y|HfPgp`&`}x|dse_5Mya7jgdud;6-M4@!R?YZ z248^VS?H}1N78*m znDz()wFec}Si?@n<|b2*5eu0nTqry`0(;bi6X>yLASZ3W3dJ){k;61Ph$9qCa@j0K zCZ2kHVNViw4y{sccmFF$7ZEVy|JYmi-B$!YPCk7A?J-{^k zg~smdF@z)sn+t3tBImWNd`1AfNE#O!dFS(igJ3_wotPRuQn(PI8R`1BTfL6gfPm{BV z>!}oQG?Y9D>Nyz57%CyB0V%!bca`7$2sr?`{XuFrj#ENMSB4^+Y1!hB6|!L%=p0 zEKhw742Ptr+z7 z`qjRWA1o<-MaG=ILrRk{V__evGwvnn4A&~RG}*?pGE;P3#A}Gv5|cA|Gt$;&M&s^_ zE@aDYz&LD#h&~e&NI(_#W(qAK_Gct#@>oCk? z@3S0Z;4m8X$G3L_+cKBY885nQHjW;4wl=yBVinXK#_NpSu6M`|9%}U}AYDw(ZsRVA zt+UoRfz86i!%NrM+*MV18q>Ds!oI5FoSdr4D3!ILwbI&e-wn1?cY34J&~~}LwX(%( zXJzb7<_0_4?bHC|gD7@1cd0-e*G?9i^;dagGmJTOhneM2H?dV6=}B>x2=mhENtO9Y4qJrlW`LbZ~ljtqF(5dUK(q^P*OQNqjIR_ zjGxymdcEJ?+wky{>oa^++N1B`F{%EQJf4)_l}5M2g)#Wg{4fCQU63T~UH|2c4hm?t zRgLvXS0MQVNZ`qp!g8YSxLp^fDA^d&3XZfW}*d?@s(4j(7KwTWEp?4$v@}z zpt_-e4~~xN;)t8{v&NZfoK}C$1x=N-C`bQ^eK`N}5Z@7vxDuKf$>FRT1Y~SyHZ(gL z`&mnR8+!A6l$)KX%)lBO$}5Tus=lPt{p6s&!z43_FHW}B7X@)IF#Gmg(xUm}Q=@NJ z!q4LJ5B}HKJfzG09xe2T^Yk2?1eI?i2~@f57&>0b=H~d2U7ZO@hPNL;${_rp|AV2C z>3^4f{Qs1~`@iMTens{EcY+aJrAfPB286B$RKC`5h)s+I2?$EUsG&mm)Mwy`?vk{q z1{luUmzHjlL@UU-HD>On>ctLDHnCZfFNb0qL$YqRiGCKnTo9+QXg0_L5lhZGik_pn zb&{ujw@fn(ti^aqO{65h_eD!LXwQwRJD6F?_iGdmTe`!uPCH(^x|Qz%05dX{3aX-l zmsCCOj}=&f1&U3UiTn%Cb&u)byA}-s9-}bJ!*YYhT#(gFXcE$=Dx#zDIx4{8?_7ID z*Xtws6C&;h8!65jAfwTUMqd#f5fY3d+#(>wSc~w}kn%VRVKcoUkSg?I_6zX^;X_55 zVf~^EBgzp+WNIdvfmRHASQP?LcG0k%HTg7S5F60`k@>&+i;01qli~l>W0&2KE-IqW;5w@IyB+#B)?B}oFvtsr z(?Ee1c#V+=Xqv&zAnWXsYak$irpSs8!j8Zws464^ef8xLG2B7>QN;yC`$(o@CMpsy z?ia2=ulPT^na;;kZ!3UQ3#DcP$w_3S**lerSIFC5S-@-`on$#wLZ@Zi?UEN~IB{$f2hjml>-YG>_P2Kaj5ak6=ymnT-m^R>eC z_!BQRcukD0FY5?(V;8PJzTZ9(m&HU*ckY9()rCHoSC+};Cr*f4BV=_Z=GEn~mA-$_ zvg-GJ3x*tug=8Liu$EFoe<1<9186e}UdR1kzBfLalN zwE#d%rj-b)Ag(5Wz2|8n&L#lf2+WlTJO}Cl_csxFE?6f(uWvUI-m~CRoR0!L0iVIb z2n-4!Oo8DEdxC{Ah6#X}0+|6i6tFm;x5x$sa7s`!fU(cN;CE=75?&9WRe)jG9padf z%@qZufUo}(S);&bV2uK96RZW)3i=7!B3uIit!Ujxv_$3#hMKJrv;ovA9vXnFpm=Vs zVr3+*0<$(g#H0e`foTQr!Fdj#5htbWAFg)_v4-gi)CH6Z=mz+SeI7*zd>KXuei=8R zT&4(b0-zVk1^g_c4xndhM85=D&wdW25!g}YC*&)08SMq|EUXUnEY7RUUsNTF6Hp6; z6XEp-YmPt#kYjC#upE9*VTt_-xKiW`ARLgbz*@nd0$v;#0NH|IuZ1j5AXsU)n2H6% zfdmW419#8e0;LiJCpHW)PH+_5Jt{UVMXFJXgs0)}DKqnLpuojFb@LGf&cqh~junU`34p;mo z!-HN6s2z+JxC@>(yy*oPPuzOGCIG$wwPJQI_>`?Ld`_w_T-FC<8?YU&21qAf4cHFg z6NNYG8pH=?8?+s98}^l>gZxST5u}6t3DOIx25>9n8hFcQU-{IpuWVkc&wMU8KwHKK zjTfXHl@~@M8V_&_%mc<&`~twe;3>fMbbe{ng4~Pd330=8-`RrLfY%Ghf!zzpAwJT3 zo~+N;!ueeIk;e<_78F@uL>~BBd={W5q!j>9U>2w+rnQt$09=uFPk*j;>Ejd?SzmM$ zP+yo^>85a15qA&Uf_yLA0)0>Wl(SE`9Pie)8T+)BFk!_FtRN~y$Wn##Fo;zT-&|Nuv?&a49JQ-WT3xK}} ze#wpye<3`eeD*8*BjVof{Ad7wv2lR8%qQp<>k}DQG#}_E_&dz4dLR3o{VB)Z%_+zp z=OgEyCo=YYdc~?DQZ9&0VI9Cv{Nm3;&Uf37libg@{_&&z54zmXb3Vt{($B!z?k94Y z{};W(`#5wC-xYk$_t9^oe%5cv@A!^RR_5;rS@x?W^#7RO@;QD3hmXi)W%;l4hmY|; z{QHkD-@hJyj|+~kUS7GMo1@1cTDc$o|8Y3W`Ct8j=fojcVhuY2897e|r4blRGo*O* zq4hc72KG+`rgi}TGFj|k06p`AH``0Eq0cakx)1c#fcE)3cFZ_zr}hb}XRpSx)IEd+ zSE!s%{-nFASS>|{%Ws*l?CWc^^NxYz^S_YXH!$AfKwtm@YWJ~m61qm^m1*DO>gen~ z3eL6CdH`9xN1p=l!MfXm+SUMf-wRye0p+!W)8v9*d&5?LT4``{_`yH_IqxI30l>5c zpnVYNv;+EbGp4^?25JuBgmR|^{7DD3y#e2H<-X3%f~@w;=?3Kyw%=>E>SADJaTPzW zT@tIG+@7*7y?F%Ij{~B8OZY;;m-%7VcuS^~4rA#U9OZXO`w zchV+QWlmQd!P(GhMS1UDc5Hu(n~fA@+WGCW{>uz1JKO5{ms7Kj`5g}@i5*Mrf* z9-O_JeFAlQc}yUFf_|g@;Qj>7A~G-zBm+by z&}bB!VEql;62>D6H{=!aBj{zsBa4n?9+tsW9+wH#qBT|<>_~pgd1?w@M;ZHz+ZLuh zYP+9z4ChehsoIVS)X+A=zml>0s)3vp-N7II5}3j_#4ni3io|lU6@`*aEupVb zM`|nqt0{X;@(rhpJO^Rm}O+jmOO1_ zY?E`h7eJQOdS-u+d#PMcX{;{>d&y_9xp_O?{s>I#k=LDr9Yr)He5zRrHY?68$sTg(ye~C(!1qeI7aG`( z`<*ID81@KAYc)HEVT|+!vGxrXL4G}0yzYp=jI!^!N1O*xWznxYd-6c{$(7kxO8}=6 z4$+CJr5@G9ILJ9~lw*Lm=TC$${OO#LI&VJ3tne{-s974sJFOc#8VouWUjB!y1!DSN zSmVvUV?=+jBAoO=oTm&o8<2K{e}Ju4a7uTd$x}JAGN5=@0cW=$Js6-c55UD&A2N-_ z97z2gVV{wGF_#}fh4=vnG}ww@gfFuv>yVec016`0d^dnaSg_4#TE4(1d@m{(uD_{}4iHQSEm zqKf}0R%RPu`pXNno4r-r+0;}gM~c+-)|0Nq#Rmct({aixVFwGZ{kuxpbWHWoz7JBt zbU2^=bu3HjSm<;jpByl$tThp?(O_5c&aq%u4-CJ;h2EZP=O-L&gEeazCab0!!Hy(A z>>%79;%=~NhgJXCwQQTm>d)6yQu}PPiC!aJF^Sn}2DFYtp`cPMdlfBj)}J`pphcAZ zK6D_FSSpn(_*WY>E9h5J)(Vq{F4&wMt@=NO+Z|v;i4$p{E$x%#r>-p&UZORuc6vb_ z8SxcIol8*1#skO})^oQ1Y(YQNtE*S%T~!@jU0fc={s~)WCZ;}OwsP>aS=X3fOWq9Y zzB+lQ7f#agVjHNrJjg*TZlhACg<7w^;Cr2|Lkv$yy~4GpAG*|O&Ew*ABZaJ43t;4l zrK!Nx3`_4N8g3wMRJweOh;+^qt0E7!C_P4*m6Cs+VDABO+!VPdj~$S3{-I#0Bm3|$F!l0DgS=V9x|r;1nz{YbfV=j7bmZrWe% zg%qoHVYn9Xs=%LcH8v4fBlwvJakaO34(oz@xkPu#&(e)AwhG!xTQs*-H| z8S6E?`|%A9eTFsF3RgFb32;G$2ylc4T8i^?VA#dHTx;^U58s~Z>C{UQq=qGa&*4R@ z`+R~$Z6a~3*F)L&oTYnmOQ)-*BC7@Wz<=xJG5m{PMP9dGAhaLy8S7U>3hE91L|}OV z{&Kw;Fjo9G;sd%?^91!%IImUmS2qIusexL+A}gVK0PpF1OU)nQ(7>`sQX1uMtu&`_ zB5g*ZFBa_|QI)8~7s}9e(P2-gQQLr;wS-!8eJia@$QVYz#j1%t_?5vZvQuQwm1^qTs-9z?V~<{cH2j-B&3H>^>mgfVpRb?OaoM^2 z9G@MoU9Oy>uU+%d@^W{eZuEUkzp;M814S6p?mR3ck8^%XS#2QgVe+F@GT20S-u{Kv zCE>@{r+pEDi7X29znj|eZC`iUd|3C|+v1eDqj(S2x)9nEugPF>Z1@9p6vgc&cPYrP zV8IPFkYkcSUrNUK5Y6V2Oz}aCkU&gp6WZ(WYp-ami1RC}%|mFCq&z(U*lvp0AZo+? z&g>3-GS>Zf_6TZVn?4A21Rj#UBvIW_&Q6(xXIhL(HbE6vFC72DHO~+YtkgqZ(5w=P znGe7W@)&!2kou|=-Pr{DwF2fT!^QVO;t;nMJ(FHRdjhJZ$KBm|@77|p+Rx`~O%^%g z$UpCf`wyq#$Ft^fEB!T^-Z@Fm9KZeX=*belcOe?*5_5}O5zreo&;q8`8r89GG0}=R z!u-hR-$fK{E!x7U4z-KmcUfqM7(LKTKbp~Pw$~W`XX5VzWG~UVfOI@pn6+ty+LO52 z=gfWJ#gr%$h)2iZvs{uzh}sT>hbcNVt2zkE*ZS^e-xcr2ROlb8rOwi98*EjOIE<)n zz5uj(vnBaq2j9n3&Kv9mLtmImE3NKGZL~W0_EfDo*%S#fRzav+!5a>TTl6B7CNCv; z4TDvW%~&zp$}KJFd(KRJNz)zQAEG&GV+z3xZAh*IO9kmQnj>_G@;GYd!O>|<=i{8| zS1Ks~($7?@%EPG7FY!Ty=l)M9hP_S>?#Yq=^SY#%dT0 z4M|NeV6hh#kIT2R1bM)frZ1L8Jy}zy%^|7KRgzuYc0r||-X}2Xu-54m45dEZT+~~Jvs*d2|hut*2_QSG?P&3St>0?qO~M8AhAG7R5Q~o zE8bTh1{xQZ2&k%!>-EH@EaNy=E+U%)6&(dlZlwU^S^ymuFWi=n((2rKRiNX;Ld||W zw;g&VW#dJYMS2@dhO5hO{SiY=hPQpYlf&(9pT}Dq0BD5T=+Rdr^rT2#k5dBcHY3KQp_&jg-MSb9M-+VaqW+2+EQ!Zqb^tI~#0 zN`!b3TON9ppfdFM-;Nn^@SPXY3(U*d^w~+D)=_L?i?4}-UeI!V2w&qAmwm1~@4x78 z-2+wo7lMUlS`~23GD_mw#~UYHb}cte{zpGl4jXknJ(gQt!h_uMVwFi*&+5Ah866kQ%51?k z%q&sc0tQO2P+4D`z*G7nEjeo?s(B?!N=n)xI#yXsPQ4i{3E1@vLLaUo$xj-<{WhAP zN3!t;I&ph@oF6Y!i4p`b&WVI_BwrzxMnt-O3ugBj-PApzzY~!3OS_eF>_Z(%92V{6LLW|0? zLQx%5lo?SI0QFnZ7XwLQ(N`-fqo1w`u@mEC*c){V2}Z-TES}GZ2b2d%x)d_-m~9Ed z6lLNQ*Ur;+ytWKGZzy(xxdD(b*;ArN6cplbHdbul&9i9sWr%E1VhMT|Rs@_?5-d4` z&;kzy5*=cTyR)@ID47bsLXDap%U?mFD6&wob<#a=N2o;@|1{Cv zZ#OmVX0W(DPFE$D@p({&+TYdcs(C+j!On<}UA`6D>2+~*JuEwJipP7DtDe4bKa=~v zVOd>*UoHLp%~QnUGEP|wuRK@=Uz$F@pjyp7tJxl8a+{+qxsT}^hax6WU2bN_SQ%%a zDJCqks_wfa^|q`JS;b~D(rgFmCTw~#xpc-M$HvSQb>g+Nw+Ko^rA0y$iwa#<6QY${ z%n^+^C6U2sTvUoz&r13r1YC$7oeenmt;v1{lY6tttVxloZg$bE;((4aZ_yHTLm0mn z!@8~OR;iNjHm3;vBcnE{6gE9Z5k05`nG|XbQ)Wf+=X}8LPbDI?YEw|XttJ+G9l)wy z476=%ZFy{iVPmNyqvz|jx?Y7e+5uubbLWiylZO*<#z=Q;vVi69@>)B2Us^9Slh@mc zN%fe#eOnKgQg05Tm0c`ZLr6UKe8tmh&gT`UP zWPLSwyiEfZ-K7)gl|kvOrlwEIIT=PBqN%XpG@DRCxL;QPH5rbYUW;#OZ^?|J6?-O0qq0CDJ&FzZaL_NUG6h)~Bb1E%EB;ytsxIcr z_zRv+1bS%kf&Z>9@JCxb)VdP^X$=Oup(d{Pou9J)pOULJ+V2j`@~NfTNl8aVI#hfc zM2T5D=D`pQw&4>eB}FxR$60Jn1HWD*oksVG+6N5}Q`Ny(=bz_O=Fze2_}PqZ--oU@ z>{|fe>!)sXAC(#}aQT6K@zI8FfqUr)^V0@i~3?@|YxLiLZ zAQ2d<#q?`(my?gWafP);XhIMJcQF#}-6j|~CS&ziLwhfKegauv0)qJ?^5L5M=<7_( zG?|nzm}XG*)rIkXXm45{)K~_0?@y0|6}timvqtD6wN}T|50YUCqS?2=+)2Mw!dC?~ z*kE0?LLpc}nidW7ST2MD$8RT~W3JzffJ~COmV|=@j|8M?wP;AUkwDRpI@z$6v^g9g zzP-y4VvR(mnNDV!YHIB?NRWlr!mE?3USwt$t6_wF85p*e#Ihs>*^?F&yB1;h=95!? ze3r~#+CXS20Vrh|W*p7M^j@rKT&&QD+4x2*muZEh zeoFoj@?)*?)u(He->#VOfm4!|i1$5GwLRsB@MK?)cTzRqP47+5O`=AsYR0rNMAA5uLIni( zK?OpZhpK==U-boC{{Rd#7^=AbK~WAl8bz4DdMVjTNT~F(LXerjt09a;8LAIj#PsQG z$Ma6%nP)E3m|ZZkrTCru{cE47R%?)YajkODAb<`D1wy=T^}99H>i4+~_uJOO6lxHd0fwfp_Bhb$tUyY9OquJ!;;^1QA($%85L;hs`Yh~Ht1nnL@aMD3K zlAVq3WG<03h&M57KMw@TEJW~UN?|Na#6AW;16lbC6tl3t;x^Kw?4M<58RzSIRM>F= zGGBpYfrjay8rwfCR#M=y1&X1qW2B0Sp(2hYx?G1bqWu+Z(p6X~s|jnR>}Bz|Z6?bJ zq4YH}JF)cIOaChMw(b2$-XQawY^x{hxs@)py?9*mWD9h&-TnH0JeS)*j80KzQFVu7Ob6B`g{XEb8*_VUc| zR^6CgH>x%eU6>9|V6unv3@677?%#N{{TOoAg|RPj_OULpXJsea=l!z30L^NS0{6(e z5^Wm0?Hvio?=R%GXBSeOy!9wcFSD}ME42~Lfa4M-K!mDGMyu5eH86}XXCH?Kh|qis z6$dSQoX8XfEr}K9FS{1pFyhHAq{7M!;b+B~8U?wYZ5RaO5sJYib>z5BHCwOyOvlrE ztt9+j_tdtI`t%(I%g~|Wx4PdZ|0(zAy|1B%G=H6KNx#0k_YMTN=6W<8y?5fte!HCP z9JWzE177d|v2nn-3_;y%+6)b3wnt}Ndt~D^5+PDi8II>?7P3EipBnWlQ~jMgv)y#b zG)`dv6g(7_GZ9UD@%+*opl+nHW*Y3=l4~2Bz6BgX?stO@P=^t#*KQS6;DNK94mU+) zOC36R7T7o=DInrZbd$A&^tc`)er+oY-&Wx?_R9b3j;EEh6()V-(`DNh^+EQsp5zm~ zc`$M6t9yUj|4ZUNO}uGKX}Ni|N#64Lu{QjDW7ymChe~m4J#MRsWWzz~ zNc}A|27im%y)knLQ=ortWue?Pi-0(0;g9dG+VAM_TsasINKb}^<-FV06_kw^gL8s-Pc(jD zAL0N7W8p9oAtd2cut%;`Fe`i?Nj%=|-b#-$^JYoZwPXl&9!Gl16!?hiIUx_G47>xyg5tno za9q$$-o{^lL($H3KoNABpUxST&1G2j9s$!@(4K$_PJ=C>I!5EUs?((HT&JjY&^|Xa z^js~7F9xXfXQdk+V*$YC{_+Q{1|>I6;9P!x6PMKr_hf*sji#xG$dG&YZa}12dTSpX zAD&P@ayDhmLiolQdzi=QJGd8k$n6siDQCTKgDV0N$B{w({GSjE_94uo#s^S3k|_|A zDJk$;e@YzA$Yvu7hji-=-LQ6)jYx=i63mdaqeM1`*RspRE?w^I?WS{UcKXvT zu02^_@!fut|+>Wv=@BGf3I?$)hZAq+K44SN%2@8a|_U`@*T z=Zx2BUMh`JhVi-OIxoou7hFH_2Zj^sH-K|38S89^4r-E-^3)bUgSDzqxixQcEB=VF zng)b~PLJ4Avji4u92zqOk$R>k^JYA78epWPgVgUA;V6`*0_s6#@tT~*BElMv46>W? zIWia7&EKtH0teIKD>f-!J9QsQWbwK2qTUGIT6%5afcJ?{NZK(oZ3Ju6>23@nWS%vK z+L}9O*u}=ef%7SfbG;kk{ z@7BUe<)%rMY0TKpMzT_9wvugI9U2TO3UVZ+LT-^rZJ1@)<(SmAsdf1W)AsV5RWuE8 ztZE(f?CK@{OwI0UW?5yam6vT5QEG>H`}QZlqZV?{PRaot>sJ8NtOcU6wJ%ELggf$W zhf+IQNe6$aVR6(96|@b7Zb=4W_*GGaY3Zl=x+Y}ciroOuWZiOIW|3j_LIOJG8)kQw zhvhXhcLebf6*AgRCKE{1I5Nj047twa_H(s`NlbVu*Hn5sa`fD;9=n3wzr9+&J8ed+ zo5}lF_V*p)A|ZRtqrWNb+k0HMlj`7ErOC2lOLpzYgV$kqJMRe7llkdJ^DEc$`;4b5 zb-QMzy}-b*`(013po_`9TP2*baii`mwKF&G{odW z5MvC|Nr186Or`1jm2S}ouBVK_&MqH~H(D*YlD~IJa8X)209#WSc17xHQj2J+ma{Lb z4vY+siNyf-n7|;4sK*N1`Q9#`)VbC@Gu_strZ&phr5fmQ92D_^dy?Q@kS_qX$(2E_ zkPy%(`J-)^$uDzj&MAqd<)ZKWu=2yo%Z#4A<@9N++Yxl|Q@zcOn|3b6$`t^eD zrt8-4?H1?_0og?Uxt}7shDL5`Wf12fr4UiGtb2GJ;koX)>E#|)NYGmFLZJKYd+$qS zpdL%q4bTu@U0zwNQLVaiUcaSd8@F~@DVK7+AI~P;R=FeEHcF5FrU(Lv!meEQzND`J z)6p%PHf5zoLUG(Ev|y`Lvs!QKbkR9OTT!?+qG7`+9_3VleY8@8z!^>m_;SB_9WN2( z8#h+xmTK>ZB1)ML%?oyD|Eptw+4|}I{MKqCBYpg;!u-(_6XUB_)F#))pwrjeFXp)< zIT3#1HG_9|g8J`9x3SM>7wEu-nHDu(O?FI9} z_3YsYM1K2TH=nzqE|IX>okZrvMh;hQz)Uuf2tm4s~DoAI$&rC7F(@5M1GbnOu8 z5LPVl&O4L0Cpa}nw<4*14UF^XbwbuG{3C25=&O>2y19r3-;VcWx2i4omOHuicPq!Bea`eKW8bqO~(PseVJnkKzt_($R- zx>Lx#R$v^ZA|u*}Om<=!vq{XpkI2pKi4!##`&O`4Qb^V~w1Z5L$_a)drAeRbnU;2P zHl9CD91Iil*Nz-Jx#rOYMU3YPZ0+F`SUp~ct3EuXdK%p4>+IU=Ht&HP7%jV(aoe3= z6~3Lv6PxHy+HUq2cdkmL(SFRS4paFza&+fS<#9`e?@dm}ms+~28b>u9HE9eFm8wm0 zd0LJd;9nNH@^e+@J|-(HK6G7xp7s<^_%Wg9pEK~$X7pv6O&x}{SYs(>tEP$5)7AP0 zcai!oCl}JaMMcv(C%4x(*K*;IHsve_y{mi*+0`*^y0^W%eSD8b&*`V>x6otoxp>}s zrrG1tCLe>^R#sMKShd@h_B}Pbd#+2+V4(pfr(epW%TnBmVea z1%s4K_}U^N(r^Ty3~v?B?Pz(U)}*v!J`6!V1-REsC(s#UA-nFOp81$bKl^jowe%$L zWePIHP+#D*;D-!2B2A7MckJk+VGdJdm!&pcwpK9-U!RYkqzQ!rZnK^z_ZdyO0oIpk zDn4pG3_R~j4?$t~ndsm6;h0wQ-{8YJc;tJYGg0G0_g!%P7T0dt;UIvZi2*%Zmp z!sb}yoaP^un4AFIH5QHYw)FP+DWMi-n57xITe4yL(aXR*o}G^Vtk`^hP{KjcOt7v==^~<7^-QqUbTgaVNARd;mHmwT9sTCw zHCkwhY9Q}KWtKv;hER@D=nnbwcfFdU(|0)3CCi|yk*2w!731X!J!ELmfq1h_nzgRStY_+0J$w9rzaC>BMj2&_sL8fF=Wi_YVD-e7tF^mZ=$ZI?#H zO7qqnhL6c<^(f0WyT{<1h-!|f6^@DO!;KV8{Pfzc=YElDY?l*)@e*|P573Nbz%(zD zs99lt6pSH~wjgG4v;nDuQVBz3IT6k!@!Ai=Yu977p1IZSnHAQRb={pC+)Eq$s}2sf zMcyGEM)u5{YYvH752vG1)ye&n(-ME619;6p7y{>l3oAl0s4%MB;43G82Y0BcD0;`c zNDJobSBA4cKAEa;n<$vcsC4!@?Q#<+5m(EP_;pb36n@^M7RDGaLW zTIyov?o>W;mGKr?tqS#~mMncfeX8SHY3K4Zk_jxMEnz3uMGj@br|!gcPlsodhxB@t6uN;!(7$ec)Zg+^i5`p3vYz3;HP$~YPCFksn6z7Cw`{g@`avYS1gJo71+%J z5|6HGoShyNL+Oh6BRHT7OC%#6DNDMX>gkm+>b_`y4;z~!(T;U-d$`-&ZY~0!K?Nm> zi$y#H+)BKPwW0zN0%%AfiU^A|l~Jjw*;BnJAB>*Lw6n%$x-KSKJG=9R=rN?>h0CIEROh8pOt|_M}lAXGDiEyjEVB}KF3c{YJ>kqM$Q!>5_pX;C7 zSxiirYW}YF_DA-*4@5(-jJxA4;m^$*7lnfDo1JSd|4YAYl`S>e#nfkj$8lu#F|++h zL2Hqgb9g+9KSFxM?ozQ>Ga3E*s|%g0@;PySx!2*dw@o(c-S`u7yUNSpw_8f%WM+qX zahtbf`&9qZ(ss}&cRS|(_Zxan?(6yPsx0Hn?WON+b*io#rl${v;3OI2$nM|h`{{4z zlv45#8q-cX52n>@;P}g1BzK`q3kL=qkySi$c4YO5xTt}Ig5=;Q3H38W5|EsNghI_{ zbCz<~T9?%h1=}U*Y<6jYaQho`4j`)N6Sz6`#nHvW+!iy>D7H&vp2QpwrPL=sW=rOU z=>d&kY=|1LIr`k*+s6S64xSQ8`Nv3fT(gDWu`h72>+l2CtzLbXiKq zBVxWuI|p2u4sXqhpfKFpd(x`O9;JeN{d4z|7FRY;Jm30tSdZ6aHSB5WnF#)xbn2FXF+7^;GjuoI<8_{cqa?#g(H9z8iD^}4u9DwYNx&D zEac4Mnb&uT%f!6~NyfF*1r*obTGIDRj+<|nLrux4&efgMCA?~M=@r<6nQsZv;v3Bn z-CfYT0g};*@5$`LH2w)##`=3bks|S80fCoo0>~EU`X9p+=7Et7CSJ&|EVSnD40tYz2jQ7>YI*t~8Rt z(eTijw~;1Wi_Bc0ADl0g$g!CO65bX+ zuVL)+otx6Exz@`PZ%?C}iWAeUMdndu2{FC%qN}_{b?43l3t6)aNc**oYhBMr_${FG zDTl&E7}W}nMT~F-YJb6_vR)b4VLIQ`?RtR3HlKD@jw%P{iR`RmCI&k|7IQnx*U6o5 z;IidjAy59ka`qmZCDxu9N%%J`j($m1+9a(poYVDQfHDr!q^c7%M~YZb)da{SQp^t- z(u21F;2I%!zTkpmq*VjDbz|<_R>>sqvJ9F6n)Z@fi)Fm@gt!2*$U-$&B8umP1&sxN z47o5`;{TS5eSud+S4y~ad@La+<&i9yI=&5&YDW8p0T zpC|aqODQ*|J6uX;oGUnS7|JZ6^}9|iOQoD933959;dDKwHC#x|GH2fvU$*COA|je@ zrn=8##Bw(gaeO_Vd0d3VUUiofVs^I7hFyeSt#?+^rEqh(3y*rRux^RA%;s)h`*ULO z*xnQB1T<}*QV;h3>h~&QkI5m75cU-H6m_j{$=sUU{=GTDnT1WOT}6Hg{>|!x zsx<&}1paHaJTd*pHkw-_g-1ZOK46lg36v5_%vDwa3y??veGp-@l}8p8Hulr}4%$SD zm2n@b(j27ad8wa`=eLzKmpw~dJ3COS3E1*y5x~~p8OJSWI5385`dy;jqII#PL3}Ny z?dLD@Rqy@hRxBBotDRn}^Jgr{R4X$0Y>$!Z!{eyX-d?njy4U4Q+wS{RmR)~Q8VOlF zVtf=%VfWDJQRS{;pY&}>)8B(l`U#je`67&K?Q6!`@p8C2xF{SR9AGt%S}5hnwelgJ zAz)NHax!zqj&7rQ5QfqJpH^qyppv<#imBBhPJ>Y1id{LxA(4r@G`@ro>Le zCjJxtB$r*-3C_m1#<+3yG}sPFUGk;}m@9JPkQeOWA7-7oU}v0Pjb2;QtJX!SB^R-# zgbp29CsM`Qm=0m(DOT5RtFH$lWHa18hxJO;Rx;BW-;W85r8W{W`?TQ^-l$U~3RyhWrN!3h5PhsqAILEmZ zpJwm*nATR3i&B|{TYSaYpzp7+p1ki%%SCM8B_|7`<4jFud<`zE(_@Lq;p-Lfwjm+U z6I!|LN3XQgsX}48zRx}Ix+M$4NDyhdfamM;G@@mzaMexhlV}Y(>ws74u3%GAtO`gZ zGX_b_!{O=-D*zLUyOxMi8V2C5@zh(tm?fKD*xd*vxy#6Ar3-Dh%?c$m$WjSEAB@mG z9Fa&%XTt%`zh#fOfbE78MQL*6eJ7h!b?t>qEwcz%Tk=jOV`NTV$!aoI-f^pa+%AzD zV9$0ze5|&{P1zbaB~`_>8$nH@#xqGb@n~jz2kxEw07VkGeQQglY6IZ7wESR*g>6HP zZtd*an6&U}p;bdI5r@JSh1?1m<+95chAthdAESg_A`&n39f}w@SUGG&oJ3v*FFOxH z7djrVsM}knMco=c)NV$*vFmz7n__oa0yG43E9cNq#xbSMdY1KW6@lHRt7P<`MXVhA@_F|LU zwAN#rml#Gj$g^!`IDHA)Ew{4!*Oce?M5Hf`5_xA1=7zIEqb%`b;()W{m|)#DC!YS8 zEg_J#0}-{EkV8e7PM2=Egw5V*XtMhka})S?qyi9-U5QdJ08B<&R;~jL?sscToE%vL zm|S2iTg>N~B$o_$yX4^MHHVv0urN>ev7@rGrEWnzbSA$1KA}OXeoU@NKTWo2+4VT= zUL9t4>1k}WIfZ?3flvGSrq`(E@EYt2w{^Mb-$%W|=H5+y4dES41tyiooO^04XD!v9 z7V`3(9Gi^RbvtCgUL2^k#ep$lJGvU2dJKitU_HRBG+!<6N$|FzdCU*)h?g!=7&52t z+Bt^~3gQ{FSCSfmb+}O2rUX!8j8vKxP*-m_DQ6=M+bXtE7HF!ISEH$e@S66>Q(d9Q zLUh-MNek<0H`-Wls!!vc@vFKeHu3}e%n54%AVGaUKW)up%XwZ!#GL~1&*>r$bp9H_tnREAHy`Q(k z3x^Y5*)ORLmBpaBnkj4tG>L?1jli`5f!PI}+^-B>~x^4pZF z{J#8d`AN=u7V`B9Ksc*YA6!Hn2hpgAyA|BroX6GyU`jV?GqDh*SDBoE7jme*BE=4By{vPFzC?J;!cHn4a3iP*wogkPZ@Aao8?s+AJbHvr>_s7k-(yRPt zlENpdEU63AZF{#>>=&>qHAzt%jUgv$E*nT={B83zl0amxF=cW&lSQin)UeyWUPaU$4LZ)TbNA$LO*r|HglOSF*ZuqnPM% zS)BH08nR7p(eAP zSC;-zY0(^{*#!PUvv&2$M#fh`qi(D`F-I#a)ez2F!Auh&+m_u+VtpngRIhI;Tq)IL z-XLv?)=^SXKmpmTaiz)`BIKI8z$`_cMYD`njmu*`w%5auOF$XU#4((c=V<%2KS&MQIGePVXLe$y{ zt4|RuVO(~^>(%Sk^N3xps-v(|-(8GjxRts!&pXqbaOIj~3M7|EKP8DZ>DST-aAvV? zvFrrOmSGN2aLH&xs;ce_)J+J_4I(BJL=tLNW3K*N9<8K;p%M6$bJq!`8GhXBYJFR= zQ*1i1n$Yc>L;#$?ZFcwl7ILzDO&dxwy)E4MAt>avd4gm8F_ASv!%y>}_K^`?G_xYqgcHBk` zPv&>Ia1uG_B++tj)CD6m15cs2J0@qIcr<*FXEE@{=kpq_b(ZM{Ru6l&_vKjdK( z=?oP}xv`VEmRogP*`XPsS%|8&x|z)Fm3t)VR?@SmaGt53x1YYBIW)I;vVOvO+L>xj zWleQWh114)o5n`*`P9?OGkbe%m)&O`^I#Rf6-6Y|HWH2lwg#WQ*WdaK<|jM zQ9<4~WUHnUViw3t1$7~?$oXa%4{|B-E?YHJk2UMbI4?hW9hwte-)Bzt;^{p?OEoLF z1H{N<(iVz31W{$P+)KG6CsQFDLgm`rDrh9(p@Yv2KR$H3gmqr*d8Wcywp*3QabCoC zVSVTI4AvCf&D?HrV|c&lz_mFxH4O)9TJJC7IY9VI$l?M;QK9sP-*a)0djbW{Ow3!igGDDa&+td0SISJ_eGX!vA#u&{Ni4qRM z#~4}{beH=@{B?{!7IFmVsLpTI8?!Q28< zzI*o;Ma|SOFF;N7Cxu~}GB9FJ>(Tg8nX4zEmyy9w(K1z@Bc~f8p*Q#EzKx?4&M!V} z;S5Qps-j|mMFv_{Uv2pdFe2Q1qS<{@qCPz5IM{wrAQnOl+qkcOPrx!n6Wl}DeOcfJ>BccW zD9 zmbp_ZDn*BjrbvUy1PB_mg-n5@nTv(U-Dl&%85EUCof@ouYC?Yad)?nf^|a#^rC`UY zxN~k$=X&$#x{A0Dil$$gfr*AEMJGU?R1oD#zi2$$L}1#~3NPy8U(uggnl4ESjz#T? z#F^n(pkEnxN&LBGe7YX;?yC4h!4p7;pz>(uWUBckhG7-%fVv?VN?O`L-f0`c^AYqb zkk1Dk=q^B-VpwVYWQaD77%ISBb)f_5ebaY^hqd@63Csv1kikH6|2@@{CUQ7&c);+LcYKqaM}Q%KnUomOef zI_8yK^V)7`7qWeaeCn@HUsPE{cR(qrsGyRJLR3UmjEctNoz*gJ z5#!z1wnZ*$<{3ZDqVhjVE~o5GH=Qcqr=3#gpu*OxIL$%@0$7TFKHz)ED}lg?{|fF{ zu=y)CB#tu@F5}pK%dO>DLNsnLf6Pr3qg!fW&pDu9&ME|TtGmf|Hs7>LUC3TSuavoz zndlmmly^PlRdCq@)^rUSyq|Vbor6|RCvRz`PD8&P@NRwYXFuU zqW;UjT`4HPV$@Qh^5AimL^%)1ECbN4EkQ?U@Xyy` zHV#3-UfvpA`aPXEnNN^uTgRuCpu;S*TVNhAJaA8O)67p2R;edv75Sc9#%cFov;i-}@3nt0$|Z#2|Pb>72@+Eu@b0^aMmhst~x)N2Nt?BueA282RgfkB%)+P`c$@ ze5tAvwgoak_;yy)sIttGR{H(k^t&S>>vd(nE)_x8BmbC;BGFie9(;wwB3|A+btE8r zoRH5me&j?DH+3LzP`Y*1ubQviI7183iBP{~%_@?1r5ZQ#Q5N^phE6imn?SwSC-2s_ zbs5s>MIsrc+lS?`LrXW=sqV&A-T2Q=>e^*ko*+0mQnM$M?CXbM^k8j_|ZJJ3Oc2S!qPv#!-z5CDC#_x?`i=wK)^`^ian-a#gQPhkf zWGQ-ZAX;*Oc?r?R205~cRzAACt1XC$7-N${SLs&ZJYBCog6*f@X4l7hYbBNMO$!#6 zjS`o{k$2A<57`gC>!SkM@T?f}mV8^VY0V!2a8xQ0=?m6S za-pT+NrYG?R5B6CGHYjJ>--oOBt4pXzEQmDemtWbklowe*F-dO^Tp&}S3Td;Y_A)R zSKPhV8=u#W*xSvO6stPK+L4sY|@tY?_3GzHl=C%$M`X&%lrNr)2fyhXf-jLim{dA4pmauFrnGr2;uZpbd{8L-YLqd$uCbq z^fW}-D7>P=8d#yG8fob$8yo>kXx3(hLHkFe)`yR8dn(!&v{#5VNxO_ar<$!M#s)Rj z$ql#5Ra;G6<%k1~+T=903&WILM(mg%Ez|9e0C=4`k+v`%mJv+e62JImf*l?jkECuyLh|VxW zOvg}^2QlARY_-x?v}u1b9$s;1cJg+`dt5(WoAO%Mxq9oVhART8ln>oD`zY^|o^S%F zuH*>uK=Y7$Pf&JXvcWt35%VYKZFC-_x33p}tuM)MAeLG*|@3)N)F+0>(@> zx*X|X1%J%$a>krg&L-RQ{i^eGNcUgc6MiX<8Qxf+HO{ET&Z+FgPn3Ubh+?t)Zwq1w z?k@d7HmO150AHJ$o&dPA{E+_cJKGINbn2Z2v=4yKlZ7el0`svwyb9I|VuS9p>W7ea z{E|I=s^;UJlE}CvcK@7n#N)z@s0=&I*&wkIJZ`S!#Y^057!IhI5t^d?OBy_95HeMl z;4>V@rYin~*%02Euo^$1vL4>Wy@cuDuPrZhM&A+TLL4#0EJe%|<^`QW@j-68!7n|e zKQqn9EA)Ayi4K;SCQ18d-UOOqGw)kpf!vIxs}Z@vXu{ZpOqMP1j*$yIIaiCK;<%D{x7Aa7A{Kl^sY(tX8!D~;Bbp2+0_==3`0+3S}3f?GycYL2xo zb?k&V21KsNm+8l^2WAJ$27oHgnU@B11AgoWZzMLPoa0?Ynh4+_-H_=dt$e=^A-4JjnfRy4mb@=2aFy7bY>=ghceu|${#C%782NDkm zweJMSd%E8Q(G8MaWQq?21E~5Vi8gcmHl<-F9mDyC_pVXBrThc_!!@CINGJZ|^`kYR z2jUh;_ki9gn^I^cFMHPzv^9_=-y8YsIjU25QZ(X?yHga%`tKe7vk@qF9=cgOHL3ZD zOU>b8Rw-uZJQIGha+(y5U6}VThnPzs_pa7~AdZ4u2Y(T7@9~JJ!e0x-@F5R-Za?Ee z?tMRT#RJ`Mxd9{)Zf~{-AP;w1ffMm}2MomVIey-pZ1XTNyMrtgu=v7tIsa>koBGOQ zJ5Nv>eoCy~ipB9@LN0%1O6fBbU^yOS@Dt#yloYLKr|Jt8aZx|d4v46t(C}h z)V$ZNZt1sdb)?c*i}DkL2@e_l0P6b6&C!r=O1{>XudNeeZ*uGmU@R#Gk+Y6z5I&g( zA#t_%7g}61)v&^5GgVy~)gUbqh&0q7%^p9l@u0<6z)xs|(P`qG*$|dEZ~6wzAv#pV zk&0e9v|?!WFMzW8?QX$xppL_vIinbAEFd>BH}U51LC;0UbeuqqfeFTsj&3|UKz ziOec7BOl>`WkUD_-0(I{;|1|EpN@Bm7loRG)9S($@7V^?Q^}1xL;83vDv8-ZEOVt|i>GqSV;`QYO~0OsnmDfc5d}?>iwW6viNa0Kd-FP#^)F^gu}r0Q z*P`hHFjkz{Ci`MDxeXeQg+bDJDrqDTav7nFIx5AYuz|{=@o}R>l7XY~#&Njy#4zm^ zd8f=m2uW5UbUox(n*}2pM198W@o@S&n^||Q9nzmUZg+h-5z-#1rBbrQ(NNCadmUsi zkUfqJiB*|VCS(@}n@*=I$`PZ&_9j|h86%&eq9vn*3HMf}#SOJKrrhjvJWE)g(i);E zn-(~ol12grjVkjhKIfFfc=8)`n-F0wf(2E-V!c+82TVN7oK{8Z4X)Bhj9ycg+O>O2 zHO7a^i&f|Oxs=>`BPniYZ}(xa{Z!)IE9JzpWl4}-h`7rOT1)J`Lg z0dS=iKY;ELf3N?IV`Tcj;TZqX82=}I@&Dsxmj2^qawq=dWyXsh&WC0GCofZc1YZd5 z%O{3RrkF5*xr?dEXw^UihjK}l+PkfXb744h)m+NRuO)IlgSG}T*tk<=3HH72;(`Do z=Z!fI*(Jr|1ApodG@rIx_SLki*G}F!1;k!8=~gDRmQM;+yQFR4$!3HczBvTrmhI&^33YQe0t=*u-ejpJ@;#yPLpYSTAEL?zpr+ozI4` z1wcPYO`zn5{t#Tk;Q|}@5&Vd`NYj6E6a3-IqVg1^<+ll|g`M3=)6)i<{A<-c9VZT> z;?XH0x3)AK+W)H2sU7x;xwNd-%d{tuPO=UsWT`FSl{*5(?K3=RQ64#C}D&fo#+2H$SR1HfQ(-tLe>bV+-| zWdwRc2DpCPakv>Vvkm5n*?*6-`VY-}rExKyN4f(W&kW7)Z7=zlvKE_X^#^!g2_U$t zE}Ojx16v;eV!OZA@h{6`Y4_Z31v0-51j3VCj`Q{Q$4>wr03|L6{kRgDTz0e1L}RZy zAIuiI+z60U4LzX#a8bHkp67LSN75=rBSRnZ81rQ&hMKf?dzB6DWFPQlUYG0P_CK}O z6f^*Os)23}@BQWk$72|}A+E`M;|T_n*~pSUU%$v}2}iv)McGQUHue~^Z9kycy3{_qAS7ViU5EviH`$l~7{_jilQBQ@g*gy%A;$Fml0G1Gp^6xmIwER4 z!6u^LU`GoPX#mj=5jz1SgN7J7JK|1!^ckSq7x-Nu))McXJ}0PmxG#c%&lMn!60r*Cd@-e$AN{q5JVdppI3!N@XUD)q zD8u)KQX4c0S1Lesz?6>03#vlk3#mGAl-2`Q!`FpQI?U^LPLF068Z%7~TnAD@)H1+4 zl*Ta|P`Qsg;B3cqVAT#{2d|Cs1939oJmgLfaOYtrnhir6#zKf2yv;|w7fp|72dEX& zhG;^xTf8?-NB%{y4d@7O8|;4L(@%(vGT=Q#Y6rY$eZx6aR7cP+z}OCK$F>!*4igD?8!#N+8$ufHLWCdSvBx^Z%ZGIU-Hv?|8y>Q!+YUJY+?O5x zG|>10b_Yl$;)S>l_Y3Sozzf_X;)QV|s$IUHvzPn2y+eNkF2xJrGyG6!N55yl!3+CD z$n*b1%nJrT1UEoE{H(|P32q0&75t*&j($U_9^Nc-(T4UDjULcLSQ{w1f6W&fd%pW~ z22R(PT4q1iBHiS7$bGP;e=&m|;x=%5DdSEe(u1|BQsvg!3`w#2_ z%Zcy{zDm>!frZdU)C){EAUd3OfH90SkFf{NWx#Yui=!7n6J9si6y9~fF}$|#F}!vV z^0rkE-b#2AViRuHzjtUikj2>xN=MiWyM_2VAQkSO^OiN`v7i-W$e_$QS7Iux^OK z9sFKtJ?;$yoBs=YSL6$5SBN|I4f6{bjxg81k0>`79^tp-D9xU{7ppgLD7HHjlt{;PhSxVeQ^;?tIdZY06pFZkeN}B5R57 z8?{Vsk;A8P_FTzXHm}g>Bc<=)smfWl5A&WgXU2>ui%B-m7p{!$GJChs$+K$qyoR%E zZkfYpl_Q&1?DUD_-)@D&CwKOI?K0c>g37qEc++!*MBMQEZg@OTb8fd z>BAsr3H~2h>v!t>x9{)M?Z2lPM~~v^6J^d))$G(ck+W>w4_(=RSNwg_bKnHH_KiFe zCia{@q6IZJ0hJOqUgsSbRokb{4efG(yQxXJXZNx#PLmtv;YD?`vnu5NIk4MRJ5%&> zht&EP+7KrMl^4Mc-!9iBw6<~|r>?Wcavyg_1~8llu~T<>fP+Me`LSEFa;2^oqY$6RH*-T-}QMej;JqN#`Eu^*}!%db1@{?Vg8zwA&d@ zJhs+<8hps>Oysr3&*cEs6asu~iU1*oKJwTf$YVFaff>&AK;sx>Ky;zS=bqb#;PIh* zSb)g=o#`+lclhRL4rvpv7v z+Nqiz{7)m-_yuviY2|RrD^dnQ<^V>KYq++*?$*!nfWk43bJTlk^27K8M^IFSUAF-} zSAx{tBx-z+@z3En2n{0cznu6P9Js`GkX=q*0N<(+&fSKxYE+Z5F2RT)_9JXp>~+TX zt}+O?yd=%NWqOouJD~H9WOMCW98@9K-7H}e~@H{3^d5G)U|MIx$4X8J=FSsu= zZ-fpF>W)XTUC3Qgou(R57K$$d&VeOUtxHZ!)^DDr#maSU?`X80B^PZjPEM#xh`*~0 z#N}KvI|MepjBFgD&IxKQYU)VxPG?lbKB%457Pc)-?qr93tLW|W?b2Zs@3igS?`UtI z4~1Von3zCk9IY~BE5v3H?mM@pP;45dEUGQMEix`52Z^qu*znxcqT}hPS zN*_b4JjU+yhVZptRB)cND+MN)mdQl7V>t-tFh-Z{!e}D_Hef#!SYd3*3EA%^RvIuxA7=PvuNpgU|axe(|&B4%HJ!Hqw_L)R)!8^aI#dYQ^jW zw-^HH?wU(X7+tD0uI3(C8;UMZWqiC{_GY*~E)$ldjeK2PHqrK^)hw4Qil!?ybd0~U z-@ZPMM~XL7pU7+r<%lU#B^*4};aAAx1p;KO>MiF@B{A^b2gx5I6Nd1>LHv+o;S3ojf z)Ehy}7pW$y?f{&y$VSoMEEM&1ap8^aD~sI?OP@k)UxY#edz>!xG^A#czebP>k3Ih? z@TY|2J2L764ee=SZt6eS`={tkqPF`N?%1|FwsprH+qP|VjE-$|Y}-aBxntY5ZSDNO zgKv*_zbDV}-p}D0Rkf#T5BfYnd>g`C|x&-H2(^MwBD z{c}i($q!;5HvgT=Lpu^dMwYdVuNr+;WrT-tvJEsdLxI(9p~l2L+NuxYrfDG8Rj;=HXpW;`WxGOYZE!I-pzbzF;R7i3#ZB3`FsXgD zpmN1%?Nq-+{Rp(FZdh$cGaG9QA2C0>Puk2ZDz~1JqckLiMG$8XD^o88B(x)MO27n; zkWagc!f^Df^Y!Z0Nw&hz8HM!9+DiGUO}-8V!IKv@`yjNQ=k4jg*P9r*g{S6uBhZZ` z?NtUCex$k3;YN#+$S@Z6w#ESl{XM&>D7{=M39zixRH7VSbBhr>7M`a1xsV`N$~QO5 zdJj^=>G5^{4p%sMNI_Y6%)DaT8nLfU&XehnTVZCGajkVx2c32ZavTK|snIT+mY* zg1sg+frn9*wZ;wMfgi$_#?=`rntm0DD0XP4QdxsBCvT9+N*mc_716z*8~~_jcl{|9 zHj?@av~lBuJ?9xd625+D|DPl)ChHf0}W2lmZM^~CZGOCE_c*k`0mG)(zdRJF!nZ*mK1vw z8=DZRB^&gLMFA$%J8!0L+J^#EbWE`JUe2l=g+_=oM#j z>$ZywM}Nw#Y*Oa1{SsDE^6U{pl|db-i5MAIUvlkQ{cW*Dp5sgk{cie&1lD@>%9&R@ zzo&B{_BD+N;{NNbX;}DGFuq`wZ21^f9tLzJ9>Gj9ZGISYZuwk(<(Vu8t(H|z@%|nD9 z3ggy4H7<+BYB~UJd$X3Y`j5MNPkf)D{trv?gfnh4T85DZRB4?yclUd`Zn~@-V-KQN z2{XXg@j$;@uGA@h;!ha;k-r5kv!U;z8O)s4bytT;qMyxly}i!)u)&!l%s}-t7GCcR zdrS8Q`@dJYR|d}+GKpi-x3F6~F$V-=0y@vi_h+3ocL(?qPmgZ%JjGnao=0As{jA+j z$NW<~o5tN!eL3bUr=5lJ?K#p7Qm&xA?%a}BWDFBWQ%}~PW?y<=hCSc!fUOtMqUtBKQx2MT2cdbbxGKS+lqHI>j=#eQ&NhFHBQZ46kqb0YJJboBLB)`pl6^AiC(8 zdv#jLH{5ji&|R=S8hy);oDMWR&yG@Mg%RK;0q-BR*_k6}vPp$|}?c4DOGa1V>25`WHbJMOf^ zuER|^VM943o2Rz(j7#z!qY#Ozl%~fBcPGHUnL;MAmLQT zO&u`kEZ@g$w24QS{O-eYfX?P{p(5Gr zphebmrPWUerfdDnRnsmEFYX*Y&2>ydM7SXqT(R zX>g|3bbHt>6E|;KXS1Y^apIrctZKbeGDuWQNDv}9^wgTtjn-TB=FaKRvykheH>I!4 zuW0LeRV#9di@wM4qGPAFqRZ>267Mwly_}o)I4iTsWDmPMtcF)t=iNqXlkhVuDG}$m zAmK-zqtGoAPXrw$Qeu?|S+i6vjoQMfrcYV5OB}jnvRwYudwkCm!1X5^evgD(7zE8Fw3w&^UW z&UZQWF&?eF95dlDlm6@OU`;;0`>eS}ri#d`zhy~>!xVL{lnX#P0id)~7y-GcUcir-3p!rfx^p~;H#i|hW| z8=i( zSJ_ER?(jYMS7zf)b8LV)Cb%Xu1uh1a6wXE%aD zC9sZwIu$t)&&jx998|7~Y;AMdX{^L?L{?N8DoFu6QP z^8uiLL4f~RZmG;8Ha-AL;PTa9M^)di<@Ln%{ekTZxPL+|2a~Lnj0wi=vlEas4&3pGHJtVnVArw*dg2$oX9l@axGL3fvc}C2)({Ch(}j(vB3=k$rS+S@?vp(y|n9lCyHm-7x4B-gJVabLJ>sW-4*MFLF3p3@-s>xMd`km%j*E z{9ZJq9!PMd>LX34qKBd}w*lvhP$*bY7l%_*XQTGIkeC0Tw{`7F&Re!vN{;TV64;ts zO81zYtAh>gW3yLO7d&it)GY4uO#X;4O2vRLt$fpSjalmHQ2?@AQ(;oFVch8GKV@I; z2wFV_ErKy@WdgiEi|^cCm`U>mG>wgHnI0(AK!`-457?EJK>U*w7pWw&YQWnHCrp$kD*Ucs73M<31*@w0B`k zv-AU6&96mVHJ(k*bIvPu#N{3b3AyZT&s9FNSo%PdR92glZX+e3$O9wix~gSP5ke!v zsaVd~rwLYldug=|Xd6mYj8+-ab(pFe} zW$`LmcKE$j1X={In^p{6V80?>lcUO^X>Y$*5M@zQNY*=|V`!s3uUxG2kh^pk5{yTP zQJn@ZWfT?`u38vv;Sg}B&^QwU3u(%ZLCkoaqdj^}`pJp%7)GvG0xU>45x(@71Kf6z zsABTJ5vkR-WSyuzz@Vj_y?%A#*mNcDn=kugLX^8xopO(G3}bFMlW^lA>s(3?sB<7W7rTGPpO$W!TE!pR#XiN@p= zYIiD(gvRQnV0r=g-t2x5V9hmMw34JVy0ma%o}L`!3JH&CvKtd#yRkyNoz&1+q?J>; zlST1+<4f7TYVXqol+9a~k{%-MMv5~)e7M#Wz@o&W#Oh@(_9j>sgf}_ESk&s4Y*}hs zYHTq&-RM|+(|kiMeM~Z^^xJTf#(nm^^}=zee1Aw;twLU8>ClF)s>P<>R%#^)b8H2s zW1J^RcZBgxUv2|q9c2Y&;Eei;qU&$x)>pPCQ>%azJij8p>?iQ6?bY%+aro&vtIddc zB~jRXA6cqxGakBb6@4IKzjiH4DJ;ax8O2Buec{r@NHSuprns0(S$R%^EMKe_Cpy5W zA$hF-e?j$Ai5<*SX_!?GU)B^M<4w|BJacc4& zfIGPu=4Ce3o{bjz13nCz^{BA?RM*PP)dLP(%8UIOw^K$->G5eDSbkzh44vy=%zfE% zIpz|X6Yf6qO_#62_H=7I>&uq?d;Io$Px6jh)B7`B%lku|UJ1vM1JXGx7ms$XPtAD= z#x|`rgCuAxQbNr7Xt&|~bR|+}J*jN9&AwI4j0$>D$fXq=5#zo z1Qee)`-mQij)CEfu1F|Eocwk>tm_|9A9Mq9{9v=uX_%LP9D7c5X*tFGgk3%Qcl60)pGR-3|`3ow>8-}~I4Lx0EvFx#@ z4Y^?)&O#{FXNWykD(T9Pm2X4wARLOb3fr?NqJP7w8ea23iD&IgALr#?p1mDQt&EEA z%8RH-$gCx$@hEtSg~3xvXNXnEmvPxxZOUXJT8*<{ur&n6>zX#3U(J-|AYBj z(HdfQ-8-kXwX@mvNz}FV_N?Aj^K4;{o6>-9c%?ApU?1%VE3o91@l?1~$YiZ-7*dRS z7?+IZN*meaP3IDdKq1{etiz{>r$uI^Dr!Bz_ia`FH`02bbvUpztXzXM8yy10hkqjY z(SIwgTHvSB%-+#=3GHPVHKPEuEw6wyjsZFV# zUA$olqqodq-HdjAeaFgV+EiyvVXp~o6N zc|EwMpOA7vs(8sthX6q_7Qit7DXISdp>?Yh;;K5Xed!HI%^uFkCB)U}*}_ zvY=cLc~7io9P?N*8V;OvilbR*w^296qSwbe5tKfn$`gW*n~%*4=^e#b?wlB3#Uje- zMBwJ|j>%{jqtAT3XSfp-)dMf-#aH?x_1i{WpELz<*psNuq=ks5j#EjPiEvcU@F{U( zpO_Ta_pS)OfECv2osWy`tTP;3Y&EXOReRcJR)3?mS!)P5uJ;Ob#r5=>4(~hG$vNq| zZh=W$aMf>dS=E8lWX7*%fuvf(kP}Rg?C0Bv={-!5P57u`7OokrKj#w6uguF*1~YIk zSPRV@VOC&x=y+`2=yNpiF(*Zd;yx`77*o_F&|{Gzlf&l!DZ|xisp0`_Icis26TAGh3vL>h6G3Za>Bymn~grii6VU7k{IR7d;zdh1SmY%Y+ z36I(Sk*+dMwAN|5yg4yu#cQy3IugMWziO$L)5FnCBN+2xe^Fg(K7KsE@}UkF&@1oN z%e#+~iDU)kb%f#t9>Tce^07`^nIIkEBl-cui}AGRWKGCd#N1~`Uf44NV?|`LM|s`a zypl46Z!>EZ<+kuB44ZKcl~IC{YjG!$tPP1f={Ob2;_i8Wp7#<}`8U-<$^EDiKxK~Y zs|w^tS5=(j87Vk(h9qCNa0y98C}J|_9z{HE*ksEwAn#twIPB=M#B^i&k~va-M2=-& z%Jdzy^gR@O!>M~|YOuWqEqWz%Jj-^5Yh)TqQzbWTb!nzP#hZjL31#iz({K4lxc6u@ zb*FQlb#4-S?-WLB?74S z(NrVmIMybN?;Dmu+4J{`nP9)|<(=eH%_IIVC6EH+E;HCGY;B}#yl0HyV1UjJWNFYb zNviW-HxhX`_}+xR41kATV7KCK9!%yK9c0sXz2Ns=gY;e>jC{O z;*Tows;rwZ6z5)Bcn`PhCXo(Q|0~u_moaQ@05^ZUZVnvmq*2O zUI=&fq(TneV*)Eed4k=Pv{VrGH>2Bt-UOhgsnui|9Iio&d^U z33%NI^Am6h5FE>Y1|%IsgTBFfVz48{_pa*WO%ns;+50xmSxzw3^!GydW{GJBljv8^ zGs;!s$puTaTX~?Kw{lrlToF*{Uf5CD?klL)c1e65;PQlC!)myu2K`H@8{CaFYkrpC zwL=3IGRN{J3DY1`+pse@SNxNOK++vw$tUwI6q0`N>WLV3chZjphH)InnJ!zLhxKEh z3jIr~ttEE%Y`#?Diw0fJrYY`v$g2{9mwoh{@IAu3iK2QXPk+Nd&V`1BcZz}%EUU6A zkM94@Mgr(!Pl*mKA8YQf9`JhQqYTLEWz{<83*3Ey(uIc*8`)5@~6+H_`((zFq8Eq7gn{%#ACK-5jsZ&jhAL)M71_709Sg zv_;(Nq-on~W(vk$EN!|E9hbih@hf|K7aJ5%qz_cwapA!@5^oq!(n9L>`cI(oI;gD! z%9=@ByZQdqlGPQd)*dwU%||I1UC-llEiKQ^P(^wUJO9?p_Ctxbto56A2YqAfeY}ZQ zXY_Yz(!wlRQ{!^*i@uv7$`*K}tiM;OL!oOUBCraRhD@TE7Y85OYl0s|o;WPSBHta% z3yu^QdXm%n2LFU}#onZ?COBR{);ia?lmMDS#)5a4b{Y6KVx=MM8vhiA65G9!9$R}= zh@G}K;g6#0nuua+i4r!mEZH-M52D;wHUk`x1(%7CWOt-!=1j1nlT9&$GtX-Rsm?0s z;OeV$QjT6G<0v3o_n3<3Gbq-Ugdoh)GYi=s3Jl4VTbSm%DqK5%&a%V!YdchxkH3U~ z+zd0lj!++}INo+59^i7@@)lOZ{d4rLN`zv-+e|&@2y!*Hb%Z0cr(=e7GwRNq0abG2bPbZKCy0k6t=0W9{asHWDN>pA-(@G5ciLj4ATg=niO^zL zH|brY6=pZoul{VTTX*WWPXiTyfC?IM7Ca@5 z&;334`Y&=9N;m*iO7+ZpOY5#&z35up2ntkd$oC)X{_4bfWCtq-Pr4Jlouucg@UJjm zpbyZ`W>+6m5A|uzXPsYfnal=VznIaH@utss-O7@5CZ zon`!;9nE-gLmO9LXCb*t>0fIHX?@ew9rW_&(?UlVHg!rEQJrudD{LWJE|6Fz{y7Da z7pMM&Lf33GM?vbLJ0O#I9T#0l0h~wQlweYcq!Zz#96w>DRmOjT3A?XhR>^^YF$5B-pTxxs8c zh1h>ilkMQUF>iAAS+NsW6IsGgZ)5d!Pb^RwuCEgy!r!!@{Y}$+Nr~NhEBX2;21>3L zAtxr_I$uR>*{{@^FxDaQd2%>|&?3{?xUkkTRfV;8nzO9?HY`^EHMH1ahM=@ncVV&> z^UoP9T}JFh{mcH>m)((lj|RijyU!g^Izi;ulFDv;RCGd62Bf;YNG$j`g)q`>(N+Xg zrhYdtNSZ2)_2iaZ&q$uP*NEfvOMlmoT7U6i%;w!pGer>DL-VhFL%L_&R=-K=B&9yb z@J~1cgWD>|KoAj4reU+B0*wj2;VZ-1!@CjAZ5mu~rqkPKu_SxsC`h=`I&J!MTBa}S zmk|BYzmvoAP8weSXC93y$}JNP5T!Pp2RWD22>>(2j7@!hrb)?cAonAa#@fq%2E7?m zK|RxpT;u>~y=HwXM$(?7>wPXm%2q^ej(qok8Av2N2Ra$~S|taQh6&q|f?UMXN?`jv z({kb6NDDPbEzU2)+pdWGKO<%eHX~G&3rDAd-M88(BS(of0Ca_@?O%fRQ#%g1Ge#~{ z=R-8*TXTW!0AJcZAO07_5-@xUhy0&`Tj4gguBi#fLlGEX>P7dj%rljGeogM41`f9V04h*W zLe3d{j)bbjZ|j_JUiYIaZ1`orf*50-3_9;;kv$bUXiGY}lC#3(c6|WhquHRn=zfm8 zuhx=BFAk_ilud zjykCCM^f%jefrn9I6Z7CYWxrz?6dXx-b5JUvQR%83SpN^pt+#vsAJOaao4=wKI(JJ1BPe$iQ{X_ zXXlynny3#t>d5WrXnNs%jUx3Ed2k1RA=@(Y1eY2kq`?WE^O|U|$Lv6d2ENaiYx&BT z&VK0L$B6n)?6(J|&nVtKV^@s$Tfi>iR3L2STSpt?YU24*GOA9WuMDtZt^h8^wFIXA z!)wD5mSK4_>u{N|xMPm@UdTtj5Q0~8wqq`T(h1|7bA}0}+8=*@73W-io(bRVgnVur z78}Oc5MO3cjg?sd>`L3T$4K0i22fJt*izdObka} z&rzkpn)uO;_xA9~>EzozyL?$8-@A^1T~Q0$uaR0_;>RaeC^+6^l)fWEC%_tG_Slo_ zKv(`*q3T-nl~vf;K&osQ<%_hGWy`AElX0@KbOu)RJUPTJRS0`O3wz#sScmzh6Kat8>1A-z$??mPc#`gm-@VYAzR?d$`sO2k`Xu8k8ts|ca2XZLL0OAuje zb0Dsek({Aj;>iqOHleOnC37Y<1PMXI22hFP2ODyQ03Zo%HXf2X9QaN!EIhL-2EEy> zss<7C1>7Ba1FF^?+_C$K;WPEpYmls-U-R=tGM6Y(Li@v8)gkqkqbA0f>HgK0badpp zagt%|tAe+oXt0CUG~heZhVWq{8Up+U|2ang;e{_?Vl#AqwmBj0`a2k{vDG2au^D!W zM_9L6h(51Ewa$dj3(o`Jzr#YdY>FL0Q0#`+yqSv*;23I|dE#k|2oT9{l#%zY?XJw< zzJO)?_`!29_axY_5SRzkuLmE>oC*B19<>}}NFIVMwf)wlexF}cPucu>haf9&?a8e# ze{^Q4Dqpc-O9&QV$nofbPR<9L#9wa8Mu>?d?NZUInr}VOgzBT=t&v{ZYlBN)W11rNuhP)iKSRGZ-Ry*j#~Yo?GY zY!i)0iF;S`RW{eB7-M9?JkeCzSyK$d43f-Ll1xiAvHR8UlQnQSLAL^11sjRFBX4v? zA{|oP+`!*X=RQu;fVAeQ9g}3P_26%TQ%&70e4q2`K$_tqf>Z+tPM4vEj=kbb04Iu@ z$SdZlq9F;5goqESqA$s)v`D#ukoi+8O0Zc^I_V_GCx5sAO^gGk^?%z)msV zZkv6uVnY7KPb1hwFDObcxIi!1Fj9ce|tgtPc_-mhT)sLq9uny~Pa6{4ITV~I#h=8)RitN^zk#C9R)S#yI51o3#xqCE4j zOD@^KdgI|>Jk!lmC(8QEliq>8)pJwN*!Z_N>%(>8c++1Ssp)O|6&p%Vpf7V=H2s5H z_SS7@*#3l`?OP%61sJ<3gk7c&>(IW4m(1(%`FTg|X8_(eE>8O|>a0~K)`E4Dl)E!QH)h7AryOG`-AYXSHd zpezl9It^od2QmJSv&6}Kzmz$}{CqtoCB-YO4{gQ1vs1dzsZyADAR8{|)+Xz-=a(Z+ znSa+Uls(jeri7I&st={aC{oVb789P9m#@og(3RJ$jn|Z9musm_*3?wi)C`g@uI-#0 z_PWMRlGvCh3z}a1Y8v(AX{VTB__a}~iy2v)b;JyPd;yw0bnnV*c(Ev}TtV|4BDqNc z&LnHkN)LY2xFUl~OrTvi0z34XtIMl6m(`%+JXH z@5o@www*2IY}-4ch!;V#dq|^Lx3WR~=($ekEwx%r6)bEow#$MKJcW{%05TMLc?vEaewZ3IK?X0=2O&5W zO|9+zQ~nfnT*Kz1dbDh~%s{pDu5xtLcYH(lpzS8WU=;J##4R~sz_rs(zJI{s9uYW}kGt*Yn(O zuh$o^rx&k*dYXpw7j4Pyd{4F6zSyx-Liu^Bd3lm~JO0%>meqM_xjQG7c|LhNb=7(P zd7?@)0f=YFbngRXCty6^9~u-pjn$ap3PcuuE3(|lIPO09{m?W#;ric_EcX9QlJ%2? zi|v0Xuyhs2>;jpPJKt!%Wsp!}vHy=;t|$VShm`yX_D`?0$cWDPTP``|s<2`RXPAELpEN%oo7d=@xzap$G3$lgZVmp-PSxyBkTbp-tbkf?FTY z_$@wJ_|@QeMKcvRos^i?)B>z0epH6_Q+qffl$aRI_q6_0T^g%dG<+mB8FIw^izfx1 zFC0L{M}i8fs7B14J@a%J_wl+h23L>F_37k9O=t&S(mWxJ*UGpc=c;VGg>(mzto^^M&GDaAoB1aj`?oxi zQO4BH+{NO%_WzIK5B&A;mQlwW@-t5{Nf==vhE~qvu}hpKGtv)?9~U7>5t&X?Ff*!e zg0U0|%FjbLF0*S_T9CDT2x%7LR8cK!b`h3V)o!#{6gLEqTq~8g`fS0#=Ry~-ij1ieX?1FmF zic-o|Jp(u8Y#EANwI~_tsHYZ}sm>--<+P$qh*spsOv!?t6m4-*WpYX#-(atkSXxhg zOkb2*ih091Bkki062{~*us;02&a^UY-M-T71u)i$QBz5W>)Qo^VJXaT>XE>z7d%Ho+y*9#!5X z{e2Fe^ZaJ3Zr3Oo zm@sdaAR1f2){KfVZ~B}in=t4{$f1Q~Pd>yQI_h+UTt2xLt9Gv#rGe>ZK*rCRDT`z zg3mFWi@5$PKHqfgV?HJRxZZFs-*L3eEBuMWOv!N|-7C0H{KWatIs%l_vGM)Tuhn39 z`24Kl`D38LD>MUq9>K5>p-&jd_{Fdozt10hcw<+n?kN5U~qN~8-%DUIG!qBwl%8_#V)Eq%w1ueP6WpGA63$9 z26nWQCz#u|oF{>?LNET9&XoM2yA~7?g#uWFf+*~u<$XcAo-nhO1-%qgyq+la9Y#`K z%3>~lVwziijM^T9Ox|Bbe=iFR8s=!dK6e>&xqn^vB;^Y7jN5kOg-43fn)mot4n)o* zW^+<9efXZ3O|3a<1}ulOtfl?DS~1kAQ<)JEjqp!QIfHC;`6WyQktdSl|4BT zk6AKf?r3TS4QPyb|7k;(zQ(8j7w8@j>JH5~U<5* zD_U^}wN8`YWp784XExulWSf?u>-Q`la_XG)4)I`A+m=oDH?Q+AHYVqoW#cWm@#qwN z+J@+qRlXtF%%gUPxl$rf+u=)(`dgRQhO1qQX^mN;u~Yj;aCJ9Rr&Y(nfgn^4NM1V=2Bp^Vl^< zccD^eU`;9bm65<5pBXd9-jA0$h^=XW&43_H-y3er4)V)2NH-;8^B#2cK6W4fGrziq7-W~{M(c0NEGzpU(Wbt>rX93 zP91c$L;ZaA-ve9Y4A0{0GFgt2%cW=xa6E~r1Wkd zs(@+%uxmFDh%eXcM7C(@tm3o*`**}7oMt?89mL#oBfj_cx%U27hQF~t(93|wu{Y=DT@ym#gaLn4h5 zq$cwH96J~vKfXF%YLWN6(&O`Txmske^0AUyD+Frqb2JA%1Eg&lxmfzp3C-A!e}hsp zaE;MYOX>~8k(ry9l-Hjd2Vda^tH*03|L%$<@nGjX@sx-1N?G4Nf%fFC_Joa0in*Uh zA0d|>wJV`xkLdH}T*BfqjV;WaJq>JXCzeFZ*Q{N8fgMR!I7~v{N!F24v(@}}@Y~4? z;c!@ns{z2m4uKGFR-N8f+?ZT}E3(!tRB^o8?#X^^5TVwgdLPb^qdzj{){&{!u~Bdm zSJqS%WJOJg98s0(%tUc92rk?VyajD>l{{u4=U4W3(>bOgpEyw2OV9zSVa3i}P07649L~t^ zN6;lZd!6juxhZv|nqYk?CTjz=^9wh+)B1S#PLZ&y&~oGNsZx(vvQ>zu+LiKy$AIV92=u&>CVQ}iWf|Z4mId#54?% zukM{cc ziSYh4Gh)ES7cDZZNah$`9t~Hn77q=H}U-tve>@ z{r#LSj5SU#?3}mvkrDnB6R*?YV8$G^pgAa+IZ#H5bo9Yna}POb>*2=Fu7Z_Wr5bd~ zT^$Rv@Q~@>2)lr=^o*?;slX>Q7rU?P%YHRF<}t*d?S`z&<##&bkr>;6qRQ(3bgJx5 zq(9z_zq#`UK%+AEp&l#Kfvhz{eS2P3o4jRuq%)O;ur9ZctA6rH>*8^gCjgu!w6-`+ z@|Cys;4)-7*D@qpFRZsn5m^T?H=9fQ+0_M1EmYDTRGN_J7fEH-S?raWzOJw)aq4Ro z9d3X50<1{jZ<;j%O(HqSmirJ~*EUS)ZRSc=Y!6Ib*CKF?2H5KIWrA=LZN!8V=*5=i zi z&2FFOdt;j%)~R?2NsQ@L*%oay(gdqlcgPM4uMU5Q``gx=2`*sHHi(8knBGzrTZ05E!w)?e7N?>_Yhdzd?ZWKLdfE zEG(@56T9LBt$mX@nvfaU~T+!d-xl9rnD5NZ{J!1ph- zt=Xl|GRmA^J&v_t6sf#igX}goC}Np>W$hqGw%qMbYXc%h5QLBHJF|1>Dr=y}Zi-7l zo=id=?3>DaS{@U5)=d7I!25p8Jx&G*7@CFO+YSkmj1-&W0l9FlCt1h*7g&a$_(WbJ z7E=0O#dWLwgM~KGQ?H$GCATlzgNNN#19so^`_R0a!v5^2 z-ZVUTXRYRg+7oyJBf?J};a`ZE&lHP-Km2Qj$)ST#K^YcG+5@kvC_r(iMcNg_Sn@F& z!?>r3PX%Kwet_l27r;b?!BT~p0f~A+4~LNqAmH*5D#Ki35Nk!dp(p{!y7(L0A~HX) zj7VBh5&;y#M*BPx{$wIZWTc)bJrG2NKZ^sPW{~uNY}dra!dClu(0_>PpbCl29L`}* z;%kV}K*I!we~s^^BJh#w3nH43910=VVVMv=hS&gkhXuz&b%3D97%x!wI~vekD3L#r z>acH7qydk?pg`Yg%3JazAz~xH7_eOEI`{|_;c3QO2>5*fv=pg%F8-@=Hz?#!HK)n| zmP#UcVjwXSvLn^*5feNlv6?W~u0yFvr9TZ21z)_+0I0|W?#Koo?G0%RhzT}~m&1ly z2-`CR7}3v*@CU;%fz~04ku3I80mJbrdo6$?Oqg{bgT#8hj<8X&nIU4|E{YhZ$R&<8 z0k6YbhTJkDnIMVC=6xnWO?-1JZWk<2kiLK)Faq&Z})U&{N&7Kh8AbEHIq zwBx^Q0@K3axEKOf!Xgb3cTrO#-7$uWm>6$~=>lKE#tcDr7w~KR&4AW<BlH=0D0HWJ_^lRZk<=~(A*@Hl8;Q`L2bn0C2c_lT;Bd|kbBy*518``E z5J3wk3wifx7zO#8dTKN5FO z-T=P)zNM@IODF<|&u)Mi zcihb|{9yTQdZ0X)Yu{Q}PVW`6K&Tt?l*2oyZ|pO9XXG=|v++JVVC;tW8Etpz`e+#C z8FDkS6LzcbEo`e726(kYwu^L)1tj8f?bS!=*s%{o0Svr;#qPQ=9=Q-5-K$KVd;;XY zLY!YYhfnyB8vtg`W?$-=*#lgB8P1-FNB8T)n)@yx!Ncd~@pE3JEOG*Ge!vqS6euT? z%+CQ+zz5vqiN1r}SAg>?&g6+Xpd@D})Ax|l`PDpgPGB$d6X)n&Zt^56bB>3r#LY?W zYCm&xgsbZ=2k?P5d6M&eVUY7HW#*i`vz)*L*9Y6t{oMZ;e357Rk{{jEa+ORSWb(&4 zzrN@EJF(52!*Y_-zfa`ydGQOFv)|41MLW9B;40a=wU_(iEcwE6ctx2!5eJkIeLu|i z4gT-Jz8`Xl-_sX-NzOs0Z;JD)z-Nuat9jUBYn1h_(p1I>I^W@3U_xyXAzERHqzrp7k7r~#w&D~{W7 z1cUL3v##M#;~6#W>2eNnk|XQl{E6ne^x-XrSGF53AVK-Z_TiD51Txt0^&eMQi?vkO zsc`SX)%FZhzaqbZ$qr-ldw0Yp69TJswfFNM!C}L+W7E5f`Gc8aZ^F@(9dRfr1>FLm zQwc|waP^B)_vG}Y;$2~Xtgqp9q~UYLuI^w@#pzdvJ&iBrr7p zBuI#C5`cLHO>HBI6n>~OEc8imlumDbV8+buJg=MGYl;r{kjA03N z-1J^DcJxHr^rk)iLSjXJ@nfDmL_U4)D3#tyxG|wXm~|A2EJZaJ#gEs09v?aW8?sXZ zxzdT^VFw{~PP{Bggt7RW==2kEN%)^U2mfyr&qA%FDa@pPqVTjLSSfd3Qs znKXz|ib4-4Ig1xm-?QQi%L$DuA{6#L{w1~?o8ksae<1xFf-OmSA}%!|!xBqJzBX+4 z?L8>BS%~05;}b-P@!ltb?-dDc6bz8kq3T{i*cjM2Yj<-Yio_=6A!QWjA1DcE`NmcrmPFh<_(<(dH*UGV-h#77dWZJ&~-JWS}N17`9-EA18?% zW^n>*%d+|Tln5o6+PF8@`Ad()kBlghbzeFOJ|gY3G~CmIW+H!uEi@*#;h3h~pI_K* z?&#V%vs?D-*O!PuuKx5Dc!NQ|d^s|52=sU0mrz5kiUx%aC2#aCFG(i4sE$BlDzRBO zXLxM*+Q8C)Jn%||d*Pxyy8KOrsFYtJP)qSiJyvN-ZL8{1p@$Y`*21#bC96@WU2ru} zFjfB!{`LkW>FzPoHd^lgV(lHnEPK8z;mk_A(yFv=+qP}nwkmDgwyjE=H*MR_tjS;h zyJxzmXWr-iFrVU_b0bdZxjSOT*?TQfy&E(S;4LyOFl?WUsDju;uipyx{o1?e2XHDZ z8E)WDrL#2k^{4Pg-v2*l*PvaEwn<`U;8+8xTw@lbn-hUgl^JrvLn zDAvWf^$v@yw+_E-pn%flz`wsbyL8n@ptED6z^7LbYaEfJ=btL}Kt%ZfpYjZ!pq9n0%gj9F_6 zmJo#bh~pCA&ELuk*#(OYX;ie1c@c|?mYEiQ1-L6>P)-)9zFib^2PdqBq}Zc`!h{(x zwj)>nC5Ic3UxP(}nn~;(q;-sDmr9G4Yfp+e5N!%E%hSOiJfmk^C%FhjA4MMEB8FTa zDmDgQ#VEh9^simi8v3S{RLM_6@o0XZIbd+)ZpifwK-{Vvc)8Lz5SWX0^?=i~! zklTMmAT+WDgFBj^!?hFhX(nnNGe1-r)gIi1z9Z3`j3zG@OaLY_r<^PXA*o#h$A1KZ z3=uQ|c}smd*HYA8EXC)mb*tUTx~S4Oor%H?cwqLcm^qh_kd>6S@63YloU&w~A}tiC zT^Prbs2&g@j#D|UwR{K#i8f%^!DA%OO#W1=H#`$TjW(cDRT+AQ^1}9Dv-6($`IO}$ zF(cn(cH%8p;4YQV%r&8P`Wzao`qGVKym!Jmxvjce`y9&U(Gz++1Vo2Xw{yRXx+Mv? zfVN9x_M{qAkut3cQPpLHGyz|$LAKxPWEw=pT)Q- zAAtIb7_VE`>&GRaE>e@t#>HjnsA(XaJFc9WhEBXA{o6$U0udr3umv{$N^juep}sfh zeq49jr+FPy6=b#SLQY@JP?md@%j@E(qn@TYGfWTRun|$`^hyB;A>7(f)NMW6TNXBu zDYlA9MFmu89KzY*>bN;n#v1tWY=P7kpQ=P#RoI`nNJrFYd;ffTv8J4pn7UDG$QY*T zHdy5w<@1_Kj&8$;vKpW_O}8@>6g0;hPK8R|V%b0Y=&{!*==HS}nTN;zW^}6B#JTI( z*J@~VB|j=-cEgaVkJ_?#Fdcqn&Dr17sPUZia6ozz{>m={H?T`Y&n=pcMW*-;^TAkV zMm1vNK7-Ol&54uwS2@De*K!IR++thTT8)-PnxgG%w@}Z732d0zq_X*W}U1N#TeWPiv_ehafF9 z@=??M=bQ?KW)`cNuj0Z#qg?v!m-a zy~78@6jQR1i$V!tEd#2i4%=qux zAN!>a&#XVz^K4vCJVoF-9hi{Ajnu=J@4eq-6t!Sgu7*kK~dHR9b6#sQ`Jw} z{;-YK99pA*Eb7w9c?hH`^VV5Y;S}W1(p*r1Hc3Ze%RR?;;RfN*il;9j)b*;Y+b02KXmS0}&RP$BnX(D!KK0i@#9SR*4 ztDvZ8rFZpl!!s6%BtSQP(Cu#5SD1$5vB+01qj-XHBtXdf z*ciCzbPgQLo0uF|;CdrYB^H2^kahhzKazX-b8*$j*pbCK&X+(aR=T!0H6(+Y2F>y` z@AY!X(eyfIv_B3l?CjIg(Nxd~iHfou6KtzUSAv=C^gC9cn4mnU#)ghVJLdkSBA>;* z<=nbX>9r%jIdP_OyIjsE;>* z7c3;?)dSvnJ3)DtDC|v%q!F)WdJP8AV`_Hnd3uh8r!yi5ZhaQ6i_mrus3`b74R%)wYkvta6`Om zi?wsjN9!j(S2S?TlW0}R__nd`zC;DHWx_QW9v?d-=m2yj`qmejKbP1b(ZQ;73@9~w zBpLk8sistrzLR-~4Aa2qVrVPcho6SeGn9*nQUz|KD=12zR?M=}q!~mswNE_Fpeh%L zGJE6!n%y{kfFA>Ymnkn)1QGHixw~mBf zh-hp2EVnF&NMwOYCI$|DF7WjLcD;gW!L?rAklyDCjYX>mm272jJz3h(6PJ-6XX~zxlKSWFGS?d}3 z&UejJU0F=a&`IH0*EY{IRi?iG)~{bxs(y(>BcPCx_o_;IgIa+E&IsV@VU87}(O}{~ zze{s&04Syi<5RGeQ(G9%A4^me6~Q~=7eS;eRz{_cs#-x%z_uUi@;m0kiVmPWAsARL z*w27YuVKO9} z-dh3SdfyKfq-r|L|7K0Crr(djDV17hczh;VXhnEdJh^4#aNK;h+HrMTNZLBBQyHtB zovquELaA*!0=f}sL|HX{H@N2Uk_~jkwFsvfWhT4VYC1EFW7MX>NH$qbIXmwCI>how zckC4{ZsD-zIdoJMJ7>03%5bQPDS8}`c>+IT7LF7nYv*a>D!Wh64NhPZ4O4?APCxsH z!n2;Uy)C2s0szONt;Lnx2zT6`x0^KY5>ZYf`>XUi%A$lMT1F4L?sOPM{^qjg#o)fy zw>LCyB!{;vk-E$9>qtWC{LELvwyEc1Z%nNvUSVBtqbPT-rR2R3TeY?ajKvan`VMuG z9Qi6XcLic>G=rT3Ci4(wkxD}zd&szzUToW7#VF~QsFtJLm>r&VmcH_ORvXikMdL;D zTDqo+UP38Nvs$9Snt^Ncgz@~jGphzdIIadGW-}|o66Uwd%&DG|w375x$rS0_qQLyq z3ra2J4%`LN>4x!4!)f79S(j|XM!F$n7JRp4!>*KC9}o+Z%3Rz;phgiZ-dkkZ@JUGp z3{gt*UiZ5#HCCUVhgPPPt25pwcemOqsxTd%&y>s(ge)$zQ4lVvzgK z@B8svs@%7)j`jB%pD>M;Wb)X6wliDtkf8UzFvmCrd|bM~Ac^7_36bphj^*ZMnvRVi z)O6d1OO_|TXknDJ4l$jA+o*wmSGR_emF zVssn|OtS$Sn37E%EWmyZ02D`0n7*PkO=&WD#cvUNkb*PBs53ETZf%Y=S=_}?b z`XUa$1J?qSjdhHX(I}GSCkQ)rT-nd~(a;eIj~nueg4SF)4vEg=EK{iT7)b?&$9O_Q z=rB6#xUpnt$A8~Sln?Oglu1P?PtWxf3wwwtQWO^>=BK{x@*6}WK!Ba$l%VFjvjfkye^@KKrC;rbNcAt4c73=*qr-jjWw0ZJ%iqo zF6JnYl8wFN|7<3Wf^yFoc_@vlcd^s5qwJ78xDCJzNcK@a?br1&?;zRK1uw=$%yvy# z_*OY*g2kk5U9WX1P;*XTe#%JRJFr7I#CGIi9ZTL-Hgkv7Y$jVha2&IB%Z~b#S8s3% zNp#O@pH7|zWbdJn0Y8-DF#DuN8PJ8&)`lgNxpl|B=qmm&(fpxVKr?Djsae{>kDV5% zs3I9Z7&P7=s(MH8HieK>vvWs>jitH%8+(jPba%vKfFwrcO52_x`QTeE6xOYQGRZZL z;)t@)Q5?D0&bD8mR4IBFifOH&AhN2RT#tUfY+Tbub_7h6ZNA6L!qW2^Q7iPoRNZ#{ zVZtr<>tT&ebD^bY-;T@ie%vRKx1p3-Z87Y4o55|C#VHbN3Ise2XI~0_vF6&lHQRXe z@45}2aE`a{Qy!|(hV#WoLB<>a=~0F4%kT!LwqdmX2So>7Ltf;Hpc)*S1V15e_Xxj9 zLJg*51v7H6N`{fCMM{%)<1e3!#tgG5O9e8lav3wB9)}Kcm-Y{S`ONStz&l*Tl)ik` ziCTIXOP=5a<1zsA;1OB@g##dOs&3%EiBB0CA4(Bw8e~rIJZmMi3Uy*?k_xl5Iq-G4 zUo5*!gDekwVg@(820Xa{p6;l3VWaShJ$snb8hqcwx?GT@MXzSN$o=A(-3TkKGkGmJ zT&A!y2M$+_?x7`dqh++1p8|Shj6So%`dY%(&32`m%w1%-HjSCCG~0}u&FX8Tb<3mE zI)@D?Mup8-`f_w*ptSR2PGC-Ax*`&{6@PEL(b^^2r4mTeNaN;iZPPF6QskwD!R1if zBDPCK7)8{G)`E?PB$vb&1WzXJ6}PS`2_O4r%80Bi}QOK3*xPAIVC{< zRxC5YOJt#F!~87DCE2FR$`L_#?er-bjE?v0uSK*W_fQ=Z+6#SQyfS*dQeEP3ya-}AfS@mwLF`cNN&pK!e>^Cogx?!@vBF`*#4WQiJ^z?eYUN|L}W{XEKe zD0${eXCxMk4^2ZO8tn+q<^z^Y`QP9{YE&Sj!eNe!Z!KYFZ^Y z<*3cg4a*q<7-s6t&6ns7;ECty;IiZFBZ+gfwEREE^qR0x0ruX2+reMcC zk{l>1g1q;H!(bxpeo>bn<>bLn`l)+3vz2xxZ{eGG;E|Pfn3D&$n=%M#RxOd;zAImz zkIqdOf+#YKsgiEy-h~lS%GJs^YEW2v3WpV}%)WrURB(1Mem9>P&i5e+|s!Hy?q ze?aWGASNxG0E+VAPhXz(6P+hvB ziYO`Lw3l`9FNd!cSqeylZ*acmUp{I5bH3ma(jlBX4Kb(fw>BFpL6Bkf%&_!zT`A9a z2y~WwQpq?rEB}|0X$*R7El@^d<_*EP`^tOhFQUr!b=P+9R6UK0*K(t*OL4s_(-wO_ z<3byu6iuSCOhtVx>9%^Yf>}KTo`pPga87!XsVSobQmta(7ZzAXR>I!1yN#~uE(vZd zz_|XUnl&?8W##vhrPOoTCT@3*Q!(d4;y??b2F}4$T)$}ojSDMSRYdY$jgjr>j)bb> z*=)E63c_O@7J@uUV+=XEdIRfkn0*y))}e7}o(lIlWFay%%0*`a;YRdhc*Kw}Sof^R zU-tK9n#n;KlcR`EH7^%nC9sSYu!cbKbPfg1Us4@i?0R2cR}Yw(SQ)l0v9@*{ucpUu zn{JvA$uYhK{d{)MJmYcrHBlauso+${S2ccNi z({hMP8u`*mrlRMGH%GF5n0c{A65UB!z$;$eQjr2Do+*Eh{gs$Bz!RX@FzG_oj^6WF zzFFhnlLkxBn6ygUJS;|SN=eLBzWS?BPK1F}tPr<(!Dum^sgK+X8Q(zihs;S{k35!F zEPmz`#!l7IWJR67ZyRhmW|S;}ikC5e7t`yWwl^ML7yW>VZV3}wzpx%onnSJo?i8>k z6eUzFo5T4Ee%yV9;3{rM*iRUS8Id&CguiX22K#C6@N_F(#ZP@%#axqDEoTr2y4&jQ z#>07692Ljc8JeG4_0^lXb~v}^H6R1Cm5$&sgi22}YwQm(Y=x@i(t;eBJJu(b8f_w5 zW$i*}OWC%0;!F-y2{C1qXB84pwNKPb70wO!m_)MU#*`rl z3KjinF*koAVLuqsq1cnnLeiYXOy{YHTuS+ChP)RMy^B+1xk>3c>TRrr##rD1aUy5Z z9a%=nK9GWoEe;uTd2}$59O;}HeR00f?GH6LIY4J6GE&}hC`DamgEIF|ts3ECDX}}M z+ukM(k{}QDb*j;w-U^?sZ)R^cQ=j1mxRT{{HSA1mc1R;%HEDH0?;;9gVaf=7pj+`(%+c%DtguFJRdm; zFnLf*2pvi|hSdq8<8q*ID~s+P7D>E>Frw)QHLTBR5;^H$TAk(f#!se!`w^2l)h+#1SWMk*xQ!YyanoNzArueQh*H7?)V*{(!lH#P>R71E&* zbUYH&qqn1P?U#t??KAcw`s5n5is)^x*=Q?(?7Ka8^thhRH$7bS8Yij!+H!e;a|mm5 zyhUwnRI1_8Rp)v{Q!cQOrz57bnkBr+=!5 zf0oH$4)0xki`pvp{DGwJLhh7iQDPBpk$lR#|G7MJXg}Xy6kC0w_#4O;S>0K~l*iLd zz>L#Kl&?-n!+2G$qhAtv-NvP%Cy4Zlnfm)5gRG!|EFem7I^Q6#f$GssJ&NP(<7Mc; z_5LG|!2M}aBMD;gq!VW&KJ%3|%R;W>&+%$$-fx@!YLOr7?qb_2adL{_Pr2x4$@ZUb z2ah7Pv0Ld4`<7;&rl-T5lRk`;pMW`z^WSG{SLe$vm$nY>N)EnM3biS}fgc1n^M`Ds zwR*H##nuWxN52B35?C6%6Ti>^oAaA%r6FWX8MteN03?fW*LdH0scaF)WTbofMsv5$ zSq{z(R*1I&)V2+HHm4ZMXqg3=?84A8WvtmYoCfgc9a4m)b{$O>!O+2K1&V1-2q!O6 zHJ$WK@~ikOiYwFBli^PtFG5ZB`!oqpJ33U38qRXgLL^5O6UqulE)`joz?PRGjL&F& zQLP1!lx}F_ZCLxizmrB;p|ej27{qr`Mt%`T=4zx3Jll#MZdlESu6)~ImJwYA^jnNI zx;BJgJ#Sl!$(?qsusGZwF&w;Nj{8^7cziEm>!vAul4j0Ju`@I@c&<7&b6Ad`t>~b* z{g6hOXT+mzKQYG-&vTFqYJvek+fIEDx|3}yC%nY9Y5%vh+? zGD7!-*O?~KpZEeslsaq zj7xLcwK7LvG0XMhIn69EV)bj}yJ`#{RD&idQ5zUJMh<&eR`9(<-z^AUTR6q3Fw*5I?nTeIXJnnCTjUq``BY6Z)bn_6qYtrP)#r+(^qv;4 z9`IkuQteU{a?-*%>)CT>(ayosruGdeDA}iL(nZZDI?(ZW$v%uo%uG|X{oa`;%pKO{q#(G@UL?=w8t(h2P@#sPg zP&g%Aw=FJFuCmR`-kWdv^N%h@-er1CL>ItlBReqCs z>}b;LnDK^Xb4H7(hK%2&(ZoF5xa>7)oqB=lxl!;!g&&3xRCAD|B4ephtP+e^QJNBnuvm-c)vBsi zO@V-j_%K7_7qi9XF=M`N)oIN42;~>qEeqm_6>BlS)?&3=0Q;XUt zUfUxwC}d;anKf;43YMw@+c;ce?UM&`Gj1{&u6jxu&y%Gnt#Z**07#I0*n~)yGyJfSLZCAV|i-!dBS0riY761I!ASX zlBG$9$4QYXi`EPTSyQ6L=~ROd6Ley7UHq&*tWk>Sq6@?=B;!?w-q&8}QnNu)!ztwCEA&05G+s-q8H3jf|Q;-Ta$+0KP>H_o{{ zFxM4xdhGP0C{1|=yORr-x9!*VBLPA=Cp}6Se zA#djU8d$1;f}~zdknmw@s$&sjUn-Tu^G|ZumT|4xt>>I0T)S>9devA2Tf3PeV-otI zjwSU!nIN(<-VIpfpfymHS z3jdExe%cg#d}Mrl1bo}3AX+lMzP#>^NOw--4tb|W6?FgB{g}HpMF$662M0xm`a$3r zhM}RMoe3$*Y3z*Dk*zF$<~%RZBrEu@8(p>LBM0S6cLaJ3pE)@z^D#Nh&s>Bq+p(F> zyWVU0rGd~~r|h<$qmppaQ`tB>EmHw>G#o{`z3!D zA>|+k`QWPiowp=Y;A_YB4`<`dD_De;+U=MxlV{#+ENZpK$FeqpPXVy|7deh+-L`s{tmLUXeAS)OSHLY5L-t^x|fDHDO}lC=(hg(IhN0QC>t0%OD>Awdn|1A_P8(#~8k+-}Z4b;`>668CAI4|db9aW2LN z7K4tL(uKHJ-QO6gxJ5u$xM&0!d|epPO&F{MaSqbEH!ERvDq->6;u^Bk2YEnD=Fy)b zt=j~-@%ofD(pQf>fNP)b2s@nK9%N?_R&k14OTS6;!$L0}ypK=wh>ah;&p8fXhwrP7 zsb=VBsM6)Uo(yUsTs=9taR{H*vQ`Ch;nTUTc#Lj#Wj#_nk37)aJr=m}NC~n_q3ANw zIOdd&FZBzfZtfJoy>3{&xRY1Z<5vYnapgvxD#`dV^)g0iH}_93E$$E8U+gvJc0EON zX@W?+xOwdBlzAnK&AJ3wM@6u|sBPQ@*XmT(?6aE;@|yBIYV z=*Bi1baVvuwROPnnX0gnHEeHP463+ndutI&5wUHn>LJ9CnA9*%069sh4E6dCW9U94 zcTs&|znv*eJnd2fnx%5SkkCd99YCmT^+nViUvkdsU3No#MHAg-<@{!$P`4Ro zp!J*QImhG51eR87gNgOQvW==lvCfPAT483*v? zfSA@B8Zksf8n|7K{)H;5D(*b+Fd9Lw4mHH1J~mtC_v&oaoc)0mQ?VeABO;+(LmtES zAWYuTwlc(h;yfa ze(PZAvq2mTg34vht>I4K79DP11DNO+T&;s}#PC5^KFewz?ssnY}?}L`)#{mI1rf1HBq0Zhj220^L zBMJR!i0WJYwZF+FNo#hvbH$oF*T2*&lA@iHGq>_Cl0?cl#(&fVF(!D$91jgu^GFm&8xjc0zywQ_+!kluSio z^O;xC(dD_iBljptdp~i%^21BfpFYgyEb$SXq`7Hn9snuphE|nB(bn_iksKYdzQl=9 z-w1D74IfFn%Xj`n&{^5wP_IbP+$eZuQD}{1?TVJg3&6(asdvJtFbm!-iM;+5x(A@P zb&KJ-g^jdB>T-%&b#as%=aOb7@k0&57d**mXg46Ld9-tS`({nQAK4cZ7>ZD|O>>5} z;NTc5!MitnDI_F=y-ygNKu{|$BMZ?lpWP6QRA9}57!%0e-@oG%zt%War&P*Rl;fC) z3+^Vpk)PbdNa%5$#18n_u!GM*Ez}MyXxCGJO^UuhJXrm6J!i~5E|8|J^7?}J!*4g( zjkHB-)>&1$((y@Ike7q6yCXMf;q|~vBH-@cI&LOV2_84wQG6`bTYa)}^?M5mH*WW8 za5L}BIX?33X*RT&RWpHbT#CNhbWaxb#B$P6l;nG3d~W#*o_H7BvA=&z4I^oPCS4yV zh8tv^0t2}P`3D$svpmBz4rLuZ{sm-5v@H!Uycbb2HV6z>ctW(aBQnle*gy>9Rgv*P z$6^R2uKi#?!K0@{Hoexy;D%;O36j49jn0T|dWqaJp!`N5KW6i&S@u{xgx4@g{)r3K zhrZ~U;=l%(g{?c}YXDha-b;BsVTy@gQ3?$>mU;zWIKTY6-Qh78w zEk670lHC5xly_VSc=+}de3(YS$3B@Ice_co3H*deo5&8}$B5L+he32qv$K+xgozF> zGNhEJ&R9CI55<2psj+*26!-Xcw(8=`P~!Fb1VVWbKicEZlSz}&7b7H_HyvcEcmC6Z z&}nD*-oD0CIG;u`8jPuOrmvaC9t`?Bg)0d?b+^33h2}*15*9)Mt!sDOWEBOU;QC0P zZys{L>vG;Es$f3;(%?{B^8~?q%hY>04^1a}gmk-$F)PO#%j;;b1K#Q9tGOQwKl^YH z=Dx11Jzd%yQoFc)RY_NX(*bq!5!j>iS1QFl!fmt6m*4G1@46857|+K$z9qD?`zm#h z@YB*n({)^pTlqGD6kODr9>~3ALYVtGl<)h#!mcVbNVOw9k5jhFY^w0>9dZ;wS8 z=<%8Vsrw@ zF8+^e!vCZjWd7fR!L-*Sh}n>Qu4_k+LnO|91BT?2nJ&#TLqGj>*7a`!yZ<6kQJ^Y{ zQ<#|8q=LejmX)7XB?&5Kwc$`i(*F5;7u@t)YdFm9?ftwxswE#E2;uYlp1bW7zs}0a zl-;e*PpPg<+OKUnKI-={K0lxLD~O(tH#`6oi6TvC#b?m@N$QpeQVrzrAKyc@pbs-ql7CDyyLx#*5eeZ9nHU8wZ+!r%^z>Y;^P^_ z+fV4#1Mety@qwebpfc)0U>NM-GdP+wnG^%DdkKkrDpkiHS?2eeZZQ`|RT%$xUB|Q9 z5IbbxmO~U~KbsaNMC12&eB{Jr1r<-XX2gFJ?6BH%GLtlF`tg!P;%xD4^?13p6sN@M zZJi`o8Z>x+TpizsaPqZze^|Y85d{17dVf4UT^cnBvyJHxHU^9D>&|yG6YO2--n3%J z!6fcB_KI$OLT;Mv)|7uX2KO4h+fOwkvigO732EV6$6hZ^w25GTb#&ryY!8efX?lsve+hHG^chi{@>1WaF#gD)n_2qtc;>B*bY8VRLvz=&SoZG{7 z#J`EEM>g6IW+iTtY;A6|i=JZxMr)xWF(l8?0IPl@Du1HF&x@sawnenPlIxM{@({uK zO}`zD*v3J0LVSTbxzA3utlg;Ucdmn2CBVh*L{gA@3d`g$ddC~|b+_OLCXBfP8HBvT zZ3uTPxI@ddX$pr?B(uSZWDEWn`=XVPnW7`7fL7k0HRvku_PcDvSGJk4`5%U}*Btza zTbHKf31E+&1-_SHREF~6#-qd5b|7%Fn(T)K6gcW&N}wALQ8EBW@?gU}*2nD|c<7$! zU&pyh-|=}Fk6JLwpR~A{gZ0Xl&GR%K@@Nt$xD+?Gtq9aGf$0xMi{@c@7Cv{nG+_?2 z;)dtiSirf%a*m(Oj8x&cscaN@UQSb5GSAA|f{Q-(9ZDaXA?N#}s&o)eswHiXd=D^o zi0id&$D?g*hQQd^UcN>RieJdAvJg6c1SbH27`7af|LZJmgZW5pm*ZOpL zSzHLNColZ9dAMw;-cd-l)VVMJu}*OEYb|<43|23?rj&gIgB?}DP*PZBnpLp?^6O2W zZdl|~nVix{aQ&Ih^0|X`TmEkeL8EK~oiX`V?YI{oRUj|^tBeu5u?4bsg)YmcK~gd& zoT#=T2I}Ds*iyHq$$AarTZaic&o$*Fr4IG}5Mh`7s#hS`?GjxohJSXag zywNNMu5k+ryaob1Ls7#|eoq zI~vPYHc6uj^BIKHngzJG;(LzZEJNbh`n%hRuWKe0EsAgykjlEC_`4utZFnmv8{ml= zS}8bzQDa8n=}0CPVRsma9Y~KZ;(2(|QkRBEJuzY3}DFpom+DAW{1o_eJlEXiQHglY#Ou4zh0>E5=5uSBF! z_aqc-0a1m~5bvlc`GU9{9-`D2K-V3w(*nXH%2X6Fsrl&6REA47vAC88=fNsHFvZ`9 z7A%)kLx94M9y#4zNv>a%t0)t>ap`k=0Qcw=loC^vhHW!Cdeq_N#sq3BGAc{IP(hG# zgfD@1EQ#K#?7;PV#rS^1mWrbr9xZqE_9yT9%t?6}r!FK}fftGIm2^~`4mPb~c`IVh z4-2UwcToEHuQC@h{NQ+`vdFwRt3gMv1d_i@A_z} zSsAggRKVcFVJ8I&Z%7`&X{=hZ;7>S+(pkaTHkmo!gCtQ!+0=dP3apYvP01`^84-ai zAcW@vA z16$-i)++f(uWBxMVASJJ&<`_{_Jnd#$&kocUH#C*2Y_N;Erxv_i+-4ZBk0KUd_S>9 zoBS#0I#V+#gxb=v`j@~`8;}id}dg#JeeMECu$T+;I*s()-x$ zqGW(f8O|`WxFrzZyX;>&BO0<)je`bv&Lc(xp$(cQ`J)!IyX8kdb@@ua${C6)>Bv>` zjCyf)!8W!U7pZD+ElcovMtYb`WZ1(=$uy=S%lBA;*$6a_Dy4h{UnU~5!Aa6%PInGo zl6-|$A>onBS~$vJ8)9pTRW9>}x!m(deWBQ~?qjICIA49_KcU`Lh?}A(FQJjujFri- z8J*=~Fan7vhS}nZ8XiA6X3|2^Mk!bj6{hkwrWNyN$%fpF-#;uWqZ1 zGcs>m{^3F=dw3ux?3*Uon_n2)c@$`|XTZxMPr!f8%z%noPGNyGt0aEUY6B#;K{&}# zjrEmJIE7iIZ%RhhE-zuq2zQhbT-Df^(I(jzMQF>{@*%&hL*m_0gpgwA_6Sb^+T21f z6vte<65u^ow;YvrSo*|^Bx>kUi^fPru58Y9F_Cgl>uVlAej3eJ02vtp@b>miUgMmc zE8;gpAHxSvoSLW~5@!CyzANw2q8`Lj z_I4;%!MxMN*5gmgHZ*QI>Bi;^&AeM83l?e=Z?4u?&1(E?5LR1{s)Y@EOw^ID+Sk+d zXhU5+e+NdH*-^caR|yeEUS<)Yn-hQyI2v~)FNw>Y9-n+si4x3S0Qv)4b7r5WxLTqq zhBj|Bab2`gJIr6zC(jp@F@VqO-F$dH^VQc!)$f8&tl0++jrG(L@mU5%rft2pKNgV% zjuX#L{6Qu8YgGrX9Hyp+d@nxNB1f$-C{V`a^lX(6Th~>w<7<6@U zcXdE7E`|3HQHXhfUctg=s$cV_pXt?oFJtT9HIk+GS{>h>-cPfejbcmhzhK?*vm*Zu z%rJe!g@5++|Dcfn31Kct8M zz#VpcrhoW6{@)`X#{UcQ`KM+7FJahg z)0a_Dn^Le*g3GBKav})Qs~nQ9)C!%TIH##yRk%)Y@THir3NEN!O2plbB`*mws9uUj zjslnZS`$$eRQOd&gq?$8rUoT{5OPhIN^n&oa)O^qBWd@8IIY7GGgNF*x5ADnsFWpj z7^V=!vNj~C{?2lpNmuTSQH~1a{HN*~g}YWiomMbhhALoK1zmd2P^FDNFez0thp9i{ z#YzqFV`S*p2*ls~1G7zhT>5D?VzgXAbKL8vue(PXxd6xBzjp(r31fAqpRME00UBkA1>05sv z?-t%0ta4UZsz0i-pDNb4hbzNm0E3*9iko-vX@^c3k3O62ZA=!!5={6P_d9u}mIKo5 zhto?FNdPHb{c>Zpbo||W@QqX%@m!a$i&;}(Y3nWdHn$0S;|ZqI46%Ki=sA9w71*WL z4<~&zPcL5We${%5SIMJ~$4(k9e*&~tgv)^Y#v9Ys&jwVg(HmY$L%d}BMpXo(jeg6{ z5;eH0Ki1K#cYOzeP8XQO8b4mZd)CbAqb{f@Nh+5@wT6_wNH#&_(?1}*LoGiyJkrQo ziPYDsw4;cYa&pXVi%y2NqJE&7H-W*oU#SJViLGF^Edm}j`LicUa10!lm5j{P7&GB1K_=*$+r|#^8oMbBCqC6Tu&?-fyN1+-0VV9Ws!u0hht73}P>8?^<%|Q{dt;0{0(TPlq@or;>>Q zi9P1mlHGZiyZ=BAfZ_Nm=;OVygvDwk+Rx#UNx295v&o`Yt2wbW*++y5hX9hiSIpj& z+Q*VoQ>UnxDKkt!Kvi}}%g#N()B+{4cl(MWO7M|ipb-DO3;msfPh|`D=-SpN&5O$u zzO|w{-%H_^E{9Mb1-rD|K4&$s0b8^YqHH4*^^?&F3+nOcTo#k)qmMALQzIKKN484P zK7Sz#dp0(sVR#f03Sm6iGgUUwv{urRR+vAzf3iz$bo#fZ%Eku}{*~x9T+EmJ*n-@2 zdIc%kP96vUy_r8q#G@+B>s~;F=}5p>ie-!mD%%j6nucQ{b@7y;IIzt~Wxa9;aE4!v z5BNfyvs|Hv0C6yRTK9s2rwdBolCM1eFO5THPqcRVI!l{h^4yE0F~MOpzFp@5@(qP? zjsdR9w!Nny$|^w4egG$9d5fYOBu8mD(5#bkfXkH149$3NY`Kbsndxw<=2Atn0spMG z`;a)*(`tl5q7(_WAXQE^pHddc4g%LN`-m6!9|yXSOs5E5&ax_7i$@ylgp|yzCG2e^ z?bywAAlSQUKX9EuwOCl-f0YnFb%2X1aB_~-rElkr%JcWBnxK<(6JqtNmeo*09qEW;@1}Q(?v8 zn57FuYSaBm%_QL#zJ%nLo+x$g&>8CX*J5~iEuE1wFB#v3XTGfΜGu>;t(nfmH7 zx-mZkM=aMLIT!Ef$U_7L8aZNXmpST?d#HbD*BY ze7LdAndyLyUt31{M=jj6F?$dbZ77A2TW?y#o>i){8deyN)cNS@T4uD|Qqb^J+@6C9 zyMeYxR-A%cW!R@Zu@l1-O&h~%o$To(snD!M(6F}1q$L9{o$D_B{U!I^p8D`?YC99J z6)&24)jDuJd1+K`+R=&H*D%%`0#Y*5voLH`--6}$(H|W<9^~U7EgB?z(cu7n@67&W*1=K-zym~uHROH; z2gb8M%LYUT+v?A_&*(;j@T%71UVU5-IIYhH8ts&=OkEvS3u$m*T!d>Y2y& zqTpN?TiTjV7C`~Y@zwL)nScJIVVDtR zH-*<;f9;S_Fe@P^7KDFHZu!xkMcKYc@`hk(&dPOViKTkN(I>jp@@ZFQ5WphQv zPqn4&zZ1b{;%KIgi_O`_yFx|bny3|j3;upIs0k?!N z*CwskaGf~s;St@1>05b3wXgYQl_oU)oj2>Ai;!x2jgr}%IpU==7~kr6O8#|D{Qm0c zw&Z{vyD#>d2Q~hkwoFyExhFPd%i_ETYq?(bSvF+$n7_4WExXkGU-9m{vjN)b+go;B zeD9TUyg)r=g4^u#o?k3>@Tc%BJbch>d&LKVo8DpyUW!Y)HV3Vl*J9?o#{Ti${zYEw zHNywo!{v7UD8=u zlk=?q?v;Q3N4j~x?!1y?fBOwv_5ZlJGfd~tJSyX9Yv&nbf69~XV=#Aqtimdbc}u+% zPAFGA68^Yg_U|v#1M72CF9#p;baR_l;K3_r6ywA0pXd7aQ9uFn{x1>-3nMl!`}1yx zvA_Q})9fw3I8>7yJ7@2F6cqi{(97fMKSN>HSx3JHCmNO88J@3DzIJi`q_5#A{w3?b zlo)ab?6CBh$}qp<&fh&RiW3f8X-RvxZF*l4@3qjtqNmFPt9C6cU!ipS_Ug6UyMkxb zDaG#!)_Tw8Y0tPomU(M<$-4XU&HPu4epydDD}2{>>%TR-?q>*owOn<}`_}cxwP!*v zu3PmbJ}5L>q;#>6J@B}x&M$>8MBJxNnfQ7^n^aJyLc7xS!noV*Y|NfUem44sMxM{4 z>J}bX_LiHWBK`ki+1KyJbvfZ3F(()#O{8`&R{zOj{e60V-GqZ(l0}xqpKdd~jIS~I z7+=k^%i?joefRppt{uT$bB*Q+721fZsei2a&#d_6aRf$Zn8-WKMo)Be)N?1VRTA7k+9YW^!s6BOvx(*V) z_K_;99Dxhlv959?^2#s;Lo;)fslKff4{{wc;Awkb*)^v%&+}HAYzMnzc^H>n!>&ey zgFpWz+~%zMxa5Bp5VN+Ya@GIZI?mc1uZFUM}v6?8-fx9T?aVrh*ut2_ u5-W}~FeEKysRb=;h3W*dKoh(Q1Od>h#G;alqSQ1lBSSMTRaIAiH!c9D8lPVP literal 0 HcmV?d00001 diff --git a/vaccination_viruses/Deliverable 1/code/deliverable_1.Rmd b/vaccination_viruses/Deliverable 1/code/deliverable_1.Rmd new file mode 100644 index 0000000..c7eabc0 --- /dev/null +++ b/vaccination_viruses/Deliverable 1/code/deliverable_1.Rmd @@ -0,0 +1,47 @@ +--- +title: "Deliverable 1" +output: html_document +--- + +```{r setup} +library(tidyverse) +``` + +# For the writeup, see CS506 Final Project - Deliverable 1.pdf + +## Cleaning Data +```{r clean_data} +data <- read.csv(file = '../data/vaccinationrate_and_exemption.csv') +spending_data_headers <- read.csv(file = '../data/healthExpendituresState.csv', skip = 1, nrows = 1, as.is = TRUE) +spending_data = read.csv(file = '../data/healthExpendituresState.csv', skip = 3, nrows = 51, as.is = TRUE) +colnames(spending_data) = spending_data_headers +spending_data$`Total Health Spending` = gsub("\\$", "", spending_data$`Total Health Spending`) +spending_data$`Total Health Spending` = as.numeric(gsub("\\,", "", spending_data$`Total Health Spending`)) +spending_data <- spending_data %>% rename( + States = Location +) +population_data <- read.csv(file = '../data/population_by_state.csv') +population_data <- population_data[order(population_data$States),] +population_data$Population = as.numeric(gsub("\\,", "", population_data$Population)) +all_data <- merge(data, spending_data, by="States") +all_data <- merge(all_data, population_data, by="States") +all_data <- all_data %>% rename(VaxRate = `X.`) +all_data <- all_data %>% mutate(spending_per_capita = (`Total Health Spending`/Population)*1000000) +``` +## Exemptions + +```{r make_simple_graph} +ggplot(all_data) + + #geom_point(aes(x = Exemption, y=X.)) + + geom_boxplot(aes(x = Exemption, y=VaxRate)) + + ylab("Vaccination Rate") + + ggtitle("Vaccination Rates in States with Various Exemptions") + +``` + +## Spending per Capita by State + +```{r graphs2} +model <- lm(VaxRate~spending_per_capita, data = all_data) +summary(model) +``` diff --git a/vaccination_viruses/Deliverable 1/code/deliverable_1.html b/vaccination_viruses/Deliverable 1/code/deliverable_1.html new file mode 100644 index 0000000..73905f7 --- /dev/null +++ b/vaccination_viruses/Deliverable 1/code/deliverable_1.html @@ -0,0 +1,479 @@ + + + + + + + + + + + + + +Deliverable 1 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + + + + +
library(tidyverse)
+
## ── Attaching packages ─────────────────────────────────────────────────────────── tidyverse 1.3.0 ──
+
## ✓ ggplot2 3.3.0     ✓ purrr   0.3.3
+## ✓ tibble  2.1.3     ✓ dplyr   0.8.3
+## ✓ tidyr   1.0.2     ✓ stringr 1.4.0
+## ✓ readr   1.3.1     ✓ forcats 0.4.0
+
## ── Conflicts ────────────────────────────────────────────────────────────── tidyverse_conflicts() ──
+## x dplyr::filter() masks stats::filter()
+## x dplyr::lag()    masks stats::lag()
+
+

For the writeup, see CS506 Final Project - Deliverable 1.pdf

+
+

Cleaning Data

+
data <- read.csv(file = '../data/vaccinationrate_and_exemption.csv')
+spending_data_headers <- read.csv(file = '../data/healthExpendituresState.csv', skip = 1, nrows = 1, as.is = TRUE)
+spending_data = read.csv(file = '../data/healthExpendituresState.csv', skip = 3, nrows = 51, as.is = TRUE)
+colnames(spending_data) = spending_data_headers
+spending_data$`Total Health Spending` = gsub("\\$", "", spending_data$`Total Health Spending`)
+spending_data$`Total Health Spending` = as.numeric(gsub("\\,", "", spending_data$`Total Health Spending`))
+spending_data <- spending_data %>% rename(
+                    States = Location
+)
+population_data <- read.csv(file = '../data/population_by_state.csv')
+population_data <- population_data[order(population_data$States),]
+population_data$Population = as.numeric(gsub("\\,", "", population_data$Population))
+all_data <- merge(data, spending_data, by="States")
+all_data <- merge(all_data, population_data, by="States")
+all_data <- all_data %>% rename(VaxRate = `X.`)
+all_data <- all_data %>% mutate(spending_per_capita = (`Total Health Spending`/Population)*1000000)
+
+
+

Exemptions

+
ggplot(all_data) +
+  #geom_point(aes(x = Exemption, y=X.)) +
+  geom_boxplot(aes(x = Exemption, y=VaxRate)) +
+  ylab("Vaccination Rate") +
+  ggtitle("Vaccination Rates in States with Various Exemptions")
+

+
+
+

Spending per Capita by State

+
model <- lm(VaxRate~spending_per_capita, data = all_data)
+summary(model)
+
## 
+## Call:
+## lm(formula = VaxRate ~ spending_per_capita, data = all_data)
+## 
+## Residuals:
+##     Min      1Q  Median      3Q     Max 
+## -5.7266 -1.5730  0.4823  1.4642  6.4950 
+## 
+## Coefficients:
+##                      Estimate Std. Error t value Pr(>|t|)    
+## (Intercept)         8.628e+01  2.099e+00  41.096   <2e-16 ***
+## spending_per_capita 6.555e-04  2.549e-04   2.572   0.0132 *  
+## ---
+## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
+## 
+## Residual standard error: 2.402 on 49 degrees of freedom
+## Multiple R-squared:  0.1189, Adjusted R-squared:  0.1009 
+## F-statistic: 6.613 on 1 and 49 DF,  p-value: 0.01321
+
+
+ + + + +
+ + + + + + + + + + + + + + + diff --git a/vaccination_viruses/Deliverable 1/data/cb12-33table1states-1.xls b/vaccination_viruses/Deliverable 1/data/cb12-33table1states-1.xls new file mode 100644 index 0000000000000000000000000000000000000000..6934f41671fa169f2e203fca4795ac1f8cf3a871 GIT binary patch literal 37888 zcmeHQ34B!Lwf|smqM5?~` zic$nzp;c7GR$Hv{kmm+!tJas+YH_1Hmp*H)S{Kwlv1;D`eBa!eJ9q93$?NOy_uAjw z$#<7?&v(xG&N<)tmiyhCUq7Gz=E0v{_!cv4%UBZorgs2K)xj+|uhg!GG2HL%rAzHt zfpdTo+uxA}2H0T8)D+g1|I4&rbX!;|4E`3gvip;tz@D++A+2SdY!qWP&K9r7=V|jx zb!~0V7FBBWsb1-Cw3Tof6bs345{|bNXBKt<&~!GAOE#SENAUd-j`t|vFJ;47Wzw&$ zYv$fQbs=&yB$bFyaU z#s2>r#(?umI`TXi7B-JPN=lAdS_>O+9t`XR*R?8Y>S00jLRkYyclO-&GY%SUzJ-B+4vFlPq|-Hj4w+&RiS>WaMN( z?xw7wCUBXbSy&imx`54ww!=)d{2{(t zX3kola}>LaA%16EqWUrx2lus}j7iBCvO^TIGaTN4iaWtWx#IGvxI2>F&4%J`og4SW zuB{F5b?h)oWBC@F#_p4Hpu=^D{SuoB;8gr_*&L)?)&vzTX5V7<@RwGOlZC7JdDbG& zn`|UJja{YS8D=;GN{#BK04F|2PKxM={_( zi2>gq1AZh1{Jt3Q@5g}ei~)}&Pb~Tmayr!C<^CDc!w+J>g*?&tLY`>&T`}nVGzR== z4EWt-joK9MleuSUcH2A*s^qU6VG>9eN$ngh+;B9RuCZCwhk{{ym z6vRBP=P!W3H_bn1#(-zXfX_084+Kq4-w;m*Y4DJJg+CA0;HQ`!r<2j^v4LaMkif^hvd9BsJ9^gf%NpzgGNKow{rM! z4IlJ{o`wEX(0en}^9T*!Am>O8ehOUxwk)IvG$y9{91S>+GvolY1>+3SF@qC|g&J}y zIBiD!tn~CEsYr^1&thy#5S}`kmsijSorRJ3M3VEB%;3P!HG^kG$s_21Z!9_6BjrIa z2z-G&mU3bXmWwVe4D@yI%WWgs<(j@Y@(T9dC(Dm)v*oaD5pYh3U4Zs6iPOO@*Z>bf zi)oF{U;&1;KN+n3%|L?mi$ijMGf-EcUmPgb_A5hLe>0F#`o)35UcWL>yy{m53S|At zKoPEA87TDiD+9&Eer2Gb7&k+)p*~P$Op5K^$-JVdZRB!Vhjg3GNQ6RbABd0}#wJ4X zwhu(eHDeQ@AlwHc&Xb$shkAngN@_|~Cd z+Xo`?tuwA~MB-Zq4SHWBiEo|peIpXzIv9uRB*8^wTO#UCenEWeV4U6;BJr&=sc%H$ zTL(RpzDN?^I#S<=#JA3rz7dIU9rR4jUmV8bTW4zDh{U(fw7wCEZ=LCVBNE>_Gx|m( zzI8JDMkKysP52>-e-Q*8xD`x8yc^fz)0hb7vX-njhPcUd-iOI zNLrBa_U+qywHX+j4kiV+0Xi6H^KGCBY@5v}6neNpp{QfWH+>INE7_q#hoXckEG&!? zieN^e2&U22gwn&Jd$F^D9=Bg$>?ddUH$zT;GtB94hPj~(WNk8Fgv&&COLBoG+APX| z(N|;!%@R+4r1vpn-v-l&x-h~`sy8S34guqb5zL*QpGa?Ed?E#XA!2N9jCP#|B4I~} zDo(UJ&qs!E9V;x{WUj>Co?D{a`Twqt8I7_aqzcoDuT|*YZc9k0X!p1%g2(|ihI{nB ze?UjXSlbtd)I++Y!D56{YChK6+Y=(9g`fu>cp$2_6U8H}!K*=B1rGzUwNAvyL~hV*W%s`~1yH3!j> zEDcFQ?gnE->N7gSvQP$7uZYf2*xw9A{moE(z6{1XR)P%Y?eYKW17PU}Fvf6GdOohk z403-nl=U}5d4DrhoG*h>bCt-@Z_Q;HoVf}_ET+!9&1S@19us%3bvUNbFz=9`J6+0= zid$M#w?A)>t%mKPPF`?JNuJbu0Ul1}vgu4>IY`B<1wR#!E&cQ$4aKpr!7MFVZ9DVM zC%q|j&TBC1oletc#3tRyCO?`@MjSSxjpS@n)V8x{erwKVxRFgkG@BW5*oan?vq@Fk z-v8uvb2cN4Z01F?nH7f(wX;E`rKxRizwv=Nn~_E~^P}0!iNl6k=O7!K+IITGPtDnk zGO}3^%_ct%8`0i!r43NqzW(ED=4?h2n|bj)Z8F%*>w~BDR3Gno+nmi9BO4P>n;M6W z-qU)j-#Pw}Ih(OYHYT2y8HbJD(|W33efv>!Hsg$JOgwFN95#AS>#6QJdD@)Kg+?|e zo;EiQ8@;FXR6q3kyXI`h8`+q6T0tB(dQa=A{_3Tp=4>Vqn+5SbO#+(*eeksWf*T%u zMX*6_qLpT$m^RVK#>CU6#bKlOwETk8H|{fMGs(!t#M83ku+e*3e!BEfvXPC6 zr)9@sqxZD@f}h_0j5!<0$i~Fea^tYkds=?Mo?o6ZXEVjf#>CU+#bKlOwETiEPkhge z&0suO!<0&>-7Ge=n-hD}Vz!lx)m{0RInk+MqVOmq(J2O^dN0D$OnZ$v(P?3#@E;@5 z=?0>DpJ8nOBbS&HogO9%Z!r>`X&|ci5XQP&?=UAiBTN*&VI-PkAgcEV##Y?-v^mkt zFj07dk!YTQsNVXF{r8RKW<+gx%!m$riPE~qwkXo_mhrtwtORokt)Uh;g$4$gucF=& zoztXNFp>muru0yFsoo zy#pavJ350cY$Ljcr8slprfn#^W*C-v^J zNfDx0Qj)-=6e{V!PXQ~&2sgVs6}VXj+*B;J4&zD~qvT>?m6j)`I~jRq81f|d+K?xJ zC3{}p_ibTap&WC%(~x71AxB#8;HVstyhgFP^bosjOQ%b5D}Il+OLC}N{CjK_5u{SA z^LvM}GPVUPgUR-^UeJ%CdLe?u91v#XbnMsA5*uLs?zFoZ;&unFbJA744SQkK;-*Q2)Y3RiZKFr0aTdD zRoetPa>X=ACIaDJ>ktewbi@(+jKtGTh>Q3agLrS@;SD^yo$y66 zdbs-2G@E8Lnv44@tN$=`kPw%uo$iflYq0*WFbFdiajBXcdLxY98W91KLf#mPMOyTs zxwlj(ZZNwD^0Qhs;P)yBFNVNunSj7t3&K=VFMNsuix|=Hc#6q4t-J>?Ll<;-xKuYo zbu5UG)nZ{_S<7n;1qdP))V>9$h|Zz>$z;qNy*Kr+0+gu;=DMCiroB&}- z#FZwAxY8sMR}?TW?oNU3rbUQgNlAer>?pH0H1H>tk*h8yS9Li3E@&$+B3DY%P?*O7 z@9;z0q_1diw-AXXoP@_u9$=VzNE*jUkivz@lDShw%rB7MwKyV5t6h!y$;!fRoqpw>Z%)T_b4i+ZI+EwivnjX2lvF54QmOE*cf8>LIf&jBLMytEAvxr?9G zpzIV318A7?p+zU##62jCK{aRtT2Y!#S-{p?Xd>}yOh_)ES!hV#;8*;rPin}UpPP59 zZ7jQ0$5}Y9m|eaTZ|5`-z1glgD6Tx0Yut8;=^xEVQ^K2ur1jRa#+< zY)@EhNQ}L-(8|7IuO$@$O4F!#P-s`ZG+89IJ2$jTzLs{6$0cp>Dy;zsDtWvdu6n12 z5u25kcGczaX8NR7b%R&cVIk&Ms2=3*Z0~~bWj?>N17xsTrAF~?aJnT=n^flYdc4%v zb}7wDhl0w2Gv7vqKwjrok6S^`V(&)9?NfZzXHi_vHV;fr@KO&LE3F>tWO>|fwZ-pj z3HWhCR$as^9OUTh11!S#cw0jT7SgP*YHp8mG@kf1RC9j^y)s0$wL%sPVY{AP!)y z+UzAQL5^B=lhUeydab%ys#H2UeeF)K3Qf`Va@FfoyMh-r>K11U6^rg%;_+_8I-^>T z*WWIcDqasts-QXvfUInUEGTSUyOVO%ZFE5++&pz&b%VzZOuOoK`?_446xafn_3fTk zRjTq)SwXnL6Nn@%0D>?I>_BeS=TlV*GU^t^2WE|ar5(jwrFuJ1Qm|d+BsXy?D8On3 z<#KQEd)z4MYSrhLw3{Hd+UaZYxP4AHa30Y_W|-LdM`WI(W3Q8xfao)ZHohy@l-uY`+c$!t7eWt~J15R3_e< z8y4}_+#oBhuo2s89GbDaaXn*4+aZyQVf;_;n+?Xk70ZR`JRN&lU}|Gu{qU0)Yntta zO&mUp!)NpT4i4!CjLdTmBK&k9j_ zw{WKJyoL>&OmF$EMeE>aKC}h7Xcr35p`&-+Xi_~N_bS;+Ot#x`o`d(SDuFW}ZG#ed02nXcrF_Nqc$u zKyOPM9H61bv7CxAjD3+-37?l(Bk!1P;(qMoT|o(Ot-feoHaqG@HLz*^hL4^~oNiWL zS6|am*H~X##_G!&}hGNYG|xt^v)J5Yp~Z>IT`|;ooMjXRsk$m zeExdX$MTvxI~h*UJD^D#%rNJ+b~>5e>va292GHT~cU5>jflg*$$&XF>pwIgr4IPTt z&x!+n#Cr5SBEU@?qpp)k`kKmGH>l{N_|ec(8{46{;viQlt~RuEDlkhsS|bsupW751 zS5i8+^#MY#1JJ}MFVEw$w}2$lyE`Kc!7RryR*gDCw?L1xI9Bx@%Y-? zJ$_Fl(|I{UO1!|r&g(==&Rce7ud8>|7gsr;JOQpp&&RLkEzD*7H9sZ? zI$i1(wyLb&QB_(@uEiar&Ryd1w>LOjRbP$bhL=G9B7jwsNP}=eH|xpmq=5 z7iW(8#xfEEkg_c;s_?LKr%NSH_OiS@^3TY-Rc^oPZBvlBq204N@?I2jwP$mgo7^rE zPk_-oi@F1`H>ut#H{N6C6$q;2BVN=}y{gNLOUvZC)wRqXaHHqz-T#%)XG3J zqKE2lYN(Q%@)r~|mEbr(Z(dU+zn&i)r&Da9Dve?yh}gZJPKpfybkbzSudw#cmUb6( zJf}rz21<3Ovq5#y&;yZ!muI=XtfI_KT}h2hnd0jb?px{VVBv{#c{ zRnp*h`diwY9Edv(ba83yLS)DkAxCjwh_%V7Znk?m5s`Rs3)YDmQch`IbzOZ^O`Tju zzU1+8AO;Q|=5Rn=PJf5e>1%+3NZ}3#-G;58eiFtmR|{X1tDEel)e8u;yt>TY;-OhV z*61ilhsD0!(~Ku0o`9Rvz;#_oacQZei63hnO%?TZjrQ8&8uHN+4Att~&>N92sgtqi zV%afFAW*3tI}j}C!mbWZgh83gmX|EA6L2tE?Xklk!Gf--sU}B9#b_l%1Ym~+bGCF) zVB;nhm9+uVx>WLBP}Q>1EsO;G1S92#xHYUUUyc02Wc9_X8#*!Q>FNfm)BhmbyCcwsH`*)5q0hJFz@PRPZyZrP@|ibgNQVaId?sBw z`?0L8xsJhi{CLf={XZN~zVHclyJ>Kx_wm*6Lsa-8I4}X5_icdfLm&@vt2mJ9D zo<|FPN8dX4{6%v{>xQYoVcyBrnza%wWnNjC;#~}=WUMe zJKmkPZPmjyHzYUSQ#}9S@(m>^8B3v@5|ROd+36V zFF*PCer4=CCvSW7%H1z5IWY6#FCBS9J!e)ve*B-mx^>r^&z$>fA-(R|TO~JZnuemg5$FbW7ExO|A+-D|SnYr|i*$Yoh-m-JW(OS>G zV}sV+zR7)e;kd2W|3|Ou+Q006ao=O#6bydt?U~>Hdh@f-@BQ=Ea})n?E@RowyEEUL z{=&#hZ`*a~s|)`1zp~rT{Jgqm_$N1atR4B6ugkXH_fF=MkNP`PZ~A8Ys83HleI~H- zqF+7tM#aMiKbvyt&4=!FTvKizv3a!P@Sf)eHGi}Di+wkER((9-+m{U8@rwgbT`}{i zx39kSqpdeQ{nT@(CvN^v-`A%A?qbLf$&6EFSf#D|xCHRbhn zuRd~4+4}z8kB&Ijz3}lfXKq!-UK9KqKKQfV-L<~8JMz9r`EvZ_7%e8Yga#5CNN6CT zfrJJU8c1j$p@D=35*kQoAfbVT1`--bXdt11zm*0KViCOs3vlTfwiUlM)-~1wzWt_9 zJK{^USdM!j{7^nhm?gAQlW&cnVPo6)N(RP`O{Qo6j9**u6#2KqibB^Zz?(K@D6PEX z_h~I$$C&W-P^`e}m=L}mh0lc@8yCK&wNrZhDQrdrekQ)-sK=)-JnHca@LXR{e-XZx zs>d&6cs4#h%&&|skHBAnC!l)#l~_S`tUHYF#M&=b8@|4d?O|-RxMo-oOB=16py%ya z>0za>{m}Unq%eF1co~P$v)L4^e;^pM4COFFFv4h+L<)NyD_I#U3gQu6BOYnn2*Y}u zD419W5Xl#7c%txVeTb1Bt!FdBXl08LhP6CVFw%<=k3O7agpsz4F#6Py5jNZehN|%u6dxj4)bNV}y+{fzda4jCk~k9V3jsm}7*|2XKrqT5V&5(dTK5F#6hz5r*Y1 z5wNf6wE}F*`9j0TQSWGF$MWDWnbCc6xI)wr#;?fZ3b9HSc-B~85NvWTms zhx7DFWX?n8!&!jC~xWPjywMH^M-FEG*6SGo0ghbFJ=q zuqcToAtnxE$*hdsdJAoz6p~%3PRrawiB~$$%hoq?d3f2ggl^{rWuy8oLncv{;eyv@ zVGCY%2e%zt7R0AmAcL>KA0hC+C(2SwrRZMDc{zgk6enaZ70EMF;1?3Uu$^VtorDiR z5xS)qBI6tFg8nFhe@@85=&*fp7?I_bljgZAli6p=OQ>+~ou zuScw#mnh`t6x(F_Vm8lvVN~7=b$KnvZ|CLG>IlU^nSVx-*i;kPG!xi#6W9zBSf&Xq%LF#l1UAbAHroW2Z34?Nfz2_2VeN60u5wLa z^!k)hr}-u@>H-__=9$3eo4^*Bz%DX@QG0CUL9Mb8MlTQ;Vf3LCBaFU9S)LVf+MRhY+=MAX)5JNctbpCRV-X+(mU@<&ly zC<vju)I z0`qoZp@@*0JXCjO$RY6YA%2F^y)5MCHhlXamq+svs@F2)5coL)e~r%O+(*K_EUNP| z09M_7K= zy)Z(4iX$@qr+~oE6ZqX+9?`43RZ374lM}Qp=G=dQ4EwJo8Wnokny`Z8&-!~QL1wk zA7!l67x)VWev#0b=*{JE8MQJ|?3DR>WzxYSfq#pRzOYHCj#6Be@zSKAf3d(%dy?!R zYBs4Ohm|KN+^cY4sL+~b?1#kO`pBVE{{4F=YDE{hUudpKaDtZU9HQXB@JIDWp zF(mXQsBcgNx+&~h8Wx0R2#Pr@a+F_U0xRXPc{Gp;<&{nF$o?rT60h6@ufhaYX#%S< zfh{+ItuTRAo4{&JV6`T&Iun@P1h&!yR&N4pFo8KtV2viQRR$Q1m5Tt=`v}3vmPQ!a z(g-748ewEhBaCcmgpn6_WJ@EAY-xm%E%mTh5KnJTV(hqudi;I;EyEYRj-^shp$LgKvcXQg zy|t6qP!7Vb1U(VZZln=N2av2tZznUfE#hA*&}*hrh2)^OG<|@D;GusuN3ROFgk67L_IdXw zJ(eQib#H$0;1$}rci*Xsvpp8LO=3%EAfbVT1`--bXdt11ga#5CNN6CTfrJJU8c1j$ zp#c*O#2f!xU;5=s2j+|)w)ZBC|Fh5igvS3LBhi?j<_BopPtUULNHp$WgES0jJra%g z+mS{ibt2I`fHp611n1g3fEcq6;rRiMd7K2ol!xeuuNaB1kMRfAnR-a(6#kuqreb`G zhz&+I%r@|81rl*JJ|E?4S5>_HOq{6{G~+;2>D}s9sa|n!z^65|n}8>_ga#5CNN6CT zfrJJU8c1j$p@D=35*kQoAfbVT2LApvKqFupSJQx(2FfW&sYvvUpT_wEkZ9cl4W8+l zK8=)zAPq&Lv3@!dJ^QEe{z#-zNHpfBd4aJ=wEmpdl+!wKTKi2aW@*GtD_bR`DM%Se zQ<0`2O-G`2qM1lpNHdXUAcakd1B7JMv2qWeWS79*7)l_JSVVvUcu|21$3?;m-q$Jc)8WA+kCPG9<^|KQP| zZ8TPoX!;>Pl5Dic3o?9d*8h$Z~5`d7SgE(UJdSE{HK;?F2_a<+~?zPW)1Nt zIr^G0w?km2um=7eeEJUzRCfAD7HwQ6f`tF4O)R=u;BUcAsy}_@Ppc()<-s8ZUgyF8 WFraVoi+^C)KY14ZFUnu2<~bKjUJ48x9RLY{1^@sg0E4qEGaV2BAQl_|Km$O7eiF8|aWb}X(p7f1 zGj`NwaI>}|{sIn4oeKa3-v7VxU%Uh5iDR;TOvs{lAD@MH=_S`{KR~me1`MInD)4vr zCk&Pve#$mCf6ESkLKe!yu;8dc{kG=GayemEYh&FQ5H{GR2p{1;+^wR6$H6!-bVAXE zg%j_fsd1i*j`x8XM^`t>BmOf1BG+6WET1RG}@enIgO{z^>=y+@CZ`RHB1+s0(la3B^m?87Kg_asZK}gX4ZK< zL(mPTkk}5y^~p`hwoVR088+P7lFvU&H3wrY>AJkMyga(7qa%LGKeoQdFw>>~l>Nb< zBw%I4rVh#VIO zZGcbF@JKUfx7?{AzL!nmG}JD*==~e|Ey`i*b+-`mNH+<&cj)QX@F9=q$<*Gbz_ZKb zLtmCxNC4pN4GbXv7g{!`Fp>QPVoe&zIyfLLbsdbY92psYyZ(=k|HT~q)2o-q%gFUH z!H1lGd=4GHn_rJb7Lsxm{MbgK?Bge~hSU(1PmZ_VMTL*7j2j3h?%Uz>Ji5Bh8+9~H za=XJ;9)XI^L)Pe85t8y~?+ist>5wdDU%uUs;xd0Tf14&Q=}zs^5kp(nT%0F0vPmX3 zdnr;UR)R7?wfxO{{f9FkKo#C=fGa^}BwL zK}shT0rgEy#OX99dv7hmtGAFj0q#W8*Elc|ya?`q>4P~Ey89l{Tj;CyXA>FsNz0!6 zNBBMbGAY7Rc0R8VC*sgyaUx%uc*ngjX>BU!+fG7HqcmNsSMSDto}28B49#x>Px|kW zac07Gz5~ML8_?<^0q+1p=Fea$SJAf3U_$rKseki(maTz74v;J*N3NK8ukzxRsm0Vo zr)QEusWAW6X^A>hl~SoKVl~b_w0}>i8!h+V*?66`q}j|sB$}yKJs~`kqYPVHo8c5$ zLvog~D9KDcvQauO;c$_0$dcsTCb+o{kgLE<+h9XBq@XckQ5r2Wh8u=1w4mH4Ux`02 zDdwocQg}RS&y1Lveg%1oO!`0wuYk^L7(U#Z&h7z4sv*igrAA>p@26^d?q62YeyquZ z<_w42)V|}f8c13;`DIpxjJ%`b!)?g@f>w8i4cY#&fF7AJXh1QU^^wRWYET=)}ICt+7q9#JEC zyZicyQ=2=}UP>?1jTmlc6z3J4CTRsi|(B6kd05R ztX)uIS*im<35S;v4Smsj?bgL@-73ehTZs2BPVl~$p;Ds}EijjB3)71s`NYOU^ps>V zB+DCP>F9;_7+En6!BFOLNUa&IDLG`@A4O2v9eb7?BKYdV()!a{d(?HkN zbZ$39s^Va;Ilc79>bV-2R7bs5I&B6vaZZsDW=CE2*V%JlSuauON$f3r-eaou}{9Y}Y?>gkD#% zE(K^R4Z#2a^nY>0(M;dL*htCA!Q95w@i(g)q%>`V#*FMGzC)y%tcd~RU``<~bzTWu zBL5_ho;2e+)HI?|yExbu?cv3T=r7rUc5$$tmbF}?t;^>Q#UpJ6#(w1VUd_))$kcqb z*cK^gGmB1ddd?gR8jqd0tnButEL|hlE*x(@qCZAupisQZ9g|e?&`Rh^bClVdE*i#p zi0_M=TGqrq5p5Mc4HHQM+tG=#AmtO^_p6qv1*=uf70a<=oMXwA)|C{*J;voKX2GTI z0BTF9vLGJoNQxlip6fRl|Gk_@&y(6X)N!4?Md>L#nlCY3&NdQ?_kmnB;NrG}rHk)x zgAHz)?bVVUlu}%mhr(|#C`ZO!R-h*#1#;2GYy~skC1k2H5-U)hLe`jA?ekYnw}g)w z=hDX~#oKZd`#~KkUZCYw>F{9n&AMHICGRItE!Z+y)C_RE8;l(AK|06*$r<$fv|`@K z6O@1##oxctI<9B_on;0IfkhPzVOO`9 zgu@tajcb;^Qm^=1s((Dl9xUWeSttNtkodRU?ssG7WM*t_%=r72`L}aC(U^$9<3R7i zdK7?nbbV(39z(IQ_01|_o!lrZ5x=4FL_w96CB7XG4U~fGMv?k!L5h$qU*gOMFoceu zF)-xyheXp<6H8}XmYmdVUUDB3BT~{rZ&B)0N51K& zrM!rQLvsj2aD#GA&*Y0603n& zGmLb>cIDnGO&`0su*;TSPq=OgZwsG_vpi#vEC<}}v*xPpC@x1;8~;G~j2d3Z*)yZm zRU;fpP}U|KwztT~vLjs`{__mEDllx8LfAo%LXn|f*dT1I*O)kHd?M8De;+U9a4^#nfz2An=du(f&+E7%9Y5UfLy1Tt8s{1)f#nsm%p<}lj4xly zyw(KM*!yBa+6=L4k)B8u_GmmwP}3fn)t>hFr zi0#?L@2Ebd&pNi>GOb3cmqc(PSxz@RsdAI42VxvwYPmq;kOEC-e0P~>U2SS>AK->b z9ged3^#NC8T~eEKFH_kgD;iN|iyd^2Xg6Y(W)b3mDZZ^s;y4Og!!*SM^UO=zj?Txn zZb(megYUEx9LLK7hxoSXb^=+!GJsb<1R53|Yds(g<5f!}t4!1CEHPs#<2@1>x|nJQ zTEcGBz_;*Ps%O_xLRSz+NQjtEmrse@8Pvx6BK~zScSP?jJmyKCL~n z5_U38%p-xdBn?E~fRU9r#z|?p)!yC0*}Swv^ea7Cq*GlK(+pDp*7iG|iR34Z!Pd0U zITpDVgBCmo)}tsS6iZQ3s%C#mN~NiO9-D^-3+N_VGB(Qxv;*wEMK{P6vbj%KUzD0% za3r#A?p^hhaj3x$B*rxHnSktNbA@gf~PyawilwptT z#53&1(nDq*vW~5gElcFTtyF3ES~{>vP)@##-`hbH71II6z0ZO2Rb8Et4k|j_FCx(4 zXoA^4qZ%V_@4bKVhP zJxugD<18{7?XrEJ>*^F%>sjAH!^_RRzqfW4;7?ct$p4E z%GICO!_JqpNbx{k$To$H`f&ztIPtw+#9D$z6!d007Zv@R4~-Sny5tglBCdWHvT~qe z9!g_bunV^8*h{t6kuxpQmR_8K7UJyjBZ!v%l&Fh&)zBit+4nvAiC~n72x;AMtcLB! zoldP~FZ**8;;g5J(OeB{7mHw%20m)=4%z&vlLhWzor+KA2p;Rz)A+m>9b^cIEAuw; z#~iQ?4o#n+EhvnA@->Q~k|cSGoA6$8Ux?`p_4a7IjXD8$7Hy4h|CpYpHg6&C19J^1 zV5Jq|-*J?ayOr_p0aU%pCNR@L_5o%ZJy$&Jv9S~=^7Jxsw9fNiU1oF$n8H=wJ`5fX z7rvbHfJqFmRA?7<`gu2YJ)L!4bMf1L{eUz+r&R_HWy&umz1O;Bk+sF>n#M6u+^CG9 zY&L+}Zph9rx7ih8*@kxF(w8a<$U6eJEwA_yH1`l9p_y~|nMR$aA#SdBu3SPJM=WB6 zAU+_dQ-CDiA($tqWn34Ow4`NIRj1NelwQ}q=d^O5_v4T2vWA(EN^p7W0Okn=G->HD z+&b48O`?Z5UXIp<0zNRUFJtlhC(P?OX(;JLaexQskAfo47v#5t?WpF`@Sa<;{F#FV zs*PeT8?+f)$YHJM==3EX{6v%q&Bq0-3}XE!V+ZAFlW~%IXpe?m z+hB!M;Izua1D0S1X>~9pbuol$l6$ImBcWyLy&0~0}t!Nh4 zvoUaLTZ#rtt-gu~_}Mv7_E)r->yDwF6pC2Tv6@$X2Jg#qhS@|SiS=39c18;o5IL@f zsz#B2byc5BgnAapLiF35{fbzGQbAke$iAYs3A1oO0rDE+T$e;=Qrq~%8_eYiHohe) z$tzcn0s9r_!1v3mp!hC>d4R1}B50*&6@;dBOSKkX98X%XEU#jBbx`|CD`y^~l)a0yY|65CH(}e=*{>?Ay`I*x1RD z@%QQXs5Db;H9DUY*<08A4dgQ0uLX?)hdtNqhkn7lj!8Db4tX(%X;0SKg2kKnDCd$M zONY@HoA9mgN=2h8m7|ZdpHy(wX6hj-I4Ct&3I&fc2|qv9GrzrBHib#&8#nWB#V;5c zb|x%5*T3AP+|XHPudp(l{+3xu3Ew zl^m-%?Jl)b$OzD%AK%U$GK@=z{K1G(l16O)F&yW>_S-2j$TqIPh`e##hW(L4n8 zt*A!zUGyAVsn^Y(@+{=J)Ws8mJ155m?!DvI=IMmfIaP8gsjZn*j1|my@)WPLK%)WN ze!Th7+dJG{4TKiVX8=ahwPSoNV++3Mk5_UH;t{vz^m!@!rPQ}a`*`w_^LH+S&-EX8 z7_~+G_vtgKB|sTB__zokzpYgwL1Z%BjhYSH8}jF=gn-VjRJMUXYQ`?QTv#!+za=D+ zn}SCY&u%@m6#YyC>*}V%qh3Yqrm>&=OeZ0sVKe@1I1vA>sIE7sCy2rtKF8CujiJcb zHj>XqLUPP@z(1>pdT!Dm|59q?HMc59!k(Me4bShK*IhOAF0!7>h(1h%dnN&%wOyOz z=e!>{VEYu}+Chj;-r4oLOP1pS+K>y6Up2&eu|ahZpsKJx+5Iz% zunyYZ!`8*_Vw`8kbb#1f3sRe+R}|aY$y^mcsY8pVntbA&~@>eU0gDcxtm(<(oNn6e)@44 zoo-40k6o>t3RP2Z!g6$lY^X_<>!xW-w_WU*0>o(5l7%LW;lYs-9vd5$t~4BN%t_p) z%8CNbNN%6fHqij(a~7g;PRh0A2CEDCuzoz=!~>g)V(m9|lzJDm~W;{37=J*l-eIN__2R5aq4MY|wP- zL2bCYjw>O~VQH0@=PC|Sg2(bD4}2IVP@*yd68kWiX3&NiS@$CRIV3|#p-D_4dVLBW zp%_J}p=0+nO6Q)MKuGy6ky-O*bMk^Up*zfqkz^nyvGx^?=yVTh@zfP)O#WW%yXRP0 zk^;JBPoNV<0oI3&Yz^fdZ0#Hw4Q(Ba|J~XAUs)Kqb&>J9QhiM51DgwAox!^cuW<@bW5lVyO^E z4Hd}&8mCUD`9rOk@Lw9hK5fP2ubT*G>4pp}g5IBQSLHbxx|Pr^2te_|DoE&_d~KIL zJ5z&G-ZRf0)WF@ZQ%O&-5-Y50dOsBN@ZQ6hB*y$zW}KC!gAhf|ue95Av)~bkvA-j* zS4RUn7KlJRU?~mx&j{4Fv-=+afyn#!$c&e1@=e;zmCUctpM*|ZtzjJ4*!?pGsG-94{4*os(uHB&!8PJ4L47cyyt`r z0uce&UI+|s<^3oUYljhX770TA{g@@gnAx<`EJI0&Mw%ynm@TJ{MKC2`ljbX9Q)~-c z-b}Ux9?5FP?sS*k2bSfG-$&%7qsy}27V8mBw(?WfnN9R6I{OdGK_;u_<<4m(99GoDt9L632N+MAD%cG5pmCQ+j|o({jJ2V|q*>Hqdcf zkI8>`kZWhMR`_wliuh6>EX8prPJbuMt`TgL&2f^0pG)qs&y%1P`ZX1==pf^!>LX9b`=t%^tMIQC@jryo;C~nXTYdaj4ZoIR|In}oObvmL|Ftmt ztAbyX$v+f)!uZz`{x7xsRrJ@W`wvlTU=aTASN~fK{;QV1I@3RN003+F0Knf|>#yQ} jwS<2b*CG0o_`mIHmgNcqD-GQco{@tuEV=pvs+JuPg z%(+bRWy0vfr#}KT9b+4btN2_#1ocZ3y;U9i`i^$>2h%12W&b(_xGg^+5v)#1@65ST zG?Xu|Au7xs9$Yd!(kjxUab!&y=u$j|@(J}EXwB+-HQbz>&QVolZHsWhe#(cOkcIT( zJuK;HQPsogETUl#E8E5Dz+or4%WHBy9XnC`TC03_F?v69uv5>ud`>sPT_Bfw?yxq! z0RDHr4~j!f1(zYljRL1*d4B!EXnhsKUq`}YX-d~%9_sHT36o0AIETHFHW*3B0jO}k zPCWnOiI1zhqm`?x<4^DPZ_dEMTo_EtfA^@=R#WK*;&x)(M*)3uyovA@J$dL4^$u`Q zM;h6dnd$h0FV-p8+nyNCtMDMWM*5wM4|#tR#NI+6xa{R9eSweYPvCSSj^sLiK8}ED zbyP(iu82f{f4F~8afE@L?Lh#QN*?CSClvYoot23!>TNN-`~`G6QovyX=*8#YF-bKF z!^~LYr_h^cI)_!^jV&#-*=#mD4^YtZ74oZaKbom?GBhO#EI+{1?kpY0_ufZWsAnCw zHfnwoj=gVhFn1^`RH(}ZB?BWpX`_Y}X+qeNJ$Bw?wdAyqfG*!0p3I>-CFsq9Ly8{N9KZB)G?}=*;kTB>~<3s4JdL3F~sB*bXrhZvY zd9ai^cjg8Wut6=QbU$QWkZo^4Wr3Ss=yUeAM_>X^lwwYC^KquGX(KN^3aL@$_@mxs zy*O^3u0?(@o7!^t{2K`G65sQepUt}|tDkpt;%&{thw2ZMPPfHUD((Nev5Pmh_9uc(tl0$ZPTpQ~{k>;CO z6u{Bp+A7NbTQLenCEL#NTi`h`ZZ^g57F+%nOK& zvlTBC^0c2Abyiw`GG)g-xwV0?EzZ+VXjd*9_uzTt`=xYAqCRY>XH$$|+pV20t#;4j zT!00{zUr!A94BP3BtG}>M-dHsPm-W`MJg0@bs%*aVU(^aCw^MzsKLk6K(c0KLqLga zDW;VE@rgtzI+;AQptG9#+zDtcz&jC0bt5Zm{cNN3%fQUdx9_L6Irn<}gVb@_I#bmm zCKW7-nXj9mpPlLEdENWUFx;EBKjHu}7eE);ByHhrQdd_Wy7;@wL-|ev`SB`UO9yt> zOm3*JSX9KlN-)Ip{0IV)iu&_y#(+wEJgS}Gf=?3L0)!eHLKphtr1vX?y6}2S7d8Q# zW(qb~ex`|ZLEDa^RUW|By~r5;@YTup78F5mE+!*dL?#)i%~YT6E{f!QZx+UQLc!YR zz0bA!9wpgmD+e)ai{>r?U&K&?yqi4|@~EgQQK0*|>l7IWL3xj|xNHweu1LN2V9V!_ zf3&Iwdq^BbuwP;j006>&QN+W}(j5ZU@pQL$vGw?ARG;ZAyAbf=1}SdQaH;r?DEd9sKjp@xEcbA`MK6UDI%5b&Hh%89fOF8CCm1R95;yN|;p+5!b)$L6pXn^F| z)6^bQ7gEkNZ)M^dAL9s5GhauhMg zq=eqBq?kV2KmuAXihq)1NJ?BiYKE=oVFsa5+(1tO+lX@`+D4pA#q4CDtEOw|Rw$;T zqM7o{V-7(l96enGcKiyslGE^?iUA3~%@%JcDx{3mej&k`7;qErcdhLxlQ8}a&k)U( zQ#zno_tCYuP5M~^=pEBh=n?kZ6jA|BT?2PRedANIJ?hj8yg7eQap~>{Qg8p`PZvk1 zE2DcOBc9J5n&O`=q7cNfX*ER|h}XA22aj)OR-C0}oByNb>m|YMQbz#*25EmLdcRpd zPdkV+gy**_@6TO5G#Zbk5GL#M2i7vAf51>XSwf5MEgsn5j4LyFx@QQedk}6^?lbEAOyNZ+{`MX)Tm1aN? zA05LXR+@51Kv{>zCU24)RvhcPL3th1>$>f}db#N5yV}Q8bW3NJ`Ml!PTLIJGSn=_L z?XH>bzL2!=5Krkd%kLl?fm{k6_@Js5fre8aXM4R4)3m4&#sNj<2&JY&mj`#o-ObY_ zaCQRWX~oSS#SYS35-qVbZ{}XN8=UBk5wA^}KWTtcl_xx3D9{b5jikYB+jxXgBg-ab z+832)Q(}9tP(WyI(zl>;WTx42;ixIEqn!;5AhUt!u4ix@)+?JHla{t?yYTaJP`VOpMi$$d*@Nzk|7tn*L~*o&?a^j z7ZfHPo#VL#^M|`Tk~Q=0`>*?_!h5qUr|-EiF@0WqzfLsry>JX??;RYZ-?9;}lLhuOBGapDcs7>s@+0HVkiOLc9OYtM=&K zGNs`lQinvh<6;}lDU|VLR*ga((u#GQH>r=>Y&m+0xngnsZHGspFhvAeg}twhmx$blJ|}m>sv)p|+?zuOL-dEcg?jdq}S$ zb2Sg6y#EWf^BZfb*Oc&BQcWK2 z4`#-udz9o8p+pjxuqZAs38K`j=Ur(*YkqfUL*I(@$ss$HCHe+3K~>igm(@u_;u&5W z3t5tA{@64g!!Is&UY54hPO9S>H%J=LBIRK?X~{qK1v+IwZ;?iIs9ec0JfU})YXJvI zE_a+~bI(BKfP6bmb*{B_eH!jd%o>BYUU*F|zpDI1WG7eGKkp^B+J+$f4$Y_78MXza zU0`y1x6(m8s*!DmKk;$k6E}`v*M=br^EJt%E=00G2Qu2LmaB1GEyr*P%ScpoOp?{` zXrg;l`Me5ar{mO|k2yj(2!smyodhYL;s-v&)U(|Bj8gl+c_1Stn4JDd70Y3Te31`p zK>J3+>F95lztZEDTSh}p$#sYPKo1p)mEttuNZg64Mw2 zS?$Svp?az7%gWBKdZ$kWxx-GP_ExQZ@Df!x$%`_gAp4fan^+;Ut@!;^XN*j0W4XqGtItpjJ={cmDl&96ZNI^enAm%*;BI{o*dyO%A9n z>bOJq%>A|=|pnsTlg46HZP6vL@P7O^WSM)9cY z9il8;55a6sD67gJxl+k3yK!|Rv|r;jS3LJ7)gQa7HQo1O$Jww*(lW)KIkE!!`aKFE&=y{5?t2=FL`@>0;p16Fl0yA5EhLM$X<2&uy9{SrI$c-%cLR zi#<21GC9HWU#*>@l=#}ofQ7v@=c0KajNatlVuI?x1POj?REmvIl>&u_#Y9_19)iTAn)#~C5wmMfhOF8QlJ)^W-#9M7uG z3Qtj{P~vhL&lYI1Y;;;-V0*m#gMgmRpj9z*Y>SCDIs1q65s~ry>=_Zs%CQ({9GJJ; zjKg_X889alZ5Os=VI?=4-I+3RGo0}0`BZ%MA=w806TJ?LguRL3xXG<(#Niqcy46+` zOI^$7w8wb7hhgm(o1A5h^;ql|`iq27GP6p+ZiAbO(N#RKZ)+OUxbTGxlA)Yxec_}W z1(?pOz;uK2h4TD*Yhic|rqAFDWp3|IXutv_pp`|`?!*Oe=&fxE69@1%#5`{dInbR> z0sSJ9GfcbgeJQ2-RBhMt9Bz4d`7vAHR71-``ulW^IDf? z_W{*4wO1v;2$HfZ2|E_{VUf`}rDE)Ch6PQwuBUN`jh_oBjGdvirjkiaJ)FzdYe5Fy z^W)9c^w?&!iOG7N9EYo$z=5GlMg6m?XZFCAn|_+cBU9B> z{7l0=>>vZW2W_sBW$gH>bC6&}95ih5Mw z_@;Ou$)>}C;w~QTZu=?$=YYga@&$%<6EZP+-4u`4lWJ8RMv`j4%y+4v{r#BGmh^Ko9p(g0w;?3X98ud8zoDC zv0^J~S7`xI3Ugl3={-vpUA0l&7hUFBVaNkD{;8OWx9j_BHS1to)yN8C$)ch7`v_m0 z{!2NZO)1X4=iMGv0~0K-h}$RE1B9*#5y$Q{g4(5u6D^?}RaPbOT?`eO-`k*1gpn?| zAUs>2+x2Jq);X<}#(U7F1dU#yOwbfAo zS!CjsY*(ou`A9)=+xLmfq98XAjj|R>e5Cel3h2VMVvUSLIL?@XeH9h9UswAn{;@T(GOPrn{?~2amO@JLLBkIRJjz3`iQ7$-yU6B6#eijFkn_^yX}3ZKGdosWE&yU_Dwx*u-Q4qdwvM@TIaUS z-}ks;P|mB}DzrSjA=jwDY}tV+b54Ch%D>XFmv%{{7Aaq(%~@#nTF)?$D|DUuo?J{A z*0Qkb^XPetD@gMqFEwLv_0B)0JPypLu9Ul4sg!POFZHV1OEmbs&r}qKpXzytReA|n zP6DnR{#8)MKE^-c@12B`)B-Fy1D%ielXnqK5~=QT$g{goDgnkFjpx= zowYE-Dy<$HT+~{@C41Yd7hAusXN;~)I$Y3bo|;|sUW%vTF_U^zdW@aN;japgsOfjt zdI8^w)^zzpS>lA6TRJwJG!Tp1x3V8kX=N`~!y!ekzn{2lm^hz(ifNMMN(?>n zC_yVjn6O_On-rMe2m-oN`KKE|{5Vc~b{#8uwnsEoUsmKlEHq->gwOE zgqx_D)tE1odA+%X7I#Tm%GE`UDaQ1LFHN+?ZY_D|Eq7XOiGyR$rdYxxmWUjaH2OZC zrQtfV6MdDx*`=LGVfbN9M-PYAE#f=4N_U}0f$!^YN%>|{;CN=5$f}ff0GBN)AHH!Ly6w$2p8rVHzqz$Qi=;q0}kF`id#@_tp znYWf%#uDt}e**S7P&1%J*NFlzj% z3H__!Ut4j17VLnn_5W|o{i^5J{>&emPGIL%e(BcyD*S8Z`VV1z%-@9nR>%HT!>>is zKQ!#Yk~Y}i|5`HrRl%=m-X99=i2k*N|0I3CivAiC{~_uP3z2_+^uI;OziRobEB!+U u0Pvg=0Qj3@{Z;(0mhjKwNHl*E|J^QXsvyC37XUzqeL`WrdyMYqxBmlCJUKZ4 literal 0 HcmV?d00001 diff --git a/vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccinationRates_vs_safety.csv b/vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccinationRates_vs_safety.csv new file mode 100644 index 0000000..bbf46c1 --- /dev/null +++ b/vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccinationRates_vs_safety.csv @@ -0,0 +1,2913 @@ +Entity,Code,Year,Continent,"Share of people who disagree vaccines are safe (Wellcome Trust, 2019)",MCV2 (% of children immunized) +Abkhazia,OWID_ABK,2015,Asia,, +Afghanistan,AFG,2004,,,2 +Afghanistan,AFG,2005,,,9 +Afghanistan,AFG,2006,,,18 +Afghanistan,AFG,2007,,,4 +Afghanistan,AFG,2008,,,23 +Afghanistan,AFG,2009,,,24 +Afghanistan,AFG,2010,,,29 +Afghanistan,AFG,2011,,,31 +Afghanistan,AFG,2012,,,33 +Afghanistan,AFG,2013,,,35 +Afghanistan,AFG,2014,,,39 +Afghanistan,AFG,2015,Asia,,39 +Afghanistan,AFG,2016,,,39 +Afghanistan,AFG,2017,,,39 +Afghanistan,AFG,2018,,4.470985575,39 +Afghanistan,AFG,2019,,,39 +Africa,,2000,,,5 +Africa,,2001,,,5 +Africa,,2002,,,5 +Africa,,2003,,,5 +Africa,,2004,,,5 +Africa,,2005,,,4 +Africa,,2006,,,5 +Africa,,2007,,,4 +Africa,,2008,,,4 +Africa,,2009,,,5 +Africa,,2010,,,4 +Africa,,2011,,,4 +Africa,,2012,,,6 +Africa,,2013,,,7 +Africa,,2014,,,10 +Africa,,2015,,,18 +Africa,,2016,,,23 +Africa,,2017,,,24 +Africa,,2018,,,25 +Africa,,2019,,,33 +Akrotiri and Dhekelia,OWID_AKD,2015,Asia,, +Albania,ALB,2001,,,90 +Albania,ALB,2002,,,93 +Albania,ALB,2003,,,93 +Albania,ALB,2004,,,96 +Albania,ALB,2005,,,97 +Albania,ALB,2006,,,94 +Albania,ALB,2007,,,95 +Albania,ALB,2008,,,98 +Albania,ALB,2009,,,98 +Albania,ALB,2010,,,98 +Albania,ALB,2011,,,99 +Albania,ALB,2012,,,99 +Albania,ALB,2013,,,99 +Albania,ALB,2014,,,98 +Albania,ALB,2015,Europe,,98 +Albania,ALB,2016,,,98 +Albania,ALB,2017,,,98 +Albania,ALB,2018,,15.84816122,96 +Albania,ALB,2019,,,96 +Algeria,DZA,2000,,,78 +Algeria,DZA,2001,,,73 +Algeria,DZA,2002,,,93 +Algeria,DZA,2003,,,96 +Algeria,DZA,2004,,,94 +Algeria,DZA,2005,,,94 +Algeria,DZA,2006,,,98 +Algeria,DZA,2007,,,95 +Algeria,DZA,2008,,,96 +Algeria,DZA,2009,,,98 +Algeria,DZA,2010,,,95 +Algeria,DZA,2011,,,96 +Algeria,DZA,2012,,,95 +Algeria,DZA,2013,,,93 +Algeria,DZA,2014,,,99 +Algeria,DZA,2015,Africa,,99 +Algeria,DZA,2016,,,96 +Algeria,DZA,2017,,,92 +Algeria,DZA,2018,,11.27569803,77 +Algeria,DZA,2019,,,77 +American Samoa,ASM,2015,Oceania,, +Americas,,2000,,,65 +Americas,,2001,,,66 +Americas,,2002,,,63 +Americas,,2003,,,62 +Americas,,2004,,,63 +Americas,,2005,,,62 +Americas,,2006,,,61 +Americas,,2007,,,60 +Americas,,2008,,,62 +Americas,,2009,,,66 +Americas,,2010,,,67 +Americas,,2011,,,72 +Americas,,2012,,,73 +Americas,,2013,,,70 +Americas,,2014,,,79 +Americas,,2015,,,78 +Americas,,2016,,,80 +Americas,,2017,,,76 +Americas,,2018,,,84 +Americas,,2019,,,75 +Andorra,AND,2007,,,80 +Andorra,AND,2008,,,86 +Andorra,AND,2009,,,82 +Andorra,AND,2010,,,86 +Andorra,AND,2011,,,82 +Andorra,AND,2012,,,89 +Andorra,AND,2013,,,91 +Andorra,AND,2014,,,90 +Andorra,AND,2015,Europe,,88 +Andorra,AND,2016,,,90 +Andorra,AND,2017,,,94 +Andorra,AND,2018,,,95 +Andorra,AND,2019,,,95 +Angola,AGO,2015,Africa,,26 +Angola,AGO,2016,,,26 +Angola,AGO,2017,,,30 +Angola,AGO,2018,,,35 +Angola,AGO,2019,,,45 +Anguilla,AIA,2015,North America,, +Antarctica,ATA,2015,Antarctica,, +Antigua and Barbuda,ATG,2005,,,46 +Antigua and Barbuda,ATG,2006,,,68 +Antigua and Barbuda,ATG,2007,,,78 +Antigua and Barbuda,ATG,2008,,,83 +Antigua and Barbuda,ATG,2009,,,94 +Antigua and Barbuda,ATG,2010,,,92 +Antigua and Barbuda,ATG,2011,,,89 +Antigua and Barbuda,ATG,2012,,,90 +Antigua and Barbuda,ATG,2013,,,87 +Antigua and Barbuda,ATG,2014,,,99 +Antigua and Barbuda,ATG,2015,North America,,84 +Antigua and Barbuda,ATG,2016,,,68 +Antigua and Barbuda,ATG,2017,,,95 +Antigua and Barbuda,ATG,2018,,,95 +Antigua and Barbuda,ATG,2019,,,95 +Argentina,ARG,2000,,,56 +Argentina,ARG,2001,,,56 +Argentina,ARG,2002,,,83 +Argentina,ARG,2003,,,80 +Argentina,ARG,2004,,,93 +Argentina,ARG,2005,,,88 +Argentina,ARG,2006,,,91 +Argentina,ARG,2007,,,84 +Argentina,ARG,2008,,,88 +Argentina,ARG,2009,,,96 +Argentina,ARG,2010,,,94 +Argentina,ARG,2011,,,91 +Argentina,ARG,2012,,,89 +Argentina,ARG,2013,,,83 +Argentina,ARG,2014,,,96 +Argentina,ARG,2015,South America,,87 +Argentina,ARG,2016,,,88 +Argentina,ARG,2017,,,89 +Argentina,ARG,2018,,4.845372479,99 +Argentina,ARG,2019,,,89 +Armenia,ARM,2000,,,94 +Armenia,ARM,2001,,,96 +Armenia,ARM,2002,,,95 +Armenia,ARM,2003,,,93 +Armenia,ARM,2004,,,94 +Armenia,ARM,2005,,,92 +Armenia,ARM,2006,,,85 +Armenia,ARM,2007,,,93 +Armenia,ARM,2008,,,94 +Armenia,ARM,2009,,,96 +Armenia,ARM,2010,,,97 +Armenia,ARM,2011,,,98 +Armenia,ARM,2012,,,97 +Armenia,ARM,2013,,,97 +Armenia,ARM,2014,,,97 +Armenia,ARM,2015,Asia,,97 +Armenia,ARM,2016,,,97 +Armenia,ARM,2017,,,97 +Armenia,ARM,2018,,20.57026165,96 +Armenia,ARM,2019,,,96 +Aruba,ABW,2015,North America,, +Australia,AUS,2004,,,85 +Australia,AUS,2005,,,85 +Australia,AUS,2006,,,87 +Australia,AUS,2007,,,89 +Australia,AUS,2008,,,80 +Australia,AUS,2009,,,82 +Australia,AUS,2010,,,88 +Australia,AUS,2011,,,90 +Australia,AUS,2012,,,91 +Australia,AUS,2013,,,92 +Australia,AUS,2014,,,93 +Australia,AUS,2015,Oceania,,93 +Australia,AUS,2016,,,94 +Australia,AUS,2017,,,93 +Australia,AUS,2018,,6.906214946,93 +Australia,AUS,2019,,,94 +Australia/New Zealand,,2018,,7, +Austria,AUT,2000,,,35 +Austria,AUT,2001,,,34 +Austria,AUT,2002,,,39 +Austria,AUT,2003,,,46 +Austria,AUT,2004,,,47 +Austria,AUT,2005,,,54 +Austria,AUT,2006,,,61 +Austria,AUT,2007,,,56 +Austria,AUT,2008,,,62 +Austria,AUT,2009,,,64 +Austria,AUT,2010,,,69 +Austria,AUT,2011,,,73 +Austria,AUT,2012,,,78 +Austria,AUT,2013,,,82 +Austria,AUT,2014,,,87 +Austria,AUT,2015,Europe,,88 +Austria,AUT,2016,,,89 +Austria,AUT,2017,,,84 +Austria,AUT,2018,,21.05363097,84 +Austria,AUT,2019,,,84 +Austria-Hungary,OWID_AUH,2015,Europe,, +Azerbaijan,AZE,2001,,,65 +Azerbaijan,AZE,2002,,,67 +Azerbaijan,AZE,2003,,,66 +Azerbaijan,AZE,2004,,,67 +Azerbaijan,AZE,2005,,,67 +Azerbaijan,AZE,2006,,,68 +Azerbaijan,AZE,2007,,,75 +Azerbaijan,AZE,2008,,,79 +Azerbaijan,AZE,2009,,,83 +Azerbaijan,AZE,2010,,,89 +Azerbaijan,AZE,2011,,,92 +Azerbaijan,AZE,2012,,,95 +Azerbaijan,AZE,2013,,,98 +Azerbaijan,AZE,2014,,,98 +Azerbaijan,AZE,2015,Asia,,98 +Azerbaijan,AZE,2016,,,98 +Azerbaijan,AZE,2017,,,97 +Azerbaijan,AZE,2018,,11.22187567,96 +Azerbaijan,AZE,2019,,,97 +Baden,OWID_BAD,2015,Europe,, +Bahamas,BHS,2004,,,95 +Bahamas,BHS,2005,,,88 +Bahamas,BHS,2006,,,88 +Bahamas,BHS,2007,,,84 +Bahamas,BHS,2008,,,80 +Bahamas,BHS,2009,,,76 +Bahamas,BHS,2010,,,78 +Bahamas,BHS,2011,,,79 +Bahamas,BHS,2012,,,73 +Bahamas,BHS,2013,,,69 +Bahamas,BHS,2014,,,72 +Bahamas,BHS,2015,North America,,76 +Bahamas,BHS,2016,,,74 +Bahamas,BHS,2017,,,76 +Bahamas,BHS,2018,,,69 +Bahamas,BHS,2019,,,82 +Bahrain,BHR,2000,,,92 +Bahrain,BHR,2001,,,99 +Bahrain,BHR,2002,,,97 +Bahrain,BHR,2003,,,99 +Bahrain,BHR,2004,,,99 +Bahrain,BHR,2005,,,99 +Bahrain,BHR,2006,,,99 +Bahrain,BHR,2007,,,99 +Bahrain,BHR,2008,,,97 +Bahrain,BHR,2009,,,99 +Bahrain,BHR,2010,,,98 +Bahrain,BHR,2011,,,98 +Bahrain,BHR,2012,,,99 +Bahrain,BHR,2013,,,99 +Bahrain,BHR,2014,,,99 +Bahrain,BHR,2015,Asia,,99 +Bahrain,BHR,2016,,,99 +Bahrain,BHR,2017,,,99 +Bahrain,BHR,2018,,,99 +Bahrain,BHR,2019,,,99 +Bangladesh,BGD,2012,,,41 +Bangladesh,BGD,2013,,,82 +Bangladesh,BGD,2014,,,89 +Bangladesh,BGD,2015,Asia,,90 +Bangladesh,BGD,2016,,,92 +Bangladesh,BGD,2017,,,93 +Bangladesh,BGD,2018,,0.908196083,93 +Bangladesh,BGD,2019,,,95 +Barbados,BRB,2001,,,12 +Barbados,BRB,2002,,,41 +Barbados,BRB,2003,,,71 +Barbados,BRB,2004,,,99 +Barbados,BRB,2005,,,98 +Barbados,BRB,2006,,,94 +Barbados,BRB,2007,,,96 +Barbados,BRB,2008,,,97 +Barbados,BRB,2009,,,97 +Barbados,BRB,2010,,,96 +Barbados,BRB,2011,,,94 +Barbados,BRB,2012,,,90 +Barbados,BRB,2013,,,89 +Barbados,BRB,2014,,,91 +Barbados,BRB,2015,North America,,89 +Barbados,BRB,2016,,,87 +Barbados,BRB,2017,,,77 +Barbados,BRB,2018,,,74 +Barbados,BRB,2019,,,77 +Bavaria,OWID_BAV,2015,Europe,, +Belarus,BLR,2000,,,92 +Belarus,BLR,2001,,,97 +Belarus,BLR,2002,,,98 +Belarus,BLR,2003,,,98 +Belarus,BLR,2004,,,98 +Belarus,BLR,2005,,,98 +Belarus,BLR,2006,,,95 +Belarus,BLR,2007,,,99 +Belarus,BLR,2008,,,99 +Belarus,BLR,2009,,,99 +Belarus,BLR,2010,,,99 +Belarus,BLR,2011,,,99 +Belarus,BLR,2012,,,97 +Belarus,BLR,2013,,,99 +Belarus,BLR,2014,,,98 +Belarus,BLR,2015,Europe,,99 +Belarus,BLR,2016,,,98 +Belarus,BLR,2017,,,98 +Belarus,BLR,2018,,14.77494701,98 +Belarus,BLR,2019,,,98 +Belgium,BEL,2006,,,78 +Belgium,BEL,2007,,,78 +Belgium,BEL,2008,,,81 +Belgium,BEL,2009,,,83 +Belgium,BEL,2010,,,83 +Belgium,BEL,2011,,,83 +Belgium,BEL,2012,,,85 +Belgium,BEL,2013,,,85 +Belgium,BEL,2014,,,85 +Belgium,BEL,2015,Europe,,85 +Belgium,BEL,2016,,,85 +Belgium,BEL,2017,,,85 +Belgium,BEL,2018,,20.63709549,85 +Belgium,BEL,2019,,,85 +Belize,BLZ,2005,,,87 +Belize,BLZ,2006,,,92 +Belize,BLZ,2007,,,89 +Belize,BLZ,2008,,,90 +Belize,BLZ,2009,,,92 +Belize,BLZ,2010,,,91 +Belize,BLZ,2011,,,98 +Belize,BLZ,2012,,,93 +Belize,BLZ,2013,,,92 +Belize,BLZ,2014,,,92 +Belize,BLZ,2015,North America,,95 +Belize,BLZ,2016,,,96 +Belize,BLZ,2017,,,88 +Belize,BLZ,2018,,,91 +Belize,BLZ,2019,,,95 +Benin,BEN,2015,Africa,, +Benin,BEN,2018,,14.01966423, +Bermuda,BMU,2015,North America,, +Bhutan,BTN,2008,,,72 +Bhutan,BTN,2009,,,79 +Bhutan,BTN,2010,,,85 +Bhutan,BTN,2011,,,95 +Bhutan,BTN,2012,,,90 +Bhutan,BTN,2013,,,89 +Bhutan,BTN,2014,,,92 +Bhutan,BTN,2015,Asia,,94 +Bhutan,BTN,2016,,,90 +Bhutan,BTN,2017,,,99 +Bhutan,BTN,2018,,,91 +Bhutan,BTN,2019,,,92 +Bolivia,BOL,2015,South America,, +Bolivia,BOL,2018,,13.10435207, +Bolivia (Plurinational State of),,2018,,,38 +Bolivia (Plurinational State of),,2019,,,44 +Bonaire Sint Eustatius and Saba,BES,2015,North America,, +Bosnia and Herzegovina,BIH,2000,,,74 +Bosnia and Herzegovina,BIH,2001,,,86 +Bosnia and Herzegovina,BIH,2002,,,90 +Bosnia and Herzegovina,BIH,2003,,,85 +Bosnia and Herzegovina,BIH,2004,,,88 +Bosnia and Herzegovina,BIH,2005,,,90 +Bosnia and Herzegovina,BIH,2006,,,93 +Bosnia and Herzegovina,BIH,2007,,,95 +Bosnia and Herzegovina,BIH,2008,,,92 +Bosnia and Herzegovina,BIH,2009,,,88 +Bosnia and Herzegovina,BIH,2010,,,91 +Bosnia and Herzegovina,BIH,2011,,,88 +Bosnia and Herzegovina,BIH,2012,,,94 +Bosnia and Herzegovina,BIH,2013,,,93 +Bosnia and Herzegovina,BIH,2014,,,92 +Bosnia and Herzegovina,BIH,2015,Europe,,88 +Bosnia and Herzegovina,BIH,2016,,,78 +Bosnia and Herzegovina,BIH,2017,,,80 +Bosnia and Herzegovina,BIH,2018,,8.300703246,76 +Bosnia and Herzegovina,BIH,2019,,,76 +Botswana,BWA,2013,,,83 +Botswana,BWA,2014,,,85 +Botswana,BWA,2015,Africa,,80 +Botswana,BWA,2016,,,74 +Botswana,BWA,2017,,,74 +Botswana,BWA,2018,,9.001017043,74 +Botswana,BWA,2019,,,76 +Bouvet Island,BVT,2015,Antarctica,, +Brazil,BRA,2000,,,95 +Brazil,BRA,2001,,,95 +Brazil,BRA,2002,,,80 +Brazil,BRA,2003,,,74 +Brazil,BRA,2004,,,68 +Brazil,BRA,2005,,,61 +Brazil,BRA,2006,,,55 +Brazil,BRA,2007,,,49 +Brazil,BRA,2008,,,56 +Brazil,BRA,2009,,,55 +Brazil,BRA,2010,,,53 +Brazil,BRA,2011,,,71 +Brazil,BRA,2012,,,70 +Brazil,BRA,2013,,,69 +Brazil,BRA,2014,,,89 +Brazil,BRA,2015,South America,,80 +Brazil,BRA,2016,,,77 +Brazil,BRA,2017,,,76 +Brazil,BRA,2018,,9.042356185,76 +Brazil,BRA,2019,,,54 +British Indian Ocean Territory,IOT,2015,Asia,, +British Virgin Islands,VGB,2015,North America,, +Brunei,BRN,2000,,,95 +Brunei,BRN,2001,,,95 +Brunei,BRN,2002,,,96 +Brunei,BRN,2003,,,96 +Brunei,BRN,2004,,,97 +Brunei,BRN,2005,,,95 +Brunei,BRN,2006,,,94 +Brunei,BRN,2007,,,92 +Brunei,BRN,2008,,,90 +Brunei,BRN,2009,,,99 +Brunei,BRN,2010,,,93 +Brunei,BRN,2011,,,93 +Brunei,BRN,2012,,,96 +Brunei,BRN,2013,,,92 +Brunei,BRN,2014,,,96 +Brunei,BRN,2015,Asia,,97 +Brunei,BRN,2016,,,97 +Brunei,BRN,2017,,,98 +Brunei,BRN,2018,,,98 +Brunei,BRN,2019,,,98 +Bulgaria,BGR,2000,,,83 +Bulgaria,BGR,2001,,,85 +Bulgaria,BGR,2002,,,79 +Bulgaria,BGR,2003,,,89 +Bulgaria,BGR,2004,,,91 +Bulgaria,BGR,2005,,,92 +Bulgaria,BGR,2006,,,93 +Bulgaria,BGR,2007,,,94 +Bulgaria,BGR,2008,,,94 +Bulgaria,BGR,2009,,,93 +Bulgaria,BGR,2010,,,96 +Bulgaria,BGR,2011,,,94 +Bulgaria,BGR,2012,,,94 +Bulgaria,BGR,2013,,,94 +Bulgaria,BGR,2014,,,89 +Bulgaria,BGR,2015,Europe,,87 +Bulgaria,BGR,2016,,,88 +Bulgaria,BGR,2017,,,92 +Bulgaria,BGR,2018,,15.61304414,87 +Bulgaria,BGR,2019,,,87 +Burkina Faso,BFA,2014,,,17 +Burkina Faso,BFA,2015,Africa,,50 +Burkina Faso,BFA,2016,,,59 +Burkina Faso,BFA,2017,,,65 +Burkina Faso,BFA,2018,,20.75256443,71 +Burkina Faso,BFA,2019,,,71 +Burundi,BDI,2013,,,51 +Burundi,BDI,2014,,,60 +Burundi,BDI,2015,Africa,,65 +Burundi,BDI,2016,,,72 +Burundi,BDI,2017,,,75 +Burundi,BDI,2018,,6.529531228,77 +Burundi,BDI,2019,,,80 +Cambodia,KHM,2012,,,41 +Cambodia,KHM,2013,,,52 +Cambodia,KHM,2014,,,62 +Cambodia,KHM,2015,Asia,,61 +Cambodia,KHM,2016,,,67 +Cambodia,KHM,2017,,,72 +Cambodia,KHM,2018,,7.541631375,70 +Cambodia,KHM,2019,,,82 +Cameroon,CMR,2015,Africa,, +Cameroon,CMR,2018,,13.10581138, +Canada,CAN,2012,,,83 +Canada,CAN,2013,,,86 +Canada,CAN,2014,,,86 +Canada,CAN,2015,North America,,86 +Canada,CAN,2016,,,86 +Canada,CAN,2017,,,87 +Canada,CAN,2018,,8.322632874,87 +Canada,CAN,2019,,,87 +Cape Verde,CPV,2011,,,99 +Cape Verde,CPV,2012,,,94 +Cape Verde,CPV,2013,,,89 +Cape Verde,CPV,2014,,,79 +Cape Verde,CPV,2015,Africa,,95 +Cape Verde,CPV,2016,,,92 +Cape Verde,CPV,2017,,,85 +Cape Verde,CPV,2018,,,88 +Cape Verde,CPV,2019,,,91 +Cayman Islands,CYM,2015,North America,, +Central Africa,,2018,,14, +Central African Republic,CAF,2015,Africa,, +Central America and Mexico,,2018,,7, +Central Asia,,2018,,7, +Chad,TCD,2015,Africa,, +Chad,TCD,2018,,10.0500689, +Channel Islands,OWID_CIS,2015,Europe,, +Chile,CHL,2004,,,96 +Chile,CHL,2005,,,96 +Chile,CHL,2006,,,95 +Chile,CHL,2007,,,95 +Chile,CHL,2008,,,89 +Chile,CHL,2009,,,89 +Chile,CHL,2010,,,84 +Chile,CHL,2011,,,77 +Chile,CHL,2012,,,74 +Chile,CHL,2013,,,78 +Chile,CHL,2014,,,88 +Chile,CHL,2015,South America,,89 +Chile,CHL,2016,,,87 +Chile,CHL,2017,,,90 +Chile,CHL,2018,,11.37743281,93 +Chile,CHL,2019,,,91 +China,CHN,2005,,,84 +China,CHN,2006,,,94 +China,CHN,2007,,,92 +China,CHN,2008,,,95 +China,CHN,2009,,,98 +China,CHN,2010,,,99 +China,CHN,2011,,,99 +China,CHN,2012,,,99 +China,CHN,2013,,,99 +China,CHN,2014,,,99 +China,CHN,2015,Asia,,99 +China,CHN,2016,,,99 +China,CHN,2017,,,99 +China,CHN,2018,,8.290823545,99 +China,CHN,2019,,,98 +Christmas Island,CXR,2015,Asia,, +Cocos Islands,CCK,2015,Asia,, +Colombia,COL,2000,,,84 +Colombia,COL,2001,,,83 +Colombia,COL,2002,,,93 +Colombia,COL,2003,,,70 +Colombia,COL,2004,,,70 +Colombia,COL,2005,,,73 +Colombia,COL,2006,,,85 +Colombia,COL,2007,,,93 +Colombia,COL,2008,,,70 +Colombia,COL,2009,,,71 +Colombia,COL,2010,,,74 +Colombia,COL,2011,,,76 +Colombia,COL,2012,,,80 +Colombia,COL,2013,,,72 +Colombia,COL,2014,,,88 +Colombia,COL,2015,South America,,86 +Colombia,COL,2016,,,87 +Colombia,COL,2017,,,89 +Colombia,COL,2018,,10.70378513,88 +Colombia,COL,2019,,,88 +Comoros,COM,2015,Africa,, +Comoros,COM,2018,,7.505970773, +Congo,COG,2015,Africa,, +Congo,COG,2018,,17.50763411, +Congo,COG,2019,,,9 +Cook Islands,COK,2000,,,70 +Cook Islands,COK,2001,,,50 +Cook Islands,COK,2002,,,61 +Cook Islands,COK,2003,,,88 +Cook Islands,COK,2004,,,86 +Cook Islands,COK,2005,,,97 +Cook Islands,COK,2006,,,99 +Cook Islands,COK,2007,,,98 +Cook Islands,COK,2008,,,95 +Cook Islands,COK,2009,,,61 +Cook Islands,COK,2010,,,98 +Cook Islands,COK,2011,,,96 +Cook Islands,COK,2012,,,98 +Cook Islands,COK,2013,,,95 +Cook Islands,COK,2014,,,98 +Cook Islands,COK,2015,Oceania,,95 +Cook Islands,COK,2016,,,90 +Cook Islands,COK,2017,,,95 +Cook Islands,COK,2018,,,99 +Cook Islands,COK,2019,,,98 +Costa Rica,CRI,2008,,,89 +Costa Rica,CRI,2009,,,84 +Costa Rica,CRI,2010,,,79 +Costa Rica,CRI,2011,,,80 +Costa Rica,CRI,2012,,,95 +Costa Rica,CRI,2013,,,92 +Costa Rica,CRI,2014,,,90 +Costa Rica,CRI,2015,North America,,90 +Costa Rica,CRI,2016,,,87 +Costa Rica,CRI,2017,,,93 +Costa Rica,CRI,2018,,5.810229365,93 +Costa Rica,CRI,2019,,,93 +Cote d'Ivoire,CIV,2015,Africa,, +Cote d'Ivoire,CIV,2018,,16.35067072, +Croatia,HRV,2001,,,98 +Croatia,HRV,2002,,,98 +Croatia,HRV,2003,,,98 +Croatia,HRV,2004,,,98 +Croatia,HRV,2005,,,98 +Croatia,HRV,2006,,,98 +Croatia,HRV,2007,,,98 +Croatia,HRV,2008,,,98 +Croatia,HRV,2009,,,98 +Croatia,HRV,2010,,,98 +Croatia,HRV,2011,,,98 +Croatia,HRV,2012,,,97 +Croatia,HRV,2013,,,97 +Croatia,HRV,2014,,,97 +Croatia,HRV,2015,Europe,,96 +Croatia,HRV,2016,,,96 +Croatia,HRV,2017,,,95 +Croatia,HRV,2018,,6.794648185,95 +Croatia,HRV,2019,,,95 +Cuba,CUB,2005,,,53 +Cuba,CUB,2006,,,97 +Cuba,CUB,2007,,,99 +Cuba,CUB,2008,,,98 +Cuba,CUB,2009,,,95 +Cuba,CUB,2010,,,98 +Cuba,CUB,2011,,,95 +Cuba,CUB,2012,,,96 +Cuba,CUB,2013,,,97 +Cuba,CUB,2014,,,98 +Cuba,CUB,2015,North America,,99 +Cuba,CUB,2016,,,99 +Cuba,CUB,2017,,,99 +Cuba,CUB,2018,,,99 +Cuba,CUB,2019,,,99 +Curacao,CUW,2015,North America,, +Cyprus,CYP,2007,,,93 +Cyprus,CYP,2008,,,89 +Cyprus,CYP,2009,,,88 +Cyprus,CYP,2010,,,88 +Cyprus,CYP,2011,,,88 +Cyprus,CYP,2012,,,88 +Cyprus,CYP,2013,,,88 +Cyprus,CYP,2014,,,88 +Cyprus,CYP,2015,Europe,,88 +Cyprus,CYP,2016,,,88 +Cyprus,CYP,2017,,,88 +Cyprus,CYP,2018,,9.859631777,88 +Cyprus,CYP,2019,,,88 +Czech Republic,CZE,2000,,,98 +Czech Republic,CZE,2001,,,98 +Czech Republic,CZE,2002,,,98 +Czech Republic,CZE,2003,,,98 +Czech Republic,CZE,2004,,,98 +Czech Republic,CZE,2005,,,98 +Czech Republic,CZE,2006,,,98 +Czech Republic,CZE,2007,,,98 +Czech Republic,CZE,2008,,,98 +Czech Republic,CZE,2009,,,98 +Czech Republic,CZE,2010,,,98 +Czech Republic,CZE,2011,,,98 +Czech Republic,CZE,2012,,,99 +Czech Republic,CZE,2013,,,99 +Czech Republic,CZE,2014,,,96 +Czech Republic,CZE,2015,Europe,,99 +Czech Republic,CZE,2016,,,93 +Czech Republic,CZE,2017,,,90 +Czech Republic,CZE,2018,,6.603516208,84 +Czech Republic,CZE,2019,,,84 +Czechoslovakia,OWID_CZS,2015,Europe,, +Democratic Republic of Congo,COD,2015,Africa,, +Denmark,DNK,2001,,,87 +Denmark,DNK,2002,,,92 +Denmark,DNK,2003,,,88 +Denmark,DNK,2004,,,88 +Denmark,DNK,2005,,,91 +Denmark,DNK,2006,,,91 +Denmark,DNK,2007,,,88 +Denmark,DNK,2008,,,87 +Denmark,DNK,2009,,,85 +Denmark,DNK,2010,,,85 +Denmark,DNK,2011,,,86 +Denmark,DNK,2012,,,87 +Denmark,DNK,2013,,,86 +Denmark,DNK,2014,,,84 +Denmark,DNK,2015,Europe,,80 +Denmark,DNK,2016,,,85 +Denmark,DNK,2017,,,88 +Denmark,DNK,2018,,8.979714929,90 +Denmark,DNK,2019,,,90 +Djibouti,DJI,2012,,,82 +Djibouti,DJI,2013,,,82 +Djibouti,DJI,2014,,,82 +Djibouti,DJI,2015,Africa,,82 +Djibouti,DJI,2016,,,81 +Djibouti,DJI,2017,,,81 +Djibouti,DJI,2018,,,81 +Djibouti,DJI,2019,,,81 +Dominica,DMA,2001,,,62 +Dominica,DMA,2002,,,99 +Dominica,DMA,2003,,,99 +Dominica,DMA,2004,,,99 +Dominica,DMA,2005,,,99 +Dominica,DMA,2006,,,99 +Dominica,DMA,2007,,,95 +Dominica,DMA,2008,,,95 +Dominica,DMA,2009,,,95 +Dominica,DMA,2010,,,95 +Dominica,DMA,2011,,,94 +Dominica,DMA,2012,,,94 +Dominica,DMA,2013,,,91 +Dominica,DMA,2014,,,89 +Dominica,DMA,2015,North America,,94 +Dominica,DMA,2016,,,92 +Dominica,DMA,2017,,,81 +Dominica,DMA,2018,,,81 +Dominica,DMA,2019,,,92 +Dominican Republic,DOM,2015,North America,, +Dominican Republic,DOM,2018,,4.905058752,31 +Dominican Republic,DOM,2019,,,60 +East Asia,,2018,,8, +East Germany,OWID_GDR,2015,Europe,, +Eastern Africa,,2018,,5, +Eastern Europe,,2018,,17, +Eastern Mediterranean,,2000,,,28 +Eastern Mediterranean,,2001,,,35 +Eastern Mediterranean,,2002,,,35 +Eastern Mediterranean,,2003,,,34 +Eastern Mediterranean,,2004,,,38 +Eastern Mediterranean,,2005,,,40 +Eastern Mediterranean,,2006,,,41 +Eastern Mediterranean,,2007,,,41 +Eastern Mediterranean,,2008,,,40 +Eastern Mediterranean,,2009,,,50 +Eastern Mediterranean,,2010,,,52 +Eastern Mediterranean,,2011,,,54 +Eastern Mediterranean,,2012,,,56 +Eastern Mediterranean,,2013,,,59 +Eastern Mediterranean,,2014,,,64 +Eastern Mediterranean,,2015,,,68 +Eastern Mediterranean,,2016,,,74 +Eastern Mediterranean,,2017,,,75 +Eastern Mediterranean,,2018,,,74 +Eastern Mediterranean,,2019,,,75 +Ecuador,ECU,2009,,,99 +Ecuador,ECU,2010,,,91 +Ecuador,ECU,2011,,,92 +Ecuador,ECU,2012,,,81 +Ecuador,ECU,2013,,,70 +Ecuador,ECU,2014,,,59 +Ecuador,ECU,2015,South America,,76 +Ecuador,ECU,2016,,,64 +Ecuador,ECU,2017,,,73 +Ecuador,ECU,2018,,5.392728845,74 +Ecuador,ECU,2019,,,76 +Egypt,EGY,2000,,,97 +Egypt,EGY,2001,,,99 +Egypt,EGY,2002,,,96 +Egypt,EGY,2003,,,97 +Egypt,EGY,2004,,,96 +Egypt,EGY,2005,,,97 +Egypt,EGY,2006,,,97 +Egypt,EGY,2007,,,97 +Egypt,EGY,2008,,,96 +Egypt,EGY,2009,,,96 +Egypt,EGY,2010,,,97 +Egypt,EGY,2011,,,97 +Egypt,EGY,2012,,,92 +Egypt,EGY,2013,,,96 +Egypt,EGY,2014,,,93 +Egypt,EGY,2015,Africa,,92 +Egypt,EGY,2016,,,96 +Egypt,EGY,2017,,,94 +Egypt,EGY,2018,,0.588238907,94 +Egypt,EGY,2019,,,94 +El Salvador,SLV,2003,,,77 +El Salvador,SLV,2004,,,80 +El Salvador,SLV,2005,,,85 +El Salvador,SLV,2006,,,89 +El Salvador,SLV,2007,,,86 +El Salvador,SLV,2008,,,79 +El Salvador,SLV,2009,,,82 +El Salvador,SLV,2010,,,78 +El Salvador,SLV,2011,,,81 +El Salvador,SLV,2012,,,95 +El Salvador,SLV,2013,,,85 +El Salvador,SLV,2014,,,85 +El Salvador,SLV,2015,North America,,88 +El Salvador,SLV,2016,,,87 +El Salvador,SLV,2017,,,86 +El Salvador,SLV,2018,,11.38611622,85 +El Salvador,SLV,2019,,,87 +Equatorial Guinea,GNQ,2015,Africa,, +Eritrea,ERI,2015,Africa,,88 +Eritrea,ERI,2016,,,88 +Eritrea,ERI,2017,,,88 +Eritrea,ERI,2018,,,88 +Eritrea,ERI,2019,,,88 +Eritrea and Ethiopia,OWID_ERE,2015,Africa,, +Estonia,EST,2000,,,89 +Estonia,EST,2001,,,84 +Estonia,EST,2002,,,94 +Estonia,EST,2003,,,96 +Estonia,EST,2004,,,97 +Estonia,EST,2005,,,98 +Estonia,EST,2006,,,98 +Estonia,EST,2007,,,96 +Estonia,EST,2008,,,97 +Estonia,EST,2009,,,96 +Estonia,EST,2010,,,95 +Estonia,EST,2011,,,95 +Estonia,EST,2012,,,94 +Estonia,EST,2013,,,92 +Estonia,EST,2014,,,93 +Estonia,EST,2015,Europe,,92 +Estonia,EST,2016,,,92 +Estonia,EST,2017,,,91 +Estonia,EST,2018,,13.48992364,88 +Estonia,EST,2019,,,90 +Ethiopia,ETH,2015,Africa,, +Ethiopia,ETH,2018,,2.54309192, +Ethiopia,ETH,2019,,,41 +Europe,,2000,,,48 +Europe,,2001,,,62 +Europe,,2002,,,70 +Europe,,2003,,,73 +Europe,,2004,,,77 +Europe,,2005,,,76 +Europe,,2006,,,75 +Europe,,2007,,,76 +Europe,,2008,,,75 +Europe,,2009,,,73 +Europe,,2010,,,80 +Europe,,2011,,,82 +Europe,,2012,,,83 +Europe,,2013,,,89 +Europe,,2014,,,89 +Europe,,2015,,,89 +Europe,,2016,,,88 +Europe,,2017,,,90 +Europe,,2018,,,91 +Europe,,2019,,,91 +Faeroe Islands,FRO,2015,Europe,, +Falkland Islands,FLK,2015,South America,, +Fiji,FJI,2005,,,74 +Fiji,FJI,2006,,,94 +Fiji,FJI,2007,,,94 +Fiji,FJI,2008,,,94 +Fiji,FJI,2009,,,94 +Fiji,FJI,2010,,,94 +Fiji,FJI,2011,,,94 +Fiji,FJI,2012,,,94 +Fiji,FJI,2013,,,94 +Fiji,FJI,2014,,,94 +Fiji,FJI,2015,Oceania,,94 +Fiji,FJI,2016,,,94 +Fiji,FJI,2017,,,94 +Fiji,FJI,2018,,,94 +Fiji,FJI,2019,,,94 +Finland,FIN,2015,Europe,, +Finland,FIN,2016,,,85 +Finland,FIN,2017,,,92 +Finland,FIN,2018,,7.991680632,93 +Finland,FIN,2019,,,93 +France,FRA,2010,,,61 +France,FRA,2011,,,67 +France,FRA,2012,,,72 +France,FRA,2013,,,75 +France,FRA,2014,,,77 +France,FRA,2015,Europe,,79 +France,FRA,2016,,,80 +France,FRA,2017,,,80 +France,FRA,2018,,33.29384552,83 +France,FRA,2019,,,83 +French Guiana,GUF,2015,South America,, +French Polynesia,PYF,2015,Oceania,, +French Southern Territories,ATF,2015,Antarctica,, +Gabon,GAB,2015,Africa,, +Gabon,GAB,2018,,25.85800036, +Gambia,GMB,2012,,,56 +Gambia,GMB,2013,,,53 +Gambia,GMB,2014,,,73 +Gambia,GMB,2015,Africa,,81 +Gambia,GMB,2016,,,79 +Gambia,GMB,2017,,,68 +Gambia,GMB,2018,,4.782896295,71 +Gambia,GMB,2019,,,61 +Gavi countries,,2000,,,2 +Gavi countries,,2001,,,2 +Gavi countries,,2002,,,3 +Gavi countries,,2003,,,4 +Gavi countries,,2004,,,4 +Gavi countries,,2005,,,4 +Gavi countries,,2006,,,6 +Gavi countries,,2007,,,7 +Gavi countries,,2008,,,10 +Gavi countries,,2009,,,12 +Gavi countries,,2010,,,13 +Gavi countries,,2011,,,23 +Gavi countries,,2012,,,27 +Gavi countries,,2013,,,36 +Gavi countries,,2014,,,38 +Gavi countries,,2015,,,44 +Gavi countries,,2016,,,50 +Gavi countries,,2017,,,53 +Gavi countries,,2018,,,55 +Gavi countries,,2019,,,60 +Georgia,GEO,2001,,,8 +Georgia,GEO,2002,,,40 +Georgia,GEO,2003,,,57 +Georgia,GEO,2004,,,75 +Georgia,GEO,2005,,,87 +Georgia,GEO,2006,,,88 +Georgia,GEO,2007,,,92 +Georgia,GEO,2008,,,87 +Georgia,GEO,2009,,,71 +Georgia,GEO,2010,,,84 +Georgia,GEO,2011,,,77 +Georgia,GEO,2012,,,79 +Georgia,GEO,2013,,,89 +Georgia,GEO,2014,,,87 +Georgia,GEO,2015,Asia,,91 +Georgia,GEO,2016,,,85 +Georgia,GEO,2017,,,90 +Georgia,GEO,2018,,9.573974821,96 +Georgia,GEO,2019,,,97 +Germany,DEU,2002,,,77 +Germany,DEU,2003,,,83 +Germany,DEU,2004,,,89 +Germany,DEU,2005,,,91 +Germany,DEU,2006,,,90 +Germany,DEU,2007,,,92 +Germany,DEU,2008,,,92 +Germany,DEU,2009,,,93 +Germany,DEU,2010,,,93 +Germany,DEU,2011,,,93 +Germany,DEU,2012,,,93 +Germany,DEU,2013,,,93 +Germany,DEU,2014,,,93 +Germany,DEU,2015,Europe,,93 +Germany,DEU,2016,,,93 +Germany,DEU,2017,,,93 +Germany,DEU,2018,,12.87886921,93 +Germany,DEU,2019,,,93 +Ghana,GHA,2012,,,52 +Ghana,GHA,2013,,,54 +Ghana,GHA,2014,,,67 +Ghana,GHA,2015,Africa,,63 +Ghana,GHA,2016,,,75 +Ghana,GHA,2017,,,83 +Ghana,GHA,2018,,3.492985667,83 +Ghana,GHA,2019,,,83 +Gibraltar,GIB,2015,Europe,, +Greece,GRC,2007,,,77 +Greece,GRC,2008,,,77 +Greece,GRC,2009,,,77 +Greece,GRC,2010,,,77 +Greece,GRC,2011,,,77 +Greece,GRC,2012,,,83 +Greece,GRC,2013,,,83 +Greece,GRC,2014,,,83 +Greece,GRC,2015,Europe,,83 +Greece,GRC,2016,,,83 +Greece,GRC,2017,,,83 +Greece,GRC,2018,,3.587050176,83 +Greece,GRC,2019,,,83 +Greenland,GRL,2015,North America,, +Grenada,GRD,2002,,,74 +Grenada,GRD,2003,,,68 +Grenada,GRD,2004,,,61 +Grenada,GRD,2005,,,81 +Grenada,GRD,2006,,,87 +Grenada,GRD,2007,,,86 +Grenada,GRD,2008,,,86 +Grenada,GRD,2009,,,78 +Grenada,GRD,2010,,,86 +Grenada,GRD,2011,,,85 +Grenada,GRD,2012,,,75 +Grenada,GRD,2013,,,85 +Grenada,GRD,2014,,,92 +Grenada,GRD,2015,North America,,89 +Grenada,GRD,2016,,,85 +Grenada,GRD,2017,,,79 +Grenada,GRD,2018,,,74 +Grenada,GRD,2019,,,82 +Guadeloupe,GLP,2015,North America,, +Guam,GUM,2015,Oceania,, +Guatemala,GTM,2015,North America,, +Guatemala,GTM,2016,,,65 +Guatemala,GTM,2017,,,81 +Guatemala,GTM,2018,,7.285190797,76 +Guatemala,GTM,2019,,,78 +Guernsey,GGY,2015,Europe,, +Guinea,GIN,2015,Africa,, +Guinea,GIN,2018,,14.05135618, +Guinea-Bissau,GNB,2015,Africa,, +Guyana,GUY,2001,,,88 +Guyana,GUY,2002,,,80 +Guyana,GUY,2003,,,71 +Guyana,GUY,2004,,,63 +Guyana,GUY,2005,,,72 +Guyana,GUY,2006,,,74 +Guyana,GUY,2007,,,90 +Guyana,GUY,2008,,,84 +Guyana,GUY,2009,,,84 +Guyana,GUY,2010,,,82 +Guyana,GUY,2011,,,84 +Guyana,GUY,2012,,,90 +Guyana,GUY,2013,,,95 +Guyana,GUY,2014,,,91 +Guyana,GUY,2015,South America,,95 +Guyana,GUY,2016,,,94 +Guyana,GUY,2017,,,93 +Guyana,GUY,2018,,,84 +Guyana,GUY,2019,,,92 +Haiti,HTI,2015,North America,, +Haiti,HTI,2016,,,26 +Haiti,HTI,2017,,,25 +Haiti,HTI,2018,,20.39307286,38 +Haiti,HTI,2019,,,41 +Hanover,OWID_HAN,2015,Europe,, +Heard Island and McDonald Islands,HMD,2015,Antarctica,, +Hesse Electoral,OWID_HSE,2015,Europe,, +Hesse Grand Ducal,OWID_HSG,2015,Europe,, +High income,,2000,,,43 +High income,,2001,,,51 +High income,,2002,,,59 +High income,,2003,,,59 +High income,,2004,,,66 +High income,,2005,,,66 +High income,,2006,,,67 +High income,,2007,,,68 +High income,,2008,,,75 +High income,,2009,,,76 +High income,,2010,,,81 +High income,,2011,,,81 +High income,,2012,,,85 +High income,,2013,,,89 +High income,,2014,,,90 +High income,,2015,,,90 +High income,,2016,,,91 +High income,,2017,,,91 +High income,,2018,,,92 +High income,,2019,,,92 +Honduras,HND,2015,North America,, +Honduras,HND,2018,,5.889666745,94 +Honduras,HND,2019,,,85 +Hong Kong,HKG,2015,Asia,, +Hungary,HUN,2000,,,99 +Hungary,HUN,2001,,,99 +Hungary,HUN,2002,,,99 +Hungary,HUN,2003,,,99 +Hungary,HUN,2004,,,99 +Hungary,HUN,2005,,,99 +Hungary,HUN,2006,,,99 +Hungary,HUN,2007,,,99 +Hungary,HUN,2008,,,99 +Hungary,HUN,2009,,,99 +Hungary,HUN,2010,,,99 +Hungary,HUN,2011,,,99 +Hungary,HUN,2012,,,99 +Hungary,HUN,2013,,,99 +Hungary,HUN,2014,,,99 +Hungary,HUN,2015,Europe,,99 +Hungary,HUN,2016,,,99 +Hungary,HUN,2017,,,99 +Hungary,HUN,2018,,2.632851949,99 +Hungary,HUN,2019,,,99 +Iceland,ISL,2003,,,92 +Iceland,ISL,2004,,,89 +Iceland,ISL,2005,,,90 +Iceland,ISL,2006,,,93 +Iceland,ISL,2007,,,95 +Iceland,ISL,2008,,,94 +Iceland,ISL,2009,,,93 +Iceland,ISL,2010,,,92 +Iceland,ISL,2011,,,90 +Iceland,ISL,2012,,,97 +Iceland,ISL,2013,,,94 +Iceland,ISL,2014,,,93 +Iceland,ISL,2015,Europe,,94 +Iceland,ISL,2016,,,95 +Iceland,ISL,2017,,,95 +Iceland,ISL,2018,,21.26700693,95 +Iceland,ISL,2019,,,95 +India,IND,2011,,,27 +India,IND,2012,,,36 +India,IND,2013,,,51 +India,IND,2014,,,60 +India,IND,2015,Asia,,69 +India,IND,2016,,,76 +India,IND,2017,,,80 +India,IND,2018,,1.995294987,82 +India,IND,2019,,,84 +Indonesia,IDN,2003,,,21 +Indonesia,IDN,2004,,,29 +Indonesia,IDN,2005,,,23 +Indonesia,IDN,2006,,,50 +Indonesia,IDN,2007,,,73 +Indonesia,IDN,2008,,,66 +Indonesia,IDN,2009,,,67 +Indonesia,IDN,2010,,,74 +Indonesia,IDN,2011,,,76 +Indonesia,IDN,2012,,,78 +Indonesia,IDN,2013,,,76 +Indonesia,IDN,2014,,,28 +Indonesia,IDN,2015,Asia,,31 +Indonesia,IDN,2016,,,55 +Indonesia,IDN,2017,,,63 +Indonesia,IDN,2018,,5.737725649,67 +Indonesia,IDN,2019,,,71 +Iran,IRN,2000,,,99 +Iran,IRN,2001,,,94 +Iran,IRN,2002,,,96 +Iran,IRN,2003,,,96 +Iran,IRN,2004,,,99 +Iran,IRN,2005,,,92 +Iran,IRN,2006,,,98 +Iran,IRN,2007,,,97 +Iran,IRN,2008,,,96 +Iran,IRN,2009,,,99 +Iran,IRN,2010,,,99 +Iran,IRN,2011,,,99 +Iran,IRN,2012,,,97 +Iran,IRN,2013,,,97 +Iran,IRN,2014,,,98 +Iran,IRN,2015,Asia,,98 +Iran,IRN,2016,,,98 +Iran,IRN,2017,,,98 +Iran,IRN,2018,,9.154814714,98 +Iran,IRN,2019,,,98 +Iraq,IRQ,2001,,,52 +Iraq,IRQ,2002,,,48 +Iraq,IRQ,2003,,,45 +Iraq,IRQ,2004,,,41 +Iraq,IRQ,2005,,,58 +Iraq,IRQ,2006,,,52 +Iraq,IRQ,2007,,,64 +Iraq,IRQ,2008,,,76 +Iraq,IRQ,2009,,,87 +Iraq,IRQ,2010,,,77 +Iraq,IRQ,2011,,,77 +Iraq,IRQ,2012,,,68 +Iraq,IRQ,2013,,,57 +Iraq,IRQ,2014,,,67 +Iraq,IRQ,2015,Asia,,76 +Iraq,IRQ,2016,,,78 +Iraq,IRQ,2017,,,88 +Iraq,IRQ,2018,,4.446227372,81 +Iraq,IRQ,2019,,,86 +Ireland,IRL,2015,Europe,, +Ireland,IRL,2018,,9.355552291, +Isle of Man,IMN,2015,Europe,, +Israel,ISR,2001,,,97 +Israel,ISR,2002,,,97 +Israel,ISR,2003,,,97 +Israel,ISR,2004,,,97 +Israel,ISR,2005,,,96 +Israel,ISR,2006,,,96 +Israel,ISR,2007,,,90 +Israel,ISR,2008,,,91 +Israel,ISR,2009,,,92 +Israel,ISR,2010,,,93 +Israel,ISR,2011,,,87 +Israel,ISR,2012,,,89 +Israel,ISR,2013,,,95 +Israel,ISR,2014,,,96 +Israel,ISR,2015,Asia,,97 +Israel,ISR,2016,,,97 +Israel,ISR,2017,,,96 +Israel,ISR,2018,,4.820923171,96 +Israel,ISR,2019,,,96 +Italy,ITA,2013,,,84 +Italy,ITA,2014,,,83 +Italy,ITA,2015,Europe,,83 +Italy,ITA,2016,,,82 +Italy,ITA,2017,,,86 +Italy,ITA,2018,,13.71469477,89 +Italy,ITA,2019,,,88 +Jamaica,JAM,2001,,,96 +Jamaica,JAM,2002,,,96 +Jamaica,JAM,2003,,,95 +Jamaica,JAM,2004,,,95 +Jamaica,JAM,2005,,,91 +Jamaica,JAM,2006,,,88 +Jamaica,JAM,2007,,,84 +Jamaica,JAM,2008,,,80 +Jamaica,JAM,2009,,,78 +Jamaica,JAM,2010,,,56 +Jamaica,JAM,2011,,,60 +Jamaica,JAM,2012,,,76 +Jamaica,JAM,2013,,,71 +Jamaica,JAM,2014,,,72 +Jamaica,JAM,2015,North America,,83 +Jamaica,JAM,2016,,,85 +Jamaica,JAM,2017,,,95 +Jamaica,JAM,2018,,,82 +Jamaica,JAM,2019,,,92 +Japan,JPN,2008,,,78 +Japan,JPN,2009,,,92 +Japan,JPN,2010,,,97 +Japan,JPN,2011,,,92 +Japan,JPN,2012,,,92 +Japan,JPN,2013,,,93 +Japan,JPN,2014,,,94 +Japan,JPN,2015,Asia,,93 +Japan,JPN,2016,,,93 +Japan,JPN,2017,,,95 +Japan,JPN,2018,,8.347281956,93 +Japan,JPN,2019,,,93 +Jersey,JEY,2015,Europe,, +Jordan,JOR,2000,,,83 +Jordan,JOR,2001,,,87 +Jordan,JOR,2002,,,90 +Jordan,JOR,2003,,,91 +Jordan,JOR,2004,,,98 +Jordan,JOR,2005,,,92 +Jordan,JOR,2006,,,88 +Jordan,JOR,2007,,,97 +Jordan,JOR,2008,,,90 +Jordan,JOR,2009,,,90 +Jordan,JOR,2010,,,95 +Jordan,JOR,2011,,,95 +Jordan,JOR,2012,,,96 +Jordan,JOR,2013,,,98 +Jordan,JOR,2014,,,98 +Jordan,JOR,2015,Asia,,96 +Jordan,JOR,2016,,,99 +Jordan,JOR,2017,,,99 +Jordan,JOR,2018,,3.153373732,96 +Jordan,JOR,2019,,,96 +Kazakhstan,KAZ,2000,,,98 +Kazakhstan,KAZ,2001,,,95 +Kazakhstan,KAZ,2002,,,98 +Kazakhstan,KAZ,2003,,,99 +Kazakhstan,KAZ,2004,,,99 +Kazakhstan,KAZ,2005,,,96 +Kazakhstan,KAZ,2006,,,99 +Kazakhstan,KAZ,2007,,,99 +Kazakhstan,KAZ,2008,,,99 +Kazakhstan,KAZ,2009,,,99 +Kazakhstan,KAZ,2010,,,99 +Kazakhstan,KAZ,2011,,,99 +Kazakhstan,KAZ,2012,,,97 +Kazakhstan,KAZ,2013,,,99 +Kazakhstan,KAZ,2014,,,99 +Kazakhstan,KAZ,2015,Asia,,98 +Kazakhstan,KAZ,2016,,,99 +Kazakhstan,KAZ,2017,,,99 +Kazakhstan,KAZ,2018,,10.3336845,98 +Kazakhstan,KAZ,2019,,,98 +Kenya,KEN,2015,Africa,,28 +Kenya,KEN,2016,,,32 +Kenya,KEN,2017,,,35 +Kenya,KEN,2018,,5.300983921,45 +Kenya,KEN,2019,,,45 +Kiribati,KIR,2009,,,35 +Kiribati,KIR,2010,,,21 +Kiribati,KIR,2011,,,61 +Kiribati,KIR,2012,,,9 +Kiribati,KIR,2013,,,84 +Kiribati,KIR,2014,,,80 +Kiribati,KIR,2015,Oceania,,76 +Kiribati,KIR,2016,,,79 +Kiribati,KIR,2017,,,79 +Kiribati,KIR,2018,,,85 +Kiribati,KIR,2019,,,91 +Kosovo,OWID_KOS,2015,Europe,, +Kosovo,OWID_KOS,2018,,5.418528202, +Kuwait,KWT,2005,,,77 +Kuwait,KWT,2006,,,96 +Kuwait,KWT,2007,,,90 +Kuwait,KWT,2008,,,86 +Kuwait,KWT,2009,,,94 +Kuwait,KWT,2010,,,99 +Kuwait,KWT,2011,,,99 +Kuwait,KWT,2012,,,99 +Kuwait,KWT,2013,,,99 +Kuwait,KWT,2014,,,86 +Kuwait,KWT,2015,Asia,,96 +Kuwait,KWT,2016,,,99 +Kuwait,KWT,2017,,,99 +Kuwait,KWT,2018,,4.097016132,94 +Kuwait,KWT,2019,,,94 +Kyrgyzstan,KGZ,2000,,,96 +Kyrgyzstan,KGZ,2001,,,98 +Kyrgyzstan,KGZ,2002,,,98 +Kyrgyzstan,KGZ,2003,,,98 +Kyrgyzstan,KGZ,2004,,,98 +Kyrgyzstan,KGZ,2005,,,98 +Kyrgyzstan,KGZ,2006,,,97 +Kyrgyzstan,KGZ,2007,,,95 +Kyrgyzstan,KGZ,2008,,,97 +Kyrgyzstan,KGZ,2009,,,98 +Kyrgyzstan,KGZ,2010,,,98 +Kyrgyzstan,KGZ,2011,,,98 +Kyrgyzstan,KGZ,2012,,,98 +Kyrgyzstan,KGZ,2013,,,97 +Kyrgyzstan,KGZ,2014,,,97 +Kyrgyzstan,KGZ,2015,Asia,,96 +Kyrgyzstan,KGZ,2016,,,98 +Kyrgyzstan,KGZ,2017,,,96 +Kyrgyzstan,KGZ,2018,,8.841450211,96 +Kyrgyzstan,KGZ,2019,,,98 +Laos,LAO,2015,Asia,, +Laos,LAO,2018,,1.856595172,57 +Laos,LAO,2019,,,57 +Latvia,LVA,2000,,,90 +Latvia,LVA,2001,,,95 +Latvia,LVA,2002,,,96 +Latvia,LVA,2003,,,97 +Latvia,LVA,2004,,,98 +Latvia,LVA,2005,,,99 +Latvia,LVA,2006,,,99 +Latvia,LVA,2007,,,98 +Latvia,LVA,2008,,,94 +Latvia,LVA,2009,,,92 +Latvia,LVA,2010,,,93 +Latvia,LVA,2011,,,92 +Latvia,LVA,2012,,,92 +Latvia,LVA,2013,,,92 +Latvia,LVA,2014,,,89 +Latvia,LVA,2015,Europe,,92 +Latvia,LVA,2016,,,89 +Latvia,LVA,2017,,,89 +Latvia,LVA,2018,,17.0717777,94 +Latvia,LVA,2019,,,96 +Lebanon,LBN,2000,,,56 +Lebanon,LBN,2001,,,42 +Lebanon,LBN,2002,,,28 +Lebanon,LBN,2003,,,14 +Lebanon,LBN,2004,,,24 +Lebanon,LBN,2005,,,34 +Lebanon,LBN,2006,,,45 +Lebanon,LBN,2007,,,55 +Lebanon,LBN,2008,,,65 +Lebanon,LBN,2009,,,75 +Lebanon,LBN,2010,,,73 +Lebanon,LBN,2011,,,70 +Lebanon,LBN,2012,,,68 +Lebanon,LBN,2013,,,65 +Lebanon,LBN,2014,,,63 +Lebanon,LBN,2015,Asia,,63 +Lebanon,LBN,2016,,,63 +Lebanon,LBN,2017,,,63 +Lebanon,LBN,2018,,3.348813152,63 +Lebanon,LBN,2019,,,63 +Lesotho,LSO,2001,,,46 +Lesotho,LSO,2002,,,50 +Lesotho,LSO,2003,,,47 +Lesotho,LSO,2004,,,56 +Lesotho,LSO,2005,,,68 +Lesotho,LSO,2006,,,80 +Lesotho,LSO,2007,,,80 +Lesotho,LSO,2008,,,80 +Lesotho,LSO,2009,,,81 +Lesotho,LSO,2010,,,81 +Lesotho,LSO,2011,,,82 +Lesotho,LSO,2012,,,82 +Lesotho,LSO,2013,,,82 +Lesotho,LSO,2014,,,82 +Lesotho,LSO,2015,Africa,,82 +Lesotho,LSO,2016,,,82 +Lesotho,LSO,2017,,,82 +Lesotho,LSO,2018,,,82 +Lesotho,LSO,2019,,,82 +Liberia,LBR,2015,Africa,, +Liberia,LBR,2018,,2.505175939, +Liberia,LBR,2019,,,13 +Libya,LBY,2001,,,81 +Libya,LBY,2002,,,86 +Libya,LBY,2003,,,90 +Libya,LBY,2004,,,95 +Libya,LBY,2005,,,95 +Libya,LBY,2006,,,96 +Libya,LBY,2007,,,97 +Libya,LBY,2008,,,97 +Libya,LBY,2009,,,97 +Libya,LBY,2010,,,97 +Libya,LBY,2011,,,97 +Libya,LBY,2012,,,97 +Libya,LBY,2013,,,95 +Libya,LBY,2014,,,92 +Libya,LBY,2015,Africa,,97 +Libya,LBY,2016,,,96 +Libya,LBY,2017,,,94 +Libya,LBY,2018,,9.027480215,72 +Libya,LBY,2019,,,72 +Liechtenstein,LIE,2015,Europe,, +Lithuania,LTU,2000,,,97 +Lithuania,LTU,2001,,,96 +Lithuania,LTU,2002,,,95 +Lithuania,LTU,2003,,,93 +Lithuania,LTU,2004,,,93 +Lithuania,LTU,2005,,,95 +Lithuania,LTU,2006,,,94 +Lithuania,LTU,2007,,,96 +Lithuania,LTU,2008,,,96 +Lithuania,LTU,2009,,,94 +Lithuania,LTU,2010,,,95 +Lithuania,LTU,2011,,,94 +Lithuania,LTU,2012,,,93 +Lithuania,LTU,2013,,,92 +Lithuania,LTU,2014,,,92 +Lithuania,LTU,2015,Europe,,92 +Lithuania,LTU,2016,,,92 +Lithuania,LTU,2017,,,92 +Lithuania,LTU,2018,,8.280441649,92 +Lithuania,LTU,2019,,,93 +Low income,,2000,,,3 +Low income,,2001,,,4 +Low income,,2002,,,4 +Low income,,2003,,,4 +Low income,,2004,,,4 +Low income,,2005,,,5 +Low income,,2006,,,6 +Low income,,2007,,,5 +Low income,,2008,,,8 +Low income,,2009,,,8 +Low income,,2010,,,9 +Low income,,2011,,,8 +Low income,,2012,,,9 +Low income,,2013,,,12 +Low income,,2014,,,13 +Low income,,2015,,,18 +Low income,,2016,,,23 +Low income,,2017,,,25 +Low income,,2018,,,27 +Low income,,2019,,,36 +Low income (non-Gavi countries),,2000,,,80 +Low income (non-Gavi countries),,2001,,,83 +Low income (non-Gavi countries),,2002,,,84 +Low income (non-Gavi countries),,2003,,,83 +Low income (non-Gavi countries),,2004,,,82 +Low income (non-Gavi countries),,2005,,,81 +Low income (non-Gavi countries),,2006,,,81 +Low income (non-Gavi countries),,2007,,,81 +Low income (non-Gavi countries),,2008,,,81 +Low income (non-Gavi countries),,2009,,,82 +Low income (non-Gavi countries),,2010,,,82 +Low income (non-Gavi countries),,2011,,,71 +Low income (non-Gavi countries),,2012,,,53 +Low income (non-Gavi countries),,2013,,,51 +Low income (non-Gavi countries),,2014,,,49 +Low income (non-Gavi countries),,2015,,,47 +Low income (non-Gavi countries),,2016,,,52 +Low income (non-Gavi countries),,2017,,,59 +Low income (non-Gavi countries),,2018,,,54 +Low income (non-Gavi countries),,2019,,,54 +Luxembourg,LUX,2012,,,86 +Luxembourg,LUX,2013,,,86 +Luxembourg,LUX,2014,,,86 +Luxembourg,LUX,2015,Europe,,86 +Luxembourg,LUX,2016,,,86 +Luxembourg,LUX,2017,,,86 +Luxembourg,LUX,2018,,12.3730704,90 +Luxembourg,LUX,2019,,,90 +Macao,MAC,2015,Asia,, +Macedonia,MKD,2000,,,95 +Macedonia,MKD,2001,,,94 +Macedonia,MKD,2002,,,95 +Macedonia,MKD,2003,,,97 +Macedonia,MKD,2004,,,95 +Macedonia,MKD,2005,,,95 +Macedonia,MKD,2006,,,96 +Macedonia,MKD,2007,,,95 +Macedonia,MKD,2008,,,95 +Macedonia,MKD,2009,,,97 +Macedonia,MKD,2010,,,99 +Macedonia,MKD,2011,,,98 +Macedonia,MKD,2012,,,96 +Macedonia,MKD,2013,,,96 +Macedonia,MKD,2014,,,96 +Macedonia,MKD,2015,Europe,,93 +Macedonia,MKD,2016,,,93 +Macedonia,MKD,2017,,,97 +Macedonia,MKD,2018,,13.51227687,94 +Macedonia,MKD,2019,,,94 +Madagascar,MDG,2015,Africa,, +Madagascar,MDG,2018,,10.40111937, +Malawi,MWI,2015,Africa,,8 +Malawi,MWI,2016,,,61 +Malawi,MWI,2017,,,67 +Malawi,MWI,2018,,3.840526239,72 +Malawi,MWI,2019,,,75 +Malaysia,MYS,2005,,,91 +Malaysia,MYS,2006,,,90 +Malaysia,MYS,2007,,,92 +Malaysia,MYS,2008,,,93 +Malaysia,MYS,2009,,,95 +Malaysia,MYS,2010,,,95 +Malaysia,MYS,2011,,,95 +Malaysia,MYS,2012,,,99 +Malaysia,MYS,2013,,,99 +Malaysia,MYS,2014,,,99 +Malaysia,MYS,2015,Asia,,99 +Malaysia,MYS,2016,,,99 +Malaysia,MYS,2017,,,99 +Malaysia,MYS,2018,,2.804414366,88 +Malaysia,MYS,2019,,,87 +Maldives,MDV,2007,,,56 +Maldives,MDV,2008,,,76 +Maldives,MDV,2009,,,96 +Maldives,MDV,2010,,,96 +Maldives,MDV,2011,,,96 +Maldives,MDV,2012,,,99 +Maldives,MDV,2013,,,99 +Maldives,MDV,2014,,,97 +Maldives,MDV,2015,Asia,,99 +Maldives,MDV,2016,,,99 +Maldives,MDV,2017,,,99 +Maldives,MDV,2018,,,99 +Maldives,MDV,2019,,,99 +Mali,MLI,2015,Africa,, +Mali,MLI,2018,,17.1458224, +Mali,MLI,2019,,,4 +Malta,MLT,2003,,,2 +Malta,MLT,2004,,,31 +Malta,MLT,2005,,,60 +Malta,MLT,2006,,,86 +Malta,MLT,2007,,,77 +Malta,MLT,2008,,,83 +Malta,MLT,2009,,,85 +Malta,MLT,2010,,,85 +Malta,MLT,2011,,,85 +Malta,MLT,2012,,,91 +Malta,MLT,2013,,,88 +Malta,MLT,2014,,,94 +Malta,MLT,2015,Europe,,91 +Malta,MLT,2016,,,86 +Malta,MLT,2017,,,83 +Malta,MLT,2018,,6.252081044,95 +Malta,MLT,2019,,,95 +Marshall Islands,MHL,2000,,,6 +Marshall Islands,MHL,2001,,,6 +Marshall Islands,MHL,2002,,,70 +Marshall Islands,MHL,2003,,,90 +Marshall Islands,MHL,2004,,,92 +Marshall Islands,MHL,2005,,,71 +Marshall Islands,MHL,2006,,,60 +Marshall Islands,MHL,2007,,,91 +Marshall Islands,MHL,2008,,,79 +Marshall Islands,MHL,2009,,,66 +Marshall Islands,MHL,2010,,,90 +Marshall Islands,MHL,2011,,,74 +Marshall Islands,MHL,2012,,,58 +Marshall Islands,MHL,2013,,,56 +Marshall Islands,MHL,2014,,,53 +Marshall Islands,MHL,2015,Oceania,,70 +Marshall Islands,MHL,2016,,,49 +Marshall Islands,MHL,2017,,,62 +Marshall Islands,MHL,2018,,,61 +Marshall Islands,MHL,2019,,,64 +Martinique,MTQ,2015,North America,, +Mauritania,MRT,2015,Africa,, +Mauritania,MRT,2018,,9.6241817, +Mauritius,MUS,2004,,,80 +Mauritius,MUS,2005,,,78 +Mauritius,MUS,2006,,,85 +Mauritius,MUS,2007,,,80 +Mauritius,MUS,2008,,,83 +Mauritius,MUS,2009,,,85 +Mauritius,MUS,2010,,,90 +Mauritius,MUS,2011,,,89 +Mauritius,MUS,2012,,,90 +Mauritius,MUS,2013,,,85 +Mauritius,MUS,2014,,,85 +Mauritius,MUS,2015,Africa,,96 +Mauritius,MUS,2016,,,92 +Mauritius,MUS,2017,,,95 +Mauritius,MUS,2018,,17.02140053,99 +Mauritius,MUS,2019,,,99 +Mayotte,MYT,2015,Africa,, +Mecklenburg Schwerin,OWID_MEC,2015,Europe,, +Mexico,MEX,2000,,,98 +Mexico,MEX,2001,,,99 +Mexico,MEX,2002,,,89 +Mexico,MEX,2003,,,96 +Mexico,MEX,2004,,,97 +Mexico,MEX,2005,,,97 +Mexico,MEX,2006,,,91 +Mexico,MEX,2007,,,85 +Mexico,MEX,2008,,,94 +Mexico,MEX,2009,,,92 +Mexico,MEX,2010,,,91 +Mexico,MEX,2011,,,97 +Mexico,MEX,2012,,,92 +Mexico,MEX,2013,,,76 +Mexico,MEX,2014,,,95 +Mexico,MEX,2015,North America,,96 +Mexico,MEX,2016,,,98 +Mexico,MEX,2017,,,62 +Mexico,MEX,2018,,6.539340492,99 +Mexico,MEX,2019,,,73 +Micronesia,,2000,,,50 +Micronesia,,2001,,,64 +Micronesia,,2002,,,65 +Micronesia,,2003,,,66 +Micronesia,,2004,,,74 +Micronesia,,2005,,,84 +Micronesia,,2006,,,85 +Micronesia,,2007,,,86 +Micronesia,,2008,,,84 +Micronesia,,2009,,,82 +Micronesia,,2010,,,75 +Micronesia,,2011,,,75 +Micronesia,,2012,,,70 +Micronesia,,2013,,,75 +Micronesia,,2014,,,75 +Micronesia,,2015,,,74 +Micronesia,,2016,,,45 +Micronesia,,2017,,,52 +Micronesia,,2018,,,48 +Micronesia,,2019,,,52 +Micronesia (country),FSM,2015,Oceania,, +Middle East,,2018,,6, +Middle income,,2000,,,16 +Middle income,,2001,,,18 +Middle income,,2002,,,17 +Middle income,,2003,,,18 +Middle income,,2004,,,19 +Middle income,,2005,,,34 +Middle income,,2006,,,36 +Middle income,,2007,,,37 +Middle income,,2008,,,39 +Middle income,,2009,,,42 +Middle income,,2010,,,42 +Middle income,,2011,,,51 +Middle income,,2012,,,55 +Middle income,,2013,,,60 +Middle income,,2014,,,63 +Middle income,,2015,,,67 +Middle income,,2016,,,72 +Middle income,,2017,,,73 +Middle income,,2018,,,75 +Middle income,,2019,,,75 +Middle-income (non-Gavi countries),,2000,,,34 +Middle-income (non-Gavi countries),,2001,,,37 +Middle-income (non-Gavi countries),,2002,,,35 +Middle-income (non-Gavi countries),,2003,,,37 +Middle-income (non-Gavi countries),,2004,,,38 +Middle-income (non-Gavi countries),,2005,,,74 +Middle-income (non-Gavi countries),,2006,,,77 +Middle-income (non-Gavi countries),,2007,,,76 +Middle-income (non-Gavi countries),,2008,,,78 +Middle-income (non-Gavi countries),,2009,,,82 +Middle-income (non-Gavi countries),,2010,,,82 +Middle-income (non-Gavi countries),,2011,,,85 +Middle-income (non-Gavi countries),,2012,,,84 +Middle-income (non-Gavi countries),,2013,,,84 +Middle-income (non-Gavi countries),,2014,,,88 +Middle-income (non-Gavi countries),,2015,,,88 +Middle-income (non-Gavi countries),,2016,,,89 +Middle-income (non-Gavi countries),,2017,,,87 +Middle-income (non-Gavi countries),,2018,,,88 +Middle-income (non-Gavi countries),,2019,,,85 +Modena,OWID_MOD,2015,Europe,, +Moldova,MDA,2002,,,69 +Moldova,MDA,2003,,,96 +Moldova,MDA,2004,,,98 +Moldova,MDA,2005,,,98 +Moldova,MDA,2006,,,99 +Moldova,MDA,2007,,,95 +Moldova,MDA,2008,,,97 +Moldova,MDA,2009,,,98 +Moldova,MDA,2010,,,98 +Moldova,MDA,2011,,,96 +Moldova,MDA,2012,,,95 +Moldova,MDA,2013,,,94 +Moldova,MDA,2014,,,93 +Moldova,MDA,2015,Europe,,90 +Moldova,MDA,2016,,,95 +Moldova,MDA,2017,,,92 +Moldova,MDA,2018,,10.74900774,96 +Moldova,MDA,2019,,,95 +Monaco,MCO,2014,,,79 +Monaco,MCO,2015,Europe,,79 +Monaco,MCO,2016,,,79 +Monaco,MCO,2017,,,79 +Monaco,MCO,2018,,,79 +Monaco,MCO,2019,,,79 +Mongolia,MNG,2000,,,75 +Mongolia,MNG,2001,,,95 +Mongolia,MNG,2002,,,96 +Mongolia,MNG,2003,,,98 +Mongolia,MNG,2004,,,98 +Mongolia,MNG,2005,,,98 +Mongolia,MNG,2006,,,96 +Mongolia,MNG,2007,,,97 +Mongolia,MNG,2008,,,96 +Mongolia,MNG,2009,,,97 +Mongolia,MNG,2010,,,95 +Mongolia,MNG,2011,,,98 +Mongolia,MNG,2012,,,98 +Mongolia,MNG,2013,,,97 +Mongolia,MNG,2014,,,98 +Mongolia,MNG,2015,Asia,,98 +Mongolia,MNG,2016,,,90 +Mongolia,MNG,2017,,,98 +Mongolia,MNG,2018,,15.97529209,98 +Mongolia,MNG,2019,,,98 +Montenegro,MNE,2007,,,95 +Montenegro,MNE,2008,,,96 +Montenegro,MNE,2009,,,96 +Montenegro,MNE,2010,,,97 +Montenegro,MNE,2011,,,97 +Montenegro,MNE,2012,,,97 +Montenegro,MNE,2013,,,94 +Montenegro,MNE,2014,,,95 +Montenegro,MNE,2015,Europe,,94 +Montenegro,MNE,2016,,,86 +Montenegro,MNE,2017,,,83 +Montenegro,MNE,2018,,13.43791788,86 +Montenegro,MNE,2019,,,86 +Montserrat,MSR,2015,North America,, +Morocco,MAR,2004,,,91 +Morocco,MAR,2005,,,92 +Morocco,MAR,2006,,,92 +Morocco,MAR,2007,,,92 +Morocco,MAR,2014,,,54 +Morocco,MAR,2015,Africa,,95 +Morocco,MAR,2016,,,99 +Morocco,MAR,2017,,,99 +Morocco,MAR,2018,,3.873115668,99 +Morocco,MAR,2019,,,99 +Mozambique,MOZ,2015,Africa,, +Mozambique,MOZ,2016,,,36 +Mozambique,MOZ,2017,,,45 +Mozambique,MOZ,2018,,4.376628804,59 +Mozambique,MOZ,2019,,,85 +Myanmar,MMR,2008,,,57 +Myanmar,MMR,2009,,,65 +Myanmar,MMR,2010,,,75 +Myanmar,MMR,2011,,,80 +Myanmar,MMR,2013,,,80 +Myanmar,MMR,2014,,,82 +Myanmar,MMR,2015,Asia,,78 +Myanmar,MMR,2016,,,86 +Myanmar,MMR,2017,,,80 +Myanmar,MMR,2018,,4.199570654,87 +Myanmar,MMR,2019,,,80 +Nagorno-Karabakh,OWID_NAG,2015,Asia,, +Namibia,NAM,2015,Africa,, +Namibia,NAM,2017,,,32 +Namibia,NAM,2018,,11.16687438,50 +Namibia,NAM,2019,,,56 +Nauru,NRU,2001,,,95 +Nauru,NRU,2002,,,83 +Nauru,NRU,2003,,,72 +Nauru,NRU,2004,,,60 +Nauru,NRU,2005,,,50 +Nauru,NRU,2006,,,97 +Nauru,NRU,2007,,,99 +Nauru,NRU,2008,,,99 +Nauru,NRU,2009,,,92 +Nauru,NRU,2010,,,99 +Nauru,NRU,2011,,,99 +Nauru,NRU,2012,,,81 +Nauru,NRU,2013,,,88 +Nauru,NRU,2014,,,94 +Nauru,NRU,2015,Oceania,,96 +Nauru,NRU,2016,,,97 +Nauru,NRU,2017,,,94 +Nauru,NRU,2018,,,94 +Nauru,NRU,2019,,,95 +Nepal,NPL,2015,Asia,, +Nepal,NPL,2016,,,25 +Nepal,NPL,2017,,,59 +Nepal,NPL,2018,,3.303721329,69 +Nepal,NPL,2019,,,76 +Netherlands,NLD,2002,,,96 +Netherlands,NLD,2003,,,98 +Netherlands,NLD,2004,,,98 +Netherlands,NLD,2005,,,93 +Netherlands,NLD,2006,,,92 +Netherlands,NLD,2007,,,92 +Netherlands,NLD,2008,,,93 +Netherlands,NLD,2009,,,93 +Netherlands,NLD,2010,,,92 +Netherlands,NLD,2011,,,93 +Netherlands,NLD,2012,,,93 +Netherlands,NLD,2013,,,92 +Netherlands,NLD,2014,,,93 +Netherlands,NLD,2015,Europe,,92 +Netherlands,NLD,2016,,,91 +Netherlands,NLD,2017,,,90 +Netherlands,NLD,2018,,16.95792187,89 +Netherlands,NLD,2019,,,90 +Netherlands Antilles,ANT,2015,North America,, +New Caledonia,NCL,2015,Oceania,, +New Zealand,NZL,2011,,,86 +New Zealand,NZL,2012,,,85 +New Zealand,NZL,2013,,,86 +New Zealand,NZL,2014,,,86 +New Zealand,NZL,2015,Oceania,,87 +New Zealand,NZL,2016,,,89 +New Zealand,NZL,2017,,,90 +New Zealand,NZL,2018,,9.809272194,90 +New Zealand,NZL,2019,,,90 +Nicaragua,NIC,2015,North America,, +Nicaragua,NIC,2017,,,84 +Nicaragua,NIC,2018,,2.770323364,95 +Nicaragua,NIC,2019,,,99 +Niger,NER,2014,,,3 +Niger,NER,2015,Africa,,16 +Niger,NER,2016,,,31 +Niger,NER,2017,,,46 +Niger,NER,2018,,7.241705941,48 +Niger,NER,2019,,,58 +Nigeria,NGA,2015,Africa,, +Nigeria,NGA,2018,,4.9520462, +Nigeria,NGA,2019,,,9 +Niue,NIU,2000,,,99 +Niue,NIU,2001,,,99 +Niue,NIU,2002,,,90 +Niue,NIU,2003,,,86 +Niue,NIU,2004,,,99 +Niue,NIU,2005,,,70 +Niue,NIU,2006,,,99 +Niue,NIU,2007,,,99 +Niue,NIU,2008,,,99 +Niue,NIU,2009,,,99 +Niue,NIU,2010,,,99 +Niue,NIU,2011,,,98 +Niue,NIU,2012,,,98 +Niue,NIU,2013,,,99 +Niue,NIU,2014,,,99 +Niue,NIU,2015,Oceania,,99 +Niue,NIU,2016,,,99 +Niue,NIU,2017,,,99 +Niue,NIU,2018,,,99 +Niue,NIU,2019,,,99 +Norfolk Island,NFK,2015,Oceania,, +North Africa,,2018,,4, +North Korea,PRK,2008,,,75 +North Korea,PRK,2009,,,75 +North Korea,PRK,2010,,,76 +North Korea,PRK,2011,,,76 +North Korea,PRK,2012,,,76 +North Korea,PRK,2013,,,76 +North Korea,PRK,2014,,,76 +North Korea,PRK,2015,Asia,,85 +North Korea,PRK,2016,,,98 +North Korea,PRK,2017,,,98 +North Korea,PRK,2018,,,99 +North Korea,PRK,2019,,,98 +Northern America,,2018,,11, +Northern Cyprus,OWID_CYN,2015,Asia,, +Northern Cyprus,OWID_CYN,2018,,4.080252763, +Northern Europe,,2018,,10, +Northern Mariana Islands,MNP,2015,Oceania,, +Norway,NOR,2000,,,90 +Norway,NOR,2001,,,90 +Norway,NOR,2002,,,90 +Norway,NOR,2003,,,89 +Norway,NOR,2004,,,90 +Norway,NOR,2005,,,91 +Norway,NOR,2006,,,91 +Norway,NOR,2007,,,93 +Norway,NOR,2008,,,95 +Norway,NOR,2009,,,96 +Norway,NOR,2010,,,97 +Norway,NOR,2011,,,94 +Norway,NOR,2012,,,91 +Norway,NOR,2013,,,91 +Norway,NOR,2014,,,92 +Norway,NOR,2015,Europe,,91 +Norway,NOR,2016,,,91 +Norway,NOR,2017,,,91 +Norway,NOR,2018,,5.672668284,93 +Norway,NOR,2019,,,95 +Oman,OMN,2000,,,99 +Oman,OMN,2001,,,99 +Oman,OMN,2002,,,98 +Oman,OMN,2003,,,98 +Oman,OMN,2004,,,98 +Oman,OMN,2005,,,97 +Oman,OMN,2006,,,97 +Oman,OMN,2007,,,95 +Oman,OMN,2008,,,98 +Oman,OMN,2009,,,99 +Oman,OMN,2010,,,99 +Oman,OMN,2011,,,99 +Oman,OMN,2012,,,99 +Oman,OMN,2013,,,99 +Oman,OMN,2014,,,99 +Oman,OMN,2015,Asia,,98 +Oman,OMN,2016,,,99 +Oman,OMN,2017,,,99 +Oman,OMN,2018,,,99 +Oman,OMN,2019,,,99 +Pakistan,PAK,2009,,,30 +Pakistan,PAK,2010,,,34 +Pakistan,PAK,2011,,,38 +Pakistan,PAK,2012,,,42 +Pakistan,PAK,2013,,,43 +Pakistan,PAK,2014,,,48 +Pakistan,PAK,2015,Asia,,54 +Pakistan,PAK,2016,,,67 +Pakistan,PAK,2017,,,67 +Pakistan,PAK,2018,,4.48254764,67 +Pakistan,PAK,2019,,,71 +Palau,PLW,2000,,,75 +Palau,PLW,2001,,,83 +Palau,PLW,2002,,,90 +Palau,PLW,2003,,,94 +Palau,PLW,2004,,,98 +Palau,PLW,2005,,,95 +Palau,PLW,2006,,,98 +Palau,PLW,2007,,,83 +Palau,PLW,2008,,,77 +Palau,PLW,2009,,,79 +Palau,PLW,2010,,,39 +Palau,PLW,2011,,,83 +Palau,PLW,2012,,,86 +Palau,PLW,2013,,,98 +Palau,PLW,2014,,,81 +Palau,PLW,2015,Oceania,,82 +Palau,PLW,2016,,,95 +Palau,PLW,2017,,,77 +Palau,PLW,2018,,,75 +Palau,PLW,2019,,,88 +Palestine,PSE,2015,Asia,, +Palestine,PSE,2018,,2.984742974, +Panama,PAN,2000,,,88 +Panama,PAN,2001,,,88 +Panama,PAN,2002,,,88 +Panama,PAN,2003,,,89 +Panama,PAN,2004,,,89 +Panama,PAN,2005,,,89 +Panama,PAN,2006,,,86 +Panama,PAN,2007,,,83 +Panama,PAN,2008,,,79 +Panama,PAN,2009,,,76 +Panama,PAN,2010,,,73 +Panama,PAN,2011,,,81 +Panama,PAN,2012,,,72 +Panama,PAN,2013,,,68 +Panama,PAN,2014,,,90 +Panama,PAN,2015,North America,,92 +Panama,PAN,2016,,,93 +Panama,PAN,2017,,,93 +Panama,PAN,2018,,5.074907607,99 +Panama,PAN,2019,,,97 +Papua New Guinea,PNG,2015,Oceania,, +Papua New Guinea,PNG,2019,,,20 +Paraguay,PRY,2005,,,31 +Paraguay,PRY,2006,,,61 +Paraguay,PRY,2007,,,74 +Paraguay,PRY,2008,,,84 +Paraguay,PRY,2009,,,77 +Paraguay,PRY,2010,,,77 +Paraguay,PRY,2011,,,78 +Paraguay,PRY,2012,,,75 +Paraguay,PRY,2013,,,76 +Paraguay,PRY,2014,,,76 +Paraguay,PRY,2015,South America,,72 +Paraguay,PRY,2016,,,87 +Paraguay,PRY,2017,,,82 +Paraguay,PRY,2018,,7.960701128,83 +Paraguay,PRY,2019,,,83 +Parma,OWID_PMA,2015,Europe,, +Peru,PER,2007,,,9 +Peru,PER,2008,,,17 +Peru,PER,2009,,,42 +Peru,PER,2010,,,56 +Peru,PER,2011,,,70 +Peru,PER,2012,,,63 +Peru,PER,2013,,,54 +Peru,PER,2014,,,44 +Peru,PER,2015,South America,,63 +Peru,PER,2016,,,66 +Peru,PER,2017,,,66 +Peru,PER,2018,,17.46744447,66 +Peru,PER,2019,,,66 +Philippines,PHL,2009,,,19 +Philippines,PHL,2010,,,10 +Philippines,PHL,2011,,,33 +Philippines,PHL,2012,,,35 +Philippines,PHL,2013,,,45 +Philippines,PHL,2014,,,47 +Philippines,PHL,2015,Asia,,51 +Philippines,PHL,2016,,,47 +Philippines,PHL,2017,,,46 +Philippines,PHL,2018,,13.90519241,40 +Philippines,PHL,2019,,,40 +Pitcairn,PCN,2015,Oceania,, +Poland,POL,2000,,,96 +Poland,POL,2001,,,96 +Poland,POL,2002,,,97 +Poland,POL,2003,,,97 +Poland,POL,2004,,,96 +Poland,POL,2005,,,90 +Poland,POL,2006,,,99 +Poland,POL,2007,,,98 +Poland,POL,2008,,,97 +Poland,POL,2009,,,95 +Poland,POL,2010,,,94 +Poland,POL,2011,,,95 +Poland,POL,2012,,,95 +Poland,POL,2013,,,93 +Poland,POL,2014,,,95 +Poland,POL,2015,Europe,,94 +Poland,POL,2016,,,93 +Poland,POL,2017,,,93 +Poland,POL,2018,,5.265834808,92 +Poland,POL,2019,,,92 +Portugal,PRT,2000,,,48 +Portugal,PRT,2001,,,56 +Portugal,PRT,2002,,,64 +Portugal,PRT,2003,,,72 +Portugal,PRT,2004,,,79 +Portugal,PRT,2005,,,87 +Portugal,PRT,2006,,,95 +Portugal,PRT,2007,,,95 +Portugal,PRT,2008,,,95 +Portugal,PRT,2009,,,95 +Portugal,PRT,2010,,,95 +Portugal,PRT,2011,,,96 +Portugal,PRT,2012,,,96 +Portugal,PRT,2013,,,96 +Portugal,PRT,2014,,,96 +Portugal,PRT,2015,Europe,,95 +Portugal,PRT,2016,,,95 +Portugal,PRT,2017,,,95 +Portugal,PRT,2018,,5.142860342,96 +Portugal,PRT,2019,,,96 +Puerto Rico,PRI,2015,North America,, +Qatar,QAT,2002,,,91 +Qatar,QAT,2003,,,91 +Qatar,QAT,2004,,,95 +Qatar,QAT,2005,,,98 +Qatar,QAT,2006,,,87 +Qatar,QAT,2007,,,91 +Qatar,QAT,2008,,,95 +Qatar,QAT,2009,,,99 +Qatar,QAT,2010,,,98 +Qatar,QAT,2011,,,99 +Qatar,QAT,2012,,,99 +Qatar,QAT,2013,,,99 +Qatar,QAT,2014,,,95 +Qatar,QAT,2015,Asia,,91 +Qatar,QAT,2016,,,92 +Qatar,QAT,2017,,,93 +Qatar,QAT,2018,,,95 +Qatar,QAT,2019,,,95 +Republic of Vietnam,OWID_RVN,2015,Asia,, +Reunion,REU,2015,Africa,, +Romania,ROU,2000,,,96 +Romania,ROU,2001,,,97 +Romania,ROU,2002,,,97 +Romania,ROU,2003,,,97 +Romania,ROU,2004,,,96 +Romania,ROU,2005,,,96 +Romania,ROU,2006,,,96 +Romania,ROU,2007,,,96 +Romania,ROU,2008,,,95 +Romania,ROU,2009,,,94 +Romania,ROU,2010,,,93 +Romania,ROU,2011,,,91 +Romania,ROU,2012,,,90 +Romania,ROU,2013,,,88 +Romania,ROU,2014,,,84 +Romania,ROU,2015,Europe,,80 +Romania,ROU,2016,,,76 +Romania,ROU,2017,,,75 +Romania,ROU,2018,,12.88616864,81 +Romania,ROU,2019,,,76 +Russia,RUS,2000,,,86 +Russia,RUS,2001,,,88 +Russia,RUS,2002,,,93 +Russia,RUS,2003,,,96 +Russia,RUS,2004,,,97 +Russia,RUS,2005,,,97 +Russia,RUS,2006,,,97 +Russia,RUS,2007,,,97 +Russia,RUS,2008,,,97 +Russia,RUS,2009,,,97 +Russia,RUS,2010,,,98 +Russia,RUS,2011,,,97 +Russia,RUS,2012,,,97 +Russia,RUS,2013,,,97 +Russia,RUS,2014,,,97 +Russia,RUS,2015,Europe,,97 +Russia,RUS,2016,,,97 +Russia,RUS,2017,,,97 +Russia,RUS,2018,,23.61144764,97 +Russia,RUS,2019,,,97 +Rwanda,RWA,2015,Africa,,87 +Rwanda,RWA,2016,,,90 +Rwanda,RWA,2017,,,95 +Rwanda,RWA,2018,,1.638061847,96 +Rwanda,RWA,2019,,,92 +Saint Barthélemy,BLM,2015,North America,, +Saint Helena,SHN,2015,Africa,, +Saint Kitts and Nevis,KNA,2000,,,99 +Saint Kitts and Nevis,KNA,2001,,,99 +Saint Kitts and Nevis,KNA,2002,,,99 +Saint Kitts and Nevis,KNA,2003,,,98 +Saint Kitts and Nevis,KNA,2004,,,98 +Saint Kitts and Nevis,KNA,2005,,,97 +Saint Kitts and Nevis,KNA,2006,,,96 +Saint Kitts and Nevis,KNA,2007,,,95 +Saint Kitts and Nevis,KNA,2008,,,94 +Saint Kitts and Nevis,KNA,2009,,,99 +Saint Kitts and Nevis,KNA,2010,,,99 +Saint Kitts and Nevis,KNA,2011,,,99 +Saint Kitts and Nevis,KNA,2012,,,90 +Saint Kitts and Nevis,KNA,2013,,,94 +Saint Kitts and Nevis,KNA,2014,,,90 +Saint Kitts and Nevis,KNA,2015,North America,,90 +Saint Kitts and Nevis,KNA,2016,,,96 +Saint Kitts and Nevis,KNA,2017,,,95 +Saint Kitts and Nevis,KNA,2018,,,96 +Saint Kitts and Nevis,KNA,2019,,,98 +Saint Lucia,LCA,2000,,,89 +Saint Lucia,LCA,2001,,,73 +Saint Lucia,LCA,2002,,,71 +Saint Lucia,LCA,2003,,,69 +Saint Lucia,LCA,2004,,,67 +Saint Lucia,LCA,2005,,,56 +Saint Lucia,LCA,2006,,,45 +Saint Lucia,LCA,2007,,,33 +Saint Lucia,LCA,2008,,,22 +Saint Lucia,LCA,2009,,,63 +Saint Lucia,LCA,2010,,,74 +Saint Lucia,LCA,2011,,,72 +Saint Lucia,LCA,2012,,,80 +Saint Lucia,LCA,2013,,,62 +Saint Lucia,LCA,2014,,,79 +Saint Lucia,LCA,2015,North America,,95 +Saint Lucia,LCA,2016,,,88 +Saint Lucia,LCA,2017,,,73 +Saint Lucia,LCA,2018,,,68 +Saint Lucia,LCA,2019,,,75 +Saint Martin (French part),MAF,2015,North America,, +Saint Pierre and Miquelon,SPM,2015,North America,, +Saint Vincent and the Grenadines,VCT,2001,,,99 +Saint Vincent and the Grenadines,VCT,2002,,,99 +Saint Vincent and the Grenadines,VCT,2003,,,86 +Saint Vincent and the Grenadines,VCT,2004,,,73 +Saint Vincent and the Grenadines,VCT,2005,,,93 +Saint Vincent and the Grenadines,VCT,2006,,,88 +Saint Vincent and the Grenadines,VCT,2007,,,83 +Saint Vincent and the Grenadines,VCT,2008,,,94 +Saint Vincent and the Grenadines,VCT,2009,,,94 +Saint Vincent and the Grenadines,VCT,2010,,,89 +Saint Vincent and the Grenadines,VCT,2011,,,91 +Saint Vincent and the Grenadines,VCT,2012,,,92 +Saint Vincent and the Grenadines,VCT,2013,,,96 +Saint Vincent and the Grenadines,VCT,2014,,,98 +Saint Vincent and the Grenadines,VCT,2015,North America,,99 +Saint Vincent and the Grenadines,VCT,2016,,,99 +Saint Vincent and the Grenadines,VCT,2017,,,99 +Saint Vincent and the Grenadines,VCT,2018,,,99 +Saint Vincent and the Grenadines,VCT,2019,,,99 +Samoa,WSM,2002,,,84 +Samoa,WSM,2003,,,65 +Samoa,WSM,2004,,,45 +Samoa,WSM,2005,,,26 +Samoa,WSM,2006,,,6 +Samoa,WSM,2007,,,36 +Samoa,WSM,2008,,,46 +Samoa,WSM,2009,,,14 +Samoa,WSM,2010,,,30 +Samoa,WSM,2011,,,50 +Samoa,WSM,2012,,,52 +Samoa,WSM,2013,,,72 +Samoa,WSM,2014,,,63 +Samoa,WSM,2015,Oceania,,48 +Samoa,WSM,2016,,,44 +Samoa,WSM,2017,,,42 +Samoa,WSM,2018,,,13 +Samoa,WSM,2019,,,44 +San Marino,SMR,2003,,,94 +San Marino,SMR,2004,,,94 +San Marino,SMR,2005,,,94 +San Marino,SMR,2006,,,94 +San Marino,SMR,2007,,,94 +San Marino,SMR,2008,,,92 +San Marino,SMR,2009,,,92 +San Marino,SMR,2010,,,90 +San Marino,SMR,2011,,,92 +San Marino,SMR,2012,,,89 +San Marino,SMR,2013,,,85 +San Marino,SMR,2014,,,86 +San Marino,SMR,2015,Europe,,86 +San Marino,SMR,2016,,,81 +San Marino,SMR,2017,,,78 +San Marino,SMR,2018,,,84 +San Marino,SMR,2019,,,79 +Sao Tome and Principe,STP,2014,,,71 +Sao Tome and Principe,STP,2015,Africa,,76 +Sao Tome and Principe,STP,2016,,,76 +Sao Tome and Principe,STP,2017,,,76 +Sao Tome and Principe,STP,2018,,,76 +Sao Tome and Principe,STP,2019,,,81 +Saudi Arabia,SAU,2001,,,96 +Saudi Arabia,SAU,2002,,,96 +Saudi Arabia,SAU,2003,,,97 +Saudi Arabia,SAU,2004,,,97 +Saudi Arabia,SAU,2005,,,97 +Saudi Arabia,SAU,2006,,,97 +Saudi Arabia,SAU,2007,,,98 +Saudi Arabia,SAU,2008,,,98 +Saudi Arabia,SAU,2009,,,98 +Saudi Arabia,SAU,2010,,,98 +Saudi Arabia,SAU,2011,,,97 +Saudi Arabia,SAU,2012,,,98 +Saudi Arabia,SAU,2013,,,99 +Saudi Arabia,SAU,2014,,,98 +Saudi Arabia,SAU,2015,Asia,,96 +Saudi Arabia,SAU,2016,,,96 +Saudi Arabia,SAU,2017,,,96 +Saudi Arabia,SAU,2018,,2.732971172,97 +Saudi Arabia,SAU,2019,,,96 +Saxony,OWID_SAX,2015,Europe,, +Senegal,SEN,2014,,,13 +Senegal,SEN,2015,Africa,,54 +Senegal,SEN,2016,,,75 +Senegal,SEN,2017,,,70 +Senegal,SEN,2018,,14.74161457,63 +Senegal,SEN,2019,,,78 +Serbia,SRB,2000,,,78 +Serbia,SRB,2001,,,74 +Serbia,SRB,2002,,,75 +Serbia,SRB,2003,,,96 +Serbia,SRB,2004,,,96 +Serbia,SRB,2005,,,98 +Serbia,SRB,2006,,,90 +Serbia,SRB,2007,,,96 +Serbia,SRB,2008,,,97 +Serbia,SRB,2009,,,87 +Serbia,SRB,2010,,,91 +Serbia,SRB,2011,,,90 +Serbia,SRB,2012,,,90 +Serbia,SRB,2013,,,82 +Serbia,SRB,2014,,,91 +Serbia,SRB,2015,Europe,,86 +Serbia,SRB,2016,,,90 +Serbia,SRB,2017,,,91 +Serbia,SRB,2018,,9.233046412,90 +Serbia,SRB,2019,,,91 +Serbia and Montenegro,OWID_SRM,2015,Europe,, +Serbia excluding Kosovo,OWID_SEK,2015,Europe,, +Seychelles,SYC,2001,,,98 +Seychelles,SYC,2002,,,99 +Seychelles,SYC,2003,,,99 +Seychelles,SYC,2004,,,99 +Seychelles,SYC,2005,,,99 +Seychelles,SYC,2006,,,99 +Seychelles,SYC,2007,,,99 +Seychelles,SYC,2008,,,98 +Seychelles,SYC,2009,,,99 +Seychelles,SYC,2010,,,98 +Seychelles,SYC,2011,,,99 +Seychelles,SYC,2012,,,99 +Seychelles,SYC,2013,,,97 +Seychelles,SYC,2014,,,98 +Seychelles,SYC,2015,Africa,,98 +Seychelles,SYC,2016,,,99 +Seychelles,SYC,2017,,,99 +Seychelles,SYC,2018,,,97 +Seychelles,SYC,2019,,,99 +Sierra Leone,SLE,2015,Africa,,60 +Sierra Leone,SLE,2016,,,50 +Sierra Leone,SLE,2017,,,55 +Sierra Leone,SLE,2018,,3.92525476,64 +Sierra Leone,SLE,2019,,,72 +Singapore,SGP,2000,,,98 +Singapore,SGP,2001,,,96 +Singapore,SGP,2002,,,96 +Singapore,SGP,2003,,,96 +Singapore,SGP,2004,,,96 +Singapore,SGP,2005,,,95 +Singapore,SGP,2006,,,96 +Singapore,SGP,2007,,,96 +Singapore,SGP,2008,,,96 +Singapore,SGP,2009,,,95 +Singapore,SGP,2010,,,96 +Singapore,SGP,2011,,,96 +Singapore,SGP,2012,,,95 +Singapore,SGP,2013,,,90 +Singapore,SGP,2014,,,90 +Singapore,SGP,2015,Asia,,90 +Singapore,SGP,2016,,,88 +Singapore,SGP,2017,,,90 +Singapore,SGP,2018,,3.045648006,84 +Singapore,SGP,2019,,,84 +Sint Maarten (Dutch part),SXM,2015,North America,, +Slovakia,SVK,2000,,,99 +Slovakia,SVK,2001,,,99 +Slovakia,SVK,2002,,,99 +Slovakia,SVK,2003,,,99 +Slovakia,SVK,2004,,,98 +Slovakia,SVK,2005,,,98 +Slovakia,SVK,2006,,,99 +Slovakia,SVK,2007,,,98 +Slovakia,SVK,2008,,,99 +Slovakia,SVK,2009,,,99 +Slovakia,SVK,2010,,,99 +Slovakia,SVK,2011,,,99 +Slovakia,SVK,2012,,,99 +Slovakia,SVK,2013,,,99 +Slovakia,SVK,2014,,,98 +Slovakia,SVK,2015,Europe,,98 +Slovakia,SVK,2016,,,97 +Slovakia,SVK,2017,,,97 +Slovakia,SVK,2018,,6.388160352,97 +Slovakia,SVK,2019,,,98 +Slovenia,SVN,2000,,,98 +Slovenia,SVN,2001,,,98 +Slovenia,SVN,2002,,,98 +Slovenia,SVN,2003,,,98 +Slovenia,SVN,2004,,,99 +Slovenia,SVN,2005,,,99 +Slovenia,SVN,2006,,,99 +Slovenia,SVN,2007,,,98 +Slovenia,SVN,2008,,,98 +Slovenia,SVN,2009,,,98 +Slovenia,SVN,2010,,,96 +Slovenia,SVN,2011,,,96 +Slovenia,SVN,2012,,,96 +Slovenia,SVN,2013,,,95 +Slovenia,SVN,2014,,,94 +Slovenia,SVN,2015,Europe,,96 +Slovenia,SVN,2016,,,93 +Slovenia,SVN,2017,,,94 +Slovenia,SVN,2018,,12.28595453,94 +Slovenia,SVN,2019,,,94 +Solomon Islands,SLB,2015,Oceania,, +Solomon Islands,SLB,2018,,,54 +Solomon Islands,SLB,2019,,,54 +Somalia,SOM,2015,Africa,, +Somaliland,OWID_SML,2015,Africa,, +South Africa,ZAF,2000,,,62 +South Africa,ZAF,2001,,,54 +South Africa,ZAF,2002,,,46 +South Africa,ZAF,2003,,,52 +South Africa,ZAF,2004,,,51 +South Africa,ZAF,2005,,,48 +South Africa,ZAF,2006,,,53 +South Africa,ZAF,2007,,,49 +South Africa,ZAF,2008,,,54 +South Africa,ZAF,2009,,,63 +South Africa,ZAF,2010,,,55 +South Africa,ZAF,2011,,,54 +South Africa,ZAF,2012,,,53 +South Africa,ZAF,2013,,,50 +South Africa,ZAF,2014,,,55 +South Africa,ZAF,2015,Africa,,59 +South Africa,ZAF,2016,,,63 +South Africa,ZAF,2017,,,53 +South Africa,ZAF,2018,,8.989362561,50 +South Africa,ZAF,2019,,,54 +South America,,2018,,9, +South Asia,,2018,,2, +South Georgia and the South Sandwich Islands,SGS,2015,South America,, +South Korea,KOR,2000,,,39 +South Korea,KOR,2001,,,67 +South Korea,KOR,2002,,,95 +South Korea,KOR,2003,,,95 +South Korea,KOR,2004,,,99 +South Korea,KOR,2005,,,99 +South Korea,KOR,2006,,,99 +South Korea,KOR,2007,,,99 +South Korea,KOR,2008,,,99 +South Korea,KOR,2009,,,99 +South Korea,KOR,2010,,,98 +South Korea,KOR,2011,,,98 +South Korea,KOR,2012,,,97 +South Korea,KOR,2013,,,95 +South Korea,KOR,2014,,,96 +South Korea,KOR,2015,Asia,,97 +South Korea,KOR,2016,,,97 +South Korea,KOR,2017,,,97 +South Korea,KOR,2018,,7.88782279,97 +South Korea,KOR,2019,,,96 +South Ossetia,OWID_SOS,2015,Asia,, +South Sudan,SSD,2015,Africa,, +South-East Asia,,2000,,,3 +South-East Asia,,2001,,,3 +South-East Asia,,2002,,,3 +South-East Asia,,2003,,,6 +South-East Asia,,2004,,,7 +South-East Asia,,2005,,,6 +South-East Asia,,2006,,,9 +South-East Asia,,2007,,,12 +South-East Asia,,2008,,,14 +South-East Asia,,2009,,,14 +South-East Asia,,2010,,,15 +South-East Asia,,2011,,,35 +South-East Asia,,2012,,,43 +South-East Asia,,2013,,,59 +South-East Asia,,2014,,,59 +South-East Asia,,2015,,,66 +South-East Asia,,2016,,,75 +South-East Asia,,2017,,,79 +South-East Asia,,2018,,,81 +South-East Asia,,2019,,,83 +Southeast Asia,,2018,,7, +Southern Africa,,2018,,9, +Southern Europe,,2018,,10, +Spain,ESP,2004,,,91 +Spain,ESP,2005,,,92 +Spain,ESP,2006,,,94 +Spain,ESP,2007,,,95 +Spain,ESP,2008,,,94 +Spain,ESP,2009,,,90 +Spain,ESP,2010,,,92 +Spain,ESP,2011,,,91 +Spain,ESP,2012,,,90 +Spain,ESP,2013,,,91 +Spain,ESP,2014,,,93 +Spain,ESP,2015,Europe,,94 +Spain,ESP,2016,,,95 +Spain,ESP,2017,,,93 +Spain,ESP,2018,,7.039002198,94 +Spain,ESP,2019,,,94 +Sri Lanka,LKA,2001,,,52 +Sri Lanka,LKA,2002,,,92 +Sri Lanka,LKA,2003,,,90 +Sri Lanka,LKA,2004,,,95 +Sri Lanka,LKA,2005,,,99 +Sri Lanka,LKA,2006,,,98 +Sri Lanka,LKA,2007,,,97 +Sri Lanka,LKA,2008,,,97 +Sri Lanka,LKA,2009,,,97 +Sri Lanka,LKA,2010,,,99 +Sri Lanka,LKA,2011,,,99 +Sri Lanka,LKA,2012,,,99 +Sri Lanka,LKA,2013,,,99 +Sri Lanka,LKA,2014,,,99 +Sri Lanka,LKA,2015,Asia,,99 +Sri Lanka,LKA,2016,,,99 +Sri Lanka,LKA,2017,,,99 +Sri Lanka,LKA,2018,,7.046222648,99 +Sri Lanka,LKA,2019,,,99 +Sudan,SDN,2012,,,24 +Sudan,SDN,2013,,,57 +Sudan,SDN,2014,,,61 +Sudan,SDN,2015,Africa,,69 +Sudan,SDN,2016,,,69 +Sudan,SDN,2017,,,72 +Sudan,SDN,2018,,,72 +Sudan,SDN,2019,,,74 +Suriname,SUR,2013,,,33 +Suriname,SUR,2014,,,33 +Suriname,SUR,2015,South America,,43 +Suriname,SUR,2016,,,58 +Suriname,SUR,2017,,,56 +Suriname,SUR,2018,,,54 +Suriname,SUR,2019,,,58 +Svalbard and Jan Mayen,SJM,2015,Europe,, +Swaziland,SWZ,2002,,,99 +Swaziland,SWZ,2003,,,99 +Swaziland,SWZ,2004,,,99 +Swaziland,SWZ,2005,,,99 +Swaziland,SWZ,2006,,,99 +Swaziland,SWZ,2007,,,99 +Swaziland,SWZ,2008,,,99 +Swaziland,SWZ,2009,,,99 +Swaziland,SWZ,2010,,,99 +Swaziland,SWZ,2011,,,92 +Swaziland,SWZ,2012,,,52 +Swaziland,SWZ,2013,,,89 +Swaziland,SWZ,2014,,,89 +Swaziland,SWZ,2015,Africa,,83 +Swaziland,SWZ,2016,,,76 +Swaziland,SWZ,2017,,,70 +Swaziland,SWZ,2018,,10.09214205,75 +Swaziland,SWZ,2019,,,75 +Sweden,SWE,2000,,,94 +Sweden,SWE,2001,,,94 +Sweden,SWE,2002,,,94 +Sweden,SWE,2003,,,95 +Sweden,SWE,2004,,,95 +Sweden,SWE,2005,,,95 +Sweden,SWE,2006,,,95 +Sweden,SWE,2007,,,95 +Sweden,SWE,2008,,,94 +Sweden,SWE,2009,,,95 +Sweden,SWE,2010,,,94 +Sweden,SWE,2011,,,95 +Sweden,SWE,2012,,,95 +Sweden,SWE,2013,,,95 +Sweden,SWE,2014,,,95 +Sweden,SWE,2015,Europe,,95 +Sweden,SWE,2016,,,95 +Sweden,SWE,2017,,,95 +Sweden,SWE,2018,,12.27445226,95 +Sweden,SWE,2019,,,95 +Switzerland,CHE,2005,,,71 +Switzerland,CHE,2006,,,71 +Switzerland,CHE,2007,,,71 +Switzerland,CHE,2008,,,83 +Switzerland,CHE,2009,,,83 +Switzerland,CHE,2010,,,83 +Switzerland,CHE,2011,,,86 +Switzerland,CHE,2012,,,86 +Switzerland,CHE,2013,,,86 +Switzerland,CHE,2014,,,87 +Switzerland,CHE,2015,Europe,,87 +Switzerland,CHE,2016,,,87 +Switzerland,CHE,2017,,,90 +Switzerland,CHE,2018,,21.54384886,90 +Switzerland,CHE,2019,,,90 +Syria,SYR,2000,,,80 +Syria,SYR,2001,,,83 +Syria,SYR,2002,,,84 +Syria,SYR,2003,,,83 +Syria,SYR,2004,,,82 +Syria,SYR,2005,,,81 +Syria,SYR,2006,,,81 +Syria,SYR,2007,,,81 +Syria,SYR,2008,,,81 +Syria,SYR,2009,,,82 +Syria,SYR,2010,,,82 +Syria,SYR,2011,,,71 +Syria,SYR,2012,,,53 +Syria,SYR,2013,,,51 +Syria,SYR,2014,,,49 +Syria,SYR,2015,Asia,,47 +Syria,SYR,2016,,,52 +Syria,SYR,2017,,,59 +Syria,SYR,2018,,,54 +Syria,SYR,2019,,,54 +Taiwan,TWN,2015,Asia,, +Taiwan,TWN,2018,,17.03331984, +Tajikistan,TJK,2000,,,59 +Tajikistan,TJK,2001,,,72 +Tajikistan,TJK,2002,,,93 +Tajikistan,TJK,2003,,,94 +Tajikistan,TJK,2004,,,98 +Tajikistan,TJK,2005,,,92 +Tajikistan,TJK,2006,,,96 +Tajikistan,TJK,2007,,,90 +Tajikistan,TJK,2008,,,87 +Tajikistan,TJK,2009,,,93 +Tajikistan,TJK,2010,,,95 +Tajikistan,TJK,2011,,,96 +Tajikistan,TJK,2012,,,97 +Tajikistan,TJK,2013,,,92 +Tajikistan,TJK,2014,,,98 +Tajikistan,TJK,2015,Asia,,94 +Tajikistan,TJK,2016,,,97 +Tajikistan,TJK,2017,,,98 +Tajikistan,TJK,2018,,0.892688266,97 +Tajikistan,TJK,2019,,,97 +Tanzania,TZA,2014,,,29 +Tanzania,TZA,2015,Africa,,53 +Tanzania,TZA,2016,,,63 +Tanzania,TZA,2017,,,67 +Tanzania,TZA,2018,,2.29331399,68 +Tanzania,TZA,2019,,,72 +Thailand,THA,2000,,,99 +Thailand,THA,2001,,,86 +Thailand,THA,2002,,,89 +Thailand,THA,2003,,,92 +Thailand,THA,2004,,,95 +Thailand,THA,2005,,,95 +Thailand,THA,2006,,,94 +Thailand,THA,2007,,,94 +Thailand,THA,2008,,,91 +Thailand,THA,2009,,,91 +Thailand,THA,2010,,,91 +Thailand,THA,2011,,,91 +Thailand,THA,2012,,,91 +Thailand,THA,2013,,,94 +Thailand,THA,2014,,,94 +Thailand,THA,2015,Asia,,95 +Thailand,THA,2016,,,95 +Thailand,THA,2017,,,95 +Thailand,THA,2018,,3.004244503,87 +Thailand,THA,2019,,,87 +Timor,TLS,2015,Asia,, +Timor,TLS,2016,,,30 +Timor,TLS,2017,,,57 +Timor,TLS,2018,,,54 +Timor,TLS,2019,,,80 +Togo,TGO,2015,Africa,, +Togo,TGO,2018,,25.01030975, +Togo,TGO,2019,,,67 +Tokelau,TKL,2015,Oceania,, +Tonga,TON,2003,,,96 +Tonga,TON,2004,,,99 +Tonga,TON,2005,,,98 +Tonga,TON,2006,,,99 +Tonga,TON,2007,,,99 +Tonga,TON,2008,,,98 +Tonga,TON,2009,,,98 +Tonga,TON,2010,,,98 +Tonga,TON,2011,,,99 +Tonga,TON,2012,,,95 +Tonga,TON,2013,,,99 +Tonga,TON,2014,,,92 +Tonga,TON,2015,Oceania,,99 +Tonga,TON,2016,,,99 +Tonga,TON,2017,,,99 +Tonga,TON,2018,,,99 +Tonga,TON,2019,,,99 +Transnistria,OWID_TRS,2015,Europe,, +Trinidad and Tobago,TTO,2001,,,80 +Trinidad and Tobago,TTO,2002,,,77 +Trinidad and Tobago,TTO,2003,,,73 +Trinidad and Tobago,TTO,2004,,,78 +Trinidad and Tobago,TTO,2005,,,84 +Trinidad and Tobago,TTO,2006,,,78 +Trinidad and Tobago,TTO,2007,,,87 +Trinidad and Tobago,TTO,2008,,,81 +Trinidad and Tobago,TTO,2009,,,80 +Trinidad and Tobago,TTO,2010,,,82 +Trinidad and Tobago,TTO,2011,,,83 +Trinidad and Tobago,TTO,2012,,,85 +Trinidad and Tobago,TTO,2013,,,86 +Trinidad and Tobago,TTO,2014,,,93 +Trinidad and Tobago,TTO,2015,North America,,79 +Trinidad and Tobago,TTO,2016,,,65 +Trinidad and Tobago,TTO,2017,,,90 +Trinidad and Tobago,TTO,2018,,,92 +Trinidad and Tobago,TTO,2019,,,92 +Tunisia,TUN,2000,,,98 +Tunisia,TUN,2001,,,99 +Tunisia,TUN,2002,,,98 +Tunisia,TUN,2003,,,99 +Tunisia,TUN,2004,,,99 +Tunisia,TUN,2005,,,99 +Tunisia,TUN,2006,,,98 +Tunisia,TUN,2007,,,98 +Tunisia,TUN,2008,,,99 +Tunisia,TUN,2009,,,97 +Tunisia,TUN,2010,,,98 +Tunisia,TUN,2011,,,97 +Tunisia,TUN,2012,,,96 +Tunisia,TUN,2013,,,98 +Tunisia,TUN,2014,,,91 +Tunisia,TUN,2015,Africa,,94 +Tunisia,TUN,2016,,,91 +Tunisia,TUN,2017,,,91 +Tunisia,TUN,2018,,5.060910814,92 +Tunisia,TUN,2019,,,93 +Turkey,TUR,2001,,,91 +Turkey,TUR,2002,,,83 +Turkey,TUR,2003,,,97 +Turkey,TUR,2004,,,97 +Turkey,TUR,2005,,,98 +Turkey,TUR,2006,,,84 +Turkey,TUR,2007,,,94 +Turkey,TUR,2008,,,92 +Turkey,TUR,2009,,,88 +Turkey,TUR,2010,,,91 +Turkey,TUR,2011,,,86 +Turkey,TUR,2012,,,85 +Turkey,TUR,2013,,,98 +Turkey,TUR,2014,,,88 +Turkey,TUR,2015,Asia,,86 +Turkey,TUR,2016,,,85 +Turkey,TUR,2017,,,86 +Turkey,TUR,2018,,5.890945262,87 +Turkey,TUR,2019,,,88 +Turkmenistan,TKM,2000,,,92 +Turkmenistan,TKM,2001,,,94 +Turkmenistan,TKM,2002,,,87 +Turkmenistan,TKM,2003,,,89 +Turkmenistan,TKM,2004,,,90 +Turkmenistan,TKM,2005,,,98 +Turkmenistan,TKM,2006,,,99 +Turkmenistan,TKM,2007,,,98 +Turkmenistan,TKM,2008,,,99 +Turkmenistan,TKM,2009,,,99 +Turkmenistan,TKM,2010,,,99 +Turkmenistan,TKM,2011,,,99 +Turkmenistan,TKM,2012,,,99 +Turkmenistan,TKM,2013,,,99 +Turkmenistan,TKM,2014,,,99 +Turkmenistan,TKM,2015,Asia,,99 +Turkmenistan,TKM,2016,,,99 +Turkmenistan,TKM,2017,,,99 +Turkmenistan,TKM,2018,,4.851585638,99 +Turkmenistan,TKM,2019,,,99 +Turks and Caicos Islands,TCA,2015,North America,, +Tuscany,OWID_TUS,2015,Europe,, +Tuvalu,TUV,2001,,,99 +Tuvalu,TUV,2002,,,97 +Tuvalu,TUV,2003,,,93 +Tuvalu,TUV,2004,,,90 +Tuvalu,TUV,2005,,,86 +Tuvalu,TUV,2006,,,83 +Tuvalu,TUV,2007,,,74 +Tuvalu,TUV,2008,,,82 +Tuvalu,TUV,2009,,,84 +Tuvalu,TUV,2010,,,87 +Tuvalu,TUV,2011,,,90 +Tuvalu,TUV,2012,,,93 +Tuvalu,TUV,2013,,,84 +Tuvalu,TUV,2014,,,91 +Tuvalu,TUV,2015,Oceania,,86 +Tuvalu,TUV,2016,,,92 +Tuvalu,TUV,2017,,,94 +Tuvalu,TUV,2018,,,81 +Tuvalu,TUV,2019,,,92 +Two Sicilies,OWID_SIC,2015,Europe,, +USSR,OWID_USS,2015,Europe,, +Uganda,UGA,2015,Africa,, +Uganda,UGA,2018,,8.528302665, +Ukraine,UKR,2000,,,99 +Ukraine,UKR,2001,,,98 +Ukraine,UKR,2002,,,98 +Ukraine,UKR,2003,,,99 +Ukraine,UKR,2004,,,97 +Ukraine,UKR,2005,,,96 +Ukraine,UKR,2006,,,98 +Ukraine,UKR,2007,,,96 +Ukraine,UKR,2008,,,95 +Ukraine,UKR,2009,,,68 +Ukraine,UKR,2010,,,41 +Ukraine,UKR,2011,,,56 +Ukraine,UKR,2012,,,54 +Ukraine,UKR,2013,,,54 +Ukraine,UKR,2014,,,57 +Ukraine,UKR,2015,Europe,,57 +Ukraine,UKR,2016,,,31 +Ukraine,UKR,2017,,,84 +Ukraine,UKR,2018,,15.26527319,90 +Ukraine,UKR,2019,,,92 +United Arab Emirates,ARE,2000,,,92 +United Arab Emirates,ARE,2001,,,92 +United Arab Emirates,ARE,2002,,,92 +United Arab Emirates,ARE,2003,,,92 +United Arab Emirates,ARE,2004,,,92 +United Arab Emirates,ARE,2005,,,94 +United Arab Emirates,ARE,2006,,,93 +United Arab Emirates,ARE,2007,,,93 +United Arab Emirates,ARE,2008,,,92 +United Arab Emirates,ARE,2009,,,93 +United Arab Emirates,ARE,2010,,,94 +United Arab Emirates,ARE,2011,,,95 +United Arab Emirates,ARE,2012,,,96 +United Arab Emirates,ARE,2013,,,98 +United Arab Emirates,ARE,2014,,,99 +United Arab Emirates,ARE,2015,Asia,,99 +United Arab Emirates,ARE,2016,,,99 +United Arab Emirates,ARE,2017,,,99 +United Arab Emirates,ARE,2018,,4.379337596,99 +United Arab Emirates,ARE,2019,,,99 +United Kingdom,GBR,2000,,,76 +United Kingdom,GBR,2001,,,74 +United Kingdom,GBR,2002,,,74 +United Kingdom,GBR,2003,,,77 +United Kingdom,GBR,2004,,,76 +United Kingdom,GBR,2005,,,75 +United Kingdom,GBR,2006,,,75 +United Kingdom,GBR,2007,,,74 +United Kingdom,GBR,2008,,,75 +United Kingdom,GBR,2009,,,79 +United Kingdom,GBR,2010,,,84 +United Kingdom,GBR,2011,,,85 +United Kingdom,GBR,2012,,,87 +United Kingdom,GBR,2013,,,88 +United Kingdom,GBR,2014,,,89 +United Kingdom,GBR,2015,Europe,,89 +United Kingdom,GBR,2016,,,89 +United Kingdom,GBR,2017,,,88 +United Kingdom,GBR,2018,,8.731762141,88 +United Kingdom,GBR,2019,,,87 +United Korea,OWID_KRU,2015,Asia,, +United States,USA,2000,,,85 +United States,USA,2001,,,86 +United States,USA,2002,,,86 +United States,USA,2003,,,86 +United States,USA,2004,,,86 +United States,USA,2005,,,86 +United States,USA,2006,,,86 +United States,USA,2007,,,86 +United States,USA,2008,,,87 +United States,USA,2009,,,88 +United States,USA,2010,,,89 +United States,USA,2011,,,90 +United States,USA,2012,,,91 +United States,USA,2013,,,91 +United States,USA,2014,,,92 +United States,USA,2015,North America,,93 +United States,USA,2016,,,94 +United States,USA,2017,,,94 +United States,USA,2018,,11.08898779,94 +United States,USA,2019,,,95 +United States Minor Outlying Islands,UMI,2015,Oceania,, +United States Virgin Islands,VIR,2015,North America,, +Uruguay,URY,2013,,,92 +Uruguay,URY,2014,,,93 +Uruguay,URY,2015,South America,,93 +Uruguay,URY,2016,,,92 +Uruguay,URY,2017,,,92 +Uruguay,URY,2018,,10.75892578,91 +Uruguay,URY,2019,,,99 +Uzbekistan,UZB,2000,,,98 +Uzbekistan,UZB,2001,,,98 +Uzbekistan,UZB,2002,,,97 +Uzbekistan,UZB,2003,,,98 +Uzbekistan,UZB,2004,,,99 +Uzbekistan,UZB,2005,,,81 +Uzbekistan,UZB,2006,,,63 +Uzbekistan,UZB,2007,,,44 +Uzbekistan,UZB,2008,,,26 +Uzbekistan,UZB,2009,,,8 +Uzbekistan,UZB,2010,,,54 +Uzbekistan,UZB,2011,,,99 +Uzbekistan,UZB,2012,,,99 +Uzbekistan,UZB,2013,,,99 +Uzbekistan,UZB,2014,,,99 +Uzbekistan,UZB,2015,Asia,,99 +Uzbekistan,UZB,2016,,,99 +Uzbekistan,UZB,2017,,,99 +Uzbekistan,UZB,2018,,3.322893256,99 +Uzbekistan,UZB,2019,,,99 +Vanuatu,VUT,2015,Oceania,, +Vatican,VAT,2015,Europe,, +Venezuela,VEN,2009,,,6 +Venezuela,VEN,2010,,,31 +Venezuela,VEN,2011,,,26 +Venezuela,VEN,2012,,,33 +Venezuela,VEN,2013,,,38 +Venezuela,VEN,2014,,,50 +Venezuela,VEN,2015,South America,,52 +Venezuela,VEN,2016,,,53 +Venezuela,VEN,2017,,,59 +Venezuela,VEN,2018,,4.056766995,39 +Venezuela,VEN,2019,,,13 +Vietnam,VNM,2007,,,18 +Vietnam,VNM,2008,,,97 +Vietnam,VNM,2009,,,96 +Vietnam,VNM,2010,,,98 +Vietnam,VNM,2011,,,93 +Vietnam,VNM,2012,,,83 +Vietnam,VNM,2013,,,86 +Vietnam,VNM,2014,,,94 +Vietnam,VNM,2015,Asia,,92 +Vietnam,VNM,2016,,,95 +Vietnam,VNM,2017,,,93 +Vietnam,VNM,2018,,8.115222817,90 +Vietnam,VNM,2019,,,92 +Wallis and Futuna,WLF,2015,Oceania,, +West Germany,OWID_GFR,2015,Europe,, +Western Africa,,2018,,8, +Western Europe,,2018,,22, +Western Pacific,,2000,,,2 +Western Pacific,,2001,,,2 +Western Pacific,,2002,,,3 +Western Pacific,,2003,,,3 +Western Pacific,,2004,,,4 +Western Pacific,,2005,,,65 +Western Pacific,,2006,,,72 +Western Pacific,,2007,,,72 +Western Pacific,,2008,,,82 +Western Pacific,,2009,,,87 +Western Pacific,,2010,,,87 +Western Pacific,,2011,,,89 +Western Pacific,,2012,,,89 +Western Pacific,,2013,,,90 +Western Pacific,,2014,,,91 +Western Pacific,,2015,,,91 +Western Pacific,,2016,,,91 +Western Pacific,,2017,,,91 +Western Pacific,,2018,,,91 +Western Pacific,,2019,,,91 +Western Sahara,ESH,2015,Africa,, +World,OWID_WRL,2000,,,18 +World,OWID_WRL,2001,,,20 +World,OWID_WRL,2002,,,20 +World,OWID_WRL,2003,,,21 +World,OWID_WRL,2004,,,22 +World,OWID_WRL,2005,,,33 +World,OWID_WRL,2006,,,35 +World,OWID_WRL,2007,,,36 +World,OWID_WRL,2008,,,38 +World,OWID_WRL,2009,,,41 +World,OWID_WRL,2010,,,42 +World,OWID_WRL,2011,,,48 +World,OWID_WRL,2012,,,51 +World,OWID_WRL,2013,,,56 +World,OWID_WRL,2014,,,59 +World,OWID_WRL,2015,,,63 +World,OWID_WRL,2016,,,67 +World,OWID_WRL,2017,,,68 +World,OWID_WRL,2018,,7,69 +World,OWID_WRL,2019,,,71 +Wuerttemburg,OWID_WRT,2015,Europe,, +Yemen,YEM,2005,,,21 +Yemen,YEM,2006,,,26 +Yemen,YEM,2007,,,32 +Yemen,YEM,2008,,,35 +Yemen,YEM,2009,,,38 +Yemen,YEM,2010,,,43 +Yemen,YEM,2011,,,46 +Yemen,YEM,2012,,,40 +Yemen,YEM,2013,,,47 +Yemen,YEM,2014,,,45 +Yemen,YEM,2015,Asia,,41 +Yemen,YEM,2016,,,49 +Yemen,YEM,2017,,,46 +Yemen,YEM,2018,,3.062775585,46 +Yemen,YEM,2019,,,46 +Yemen Arab Republic,OWID_YAR,2015,Asia,, +Yemen People's Republic,OWID_YPR,2015,Asia,, +Yugoslavia,OWID_YGS,2015,Europe,, +Zambia,ZMB,2014,,,33 +Zambia,ZMB,2015,Africa,,47 +Zambia,ZMB,2016,,,58 +Zambia,ZMB,2017,,,64 +Zambia,ZMB,2018,,10.27586541,65 +Zambia,ZMB,2019,,,66 +Zanzibar,OWID_ZAN,2015,Africa,, +Zimbabwe,ZWE,2015,Africa,, +Zimbabwe,ZWE,2016,,,63 +Zimbabwe,ZWE,2017,,,78 +Zimbabwe,ZWE,2018,,3.765832379,78 +Zimbabwe,ZWE,2019,,,75 +Ã…land Islands,ALA,2015,Europe,, \ No newline at end of file diff --git a/vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccine_coverage.pdf b/vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccine_coverage.pdf new file mode 100644 index 0000000000000000000000000000000000000000..0ac4be25e5ce56a49a3e7b2a348c2a01eb04a3c6 GIT binary patch literal 88970 zcmagF1DGXCw?gesljbbN7=^W~|U! zvEqFrA|qpyD~gKKG10TblkeLL1X zKY$Jn#{beGYG&eKYNlx9Z07>dDB@u2W@qn0#KxfLY-Va@;_Bc`#Kg?c&meAP>uToA zAZ}~qYW8;#1}RY;UPe(-F-}%?Rz`MaHWpSUCQ)WC7Dh&4Hg_rDs-#h~oq;0o}tGlksUmY<%Y4bsUeb~p|PPMHwX!Kd#@>1q-h!?MRSnk0f%HE{Es)p6h2TA zt$RT-AE3xRd(dyzguUh;K;H1<{W55ou#LryNHAPx`nADsf|5Kh+r z>JSkkCMJ%5^*0d{3l{(eOpE|9{NooU76ug}7S8{pp@xP?=7xspJ%C@SZciW#R?v^I zpaNhmS*&PmtOe{RYz)T@@BFo z0iY#k=4xbWhjibfV@vPQ;cwk`k^u>J3- zKN82^9S$gG;;QOwX7(2jm{|Ub{j2vy0M*z!So|0G0aO8`{$q-WgT1Sny{n53JKJAn z01*1)cV)oyFFk-K`#>iiMenV5+)d|Aj}L1|4klMRTcm-{$`1)Dk~uTSM`8A zY=H1z6#~NSfbd`L0H{@Tb}&&fbJbx0j7kiuW}dD93IW*m#}Fb$29>`Y|96920J5r) zu?vIB-@NQmt&HmUmhhjfmZXL`_CjsQr3rF)RfYdef$sPO=o? z*L3MStw*N|f)y$g(-kf=5d!#fk2u0@cOjT9wvJZ=k^oB)`ZNil+n z4k;Ib*o)V7q2gHu)a3Z$QcOw~fr;?!%4CG0 zBli1#!}(Z>JdoIzvh;VLv~~y8I7}%JEIl5|kp32r!^1D4Ev26?G;Hkf-!+o4IU)%Q1TTy4+%(^RnftAB zX3=Mt4HbVlby(d6Jbi@kdnXtr>mc63G}C`mvzO|nt8%0%-Bzcxo}%leSz}M^LDaBv zJ89Th%Q1_NQ^$+<2tM%#`eNivQ40PQkbJ3z%gb ztNz<={-Wc@(nHw6jSDs1Z|4E&V5G0lFvM%VQ z%;xWBCpTd%=Jc>&mfTc|%o!%7x@n&6XxWx_X<(G^+FT%$X&~^S7<<4QOE-(0UBK2t zI}q%^3>9NMh7R^rXt07rE5jXCgBPrPuzv515EE+0uI1vL!J`wY^5e6waeO)DHX@L56(LD7ce$U^Ve zwj@P+FAysvtTL50ep>BBsfl1%w_3SQ3itN$cx~yzh=_P!xqd}8vMliT^lrg;A097x z9gaKFsCdoU;RXAaf5ktisHBUBUnOrDx}a#jFjomF{iUc5t6DUPE3Q7FyG3?TlP+Ib z*#gJ&4)6IU7uQ&(J~Yeriv@nh{T#%m7K$#91vQm-^ZylM}6?SH#!w9 z_-kj3Yh^eE$1(K|B`KOnGBT0Qe<4}^fn<%2WIF-LJ`|!|6rznQzlbFtD@UJwFtd-N z*x8af*$`WRt8h`gl%7go2P?yqzLGpKZfZd@=H}+VV6DvzE8}_u)@4RLlg!!3xIL2Y zXe!TGN4bWD7ORF9FAFnd4I?2QMp_YETNmt2OYT?7;EeAK%j4?XBqxDR z=6l6WchsYK47hRuclG1kmLgD-qL7^wgxKUiSF{c{)kWT}$8kfCC+Xx9(H)9uUoc#j z@?EYfO_i0NouLWSPbRGSWmwq>@Wyg*_Mu?yMi5+;ptz!3^}O7sVW~GCN_*Y_hI}%* zq#4Y>wJvHda*^BOP*R@WZ+Sf<%8n*q7}aSwnK7^`F!0h~_N!-g>LY`7^OPu}ul`)q_^1%Uv*&!=j8dxV5xkH<0W5_^Zs z3mg84dbRw6xg^)ovH9)?(eFoFnQBUz5Bigv#fUZYryS~)Wy1-#uTsHN$|umb7OcBB z-m-c4Rh2a+(&Mvf-<|B+8zQ`|9CEtf{JmaI$9%i%uo`tB%w3ztO1LXK5PrtNtBFc% z4%1m0*J1EP_cmnonADz6{eq(F2!f4UhfM$yF~RI79l3&HVRdI^y(on~tYDI-^x86D2;8krC%8eS0CxS2lOmYL+egoRWkSC(*_KtgZ7ns4|Z{tWbJ2;5OXjIKl?~4XP{_0dST+$0g|vuGa%v$ ziiXvlhV?>|E8q|}e~Dawb(B{-eWZmm%VjeyCi?>JP4}pMgG*VH_UvGP%F%Sai{i>s@b>+&3}6<-AF}{b)JXym zD3A+fvB7Lo>}GOwb=B+3x_LZpSAdx zP2H|G%C0RAqfnnoV(q|3bRyn*|YMFpgXS~@4lsu(6Q9(hTn2y@zSoH z@mbPC%6bKb#M%euU?^mg*h}g-v+R2XMZzl#9S08+hpYbPPt(MU=+S_#rRC)BuXJCj zIeUEqzw!rCfR2m%*@s&>v-}sp*#AWQL0rA?Zg}#~&FCm@e13zSF=?%Y^Jz>{?=z)5 zcx6jaw8gDZ3Pz(U>O6Q!O&f7bP~=sj&_;;RMtDN2W<=~n_K4}MjvJ*E()HGm!`?%A zN_FBa&8REQI9F}4KGGytW3xWeOjqNuUs3m85_0sw+`y z=iRZ@#Wa5SGDJpIk7Y5|AR? zhmAjIweBYlsKv-%kf<%I_Ktz#d)3}mM6A&oU!xXJIdDx#YKBsZmpCc-=d3KIL|g#Z z_48v+yMe&tQ1M;uN?ZZQRBSV7!bfUUkAO<)HPH3+TR!?2FIcT|wfP$p-lQpt*6=4Z zKe-~!L1;uD-&^?UDnn-5JU7362zb;93cg{y-M>v%PT#l?NJw8_P(Uee4`z-c-_JMh^eX^T{Hb? zxCjfmWaf$}Ohi$bs-m!x>oC$J;Dr}pTjTqTyb{+(*&xmS#W$(tN@=GLayTsE7Y08k3?VtauOk}2 zwC)p?({@O~Rj*SBq9!WO^&ZhymRIA8WPNCt7ra_6|h$lCrwe zy!5saz1uw!cziI3gb;8+ZjYQ|&$7}M6_w!`l_MG&CkzZ04-A$Y8Z@mFI?Mt=r9l&w zr$X!KT3v_EaIN-G_?U*?Z^ln>ETD(ns{DWD&Yz8%|B*ZFT zUT=$uKdr-pR2P{j47*~b(MCl^Pkkq3`57Sb;Bl_*s{xfLhKDcH_P}LH5s`<68xv*H zScGMv!ZsOhs-F|lzopm6Z^_7WI?tl>lZ%>hz_eg!h?#JU@ul2=?Z7;dUBOw1kiEz@ z1V$&@z~#qlnm*6%wv$76yVde}_uI?+&22<$>k8k6z*@$Sf>yvxa_Pw-*XzlGA3ob; zt^3KkOT3zkWak*pPL;&YDT<3G zjfv>TgT`QmoRl6Y#1(^SJ)$_L7P#xOo6;^U+yf0MPfhMOV|{V-yEqt7;2XNq_z7-t=IIM-%}mpqW=J)5 z=bwn@uL^kc(u>;NEg0WFWHBm0p`8UqKfSq1=n{#dQ z68xLF%DYSs)|*_7B`x-@8aU4FSCb~(Gbmiu#czp5eyOGO1eIbwt-}shxgWm%ad{<$ z_T2v$G5cmm`t~^>Kvi8IL&GC`bh9ZFc6H8)hZS3AOKafZ|431h@#!$$ms`n!P1$e#+4Ft(8hkS-`; z5#tZ|}eh0Rye}XaD^Y@uwTP}J`H{K6VdcF8R=p&-9*CJL?XDt zr+j^oZ;Rsb?mpzPT*XcAd#5TT2ABn~DdKCG$xt6L?LR62W&=zJ72^zr3@sV$%Stp_ zjo-NBtJ{|0er1%FXn8sRA8FLC358zc2naYsOmAd+AR5RkPITc3A2yr9}zY2BJ(KXu)OR zP`DL4x;Sjp5vVzcndh5jTHOeEucDf6@`|(B@FluECu? zOYCaVpZt^Xwzh!nISY5QW!^(0!{8LYA4%84>-kb& zw7A?N0>#1RpU%$>18kL3x=UMjDXFK?4;6VVM|MtS{EHQ$*Tc`Q_WZZU|6Ou{E;r_31>gekda$*ZxH)zfe zcVinJmuTXX(cv^oF3xK-*U`9=+LGeD9wP-_aEu&J>5fjy>>H^#N`-h>F}d1|u0|E?R)s9(tHSCz@^FspWKW3p{$da8@W1$nN&35>eIO5D_Cf9+1)S7`H) zt#50$h)!RGw3Z=G$I=A1mF~C^*T2&V^tj=*M?iye0E754@Cb3_7^4;RB%b@|i`b25 zSte`(n(s$C^KInKW~*gH!E#yB99RhA0t3uwjjP2nVX{3ODoTtNSlTY}5)pz77*&?3x>gyd-tY$>U+fBWlEs%hQ4>pM|b5yD%L24#` z^vmI(z0_%>vS1vx;nH%xlqIK8!_~Z@!jfy`M~Y^nU?3_Rymh+Y9TEep{$h0WUb*oX zhR7yG&o{zb(@0~2#V+c)azfB#$m)Q@bzc!=hHUV`d)Hx9A)$5lYtt?MTj7Kn_Vcmd z0VuL3MqGoIHk?No=ppE!`g4+4cvu{a*FrcFCLsG>r22)TyGS(9)KCi6-@Uf6QV2UF ztU6A`m0lFo^(`F+`d@-jReUV3lbviC<0tP~nZ>%M@kY-aA;rHLQgWqGeko)7@Lq@P zx;V8xlF~nddp|K{COd9RH4)1N6JyLiXiqAmGHZz3-?kKz0wSoJDiEtIpsu7NGj90pTS;0JX(vbO!JqwLpFXTqevjJe`GvpjU|8Jw^UtePX z$CVEgCnMv3j+RLpqw&ARkvdOlUL+~{F?@{bt-!cUhobNYhQQQ)Yh7{&79*nu)LSI6 z0{qI`TCK<+nIL8yD~uO>YA_(kbl)2#t%{}K0xpPT%63FyrjRpoy!AhJaMy*B2kqHKEw9U= zfgxsdhVdRKh^7zW`0`EoSy*DV_Jd9KYLCW>#@2}{EY@tUCk~!2?364RKTG;Q89iTo zoP%~;4HE`<2l9+BL?er<>l`N4&Qd2Hp@CFDqk;l`L_*7(h$+)s4Iu|_nRKlrB@;hB zn4Y|ie%+iHJ;S|8b72#!)GasZ*@~5luL;!rEFD`!+Y`xXE^Z~IRpH(FvG=2&)*Asx z{(9K&jr41(Z&9o{_SLuvIBU#2_#1v3xDNlgU*Fs}^f|H={x*eP6Fd2$^YnL@5l=yD z7q|k}pHC_gBt0{?;drtep#jzY_aF12^p-<&)#(mDwYsd06H_ z&{~50ke3$%{s>VnRNe%})IO=G{mn#<9b&pl^ePNd^Vq%+Xw@nSC5k5g$*(>#gB}ZfK1P;3+$=d&H0y!UeL2#Lpy5RC?wYQTaxD*(> zWFXl^+w&r|5yZmUOLJ5z+#xyZf*SU|fF;jhzCxH)HRu27;{!#CUMWPU=xbCM0un|_ z+VO=XTtmOLM}Kcb;&W{&Mn2pW`gz6OQZpjgW#rOu9h))!)6N9PxOva$zQtE_-}9I$ z))R=*V5aSTLSHa~}V( z*eeV(+d}jT?6!?0zh;;ijgL69kTnY!&ydR`O+UFbZ)!o%Bflo*rrazjyGGldRb$PJ zHbh5WEK~nioUY0DR6BX*9|V$Am@_GAv_GfC7)2Vlw&InFToWFWB}ull-w2B&zZ7Ll zfgd;N$(@z{2)W1Ufh}zL3VTx@Y;hw|gW+qcQJ~$y_9L$q8{CC$rzMw~^=kV)(H4SE zw~R8B3gY_7-fo6ARugY+W|Gb3xMx*x2I(tq0^dF_u4Po!Z#?)vo5HFJsfNUMu9ln05OlTwt&1 z75N_b$ZSa~F-&%BuOlYB;w*o}7fzhIY_$#4)ZuDC%|LTM%E@_!$ptdjsJZK2gKdF!^4ZbJ2L@qCr)m@Qnbeus zMo*P^bA!|D{oJ-Y?k|ka1Hqa_z!MO<=E>NBsDVQBnauYNI{4^((V)U z)7zL?=PB?xIByPb-3qHR0gVfQy*a#fHMR{Y7LMFc5@mEBq z71ob}(68nylMt^ZhD%NISv4u+x6iU1gW>!ub9I+;lXb1S(uNB1iM3gMl#-}ydicy3 znJH>3w6OJ)?S3*I=Xui?Rw*zsWhk9)f)>BCCCg@RPGZi?({_n1X@j9lUccxNyM(Q~ zLRLn~>3?H80eoF_xl$#d=s6;QNUA`ox8Guk-aD`O43C;@+ST$AS_Wc1Jc*SXB0bz- z7r9)n+AgX5@F!MCQ7#rouBv+X(OPzCZ1$R^z1^Kv6>9~4HAo4uFExS2{C*BatE$1Q zmTL1E`wGX2EImsbBnQ!ipY`RFNg}*l^|mou&)-geYLF~^P#QGgCl+*BXHL!}4!hsb z(EItlb*(R{`ENmHThNOK0oX-SToJ}hVz_TR--l#lz;J#YIK}{{Si@jbRZ+_>z_GKu zp(rah#hmXv!qzAcrU{n>2MN!q3Jo=96=zaG|3J!?`Z}{l{QPGpp&f@Gbj_gQ%Iim5G_Mgz&$eNBif4BlDl5hw?-$|25BAZe*r-sH!euL`-*jc;`(r z{=)W7q-PAgqbI@#Q^GQbz#0SUhm*67EEN<*Mg|u9ni~jQkSAFgX-rI2YKSO_q-e|- zU0P}?z9{YM<#oBg|2W*axoUCg^0?xY(?}0Qra(x~0GCHK(5hgKH`wj%* z83_9OV zAGFv`cE|Z7I_cUv+BoUhY5q#3pKVVZ~QUY0vvQJ7H5cCm3REG%&?cq!jna=T9hxZmLYuK7r> z-MdpGF2>ct4<|6^4cqy*kZ@wOcAcF5? zU>0-Naz5sOzrR*HMm>F-ihIR7M8T4^fPTh~vDvYKo(TjZ14bVKMb8Cx4I*X)Rqw&z z1mXAz@)Trh`bE`5G<_-dLl$>2}~&n$q7#%IKIW*0(}t( zX$Te@a%c$A0ep)DW<<;^8nj2OCJDX3xq^DFQtZeK`(pq&1CD8Wc5cqI`yWQd*MCt_qt+CB+(qA*D=<%k9%JxK;3LK{L#@J+%YjgxccOfu;}Z5c1ex zf4%aA;>*_s8vrU0p92_MU7_4V4TV9BSn`5rgj+;CB|XK+P!^&V2Y^UYTcR|Dc;!2U z@yNSKN59@l(HBa7|Jsn~8tR(uns65_OJS3UKZ_yr7&G*~ek2m#T5+ky0^4^qX zDkbt+dM2uCVHAck@?)}Ab!Le=-J8Na_)#nBj-;lf7&H~@5Y^;)>N2A;Evx8;vW6Vj zI@em)#5=WPDeTJFrq~QP9SVbkpA%wfOfbT;xh;yCNpwlxW8`C;=pqYw-b$#YV)G8A z@AKGN*ehmrd39QKYIPQ-5|&VM83$rA`N=c#GvSt(sZ~ErO+V^?(2&r???$ANdn9&iw=qmqEFZ{Clr49`iU4d#tBRKgk z863921$gjs+Y1nWWD>NrG3787(+d5`C{&JCa zCAaLdcE>%^EKK;@AB~_te)2%)mhnweCv37 zc;dTRx>mUTk|81Ipv{q{l>wC()f(jhbk=Qe{$*YRG)> z{5RH&hE6LMUk85??xZe?P8C7)ciDSrw=kWs0_+EDHEahK5f%k=DU0j6m%96U4^xG` zmP6l8gvR*BY90+b50{H0?~?mQ++27j+%^tt+lfuiu2GY@*~!q!sEmLSmQk8XpH6aH z8I3OIkK(u5DgvDhSTdL=@c!Sn%?q{?c8B(tn?_wGpYaM|XMHwe6k_{ggwa}qOI^(G zw?8@Hccl+6*lL4m!Y#!4oE2#mC~o^RCWWE-Wt>&a3`{JiNy{Ym z6Osv*-b)`%P9yh6(v+5FyC{Ve2x4o8vOkkP<|3}&O7=?jQOi-|63r7!O4ds3`E}lH z-@Hz4pO1rciU9BNd9OR|26zF-8Cq;CAKyQnx0iM_ZffE?^dH)M76TrxGxj)cUBVpp zHwpZPJ(phj&)x@o4 zPL_WTjx!N4vvRTi$NwKBqs~<9Y*m)9{Sz+l-B6&MV)1$6Q8zhj@rQGqPy+TsmYs}^ zQFx*f(JV1ar7}6U1}NNxh1+MVNyDu4!se@G%}^2p8)d6<8^V%dzA!PtTNw*TH_FYa zTQOQ?bjWL~%HafcJ`Ne3O(SK!M6A2qXWn+?9P%AzV?qI;_1_Bi3VwcFr=HXlfMmSS zeJHz5(|qx*FNDd}1{KUEFc_%|Xns2YZ^!}rs+%LLFsaL<5`~R}0wmk7>TKm4uxkLr z^w3N-j&i*`FgZJh3A{$BcqpAK{Lp#^n>BH6x+A(a zKxBm(RYw*R^_T}p3FCcbWm&d^rw|`>hAw}a;a8a~#_169z0<>;F0bG3+Y{=f9AK&y zIFewu7&c=;2I$b~m=UvCbVEUswio)yW0`!KOC?3J?U7foF<7i?wT75L5(+A^*AaTf zv?7CsswS~Q8oTWU_9H?1&KQ-Dg0_Y>)dbYp8OPKj{;pHheu1DO0SJ&`QBYOwH@(Qd z96tt{aKzNuHvhWg@)zMN>7t}Xz((opeqqc+LsS1lX7xEr>rurwwtE3eU`~Bsnc2cl zGv14~h1uQ*t{3}<_qv1&9^QsWB9F6L_T!V2lQC-qZgq9_-}Z^hX}@&7+K>1a{#vL)LdOeY% zu5nqPtZt)r-=w9zvEC?=z{6D~a8~a0fLp2UCu3%%HCS9HZ<1WZKX3Q|fidBBAsse( ztz0m76qzDrm+stbThP(ckuO?R+N7a*if9BX__jfHAO56u6v*K_XeA&uPrHa$mN#&I z{xLbv7&-c-K{3lv7>!6ZGOiHT6pAN5&GlJ2OH?9Lc3ibL$x51S!GG?V*h!G?*jvN5 zKD0nB6IJ#b^`eGcIm7E)jam+85p%}4#?X8#PivzSr3WOpD*l5rHN*DEIs|o>^s>T` zWLzXO)>5_mxiM~*bcfr%h(^U%8LSV=*4u!nSHdTUv7}hZ1|w0LpYT|`-)%4~I+ zR^$HaCW1c6q-uE`zua6)n$AW)UF~Amh9>Q``grfe&3@eZR!GPmUTZ9hL->_xlvn+vN9`aOJQ4;=ySTrL|x@wU{c#o8HfDp=)1j38V z7)taFqK#hii$p_1{0@e^N)M}UF?%3(bQye?v{~PjD`R_F;snX-NFm=vHekr>C7n7oST- zYjUP*vVn%nFT7=!hgv+8vr*rgFP#i_b!i-adM_%vYP>X+4XQnywhFLuNtb&O zI}twiTl6O7!g25mzTP56Ivn1s`_G(a*3L#{58Xo^=p%0R#X;1eU1e)$`iXUFmDHm} z>fnf6!<=s9IM}RaK(ps)%XS$rS=0S;E}&#AaP!?Qs28bYhjhx93@A z3h;iWCT(hM8put`&`l&Z@MH9)MfLN(3%PJy4Y-=0#eWg^(F^NtaCTA4_mdI1ytq8W z#d}``e?N-pUF=;kA6_Q@9Dn6D^rPkF7exkEz$vZ&gchd|3Mpz3dyhYWmO&r}inHMTZ5zMKxBARWXwnx(^?{sVQ7mjw^R#~*}O z?LME6Ip?FByZr@V{Gs<1ZNt-esXaA{+K>FA{F5#)s`=k|OTJC-afQ4&X3G#!zW_g$ z90}7?s{J?w!)qX$7W*0He#jN}a`7kEAt0A)wh7-IU3{wJGv%N|KO?OW&JH6q6V`BY zSTj=p*DWtBWyYA1gHBDTT-J!p43pBF13t}pGNz62%9y3$k73yd$mCka&=j%>fveG6 z`q0x=fB3DzY2Za(mm6&XaWbbk;|a9Iuloi0KNv!Ogn(yKIwn~C*mk28b>!=LEmXwp zf4jW8cUh3jjhmb7<)1IQYU+9$)tn!yEw)-?8(->E>&u^bHoeu7xSFShySk>udV25U zeB9kge1mRH*&pS)_MyjijBmpOhiwdI}a8bqMnvE^jT7|V}_FFg2F)~e~w%{E?~ zxXa!|lM=_*H#$Xb5}`cmC7);{QjfK?bG>o=Q{J^emjZLTuJqN<;K0XWqcR=jd}2AjMN zS{3DxUL59`;rjlcjWCPW%zF+Nh#P7!9=$@P2LVocbc#xu8c!RaIRP5Ik2c7(6U_Nk zF*`c5P;Oem`B6_})ojQ}=rii9T8Tenz*eAW#F`B7!q4LGq)LJG1ru}ZtY zDe@_C2&)#g6HOA@0=o573ih+LE+*E}Ue|{|*Pp$xsY&j679dNc5)FTCad)hjzmofbLuj3PH||GeR1>sqPH^g)jij$!(sr)4AEC~pQChC#y z)TMX8CI)StYx5gj<0**2HI7KgN$+6SATF=-Oz|zhcExY%Y8O8Ce1X|tmnXcHC5RzE zEW+E~M)TA!#~l$HeTn3cslRs(<2mInbm8-ps4AmLo^!SqDY|R*2P(|^HbB=ASd*A> zQ?`0!19lIGBinw2b|{Q1c00dP+^!h8-;k!amWz9@_EO(VCCbGggaLewV2#9As9_hI zbbyUk1ms~*;IfwDGb+2ThB#;AJ^pFl4GNoAEVn&NZ#;(DGvV)C+fy zb5q$Ohz=8;Dd$Vzn;!2g@cFj>noLV5?25AzM}s*yU6J#B0V)EyQ+Sn*Mfo8qy`Za`;pP{&ch{ z#;RNJras_1>(Y?NNX>`znbDE*yU&CJhTp(fXyc<{o%3|9c@?|i_2Az5Tn!+v*OS7! zZb>sPNntJ3@RwR&s;;#AF|~QQM@9UsfL<(c+N>b1l7$XtK)e%!8^GS{g4utu54=O;=d0Yo zzk{L^xr4eucYLDgHGfSNT)cto$U(dz?ivsX6(bY=E*9{OxPt_+-i0Nm8Dw(O)=kXX zL(`(CA;R6W_nIQ=XKXluA5~hgj@kXmvXZt-YkM;ol7ZMR0LR;bl&@%egqf$7_nueb z9h?pMCWXbt7uWzpwUiHOLws3)>M>_=2c8vW*x4V9&dncA=Nba3Hoj%y#c7ImC^RIZ zzZLZrgnrLhl1t;tq2>GL&fuH7=ps>*wts?$2>(t3aY@U!?p<78iQK3#Q4Y$e>iiO{ zP|406t?Ldf&@_5;p|JrxCQS5I68C7nod#Q)MALHGul4)dt$GAsDfa{5j67qrhmcHy znbu2L<8g-L>WBQ2bA8J-?Gz#LoZ`FUuj7@6afTz}ZQ>#2BU~ElXIgu_ewAgA1yy|n zw|MY1G8`RqjxkiY4^`wNpOT2Dlzkych~*mK9A3tCQ}V9a1McHIrf1)Iw=- z4R#GpIR=(YU!nwWwLw82)xJ|cn>`$LnrTaWm@q(ljQ;ICgWITqiE6uR_V zAY0>jNsgQ(CA7%cB>H^51dQfE&(>)txZAK^6oXmcl+5sr=S>4BQahX~G`(Ic{-2}J z7jjGuIKBZK4Ga^@Cza*mIdXIo%4Ihb35w!PVSL$e&}JS7wn_i%h;$0o={2*{lrLOm7c`Vo^R z==lS@6JbK6c1i-5%Wy-j4GlTPP&{rxmRFSAo6Sq9ovBS(W6rcwN}&&mu%bCQ;P3>0 zKBrt&P*#yz+`#dS_yg_s$Uzr=V=C`uVQSukmm2^OSd)rE@EFaH!?qZtgI$dX!WvErPusm8w*Ne7;cWFXVeryDUFB zrD2QYU^8?2&GZ1jzuuqEwQFck6O?5qU95j^cb7V`C2yMyeadl*jycELJ(;Pt%UG<^ zZnE5<s|6BbNKzxSJh-b}#GB;y&G<<@Fk zR#W~}V0=O%B`txjHJK|kywF=V$81%ijX#M|Y_o`ZnV zk7-b=c=EY;dMaB7?{42>+s$oONq?M&?aP9Qo6@XeLEZ{|MP+sWZ5YKAp1m2e<1G<|wVKF1p}>OrXJGc_VaJo=%@rIKYj<5G zzbVhzTf^5!hZH?i$=c2oGu^K77@M#>9>t)YvV`ourTm_XtOo(t$~sw9a-8VM!e^O` zSJ;%gpKr8&r>b(J)BY%BwfQJyzQ68_#9%_SX*D4@Ozw}Y+_r@LooNgbwJ9tM+Ap92 zseIMFrs3zPs(~(Wx$(GRPfaX?(uIC(4a+vjv&H86_(++Qn*kzez)RQ#vW3Asj)C%JLPt#gbrjV}j0gKY*t?GC6Q`J}9UEN*J zv)1auRRk#Ba#-}TRq(>C0y#tMom})vgx?HSW#VPM!{(M^8m3|5UgXS$S_m)egxcxp z*NS>Fs2Mb0+FrbRyVql7%!oH4%-X*iRZnG7!G{-{)xinF%dwtQ}&3!`!u`WLgi7 zWb8MEY7qWUNZF%nfy35YD@L0+(hKSabkV7GKku zZAC1vVD-sq5Hh+8RaG@qg#KDVe1eB=y10y2F#TN{GkCh~xUlq)pSQ~Ih0uK`K`ga> z(FZUv^4XaZ{wyHXOThRR(M>FvW3>&)GV8qUeLprU{+!CRkiX(<{cA46@8WnoyhaU0~juS>jw7Xmw zeb{!XB($%>Y)EeeOfVOJ5)FvpfVLhdLHZ-{0J~d!h68cSNAD190*MhbRz>Vzu>1bL ze{Sy&lfoU??w+?;xngdAO$9P6v!FP|YM5!pdT3heL7u0mz}_G3TtO@I5>P|3;z@?^ z5}lo!;HYULec!DUva-Xbf)YHpHbACCh7|B$l!BNShs;`c)o8e@UL^TG6aUAwMiBItz z^g&Hjs61A&>Iul4;D+Lkyb28O1+VO!TM5#lJ>BWm^Y`LoAyv*J5(a)yc?08&dycEw zkem%Kxj<@=C$$ufF zpw-VOv5;j;J!S2DILe2R@ zyr*eieMfat?YicwpVmR_WIx6}j*|I1-F&Cl(erkY6;S|QAn2pL`2ARoaPn}&j7G!~ zwe8A3B`?`J{aggt zOFfmJ2%Wt)Ucy;TfsvjA3}=uos3b){TdD)71<_t}xt`!I4YN3&CZg3E+SV*noGMMv z?dbGfW{Zb@~_iYj1bUy=x7oo<^B+)#MP2JO0%$ffOjp-pgDDYD6Ank>wU$ow@JYYIc-&B`;?^s-N90aX z%99`$sP2^dYsDtS2?B@k8%kl=3zzn}^5~4e-1DFoFTh~lS^52CK)=RxzZPn9TNjqiu*ww z;2D6moiunXR$w(%m-+(5AMXB&lhXgbf?rB!-I^$pLgE9{MU+djGsrfJQ&(s5ov&Yb z+j(Nm0wQ}P-|_Fd1u8z=TCH@6d}|w8fnBs)$)z7@*>@&+5}igFu!mdDD<<7C&gM^p z(DV1DMcH;WF}5iOL_C!Wot&PKIVhfE!&b5T!j3&z#J}@T*>M2Ie%@d8gQ5YTT_>~( zeI*Uzeon+&n;x3Z4>iU59NDT{)+4!)Y9d#Ox*-%0-kG5j!o6Gu>2?vI9`!0{{#`sz z)`tRQ+(TDB<11>jhtQNh2pR<}omu(}A)JjP@XT;1@HC?&)iBr|-!-_eZw~1nT6N~0 z@7uiZv$^X6Lb=-IM@5&YznjkoXw}8H`(Nz&OnhMQRa`Wpm}{3w^B`KgTpO3GH4>DH zMPpe^gD2kq@I=&zbN~kl8MI8!WA8v35H0aTwJ#4SK>tY#_l60vCaA@G4ylNQ^*eLD zb;re93J`kty~h{q2sTcVzUxqy0o zl-?);dk)`G*>rC|hI(;J;@y3ZqkT@d{2)`x8KKNM%XY6z#UAXR4AS856h1`y5SoC+ z@VMgnJ@pG!#O+y4?`xN6CYWOk`w^Zi&571-s(|oM8kqk4DhwO!!1I2qI(SaSdEyKs zxN3+0N~j*vz`a=OT|jFqwv)~ww)Ry{tQSN0G31x$?b5*HnqZapR>qft;6*1QA-L}+@H0hxM70ODl*1BFHABqZiyh6k zdh3~D_JMWg_dWFQt%ulOpY%gA{@zjBfz~YMlvLFjXOMB)ATkW+%$%4f9wkbDHkdV= zb%I>*iVHT|PC4fbw=a{fwSNPd(`&A$jjoPy$A44(!Pbe#p=fU0+;NFiyOTzoI zCsfh0w-3DGF}o6mGssxmeDU3W;hWme@w(&!8XLLQe}ZUxXrANJqjSKwAbeqx^5x63 zNd&jyKe6r?N1Mf!x}A`pQ54|`HT;fA)MrAiFJZZ2SJku!g|njUdAXI#i*3}l_KCy+)D8r*?AD*O_0}_;zSV<) z9M5mlZqkA|HhVgdzqZEbzC!CFf55!+-^*T4E~KZdX_KrNQ*zDo+xV259Z+(rK>p1C zc1`7lFfN;fD9amJ5-~b;soe>)s`xCx>vw21DB4Iw5&W*AHduwlc2uWF| zj|q|PPvDN#oN8S_Zg55c4*KZPT=@jwBKO`w@kGm9ud3sj0fKK9bu$`U$ysMu^C{@G z{18ZeAw81447xCSA3&{y+UT(`kT}(i?4W%8%ybMubC^~=8@4S^^@r!$DSU@og})be z6L$N7N4hqC00W=EHxS{}Bld12(bRdI6<(+h{&{>wsL8`VQaw062C)m(y5le^uIFnY z$QgD25};peC5@^n%88^N&4oATG)P6wgqW+FLN|cJ2(J?@YpgyZ03M=isD3kNQsut2 z9}pjg0tsL=EGY?2lz%kCfW*Ww^@})WKyubG0S0~XJuZ-_LUGxn@N3E})R!B!ndQNr{YZ<|S@VfS)WhAhOUrh6#-1l5N z%d-3kUNFya&bi~t4 zUhwM}a^rTbDC<~n3HqDiBWP}>BKovf>Eb6=Gl>lJEwEJ`hM{~i%wMwK$T^M7(HFlWh9-TWn8$^o~eu^8u$w@e&HbUEQ{Mwa?q8?;=u zLPT?jHE=8^!VtblK2*^g_WZPnV?)X~s0>70VGmsEfFseYZw~Sr*|pq;6mfkjkgQ;G z#p)erQj6#}WPOl3TD@}ya{U`9A~9hYir{jg#Uk_QY=u!q!3-mGc`ycZ>_`TSg2mn; z#X#_xLO;==LT^JQbv$H0i&+Ey=)?Ib@3kC-{$53Lw5b65j!h+n1%k;)*RtpwaXVu@ z<5aDSvPZRJRkt!yg%N@=M3*w(*zL3FJGZip{x05Fw=x@5A61+R2KBPp@}cr28nq~O z91a8o$ONa(z_)0RlK>+#lcKrM;c#JBFm-To&O#D6@M!wMQwBOsG9g*D^2{y9CHAvbBB zP}xPpm7UW=cJ?qs=m#JK|8~y-6mtwbl$pLt`2>@a$v>2)qjUJ ztEdgiqCBpgt^<>lbfCIMF*DGPl08wCCfQ2bd_q@>W;tab0+Ht1Qr)r9I0B7va|Yu= zPVxPl%Z$;O+qb03szC^>;txEgCzU41VCApRAiTiLCz8sFg5-r+{G zGh=LpQ5|M81#{bxkAtYg3Tcub__CVzR~#({?{>DP=aPpRYb)#NE_MD?QGg}YA+?&( zSECF6dKC*gS|Y^^sKrH;8Jy&7z%)FMPhI1sE$*mN2AX(apr}UHLD;VZk$vV$=|6_) zM@h*!Q=?KaT_WRRXerY?%;qxnRXWZA&6ZH4vYOZWY8AF037&%K3!aigJ*E}_9y!UJVbyDLV%KX_kPua1CCwe>9^Oh_Yy&8ostq-oj*WZ<5dLm{h7ifIsjG>)`xA;q;WvO?qquHUh z^&=U2RvWrgstNLwo6 zLn5QsG_~L1(27>$x_?qn1^fLoeSh3Gs{fCIxBpcVBP+}Q=dO?pcTVh$SpS9g=MBOa zmZ;^tH=#b9&%klz9>ctO{O5&k{7`RgO7w-|hkSpMrh&^0m7+_-B zjPMZOrL4(!!Lr`R`4++7)SH_??QLkZwgB=}8=Nia+LL11BHbePS zQE=&?^+q;VV2{lHFk=V1&KF~lMC>foXlU$-OvnQF$N6^vbML=hYXnBEQS?r#(cL9@ zJ!Mn>f(}-i=ci*c*@^AZo@;|gf#ccjP(xyM4;AvW@?+v;V&nXON=Ftpj$i+u($Rct!^^|q_u}fO*Ho9ADMr0)^QbJgXR#;P-BcumW>&#oc zu}>kqo3Ivs9DL?Dng0A!+SClZ%C-A*+->HO>$G*3^F)UOVu@aki)BYVUpSe{?)u#W*~#xtXbn4`?a02BL?^k z%3`Dm@tC!?Gx9GG%;qORf7#y2_<*Pm;W_BxpZAGWRRbTC2U%xAP&h zB8df#EzX)cavKKeKfHn_`jWC9p;x5H?Xed9hAxhRG5;AtSu_!qX6UrKR5z`~vw^ zAmM!9?~y)IkPV4X4a}(GyGl=_y&vSXk?UiK^8`ZI<5wZsTWd1i%)*4^R zjGT-;5pIuV&tR;_I#OHM76BGB8upT?ibJ#Fy|S1S`&1GZXx%YI0kDws>R6+>N&~hA zpIEJ1bBXg(S7Ij_XRUav1ii$53sW4?9%+u{H(6G=lAlAjr@FF4at-SULRz3T+2_7g zzfg|lX}wbOL1uba%47>#I3rgTN~FoWuqmU?O_zp>U2_-7dg1ZO6{b7$ZHm%2ChM8i zRZ8>Z`&e#S`buI)6p+?hfcs2{*Gs)yu=Np|bt|OK$$KL2V{J1$D7!ScS}4@Lw7wup z=iz8_uJ`NB-ZphiZ`$$$_$AP5&2V{{@jfPsc|cfe3VsE^JHQchhT#0{U5y6KT`iLP zyYA(l%!~3Nny&xsQtz6nX9Cj12*aA3*KX#v5(km-4PCnKglU7<>b3_|?)bLy6771j z+wbB}!p}!#Ztn$Ag?SXuM3fnAS&=u7$_U*_?E28v{mM*&cc?GnrZTru{j%f6sGQ53 znu*aP3rA&)kFb;(=I6(f1)=p54(GH_`P|v#i7D}hmvd^JCd1iJ&&o06A? zF_S~RLoAmi(qgF}g$LL(izcQkvx(@Y7or)~Z{|DAXi0B-E5lR^g|D zO`5v-{N=W4EfscF0&~^JL~;2y<|YJN5Qw~6fm4WjY4)ej%S-@-Xt64+OL@z==O#!`z+ug~J z$~5D!gszdu4S>eU?uyK9U3rB$_GHm|?b)Uk{t?U_${n^7X&3k-|I#!)q{?CinQTCubS`l2%jIn(GC{g+Bnd(}%K3Le$US9Ay~p zXlDH$-lx|(jQ|HQ54XaD-@H82)Ty>A1E34XuQLrbAYnv~F+tbT1i!NB@!X1Rx}kmy z9|uuz_i@S$gdOGi5v-L3=hpZ?{+!q$s)VF)sx2uak`bB& zSmamv5+`T91L|?iqQY<4v-C!tNjt#RM2!iLsRHEw#`Db^^ppPRD%4^mb~Bt^VG1cg z6pz8p5ujsy3e2+BUz#CJ$2$q?3Yz1+3@D=>m0~c_nT!op+v&O2e+WM1Bf z2T*q(UiONL@)Vi8mQRZ#yWN7pWWA>@<=~~l_v?~gIx5c7kLf=l9sZwcohDFop%G2FnZ{F{~f3{@Yi#N-r&V~E(1=EllfTwN8b z*QMfcGaLFfu+);+8auq$>gB%hkmo`_*{pBwm-vSX9@ zo4vKyzn~R#^i>X~nil!u!gfhj`LhSQZ`dA`KfWVP6Qa_U-5ALh3>t5lTc)$%TRtx^ z*G9Fa#Y2m0X!=C@L{Z^*i^#Ni@zIySqwnx}?7b)aF$kyF^vw`e9+0vt{mY-k?#)j| zD-#^ngye)kFg*G`l65|q?VZ#zdl}&WR*KMVQ%aPG_*7C94zD*~Hg9bbb*N$m;ek3S z|CpF_R>9`pReFN3NIrqaHZH=}b??de!-FS0H3X_ZW%iA7?J}$)O<>3%#!s1#QBj|3 zQ=7|0ExIJXh##~*c6#R+@H*S&(wl^?u2w*PXAnV2TaPW|p;=QuvLK3U$^EHeqBzZl z2~|XAkaP2=%U5_ulOQMMF*{4Xq6)Qa{{44t;d2Id;~efjkAT2q=ex&}SR+-f`s7aX zVuO}e-*g2*EOKcPpmUj}yQsV9@4OEG`dOWqw(ISrx08&qn2)(I&!nzZLiCN56;s%Y zHBw-*ibY3iRnA&(bS{gYn!eULKduWKj|0{$fclCaiz{|Si9#gr ztxZmi;%Y!<(NVKv3?e;uepE7LRTvO;twWcJfWLJ zCXzy905NDqI(v*@p_CzC!=RHb*|JI90{bnFL1dFnFg+o{tR{HFe=? zKA}&Q7=d0PiP+12N|iI?Tx?#q8c3S@ndQW2!HmoY$Ue_nbv6>gEc{A1Mg;oeH)Jt^ zdDSmuU{?5%9nwsh?~8SSG;*5PC7=G;urpE@!L&s&cRj6~w2deWxdfKlClHtmn?vy8 zB8lp+YZ!+vh^c1-D^vpKCI-n2`;iJgEa$j^D{+-(0Bk&2C-v5v!>N^uIy2q@v#*V{ z`KY_(rR%FQYRwX0I+8S?6A&!AmWjnpb)9$@2CLbV_*K2>|K|<#iy&Rw(5$XGn^=gS zgepNpRCZGkF|y2mlym* zEmjF*tsJ&meEUtr7o%Iq7viW1rrm5%AHAo>4FYi|NWz~W#0Mmx{!DoH37xrm=LB*s z$dv}aKS}9XfxMHR+}ZYTPCKXkg$fRz_i6e3uiXvU!7>zqW1b3(v$3HFv11bmih@k= zhwSP4vE}cXCkM*=vIm8ZyNgYPtzh1e8i{zR4xKt1dKn-&(pSP)r=RrzG3~)c=%!}? zLP!DC*VESM4MttTYuI%Zd)(vzS$(p-9G@RU)JEm8-hyZOWqmNKj7GHNgY6<6EpXva z7>4u4V}_PkOtgFSs3r<`3jml1f@d%0j{Ib`q`6D}P{xO#yBErznqg2JWi_1ga;<@c_EaSU#hUKQ3BkaYQxVCH^7h^2V&$2n!4}YTqP7bLW)!`yJyq z+_YyuE6zEq`n^8}G6eMwjnAV&k-*41aI^~%`O|L_$Adaw8VI9`osX$MOb5CV%Y@o% zFI~Yq0-l1N?RFps_8%NS_N>v~8hA-+B_PirZY*=oqo+R_!EY}Wy&ogzD}8S)E=W>8 zia50gJ{hL5D^*tN7+8Jl1S0t4&*P19znSSv0)glKerR69c8C1l{-)5&4~pMWN5lxc z0^de#i{^Pl*k0ogtS{B{INY>}**G+7nDiU0IXDb9M7*XKs(bW)E~$X%uzWF& zjX;Ep%%HIy-^a8Cv9DXgZ0aZQ`i;N`H?~Rf4!Z~^)k+ZnHc0CM(lX>? zcI+;|(S=(M+bh2v*CNSS0p|fSNljBg?js7jLL`0*qAkaWPEE`DC1fWJ)?_so(j{Lu zQw){t(s8i^WTwTl7}kcdze6^;Jh)*zNx7Obzpo~YVc>b*xd1>=)#OZiiLy_}8RfwfQ>P+KyO+6&`PjPS6zX{(6s|L0VYB^&Lg~So@-NcM;uu zKNoAS>FQh3;|XH-&Gd21%GbRvoVqFv9(m`BBaY)!dEs7zX}o!IK)uQ@Iwy6)Sr^=2 zWik*!o1TNBUJoc^)zckQgH-h|XDFil?(|&%90iiVpRebul+1!+%@?{}q!S13IKuPFRl2SMP8knGCavOU%DIdh${Pa6odz(L(6k$=2E4F(^fb3nqA9|4NpU!A`C#1{;pNJYY6gGowV!4I*xPE9NL#6Bv&vF^@lvVRe-K!aqP%mlKQsKE57@-0Xpzj7KFfdtDrij|s*f&fR+7 z^lOkSldmlAzA$QC^11iW@Mfdw`Le{SB|g~(3#+er6ygW-z<-5tZ;F#qYKCxxx>fCQKiC%cCG3eOhV(}2 znQCYq%9@1!f;XsZjrAV)0)6Sf5M7acl_R|qfh~^mP@Z3Wq1-Tz&v^UBo_|%NXM9~H z{&fqt8_6TFKlakio9>tv@EL}enm85+$$mXa)Xv5w?xH^04d85xXb5$zi-e$R_i7RLhaO1Cu~oc`8NX{(|=62WV4e z*f1&V+pf}lpJMljxj_GNwd@ARi{^U*G!OG4dw{+C&H@Cpe0lXe z9Rh2*NHVVcu0V-)IM0+1%-dgj7-LVv9H&4$uYfmMj3sTjkEKmi=p~D?_8D)+Mm-Vs zd;Q_AGy40O+NiOBh`51ICaAX&MFX4buJK6LDM6=j&TVTm>g`9mL$a^H_b2yruDGUv zhH0Jg=6!~bkazk%>4U0M@G|Xhq8CqtPG7B9Pfi{J!PA8oRcVnbNr+L1Cc| z37-7@+Xsw}+wZF2Sx5j37w{}>nx{Etf03@aToyXN5=rM^iNp23z(2e_j)H&LdDAD( z{Acv%(T~w4w|8S>;yblJJjfuzQ94+F<>Y#8>1oUgZ8@C>YAM1f!C8>$2wd9fGVycr zU1V!HK*A3!kuD9XyuYOky&dlSCR}?An&oV71rQ&sZ=oiKsll{>2$gbC+IUuoxnhlv z7u#uDv3Hfs>dH$vg74?r7cGY7wDJj^-5Y1y3})Nr++bzukhxj#^SgsTOff z**5n6L`UT$Dd@Is#r~Pm4@nS4SJR>6dR(Y6zdz_ZbCDA8V%&(UPaUiSy_0F18V-m@cQ9QwXJZeA0KSSU+qB-Kuw#6~At zPQ`?kzVCI7{m6i@$K76t2Tka=YL6y}j9%LRL=-L%po6HEL7IRLLt%pTO2!1_-HVpr z`z!5<=O{Jq{T$Lih7EChCiT^rsCmZAO0t7G49I(z6U@+kH-Pn=<$3XgU)4?Mi~U-D2e_$}8?v8^T=#4iAzdD!+VjIDEmc&PFE$ zeF{rEV!S0{#jo!tp^*Lcu11>kq#f)&r4XQ_TJ44E7h_jIUdn$qEh&7G5);*X3EDJ| zy(#fX6j&tE#+b@AVq0O@=!}kmldAJB01C3soo??tTpd((s=8r=PCR3}rAB3@$4A!- z-RJnYav-LEDuicm%i(8*LXR)+XbKX?fWV#elD7}l5u*~Ea1(KHN)FwdM}PC>L^F%I zuX$MsB$pX=W2na@OE%pW^)MT7+4GdSGl1Jd`yy@pl*#Zn-T7%v5^ca5I149UVDeug z!;MaurSh_afhr)5^89t$TblZR3AR9wIk@Y=U_nM43s=?PcYqQF-hT;NJlW)5^&bKm z{1*v-gZ>MdKPdmefahUw5D*V5o@4S~BF6Pd_*eahcES50|G*-}nz;8|`~NG*@Q8o$ z8n~19qx>O4;=y$ttqn4S{a5HRpF8?yfcJu63J9WXf3;KmU+M*={HN*#9dR_#!pitU zj|nNF1Uf1z|69HW={qCjEEt z4RHU11VjJ-Lh=vzKak?t7&HdV!iZ;@{FexDZ4zdGLbl+cMUfCE3AkH6UsMkL=}%@f z6DiUWr!3TwmMH9uUMqTMvPrmA(;_{@pozQvITnX;A+;)MOK{hLm@h-P0#OX64u%*& z8E_ns3SJ@G1^o{H>qXKh4&Nr*$Y<`g^8rxt*x9r`RzR;pr=XS7(rG=L)8ee%T0)*K zG3JA*jkrmcJAVC6>n{Q|ZIn)PL^g8;ciupDL)0q)Vxr{pn>4Zm)TK78+-aWY(5Ybz zF&dR`obdkcG32b6C1W0Hiv@$mOaEsc+w9sG&0o)D8rvLwgc?xXg!OfB24BZ9d?5v z-WsM&Rj3MO>;$(ZZvOo;T`}|24K?KYg@q;96`NaH;zChPM1piasIoU8r_=XIBTUHG z?e9#pQgNEQ>0d&N92mGV=bk*^r3o9&JZ!5%`;}WR*as(JFy;T zmx5s1zy%{b&MPO$TF@NYE%a0IeaFVxEVj({uJ3|Rz}sb(JVC^A?`4Mxj_(tK0_Aq` za9e7}-G&^O#Af6MP6xrp{D#X3)l&zf(-pd@GJVDFx@&92%#LW(kIk!YsxFlb&Mluv zZ8x)aL_V)zKMUu)&A=?aKFA~z5Ff$kr1TXg6MsQo;vh(KNujE0Nv5i3sZOoNCC(*} zZ4uutvT4;usToeYb<(t9)UkQ^*}J_ZF+?F7V7{enI-sTua4BP2Q(v`UE5U>AmhRVbv5@02 zc3aM0*s0*bQ(bmuR>7>2#TMAIHfwa$y_GkbXmZrGq30rsjLaUa+c!cOPW2lv;D5gN z`EYoYE5=7vm9JrHE?&Za`C(YRq=w%Tnd^FaFw0w??@bwtk>6}uvNlpcTO97#RM&}Z zDN%%<&xK%_L=ClIU37qMxuPH)f`3GnmkQ2(KNsw;=S~ig?25XUEGuFDyX-rlqO^5+ zBT3XLP882AF;^Cg@&jh$_Av^n?C_x$|L>q>C$Ytf;%eMFax!7dZ^PE*(LWoquBHdR zRSCqu@m4FCl^=_0Yg{(Kv!6*x|7|ljAECJ(Mf^)ll^!SjH&&~jc7wcmTN(}S-SZm! z>-!e^YlQE3HsT-WTz4VXX=bcm$H@dTU57c3hHu?Pp1GyONAz|jK3I!v7jO3-ho6S8 zwFq`19ySsVN^+wfKAVf{>T-HnK*-ztW|0FD zYCL5|LR_EUx5)$S^yReft8$C&-dH&}7%^f^w}0eIlUaEdFb`?@%LQ^DP1_c>mi z4&Ru8Wyb#;l71GaBSd&{?gChIxk)Lp#M}siSj>FiAJPcPwdS>*v=GtZwmoH-Ph@gan0 zFA|G0WQv{bjuEE_8BQ3;JHDRh;$+iiSPQ7Kp6H-sk=Y1D4%c=zrZuKH^VZJJYsSvG zs4atNZ%cKJN)(i`-tE>%bwsyj=C2}*S(MFC4zSAhVQ&}0z%x`LWAM??FBg<=+B4o0 zF-bmxUFwne_$M6bNYB%9c3Ao}pHD$l(zwTH^Kp3JIQp0vUc?n5a*~*hq{pzRc>y~2 zOnlO&1=V4DO8X#j)Nk$ZGl2cRVX@GjWTZi zgu5)6FefSpA__By*|PQmDavz7-N$JKE`_$3p@E;+Lzvjiq@jmOy1KeLN2P&EtzrNZ zY)%Xoag^AW2=DyC43K1_sg}F|uVMZAkrpqR$2pNY*T?8hQG+k5=F=y zI>Ph0QAQxk0{c3~)+ooRYxHDJ-_@>-&Te&>6d+($jyuGIOS;XaWNMM931^i_;)Kbf zOW(ECj7xheY;&vO9IYc-bJd2=?f$*s7==lHl8@fMM)ING%Ft`SC;v;T>)hFhZ)ACKc~CtTIu=^)CD+z;)Rfjdm0k9H5IR6Yvj+*k}O?c zj1fYRKh3G{sl5JLHsDw`M28KW@#%`0L!@KHkw!?yD0S{aG;qwF) zRXn4VpN3WB#wma1ygWb4gFoQkmy+11y%TSpY@FUv0IAJnpFYPVI_wg>+Q%BHBlGqo zs+vYwWRpY|v2a%=K@VZn@v^aik7|I|O2s_j=?CC$~R z<(H>E<8v}|*@X>4+=AaTgoQOA$OYjdxh*uCs`v3k46tL9d7AM*h3e1KOK z-;`OCJ_oaRf*}#0S$-O;o@8-5SsXVSCZA-Fo66yCTSq;;*uF2`wx~6CHdxBMH?-)- z`bFBIPH49l`+WZMGN&)4e>0o38R_y_KW9T+0(Oo(^<6LyPkSSr!6%KU1nE%}<{4{+ zpQ}rYu98Xoi{V7R9cK2E?&Uo*VOgaEbTVtNR`Zs07Kh>PQKqXy$urYHBml%tdKIkn z{xq=|z=TiGLIZd2qO?EC2sPZ5s! zZ<{?=7B>-P6O^ZfaK;nT=4Z*E$f5 z{S5>WiyNT*h2(~FgCOnc<#@Cxj8`*H_$?ny-eD_z*y|3amvSMkDb6`mQKf$%!o;-I zq7)j6iBxg>_hgZ2q_6m*+wxk)za#yVd+d1KY#cLsI}Cr&vRij%ckAJ9e&JauoSxURTO}3E z&6(&Jw)S5`Jq7PN%*~?^W>ynfW zpKtII$d~@wR0pG3z&PDs@F!W2z$!nbp~G}Yc9-Q%{B7ta9FkgPq%Ry9@n)WkrQMYd zZ!?x^adR$q^@Q43%BZlwRLdJ0BtSmMr1)LcmK5|mBMX_9+#a;y6xbml@M6Twt`n;C@?lK3_e6|V5>cM2l)kBt8;|B(~We;ERTfa5#XUCW`{7$*-Oq6 z$w8Rhu3TaLhN#diRqR3AIpOFxVrwr9IoHXW@w)z!r;Vb7Nd$$WI zdI!bO!y>U|7WUJE)4W-LlS}U>iF#yZuxv zWV>j_@Z<`8e2fY~)X!L1POBw`7 z?d!-{Cr%u;O6%-ryG(h=R}ZjFv`n=muUj9?(PO5tTNP`vx&P>Zq9bRLk|3gFsjmPAsH9eiC;jcyfwI&DO~kpA~b9d8Zy2xz7K*Kf56J6nuAr5jY}%CCKb%EKCN& z>Ji()!r1)6&Aq%{d~R+vnUNLiK|mU2iVZ7T&*iitHcI;NzU(MJ1KlSmYT@yW%wdT*S_D-iMkI$bfmDLn z4UN+fHj+dZ8c47kD#NS22ECZTCm==yyRvrijVjh%X6Ydxg+XQ2ZwA29*M@0&ES$4X z7Kg{oS7Q*uViCb&6%<@7%l6x%L`l5RaIBSUeVVr{UnzcZeR4_l*tO7Og+dEF=RZ}# z$)D4jx?ZXEHq!0MMqA|AUDz%G)`k5Z&0+kooR_ch>kd;$Ai`h63!$!fPeb$%>0cvfn37?WcrgQpup24dh3m zbxqi{Rt?DvO&?85%S^4flN>QQW}cNUzZ`naZK~+GY>IB!WZ7vMX&HCUJwqd#KT2>?d5&TgGmle3G!w8x~l@4Q__~(QBsT*RTUVjHQvF1MGnWqENV$*UCHm z(P;-vkQXG3I7wFRKW_a#>#Y@}W2?>XVgGF;&SqI>OY{H7mbP4Zk1>~b0#Uj_ZdGb%Ni?zB3zfgtOLlLd+UVts$r@zLliTw6@;?HM&K93*Z4|^|9DKY_J79y3RQK3|&IvHRr_>fYz=x8MJ2zN5S zceLzkB(^{%RXhmx87KBcF;{>HBLO|!(`q|?7~9-#pXr&A-3FIH7P$py-Ox_D9qQ%b z4j#SQ7=zUFk2!6sbOhcF>3Xp9LBPJx)11*RY|NOMLfk3)(p@jv&|y?BL4fprS|Z-L zw7V}$eQzdZ{4Y1#mYh-dkM9bzIJSH#6L;R4q9`Xt&P8NyRa~BAa`qfj<1F%}io1~D zd??+E^!&)7@!KT6h6Lg=5NLLH-MGX&oVBS%(yeBn zkCjc(To!+&+sD#PpVjXtyVTgr$Uu^Ync!0_y`9F(7dAub`y^=gGPJdZK#o?q0F4QB zhgE~_H4=LyP&{W6Bw%X*OySgtsrnKQ=Ij!Q-u;n~h%kefm7&Z^agIx(YzQfy@SgI7 zW+vAaCQy@7Rz&FmLubr%v zBIFFcR{Fv5mT#^f5qs+ASFgCw4SX^Id7eqUJL4+8)?B0%OifxT%tGjwSsvXdZ=lOm8sJ^Py|K;^?9A08;v+>V}&<`J-@vrNw zy)R)_%?7T1eGNFR_P=}BY(`_)0Qf^&EbZ9Ex|>|*A3*R4?V9hMaaNtLTr9xY#2IuhME50*q?FaUJ$NXis7~6 zLgS$$-vU?`W8Y9T$I|G{xHXKeAJI&`8WfS$n000tPdnyw*Q>n=LOZmB*CQe>mPdvn zJb8s!C%ZW}{<`J=+W7h|`(76E^S=1nXKBE3J#AH8${g1Hl=3!Rb9`%6f}(IcI@;Ehi6)gHM+j+K#nv)d_k;5l1|dZ=(iQPSf$aDpyhWyF7w+^l_L2}uw8H}XvH?r2wU?`l{7%OqDFM{f5h z=6)lNYfh;#jc4}mNdM?0-RQ20gw^;QLAo}nK=jENQ;Pu_E_Yc&do&a#NwL7(7Fzan z9kn9EEZx2Amo`;ac4kCWBDm^V7hI4TNGqy@CjUc)qrIm=0A8~@9@Rv2vSb^ycS-tP zi@rdVu6drNi_unMJ%QGY()HqzEfc``3jDD&^B?1eHtJ9VSUs@2ayzOi_-Xq+BYLgV zjAKg&MtWJfs|%CQHHh|}V`c7W!ou(dr0+@)CYUg=iu@ZuCw@GcLwgwks{3*d7J#YP z-@utqMMG9h2WBy!7I;9+AP5r~t6?G6Wkp3?fMKazZUeV2pjDM8UK(G^+E6&Gyh$^| ziL#fPn7rgs>F@cLeb2n|#5>cGK9*`A=AXq+5&i1#GkKj{rCn9^z#7~alkt1?qoi@P z3h@WW-@w=9tq0w%^V&_aQkXXkDysLY{?E~5ij4o{azoLfy>@sfaY>O?cv!eOOW@=h zAlB`YrwNo-JG$oAoV9Qa>5%V{&#>0inpDfImb>mGJCOc#oRZi^l&|rIRLLUSs(W6& zYKjRmh}5|B-kDQS&TQz61q<;6Duc(?l0#OOY({ z8%WA<256G`%vB>1EEZ8L7U5BBfO7Bw3#JFuebW8URB-t~p=v1tsO`jc@(}C1yP8Gx zC(2jkc~QB%s3no{pU4X$yTFqm{O1_s#bi#tL!7yN8PcZV!+$27y_K#fm)Morxa)Yl zU#I8~{Dx;0!g)z`VRCgH=4a9HGj`PP>B1Z_nh{b=ZA&)du;;amk=e3Zxh-*Z$(PlT z%{&0}9Q08)mb#WEB*@9)Tt>N(G95e%inkk7QEs?&Vo_KSFrdkpr9w`o*(nUA5{%i2 z?!+T<{ri$Rs$PyExMxTa3q5{B=H*Rh{ZWgPZU3ROLA2gKI|cGNI0dX16wpJ|(uG59 zWBl1aGpq8V{n7cG&(y9jn$S|}EOh!xO>aBH&DIVe>cx>?x5byCZ@9^6eXbYI@HR@% z!uidK15ml82KvrLsj8Eqj3?9{1WlVdgSY5->G|rOJz&AO@#IGzP?c0S;Y|7a_P#ow ztv@1MRQTw9iYO>gQNqE{1`9H27@Lkr$F$)_3yKJ9Wawq-C??`rAvCL3O2LpBJ8Du+ zZr|RG+Q%!)W|e*-QM4Gi6~&&AO1MSoS(!7I>^k41L+$1ov@S}aS1nwXUCl8-QTjpS zKq8^|$eT4=m8wWXPd0A=d4H?4At(q1k| z)}e9&(9||DElgyyth8=1EuhTQ&RRa<5qu133vzak3P)~x3SCP4xVRKb?KjG~1!*mM zem#=Gw3rscv(ArXu_&bXk`=)TEm@#caEz*ma&!Y*`cV%32vksxA|TIorqT?C=pJd^ z;J=L2zvbK7jJ~+b>QnEQGPJSlI=KdEs(Svj$RAmP!t*u$N6i6%UUfcXf&Oe8ZmLryy&^kRn-6yA??y+ERpf>`ebMPJ+7H1SfFtMnxYgK^c{loLr{+W$w`TeLJHn|8>{o}8=HLXRJJO#X zNc=URxJl>z)`Sz!R&2IHhm&imtcJ_e_{bHb@6`egt=`Jt$N2j)hHhtV(c%5mUAjd@ zM2uqzc$P5V!tZOfH~LnO=VI=IP z{@Qvi{&6#S^vLIz*UkOq@cLkbJV`fR8%D1;$(J@`zGN$6>abhlKLH7-c3;XxDL@+7 z$VVHCsuE3lC@l#oPNGnz39C)JxiSKawhcCUL5P~QaRpsg+TYTOvYim5yuaC$i6Ej# z-w0k1VW%;|q-8afzlUgnwICLp5@aG`glKz=+7L9ZooI|WiX$2CB8q|XAPztZk^7F2&Vb=dgEouerA;joP6pfG#3n3*?q0f0J2 zgwors2Me#FZfG_%a5@u;%HL-;G1sJYM6OJ%EIu<8pC?0&&E}=2_f3M`dls36$!vA1 zqx>tNkDK|_^u73i%{B&E@qV$=fok3Qsw-iVy}^~iOukv#0h&GK)?%0&cw@*oou*|+ z!R}w+#G~q1Dat_EZNn1uMapq4lEqKl3Vle_DKESiaRg&F%+}GhQ@rClDl6C3pv@F! zio8-+INsS5nCCL}4x>RAPaR1)udbx5Z1IfETc+Qh^50w80h|uMTS!eA%dy`1J`qzv zii{=>_`MzGeu-Z#MQ$n28e6W{M4mevhVSJz-Ob8h=;nd-ehh9{48_n+yZJu%AUVX| zYL9b$b?h9c!TV2~#MSD*Mi9-jT_L=Ed9@u8*eQ@ie}V6-pTrFT;BeEeJ_6K^Hq;$3xz2e?Hg%PPjtT4!+mi&DFFxXtEw$Ytys`89-MwOFYV5si`7O z|LBrqo%&=ZkEt@pc}*(PXdwdZ!|s*PkW?EKY|u3qx;8s!q)s)|wcR!0wKc1v1~V4M zg?FM#G7L4sE?8~z`Z=)2Kpw{oxuqUJcviQBszv&r9h5DPIjHe01n}fSU;W3Hm zqN$$)UI4$+#(y{q4eIKVub!mpE?)Y}3Z5oA2=Z#C6|z#kVzsNcf_oYnxQb0v!nK2( zhpwuxuC0UHOe2Pdj6a}`L`o)g5ZkFJK$wXR4xAhVPLZOSLG%u3jQVRtjtv+vkeGtB zZizfIeLIdyuSq$taIKy2T(F%I7S_CLgmz5TcFXVit zBXdN<1YA!?Ws)j7l#MfYb$(2tHFhp_bTXo$ogD47@)bs`5JQ+Gr~Y{m)1;DqCzS{2 zN6}psQ1t<P2cqlx%0$=%#jrpQE~Jz+epM-B}b21W_M);iCO)YLj_4AKpH0ShLX zDw`yo08`jO;>XE3B%+|GoH@N><$6FFfDaQ$|BQlT7C4?#||)jlGqclg#q! z{pdUio`8YEL#u({E8If&BKfe7g9rU*(9%mewk(feYVE1*X8K3c^6AOITxwpeJn%;N zZ(OqpwjDZe0A{c-3tji`=s~92Sjf9_le+Ky1^AuWNMFNr=8D?6JmgXOm01q&j~_l= zgj{xFs?xsuI&G@@s$I`hXcs$7$77|7ImJxkB2Rc4XI$vkoa6Z5!?znPA@OzR5rJKQTGNZY#HK z=$o1lE9tKA36YaKLj!U#K->$_*FWHvN?$@mWi`1gZK8RLZ$83H$S&!+iI{xLqXy#R zMr*E@hshI0(&g>t97{rKI4ojHM94d9J3N-6k&4|XXxFAgV@IrQV#+@F$0)M6+{b?3 zs}JsYv3r1@j6nSDS+K;!uaDbms~2OT2H8{LvBm0kfk^k8J>B@}k%F$Lqv9J(54MaUz0WKlygqS2NSa7Xy-p zg6a2jY_K~pBis!1jhtQKH7g<`JUEX#(r?T73jD&L$d+c7WgPnl8l&%L+xEmF=Ysw` z2X+J?lmu>pKK7Fs`~x;@0aj;;NpzwU3^j#@%jhDXS%pR=|8$Pc5tV*p5-!f)M!uKd zL|F+;dQOwposf<8LK2=}glbzLI>e0)L189swLXc2MwA^F;9+4Cxm8_2rUz^d6 zCo6)CP(_v3b<>5V$c?P>E3k|&__xkiqZvC+a~z%(80Sd=23D9@krOMPtjJ0QI>%Os zwj8ykXylx%dBeWQpB0$aS%I*bMo?XFN^;%_tJ!8*n@%7HnD&eRqriXM{o8z^<73V@ z1K-9_NM7Ftz3&|xum{K-SY9g@p7aW)F>zsn3;HF?Bq!WUx{)sbY8)yGN3Hmcq)&d8 z(TN$KrezaeceEFgQv9|4!_S?Y}@S6|c>g4lf^lyY4Rp&YrUpCwxEuR#9izdh# zIbVjy9>O3Wq&^|N8g`{FE=->$zzOTS6!f!R<8OtfeUAtsDxQo5UCVXwEq4CVvZt<@ z-1#6IyWm=cy}yNRe%jv`#jia};Ew3MR+2v(T3!2vEjrmf2axy~IOyW;hoYL_o(ZRF ze`Ds;0;_=cM;CcJ_0_-PSK6!XJL}{|b|!X>{Uh&wZQA-#-cEbH6@%_$tl71-&6SPL z&Q|-}Uf;pDx3AmL@d%!UDxdvH-d?*tL{IZLuO7jVy|}oT0Ul2H>8A*t=3d^~HnYtm z(O+w+uyi&%>ohKt$MUiL^89>ubrjT7y@fV|yW^DKU9#@(e$9n#*0!^u;R(!N`-%T1 zyRWID#C74YbhfnPcQy2PWZq@e#ozVF$bVg*c|(6?``?|t4#(PFvw`B$qUSu#-=DKh ze4w8!5GMF|lwR1gB^Ob;K&;U>e#<0qmy|afdT-Uo-sa_BAgg!{lRx<{M z?;a=yfHz4X#{X;!WF=rAus5=T<>C3i_^FxMS^4;!U7Sn}ZDFA#B5jfktq1>uC%u6` z;y*4B7FjND3Lvt93ukO)*zFlRr3RIfuEPI*z4UNV8smF4&-JA5W_Ou%c+GBYFj&=|ItYUG zPTMFXy&(U08vKbHU>YLYHM^aAY@HUw9{&z7Oc%71)QjvDc0 z5hj@}c*wFJWu*PofuXlvm{FWVh>_5;p!onxiJ(L|9|0t&_wT{?uT20zAk?*gV40HH=`q#%;{~AZ9kmVaO;JQM0_jK$1E*}4zJI)?p z01m^UK0I!u~-+-j%Nn#685f4?P%o)zQ+qPXRnjhQauT8c>$3)Iu`^ zB?ssi4dpwVi)G#k>ORZtoa46Q&rX}Jpe+Lr3&s+du>u|y{K-iY1EfMveQ|rSK+3(F zRfvxF*-}&o@6}clxe2Hw17A%z4?$X&dKjLsUW=*tTlhmv`yc-`JxdCsON^LoqgcP0 z5#IP0N6?+z`dE)qB+0G26;{pgY_MDv>&C^M%8JQZoMEb|mSu~HM)^tkO=P@a_wSUv zH`;mV24FX|(vngR7Os|j(10Rxqk8RKruKuT4_1fV@20ccSXzfZ4_2oW`)|Allvf9g z(YNzAxIvf_F))_wvmw+Pg+yV6;^|2^kR?r-GDV4<>8pUNR4AIve;0Ko!j&c}lV_%LHCzhZb!OOfP&~D1A+^BlPy^-oLM~%A!naPd&!C!mtx#N``~V4pb2xP&0H+2nLBZ zLLTwZ5V;^9{^PX-kVo2(WKXP_nAIJ!WsAO+h@A;2rKmP_mXH7boR(X-TkV$kOJ27B z{jdF7>7n7kSXPIZ{yPQ(ynS^e41*S6_LS`%xW{OpiPKm!CJ#% z6&{StF8gj!duSxo71a)MG`C%HkQO0K$qmt`vhq5srk#MFbtO!c%q(^iZoOqW=-Wsa z+9WnGl3{B^sVU`3TG)dZN(K~Yl zB;-Pt#F4jxXuZSsTvDJ%Qh-)cfN?4;dw?}a5(z(^2&1w^0b@d>R^U5`P+`FKmWc3C z7=tc0jo_4&!{>lNg)t;lBUerAnJEn)0-U+YMKL9+9t!%rXg1Q9+5MNcELQ)eW(D)E z&!Zx11Wkxe8Y4Si$77H*xwe9?OSf7DGu4H6qr*Cb1=gD{eBT&F))?D|ul4dt%VDI9 zVa^wE)0RR-PWs8*f~({gMkV+keNlC+kX($X*6gP9M@;u~h2V%;kz{b#MCB49_Zn=| zj2yKu9NX9|U!-`G5@WWdDVFkq3EE#C>!`U|yrwi3b5tIBE_zpJ{D|F!(4=VHvu=r0 zre%dXnugk@+U8#K%etM1UGd%<1%CG2x@G6-O74PB*1O^%pM=COicdBIZM^)dlE_2S z+R?oiFQp!QrD)XHR0SWc5PWV{Au_L!PMIc1f=qa-f~cMB)sPKyZL(b_-gkbYlJJ6j z`jXYA$eL2F+k!b^unjMxjN5YR06{W3N_v5Urwzq+-4;gUx{JmrI4uS1kQ6jAssfZD zlAf9>>t-ebTm}rrzGNNrvT?DehJ0H;t^67+b6pBE$(KI)sUXk>hC_hZ}8s7 z%H3}E8Mm8_QF-gzi!(dg%Ad;}+LyV1r?1UyVs3D@^cM`0O3Si_+y5b$kTdk z8`G1McjQPyzlNtxPwh-Mx{NuzussYxSyl3iY!$yGK5hNnSy_4AN?J!6313-TcN?WP zj$N6*5-Mmvx(V#2LM@NTeBD6N#?P#5Kv7PYVJ z@8vrqnb*2xEnrDoCe7wtFt35*L#0_!mSa@5C3Z)B05_?GPJ&Mk4h| z6ihQ%5Mkl2*5!GL$bZQ&bA}uZDu@ErYKuyy^pd7osUUJxo}0J>34s(1XpLf^X0B%4 z%6+fz-quiL+%~7HY*(J zl?udC@(6XBgJXA~=XHKCQg4n>!#$RV;dNo?#24r>Z^wdyZ{fG_0OfGog>dqM2z`lc zC&;pC15;t$2vkWVfD|IoY*sdU4ANr|?+1f19k+}?swSo=JkS#W10o(8XjeDdWA=^z za{o_MhUe64`PKjGn6z>Dyvgj_O*)s5?f~Tx1MV^|S9R&Ywbv?5*R^DtE)o!NJ1pSh zjg6tzRb0h_wk#=`pN`1aZ`B!gK&kqO<(b^Ajb;K6nI1SS9jX56w96sUJ(G0=Lra9T z11!qgvE=vt7f5=dSHB%94T4K*5JJmR*bmt3;G50KJ_Vpj67!C6wt(fJ{nigwe+V)+ z1*{iw$rOkzQT1N)`CVC~i!1w-y||TkS__v)V{gGJKI7U2=Ep9>KE>_!if3^{lXrRA z>q+~$K6t*5PuJq&7gk#X!&C-z_900|8{eQ8C8BJBdSa>MC4gQ*5u`$jsRT^7fR%63 z9YZvV^AG2KJVOxvhzH);Ava^^vTKpN4|UF@SpPQGfXulP`NAc+R!;t3Ev*Ajwd#|! ztn>^uu5=66Q_+Nc7Irc}gT5m*8El)!AOu+qDxsJM2UH_ASvR8~w54EofkBG12;8Ae zVR{uqqJUSL$Mn8A`4ya#k5A1s5@b&T3`MBw_Y(;hQU~W&R3`L%{cY}L#bfn@%_9UJ z`|eY_BbPio`>n=mgd{M@Ydjg_s7K6&L2N?|p-;jMRRv@xQL~vCa#A)hC{>CSN(V?q zT<2(UN}um^HgA#FZZK+e2lyP#9oFxMH>`i8p1KZ=c>8AQ= z>Iv`t3c0i&+RyC|?vMO@rVFqwzyJH-e9L&^CF~B!DdPfOmC^N(mDCj2 zr}l(YNw@Bix7!d_H*!@qz z-eKNio3dN!o?y~=I}&V*utGT$=CU^LPeg^LcukP+b5pt9p^5^KuTQ6 ztoXSswnVv3%`74E1j0>;0qN@mF|9gWW@XlMTID6#+O<=fElIV2ZX{A9nuo=9n@&V~ z+F#hYj}Cp#IyGFIi{+h@6*I|V+F5}8zx@y=FJr4{hS9{~=5@ZD+-DZ-uhd z#H=M3P~|LVJ6Tq3jVNE@S7teGk|bbbRYp@D0c*=0fEsE4L82rJCvu`lO-hNGwlud6 z^%yQ}$2vz@K3uGjhm~I(-u}M4?BRIa5Z~qmyY`*i?A1H+=TNWlGg&W%Tifn>t}K5a zl&RRo`r-YkKS!T8tj#@!(*Ha6ZGfaew<-nS%o8Jo#h4Kx3yx<%D4H0=lm_ih!2+dL zhw2S;z`7psd;0CEClUaCBzFO(fro*cEd)vpFDk36i?6%B!sc3D1GlH?dI~*Y95Pk7 zm>NrWp#H(ZE#NW+9nfom633cAPfutmp6$zIdC!)tI#B)1UmtRhO#iQ5==#^@H*$MV z?Z=;IDWlGm+>(MH{iO4>;u%Q|v-0~AmlLP<>*;O%X!yzGuJKW{BdIe?-er;pkoG*6 zb782~$$4R@Nu(m-1ZLx-Bv3zYxhPB`8;tc-;<3oW%(}&ZB?{z?t<92|Y z<-4~L1U=X6-|O%)GphfWdPL^y`^DpX{Da+m7(2H+VfnQZc)mtkR-}K+5v;i(9$^T` z;Sc$G8^)(7U9dDg@e3f%DGDbs3`3}G0cHJ2gLN4)64l=5v4NTbmDeVn95#hm%epz8Y|gNE`jUz{+N{O^wW_ZBZ-$ zdFs85$G#3bI~zI*{uC`8l}J4h4f3||*WI}vIoY|n@j~k>FSeI|kQSWmr}Da8xq-Xj z4qK-3S3R<@_l6fGwuOG;jw1g_f1--Nwd^`_*K@bzhwtZxGu9C4IqK)8g#0LbKb}>F zR@jh$G${o+V9O<@2o58p)ykw8q$M#lnqMxI-!QORX{?NRKpj$Ffmtb1)`I0P6JskR ztUS7DD;QB2M>@RG@%B+t@j1rjzwNyno_ELj_QrkYj^_WoTI0`;0$fK(``ASohu1te z8zCf<_9m^7gfOX#|*bScq{jz;=<1$MPSYbf(_5sc64;mev-hY%m+~o8$n#1`lfN(qdsG?ojwC5LF2PO!T{mi<*hr z1&y4Fa+vDBtehlTzSR0bElr$IA5q74P7M<&2Nv=ALyt6|a)?jE2+u>ulw$({nK+>^ zd!{U=+vr1(6NliFKbR*W(nTJiWn@x`L_oapwez#IB-yVg^?3a`d~SENw!aUIQE=t5 zLw)@1?ytwTBj`^C&zll%_~g^JhvS(VUi1g$wYq~`=c{nNy4}UC*6&o)Iy`T7|Gu|O zvFq?359D@}&UF7fWpxKSObh<=&|s zAnzRCX$2Ud!0c>+B?hP?nH+oq$UTr4dp)wFbb9%y!TV!vlNS$YPVNmbYaei`5xNMV z@LhiS4q*_Dmkm(;T61UJ9%gklZfDO>W^x*Hx@b;kjzP2XU$Gua90WPY0M(dzKNlQW zf?g=BdADbD7jQ^GWH~$moUR;EB&%BF9RH4mjvKKv)K~fe%tOp9{cYP6#?NT zu`w9xb#d>&q#H6}s<|*!5gy*H!`~!tEu)F zy9hWurRS^;)2RC_z%5IY3D`-(Ng>IUz#;ec5aLOib}prWqKgl`P@&|I2|6|t$N1-5 z8YEkyd!f`y(G!(Fu27=cxV%5ttMOm0D388u>LrFGal%w1?7H_Y69zM%R-bKatO?iY z+#S(TnVr7;*J~pL5Mf(USvDH=dVq7oZX)Q5IG9#*qtcPI8Vc z!;(6(x)}UGTO|Gt7A;WoG{e*YP5J5f;&AZS^d9E2A8pkztF7Vh95oI`-!mZ`c5CD= zWacvGoYq3p56MkR*wAG(w`;bKP(mwq)u3zv^B5J?iw-w61eX^@VnPp#e}m#UF-RzZ z*bHQd9BK7eKa=H`GgF02S+#NSIb&f)N_lI&S;6TNDaD%%#+aZ=lIIrOTMIcUD%chq z-fesKkL-`?_mvs{Zpm5wy2WRkS@lkZEU=;~qR%IV}V@~YTL_9ocR#(w90^rV|@ zmwotyP~+I<(2eS6OHZ%w=5C+N}5P6F;Q!h^F9v5rG@Em=~fSZJtLY>s!R$K8ut3|O*^#x0C;^w_H0*at_>8j3ruAlwbseZMEeiK8V~J&~x_Q2kyLc{vwH5us*n8y;9|Ss~||h0m4N@P~GMc&;M9Gr{N8K1X&m>4jI5- zJ$2?2@He4~N_6&*b=#W0s-$PZ=`f$<0!!snz~iTF9tr*>{D?WXS-3i#Ybe9^NCDrd zNhtQl>}AJ8ZB8T~;V-Rt<-;}iTlKsfiZgBi0tRywZwyC+#M2lMsqDP>w?72-)xzbj zU6=U^Ez7Avz7wjj5J!q(Uo^UI?dKvW zo6JZUaZ10|^U_QmB9ms@A8#l*Jlgff_su-*pK{A{Y46H*d0Igv1m)$!KmaR4SP~Cx zVm)80n_g}>5L%9@4W!C5*hxtIaT>lMbPJRRcB{zx&vz3u+-NU%XGZp3o|>U>-XEDb z!&OLlJAxWsjsCu4db(C7a)(~?v4b5v|LS*ba&yy)A}9rJ%FF7sou`p!LMV^OF-G4M z@>WI`{3ig56=Hc*HI<2;jU^i~X_nQ&wx#sd-BxU#>*IG3c@_mAVHrjx(qh5EU5yiy zv+Rp}wgyg|^HC>m&GbtOwNXK!!h=tRrou{HA7nWghrk%naAe7?Cy6@KIz^#xU>#H2 zSRG~S@H_uZzN+KHA<8od=T)A!_v`fE{LFAlrGk?j9(^}mGFsQrrt^7m7nTPEQ%_)KD1;8hXC(PX{Hmrz&5{Y!Nzhf$n%C|p z2ar{X7nr5bD-3P~i6zqXd{`9G58_QAhy>`>#{C@=@MCBr@mb|EFom_QNo|p8rgd3J zW024mLhp@9#VS!9yfLbR*fU*8zRdt)j25JcENG0~{wQ_FjE03T8iyUR5+4l0(0N#1p51zD<5!fe6?5Ta>NAm>YJ$#vrz7wJC%{@N zo;FFMbLKzLy=Bm!m^=K?I%*%l606lKkYC%1wHxA^(LSn!oOzmqCbgA(;Jz*X>rlwP z5p|69?(z36pL^eC#lTqpz3stlukg+EoXKElw&@+#ElhiCu}jW7vpZIQ2+q{kzMY`k zAlIy>NiNU^J-ok2V#es*Cuv*?8QwT)#vrrZr4Y**2#?*SP*ug)F2!&n%0S>@Xcrp@ zmY+tdE_*^9H;W<75w6%*bNHay67NTbPdGYeYrrT@qanZ%loXpE+z-r*yeC4T3VCfA z4ptyUp#s^W7Qx8594nDTSRbMJ0zWH*ibduuaaZFnffx957D9hDt> zUozIe)2u&BP9L+6)%T0;_H4a~efsZzd&}b?ay0B}2l7lMlIwYn=x7<8-JUaSf|cnO zW=w;(LkZ#J33C_IZ*+Gk z5Zy*vpSLr2gA6|rE<~4I&bhhXqJ!PHutMh+8Lo@JF3-v5(D6NQ;Wy!=bnEm6_J+oO zMn=GRda4AbUkR#LmCf0&V{8{Z(y=3F_K551@ltP6^qGA0Plzpk@FHNe&73k3_)}b&~1u2c8$BGKtK;vB=O-57-qdNRDyQk(_N& z@D0vH9f{P*3F6lxDX^0@8Nex9@enVDcCQ$%8b|#}@3clAKJKsXXtY*em(i<*cJ7+T z>m1ycpJ)phA1*=WkV9;}rpMmA+WP_CzvKIBZQl5@z)T;27}dZe*>ikAYuJa8ZWiT3 zszphE(r>FlLbtlkOn+bdX0D3XE6*{p@3^ND);oMfJJ8>HD8+pX7{eK> zd*%sdhi?@*QY*#?$4-NO&O*7zm@2!QJts@!tr1&V`?P;JQ+%zCOWb#Ubx$|A{9C?% z2Ji=Z`Wjkn#@X#8dClyc+8wU{i?MTx z6$R$9@UiZ(eeSVs+qP}nwr$(CZQHhO&&@nc{$%E1(xhqoxSQ^#>Du4=0`sg~JP|}I z+6?h;hY(HY@Imw7IlV0}#FtDr%}^;>bw3HccnZ!j-XQP}J}sVu>R#M9$1)ZTWH=hNukE*5Y&@t6h)|yU8;gx130At=6vz+=LS>+SuOTg8q(NX zAo$?LEf0IV4xWFrj}OBKzL7aW8@jhx$)Cm?x>Fs~?}rvWjHO8aRx5VWC}-+-(jerm zMpL@5mzEkiiG|@`#E6VupaJ-tK{!J)5KPjVODM50n;UY_N0Pv4Iz$*YDk;d4SHd5S zeI{TBT@q?Pl|l1;zK_1w6zX;e7dz^A9u2>qy~V{cLhGnVz54h;Xdtq?^EU8X>l8Ek zvORP?zS>!|9NWQRT)_rIxfg)!%oBuxpPy2=9;!|@E6ylyw*1uQMTre-i9<(-we-#q z9()W7igGKFKGL$;=J&Fade&g0JUo*R=h$ba_V@ZTSkH^UhW3c_U!p~NLil0EB zq|LU3L0@7F6me}s0fSEPHToE4MMmvFYH8Nl`F%)>bw(>yVTafJls}-&?#)t%+qc53 zX3R%QawlFDkcbqX?%4O`uazo{74j&?_Ih^q_Ih`2cW3u@^X!N#wk7xtA|Q`cl$Mt~ zT@fI(G{8C_n!sOcpdvQjpty_#l4!+ZekKc$@(lwDp+Y6<5j6-hij;*S1pyEx>*WAM zzPY3%j^>ReX^583=~h!Vv+qVmŋcIR^kSVStWB+eFDHNC{*RC-rOuVpPtRaNP9 zT7xs!nhER5bGrS7p?dnO!+rV9mBB%jMVFP6v(tuuJH|^^$8wBG%4TMk`P4*%gm#=N z{VVK6?j(P_@?rDA^n%8eXZ)v-=7fXFU5#hXS5sMFP{N=XeCr+eRXhdfoyW?uW)#?c%%MN20`RNYa2W$Uuxq@b!D)(6ZCq=BTy z;D9TRSv4)dbGXDcHwsZVLyhs=?aAm#%ZWcf$MIuZ)}{MMc&ucnQ7|^!=Xfo}+j92h>%+G8_VVKdt9Py8J-TJ0_HA*M zi>~q2c;Ts^MxdwFadm?Quw6~@d4D;4g}(JRanv34Kpou#Lf$tfq+zAz+kbfK)uuEdHMQ4xbV?W7WMTiVl% z7ANnN94k*yDa9-!CxB4`xR#2xcy%@UphI5Ji&EIQ@NhyT7!u7=1T-AFKBP&x*ZCPY zbQy_Zg)59$;46~)*UglMzL2N9ucB*dcUQJHi|buDVa3N@lY zZ*mP-D?H@47?v?ObV!jQo_OdG;}C~u$Di7>-7Fj{l|mNFA*&cEJpdN}NUy7=PZ-^w zrRIPS3_OCi528@1*oq`qR5^FsrU^rqQWnEBDN<^4R4irLqGxC9=4g6fc;97XW~0ev zM>tnr_w=@Icb>OF^2+d<_sWqQgB4m?zHBOOq#c%2Yt=h?J!1q}!h5++d6^CXy#h(i zC)u3iN@_eWRJ>_SnPNpDyDYL%3R9a-M7!Dn9NA+r)d-IvUMQnjxK0oteW?M7$8|YewfsJ9ShiHt8 zdawV=q;OuLx<}$p(cV44zdV^UD-Pq!AK#7^gQ7R<+5$Y|T5Cp$$)&qJ_Iz8aRh(FL2-wHOZf4bcz zFTJfE{nrn1+huRlsuL2bO^A`0dU5$8;f5(PPGK@}i;B*y$a;{1TylrexI@^-Cdp3Z!WW#bA| zJ)Ae#ZX*sL3jtH;KiN*%g$k72>4gDB?OJ?_RU)zAg9gSqx2mx^*_st7Rj6J3DPJ#P z$Y2@a=g))1uykj#!@(wPdyA4!h`oD1#MM9iI5LwpIWrEl$tMvB*>b}P1x^-0#*~y) zhe@(7Z`?gsoi@fpy9k8z5#vLHN(2=l;p0Q7v=~THF2j){MpLBtQ>0Q5Zc=C8ZW83} z&I|I;?msce;`>hJmy5-A9BjWu=tzsjb(lqTdL! zbyX0~QB5sX*^l!7u-bItf9u5z@+#ps?gNk;keXe{QV8zt9J>A{Q*rENTJ_Np!}6;O z^s4FPy-4l8o|R-XYwmuJXM#6Un%I8v`)+1{&Q2FJ*EZK^ZM!)A=Erlqk6x0&P^OO-)Mj@hb(R!2_gA_-2|1<2#KOV{b=)Q{0zCb{ll zJ(_8>61E_L+w!L&u?)n^86|}J3<%ol7gW;CE2ph$2Zs~UkshEJ1pk|zQS5y^0>~k0 z2a{`oPvnP>3=`d%ws-_MB@gJk3FdUoU*3Ck1IBtpXyrP^We$GVtMzsL+EPVnMhRC< zsm&oGfk)hHMoUy$!niu^^dYOgk!M6_itL-hFR8snpY&td4C>R{oQ0T>O;tqKi$w@U zyFnh2&q8WKYC_1P_6&AI9^B;eJoi^{M^YF1PIP$YykS&txA*>|(4K1(%8t?UwCvZY z%0^)a`VmiKbV^+U4A&{~ui!{{97rSf2@$C)$vr^MSN6djWXL0AjNZ(r*1LRLULk1H zsx=-oW?|?=GV}86n%}FGQNDSrh;|LO&u-?~>{(X9+{4UZ-kK*INx{&nrj$uW9p^t! zXgF8b^BA=$D@FPnttBd)-7B`iFzuhrA6nv)s8up?EXB&JIL$GJ#q;E?k<2o!?eem5x)alVjr0cZUEC%m72AH1E<_XA>3y(f@DGyhay@w3yzTx2 zx5WJcF%1x4Zw{ocy@lIg)7oP+-D>98!AiYaL>k(#{9D{s>-tT|QQYnnOQ@y;ONK}F+7>q|6(e6IpIK81tQ2*RIO4{hZu7a|!jErm zcJjtc%>OE@BUy8m7liCV4LDx%y{1dM^r-+5O@|T`d${;UgGy-+*lGw4mUCzp#g1th zGm_>Cp|YQV9)e*pDtinDP-&+R7GG7fR%K-ltzRkqi3)F-_)n~6dfMTkj-rmCkE@R@ zj|NYA@tn%XtcD8T*JkWAT6F=FW5M&W2yDpB+u7cEXcztS;>fw{S?c>ar_}m*AW5l$ zo#k_VwDhgZGtcF|Yj5$iK)TBFzNiZznQL0;mcA?}s(SU_>{AuahJP|ld_ZBJxJD}> zq#7o$<&)hOFW66$<0T~i5*Co`HWm9Vp!NH!bM9a9)>=Iqz!cv4#oAVBmRh9l&@jE~ zaL(ysu65b5$~yA^ysrNe#;Aa_Py_Apq7$I?ykCR(iOz5&Y!dhM6&}1D+H^ zohKmGyWCmzo-HM*@4b7ZJSL$3(P9{8tY0%&=Nfs>*OlIsP&~f;@14Va1izl^wfU>_ zjE7@m5F|LVHCoBbnuV|r9+0=Jk9ncQAx?Vj3iJ&i2ftQgXz=ax%MQdpjTejM8dgNQolE@SI^@83`sAZKwIrgqf&!fhz6#Bz9^yJvSp^ zwTda1**3$V*nJIoDzb{jxQcd1I8B)upwx10Bp_rot+)>pm5ywJk1p1Io!bNVFk|Ly zr3{{$Hc{9O+U8;nI^}9BwFM7~DrL2eVvsG1$=a7p7ktuEUu;^={*R+ESia~KdKHsl z-NX^`B2&fX#V*5aiz(kh6eww;20!Ro4#=F%KA?pq8q z=Vx6GYXq0IDQ<-r8}PEZ_M^GaH2&~*Jp_R|dq6f^y|l0&j*2@X0hq4 zI3i)0LL^Y3=H5sI)*Xk+%tos%UIwUKTV-wQx1Zae7v2dI`*(AkV^0k9 z(=e!zIvmM@J5aLrPyiqjVO0mYOJ1G`6|FJRzMXqBTZCaNZSjG*x_cB?i_Q)S+?c2l z0(}e*O>TM#E0;Y*cm@Q zm#x`i>lHlk2V}`m)4k^(zY2ATzqPBYma2V!)m0|^zKXG)gao^H#^R{*!T&x7p!yi} z$F{26?)siwsrM#VyIo3K?~fo2$if=9UoK68lg3il!a9G))2*s!$a&MDFz~g7v{SIO;j(ze0R&=UkNNfQZ@T3L z!PEr7___Y;Y^25iPgoBTzgt(t<{A3+eXd$3Sjf@4EvLrVt@)THCVhxq9T=ov(8 z5aN@<0=fRe4%|wSZ6)_Tv+Kgw1cdi_8)Ux2JdTH09&|dS(nB0|*X502dxZ@YoY;GA z2M|#v94Mt7p)5l5ZP@SFXX&T#o$x8-jl4^P=rt* zC6U>~4~7C5A+JxXnr)&iSVhz=0XF*!MP``U=p!zrk?*#vSrJUk9-yp1LYz$3aA&X9 zF?8383MgV5tOikF!%H8?##pY-I=&;Vq;ZGWMk;6c)e}mj%lv5sshya0sH^022r}4>hLsh-(B z@pOn*u3yf?3DWH%d&?J8Zk0$<5Cs88|UoHBx0`qTc~k0A3Q& z2kbNUkG{!k9Kqc3G_NB8>13AjQ$t9{5EK}5k8uu_jY91_1bV0^vZJMt%qlCwVD@xYb9RjAw(k79 zU}$k48?PTb@~gK56>sxsSiwoBkd8T!kowQBU4l-oA_g=*f+HBX8^npjFneD9`ceM6 zf*EQX91?6KJs%W31R}E!U?$wLY_6hq8SWgGd*ss9=L0pAuO9gffU~H9qBdES5n$Ez z+A(>&i>!QzRyge3F+wa!Yv@?s3-f^!$e|t4UN~JW;YdDkt7__%%DG9brAy0w zt9fX%p!H+LL-nI&3@d56M|)xR*ylLlDgIS(x3}n%=yIWv>~hAfVJE7V7?Hrb_-_&0u!V3EcqoPR^);_)ER6d<7Tl7= zHGAjo6z^-g@6RSSst&Tu{cgNWBI6duZ)`CF`m>h&j{Ww_*ADA`hTJViVovXefDhbe zy-{&SGKEToM!9~ZwVaYtDqzPRibR)1_y8_+L~3fd5<#r7ji@ReC2`>sb)60<13fVA zd~Irke)sk=#m$`Ov*8D2M_D9IlCTTTdZhct^L1cj{OK`DBD&?N%LG z8rwfp!wewodrTVsWn$r$7SlW&G?3cV@|gUJ2%v&@zQl2vc3mF)#|LzF92E0Lv4jKr zc%;!bYI)s8nS>Af>_zqQ+V*i7S6&LV*a>HkAT9{5vlfAZfHfmiQ=Sp#H&cm~^xskS z>4hsi-0U@tQqA-6wL+-Zcj)4Wq5|z#3Jq%DLX3oR+RlM_%|=6Z^Vjf@%E?XK;LZqI(n#%8dUnPv<70(odqdz&T| zR$7nB^(ZubVprnMg{z~+!-pz+kCPkX_ztov2M#4$q=V_e;l#FFz$)sU686xi>l&q9G7&7$9yQDyz! z({7u4QS=X2WfBqk+HywHsI3J`6)73SJ;D=WSwY-1%H?BNHq&--xPtkjC(<~5r2rgA zM7O7wiHD#YZm0gA!S5U1kpW()$PDAAIl^xo5_MR?n*2a_L}W9~%|H@O0SQU52~H?Q zQy_1QNJsMQ42-TKszO5tCI3gNxnHkCn03)#*FjMai>pH;Sii6Qw(BZ_$RKZQi-v zjyLNuEGPXF^gZpt4#jbf^6Th_KIC>_>IO&4c|Knp7lHv?fe4T(HNvca<@=LAE1Dp} z!=j7)E#Wb}r#E01W}5$OdQ)rAt`A=$zI?6Zm*ixr26H<&l5_{o`5_y9Imdje^gIQ0K0b=m;p2oAu{p{ z^-_TWtw^EaaN*{~-eC&Q(8OB2u~dvghqFw)awuH`u2uPjAN+-LHkrMq6Hu%Py@#cy zZq=gRIS~UTM`2?a=|lO2PpF^PFK z&>4a%AKrp6C4h1yWYm`!T`(SEtTj`YhrOrK)kspD`L@&BbYk3PettaK(|I^ub?<-t z*e|ceeeQ;QY2DN9la*uBu!_phEEmBR&=PVd2eaGmA3KF=@W$?YWd!)u0yuX)Q=SDX z+XQ@y1(3Qj<@q%_+WT_XGepkI1I)7{9!5S+pSOZ(MAC2sw7Ps;5t z?18AWL+K;fvPI!hM?1t#@q(6nwDvQmHLgzp5)uHAJD*O9H0U`i%`jUaT^EnR_3GltkB+w;MZJVp*+! z99!dT>WiKxqW#Kx(XjcOLojhwfFM)op)3g!S_Pn*g;vi2f7_wQ7%{9x3a|(1Q#0{F zYi`yt!+!n+4NR9h3G{txeE(^a^>3sbyfCLUZbGXuG&gy&cbG15muut5biv=YTEs2l zwBGnLYyY_>-RWf|a}y$s1aW`6!2}NFJ6qyj^*dCe4exNya?S4%FMa5v6+M>7e>@Qq;WY+ zXFbx~S-m(^&x@7Xr@sCJr%AYOm3$re9e(px1A1 z`swMayzt@1@e?GYY{jsVa>YGn0cK{17o&+Cu0%UvBu-p?d0kx1-T7JsZf0rlH=ZNu zOap5Z-LeX9wbE1B58~9xmu-F~BM9s1Ya823J3vepSA6r)z%EAh%UxLn zrO(XN)^^=`-vfj=3z=&>QSy}tQ4*pcCMruOpI}_j-%h468!?FhYPf1trU!Vzvt#@R zd=w!nVIr~NOr|-QV3vczmqmCAmEo4Ir2roS^IkY}P#2FI5}_5|59iq(&)F$H$>Ryr^8pJnRr?kE{uuG5Ga3*uS)Mj`Lq57e~U1Ha_d8 zMcCKw02zD6Re`DdaCXq0W=oWFVAXf1Me=X1eB4(4A{A$i<)^1fdkzhq=q-97R>XbR z1r)u1IK*60sX_wqxd#4(ov$myaKSh5AW081xA^AKmkmg!O!I^j_dB`}h( zj!oWyuKZbkQn~=g_lk(70%6~aAM(Gj0GkkVLagn;SYO%2a%Kx0TcdeJ{kLXLA(9@C zSB?B52R8Xh<;b1%I2{+SnC$=;>vKNMQnnZ3YBNnyrt*obLI>HvNa<4*$R&-zp-Y%k z7OFP$Kw%Mt_sP71{?Ye){&xNa<^mZ+L5@9Kn=xcn86L^>FCmN0vt|tb`r!UTkjV?F zZ4i#o9#`y|AbjBNpp7Pon+oV=dcbo_rY6j~R3n#qC?MjW- zi(HfW0XSY4G!#W}yCB<{ox3WXj}A@Cc7E74=xsA;r*=_!DULE4Y`nwniXcBKkAOQk zeB<$%^0K1wOvygg9OAjJVHVKY70omRz6z~m19+^5_6=)Ri;aFmwi$%w@<&?-QR%-i zO?9W%9f*wx7h)U=G-z%RQ8#Tz|1+W!`_1m6d@{}~C*r0iyuu5^Io`-}7NjU-y2nM4 z7UdnT6Q(ujs7O3VFMEq83 z*PHNk%PHaUq3{|eD74bmFKhdmojh!Am(vCvdgodV% zxGjm`9mHmo+kO*n4i>6P+t@lsX<9A+FThjHj0R( zzin@@Y<;PFhIVo9fL5ysD@ZY=`;tm%6m)RE)5LZx(Q-^FzR;EXJ}>xM1>Rk#KK{!F zJXS&TYH(=Dk`zDT%aGYHLn?X(c)^eb{ezIeewC2I%T{t46CG{p4dy(V2jB+He z6ZvL=8t;Z21u=cNl|TrUo0pmD^!=PYXP?1`P&YGpoF|=yk0RU54>MY^oTfuKyW=yM zH876lg0{WZVkL}(+}3s%dH%p3oFC89^`x60MC#NLd(i!dt3dk8W3X5Rnwebet5%i> z7hziq2rNn$P(&B#7Hl;oBo-dxkD|K^PcD`op3L+4r~>*mqR*BU^YT^Y@>$xbL_UJ` zs0z`N_B~89wh@oyL!DYoe9xt;sFh$L%Do6~Z7Q#!k^k!SjWT5)m)9J)=d2`2Skl=D zr8T#r%!ScS)iQeX()ksjFpSxn4SM7AQ8H1{xhC<-SxQntzlYOlRLNEi^K5fejQv>V z&rV}1{b+ll^zSiN-WV*h&ta+*Gr6xnKFWYA25dZ=RdC9oF}V;KR?luroFk)~M0v!2 zOT-i5?m)3@lT949b9G8Hq_u68qIFY1ZIe5uT*-tS=hRYAAT9wlJh(yYjY1?U>qF$` z`oJ_4n7Qe@FJ5Xz9y7W3K`Z7(Gs~7Q{tP5xmfG;WGpI%`o?9oH_MfXhN93I_jF?*F zi`~ba@aLt{eoBX^PKzZSd1T;xcLHy2wd%qd%C;w$pC=Euw{?ssC%uZGN=G)4gFpyo zmnIPNM|(}M>N3CQ%}$ase+0*gU@Rxaa}>tXR&hd2`8amv8?iGf_W}h0TrZ%7bI0f4 zN~Rn_rB#I|>XgNQk=V9vi^#-4B2>mYNU)#|ZyGvq!-=MsP`i{p<=^!?MOYIl(IpJr zI;2DDpgjwqFh?aD_usTYDW_BK;he)_P+3WA*h(mvW+WuD5_b;{V&b=>#6byE#3yZk z-kzd!&FO0D?d|>I*PN%MPR&V7n1Czy;@*T?iwg@>YUb=xUhYTv_xznT;>MmlvM2X% zXi#0Z0=W(uE9fPLy|^f24wu8YoEg{S0F$IJx$L0k7m>Tvv6Gk$g@;4oPrYE&Be|ZU`Vckt?0FAjfT0bZGNpk3 z>FD&xfQ(4z_6qYM;c(;zq;TrMom=w5T_KcjZ;(*L$=Df*sW<#E@O>k(EBHO`*$S+z zsG;kbVMH57#5E6w26_qKg2Kla(vU+h7O70Oum;DMLJo+Nk^B?rhpa%w z)W46fq-Oo@SMAoZrjtjvL4&~s^eMR z9Oymi&>E}5lii(R33H;b#^5C?T50eQ<5gLZSL9~fBK8?kKFn!7iA!(!_JouDrqb2g zE!H!?QK4K6b*&r+i5j_OUMlsu)%{Ljd{SwNERxebidZN)%pqxVTQ8{XQq?%$o=>xT z_Ebu5GPHCcbxW`6;2|q*+=t+9EyRC3Wg<9J^hzzmizNQ`yMZGnFz6Y-Fkd^!!-_g*sw9-+C@O#k|Gwa zP5p=>qdD%{I&s)kEzQ!Gbi_ zL%3h~MDrLY0ld%SN41^QIFeTkmw!j7_nYe$%mVA9>Y>t@`NP>OH`<0qW z?b|j%c^nH4jOXJfs*y^=R`oOw+U^wewjt#_iXE5AB*t@ZUJuAxV_>i!@iITcg85BSW)Hksdr(jDby`lB@X5-ilHriQ(n zd2*A}}26F(C4WV|_0xh4bx&+ZW|BZO})Ne$%wL_1pFQ+%+Zm zZB=YU7i5L;WH*X;D!zPb_s`Ag3I?7AbPD5Y?}7J1H^0tMyNrH~?32h`FF@43)EE73iqmGYs3Zk{EPR-lw96#1fZpA?h?;NZas&nkD7CMaRf{9)upaJ+EEz{eN?XS z-X>PmBIa8j^%>{|9|{?0U_WIZmgApCjuG8^jA!XXytfe7Fzz9i!^VBgmCQ%z+o=&V zs_fFhUS$bFr#brPp0Zhk$rv}QZp8~mdaPd><=$4F1?LLc;`GkboCJD{!1lm5l_`(g zI`!K@icUF-J?1z2_K&I!w8oprkBoJs8=)aVhLsG{8we@4OZ0aS_o;iGBKI0AgDLf& z@1Z0ZhLvv?=1;g|pVwW6g>#zjE-t64(3Z_>MFwJF?pgJn=r6ATRmuj7>d-FWs>YD- zs${gaMcek~muj2pV|V6$@Eo!%;o=WK=1t5 znk!cd<8n=`uYQU|hE5e!)8jGkuFi~etrvT8)w8!dLku6M^jTtW@{={)#438;hjN#? z*>6tF{ci}QOwX-F>$9_+h{smtlh{P9{aS%98{2> zGrh)M%C&?P6nCeJKM!R{^eQ~BClF2vzRX_6f;Dqa@% zrm?lvpF3ru@jC*qNL^Ap{u!V%H)J_Cxun?P%?Dz1ke*Np*{pQsvCpfI z^H|bUBsrYoT!3D0%4TGG(My%+f9e+!mQqyCWRfWVke^?oB3i!RnpsDJJMZQ*R{xlbbDsg=1TIo=8hw@V#dAGVoN2 zD*wCCttZ7RT9W2*kn}Y~nPk3|AFXcOFi(3lb3BGR;uh}{Z1LxNBh9N@;pW&!89tLD zjNRa?m#A%TsV=89?6QyCFxKM8q&AA1irEtHJcQmQdtL$)gEbZgTn zNtYt|jDq`s=#fV775bGmwzD(o=enScda4__`vs?@Icf#ML$~3fxLDWZ0)U>yEPLQ< z2E1V&gBIoOUb{T`YOrx3(Mx~dv(=9WKdS5RzyrKUDo(?4|9DDibWd)Vu_`C)L2HKK zYe(b}mQDPV^M{yaYx|Rv@1!<2sb#ha!=kt1N{6RW`-F|;`H9>%XJ;9;vai&QeD^o% zg9W*L=v=Qr&-qM}`wXntt*b-eCxEFm@9pQCIO&J)R2xE7qQU{PeJkqYuU4J%W;(kI z=pyos+PV3Mao-vyp?)K`zc4sTJx$QhK#fqS-6`u&*iRkyAk5 zcM3a#z)ecg_I<{6SMEJ8w1C?5@9)y1ARZ#!h8S?tJ%Y?xPyP)&l`*+s&Zw8a2hGyE?XHotaqt z;ZJreWzuhYt04`(txn2o*>%m)FZ(n8OeCPj5|*+p8Iy9S@6$??Lr3F8z8uVKYRD|rQe(pXsPdCM{~Q24I>F1LYb1T2MgP5 zCG95@hCjUiosT4JAUkgbrwt&wpzD3S{5T9z91STSM>^za?P65#MXYZa_GT1cEF2B4 z-mZ2?znO)e@IL%U0~kNNF+D6odY$bJ_!X3zg`dJptSHf{@Grf0mhq3J{VjFB!4`M$ zzq~-QkH4~a{BF$GyhXc=cb5CFk&N-VAhiU!0zT--kH6q{uwI;IkQ#Ho$pV-0V7GI# z*|lFkZ5kye>CxHOd){|nM_30H>^!p~Z0{>!v%T~$1+7AYu&@5Ci=Io~n~b|Wzn9TS zjHl|kkgarWV$$nMmuA(*%|0y8hC?UcCKqZaDCQ`PFHG|v%9f_py81Z2;kOu`Q1zB6 z^^_A>>GjJT)R+7$W6^C%ET>mB{qhcqj0P7N7SqyDiJMHdfL}jp?><~>wbpxtW7hkO z_A-%%mVxM-Vltmy$ClIatMQ7TB5CP;rRRoQ2>MwB>5;W4(Z@HJGsn3Jg^Z6+rpbp~ zc!l*HP5d}>VOwi%s}!V{F_tMv&f-+0^Lw5PuLm9_(M{rn_O~@CA1!vSx)tAsSP8Fe z-n$2^0|FSykOzFNWT7euv=4lmd@)ced75z_LLVhM2|Z(-fbNYycz4*}V85yN53$yV zREKY$J*VrbM&&q*?E39*GxlEpytmP4hpiWfO;<^_sgjx?hhg)@Ges!2Cot&wTQi$FlZ{%msalNWp@!~E#^MpY%Qo#Bmn?Y?HE#0<1e zp1S9}diT8c+;+cyJnTSoOG13+eaI&D`ZvrzC(NB#V*j)~f6Y5jzMdNRhOr~v_CI=k z5rK91<0bW}uH-WRh6wHY8obp`_Bv_{F86lofZ?qJ`&8|U^gz)RUJ0*H^15&BhKMI1 z4GE&($D{iec3@ssu01i{@y0IXu`bgvCo;={BFgI<=D|hznbQGp4QW=ggXI83?s3P{ z7o9vP!eOv%B@QUZ@Zh2i2g=yLNfxNR3-sUTZeG4k5yn`R5`H?RDs~fJzk#!G?%;)I zZmqJ8q$&WC^XULaVTTr9rM}JbhfC0izasph8`rL+C-N;8jGd*Dpb;P@k#|TdTP6-q z!OA=+_fRpm9E#;0++FLG3F+2cpF_?S=bqRhnGF#BTi@nUP1FyO1{kRao)Mf28r$ovofkPY~2lYX}pS{ zZMsU|w3~{=dEiJ8He%tASq?f~-Q0&4wt3}xoSCVV`Q2V1yewH>eMM0ZAZV&O|E65v z??VR_1I$`r8CHXUlm(vZ2fEb;rklfONVz9$7i|R!b_UMiSsZ0!?^v zL0?W=zYFn8;HmSr+n@{i3*-gw6U?m(TS2t!$JNiw-!$*-vS(-@K7`lQ$QG2w=FzE)U?mjV+{C`(5|79 zr29Iui8)jwQ?Pml0S(Krti$5)=*yskDXGa-0mAlDdB)?CS4_rd**g>SXt{erMrm1l zWCnN{MsbP2^j~He3!1s>G^j*O-p<0dL9_f5C}vv4MltE^3d&6>WD-1N6 zLwc%2R{uY6W*C!Z7|~RPfV5VKQGUdAU=@8Z&YWO8)KzHzBBcky1-Rm;32h2P=TOBm zWIEhu(9HjOkEl7a9>X{!Ad)G2FYN7EWFG7h*hH%a(*Obqau@T+Ixfv(o%LOJkB7&S z(4mCGIa(r)g*)_~kxR2{rD*-}-O!U)a#OfV$d9Iiv(4{>>Ax!zQP34l#_*~wq(9p? zIyvE^bwYiax$NHIughGyqx4hIQ@94bubT||9Gh`nVEhbM=5C_WU6CcP8@A41k+WzG z#aat_p4Fh;-9=DT8rP<#BJ03f>7#wFjHf7MuqBR7R$%0|?EMkf0e)?qBv>IYl-X#Z zz@B&GptSkM+<2h^jeil8jebQU?1Tv$0mhqKcaC7#cp5-@d;aJ(g7j+j62w(eI=y(Y zPWEY>+r{6bT9azLPTgrlg5+MPt<78j5^GbqIg0b^mOn&nfOm*0(zRMPHC8zE5tL-u z?$0!>E@?>QD%Qw@4zbzfa~tO@%O*|j8*>Ds9&R@C@Z?LcTkxa>*o^v_ zB0a9RQ=+Wn+_C&{J2Q(QktvgFef*I7OkhP8S=(Gs;!^Z`$Hr0b6SYW2)GdRZV z3Cu~2o;64Y7BTuVj07BKTUZpW|9Q^Y4qRIsCmce%s7B^YE9p{VIL4}EX&#?x8j~DK z`k!Faby@->LrlmFh(sMBBiV19StT}(42piZJY6$^v4Avu zXN4@L#NJtZu?6d$Cah|N&32h{#@o@jjjExgkq?%L~+q`~CFhd2C^6nq!{^Kma zo^T5fyA^8xK8hK2#;o{ezq2URy@NB0JbwR5uZPJh%5-8|#FfR1PO~gBQ zr{m*xL5rnjrVerI}?} z9PC@nYuNB6js^QVM=Z>^te9Yv-ZqwuX0%@^t`v9L0r^*nn+0%1ceB#u_>CN;%V%>E z+_LmOQ@D&2Dyg{S%Ou8WZ5XgJQli%Y4i@!KD{y<2G4>QPDa5#XHZVJ7yDORQgPR=Z zgzfl7yUyxdTyv$Q%rUCc%~5iKljPW?%Y8>jN5&m*?yu4G?MW|CBDGQ(LJ?AtT3nT$ zP29dR9b1qm4(`OPVdp=REApSVeuC(Q0}m{NwV`mx-d$%B5=(h&ToQ|&cBoY3)zZV2 ze$((TNk2dUw|sDm|C12S`u`(DGyNyuTPv>KX7De3$R|+OV01ZyU!xI!3WaGsa;tKd z3#na8oB^LH*U|MKqUSw8kk|WMo*35aa%UExUy@qSC^|J$2-Ds;k+yv^oJv@|s+d~M z_2(j>L-H-&lQ6|gFgOJUA91^wCqM1Q?9P{_-@lbN+s?E*{d;|HXc$D7B5T@}xx1?M zx&m#7K{Nqm$sIlcC5ros(hy#oHFka%}1hJTVYbTLNE_y79lfMYZ>h@nWKM$ z#ZI%{P1$pNJ3P*U$;?yikvp&SacYqM@Ejo*4Xlh1;9|pJ8JA|AdL1iH+`m zINJ2=^#94xHru)Kgj7=!eYq{~uykFt>oh;Jfwy6W5i^4a1(7GHrjobUg%2YO`-}(x zW2T51-^&xHlbJdh5{edIng?rDVU#zWN}IM~95*sy5H}G(B(-3A&$LE7bG>k3Ef~)n z*ZkRi-FbDV?d2$y$=;C3=1@jMfB-1dC?Q;d;><7 z1UQ!6Jc)%J*kjid<;CJh=b^HF6^tZHGX)5LJMdN6h*p)xY&=>)4lwfwaI(bCXlatw z{vgKH7iL=DoyATD5g8}XYejH^bV_Aq22BYMuGfR`_iG|xxS5&GZCMwffjX_XqpqZ0 zW{cpm{)c7Bm8wFW&G9zQ-5o%fn6GdDSLaP|)hK}&hU6Oe zFX`@YMl#fBe~mut(A~Hm@SSe}+pO8D)~{(*m1X@e-Vm+5;U*Z= zzCKu$U-Vl}h-^NnOP`4Y#DzZbmB0_kJ4|(;gcc6vQvYop?fzHoAdi}K)ZYLMogha! zu*~n*criLZ94LKq>_eTspQGQXq&Q(deAEa%F6@1tKvxJ^TNEpSZeASfg23HDb`Hc* z>j1K`;C(vGlD)K?fqEV|Ut)5B{9kXo0B{n$S;{?~HAvd{&oilxsG9>Fc#?O#dqdi_ z1n6-&AV>L1+#5epJKWUp9HE58Bf^;x+sluFOHJMy)Tak0v=s3DfpKBcmL^=-gQJ#MSM<&BWrT0KrKNYOs<(LJ^= zz@5X@BJT_U-e&MUs4T4;Y`we;l+Gx6N6dTK@&H0&#gb;eUZ2JZ`-J<12tvYL%Gi`M z2zc<`2f4&Dn55GQD`J+#x#FTmaoP_&W~1BlA&l4ebL4j*U;bR+xAEIq!8gQ)=ZZ#@ zkf&C3xt>W~_(=n_W<1Xc@=O_@v<+EQp=3804k$GP2osC0VVS-WT(GkTG8;mtiy}M$ zQYX3loZ`U0B(w9dYtp=i-(jdfBtDPpS&5w%>2{~fG)@QIWj!c zo%UutQNN3mrt;m5IGhGXjlkd2WCG-!xUY^(|M(L56523mqy_$fe}Qk=*`P)jk?xJ0 z0$>kh+rf%B(Dora@ZS75F2M|*8@!>sVm-*R3Edo-Iy%}VMJJJ7+S6VI25!;q00{2G zyF%m;$~xL2v10FGjT1Bs>u#xo>PB?Fe`{sN4Zc3~EG9wYunR>!DA)qb#)anu^tYbC{nPdRZS{3gG3o8W@LpKlDsL@%l97>cB4)#}@Y1SX zL+_l%#4!$M%1jEgGfd;JO(d4@QznX2xuPg{aZ9Z1_G++Pt8+?mUCzrZ3C-KM$yPDss?be|SZ1r@-Ek#N?GY zd^e&t9Ew^DXT~0G`9~w9Eq6ioluVg5C$FIyc-esd5K!Hh^7g=NI)@pGsKU>M&>JCFEy| zM!v~66!2@@(C?3grzVzRz40l)IR#FD<-78~YLlG6srogls%qN>&_)g_yOc!aG@_HKev>yHPWK+-(sBeO z5fjE=qaIYwVT({(#AgcCyF+jf5bQfS=N`N7ynEm8t+&?ipF1h4{;c5g1VQru)ec31Aj5}Rvx18&nc+3jIScUYNdYgqZ<)*k6n&7ooi z$r%c@Da^MA6?!K^w|r2?OSroUpIUv%;=c`UaY43I{8+~vM~Y99vrC97rE|q>RDreD z=Dujr$@Y5Zsu^=7hMnkG%{n-#AxA4JpFUOom3bGa#}Dr-GWyBvjsj0t@e`VOn0hf0 zwgm09+`fF-&Xqo}p4FjT%Px7%@AT*@pkhRyqpb=X1@`Nk>8Y>;diozn!%~3Ly1Mu# z0!sQ>dNzLFX{RJ%`+9;r`KdSBhaXFYX%DZ6*Kv>N7ghW|B@4skHY(vR?UCX4*Sik} z!zb(xV74LICTpz8!PA!!X-y`En(Ph`;99WJoFvwy2kd6YXMb)~)};N&w+C)MCFL%g zy=&7Q~pjB+!the~=c~0}KKv3iB;{EPEKHB#T{`*#X z9ES&4p?;Mi7NN~b1nF4A8}L&RpnEjumMsIFLE!=6kNoF3HUjao!Y%20_ryX^qh5SN z@0LP~gjGmSMUO?j0^D#X{eO&T=+2389Kth}R%uXQy}&<|qK);~e>oYH-xLUZ%Y-^$ zk3FoR`zS*#bbqoi=Vp(plIsPNnDtJRYiiw~WH^!-9G9CK766z^m}H* zTlU4RMqSpaxbHzq4!wCWKk*7&cey!-^1sO-sKKa3_CY#}JN0umzdbYA>-F3q{Ia}5 z7mNPkCavm4%+#^rG{5YMw}A!4`8}FkJmZ`KDoouhlg|A3WaoN!13T1{-7p)1vcJzV zGJ7x@s{o=C=R->XxeHxZtx>@AdVlmNPma*H}Rp=&fM{A!Z@~3nEp_D}r{pHTq;E`I8`A1t}nJA+3f z^*-?IC>spa69n9c*k+?LN!Z4^_t4zQ)b4Aa)8uQ)5H8e#rFCI z(t~`k_#Ivz65q(P`tA!)wk@J35c@I~aSHsBZm5a&w_PO95ML=|-LTt4k(4kq!L_@` ze&pKrdce%_Pqh&FIAx5lev>ABeL0U$6Miq4HDzvhR{o5h8p1ERu-LU#>%wmkF_(Q` z>Z{o3+W|Kni-LN;f8%o~u-q%aXxQ3-|8yx1E6m)hB_ye=f~J zneR*9u9juI$?vWa-n*a8+|=kBw%}jXS7S`D58L#jUab-A{iH|$S-*7!2swhD?vpw` zBU1_2L<_%qE_;y4IPApbm1hw)qp8J6)JMw56Vi{Vcl(YYGq*KL8&i>y$I0&E^HE;t zGcK}H)u~AXYCT^Q)W^le!Eyic$ERoCEncE+l)QGuG5O#u3lp&W6|5I7pOzP19*kys zEu_?LfsL~b?ulEC)#B%%p0p}i0w|W2Wg~8hl!!=uFBJYw`=}n4rIhv89|x>Xc1>SC zPqlKsOrN9sVmfbaU~E#d$4y+hjV~0iUF3x5SAX6xw0|r_SyQBUX#ym-13w^%j->L=MXbkly35I>wTXl?lJ(-Za zK1Q>nw$nI8=az7~nWu=|J*MMB_;q)L~~QQDb$}xozxndo+rz z5X5V^eS*~3xBO~G`U2R}{$ldQ<%?L^6;a}6QYohO(BxjP2iV)xm!s=}@!BjY%@xCK z5pJ;C&3pXu{45#aqkH0Sk!I@VPcIlJ_OR`KFvn=A;?cF&>zOH}A7!sk;3Gx@n8bE# zo4y*7hYx7+A}E~@p@oKL)v!QWu=IDA(qY%Sg;w9);-b!z>ITQJ3d-k=T~0JDQB@Ec z=C*EvZBcA7`-gNSM+wRZ+im2uE}xBD-o?mF4|Y#(GpFGaa=ld^@eGD8TEoq5@dIDt z2tPRC)>s+5Y(+6eLE2G%fW8cqOtB21cEa&-(x01xlVL%F4y}hH;#qeFyk$_3H3QDN z5JiNIMsP~H=Jv~#H7et8$wd=|j~abpdezQLk)+c#*I;>|MW0bv0IijpQ-Iz*C9ip= z<)I{vYHksnh;4p=ORrm2kjmd2cqZz_xbZ-9KVuZk3h`EPDm3?%{OgON9o$KDVb6w^ zMRBCe6|4H_JcUsaV=f!z>6nsG)#Bb6r$Cl^iBZZ0hHr4tcx7rjp0$$S?*=>abVvKg zOv%4_nPxolb#IFKiRy{uZzkI_;hgihiD2h**h>&+L{ZAk z{V>7?vgZs7hG(SeS2m5>BV5eeR|*YT#AgiY=%jAY9Yk)5Iu&ZC>Pu3}4$rWH4<|WF7^XCMWETd+Y^xvP* z)|*O{+Z3}&zK{GwSEH%6W5*>kH&R14+$LiZL(l&LOT_U|9xbYZ+g(enthbFdtn~V> z0F9D42z?`RN6O+LFeiV;vjkh}Gf$hotlfR6k4}NQ9Wte!BTc*4O9F}?mW&+rZ{wqM?UB@*AG7n<-U3}9Otm!|5=^Y^*UAephTA>2-nOMgTnwnj zdo;?}$y{KH%(eu`@5jn1DW0>jQR?s@HZCK;&UPpxY;E&7fXX z4tnVO;+^)Im#nC&Vqfw5x1gOMWJM`elxdm^V%i7ZLB0Pq-+#)1r0hdmSIF3IME9bT**Y5i`RX5pks^Hkd_RfJp ztiK_~_erC4WaN=^aP5ng+|#Td8?|&2_}MdQ+&MGafQp(n*|?AGnTNRu@i)jrNWq3# zFDmaAV1w>u2JKfrt}^onu+EFmm0z^~d0E9l%!w4ECmP7p3!nF6_U``W;alRxf?utdfdv@FjI8Ly% zl0bky^-?QMOa1DO$GQG!niK6=?@-tr9f@wptbLXL=p{KM&SD%(H-?uYsuL?$5n=pf zL;qxYl2V~QUgvVijyS;6IGyU7FcFZEXGfX+sx#c-u6qLiN3X?r)AF=r9RJV;g0vLA zgcur=@Yts}JZ3!i$8{=@S+Q|eUn=AB-PAv(g|i;A7%8osvbIm=&g17{sM1zPMXMO) z8+#WHDxee(Gd_Jv7M_Y&wNmcK2gQ`mpAK6(G+C$|-?QIy3QY#Je%^~r=eI_!z2L38K&z`J ze6=ydWVeM^pe(ak0{O|@#V{cxt;X3DjK{Wi9b1@^)5>>kjMC8}n8z^H$jzVy z4IeT+C7EoCM3HnB7coqzpDds{J~~p8r9PFIL%BA^wFnrex{GW|+`f)sX+Jnr!6_a% za5xwYN14m8^#sRnXlHn7V0u%%@YbSA^-xdDv{MOb2|UTU7*eUiQkrq$rQGf0 zHX-jvN-F8~&eEBid@K6CE3HU>ZWd?fYclSSX&SJ4vP`o1;e#EnD+=~V5~0g(c(G!S zFCRyl8(b__LN0k}r$i>dm%6JiJ7r~2&^C1)aS-U$LvabipAL$&v>Vp6j$g8>c=usC zD5yE&W1qPSnW|z>6O340gj~p_L*6NW5cNlfUJU~sORv#E+J2^fi~c^bHS_Dq+01KP z>~B`=b!jOZc}IwJV%@mO{bMD}Ji)wup`_#H^!O_*JCSq#+OtZgeQ$4v6*+?2ODMbJ z-gOTvC&L_nwWBcx=4-Wm>VfRBPl0RmoaG#GP@1A!GFhmW6>N?Fa&OKhxSH_o+de2*DtrJ1AK{={9U=AYDQ3T|IM7kiHljc^L+Y8 z;xfgFO-&CPx6`J{S<0M{q}HUE6}m7HQ~Ue{@4;2o>$T0>JL&x~Z=9hwzPC7gy*c;u|`m5AvwDx|^-44`)`AovL865w1boAROXVaN{HhYO*Y1%En!JwfG0 zm^5P4rEH86Z3=0*SQoRHJevp;0YjA53??K7Y065Evqp>KXijI)Zh85?zYr3ru{T2CGOwHWe&4~*AN!-;SV0R=bhxC+?|BX1LuzbgPd#@x*qx$R`A=|0J$*QaN8IPCm&cvg= zym~V>!CDE@5Yf%ow!mhuOFv2z$IoL$y0vxdabscE%{BSQj|aYAJ$-!4rAZHOP}18enk^|$ z5FaX?o_mX%kA+F6DgjV)Ht~fgZx(8Jj=$z*E*a48(X8XF1 zcPT7>BkGNPm9=dB8@DbunZ9kNtBJ{by|*IBjB9uMWs6>y)j=%m^!RlRj%?nB9%3&! zjF0L`cpTSAZ8VYMM?nFQucQ6o&%`j!Z7`3z@*AU6-po)cD27JXd~w7|94@N4V|KPz zsecQKju6ze(Zs4{enxw9t>ivb_8JKtAQI&QQL!g zW2TSy1#b6Mpsqbx!b%rwk;~+eNm5!jD+eIQj(huCfPQAn`AEeG>e~I~V{dslEJKDK zL4l1PtHpHOvoYe3_wE60CBccu^MQNkYTM0Z#Gz{A?Alt3_e#S&;PIZ(X>>Pa^HF9a z(AWLd$602d_aY`Uk8nT(72o<~Vk{>dvCPbBm*Fy-) zjDrE^k;-+;alJ4xK;s7H0jgm+Lv}@mF)7(XgFBV@^QNwQ2CZ4U02=5X=P2CJ6l`H5 zubBf$D3|y&8Mk=b39{0j(|6>~F)=+oG!)l2g_b1AK#ShsrR9w~^skn=0j;I(Zwvy5Q*;i*3o8x=2uGk2&NaRldahoP&eS z*HL=Bv(nH0$=l+fLHVd8JZYR@iB0`(l+jY^<@@1j#Yn68OT!ff$72+~aDSYIcv>UU z`Xkkt5$g~15Er=sMihJ{^7D$5t4?n;nt_UC7h@uTjiZh9MxrC_i8eB7;027S0c;|X z$f2>8=-|qzb=?W`G5aOu3PLXoWYX)zZ!&hsaNC4H7zPw_Mx{&*jJyGHAu`g&FGaC& z*=vTOj&A2fv+t%BpmoHD36E1n7Lcd&@@voXX=@|;ce}k6{fwMW!p}|Hw%F- z`eSd5W)3dtYDZjFA%n@M(4XEY5-(C@lufT1f_1vX7_8ytlF0@PT!ob4kMVw`Ko;4lR{=;DtY*No4t{(_H&YO^%AG=K8pdql1 z)wfo1lK8{Io7u*-%)kg9az|Vn;Npt?r^1J<^^778W{j^E!F4Jn z1M3s>C8Bs4&4@KA<91)zJA_PXm%3v3DEI#7^ak8wa}BY%OWGUf{wtX3jQ9!<)N&ydEL#4O)-IEQjnN_ZU8vBacBlc{;lgc;FN7w8S?j0r`P*>}1(YnGZ| z=kk_>%Mm8g+%>aIC+-t%OM0_hSg4X*qOw$2UVsg~E=RUyO2Cor5$|l}UN^XLh$Dus zKI_We#?%;A^K8q>s&D@M`3tJVh_ArH3&uBiexgpd2N)85C=%Uv7+uZ}M2s6i_AeY@ zo3rz17jj^Qb;LdC9vB?<|NMJd1$+I-Xo02=#%P+6-Ft{N+opaJ?xO^ylFK$Y4R_ul~&nus2mmYCoPdUdN0Da#fK~-1xd} z0?^g6txa)(@Ru2m4h)Z=y2K4!l>!_!M@uv0~!en8E%tmxI-2qgpD&mA_@o@`blst@1LFW4@z!<&*->7R`i%7{MO)WrT4XvMTQ zYKc!vG3WIC3j#wXYIF2LwKg*B+7f(HwSQzr!OdQfI3)U2R5mR_tG`zQ4J4Lo0ul9S zqzWGLRFpW+$~oh^(mA|(74Ev!^h3Pkxsl!aS6_m~6Icu0QR#kCCUM9SCoB08*{)Tf zF&X!{pk=f8_-^wy!Ny54XD{}f<0?6p?{G|=gt1K^Hu_KmQuYZpTXPOX5dX*x*%?EV{yraOa2{6T?pY&ikE%=VxK zLs%=6SvNeMm43l?X5Wa9JbaaAnQ^Np7ekvpDH1cz*3K&))4+Sx{B+65?#g2!u;nTG^alYp@rolq!%F8U~&=C%}T0%UWHGm zr@)`ULv?>JjPnSc0fnKhhww+K-&DJR!q6xxwIe1p&EVb$d=hIiv?Zkd4hlny)?T|Q zg4l+)u~q(3?UDgYgZCn}iFp8%R&vkTPV53(^WLpI?{%3C15Y({0O7V7v&7s@RWs(g zK(rxG2w)?W!GAEJrVUm#uSYTx?lDW<5&xaN`pnt}X1thEg*er1F4TRYRPY$D39aKv zW~v}U>=@!z68+ufnX34>$Phc~8)*ijxlQiQjb0%^t%&wV1OV9BD;J}`fs5&1f+c3* z;OIoc31Iz4AQ}lX8y7pH90?Nuz^LMGXTm6N_+Ht``VS;QfoWRHHYQdAf1+favU9Tf7LXl=D$RQjAT_UfdYrT?2Taw6mpMwOt@|e90B0H>8xE@Cj%=I0c z@|Lb6<$n{gyU#lrY)&4r9RjKND%TR|C9Cp^lD|CkRn}Y&>zB{SihH#^P=kI19DR;-5lb^S zha?s+2p@e?6*%Cc(PP9zw^>b?c)oxl?Pe81$=lHTifDNgF8X9cd;vw=%?g%2$A~AL zbl59VBY7O%gkL`X{D9Xdi_=-2~Y2rqM2U7#_w6G<=bx*ZOFbi-x zl*N~!T0D<1&Zgz8o(a_5wyD0qX!aOS3+nWG@4D*Jvfxa3mi9O{a2kE!eJhgoPBm*F zCoSuiWx8+LTirXwC1m#Ny*t6@Y30N#!KwYM#v|8dwwzEq!_q6C<@S>w%RC+N!)m_8 zW6Pf}-pQkNl07@+{cu>XXsJyrUPdpi`TUvX+k-S4?MQ19eEFFdCHZ7*vIOR*(!)y@`jbzNTp>zux~(O2JF@Jp_a{1_R2SbQtFn&19G^SoyJ!@^fmsj?(G z1lji!c(lGy$_WrxkN>yt^E@%PGMl5?lWy!kikhi zFl5pFg=n9`z%bos($XY@lXS4ftgBNPKH~H%(X8c81}E!ai$(XbYy@kU&@6qvpS65X z2Bvt4o`yPhrft?S*r7kgZbyZmxA%dj&@?@rN#7`mX zfRbe<9Ju>>~yV_&9ZaK9grfq+S&HS3nR-5Oy;P!8ghAl^5 z^c$aM%KMUvGg_X;w@g)LtrJ-wquU0%1dAr52w<5v}-g;dIV_YR`@1)0Isvm(_#sXi{^;y03(iv76}UUegsh*B6?S&gKJ7 zLYy?47X0}K^EseA_Qk8Jq62%(2Rt{_RgF*Ib526s{Zee%Y$_g3%D(7DaBPt>eAlxY z2vcbWMK`z2J?Y6jZiL-MX0Aj)&Dp{mV_2J4(kQ;cXxI_!397aEu?(r{sDs_>V{l@y zJ#HwE)ej4!?TS$>Hs$lOsjXA}zHuvcmd`2&9=f;Ec5v&6?_RHN+Uuwa|H~@t>PvA6 z5izm6+R^OL$(;gacnP2A;4>DZME%L_Y)h*JYOj+6hqatf$yjhwl_z}bi|2wOIKHPO zQ*%-DkhsFY*8nGZ3vs)FbaGaj%?am>8e|(*lG%xRN%!CiT`6X#)qJD?Pkjl-Iu)A6 ziK+ZALduKLWkSl<5%EIG&f#7{%5p)*LdrrxGD71SOkUPXC^`E+xE&?&eCDVAg0G8% z+5{cX5T}|>peW1Yh4aE2+)q(+N7dg6P#C`m{f*p@?brfqFi4stxIz3Auv6 zcaBF0Q%#l$mvvOT;HjRfG5ywWCALwp^4*ixo>JG=-7YL`Bn4l)=8;6=EAB0n+>Nzf zHFDKOS8Dh)mY!9$Tbyx4Vd%#Md9}ohV_)72bujZd(IehFk!I2FTm^XrxeN;N80Qey zOrU6*htSmtV=d(%oG1jj6bbRDw2-5fQTnmK`skIJUTgq6%#1x<{`9oy;w_|h$rVkE_XsaUO9vv6H$e~{=P)bR}Kic z3H5avYyk1Sw+`$CW*+R z`bdGF#mmB-Bbi=MR>nOw z`IMDu7M^Jo9-UGo9!*h5ohjQa5Y`>v^#~BaJFb7rUl%7^Sm4(5nHU``!_&rINL1u?N%z|x%Lk+*Hf#eKch1RWU3vw>%q=J5$kI02|=s4;_s-4`Tk z0#sC6&`{=ujOrQ5J*=T_raPn$Hyp{Gs-dcvU4@|LUc;uh^*rwFfe?um#ncpuja0lw zqW+%J$6p(Y9d2IzkA!ygDjP--h=%n`LY1#q3we`03Q;6KYRL7Gb874@=Q!fA$1b+dy@d6#cU~d7g9Oo?;YK1919OH zp6lOO5kCOht8|g&1Ot>OHZWN^p?_xa!W9t(ZR`T^2{sGmt`N=rCz#>rl^KtnBO9ao zEyc+LS%oBiNkW3i?LP1~U@8f0TC$KTc^*@Xv}}N7aK9kuk9=pbcbQfsAAf5;ho zw*)a!FzLJ!)_ke$V%B6S@?zEqEpAzrRD!}3U@CSY7cdpAaM2(Yq0rqR6^fx<8xsX4 zC_s?(HD<10fxs8Z-g#DUzGq34z#?eUR|9QdM)b+VRR+)Jd2o1 z!V%DI8oiDoq+iyg9PGcXNx4{A{>_q9LpB^=91RqAjmWAytNH}qUuBO14^QES%thx3r?-iP z{;Dh?;Kh3lpC*rUn00}3YUvw^^LX2#hiYYsW#7kqw17}(M>?Vs!=bx#YxuagYF^Ci z^(3SI=13(~%J7F(y?XdjmI&~~iiksDo>jy91Uh#*{%Ho~-H7A$F+)j))YoYgtd~^C z^nSFPR!*F9U`7Sdnq;!f78bp@cs!7@LF{gp$gD6t;$=c(Uoi@0p!#9P3#MRT-*O$~ zMu`LGCEin-)72FV2IbFHk~n40dr$Y{^+?9)aQ+-#`!Cf<74~y7W(_9o~R;r+vT2mg{lnCW`nzaDSLv z#H}J!l$@7i1>zc-{TLCGN*tR$H>sGKo6;CMNvPh+3C@Dq5SdXANno|Q+|Z5BW!A@9 z=PX3u9<~YJCWNC>zk?U|b3p9q>&TN)^_Q@Mxo#=gE0jd;1uHsN0$3wvT-b+tr?@Gu zxHS8YVOj8jK;!CmuI;ZdZHuH{YX2FP|P- zn+B1r74PcTw;p`%fXyDaO^DWt;iv*ObETt~rtKb$czX04t-I6bBj;CV#0|cu!RuV|a>lX!_eQ$^dTv<@sQ8f0u#)qu32AQJeCAZUdS%7?>l@2J}+F~{ed0C-ZZyM_M z(G@ZwO2)~v527UQFTpQ1mC0)kI;4HDUoFneZh`1V7>h#_ELo6@=qLA_+XAq$#L|g! zm<|Vi_9%}oW_P&$NsQWwhf2h9cT7n!Q za3lOW-~GsjwATrR3x>CC+xj=71Iz#S(Seicx6y%2bRQ1)Joh3s{6-XR*d_QDkO_U>T9$xSi&E8xR;Lv*0jWJUIA|dp1z7g4`nZcHu z_@+CO#9JbS@8bwMn1a+uQo@*y`OrSBN?^BTL|k1CQ1H>o*9#`uc7APkUw}C#=f~a1 zsPtt>Fnn9gyb<70-XnCtL96`e^4QQXQUhN$7h$L%u?L%|m4@Knv9@s=O$m!jlqI5l zp_qb@W(sNPtwpx_y17X1tdT(Fx6wS{gU=g1A@rjzu(v;-tt>T0%D983cnho)m+trOI_84Ux(jUpH0M=n<8m?4~ z3hUv3FoBInq*zm9^Ze`f%7BiQf_TnCSyVu^CZT4nrgzs>8Omq&QgZgRS)f7f4_s=s zHu8cPbvo%{YV9^UXy>vbK|!Wwi|nEuPT2Hz4r3v^k89G&95NJT+*J0=5?QXtDB^_9 zsI-AQkSR$B{?B?j()#djqO*hJ$UkIT(zxmT^@fp7&Y}>S&{FQ?R2WF)#4ppC7f|o+!s6}q07oB?DmX-9R%Kd6fp)^_#}{yd zsk5c>Lvz4z*9=ER^HS*6u`;QWQH#iSAvLxlYw3oi)jZ(z$o1Q^fL0w}y}9pP%U9+i zym%xB7)uyw2xsFev#JdLQg3^P1%Q73TFukFc-=nnWX8PBSkn3!<6fhq=lieU%YbYn z*`^B2gLq|lbnw@)-I?7k2zsxt3YheNCY9^S1Ine-X2_+{NZ*kfkUU`M13VD)xW5$y zfReB^2fml~r>DI^-^v8cUxiN(zS#GIc%W$#x!eNIhTjT7C$%4%y=U;8AIH@FUXz7? z@T1tf?eyjV;-c15QyYdaAW?8M+c-wPTeZ{l1D?c(7&ZXBoWJ9-z4&5tCk@x!1| ztn=_T|9v~rwi-Uxd(|Sfe$}u=d$#vecFwO(nqZ36b$B$X*%)@3KHF1{bDKI0Jgrb8 z9BNR%cG9G|^kM%9r<3uX1|A~#U@+sbO2nNovs{U=FtQkBey#{*IoJecy%0CTu$LqQ zKR(1c;PTu?foKn6catH(tqBnW)m7r$4u_QJ)E@=Om1%2}L5_EYGPK=Pb^y#!77-@c zFsR1$8+ANns|~_#S7o6>)Sw~tZ6=Gk4ZY^}B3GF>IY-z55Gm4>%W|Q3Q_j(@w+v?n zm!gfbCwjk5aD?X+uu-Imv>QX$A979??0_nb95=-j*$%(&GQmHz52pGm788T_yG{me zm22G=Ucm66F zr6KVT;svR)ALY1LsyPTx+qXbb^kzs?gj(DyJn5Ee=TIQTb&d;d zS(C}v?|0=7)8=05<>=wDzz2FvQck`T8>;H@JFm0vv)2Os?dRU-P4~Ut?dNEL=vMix zq7}TO%T=3~iwl{jG3Wbdw*_L?Gn9wuf!(K5w>3U`0S3^^v+l3w-S16a?0iIO*E`w^ zvg&x|@UV_IdYQWpUD`U}^+eo~k-`5_SceK%un|=^2sgu`` zNtRERO_ob8tD@h~?rQu{3A>{2kAahO$qwWNI`<57*YX3adm292g0Dk#5S_chN9hN? z_3E+eaq2PdSqi*BXce2k?3Km16<}+#>DNDSUybRUx^AKIJ(06rUt;7M_Z1h|A9zlq zrvWj0YuWy5jpbD*;a(49>m7shkb3(5c{rpM+(2fab&p%mVPFDQ1N37H_=`5^v2XK8 zE#tp2Tekm&*|PjTJ+uGY#ryKl>G>()2ZXHaYRl`0?rP#!a0_n8?r`pKnwwbIptU>f zOS^m|ht#`FQ2a<=pgWrK^!|0Rv^rZr9Rk)=iAw3V#g`s8?y$F+kuwnTk7O5eFcl7@ z%I8gSY{zC)M;lc!EN*2xiM)Ax_otZj7h>&*nc%(!z28*u=n{lfp-%IaR7(N4Vvyp2 zB?*CO1(I>d!NTGMV)71ohipR%F0#z=X+Y5&0%U?9hjBVIu6h4+)le=+;R-r9K`iJ& z4%Lv!xarVx3QPd!5Mi+3073*9-e!$@4Dv8a$a@8wL|O$Dd6an1!hj4V?wTsGp87E? zY{3J}O{v0MJp)coJ)m)4x+K!BT0VU+8fLB`{gBueC8%0S=J?f5NV{_zt2qSV4w-5+ z8^)q<$L!_erY%PNwJN^elXoX7!i0{pP;q8FjqXVJcCk>7!x_y%xUa>a!|cPv7zGQC z8Qxfx0BU-?Pv1IWCZeY^UCzNVONRKFj&PiOV;@iUY|yqj`_>p-J3N&Q15cxg=_Y1E zuhcBeMK`1nCBYo;32Hmf66rWrLI8}5#|;;?6F`Xx^j6Twxb}!%Hj0g?v4*W3WDP^tw2cj@BgAr5L z64({EDWnWeRjKOe@XK=6@ZMo>1Iir-u^k_3lnzqDFxWP@8mxw9e?DrJM%Ns;KCBnv z`7U_l)y8?Bf+oHJf0xyV1F%ov{fG^o;4g4;i0)Wqea+Lq>Lq9n)X*7>&5Qj6Ym}l|q)$ z8Q!ly&R5@bXr86rblg{*;`5LD>U`y#2Ukn1UV_y?s`}1$TnpNrKqwAx=5MT-{eNN2 ze@wz`tp8>b{&^|R1-cZ!L0pNGQl%7xGyWuu4FR9hMI?kG-TyV2ja{ZK?%RS*pkY*qv`Yt!S{VBz3bpHFjfUhF<@wiFAM2I! zHT#qc9QBK*c-%fp$_0VJeZs;84~P#<1a^M|V2-64aHg~MezTh+)5K6$aTvWWjtfik zU!+y)8Y8Fxbge*0zD@QNhci}VZk&gLG*)9lf>l9`2>zy8fXS@Rnytc(ACX-vJt<=5 zB)FKd1jP`l*KI|&&~*$>4C%f9c@)p1{34tOUUJvE36-tE2%Bqo) z``#qjJn=P)6Tov1Avplq6~GbIADy?Y(K>@EL3A*;5`(Ju z{s0b~A-)eQVHjOg1$QMVSdE9fRb~H}+#rVQHPUC6 z=?FT|Oor^k!;ZX0MS!uiB0lu%*2~ke%;4)`9ys8ACH^sx(92?Fc1Uzz4uP9FLC%z@ zTkk#uQ*fUu^Hl~9QaWebrkT#z7T2AcT~jQlonQ`l-bef&kmB}?D~DTtpEls_dU*-O z7d`C?q$x1>xg?EGh33ho@i0C{aPfMww{z;%P@H{s^>?sXks;RO^L-9oMEXAPyy^0E z?$Eg^;3e~6>hnNBTJQXcN6VruM`JWC@hL~v%VK$_S8Uy-;q=kX-sv-mHx~O-^RkW0 z5zg}Hs*OkU8sQx3^zy;zy8i78QDG;0V~8ix!F-guv+D6MDI$k1m#LN@W~J_a!uIa$ zjkM01{;B- z8#TH^%N$q&3&%TtMYubn3cc|L*-dlE-SF$k`!S3FJvFCHt%G_uIn*6UNz!PCLQoFJ5wRdb|JJ)re zhb8-mQ=BmIL1W5+FK``n#mvs7HTgG2{HJ|b{)hfFW{%%B8zEs~X9F2A3-f<_hgU^b zy7wK(hOZE7cvv1{gOrMHvPq~LHUxP?k*xs~6aB(3?Y7dqk`7-5JyRR6);bm!dlAcw zX{yL+6nXDIyee{{j!lNHr*P4Xm*5>Ul!SBxIxyuR-0vtRkg=5Hz2Xf0oNt%#&dS@y zxEBq4V=##}Oru7P{=3IWA zZRsPS``nzL1NqWps`|(#!VE?>syYle41sD%-gJCvZ>;RW@oU?48DOK{aPo|8#%}9y z^{hG#=sN4T%DQ@uu6?&QxBlU%oFY3v)0$JuH$$9d?aUoZe}1u7QF0rSsf6C%Y@60n zt|r@VJKFO8;n19DwD+O;;c!&C{RnmEWIc1g4o%=nVkpTp(;}RCtYiQ9h5Mn=f$60Z z`}qwKnw&82dF3}d?(QL|0gQCQeO6h!T_~J4O@JQV?X%au^LG!O7q|3XU?wa8zrRuK zzur6MSLZ0x@5?LJpLgs3TTL>vFsT9*04z+(0A_`%>d9N$QTnK0I9zI|zNJO*KK~ot z<6|&TtVP>3yyf4B@~1!x850{bCvy^3W)2ocWoJXDpRoZNvNFGRAz2eApfS)1_(zxk zuYj8!(8$uniNw&v%)*9`?5wqujKsp2k4&9S79eXUY+`O9;o)GS>>;OOL`)ow94zddENpE^e)0tx+B!S&k&*qZ==aY*+GTC`dqp;m48OFI!N}H{(G6(F z$ix6({GBuCL|zak+`?eg)-U>S1Frwz48oGjVYIStF?Z49vWY|6KNu z%70-aYin#_>MjCuw)2C)VWtPL&@(ZsfWTn}aI>+}16a8MfM1#XspLQL_(c?x-*_<5 z13+vzRG65!nOV4*K!4eO=kceK|HR|B9`hTQe<{g7de<*y|G|fs@h8H6Li`tX{silv z=>JX=#zwy@!p_;j>KA<*8!?(#nOK|HI5~op!Sq*U7#ne$+B#SRo%n%vc2*Wfz@PeN zv@B-NFE_P;mW&nT- zbV$L%#!|@E){;cf&JJ|r#lnq5{8#j>EdE;iuhhQ^^-H7vS$fFI z;NL*>_oDn1($U%Qy@}C3Df$-yg@9&%75h&>{dbzSu=!_IgL>gVv`R-}2U4}+PgVaj zk>n?pj>P33{l^$IR+CTxt?hV796>$C!qLgX$njsb_^+b=qLP1V*RN;)9~dOal76?y zzYL9_10ZW;`KvX8h};Sew#LpzCJy|9Mh>=yKqnHBpAE9IGI1c`1PzL8B-H8_HpaHD zjx@YK?evfGf3nh_bZHZJS6c^TM}D&ZAJ8ZJRkq({_`e?KK=XpE?B4_X+ni%<{a0*% zIfYxq*2wwiP$((F@9b=0%*_lmWH;qv;h+a{FtgCJaxwwwIa#?l=naiojg1UBjEp$| ztiQ}4va)|Z_fJ^=%2(0`)b(tPOn&3bWMsDNvPn%_Z73&!8q7XQWQejSqkkJCRI{C~{&&+PtF$)C~qxB36T z^=~2ibAkWB^=CBxZT>%S{ac9sT;M-&{TYpaoBt17{}!S@7x-6jA^hQ;04<&Q$Xr3b zhrjWDFaiGXl>fJ3YQG1mu`&O2jQ@8oHIO4l9q`iw<2uGTN~;K%xgC?CiDGAAgZc>5 zcNn6Aoqq^RQTQ2qc@Z4s^m~{`lK(q_{wL3J{4NkPC&#~%$SGP^9)bx?^kp~@)*2(x zr;7|%$iFp=$tN&$3z4xP!`#H0!y5eQHc^6g^3KC-EQ71J8;(9U;XVbehEb$@M0rd;S{pB&(W%P%t!JTyK^Up&tKrOJ$>E9% zqqBgp{8|+)?GS}~LYSKfy8s?5G7Z@1F)G$7iF=)6|M%KX{T;m~I9f;SmS-HkLY(=! z3xwK{QV4P+dkFZSW~+r4%Q*xf;%51QiLr$d$W24S1bX=B z?_wJzMYMSVA|j%ktn91+c4jsfRwgD9W-b;0K!}Z1ms3~-bnVW@#LmRR z%qh$&D8wQx#3jnb#l$Wu!VVB-=htPFv@x|MVQ2m6EL8gKRx1+|GozBNtrH15+t046 z#HeiHVFD_|^=q%xP%<%PRM%!AVIg7C{lisfzGi3$22Ld=R)2*ggM_qVO%f-HBGUo( zX<3lsiVN^S9ctWyOorDgn7<)_HUvPY(?ew4f2mP7K!@p9bcoNV8sch0fi2BjMtY^cjD_TGV@iUNId)g zJy?v&!mXV#-9^UQ>E`B-=^?imVwt!Wyp>qr=RG)&2Z2>K*0uh@-AyVeVSc@>YI?-H zY+XHjG%fgqUztTQg;JN zkyZhJ?_Armg8CvRUw`2k#@Yz>xP>``hu-NLi!@vqrN=y;vtF(eg@!7FkxGNZO@i!K z5Pdz@gn{vsMfSib2-?EX5<=5gUQ&5(qN>8svm&kTC`+amPaRM97Wz+NXG%AXFK~hS zEZXU!eiZ(r(*PyQuxh+gPMhyuog%o|asx;05)+;3Ivqa%*(kw z=@N?kyo~}+wA6PnwF0rR{=EN>j{n6R{L`nG zfaMiC*iixxrS5`yFDDkFFvMhCUP(1ky!G~#o=2~V$fhPNb3+UX!sM#hca84}4@TwjnW z+qXm|Id&{jiSeEF9nn+lT#`UMp(H=8Zh6f`qpLEQ2{G0E(!h#3-i)1??* zBEkG}d!tFXy&$9aGi9E=Rut#gL~5!)e)9^WbcdIeZu%xxt)~(xE!g*-EDEW;DwNz< zSDfG9^w4CS`)E~j9}lFtb@D##DDFM#^A95{ScH10zmvpII5y!Fx+0BGk`MuqU|g-( z{>2j)TL()cTU*PY-s|6-fq}X(sFeTit3*X!wv!zLg8UG~?vmn+i#g-SM!Bc9i;mP+ z%`itx!R39nM9kQzt1&6d25TGWb~xDMe942h3X6T-##9iB1?P@!btnLDJ9s(>i)6H4 zO6vax9vf?KXSaAC87&!v-5?C^WlqQ8`*B52Ll~5uM=5dEFdE2hF~sh~X#pC3-VfE8 zf$DYNn-8jcrT*1*b>ztmW*d(U;&T@WpZ(p)MotNzN(-X80YUSA-cG~b!Y zyA4^kW#6D|kQB?37V!vq20D@l^}ZqVVE}_RvXYwA4p$t-Zu=Qp=1!Og&JNAi`+6pp zpga9{m7!9n3%Z1=%Xg^NMTb5CRhd64ONpAUZ3;V%*XQa--#djiIHU|PBZWj*wY-`L z86BeB(X+&vJn6UREr-b;&USMx6VQo4gU9?|dlJUJSnCpAzLn}uAy~mCCamsr9ZGfz zFDu70^F=9?iirv3<(3p+9GO|)O&CMPcVQYjL;(Oz!ew%2d#g;;N0WQ87e^5&;qiHt z*>NmoYyH7G@v%jXRU~s4rO6ct`S(QqbSak_MK+~MF25>w z3_LDP_UhwNc6f|JT#%sUH-d<2F8v_ysC|q!=kdxr^LxbGBMzs>B0{4`t->-OZ@A5R z4At52^kNn5W(ooS3Lk*K$x!g*+-~fRt!9}_;%dXe@gi^kB#lxxX-T%GK(baiX)}A$ z%>f@fzBy6i;&@upicx&>0T9#msb_%6q-s^V{Z1I2-L6OWHmXk{GGicPsRsmN$3h7S z)c8@axOAi;S%iX8*5qyEYfU%KwWaQrP;}U)jk0ApmHugem}lQ{J;??`%zr-GnD$^^ z8e;!a@qM~N6zjvtBfTG_D|@9hOEX@gfaz70fGfW4u#qIShB+J3l|MG(>T zq>*QmM;&S^FQ7cZ`4>k(Ktl&p6IDkCbDQ^|pH|gV<+oU{nd%rlo<@P*iAY9G30%a8 z!$+=$1C0jfI>BUZ&b|*q+FE?m!D~YudV>o5kK>`u0jHzMp`YIH(-;sj<(MNYC8irDMHxQQVs7xw(x;Rl-JUBMl?k_p$BD#EA5%=HQE9%bi z|8XDM@G-tBAOZm00kQ{nERlN}9~dwT>#W;E!7> z2hS;HPYlyJ1V~psMlb2Hu)KlSH20hMb!>Pe>a-FY2%6$H8IPO|at59nBcPM*Hj7bm zqyR0CTz%LAou2dEd##q*(R>&nw|`t-?exptIGZR#RHd7V%%*pTY6EzS!}_{k8lD$L zew@m9>r)X(hSIqF8oB%xgRo9VP?}l(``xJw9DVJMDcOBJrMfdqB?)PV`asr?H5M)n zv$!VhTc5BOQ375;zzpA&qfm?YR8-|OD0w%u!Vfrw0lrUEsHIo?x=<8{k*ey$==qmB z=V-=|uxtadXbtM$GN8(+U6l*_J>*e^*0OWv#OWG@Xb`JhxEgi#$<^L5WlZprv!x4p zJREJG2DJ$JoNZlq=vOt=Fv{8>(x|E)OhoEG-rwUd>bE=`?Hu!NkJBBucedPJ4$$pc46 zcIk2pF{ce7O(Db4mItgdC4kFKu8eo9Dl-ukraw?au|o3r+D27dD#gQ}7dMFqZ%hes zuF6$}oE>142LzANh&ve2sIXRx8wC%vo05N+JsDiIF7GI?oDlLfp)!QdgWWs0aHD$w z$f~@j!Y{$W^ZaX=$vUTlPum;XGB#=n_fUq@8)N1VvOiu1ofExkd4{rvc1x<;`2sBK zur=BcM!*#<-57DrMYf*rFS(e*u~itf&( zpVS2gga99@eS91HGKJoBQ^N1d(@QdDOLt)Ue5)O}1T^WU2GX0jdb}+%8`BdmHyyG} zI@Rhvzc_zok<{$z*H3$RvX!pbT)DwT5qmHI-_<1M;sw_{5{}4TFsIx|*I)rNM0u6W zlgKN;FAt=LsqMHloNxMxZ#8+?Kh^DwtRVdjU~g;3b>r2O*gM zc%RqBxHIk;vmGR`j#_*oK3>I`Yjdx_;!tME+JJ^N;U?3(GVT=y+s4lF`5ULaX0t*^ z=$9|bbJbkTNGOWqFRrYeB>9An%jiUU)4pjri8AlXq+Q+g&o@t)A-ebpy4(5i<*RHd ziP`_r|_32%C@5j6hmy=BHzM^k%R^T#%V&i6t^@!FU^>l8ISc{Lz^}ec--A zXUB;Vec2#dSqE)w_XbACaQL;ed3nzi>%rOv%iu@MurN9OZ}>GUH>+QDW<2c=G0D?z zYx*-Zt(`4Cn$-x=!$B0XhxaC5e$*?~K16k2s2Cv;Jc3Z6qRmd&DDCn-t8u8)MzWwW z_0HBTK#Y?SD5xX8&$uUNGB(&?@G|)dxU^`hef-Dlk}iI-rXLytJ%hSn)ZfD(M>i|e z-{PNYwKSs-^#=J1Uu~&U63Vl|p5s3b6wfOG5 zc)T&dz(u>8Akq)vVUtM4=(w0qK;JYkjr&qCF0jE#0;|l{ zw)$$Dt?1~D(#nc@`fNE+5njVc?xcELjCei6F+*paB~)f|sXouY9QCq0S%wu2(r~(4 zBs3pGQhiw$ygBlvZ;XfF!KZ{Z=VPKyaP$)hg<_@}30IM?DtE~tI%-Z)MzKe~-Pzn6 zu{gSNYB-4$K1S7ep8q??@x_7pl#{m=vwjGHwzUttj<7A3`y`H9>FTLA)miNW&SwO8 zQ3`z@>QCABLH9^arO~r}VvTc*9YUZB#G{h2%^5gb&L-;l7{9wldB?A@@vh^}(7=q;H^j z@uZOvrVZ!QXIOMuG-4k-I3})~-Ut<6DYR1&+jy;e?7s{~`8;*#Igwo$*`{?l)c(bn zZI&>7#g=z~_jE!Y6Y+~3KQe6s^V1)F4!G1YyBij2-#Yl3AB2f?9@%Rf`H|s2(IPV$ z)F)BQ_}wkc#IKCx{9gMg-{jv%(*hTj6uR1Mw8>=!s*<>QaOu8P6(Vp6dtxc-t0K{9G0pP#Q% z0|BZ>CT2e~JBwJ|7|E-%tfJ$Ly`9rGC&HktDYt93M^ zvCzu91{qHM!C`mw@+8d~t_m`%-^wVh!Za`!VDUsZUPnF)h*x+;R+-rP0_QZ$Hhnj5L!H}yr%#Or|w0g$q*eb_bbRc+dKY=IqYN-m_ z^#fXJUeM-dV;#QcNDIznQtVkLxMdZ&MLeOxf%Qyg5$l1;<1wVWP5^N{;M?nME4I%R zEK~)WQJg*Uq!cUb6-?7j@MGvz1F6AXA8H5u(9xTulwjL%^+}u~VVP;FL8KWkR0ioF zgr#RchJlORgJ@FbXQHU#lT`Jbuu>JVMRR-&%aeoSU&HYlhZ6cu2UC-}buBEyh{4D|rqpN6=#!D)u3;Oy- zPGewzQ|>n|+AM#sr2<3vy4+IvPBVYbwuv}YINUH#$FJa$ARbO+U&=|_{4<=dHg9xU zZUeQ}p)t*616QyPP8% z&3AWBO+@F7Nvj_UEI;--nlGR27TdKLYdy1F+X@P2$ose(5H>-=l|J;seV)N4pvfjc z?hAr~?c%e;_0pq!_tA6tO5%A?D8~X3pUUTkN~SyWv4R&dL}b&m9I2vjrfR5(ovdeh z>~e&~FQr$~?jb+Ww^LTN>wD?~(IBdK2rl;s#9v7P`BUh)57o~L-IRs7E7Di6xDEB- zX84Sgy-{I2?klBhu7C7eQ3K_hGdvB-??r3Wil3Nj~JnSPu*B$ ztPV`u`NsF&{N6c;>?ysDJsybuhRL|u8}r?lAMb-Yc>mF^m~uKDOGDkP2h^crLQAzK zw#G^hwss&kV_OH)-eT9N=#ZeC3Bmx~ci81pHa?<1_HtM|N_tsnxK~+;Nyw$ZAbzFPA{vG99|j(#+$NK z88%V?oy=}taV)(dV;kofYzg5K3u8D&R!X?qYa0LjkNVfHr->8=)jwib00869`e$fo z_doT6F4^x_Dp=kY8rKFM!rqXfED-ZsE2H?87)iZ5t1yBAJHJ=RGtR7{4laq_n^LSD z8J}^UjUZ#w6V56)KucqCmoo_{?{rWOeFAw}bABr$cu2}B66R0fiOT9)(upZOza6G% z5hK>wiC5T*m(DoC*%KFQqP6FX*RT)De_9ATWIj7E%ssj6#cuoDJ^r1k8`E*?mSqXs zTAz~Kr{eU-scJN{ZFhk|zijz5_nJcSL!_P?ySiX{?yrkLWjN`8Z zE`m3*S>sakEi7ACUPcb1@`=%iJlnxE)L25WqAYdSI|uUR`0tfBw=yZ;!L`GbU4Av$9^owf=h^8j&)s$NzMNVV<1B{LG8~AU9>R%=NT2%c*LJBm=gTDUP66>!5eoYJi5I}_cuPOW|N&FT1 zYjFJs6df9C|NiNJ3$=fh@>f^-hYSGVJqZBtH^=%b{I8bq&+tvsKf!;ui%PQa(A|Y5 P!O)*C)OVLs{QUQSjK(4Wc#&w{sj<3VEedZx~$3<9M5_wgsJrHNZ*y*e5>)lBg1G-YYZ+(ShX~3+L z{W^#|c={_q(FRnHTft#J;nydElP5QN){}-?ZOx92GnL1uuw&XN7|fPX z;NxKk_AeS5ZszS$I5q+L+80j2Z9_}myc`we7l;$mqm+@@1CK98#v>!o1^{ zcsod)a~+^v&vibU<<-Z7&|5ZiHXIBhEnWkAsK1jWNH{6w61*a~oPhwlFfhu0_f@X^PPUH?y#whvjLjp%9S394m6hU1?GO!qxSoEQ zhMd#?YMqFoRZnwXmKDk&)a!I?(EXMhbqfmXx|^{$5);}R%l1?N#$oJo3<}=(xPm13 zEesas(ZONaF%oLJ3s#G8!Vpt7Ht+X4I%R(jvZm1N$-9i*)Le06|(1#S1XCH%rcV*DZMif6@ME{?2RM zraSK*c?Vb~OH#@$~`o7(B7tJuQ`edqE8)9BTy`S$SO+&Xxt z|E@9{m7DChV0D=QTU|8p6JVA3v$B+{={RJt;ro58e+hh)uR&rx-d8l zq0$a8Z?wWxdpdoPlkxW1Uy|$_@cn)V3>YLGELv`@JxNv7Gec99Y^fRSE|)u#SY;5yBUY&)R?ZBtR1KD?SpMpys$QF3N;y>vOYuIAdyXxs zDaM*QuZ4kN#%-q=A5Q+ASI7-~jW1d#9b$G(%TQ}Nw>KJvmL&J22DQUnpt{9rP+5tt zM@3ddD@-^}RrA_)&QNKcr`IyPvB=ZQE+R@+zNWlyfOMVEyTF|5{Xp>#M98)7is zyAC)-@(^CE`k5V*Y!vh0Hv?%^;v#$Q;pjjQ!2svqV`-dugC52AA$(%@Apt9+z?cJkBGDVOdcDdNBS;n_yE(~vzV?TsLHHa z(Amc=Gqb1`Ybzw*=<3A-*omTp5#(t>*$J0XDh7f2&RkS^Uw3JI&smJEenE5UGlNhR}_0i8@Xi>|vHY*Z4|B)j> zv9=&1u&G3Z0syf8#Ss@vBWE*H6<22~dkdGJR@GH`_-8EGL3xfwDVv!?#azHZC;eU% z8c($b$eZq&u30RLfXS&_R&eH$(QP(u2*{9HnGZ1vH0cm zG-iB^<+D^dZt-HwG%67BSF(MV4u%xzk!~vQza#trB!#HIc@xKO*{Ft*Ui$USAYG>^ zISz^MQVJ;aeNP`XlK{#Bx5J+LJn#q>YT$Ben`(hLId2~z$nv(%sxp)Kba%2KvI3d@ zeWoTqYE}xv;6xVtS8`ikM^j*Q=Sw4x z=9mfdx*Fem6nZ&oMX3-$mdV!nQHak;!X-2BOKizeDes11*If5>+g5=pF47-H3lN$!S2Mn z7eRLMc;x;TOTD%+VVk&0Wtx=)Y-l`EQs?AIXeYvgq~^O;rpqr#5pxhqntlz1(s31w zKvlm_Iz>D7m9k=oD#KPr+Z_e;_PL{|=r-Hm`_lD%x+B&5Z7Nbv!Uu!TiWfqeQD0N3 zWW74F?gvt7zGVj7e)!P%<}P#I zpmmz4L8%_fkGO+C;*hmeT*d^r=WSIb;l6Hkn_INRrD7tlx z(i-aAns2?eV&U)iluwAsmoAL5*#$_pe5P;dFfsite^5W|;x)12PN~yK?7(V?+vmJ+ zw8$CyYEHRa>~~vFlfj2*`xF>J73&UOA3kY!Hcl5oSaJm?7dC$7KTNidGeS|kpUZ92 zI8__PU7Iw}t7{=HjeWn6qZ&{hN{ZaNA&FEaN-wP28fj<318a`qT}1>Tc)0Y$8-qAq%mw(rALubyQ>lodM>1lY-HoePu4Sx&?Hj6@igum zmTP=u%$egMW6c)wc|O~}4C@pMxZ3;CYf#(Lz#wZ6N3EiAG8b#`^7MqaX3+V3c5u$K zKTCVw)7SaG4n<(&VzdTRxT^|Rl_#eO2*y5IG#LM-vpGLSg+j69;|ta8)jlm=uJ zg!*s}A(GX{Cf1km8e`AB_+)elQeTJcpvSHHxMvxtIRMix*lDxaN_yTx6_Zx=rUquk zB+4D%gMXtmee~?iF=7dG29B{kKnWM3#yck_=_8lb>Gop~Uds?Nl zMm&nRtW7+8XF-T#ORhTN>IA(iBz%Ti+}V&?nWbLbIDE9njO@3ii?KDks@`IoIU!$D zN+a+**!;swb_PZ*S(J{H`6Sr6i9dr(w>g{xy5G`NvQkNSN77&3n=t(*`<*}RnozV8 z5&0YH1BqVWs{~o+z3CPZK4-j;``2hiL6;@DgrPov8dP%0c#jZiJm1(w0SO^-pkgii zN)tk3&yzVtGt9PidJ=8;z1cW%O?y;Y2PvLwa5czmNwD#2!&n5T0RLr4@=_bVifhyW zzE6{|i{_*e=jd+Blm>-iGVzg2Ipff{+I6NOgjqtV%{;wx3Ou9P?Rk=2wS|LIuqQ5E z1jc&)4?>Am89m;eOjYl!7}R$g+>kq@+n^cx1(-dygtkuU!)SOdixh9%6JI??Mt_I8 zK|_Nzq2tfc1isb;WH(JWW9UjY!GcDi@QBEGtHI$o&$<#>W!knUNf}==UZFu@zfteN zO5Bd_pNOcXee@V1@qloFg^ATUe@NobpflT*2&zN4C1tYlw#;7Xa!e?9nfFq2(Vx3} zc_=lX(HE{V8@EZj)E>CLxfZofYxfNrp*g+S%T{Qw+2JHlIvIuOZxi$IgKnRSf@3RQ zR%)efv4$9@xJ&0wWm-w1Wd7zvBSOou6g!EmEpE2jl^H2_t?J21lVg$}=EjKgakAn; z{?aoxdPd%&rMxx01PLbLhbO&mw0Me4;hwh8=~~6?q5qz$hgJ$K-Qo&I*ho^)HV4trs7&?=*#Bs-hHqk^A!v z7<*7gHBS7_505Rw5zB@4$Z5W$7)pMSqWh;*)9fDZh{`Wh3XG)q3XAF8xrZ!*sijai z9SW;Fq;n%KuvXtK3i}xjW?d8a!vwZb$}YrbYZ(gcpX8aHD{WX>P%-DcWZE}p{XkIN zY|J0OaJ`)Q(~q*sQZl|-#*`1N)^TILsjdRw?vnXk-Aghrj{sv*j` z7>#A`-SO2&pQ?2a+!)X{4C9q_QD+YCA#{xO3%r&SD>EF)0dMD&#NM8;@hxI^z}`WbL*-PZW>kBKJjhxvvPaMpkb zcEKqBj)+{nY|VZTh3eIo?U&h*{Ya|=(63HL+`lm)*y72mK*2N`y%sR6ie#o0b7QBX zc6oKQ{&rD*>(gpQufA~vCK?(VJxzyo!D}CLrUi!HDamjQm4eFVCDXeZKa4MIwK1iU zh!vWlXkWI<9ev@w46Yw&8ZjdCAxE z%5l8NMH0%DjhVHMmM&);|0pP>Rl!X6$sF}h>db$l64}}%ShpijC63bN~ELr-mIjc?OIhN z*A>qS>~H{~lvumBME6-s&)zC-ZmMT5Raq*)Xd261)X$0$ZRfb==x#Gd%FM4f7Y0|M z+zzD6u%LFdTppGRtt0~LZ=1q*r|O1hxbdF@%31Q?r|O2sLw1lW*U!rb@TFGsO(O@hmy$NZ`)@omRdE1|b33XrC z8e930U}9*H7!8}#$QOeiR~J8QP8AldUkglC)6nry-|5-n`vV=OJY7rfBtc-EPhETG;>}3s-{fpu!L1ldgb# zmaeA!Aw8=W#EZ+8nmo*7`MA8EdKAf=tk?JEI<1XuE@oR|BR!OeZiON)BX$LS7j<~z zd}9KfoX*erW`3X#wBkKG_1<30v>7s=mcJjmfl!th>P)S8<|ir+q~c*ZSQe zc+c(29EhjoNk!8AHvX6@;YXHZt5+K1Be}yu$~-TkM&YNbN9iLdw&E@8G!b7;YgS&R z-bQx^`><(MT0fyT}h$8n4G>E#CF#- zH&Z*RZxFAI(OY+SCz^X5P|hB>-JNMU{lM_Qpql#ST+?RkqR_ z3UWSf)s1JFR|7qhE2?;ujE3@rV@04B;+==lBx=Ze=}P)9;yuqP7%zCe=&%*ss+x2y zg>38Cjkl`A2rT)bPkg2NP;e8nun#<%Y1=YpwYMar!lW4D&SOW~9d8u(hPr#G7Lb?B z%a++Dsl~H!tUP063yrEO+H&Pc`ht#0WhzT-gI>AhCU1V9sg7+Fw%_<*N0(^gSj;iZ zoy;6xTc8{|DV0YeLpgsYPK{zzh5?4dZWQZLm%(4Em&y}f`q3P;j33Ho6&4~}I5dF@ zAlMAgrN}@K2AZj?!iytGFGRy1+zL77!+e|OK7-^oTG_CVT}@zbEF7Xcer3^@$L528uVL`gUOJ5J7utVS)>}i_u3I48%X+Byk(uUyW2cjqo+mHvLvE7&& zRY`yIFDLj=YNko16JH$%c|THQIO)xr`fL=B^^dP?5ZknD3XQ>e#BG|q`-#dMNO_%` z9Yxs8>Dt!pj_YSOl@gJVy*N?NUnFT~c9hQoJZn+iCmOazoCr?2Agl$P3OJH``aie@ zG4h8T_S+&7Ic@2#_zx+}JQM`nvi_qDX~)<}k^#F^AF%Vp09R;D9ZVFR9UNU)O&pxf z{@q*rUtt!!bWsTgvb}8B{p&ED;=?{E^=ebo?m4xzVZlU^4&*JX!DFNemQ4;0OZE*M zFru#}j7;4s@FYARtuERVZzJ-7B67ZrC? zjLsVX{%tQdd$aiZ2OyLQh*+^%UpjYH{o1yNIY>2nY3a;3-VUvJu8D-li|-Yq=O&*) z!n#A^=`UDynYwb}Z(plzB%Uh!{bS_Tqpt-Y2mXZ!T+2fLvjQ49I{r`pz>4?pD>LDp z12~8cJ%zd_MP4Q1vr|G2DmRwWxT-dWNN~51FEq)mr3x>PKUz>|oSI#9Uy3GW)ffI$ ze1e+A=q+a&Qq||I6badZ&~W`ABX~-}A_5A=_eEjxEbqgRUfBmJSSO10_2HHb;bt>T zaSSFWnQ9*e;b?)XCLew>|nE5jaGC%b$M>1cNTk>)zAEk%X5{F2rTikS%C?fNyKOR{Va=mh4<4JjG=z-e@b!u@P#W z%VnHLm`~xp*N3I&$wNrJz=;H9s+jEgz{15W->7-!aG&D1$$xD}>z z@LuoI!-O{^WqHm_RIfugCQW9!PVD)KBn=XUHi}Y4~I4sW&aBB z*M{bxU~2rSz5J`-Uz==y7HkL4_5a^;`xWQc&dVQ2r{I$)zw}{#75=p({f96X z^6$cbD^UN6@M{J24}?N+MhE`;U+byA0{of-{sBOZ^RFrVUq<+==&zCVAEJcd!1~{> z{x|)^_9W4vo882o@wjAV_e6ySp^*65K67kU(&Eceg+wxO*TtG%n%m%*=gf zCNtkJxcBs0Rja$|*?sDq{cJ5oSr}Mc06YK@002+|jE*xc^q>HMI9LDx2Y?8zEpBh; zY-;DMuj=7o3eshBx3!`81PjfO4S8Rn6Iv1KZtL$$}HE2BJvys z4q`JY33v4+4wM*cXIWZ4Wrg2kisj&0@m6DhS@z;O8?&gfvuy|r8)#KVjSLv-Qqv>h zW$zz6r0paiN^sKBJjuo-5#=P(*N-+!2c$YS_9{P<*mx;ZMr?tHFYLdSxj6V1Yi*zz zwM46ke`u+DUH&a{;!qn93di&YvnlFDlt-&HSPky1m2(MY-3=`KaK z1H{n8J!4=Dy~+_1*N(n2z6Rgg!Ath$8F5W<#6^kLK%6ymr?-x`XD35U&QC%axS|sK7As1xpJeYJrpbVv>Q0UzBLk)maNz~6L~@^TbA|w z!7K>{eqN?P-@>8cCcZ9(BV(YqUBM*6HtegLC)_Kn?=9diG0fpEN*bTgqxGThf?kIc zJK90VXYarJas7Y?0G^&;0E&O3WxW~)^#w%N8KRW&wbMP;Z zUY77ip_cfSM6gIVumSYUIt{PyCYZH}}5a zJDNxszue*1G`t~@k@-S}_mB`Onbx@TvjnI3(-NWG;)r^A7fE}FlFJhK|-aN)87O^}X2 zbY`?}+yCyJ%3*n6U1KA~2S&4>9I3%w~Uu@ozL0KpWJ2c!reV!6* zVXy4$*x_uvZPB|JI8(F3xabg#j?v+}pfBy>#kx}t11OhQGL=hl&l+c5;?xFjZ{5wB0Zltp1Ii6 z@(QrHl;E5D(I7UCK)cGf72!nuT&Vx#-PlGoSADJo~FL_QqKkjk!mY=rPskj1QKHcs-|7udq;eB0Al(@9b71i9fwF5Q}%Kss)ET zA?ww2Jl{3g#v-E&*+_zSr6V+cOH!d_b`x)dc5|vUXD-BRK(2-jJkB^5X;%cI=g3V=7d4iD*MX+iYKJW5HYF>(d@m)0X8kTIIH{X++o{UmkX1UVs_X)?2!t zy9>yYkwnNM-06Be+Y~g}h+26mPXX@ViWdrb6YIB<$Phu@qR}#CiQiP4Pu_aQ^65BZ z{82ioe-tU2Of(odQKx2AHP)jcmGOgyc?bHV!2ze3!`H}7%SW$=8<6c&36U|z+v0MI zl)%c1MC!u{P5tnOIA#riF|yP1Ej~me!itc+WCpopDq;h_>q8O(UOYuQU;iU0#c5^P zNuL)VH-kmMD^YR5vRon{^KKefaleEyZ@-2V!*Zf)p2Eb=c@FD`X6-ayaA7EVV$ zBDusqz>NhmXq$k$=!Wp0w*8X2x;KY!)T&vS3qCg+-LiT|%6sse6PMND!FqRxQ(N16 zAFQ+gD@(}f7GGOKjHL(+0D${DOF$NePNpU*&Q6wg=AfT;^_|M_&uFln`V50wHY1yc z)mBXrTeX^86mK*jH@q;M)~jG1eROS0d3~LN?~YaPn-IaE{cIPCKxLW?=kgagikY%! zJo)ZTBIKW8Zz!atd*9`|OR>k49+mgp114oVaBUGwb6LPHk#FyO^eA7M4Udmtrc?|+ zjO3_xyh5Ed$$jzB?5!2HB1kF+H#gir<^mK-uivGi8a$_lRU&oaWw1cWAdMz)>>VFm zGBkT3>D22b3jCpTl-JPA$qJPV#s%JxzUP3B6Ozzp2gRHAF}-aG-2HYm>u#60Kfpn&y4Li6XtAT zYHP~=+mZ9<-W+OEhn z@?R=5imp=MBVc8BN4$i~e zO4#JQCzs}5V#4o742f^*GUE$aql+4R-9!Bme-KC-w3>>~oUdF?NS$z_7igsD<-oFNPMyu%=#8O`B7_)mtML7QCl?OiHNVe(q^_l@2+t=cj z_Hmb>ksW{XEuF*;yr#Ha_7hjLoPoE-B4ya$40-)JE}FC-ik|n@LMzgXgkU{i;I9QCrqup;W$P6xQht z%`_`CKbXtL)z|KwlReT?Y`m~ml#q663SkSbw{mM<#53vHi@{k%4SLz0!1zTe4z2W1 zSw&8Rig!mV>X=Iy;18`#BfUA?kE$?%Skn~Az`x$NL_39uZ6AV7XV9d|h$f?UQz;zq zqkuZ1frBeAS=S(3gGBkt-KcL^uHk_>dxn>SJxj>z$LV))Xs3|h#oleNeob>dldK&A zt%}O=OsxLX<0HYUe&>(V{WIS0)AVOOeVq@tqbZ$FX9Aa1o6C6Y9X{vh-xCSed@gqt zVo4X5fTXFXl;PE<6&uDUbdiPu==Wz(BAI<0VtomsSbMHT$D>2gdfF8GJuX#8Jxf51 z0l2mooz@F2^O)o{zkQLcn;0_!CoMo&*2vgB40!Oh{V;S=%J$80iXfa_iE zZ1qj$h3G2NZ)g$N;RSr%UsXD*#iK||TgAh6=7hL5<*LFjjxj5P!lr1&oeXG|+3LiN z!bW>cDc&ufkFDBP_7+*s2zi@O8$#y6;Tu-GGcanwrgW&xFTu$}+7W58&E@3REk#$s zP9xzN!3e%HW_c(3O(67=_+=+D>K6JvnQq_n1X-uOug#H!-0?!L^U;bgK#Ot-Lw&w< z=#;PG-GZbEyki#xC4|I*iZz_ejYthWk7iU&aNAZNlIX+kOvg#9+oICi$qAeTt0GMo zUo_0ukA-s!3V@4~7h4HcoTCN^y&8o<8WV=xqr1(M>Qn~Fq=zzP%tPa9ml+07rU@n1 zvy4tDh|H$fXGykI=Jt+(?)VJhSZjH=#1bnqx_mnss-BrK=x^3}pm)f(Bc~YW;PyBY zT05l=q7gOCQ#|pHy>%U!eeG)p4fI!qjyhn8ysd~Rt{Sh#FqNzWUl@iUBBK(l1cu@L z(2>Y2)v`HGN}o@Ejsb%!`L-P=aXY&IOLz_agWCw18x#m0E>`>OK1m>*!E{$5pcd(x zoW!AkHo4I+qFEN|a6RtEJw@w3V4P0JbzO+hf^9~rHJ2~IWQfRB* z;igPF9);^~6?5}}ZJUfj;3!&BYN2nof*Pl~`M{IPvYbTCy5&eGLeI4rJAtYtZo1Ny z5g~V}>dsA>e9EC2!tb*7Bhk1uo&%olz%RJVmBpPfO@zwS4-( zcTd$#GX z_MOm|i!VdWfJwW?c!hOoZBZ4-<7twfiQL6$P>M$E+!V3SDhn-+9#$@vCGD^BSgE6& zYoj^7as(1=un3O5zt^g0Uha<@7%j)NkBvcIYg4JDy-sWZu`0WNX^GS_PZc3o*d9%jZrU&I$zU zm201%d9GAV0$-fAQ=_3T&e$m)@FLecHEJVT(VF_^Y8D|R%Lo=Vl00TVQZO4E>@fP6 zbO5fcS{t7JHR+^(KU+Tn$smv+E*R~P*vQ$##`L$Ks7`IkZixfchrG%U^Wu2Kb&Cbb zhCo&Y2Cl(SRM4O@f|Xv(g_DLB^!#v5YC(SU(@J@-o>4e91_lNrUAtAjsFxYb98>S) zt1v8;{EDVUlbb0Ytj`=ZF(nbm9YX`uk8VI+56 zH!Vi8o$Z{hv&|YIGrQJQ5Lk(JJ@7$>4ZXb?d{82^oCvJDZVcOA^hQ2#+DbH zsuLCu-A<{HqXy(I@mG0Pc7lPHSCU=oHR5owv_v9~p_CB?d`*B^GhGmlF)A|VLtd;dP!>;aADKA%2|v@Vh23`w{37v9&yYaagQniK+M0 ztbKiumWGSPtIc=oY|ujJ3h_Doh#yAe;@!I^?i0itA%*?zXp5<^pp(g*dx45BJDP54 zDEVTFwL+pF>w{7LG30yMmoX@VGu*>4W;0nks6ITIG7QgDI{^l@?`d4((fi7iMYdIUgte$_z4XA2>J9MS%4{W4lZRg)ndlX zxJV71uLFV1FUS3iZht1l|BN}YUKS3GL!wb=$YsLcmHubi46-mabq2BjcKR*w%uv^k z{ltOmyJqqPv!R=_4i_z;1gr&D4VzVd!7ELG8fhRkr%Qi4@mlgJwvdzP~IzR66j6PMvo|51cfBm777< z>A$w{-a41zddf6OBuQf-NEhi3&3_yex8qw}y$>3G94EIa%yp=8bj$5_uUon^URw(h zyqMEtMd!?@`aEK^-BdScLFO57REA#?;5)FL*4f+uyXr@c6b=hTKh$92cg*OM)P=y& zEIN!Qs=WESj{rM?Msx8Ras8q3oT{=r7z94My4$xe^t?l~r*Wtb^YqeUV z@66GFI*+JnM2TF^bA-fip9h7+;^wUobIp|b&c{8ZZIYdBws|H!($r?ZHMAA{e$lkr zx%5rCZ0T5cT{Chm8Rcsmo_F}lj5Xu+YU@n42Dk(i%KSxiq_!9`-ua-Jp*@D_dT90D z)HFj1Qpp9y7LN@jBE5;P7Db^BbI3Yqy>ebKglg#G+J=T0BdcZab7K>fbVmv-c>UuY zlinyMiKmHzV?|HsEp^rA!9m61^bK4+~OlHL*8Vbh38h`A4Fr3g~dWxNBlgt#IigG?R8~t92_@ zrpUr{yUY6H&3PJ!rZ_%Q>^Pran>x|D)K`8 zq#Vzwu}I@HqF;jz)5*GsLf~l_P8_&oPaEfgl8@&C^wRk9PZ4kgNVnt{GSD{nRs}hU zml`tbHOZ;B6;2QKH<~MnQD%-Jph}R(oy-C}ZA+64-U{m8?^Rd81zBu$;k$3{H7qFZ zsvDlw1AM)1toN1)_4XstzCgu_O?xxAD(ls>-d|#?F-l8k#PPLjCO-S}I?L2vH-;Rn zd$A!#Hudl^bz2>bbOu|5?0uzM^6yot9z9LOIEVt0KpYX~Ulq{M!Qp@U2T{B~Mn=LL zdq@x(asqQlj=Dm^Z>xkFP-gU6{i4bUD#6uUzQ8!Ah9;~m{%}sAVRCxGbupTpT~GK^ z(J^`^v!|R%P-UN!QUr86QvKz<%!?B;Hj&6cLT@xS_p&}L>E-W{3Ra0?eSP@FL-<)t zlU#$zNhVr{{`k#DphBc#m~qR+(TQiX>pmRzq@M59O+A>;y7sKg*tdoi^67OM$6xopW9g;v&G z8v?NtXnbO{BFOt#h8k<|HdN)FdY2Y_d4Y$OZC%Vt53oH@W!OSAC|TU=6zK_^uJL@| z$tl~FBZu-#@a6hBGpu*3+b2hr;(|aM1{?v~1N@ugHR5-xHWX(fVJV=^c*D(1hX$Cn zXP|LjVSa_XUN6!X#2=|7g?s6jl@~y_4Kl*DIS)P6C4B7JTLk$7VZ3SMRTHP6;TE{g z!8={Bn=xNd%J_S1aLh7jh{>sIFcI`jse|Z5zQTFcw z{@xt^5Af$X1wxI#w2FTP{=H%LS6~}tuK)k`*{^bb?V|iC=>+mt$uB*XU%|f?m;VIg zq5cN`N2&Q&3BOiA|CCSz$;cpo|7$(;R{_7~aDNKm#QS{;|CiDI3jH+_{u4?E35@@E z^nb*~ze@SLFa1*n0KfzU0RG`we}(_u68;rlO7<7{A9hhu77ntzkc<`b@rO8XN6Mey F{vWeI6)^w+ literal 0 HcmV?d00001 From 9ea2401258327fd1d27a15cb18529f4d29507396 Mon Sep 17 00:00:00 2001 From: Albert Fung Date: Mon, 23 Nov 2020 23:19:47 -0500 Subject: [PATCH 02/11] additional datasets --- .../data/medianHouseholdIncome.xls | Bin 0 -> 81920 bytes .../Deliverable 1/data/populationDensity.csv | 53 ++++++++++++++++++ 2 files changed, 53 insertions(+) create mode 100644 vaccination_viruses/Deliverable 1/data/medianHouseholdIncome.xls create mode 100644 vaccination_viruses/Deliverable 1/data/populationDensity.csv diff --git a/vaccination_viruses/Deliverable 1/data/medianHouseholdIncome.xls b/vaccination_viruses/Deliverable 1/data/medianHouseholdIncome.xls new file mode 100644 index 0000000000000000000000000000000000000000..bbca333d9d961fd01ab3dc4a8b9f167578475d82 GIT binary patch literal 81920 zcmeFa4SY`Z|37{GtVo8xAhyDSuyxMnxDnr)wLG(}DfbCaf2Xmnv% zNK1-Jb&`)LeOkGX>LQ9rOZudu{a(-K`?_Y=wb_T?|NH$vzQ4!gd(}C6Ua#|d-<;R; z^?JSE=Y7t(6nB4T$g_O2xs81vhy!E$9G@(TTQm=vel5Srfjujt1Vj{*~A63y0X=it-fsjvNe#c zp=^z03y`g`Y)xcqDqAzz?vSmyYo3~? z*#^osNVW*s2FrH0Y>~1Jk!`4K!(WuKxui3*m9)w0hYeKkF;NM{qG0fSvrmwmKiY*kZ?%2c>yWcTSOKvP`=O4?&hN0%t;Rpf z|L^DjO$&Gl`<1FI-|>vyJH-b^B*vtrq^HDZ=n*p#$K(-Y$2kZ{y+ zz=I*9AqxrDuJqi7ymTv{za?U;*H*DuS|1X}+?Ox^F*3n#^HN`}L)$lwBj4xARz)@( zM}CKo8nR&wvdM-qDoZwuQ#rC>T*{RVKJO=k3dWuQ*>0TI$oTlgm^l5u^f=^E9B<}! zd_;6iVsb`GdV;cm95ZCozBu^Vse2E50h@0=T9Vgr=ypCgJAd@o`|xLnb3>Z?J@=xV zfAAk$2Z^k*hpb3sTV#VBV3SDMF!n~tRzo(7L4LB?WP>ddWW)HJDjRH6Sw_7S8GVq0 z;y41_UOo!{zsP^!&w&&CFZz^@y#JyqZ>yUBm)pl20Wp&;n=3{z7Qk!ZKlt42Z*y@h z_#DQKgwSxUrhG>oh#{0INfYTDo}sE0$zIj3X}Wxe5OIuhhHUr_j6O|_8Zu~N!@u;F~BCPy>mZ>o&DF(U0Gf0G4ah7c!n&s6Hf$w-|cW3~IyPEx~E(T|mJ8)f3; zcnn+ZC_PA&+E8;EYwpM~9`mkbk!6T3dVqdT;Ve(}9p{7(&ZmvcTuYyyOYS<)fg&jX zJiAEE<)3M)^d?1mohCh=B0cCR+f?~BP5Luku&e*DNu1P?Am@f$apQ=ZwRDzQc8Hv5 zEN8CneMdk4_wzs30@ZvaXscA#9vt~u)%_A>Rb(JJC4UQiK4i?DmadN%ZsoeJ+#yr{ zZ~6>iAEG(8wtL?(c z$yV8`KifxNI?MI6-L03NNB7CmY9;63dGw^zTs-S$HE)-)#j{-J?^zbTs;I1wvn-72 zUiMZkd!yesv%P=GnU$~MCF=mLv%8r_wf~^uEpsTB4a%KN3^FE4D=UUw_ePZrE%>8o^O>I~f5W7kSG z*{|P?M!UB)Y<#ItJ@)l*})ovn} z#nf{3v9j(3b6xYp(n<}jN-*nJtC?umC0FfMk?Vag-1qX3mu$y>XT|cpMN&PqE zUVg%LIdWIKsy{dMxo}vHzMKd?&iT^=Q~fC=_o5qCQS$$8JD0M*v)yX?3}1h3 z28b;AjL{~>{t-0Ox1%=GO%4TbSsC@`YKv5W+l-u8)Rq~gci93^xvc^+QNO(cSoXQC z7O)<7TLnP*Z54pe-c|vSep>}V%54>ZyWLg+_{nV*z>?-|6~N5#whCaVy{!Tm^KPpE z2Ez&q^!JDdjFOdZ9uGbYl(=}foNJ;z)7P^S40*Ru3Ec4Jm0*0lg-YO>H?IVP=`Bt zshAziD{i5ZirK+r;}$BZm>tYaZd4*)+{Y3XJ6*a~%nqh8w@^vN?BI^fEmTr5JGh;4 z3zbyNj(%&ERLo9`TdSmEc4W!sKc9}expngZY;|juRLoA`tyNMnJFRc6l8V`Bb8D4U z%ud@|tE6Iff=VjEd?{C}QtUPlL+s!{@yGuvzQN8?kHM>*XjJ9k1>HYqYUNjQ`SRtG zN~$_5o;7P$v1?_?x0FnGeyWv{N!|QZFGn`h*RxaYMOSsobw97%Gh4rYeVI=6>({SL zry%p}6lBgm$-{ffQl({OXR&gbQSrRMbDkW0y9GMlZh?^7Ezqf?0N4hBZiX#8EeRDh zmC#T?ZuGbpaQWEYpG*6g=iEk?M@yv$zl)b)D2fC zlPO#opxE>(=~P*N3U{j{H|{3>RD2<~R3)C~=~-eP7{AN~sLLsfiw~4k;>uauwrwku z9w75f50FXS{J7FXX<6Bv)k}0sb0+Dfw3E9!RbC?f@5@eiG`J39uPu>@ zsb~6n)*0beC!W%B+2H@a&cXi$b$W7jx0{_z(=6%dOy5`!J4K4F&n?@@HA^XNCpX(U zXAfmlPT_82Ayyl>eaWqp6Rl)n)trO&gh?g%$s zcb+`^b&p%WO6$6^bqOaje=XbANVm31`)*lXxh+uY94gkm_cnA#RiNv6zN1C=1`nnC zP~Q1I=Uq=0mu0!DOK5AoquxIzCN4Rn^RvDqv}bW`;rvwgX1mE+>C zojFo|Gxa>1=~}j#HWf6ZCU0z}N?iO;KmAmGGxa^22`k%7`wE)D^bWTb#86e^;)^dI zD8Cth&t|%nZ6>6GW-uvqHsc!?fBe+t@|$Vk*-ZDc&2*`t8B8Ue%~XqvKmGGppT1gtGXb8>l;de_D`=*) zryUr6;>3yan`!LXOgWy`p@L>gd)k5F#ow5I2`R@%;^($XFxp=4?0SK8)ArQ#c&m3H)~w6s6SyQ67) z%CEHTjY`E6JS*+&QE6%RIoaDB5w-gAeL>s#0;gs`MQ0p=JxG5?>h3Fq%0*3Oo)qlR38|Z zl=Q6cERTLQDy}a5O5lqLkIK|=pr9oA4+|BT-=N`g-N)4{T>4Zg>6QBC>XrKD>XrKT zoVSnG!K_sLtgr6Y6|c&b1g^$ znKm9}eB@2+fqXL~jdR}^=R3M+CB&>MB|?f}VXUZ!8;69oB<29D)V)HT5olNluO#NN#gKVdJRg-g* z3%9#dQp8d3a%88qe*RUKThs`N}H!sone%SA@1$|d)CR$jN9%2ocm zN#(`;wjB6TP6U;AEnT_fK+nqSl~cLOgEy&MO%1$Rd06SnB^P=mgi7_xsT}!GG3I6# z_)|C2SNzGn5-)FGRx(|j0PjBGeTZbfk?yQSLbY8Cn8&j4|HmBSC%*w8$!&OI@}qIF&LlF-qcZ`L-0JoIQ1MhPQXC;XetI4jsh?U?Q*;;*bYJ-4>YJ-4>Kpv`F0-=OF3_zDUX?2g5mEGA*XjXG z_MCTh`ArCM)iH?~Nn)+eZlx+$sw4D_5%0(lYr|e;L&ghL^kEe#8Sns)1&m6KSp^KP zDD$CHxh+z_?yh8{&ert}E>>55t)iy9N*SG&jJ&6EbU*iwde@M2KUP{u6GwKXzVdQ2 zoQ@V=;yX@TQfj3oN6xOU{5M7_nZ&alEnS{YG(yfD85M5`cM&Tl%KL#hp&J^d-`(i0 z+3+fgHdkWr6c!Q1;pN@XmA(Pm%2Ev~pH=ra*2ybq>q;F%p~d3EUh>~oFaGsuB=1Y6qGx!^GlzYuv=WS^xiRv8^rWOX{jtQ11U)U~F+D*>i@3COJuz92NlBVI zC0XyUM<>U+zLYvF+Ua^X9_${h{)DPOo#oz#sy4D?c!;i#h>J~(PSzt+rl!Xwq$I`a zLy}`sro`!!rt70KqBG)p>79Fqhv^w9@~V92@E!6iCMBxrdUU#;60eVlPK!wZ$ViCO z<5QB7QXT`h)8nGkqycAr==0RHG+7s8KTw%IFltE0`#O#qtw+Z`GBrIz(ps#Pj!sJt z(Sy2#x6}0jag!61=_pcMii8I1=^1jy(P^=ITv}R+*y6Fcv^YJ+IpdQWrlzCqw7Ary z#2D$m98a8_kdfX_o)jB+->6X$_l(g8jT}C_|ESS2LQ0iA^q{cNb_#dZgSz%Cg~OdV zROCGr4(%zpdpj=mg@y&C#Z600kBfC4gC6VZ+_R_XbzxnCy9w?F9l>FO!<<;!>(bSU zy9n;0aJclTOJ^rWS!bO>Lr~|Q?Igg-jPyZ~S3QxG$-{FZr*W#&IHGW0aw5!1{d8Pn zBt=h(o)RtDO;Gxy(GaC2KAw^sEe_j1?a}Du^yqZVRHKs;<5MI?As?8Ml#&)5n}Vrz zN^){sOh#hN)C@T=C@v}bvFNlo$?k(i#2|5H;Fsg$0c zGBqtx`Y<9TSE}bZoTLeox$EdSvvJ)bxbJv^cR0z7LfkjGONK zG9oTBF$SlFBM-NQsTphos|NL2$}c_llK3RV*hwMoPz}r^m&KsU){X zr%Pk^Wke^)Y2F`~Hbu@QO1F&MPr} z^whLzanpnK{>jNxqm%T}DKUxiM@~zRkXEGj7*R=0O^TZ$%u5CsoRTJqPMmNGujKR; zB)#PL#8^2jB@;8I>#1onD-dr?NtV1I9Eq_ftGp1bCri&gL})8EE?!O@MWmNvC%yM$ zk3H5UMAqx2-yxGzrgf4^C#OYEN$;4>4ySjDNlou0%_PL8#PG|M=(Nr~LsDbo`-c2W zMg?E5YBEfTSq7)1WF$+6BrQrxik=poD8VM_J351nlx`yfh z-Eu&CNN(Zh%5d@lZsp4`)<*8ePnN$ktdhL=Rz>=O-@`ipO`Q*9pw^m6d-dh- zLy|)>gu{trrl-cGKOB-dC27mjPw)9C)Gy-q$ZK=Xb{v|!&G2n~e)h*pK3+S++P5OG z;r?UWHs1Hw@58?wGaz4Ym=t`x>+h@Y`Y!FgJFC9=(em7lLtnc*phMt=rguNQ{@WfS zkH32Vf~T4U^p0L%XZe+P-rp6}W4<|L!OBtVpZGp?^6+hamgJ<}nUnYBpW)u0cAM75 zyl&S1Z0fxy11>CB8vfn>fk)3)daK}$aeXeG{bPCH>74EF^y_}lmZ1ZE=e%J(d+1{R zAA|Qd91!x!+iiaf$?LFS&1Vnn9`i@zf^!q%x_!|t{~P^sjm7moDyX?&;^&j~#vQ-^ z;I7pRE}l5@K+>+Smuy=yqx*yd_k39FZ~Lv^x%vkW%z9{+SOmXRhUoiJiI& zZ<4mOiD_|3>77Eb&wA$bM?MOzIsfOm@6GvQ=DlBj6wrEFr}a4lJFT0koeG+j(6Z@? zrWa0({J2W>cYU++e*XQHK7Vgr^v9`XKj;ltZmROp>4E(|O*l2J&j+(+@1L8uv9<3* znW^*EJ#pgAiMyh{Sl9cr&P~@xz7_g>y*k;)NA4Q6bwKPF`~AKg8gU|QQsAtOOaC$P z=$*?~H+FO%e(<-3qmK5lZG9$xfAJe1g&tTv^21rL1)q)ZN$#<1c;cB!Yw|mNH~PJt z{J2ernisyg^N%Cf>Wijf;TqJ|0=TCKZBD_eca&t^O*trw?AF~+adeX@15D|aL(LU-~3uX@@9v_ zEq)IEdcxa*kMvn|_te{Xj>;zEZu)xE>Z@BGxhD-z$9abj^3_4_lWx~)#3GrE28 zfrl2I80`OKrz`z@-@EJmA=}>D({#pXZyg^o;9}mHe;jH4&~tYrE{@;Tw7z%i=|2uz zlk>v+{(l~sKdMQBeNCt9ooiH^@@K2Z;{!kK`tR^3qT3~&Z_+UF%Brs4=B8g+wKU`U z-tV$|eH?x&>z^Zb%y{)oukhxtcV4h@#P5F>Ow50`cB7!?tv;D_GNaM*cY93h_xHJ8 zU)61~q@dEjJAd1ML=XQ-Z;cMVT(@ScC!hW-wdT<_!3%QCgRu`bYkSV;+TiWu+C4ve zQdZ=}UY!?OKdsuIwYZ?`vXHO8UjJ+Jxd+Fk_6%LS-*{*5yt%uVJo8Dt4;$?oSpSEB zFE-Tpb@B22e*GG59ay(f>YDQ}9D4bolkZI!bk~Zy4IWDB_U`+CetNOXoL}yZ_-w`S zI=>F-^ZDo=+eQI9$!7&@1sZTR|-$R`_P5^ zKdmz1*NI;{PF_Cyxz!=+$8S$qzyEbd_S&b$+Wmh{arAlZ{_~ktCOkE2M!{3BJ^$dt zuf;nW1my+x{mOXpn*FN>wsxOCJmBj$b~kPFq-Q(LdjMa8Y5a z7p{2ePx)7?ch{uOAJq?=-Tsn3w08Z|7oSV?o!etz=kG$tZ(8=}`u5je>^Jg`SF-JQ zEDn2ge~sluPq*0r@u_uL2L>Iy?!W7uCTBjoaCGD66IS*8>$fX^{CaS5zsczx#?Je? z`NECweEsg7@Bew>-OpF`oAt-vUoU#?;44Re8UOJI*UvB7@xk@K`~F^V`o5rVX8d~j zr_C>>ynp@jGj~oLw`)hejQo%02kt)k_R}MCp9r2^`N6B-eRO70!;k#xe&jvZapLql zZ3k4!eB!D6T1WTB``#I7@6z4z*&nUuT+oMqKYLvK`wa$HDKa~M6~CaHw&TqB2ean? zn)%4fy;oe=`GoHsC%(UAKNgvq(znv|*4L;@%JDR9>ZT8B=BZw>ej` z_e}orua(>WDqg(pp(9hftxSF_DfaB_N4^=F{oCrV9y(YwW#_ClX^(x;`~5|y;*Vb( zUtHt&;@v;}{lnZRPP{kcx3u?0CHSShJ$c0MKR)t9^C@5N9O=8h((Crjmp8w6*ZlXx zE`4O*KDy4U;j?mHnwuK*bL?`<8c{zlDK~4u=h?nhTde%B$_E#RwjI6t?bT_M_l95m z>u|y09eWN=&#?BM|Mii#gI^vo`WHv!mc7HC>|6WuCM_eXzInLoxJwgWU$trS+16f( zPt>jVRcxCDo8}Ih(lcmI-s%G_5*pTfByQ~Pwb9Y{zIf@ySH7}&9lE^5+PnX$pYA{S zTc1#`R+)JN{GW+i{pFZWZ)|>c`tvKkX*hhHx2@6ZTg>}5G=28Mk+b^`uU|iH$?&Fu z+ta!Z$={dXeDA=py$?+NU#CJ>_WvpM?NbpM)jNGYxaE+PtDgpa8hmQ)qRi!0 z#xJ;MQ1y~n?L zvu@+_SN#3^9gTUZui{7*XOR?v?in37Y}4_Te5c1^y*_rtv-0~}XVOpaOm4b=U*g)ge_Szd)4r{VV>`#pi)%V=(b=;rckO+o@ub4A z_deSA<$ED-KfV6Qt3TDh9OC8m`FE4gzw<+aZ<99<$5!dKKXdfF_3@L}#s54mq^Ra2 zKP1*$`D4{#J0AVVr%z-}?G>h}IGf3$w^{YT&JKIz`2 zuYBGiB4Yf^C)NbI@6M9RU)hnm))zT1za=AdQyItGdW_U+dcxta)OhWju8gR@JJdhx_t}s6rlcHv z$8Twyud@qZJya>{Ot)Iy`vu;6@uyl_gMCBhN58)!@!c0!?XMrx<(tk4o0|CcI{*AX zR(?2T=fx$)sD}3}IDS`bfo=AZlpa4dn7njY(1k-tx!Y5(OVuNnUgd~cH96Nk0NFGQ^@e&c$0lLeDI-P!Qrzwhmz zetd4_ptXAsI9k25X}HfP554owo^R#E)Tw)Uca-N0Z#I7wwNjsQX0uVl+$->$(A_8< zD)uZjz4I*SIYGKnu(8Y>%gi`RncuS}&)Le2nvRrL6X!0Tb$B|#jXFM(YsJ#NslX+o zhE&mi$%7$lni=MRzL9M=k^0nHN15k<_Bx= zt%qsa()pUU;$!*oCm%1Zbz3jFi;bU0sww+e`9%)ky0{{en?}CcwO4-ma>S&leiJEg zPk9IKXH#PGQbyI^S{7yHr+dAgk|Q6=WsdrZ;5pRJ;=WBOZTyys>l0K8w=0E5$WPu> z(s9oC#L9->a>WK2wl#8l+)IvN1<^~|2=>BJd>s8;f91!dTqQC6`(e48-@W9=f$yt+ z65dk}Z%%s3@FJwAtZ_Lqxeh9$hqn$r%i>DUQ-*f}J!N>s&r^1%hwM5tg8K1l$tBtn zIqoI*X8vdVH%LSO5DQVK}5%C_ElQesQ;P z)c=tGRR55#hI3)-Nx651yE{YV*GFGAyu7Q(H*d+O@B$w>gJH54|D@bU$dN;p+^?jbx~M1B zRZqPVd40%}Typ=CdK!ovc~{lbuteTSIo^4cY-|3B@Zo;cZNLFCGS#Fe^-%X>{0E8mB_n^ z9OI9YcQ29m5IM#mB@Zu=_Y^tCAtmo6a^;72iCk;uYPWZZybt67E_vS)c|XYgU2>yD z-XC&5mwbT86)yutjlkq;3$#zG|@Dsmt-LqJP- z2q03X@AA(L@SC?bi2sO#`c_H4-8kmsb__oqedAaaw_{b^j`_MBtLApBy4$fDZpUi6 z9joPbthU>+I&R1O+>X_CJ66x_Sbeu+{%*$_xE*WgcC3-xu>iMYjopqlaXZ%3?N~Fn zV|Tb6YwmXJPPb#a+p!jI$6C4_Yvpz<(Ct`jw_|PGjvpW4+cCrKSbw);1Kf@cbUQZ4?O24{vB7S~?shvC>2_?0+p(dgj$wR@;LpRq zr|tHtBAH>ZW;=e#7_4c=CJ=M$U63w{uZ=17#i zwfcKtTMY2}v%qEoa2tgu3)bH}1Gx=l&DF%Z4LT;V39Nnl9rhOV?bl8dCjr+bw#5lH z$DD%P77x760c=NG+U##BpCo%@_BX%=uy)~V>~&!CQDP0)>Z9c7v)St;bR59O3ts`V zpGNv|U~3}eQOAJUXVdQ}u*Uv>cNo}wz)&Lz<{A2Io z#LII8YaOVQin7{pVheKH8^p^{kMSmP66&!+$yYP>;YD(h{~YAewD~?@?HO`09&MRV z(*7FkriD=_8}*xe$wdLM@%a%RWq_Pk@dXxCFJ>wWN-ZN1+X<= z_T~?Tz~^Q=ImJ9Ng8z&KIK`7uVuz25pfdv;g;xI+xaO;}PhI;9aNqT^FPL!|_~L7_ zH}5CzwOMfCY?fV{5BclV9}G@)74M(CB3SeP8T*h8vUgNxykFY_Nk8H(YXzJB%oXEb z5^V2F{cCFk>$@r61-luGnIFc(e{4gE50J;xKZ-;PvCG~*lKCNjiC}9F@gCUC=FPTb zwk>`5jPhpS(F`DtMO&stA6|}nj1>AOd9?kLItNxk{s`qVtCo7&FjtIYfBsG1+X5dj z5{dm-{~`KnW-jER#7WSxmeGH*pGQ6I82dAzulFL3WsJPc*xv^~wEm*phg`3qzxllA z

x82>x?f;ItY!wI$MS-}AiMFyDHENBc42ygb3?DP_aeg0(q3N1m5elXlR+i>-k2 zTCWQ>-lY87Z76${=Y9yB+TWv1ilDE3PkB7rwcSS?3;#FH5idjk9kr-G9GvR=D9?nB zy%F(AU@L)feG>XsW7;zuac#xZhT~up?JLT&Aa^8DehxOY`7xHaqpZ=4I2Uzlf6#7& z;4{Wq+V&jVYNc{4xGC0QNltB#(1t%k$2v><7m4U{#G(r*)R?#3AE=hNmFi2YzgJ%IXGd0yXBKLa+`8W8(|JJTQ+2JCFviKBpR zchk=uT5lm{&8w zi#dw+KZZVArOq3?)8?^R=pf0l5QMTlFvO zZS$R+)*z=?sRO4q$Z1ZuU!XGxerRhc#U{C_|h6N*EK_(=26D@IABL@=1Jxp+f&4uv|EDGnIk&Z5#n1U2=Z*rw#sKoWXNzF-L-KfXE$}kRTR_M53-h^SyjdkGEISF<7)hOr@Fj<;Gk+EI)ws-gk=}(mg&1q}wdAfD;?z1ud<(Wih#5QD66zFDe=c)K z4)b#t>I5xta*8#c2>g0KL}m%lRhvB z{ns~9?m$27TTjVe3!{J5Z~#Z5Z^jk+hCk17JpCbWsmQHRJZta}jd)PjOnC zoSN^`Zp{&Q`cC5H?I=5iHrxk}tg(zQ8@MpL5}TU@8x4uWAh#vbZhsd5&pI!AEeV{O z=NStQoTFJlok5u2TE7vmhJB1Q>K~%~L)y6j=VjkWoo`?VYbAAjp=0wQF3b_EPh60`EfJvpq!lrB{H* zFdoOlhf|vpKZv-C+RRw%^15JsG;`^SH=%DQ_Rkk=ouHp=h0oajBu9_KR@wo^TJ=qW z?U%_>6uAqed@*e6_>}e!gdOag$yaZ1q+g}YFG1hdgIGtO&A*9*nD^?Fi-2dK--LW! z1-5izUY}a07(3UPOGi88s5S%fqTNB8TT29+J&5y}SF4g2&H=PUaxolz(>5_rUPa%m z1(fGNZge81JvECu39Lsa-iiJgcM!{*N6LOq%sgyboNMJEw`k8F!rl%Y?b1Q)9SfbD zV%<7I)17hZr{Z)g?K}fEu`bZInXrl8opKv|QoByu1}ubJ&4&-bXUzHZ^Ma>=x6$T* zgLf;Mcp3Wdc#=BfaE^Kv;(a{dEX4(N?xvh`Km7;F3(=M_o^s9;%n`(#dsx@WOVk3? z{|ULX<_I>c67S@>FC||N=-Br$cKjX}to=cGICLCOQobBz?KOxwueM$%kKwaLZd@cU zz9w)@Vx4Wh#F$d;o;o2%wSalhd6T@PLSI`&Trd;zI>fdaz|$FPl$)O)gQn8?kvv+| zk78^(P>*$#oJKu?vZKhUG1JK@?kz;f&LS?w}yz8JaJq2`>q$hZ0|@@pd3+0&>Kk2>uO$sMo9&343g z_@wPw>VzWa=oZT!Lypw~*p|AcOHw-EU8|({g`KUP#LE$1w%>_W9DPE}^#}V@;;Z0V zH@-s+!8jNF6uC}9yAE}&WM7PrLNmi!9Mu+6eB`u!JR+gjPD{+pO<0#Uidx!}Sue}+!z2I$04elAb2?P1Dux8mqE z=H9;W4M!$@hU2E=5PfDZ>ao?M&i(5J>%r8?rC(L&I35Teum-Tsm3H8H)L)FaHUfw_ z))>=RHen^?Y8|N%`O^_Ve@KFToIXaMF*-08<#C)+>zsDvBHPd8cQ(%5d0lgowvD3? zEL#Pgi^QRGYEzo^NBy z_rZs)QS^;t=%*1$yc}hXuEd&aj)Z4iBD7XcPV19X?N!?O6P$})i?-UpIE^Q^AU9Xj zZrka5-Dr~nV5<@1Hy}^2ZIiO$n}QvKsgtusun|xBC;89`CN?%h{s&_%47M_k5?iR# zY)hR%;7IdfYzE`p?K#vjX@_SS*Nh7*pLh%HUqIUyFisz#J+qcdS$zv}DCG|m+sWw@ zw4pz2rJX1Cg}ynGcD~4VFB4y3yXP6RsnF35FgCBU&ymDis8gGHIBF4eo?;C8gCpZD z=GaX1!K_cb?`h!gk3iFgn6(BS0`}v$GmzMrD-vTcalvdHT|peM#F=|>mo-8QbaLuX zPW^Po+Dh=~*R%+wYQmoSV#Y{s#E$U?`OShK+Gi0{ZWfZ$So-1p#9Lnx9rGvpfB}7D zAo-#k2ymov541{WapCR|H!NXt#^>hc{@q>T5-AQ}e4Ph;e-_cpH++IEl^JLLKm;&AxC zRYZIe=VFT|K7`z^Unh55SGTnzcaiWheFS4R2XSqNF&=gL&pz@ph`Hh<<%{W)8RV#N zvFK~ViG$Hkb13;LLTnnZ5(m(quOEgc*BiAijNhPnBC!IAbLOCIZ{pB-PEPTRV1(Aj z$!SA!>eyR^dUkD)z3uuX;N{z7uNM<%zbV-Iiu@+56YO}4KJWtgGI~+Idy`;uBIWkscXrrwACKUuQ6tyAm%l=d5WBFfekG+*BTBTb36HE zZgg~_KkR{A>qZ{!h)2B!vBn(hP0Z^-hniE3LtGnb-5?)!w$&$(`=IZ5lHB>SZ#{@l zqJGC%@|z0#JK9jLLC3mI9&PY9t1kJqA%_@ht=|lF@97W{0q5{IFz)|dJ@%#Cx&(LUOz7V#LA)mE^cov^d*bIQjfjvV2{N#w33 zu>tPP-sG`2{LOKZd<{a5a{P-p9N19n28HO4vF2;pYx`hxGoL)#QNLM_atC8@E%6>; zOI`1T!Uv2VlyhEf-bH?GtVi7o@Iim9znEin${!}z%>P<{#%3VeGHOxBTsOJUiZE4Rj;N7;3HsSi1afY}6`O0yg_RQZZ z*ivg^k*LS2qjZ3^X)4!|qk5Fr-T?Vw;w*4sHX^nmj?977zlig--%Xr^^Riu_&HZrh zMhvkpxYnwvSX&7BuatAHV&6k~HsVEB_r6W)OlPcx!uL#de>|7?KFWDt-q`ppYMud3 z&1U4~3i-OqSmRi%{fqXm3Aynz?Z1Wn=|=fD^jYglF0PQfUDV;6)=FjE`Qm(yP{!jp z_<)%}Iq%~eR|-)B#}RGN7r-Z7>qvOUIs*TE8`paqlT&**!Bv_c2YjW zSiYA!;jpb9%=#m7j@lRGXb}4oLXLQU)4rebB-qe4o?P^XZMBz(d0*RzAl`!ho5keC zL7(}Ke5InSb^RNZ;+n15N7VygHJ_$_5d6&;#@OWCSgTJ?Gtf_M8!@k`t)t}b7_@wuVlJis8>7jo5A0_6kVnoHjpM{zZ!zPE9XNMuE3q{X`cHj{7R^P@IK`dQ2(7)7 z(C2d%ln+U-^VsjPV}F>u2X2DSK82Y-`%&lL(6Jw8*$~93KAk#Q z)X|8Stbxuz;%kuGCNr;&Un$t?OdJfqGV2hhf;(#xG4Ed(L&&>7c~7Ii#X?69A@97e zr{AgK5q7ZuO|DZBkEVmzg52mroqWhGwWgH2Ot3bYI>rR|H!Yd1(oI+OIQLsCiBX<%-`$lqW;S@F7QiVRQXKVvZNK zc=Ez)YTGID!fScQSYpmS>~pBIlN=o)U%c05pFzIV`qit9_dMhfM;37|Y->f5uTbWk z!{n$Y>M{3Ho?l(oo<-+aMFs^Tac@@>S-`POP;ZJx;OYF-__5c)GX7T6%S z?Bwn$@gl~xy8a!_c+a2f

>Be!)pvi}G&yMNtXgEE1+e4L>Kl90UW8a$f&{D~sQ_9^PcZa-*gr<<-Qwi)S64PH>}+kK|ghbZ;tf ziKtl9^V zFo>s~_-h#%e9Kd>MmaLr%u`R+PRht&D^ESVt?DU*1wCbT%aPS9M~2I3&$94HPg#R< zWVnR))We&To-(`$=_zYmj!dqD%IM*(L(j6f(({zzoj^|+Uh(sk-RU8_&WxabyjpUJ zwnUD5$-SBX8UGE^&_BdN6!+*K;y3Dl$bYJTh|7DKx6nW2#e4sU{HOYd95D)yhmc>~ zZ5;JKmpa@+d|~X@2cIFCHk$PKis7sSR!u?d8A9;rbONr@jo%;jVf@O5~j&4|B;wOXQs)4|U1Al+@o<26;awuvnz`ETT_W!Td4Nmaw?y6#a(|cH zD3SMv+|MN+AacdaK#^mtQ|%5a(T{+>uSRp$2h3;BTM8%M2@jg$%l#@NX-z? z5*`AGlkdDRkvflZpW&*9joqktcKgM znr_ExxgD$RcC3!uF+aCsb={8Db30bw?U=vYu?B9(8oC{8CV@=$SHFZ1I z%*sdNa68uD?brafV*}le4RSjc;dX4W+p)Xdjzzj18{&3sXsKfu-y-<) z@b786y{brN7_8ZjUor-3n(;XHU;Tu=o*{elcj6*o$H9w`8&5#K`~t8aBVIg7x{tCh>wFM4~wo zWpAzi9@rKGy#6e(nE>2I;mLyaH_t$BLs@e*v2KHoNo)dZ-+qU^1%3Oq)5J-@b%||p zg3U3fAh*Q>uX6y~(Uvy*TgoTN-kALjumP-H_!@g1*nE^&1Gf4oIr?n&Itd*Iu<^oI z!0e}yejM1E2zk^oVD{PcI|{6^|KA-3HXkt5NP@XW1pi3@aEhnxY?b2G&)Q=Dc zECv3JIANh+du`hD&o#jB(r#~U5^UwsK4)GOtTm<1{5PQ!MtMWjsr97(?sd@rl=5XS zL+9FeIJy%$=3HW9G4KxRUt9s4Oa0InpqYId`+{d=Z?z)6_N-w0Y1(}JGQo~erL$bH zZ9MVv9Kl)#>ZGEqHk{ak-1Y|XGSp+dNt}dwtWfgRjD2{KT;x9oc{FXl4_JGKT#QFs z=99F)2D@ot)X7Hu=3a790Bn4Igh$z*{fB^e50z3dBSTn4`Q zn(WQ{iF<7pTsWI$*XBe1I`s#GQ(eXTC$9+B{C~ziWP|J-)fw;Cwm{O4c*|PBrayDV z_?HCR`%?ef8o~N*%6GwT#$x7&@$etpP~rpR@$`=((L(I9w~u6g$X_DZ+C#htcC&f2 zEtzdgA3meJ8F(}Uh-1-~Y0-z5qaGuL{z)Ef|D?`=RggbIxy-7io;J)CJJB}`aa4t zp<{1Ed=l77U|gSszSWra3`bmB@wDMM*hKq^@+`<5NtB<14Q+mm*ia9k{#BmW_tejT&9w%^e&EhD$b|trTXy0o zVB6jFa|gN8)VM}2uF=lEh-JfvcGl6ZxtMnL1-53;&N+yEvm52%Xv_GWHaDM!&MfBD zOz>ikqWzDd&(>)rXIlm_bBJ+?yeuczZyXd&%@5pJlfDEtc`ieV&*6Nn>R&+a0M=Ih z3wzsqC#N;YDOT#hX$^9k)9n}N41yop8WY>WS5Z~s0{C{}Am-QuICrz&&$8Ect(3hZ zo3UI3zcOAU9uB^=M$C21P^Wp6F+L91QJZ;^Imh-CaVG7SpmgSlj&+3i+ydb4#8Hqt zyoqN)OPOxS`$M>Ah*}1qaK?1ysY4t;P`r#v5WEtS5MfclO8#Q9GN z)|(UaysYQwV};N+Qx!IW$I#yjp>I5(;&-ZG>vj5)HO)(Il`Obs}#sp9kyxjVEO z_1tq=_Sz?TDBF~H_(s9DUevjxK(H}@{O;Kz*!++@o?HvOjPe%HvHik)?pQC_afMt2 z0o(25`tmx#dLqkC0yaic=OTQ`q3XYE$hFn`h`55?^K94vUbvi6^eKiO2W@n*kTP=I*@9%*3pe@5eY@jWD zy5bl0Ye&gZ7UbI7%n#Qfw{|o4W}q#j5^)q_)9gr&7|Z4g#=bvu&Iw}1j<$q4Mbw|m z9FoKQ+=V(p3!I!{jVA)X-p@F#MNX}~H=$M)GlQYz}$ZysP$bVqGTfp`s#IdlgtuAo_a-gjyu?@C0XOZ79=JV~uMQb2` zlblAOUHx%#Dl1dc&zv)|*P7?c-nN09z5{)|F6Hz?a~S1C=!5a~w~9$XhCMs~=-o@}9bu!TMZ;-2GFW z)+VRs`?Ong#GSsAIC(qDPN5C=fg@`yfU#D6 zlVJO0auh}G0x4e%+d4j_{R3eK`)2ah8yx9ZY4c0axAh>_(P#5-;vnX|`s5!DbKQeCE}vxocgIa-AX&pfK99mv~4DAqIaj<2A|Zf)3yN%Ay@O^1MnGhKK;DlY2aKf$~DMWsIks^8|AQG3OrEb@CFm z0QG-D?yNb2&8oyZdG1TemjgQXeT*Hy#|3MDP#z8)$CH#VM_GFfV$Q3r*U4k}Y>^um z$&0TET$5O5TQ4!DRJ*56$Wbj|9(3L$FR9SiRuLD>guD*1Z3ggk#v0}3=f|L_bbcg{ z7WJbTn-0`t9VMqxPoV55a%#+Ua*BHk5%PGt%Dr{Tsl7kr!g^Ws^(f|2#~QSv=BqyI z1Up)iU&e^`3Hdz(PHkO?V^LPSOq(x8?scd+XD;%sK8yUC$aVHK>cpc?`$BTZ>v6Lk zu^m2XdzLz($T_;jvd55PwE(uIuIZAL4tUopDSlyRYbWt?#Fy=NViiZ95Oe*(K9%?? zxYmvDP(v`zML$KZlhCe1T`Soa$_60Z3APO*PGTmj9Jd-tqa7<(SPGkavch+ zJx3nZwd#+=*{I(JPpoMxlWEOMIZnj_)9P=q`y zqd2WcPOT-sLNjc$?2CT?1=zM$_No6S=9)lME^#inFwCE!6S@I9F_fRn6Ks2!^4zUB zdX2faFMPw1NuS}k={Q86*^7E?^{8|Idck@yb#m!f)j5s_!UwDYtaGIucpmi^Bd(1A zVvaS&G?q~QC(PxYf%td(|r_?&99l6N%Gx?p3b9Y|XoTP2z z=mX1ELFXcIDC=KC%r#Z(5b+F-#cEEK#Qfihev-LD%IaRMKLB!DQ|1H<^=LZ%B#7tR znDTw_VQUn9;~4sBL=rDYS)(hl=9(kn8J7sHm6Ox@N$6)H@Y!Ph4Q~pUlbb^VE&5-}WSPO%#jHARB z>NML@XAn5jd>EU-ICpyvbxhjfS;jTv!pbM!Li-ocwgrsSM`+KirBYVkLL5r@!^C!S z`UGw04_j&HiG87Oj-;J0vfazXSJ>`(#%wBdv;&OItL$?m@fPaTW*&}O1f8cCgZ|*i zc#AnU6MZo26YqN(`1>Q!v>|4#L5G0-IPMH2Hs*@N7))F+8%I|V2P|>sUfgAk&;p&D z`jb;Xow2qOJo+^)LaCatr@ojm(i^d3{6T)R;D`2E#FU$b67-i$x$ZkulGUa}>c?0@JBsj7K(Kk}F1shR}FXnK^3-kxh zOZ67?fveEb)insmck6TVYt9$B)`~t5HBYelF|i$3TS}eGIlzY*cRAEgXYRF3kz3!< zAJkgJ5c||tqbEfXr4%{K;oP^DBGJjbe@w_JR=yP zwQ+LVkeoX97NMS98)R?0ehGN_HreaN#My5Ow!R|23F`zq-l7k@0KSY~l<(do*qliD zzjr`qA7gD7xHbY*+}Q=&=924UkZbB%@+xh$hw^KT*(Zp34Q`$yr(0k{OU<>0L&w}s zewiB`o#+pHAlJH)M?2zCuR*La$9faTogJDwzWzU*5M z;*+S~F_!$M!v2mnlxxtju9HU_{LQLMer?DhhFYt)gF9`5;+OIb}L`%?FUL zJaBEiM|n1Q)IT9dZC-`G;%fqQ%m--yoYw{0Tb-A^mH<209wA3jxxm@vA`|snGl+Su zWIs$^iWti_*5eBv^{vEVD693QehzcvTynIJ_NhfY24%GstY;_eZ2O$@@rWZwIB^oW zt4VBtJF_==>yfX<+V3Jewa85T$qiBZHOatAoVZeeC>A=C*izo7ie=o zoVyW2>dAUNqt}@m*7Hj{a{cA#Q{7n0AVSl<&J`R1>x{`}48}tS6N!L0Op0SR=Ki|gn-p1tA9#0+<7$Xtnh3h$v6yohX zmzA{hcJ#+k*M>Xc+tzl<1HhNQnY@34{A`V*{YQZ>djsNN`utbKfrwL6-6OWWg0h{I z&oGwnrA|0(s|U0GNSveg1vwhT{)CVt-ruzEr#uNZw2dbhyHo%Pa_R%S89wBZb4BAgG1ptncwz_6-P%fQ&4d0^U!p~Gkuy$l=QKiV z@8q-zId$Y+gihDDWN-R1W+&xC((63-d+gXBChvipptDb5=FfiA`8RazhgmiRajH+J zP8M}E;w5XKGm!Wi`Ob#HrxUnncX|7se3s?oZy+=x?#m(L=~P z@9XJzs(6GQ?0=K%RK%m{AhsYkx=<${a!ai#HvWdBd zpuI${eaQQ#%%um&-NlorjrU}=9`u1_@EPq(>Ztq9&rrS{Indlkf8ZFc)nr^BoCzd&bTEoYk(+I7DlhdZ;w5aB9(5wQ!3aeiMo`yVZefleKHgmG~ zW#GPfvbU>s3E%aCqn1-%P#`$xQW12xo^O54F}mgJBC!_y0{KO7VHHw`YY6%S)VU0< zjj_Z*;MdWVI1l_fDpUUoV%%&eqtArq04FO9ezi)(GS63>;vJO; zE!fFvGjf{aPfmA(qtI34X!}~h1rBndfoppn@%tMDM=hnD4?y2>_>%0k13ces;vL&X zVtb!h+l-?P$i?HY3f6z5JnR+0mPKA#!k+f)%oS>$lR>%ScM;{u&@p_-QD4|xe~_5t zg)N@E@S56oioEbz-Z7S#a}WC*>g*&(hsYQ2wb^HoFSUO4D&sv5ImD4goD17pk>o3s zIp;7rs)>5cy_DzB=8Y-Oe;Q>i^5QpNu#u`b%7%O!F>}7Pnpm4Ba=V&WhcATw42}gh z$Spg$yGp!>ajmX@M>F2@=Q=sXozn>U(RDSR-a$_FEZT72D%7uh`{WwIW-#qJ0Q}k< zv|%B1Y>&~;IbX8J(pJ0RV-B^}bO3&+A7ajY1ob!`rERys4vw!WFGS3m%W2y{#G^5l zc-%9PkEFgY{kAD_5pAN@ez{g)pF(~0?8jQ#pJR~q7dhe@h3y38oa;K&{Th9d)UWkq z*=9=x>rW9gPud@)e*R*STR)PcDC)E&cPD`jHFm4#WO|VoKEq(1B^Ob1QC2-8x{sVb zOnElsMsISoGYdMkzLC9Ffb-JSwe8i}g3Vgwj_VS}U&nFOfWEoqC~zowpTeAc%=J7{ zb8;Hu5z#lVCFF|fSLR=ehXC^QnL!o1P zkA8B1V_z_1lh=~wUG$UX@DqJ8{UHE3%7~%Q@Yw_V7xbCo$XCV#)Hmr%Y1HBT){#ja z&TX_f%6B4O9G|exP|kTaQ-?WCf1C21OGU>vlk!~TYU_7$%4<(ctzphX9x(Tj-{tf} zbv+x1I_-1GHSeFAQ#iI7h-D*yvJ&NNlve#tTvpSa*aa!nmEUGErWObBD79UPVXeA_V3t#KKrM)q@ULW7kYQ% zaKxHTU7H8-ycW}MccBmZIQnY%GQs9D`sA4Pf{n}6v6v^%P$vlSYxuFP8Q@e~OZzn2 zAlTBWV?#aGr^H1I1UtG?XD4!+{Wsc;&xP7*5pylwc9pn*=l*Z@fi^LNXxk#jO9pMo zdm^?Es2>C_%pKI%;6GX_ZL6MpIYis$ldoFLbvZo8A8BXj^~*7o;u@f()(XO4AG6^h z$kjT$&q3e}^0l4V59ej16EDYkneTl89Sb?c@c$Ax2)V-03xTiB0j^3s4p?jTFYFyy zM>;Cc;|KPZserd#Q~%AY)X?XU*X{m?ca3%N3eR^!aR<*+hC4u>GTcG%lwk$hQ-&2x zPg$FCWNpil;R@WdEUw@@Ww-+Hlwk(xDZ>oJQ-%@DQ-%!aDMJK#%0kPLbuLHNr5st; za%5rU$hwsy>t2qmM>#V5N||S$dzK^XRZ3=gsrSb3DkXEhH!f}`^|`+{-lrVBzU9d9 z&U@*;;QcXOWD)Ws&}t5$GdEeSI3D<~Lkz5B?(T)$Vc$y}pNB~JnmL+l!R8Mf113Oj zZJ^E;j6IH*n7i8)0OxS*KeI)!Ih^?1%g}#-I$zlZ>k~`i!XHGU@p&feamtya?bC=2 z}{=1M*{W2ol<&MiSb&oSTaLHrvNsKfgTn##G%5w=d$Da3f7S7x1@XFJq861kMG zVLlDT*ru!bcL4kOE^}EP#va{^c{77~?Fp6dkk?FaHLh@s+{s+VHC!`-Ij$LV-|Lj` zW4?1R$3-D;T4#>PUT$Sz-=1R$@68yAhau51&#;n+HRL912y@>!*BUqSM+ARZ8|$Gh z$f=_pIm+B1`i`oKuQkBOiF<)N+c)ISgpN%;uYVcX`jvd`dr7b!KzsJuA=q3@obZZZ z&4)JR^^biM?N$hWHFdw|B*r%T`;<=Ij;D^hPoGZBH7kRj!Eji)DdE?gKP82(HYvg5^*NS%ckUL z5aiZhzVd-=19p!v>L**hAk`P_QJwr0czxl`9y z7s0PFpK`_N9&(*aA81J*n2tEL`ZKP_gD-Q&dD&|XQKuF}{p!T)DCa#(TMrf2E1>gF z;^of?w!DcK!?*R>jO9qgi%repav2xVXHkmx{;f>n1djJ-=^NqXcNpco*K19pybzok zC+Qn}Ud{e7eIN|nnMLH?fwnBQ2A2w~`%_+%eo~Wu!a6l|&)9dN=xE~@zno(kCzL$UE<~SWC&fMy}r`@4QaX29oPk@MsMombswx`7Gn~oa?>?#_tIE>3PLz zD{`uJyM&%(+hwn-XCnPJqMlsZ|9xPGAMrNmXmRAi0*|%_Y4ZYbXGKwdC||I1O`LN+ zdoyzJ$vWt(cT2v4Z^(^z?0r|u-nfG}ka6)Y{b3LNCyto&PGdfGc;7-_$T|(guUV6L zIe6Fnm=hwwi}fpcWGvg%y-D74vc^(pIqYm#&qp#Rn2F34oYPxZ$u*zXH@_h64SzG$ zwRARo#xaLJaFx8zAU+2F(b|z~N48+S0ev8q{fVGF3I3pMB-eJ#3$4+NeXe_&{ciAX ztR(MO7m1Gf4!KT1pS57h#V6G|3+7)D^3PN$P6NrQe)3mnW^IzaW7=ilPY|hBS*c!ml;bg`2IlDm&D2BbO-Gm51pt2;!MP&?F6}CE;U*Zr@k(7 zt3B<1hGiqEZ)ZHFQl1aF_5pFjb%OOZEPD<1G`=I|I;pvcd43nZ1R-nP5RX%OPVo=Z-zE)i@+5??`#8)JyMwr)@R0W}zC z*X&5_gR#I=YwKJC)z*`Db$?NS^TqsyyLL8VQ*g8)hwMEcrLOJ8qv4gzl zWI=x?`7O+b{?%`w8HIW@b)6po9ZhFk%h;+oZ9`5miwCD|$f@l)_Bjmp(Fc8xQrYl5 z$HSEGfemf>#4R^MUX?lv!LOy(f*pt{E0_HY2d9puJl~Ufg0(Q_z_(DpHH-2?$l+Es z){}!etpU^-$2_)#I?G^ZQ$1hB`!wbv)}II4+I)y}kb4bv@5(~#=z+8k?*r*k#LHk$ zGnlp-hqCsTl$+$}bLPWH#Gv&VZOD5hW;A2O|5=osbxige?;SedxeZ+^5@Rs)By+ym zf|&P0wEm2vnj8x*5N|;}Ryymku|M^gOZ|bhV_#y=vDl0_1e`EO_D1wU;QYC=w|*h^ zVcFKyk+OWb7zBllVc{-(Jjkp+DP4srfKD%3>_2 zcLw6<=j6^dl=6J!A}vz+25fGsXRuNcN6vQ$?T9aJF3awm4f#4^t}SZcvupw82G$~C zUcYG7h>tB0x&9gb!Gdp_>K?X%Sg>Z&H+0l#sOJ|gVC^jZA&70wBj&SN#(>i}8i{(W z$H_aNe=>#=^SZ-S&o$cSL8lG

U>P;|l%3_7vo!h_g+>rkY0;0$ax^FPbG-+f5ub z1M=P{A#r43zlT0xLT;qe2kfZdYH$=s`3#md`!KLPpRG8>`a^{L8!n2|AabhLq5akT zvor0$G^mpSj_jXNevMolW326jKj?Pi-W$>4owTPv{6QZ|%z2Jgk2*H+ zYsHg`nyUpH)2O4-{_34%-WSySDZb#J_GD#$@Te`IzRvu)o^l)H&b77#s*o>ro)Y_bHmXlMg zA4OdF=TdkJXD~+zaG)F0l^Ytsm$cwbu%^r4t9ie;jua=OAC%)tr{kIXRz`W3JHD za|!;;pKZwLVqoK4V*5hD+NBmZdg$tj;Z z(Q1;@NXos)X?8Z+eN%CY{#%j6a*d|q6zhKx@{bHDPTQ+E4PcJtHKw+f9ObM+Tb+or zf%Wl>)8)YSD#XhWUuGZLpYJ%C9~0~AL~dum+F&=^AShJ zpTv%Nf^~K8kony1rTl?8B#*ooF^8{ppw3*hWv@fIgZZH;W7c5oJWbv?&(Ss$kAvK7 zL_gvCEyhS3_R*@IZ zNeuPeh7aq1oi;bg^+U|7e5OiUPk9vlQ&aCb^SxQ~YjSZC{-6~y9;1M*W(u<{h3)ep z4`FQDQNK1-#UrpYP94zEHd3DIx|YHEdxZRxT8h(Pa$0!02%1Z_pllXn_T)NX^_+SX zx%ifObw(cK+Zn%$!HZ2j_nfp*u;U`RTLOLClNV&KEq@tubsZ4~eJhAQ!{2am{?0`f z>|m&PELZ{k{?y5QUa&czz7z&*`;j^30-w!%R`|qZ2@EICyCwb?(kP$+E(3yWa z(oas}+)cG6d<{Gr%Nd($9a25_%y&+-#*9N&k*pKt-&h&>UjN@kXVcBbu^ar($ z6zN(=!u^v7`8UoKrya?u`P9$QUkrQNFOn}_itZ= zS)!vIB9G@x)Y*@*T=XQ$j%B{({Mr2GAT&c~Idd=We?`bYET=dPQMq?AxeMAPn)=V= zcR6yVty>Yw{-Xf<8q^5@Uv~Ao0~1~mtgm7G4xqlt*bLYza#KCOzSRyL8|B`4z`u~A zBk%!77`gL(NwCqKnC~^|#l-I;t_^j+pTA?G^`W24$Q8NSj=o_b_d3+`d3+b$apDlYs#3F`G%S!;r?ZWhP!YWPdlkNtw~-6(f(^_w@tvdqr`lM zTgxWqZ$D}4XdlL=UPK#aVINO9pRv=o67&9=`7G_WoN+py_T=;5cJ-V= zENpI5&qHU?{x7iXAlOP*&(!i--pXS=ymw|hLz|x?NBfCc)|^JHgI{e5G1r%jam36C zmKt+4_?4|MdCUYy);q+3$X)tR#469kFuu5sWVR+3oC6sD;CRYwBJ&c**#wUDUl8xX zxma~rmUC>g4`XmK`TCiBG4~qNh%M-A8RSkwUecB_Hj5StHV&&eecH(>?wm$whLh7! za_aD9F6Hk88J{qw0uguC$HbF3&ekIDRq{oye@A}D(Vu@{Ol{dLa=Sm}pD>nRAXfKP zb;eX4cy!ceobH9sXsziRS6&uu*oe6{t94EDY?EIa?aGbAMm-&EN2jnYzv0&pAv3mZ` z?}$h=&Ic@i;#jsd;Sl8ez_0Upbj|^^L*$WjU~@ci!c(GS#uP$d)@M}i#hud#`DfQv z?(ITO_0EjbRQ7)?@lLem_?5A#@?~*O*o<6~B-h!^t&uj0VIxkZVhcZSw@1cQckV(KpLRe+Zq8vVp|spl>dxKlq`~ zRwsp_ug#!8X;*SuPhF_h2n-l%O2eP#xH(s7!8a^@w$Rs;ILKE_nxDUoP9QNNi=tm>IgoPhYXy-gor z-qyyG$KI&ZOku9(+{{q#v=qRXjBVsM0d*SZi1Xp+#wOw@_^`R2T&vuhMNUiZwc*Yw zel=Hd8m8j3DR~?ZPK|({Wv?9rNA|YFk7EqAt7}re17_7Ecf3|L^N7QsqhF`~gRcoT zKBmowf=8*4Yf284^NU~;~Cs5}AMDtS`tNug$H>#2m-9Sn`{S`c1WdD9^yC+>1M>5%Qnnv>Q1sI?On223`t=kl%M+ z6z8+3oOu z$8`F`cEqWDA#oo3Qy)YfK9{0@cM+w=Fm}G9Z#ZCc;{o~x=O^~7^Z|~!jt}TdNziew z8wZj1Z0Zy(6}hb{{Ui@Iw2x$-&qsfZ4)ljMYasuFT<5KVers}l0RCpZMy_|UKhcce zi_9mVP|o>=wSjWRroNtX2m7G%Iq$Vu`SguLIA85FeIOS)+Azj4=V_J?G4F#LA2Hr} z-{1MXQ28Q(4;J{WxA77$FyHj+gk8qJf?Vr{q2e5`Up6+wWoX>juULrVEG9LFhPuC#03OXT^gZR1FB0d#whnb4C+BIwMj+*j$(?#O)q>pif7(0y zFuSI+|1UAfqrpg1B2wKnBGq7;rsQ#^vBe-_#2}4`U}GXL5;-DBN!cPIBIFv&LL9R^bN`taSl`Z&5mm4<6nX~lNmoj+2}#JJ$8ft)h(*j zQ|+7{FP}WLz5h<0MmEkIy-b{TPgAzY&2oc23XmUYE=#)X_dq&-fSlGoMh}1#I&PRq*li z+`-CdEDrdfU3NG&xs^BUXOKA{T!oI-`3_X$<- z-h-@_D|mlFZ9bt2-b+x0p7#k=a220W1(){;RdAjEAwTaEs^BU`zON=2U)pHKyV>!zmc_=GC>Q*S;#eJk;=_=GC>(+QqlQ=#|yhy1)xsDihnt-Lqy6RO}UKA{TU z+N;ecRKeQ`RrvEhp$gtEp%Tx$PpE?52d&WaKA{SJ-=#v&`-Cd^b>0d+?-Q!v*Oe;o z&HIFsCz=X>-X~PSReVAf{AjDqCse`r(-k>+pHKx)HJ?y+`bXz>YJClC^9fb!YhasC zs9IkO+x$M&`dXO(ZI^%gZP$PLE$Fy5|GC|N?(m;E{&T1Q+~q%a`_Eke zxyOI*^`9U5&piLR&wuXspU?mPKmYy}G~iqDe3?2pUp9P8p8qZH6Rg&^=K0_9KEY~z zi=O{2?-Q)nx9a)d@;tM#pa{ zoX6=faOqNygXh4-D?N782pdlDIC=`~8pZR1y=$b$;RWEJDE?kxH%8dbB{qnjeqwQe zX9qYMEqVj|*+m{_pP3x!yOYLN#mAinz2*w>oIuzVIZqPLOgxdT^VUc|!PU%LvP(P; z4+G=tEI7^RN=teJI7H6rZF15kaD18PiTi?6$&YPr+yeg+!ZwSZtY*GM9Ma>!(fH6t z0J8jO^9k0UJpCu1V3)!_?KUqbD}k$T*1K$PxP^ImN9J7(O`h)FXPsrlJ>vOfizxk{ z^50nt^cfF}axDA{9`QJ>1256MF5Vk_ujs+M%%A6!JkBoUy$xDRb-RLFHRn$cf}eHp z+S%Zt;CJyYI22T*S-`zfJG8+0Y&AZY;&|}RZ(`V6J*LmVO6W#jRhmXT3 z_!lVt*+S%x6Fsr}eX*YiPbbb-X`LddBE7ve|1Y0I>muyzzOk-KOL8ha1Hln<(MHxU zK4Q+v`K9<0=uYpA%ocx$_@mF@iP6JU@P<3fc`D0~HlJX}kf+%Tt$I5?!Q6F!6n^$m z{~cF<0+!AjhCyG^>~Zr1@FwMHdgC9&gFR5G8}#ifJtg@nGB++2|E};1UgU8ceJuW? zB&W3=o>`J#^9Vehl*ZJ~r0ptt%TnUNIje>~_AcqFbQicqX$-c4OX9CS9gLlQ+L5r6 zm8ao*#BKNjkDGrFeTu>sw}S^Q@wjz=c#_2)H<;fu&fB!!v&~c7OAGyXbQCRNDViO*Br1Cjbn9oOOi_T~riC$4g9gzkX|ec8yL%@^(1c4!0Ip=k&7i($2c z_C=a@V7^H6y8SOStpIGsI zoz@QR^mb@xv_l)x4()sG(1x}{JF^|yuy$x?wL=@;4(;rAXd~L8ozo8O+;(W^eSxMC zOz3HCzU@LAL*#thMVshHr>o9nx6{A&5KenT@2<8Z+?{qgp&gk)+udFDGg%FN%yN&T zM`_2S72^LUJXNZnQ3-kt^2dX_sJ%|V4aR;jusd~GcMtxCOzs^DFQs4S%xLy~@LctC z>5brZYJ=jb@Q?}f}d#WS!m!6L=M4TU~aZA~W}Dwr*k#Z=FA}{(*h5Lzf4r?<`>BnNK7waa$>Z=Icv`f! znjKDj=8zU!*KfT=Je_&(2*n}(Pxx0zx9J7QoGUr;LC~vi^Vl5>|7gi6pShebdSv&$ z)=F=&*^};2UZ;PfpYErzMQrw2oDmQ09{WUc;=dB-b?E#Q_&H~gT@U?8=`ei|T&=N7 z_#$||WCk~YI|_$(AI2Q<1lJ&kbNr#*J=;%d46C4H-^)V2<<<+Zz86#!_c9CRijr$Gg(!%~Bl+hET^jznEMH zu2CKZHb(D?4)2EE0KE%go2QHC1n|IHJ$5&Mi#K{)+5`@6_Bc8TJY%ZI$fkV|2y@a zy{2>)coO>gD?IhW!NZ2{@HjmWIkDaq-HYB@B_}-&dY$B#_pUc6Y_c~z*kxqq$APmZ zacu9MS2iRW(K zyX$<9Ti$^__HmD+73k`Ih0Pu$&W9tX3i{~_Jl*{T90><@uV$^l=or}RbzJ&+^V|Y@)$g8RAyRYFzs#eU}P3m=97NlI+e+Wwcu%bS8EB} z7oKS*M{!R7%)9PI{;AO4Q5_8Tfd0AK&-88d%pIihyYG97>nEKAKL*c~{Mh{DPLh1L zg!Xx?^qhT*c6FBc<1z5Bx3p6pR;$g=oZ-e(~@;DmF7?*r6Zh}5;xu>T`fVsmXvoU&u!n)Vc&lJkW5#VvOy+$9l#Pei! z|LSJxq~Q+a^b&v3?xJWCf7XHb7Nx^z7clp}ByS>fqV!y2W9VMeLvjvsnnjQLgSV@k z6sLjl!&UPhVV!hUYJz@%;#_0*8BS^zUQgbgt~fLo!6!c9aTI{NKI(D&d+;aZot3Kr zDxb|Wk>5=+8*WAZ1;V8tL&vX8!+>p`;@I8!Kt0CT5qFbSS_6h{-w}+P!3lUwwv^ybc5b9$K&W0(h`Xto`!y2qU|~!JQ^JuKWh`|6I(r}vop1G z;8`V|$Cp^SVr+9W^fzfg?c5JG0`agd3R^9nXd8H?K}-Qnr6>0~q5?m6G6ab{-rzu4)-KO`(;nD}7IYI1|;2{(eV(T?{7 zH)!x-Dy`Oa+$8(ss?7KL@6gHy%LonZlK&+TY8nsXLJ^Nm?ZrNC!hyx z*3xEl#aXNHdE)TeKy){okJ+nq$7=6%~$kN!j{dWp92 zBEz)#}tl0(`&ZIBO3Ft89b^LJ!2>`aC#U z7E4zs9FB))K4t6$%FLW5PmfQu_Fpoq2g9>K>CL{0{M(gxHD`ifdQAMUgXf4R z-iP=+t@PH6BS?jf6`sfDh*Rby&GkNd zq}=vu{jbfpowr(WUgtUAcG0tx)h^15_^YImxpVRk<(Bzo{1oM9lj=gSf^s!fItg!~ z93H6tG#Lc_m1UCiF!V#0dYpa;W*+41{vOUg2J4X7TXit#OjvBd%X>~!)UP?aBb~LQ zMY|5^Py?yexB!D(-bzGg?!GN#;<~Fm8Y?-Wid{U7b3G>{Y5;Tu;(i8 zVmn8Y3I{cWP4uqdO?cLdUhYFzQwP^kH#-t%I}^{CC)o%3Wa{I+VEp=}mw@*~{tw>v z(p;jrrTwUn_0maV{@T#FdmjFCA1vpo)^FQ<+nr3F=6&0htjyS1H@jQT>0M?2lH4)w z>L@?V2gAwelXb0l0{Cg=U33WLVVwHna2dK<&05M5aFx=V+y(y}ba)c{;ccFtUIeDi z3KAc{x00?`d=V9txY3??2bOk{b9|DQs%%ANoiCq6w` z$M`eY&T7Qq?&!qkuxpf-xRJ1SR$xD5V$T>qXXSHFIZw6z-san`o;=O_wsRwq&pu5& z5qu=&XEE}pFZAyU-bLmnm8EDa{onzV)y~j&);um<0H$tcW=lR-ZDwe9$knJlNgO*q==NsPyInkPIQ-M3!^FEdy?J;o&C1>=imm7d!3C>tSmLaPd^)(KZ|qnkWWwi5d5Kk_(w zAKlI+ukQvARvNPj=x2c1sN?}K^)cELIX!4UAAmoh9sV3VgLZN#Jhm5G2i~qao)zF} zl72F4KewoEx;>%SNT1AW`!S~41NsWZ z*{!GiP$r`b!C7U!SNmUWzU>B+r+MFY+2zEUHI~TiB>Jdsrn{oURZAp)Bs`m!d7N2) z%08&GyBt1U?&*p7PiH?OPAS`dKIPMBJe}xwwvpZlJ=_PjeQ_IGGEPqIK9~cYLF^2i&F_v>nF(eS&k@pF8h|&eE{7>`X3el{=RrOOx05fk7I~idQSemq&hD;W zEgTeyTP^ZWL(i1AtUq;%J6+O0KyOlBM0=CoQ0a|dBy5B7*VQBcNTnrx3OZ*3ocYCI z&Yn#nEWT9I2jJnXPhj)D4vIr!XO;XKnyuk$|FX@u-Kpeh-nU(}k+}6%+??$tQQt#5 zD~!(5kLkx>l>G8Je)bOBV$yg^v*K*NQRb14e}%tJc^5qo=1fL-DEyNai@(Twnd8Sl zfX==^a3Od*ZER3Kn4W=Bv58e3Z zQNLD-9uERvg$_5rrLev&_4*lwe!5F<*+6iA-uwQW;_1TJ<3sqbc(|OW+JA2IZP!4a z=6%~mFCu3pZRVfAA$^(MV>Czl3D%IVReG1(0S{{?iTOUWb&t15OSeUyC$zIxb4dG< zq-7Iz^I-6xM?FurD>}a)`kl~w(BA$4ov+oHA?go(o#@d7;t3tP?Bl&VX^nprOcquxmUg&Y~7CaN1JdUo0e!J*NH~7cVKAWF`3kYjx@f(%K z*hdlT}aSanP?KkLtm-N_%L15PL4=yOzf>b~=)FDU(e1sqvFvHujq)oV^5()v5X5 zO-g&b8UD#iZ(#Rg_N6W#LHt=4N-dA<&YK^?KSkv;wDs6tq~$f}4U&`XPFTC|e;?iz z(#IVHW}cgxe=f#*@!!acKy^-VNKRG< zu2~|USCP|MID7>;oy6~YgLhF`t(n*=%4>?V+XsAsc;X*}YZQm@PmC2=8?UZ|{;A4y z_0!0ySAA^$F8FYTt+D;AKs?26#Nl)4w&6m;rji+74Bn`;R6hgu_di)ZmHkeeZ@V+d z)4XrHXm8Tki#pYS{D(-Rtrx9Rd?H)t=_Xt{7x`Tjhtk#Hb2U!R=7M{wJcPRu|DMer zCntmZs?90cn#}WhSF#iIj_BX^Q06FqtA{{8RAni$y)F8<<^(!6m!%JQ*KnmhvAz39 z^)#|OEo^`P>!gJ?KehYC83$JPC+udWCHsK9;O_8nPv~1HR~r}`AEdS`+zQ^RylA-} z9@eYFJqcS>9Zw73fr>+LDL7=Db`$))HP#JJApRxhCZ?+mDu?B`tzuqw4E&7Sv(>ye zq@G>?c9pq|?62B<+YKR4^S&r?Q_r-k%__y|(XJJvAsxsWr z3jL;Lk6X<)V8mjNYc4T<)#c`Gl&e?76IeNCFRA55=pQI<*9!^O#DBYi3L7neUZ=3p66mzU;Ync1ygQe+ zXp-88<`MAkuCnL$hG!b-I*#~U0o{S;sof~Aaj`ZV+(#a5QrxnB=s#4wc6K&*1N1*q zwtI*kKM7A2{idz8&QToFYVvfxc!Dp3ZC+#hi7Uk8?4G}ukU5k0PN~dgWdGRa+ioa% zn)hwz7TB1IGWj%kzT~8TXKdDqHfYba5 z9vBnGOVPtL)v54caFcK_2A*+>XR`NO3RT5;;1KAIliOVCQ$!yYLZ2tWH}@$t~X?lAB$<`H{< zKR}-s8(sA@=}&xE;|*%Tb{>5>@lTbf#r>#voK;9>krvjk+^OIh8XLqPA+tv5D&GO~ z4sm`D`n(4{J$ixkwu&Bg1TUgaUH7i1xKD)3_ab~G9JInST>32U-)&Ny-FWyfl1w)n zo}utx4Ska09Bu*kRi4IU!D}o1sqBy2e1Z)lPxC&((v_s0y`IeM3RWo&@i)-Vtc8+) z4?4$I$6W)){x*J|`qJe`;;G}kmn`)-`Wo@vrZN!j1kXCfKRFJbMJoU0^@m9HF}8Zd zd@#$%clzIKPcZjtWR~8Dey1xkXWZh$2IhZ*`z+J-$ma}3bP7C?>Z}_DJ);b~2Oa*{ z_=l*>#CBGMxkGGo-V%9abL3$v+sUJZ9YOs)49pxk_!+p0{`7a$>n`devNOQ=u}PP~ zvyXI}*_@sETG9s|+O+67aFfD@d%(Y$x%Mt#zlLn%UfGYg`2;(QJk9$Ai+(}gdHW@w zb{q3>mt2Je9J#OgJ&ykJZ9KBlLu}u`9SiI5c~eA&PVMOUho6 zxa|y2q%shE8Tw?sE9nESmmXXXFnf#PzLbB)>fvdWJ@PU9sg*UNElOkfJK{4*c@cdNovdG?ux9U(Nls>W zo-I>(NbD@u5Yf|DkvW7m=Stqoo>UxCW(F?uJS}D;I!oij;C1M>-g_o_gxy;36qvPf z*9XjclzSS?+Kan^u-zF`eUG-ctMWAZAv~|pzx;(bU<02tTfWl<+E}``c*=Vd?D;yg zG3!a#4#?R;pEw#lWb}Pz1I)c9*-^-3y*JpGw0ELxdS_%2oDdcvwSDN1*5F z(p9_%az<2a%+4lH`}%L$n4L|Y=6!+%TN(S!d`$A61P_&Ni&ryNY*AjgJHb63mHb`7 zJCu*DN5cQ(X5n?#-Y(5)IJd@{m*VB>{*?ma9t+uvT=Wp74f{n0xn)3-(ZE45;BtDk3 zJL=01cyCc@51UOtizWX(-aAx!2-kx*Ecdv^?Bv&pr{*{CuT`5lqF`Z4qkDsRaI+LJyC8{1x0qv~2_W5`;@1}AUz6t`XU^djChjdu8YFne%; z*|1$hKXp0pqJ2&Z7H8=;H5-yxazYzx*`B7^{w37+wS;|5aw1#5tyf)+?tIICyHH`v zXKp!16MTiV^dv18gBf>K#yq0O=2z_%$&5F`gKa?aFuIz-ddooM&!HvO}@%f8WPW2D{ZgNzqR=UJC{7o`vi;D(#}{rR!ezE6(479j_rBv0?z=&IX#3n z!TO*x(Ld{!*#*#7NDt9e@~($)V74oBZ<9>hv&M!YS_A*~8$3N;58g7v<78+0j?v|i9 zLm#1f8l1*^``s%13*>}KSNtqG#C9cpnX=loa-ZmV*@SCl5gYqS?ITvS|lCwz* z>xxkfX8p?T0$!wcz+GrOjALH}vj!DBNPO0c9+}NHByIgFP83chfsy|@`A^0YQzZxMAh@9QlzA7L-4 z%?-`&iamoMrOjPMo4b-W>-i;~C%c+9x}$J(1i1U79=kUw-#r(J=hyJ}R@m%Cym2o5>kZI5F-9?80R7ZHCO@GL zR0#*a1+&&4mFH9nn|6mjRO!vE&%H>1DTV|1~;k> z$GyPV%EYz~5-M)N9&P;bA;@e}THKex%#+je;K43A>j>VWu<`z2_GKfh!#*!;?5q0J z=IiZzYkzaT-m>B7ob%Gb+vG*4xl?#2y4^0E8tzNqzZ!jV)*>*wx&@3mt{|SQ^`t)` zKCCw-jnJ{73^oz=1M;H0COF;84}MPjzMXz$f8xNnA+Y>yp5b{iyXOYGtFqnvF#5%> zz|US$VCUPN+A`MxdUT7&Nt2aNwS%dxYm8tlWw!ern5)bqy_;07vbn^kqP; zu2CIHpNEHhDW6eUL4KL7YRgQ|6RqN1+|8RELfF3IDc_^R8g4uuIjbZy+XhcHY|o!B)XzW5==38&wzLW582{lSN?Gi^B!HtGC*X@N($X z{cr-9HT`luWlR&i0{`a9`k?x=HeYWSlBaoJZ^;1KPwf6nX1Bd*fqz$aBxSq!h{vh5 zx2#zwH$Z=Fk*5d0Mkm9CqsOQhdooUXg0jK7cG8n_-c@6-cp8{7aTFLP?Kcv(tMr-J zy-=%#o$Xg)L!a5$rAl%V8*6S>`43;_UGpg$w;^+d%Dh`>n7T8JI5)z-gLl!c29v=3 z7fQ|*@NZIjo!twyLG5j3^_siiqhFC;)(Qi&YwRu_H=a1`+T?LChw{lfX=G;@to^k8 z)E$x^J`F!M6Oq}TvZqz{@r3Fx>Mg`Ib1Hb(QQgI|KDQDGBXH>?&t>rNWG z2q&-e-fi@EW8r7-Hdu;G_VD8V@C;G>qorWRxUrpuBhK-5@^_xfPqY+l_KT~@(|W}r zy8_&m@^+=YS2$Y*eeGU;Uj@LJ)t2k{v~J6QvsK|lTma#kph zqQ8+ZJ=6zfKY?e8>U$a>pLP7;Cg>L^UFCjuH^txGO+1Gz75#POu~33FfRtVz!TK#2@!T4(E#9%iz)CPqrFXoYO9ZohQAO z*A%$tKean?W=SV;J@I6H&|OP>KA_Dpdtds9q#2%-jI|Dfr%Jlbj^bU|8m4QhYyCt| zuIIh9z2V2;muUBHM2@v-b|-nY%0{r6u-@j(@^ln=8kX~P6nUEW^_JNAfp;EL*vrZ5 zE{}Q~52yU}SS)-k^b+;%I`aAg@ua<=&s(Ih*7udf?~0Zdr9E9ooGA}(HkdZN?CU(y z_|sj^yLzjg38x{y3vI96AJjp5h{gO`*0Nb6{rj(--Tzh;*;D;SjMiw z*azf^Q*{v$Z!7iGv?UCC3;$J>0p zjkbE4^YxZ4Mpuk&q6fi)sj~&r&YDYd4QUyu^k$2RPrb@yunGKGljx(ssq#0q^Xm7~ zF6~F!hb{2*#O_E!W@dA}?#jnt31PAKN-pMIy`__QJ$Ujh9y_z;-Jvp&JqNu?X^*~4 zK89*zv%%nc`oZ78Ge>2^4FiXgS+*zMrt+WKyp?rWXLCSo>7svwznAi>d}rhU%GGtG z1zY^6BYMUzDm9yR#(2Sv(7j!P4}0HceMiLY5$K;wZ=w0uHkltn$Id3aH~jxvt-VMp3D%xoiky5HogdYFXY&{ z6!RPVG4yP@=a2e>>%|ink%^q-9NLgnJnlB==6lHek#T2JWb;b)tSua-o}!rd0%hkJ2lvI3e0wyaZZET84prBUt{+TU7&jB zE@{>Gx+VU*v@f`?`mf*~@MVvC9Gf4azKexVqs%z^plys#ma83TwLPltqBsBc5B}R_ zDi6_*;bBc9S%A!X)sg07;9-5Hb(YbU-qtI?1Hr?=w3#gyPsUdzyPIjP%4dV^p>|Py zaZkX1m*lsc3FaOUx7GR-(G%Mbz}H4(_vQ{$JOi5(na_@Kl=;bOlY=GXDff@Ww!X~# zHyI62H9WTegbhb*goRI$M2o{ zcHmWXc$MjkLqb_`Hrwf9>?bq zw);YlgO|Y*mG8kI@J!O!4U8Rpa|bZzsT$1Yp8f2G$Dvyu-30b)CSI#!z?AKpq12;I zs%yoE!L`EGgFg``=eW{8L1(|SSR`yLIpHhNnQxZNzJH6-Qm&hn=VS~#eUz4P9%bfe z#XsGRym&?W58i>^O<}X?;JM}cNm8S?j0d=gu;_5Hq$d$pf%yz{AME;F7y{U={akxlWOf%@08jDW7{0Pxjc-1>iXf+h8^vJLseBeht#= zj^bU|W>qgkP95`?jIh+T*6%`R|1bUz=o@I;-#`!8^hei{7hM>~j)2bkdCOYD-mWqk z+8x8p-OA@QxVI}Yf9u%!#n(}%xPKwNfjS$i{d5`fvBk*_0QVr@w}6+^Zr6iZBZ}`K z4zpArTY3@)(&)?%Y`ApdUgTW^6*fGCI!n70_krGAxqC(XL2bU?E+J3zzTVO)?@C&c zam$K#gw6Kd#Q}AQo;NAw;ik?;zx6-YWc@LO- zMawqmjGvPPe%2@5LGZLNhuR5x7t;IWTZ$oe_DL(afqBQ7;O)xO=x1+=r=Gdn)y(x;2+KG*dk|bD`RQ0Nwp?xp@A{x}-|GbOR5vAQ z&0&J&=^V-oeMDks{!dsaId-SmMdVQl9?lyFwl9{bz67?;_S%EOW@CN0@+doyGP&wu zVLMx1r#L%XGwiH#7)F#g)@Pi}e@nM`dTitBV7AAJty8Vmn8#gD9UQ@Yts7xEFO>b1 zcWu;IB7UEEa$Y4o5B_GA&+IDjHpRKrm3om<9)1TV&XKKu+I>dHA}3J24vr>lt!oe)`HXXX1 z7kXA{akg%TjZ5_lw39D2dwP5h{7VP&2?2;ct;1 z!na8me+}&P0cH2J#!U6-DIKLGPhB1m7lXozfL8g@?NZLz`<%Q(D41;GYbB1Np5=S9~0C zcm}%7(Xfw9OVE2sW>6q3`wN-*Zf4%$HdfkU%Tw*A4|cjK=^1ygyVU3D;D5nCi>vne zPw^HN7T1YBuBZG9{>g@;Lcmnp~6X-=VWxxvNhWH=pZyivQf)vD$z1 zzskQs?yGJuxAOqEi>K`59esJU%RR1xJM`b)cK3ET!y7_KMT2}cDqEGQ`lkzDcjDQ> z^XmUQ`#(L8_J4X7{GZ&!=y|+5f#->CAkUM$oGRYv{Qu?jOHVmF>&Nroy$th6{ z>#hgSgI!Oahqzumzu^w$`DNFI=U3c5Joj~7dG6=B@!a2a=lNB4fKN}AQ@Zq?oxD!; z+}YFg+{HTt)N?o2k>|g;-Fbe=b>g{)+mq*BuA1lGt~2tKZpl@;^;Ej`lwS3eUiFk- z^;Ej`RJ!$4y7iP^^^{)qlwS2zy7g4L^;Ej`lwS3eUiFk-^;Ej`RJ!%7q+5E`|D{(w zrB^+bEI?$EWl{H_~0=>6iP@;ck?h z;I8n$7k&Ak;Qu$#o$to`Uk-y~qW^8A`@Y9V_;8YTgqJ$fqR~m-ye3}w!&Ah9r#%9spqV@;SlX)yGNF~omcJjx#v}l`#(?Bi=MarRQ-2p zn&e|xbYse~9OF}cp{I=Z@juMdmF|%~4wHQPj__P6`V@&e@*k-`%*SAi zPqQRXMDk%iofG`uB+seuk^a}iiRXByN%ViGfl(dzb)#}kR0p?{oRsbCmr-_?R{rPT I|8E-jUwsR5vH$=8 diff --git a/vaccination_viruses/Deliverable 1/data/populationDensity.csv b/vaccination_viruses/Deliverable 1/data/populationDensity.csv deleted file mode 100644 index 2a2f8c6..0000000 --- a/vaccination_viruses/Deliverable 1/data/populationDensity.csv +++ /dev/null @@ -1,52 +0,0 @@ -States,Density,Pop,LandArea -District of Columbia,11814.541,720687,61 -New Jersey,1215.1985,8936570,7354 -Rhode Island,1021.4313,1056160,1034 -Massachusetts,894.4359,6976600,7800 -Connecticut,735.8695,3563080,4842 -Maryland,626.6735,6083120,9707 -Delaware,504.3073,982895,1949 -New York,412.5218,19440500,47126 -Florida,410.1259,21993000,53625 -Ohio,287.504,11747700,40861 -Pennsylvania,286.5454,12820900,44743 -California,256.3728,39937500,155779 -Illinois,228.0246,12659700,55519 -Hawaii,219.9424,1412690,6423 -Virginia,218.4404,8626210,39490 -North Carolina,218.271,10611900,48618 -Indiana,188.2809,6745350,35826 -Georgia,186.6726,10736100,57513 -Michigan,177.665,10045000,56539 -South Carolina,173.3176,5210100,30061 -Tennessee,167.2749,6897580,41235 -New Hampshire,153.161,1371250,8953 -Washington,117.3273,7797100,66456 -Kentucky,113.9566,4499690,39486 -Texas,112.8204,29472300,261232 -Wisconsin,108.0496,5851750,54158 -Louisiana,107.5174,4645180,43204 -Alabama,96.9221,4908620,50645 -Missouri,89.7453,6169270,68742 -West Virginia,73.9691,1778070,24038 -Minnesota,71.5922,5700670,79627 -Vermont,68.1416,628061,9217 -Arizona,64.9549,7378490,113594 -Mississippi,63.7056,2989260,46923 -Arkansas,58.403,3039000,52035 -Oklahoma,57.6546,3954820,68595 -Iowa,56.9284,3179850,55857 -Colorado,56.4012,5845530,103642 -Oregon,44.8086,4301090,95988 -Maine,43.6336,1345790,30843 -Utah,39.943,3282120,82170 -Kansas,35.5968,2910360,81759 -Nevada,28.5993,3139660,109781 -Nebraska,25.4161,1952570,76824 -Idaho,22.097,1826160,82643 -New Mexico,17.285,2096640,121298 -South Dakota,11.9116,903027,75811 -North Dakota,11.0393,761723,69001 -Montana,7.4668,1086760,145546 -Wyoming,5.84,567025,97093 -Alaska,1.2863,734002,570641 \ No newline at end of file diff --git a/vaccination_viruses/Deliverable 1/data/population_by_state.csv b/vaccination_viruses/Deliverable 1/data/population_by_state.csv deleted file mode 100644 index a3e6aee..0000000 --- a/vaccination_viruses/Deliverable 1/data/population_by_state.csv +++ /dev/null @@ -1,52 +0,0 @@ -States,Population -California,"39,512,223" -Texas,"28,995,881" -Florida,"21,477,737" -New York,"19,453,561" -Illinois,"12,671,821" -Pennsylvania,"12,801,989" -Ohio,"11,689,100" -Georgia,"10,617,423" -North Carolina,"10,488,084" -Michigan,"9,986,857" -New Jersey,"8,882,190" -Virginia,"8,535,519" -Washington,"7,614,893" -Arizona,"7,278,717" -Massachusetts,"6,949,503" -Tennessee,"6,833,174" -Indiana,"6,732,219" -Missouri,"6,137,428" -Maryland,"6,045,680" -Wisconsin,"5,822,434" -Colorado,"5,758,736" -Minnesota,"5,639,632" -South Carolina,"5,148,714" -Alabama,"4,903,185" -Louisiana,"4,648,794" -Kentucky,"4,467,673" -Oregon,"4,217,737" -Oklahoma,"3,956,971" -Connecticut,"3,565,287" -Utah,"3,205,958" -Iowa,"3,155,070" -Nevada,"3,080,156" -Arkansas,"3,017,825" -Mississippi,"2,976,149" -Kansas,"2,913,314" -New Mexico,"2,096,829" -Nebraska,"1,934,408" -West Virginia,"1,792,147" -Idaho,"1,787,065" -Hawaii,"1,415,872" -New Hampshire,"1,359,711" -Maine,"1,344,212" -Montana,"1,068,778" -Rhode Island,"1,059,361" -Delaware,"973,764" -South Dakota,"884,659" -North Dakota,"762,062" -Alaska,"731,545" -District of Columbia,"705,749" -Vermont,"623,989" -Wyoming,"578,759" \ No newline at end of file diff --git a/vaccination_viruses/Deliverable 1/data/vaccinationrate_and_exemption.csv b/vaccination_viruses/Deliverable 1/data/vaccinationrate_and_exemption.csv deleted file mode 100644 index 0f4a63e..0000000 --- a/vaccination_viruses/Deliverable 1/data/vaccinationrate_and_exemption.csv +++ /dev/null @@ -1,52 +0,0 @@ -States,n,%,CI,Exemption -Alabama,295,92.3,(±3.8),Religious Exemption -Alaska,251,89.3,(±4),Religious Exemption -Arizona,265,91.7,(±3.9),Personal Belief Exemption -Arkansas,258,92.6,(±3.9),Personal Belief Exemption -California,324,92.9,(±4.7),Medical Exemption Only -Colorado,264,87.2,(±4.8),Personal Belief Exemption -Connecticut,266,94.6,(±3.5),Religious Exemption -Delaware,232,92.9,(±3.8),Religious Exemption -District of Columbia,269,94.1,(±4.3),Religious Exemption -Florida,314,91.9,(±4.3),Religious Exemption -Georgia,299,90.7,(±4.5),Religious Exemption -Hawaii,236,90.5,(±4.3),Religious Exemption -Idaho,198,92.2,(±4.4),Personal Belief Exemption -Illinois,473,91.9,(±2.9),Religious Exemption -Indiana,256,87,(±5.2),Religious Exemption -Iowa,226,91.5,(±4.4),Religious Exemption -Kansas,192,89.8,(±5.5),Religious Exemption -Kentucky,229,92.7,(±4.3),Religious Exemption -Louisiana,282,91.3,(±4.5),Religious Exemption -Maine,271,93.7,(±3.1),Medical Exemption Only -Maryland,361,92.4,(±5.4),Religious Exemption -Massachusetts,271,98.3,(±1.9),Religious Exemption -Michigan,237,92.2,(±4),Personal Belief Exemption -Minnesota,249,94.3,(±3.3),Personal Belief Exemption -Mississippi,247,91.8,(±4.1),Medical Exemption Only -Missouri,229,85.8,(±6),Religious Exemption -Montana,216,92.3,(±4.1),Religious Exemption -Nebraska,246,93.7,(±3.5),Religious Exemption -Nevada,235,92.4,(±3.8),Religious Exemption -New Hampshire,236,94.1,(±3.5),Religious Exemption -New Jersey,356,89,(±4.2),Religious Exemption -New Mexico,233,89.3,(±5),Religious Exemption -New York,543,92.5,(±2.3),Medical Exemption Only -North Carolina,298,92.2,(±3.9),Religious Exemption -North Dakota,222,95.7,(±2.7),Personal Belief Exemption -Ohio,279,88.3,(±4.5),Personal Belief Exemption -Oklahoma,219,91.7,(±3.9),Personal Belief Exemption -Oregon,254,90.3,(±4.2),Personal Belief Exemption -Pennsylvania,543,91.7,(±4.6),Personal Belief Exemption -Rhode Island,249,95.3,(±3),Religious Exemption -South Carolina,238,88,(±5.3),Religious Exemption -South Dakota,244,89.9,(±4.6),Religious Exemption -Tennessee,272,92.3,(±4.2),Religious Exemption -Texas,1545,90.3,(±2.3),Personal Belief Exemption -Utah,249,88.7,(±4.4),Personal Belief Exemption -Vermont,251,93.7,(±3.5),Religious Exemption -Virginia,356,97.6,(±1.9),Religious Exemption -Washington,272,88.5,(±4.9),Religious Exemption -West Virginia,298,89.9,(±4.2),Medical Exemption Only -Wisconsin,218,89.9,(±5),Personal Belief Exemption -Wyoming,267,89.1,(±4.3),Religious Exemption \ No newline at end of file diff --git a/vaccination_viruses/Deliverable 1/data/vaccines_autism_poll.xlsx b/vaccination_viruses/Deliverable 1/data/vaccines_autism_poll.xlsx deleted file mode 100644 index 9a2cc3e08c08e7f690fd8dfc4d6e6602841ceb60..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 9275 zcmeHt1y@|j)^_9W4vo8ea0r%Q!QI{6T_;%M5}ZJAcZc8}+=5FWxNFd_Gxy$iW-{~r zf_qP|b!zqMv!AY0wV$n}C<_IR4S)r}0{{SWfbmI|r9K1z5C;taU;*GEb;KR)UCr!W z4OG1x&0O?YJnd}BK0!m$K(4Wc#&w{sj<3VEedZx~$3<9M5_wgsJrHNZ*y*e5>)lBg1G-YYZ+(ShX~3+L z{W^#|c={_q(FRnHTft#J;nydElP5QN){}-?ZOx92GnL1uuw&XN7|fPX z;NxKk_AeS5ZszS$I5q+L+80j2Z9_}myc`we7l;$mqm+@@1CK98#v>!o1^{ zcsod)a~+^v&vibU<<-Z7&|5ZiHXIBhEnWkAsK1jWNH{6w61*a~oPhwlFfhu0_f@X^PPUH?y#whvjLjp%9S394m6hU1?GO!qxSoEQ zhMd#?YMqFoRZnwXmKDk&)a!I?(EXMhbqfmXx|^{$5);}R%l1?N#$oJo3<}=(xPm13 zEesas(ZONaF%oLJ3s#G8!Vpt7Ht+X4I%R(jvZm1N$-9i*)Le06|(1#S1XCH%rcV*DZMif6@ME{?2RM zraSK*c?Vb~OH#@$~`o7(B7tJuQ`edqE8)9BTy`S$SO+&Xxt z|E@9{m7DChV0D=QTU|8p6JVA3v$B+{={RJt;ro58e+hh)uR&rx-d8l zq0$a8Z?wWxdpdoPlkxW1Uy|$_@cn)V3>YLGELv`@JxNv7Gec99Y^fRSE|)u#SY;5yBUY&)R?ZBtR1KD?SpMpys$QF3N;y>vOYuIAdyXxs zDaM*QuZ4kN#%-q=A5Q+ASI7-~jW1d#9b$G(%TQ}Nw>KJvmL&J22DQUnpt{9rP+5tt zM@3ddD@-^}RrA_)&QNKcr`IyPvB=ZQE+R@+zNWlyfOMVEyTF|5{Xp>#M98)7is zyAC)-@(^CE`k5V*Y!vh0Hv?%^;v#$Q;pjjQ!2svqV`-dugC52AA$(%@Apt9+z?cJkBGDVOdcDdNBS;n_yE(~vzV?TsLHHa z(Amc=Gqb1`Ybzw*=<3A-*omTp5#(t>*$J0XDh7f2&RkS^Uw3JI&smJEenE5UGlNhR}_0i8@Xi>|vHY*Z4|B)j> zv9=&1u&G3Z0syf8#Ss@vBWE*H6<22~dkdGJR@GH`_-8EGL3xfwDVv!?#azHZC;eU% z8c($b$eZq&u30RLfXS&_R&eH$(QP(u2*{9HnGZ1vH0cm zG-iB^<+D^dZt-HwG%67BSF(MV4u%xzk!~vQza#trB!#HIc@xKO*{Ft*Ui$USAYG>^ zISz^MQVJ;aeNP`XlK{#Bx5J+LJn#q>YT$Ben`(hLId2~z$nv(%sxp)Kba%2KvI3d@ zeWoTqYE}xv;6xVtS8`ikM^j*Q=Sw4x z=9mfdx*Fem6nZ&oMX3-$mdV!nQHak;!X-2BOKizeDes11*If5>+g5=pF47-H3lN$!S2Mn z7eRLMc;x;TOTD%+VVk&0Wtx=)Y-l`EQs?AIXeYvgq~^O;rpqr#5pxhqntlz1(s31w zKvlm_Iz>D7m9k=oD#KPr+Z_e;_PL{|=r-Hm`_lD%x+B&5Z7Nbv!Uu!TiWfqeQD0N3 zWW74F?gvt7zGVj7e)!P%<}P#I zpmmz4L8%_fkGO+C;*hmeT*d^r=WSIb;l6Hkn_INRrD7tlx z(i-aAns2?eV&U)iluwAsmoAL5*#$_pe5P;dFfsite^5W|;x)12PN~yK?7(V?+vmJ+ zw8$CyYEHRa>~~vFlfj2*`xF>J73&UOA3kY!Hcl5oSaJm?7dC$7KTNidGeS|kpUZ92 zI8__PU7Iw}t7{=HjeWn6qZ&{hN{ZaNA&FEaN-wP28fj<318a`qT}1>Tc)0Y$8-qAq%mw(rALubyQ>lodM>1lY-HoePu4Sx&?Hj6@igum zmTP=u%$egMW6c)wc|O~}4C@pMxZ3;CYf#(Lz#wZ6N3EiAG8b#`^7MqaX3+V3c5u$K zKTCVw)7SaG4n<(&VzdTRxT^|Rl_#eO2*y5IG#LM-vpGLSg+j69;|ta8)jlm=uJ zg!*s}A(GX{Cf1km8e`AB_+)elQeTJcpvSHHxMvxtIRMix*lDxaN_yTx6_Zx=rUquk zB+4D%gMXtmee~?iF=7dG29B{kKnWM3#yck_=_8lb>Gop~Uds?Nl zMm&nRtW7+8XF-T#ORhTN>IA(iBz%Ti+}V&?nWbLbIDE9njO@3ii?KDks@`IoIU!$D zN+a+**!;swb_PZ*S(J{H`6Sr6i9dr(w>g{xy5G`NvQkNSN77&3n=t(*`<*}RnozV8 z5&0YH1BqVWs{~o+z3CPZK4-j;``2hiL6;@DgrPov8dP%0c#jZiJm1(w0SO^-pkgii zN)tk3&yzVtGt9PidJ=8;z1cW%O?y;Y2PvLwa5czmNwD#2!&n5T0RLr4@=_bVifhyW zzE6{|i{_*e=jd+Blm>-iGVzg2Ipff{+I6NOgjqtV%{;wx3Ou9P?Rk=2wS|LIuqQ5E z1jc&)4?>Am89m;eOjYl!7}R$g+>kq@+n^cx1(-dygtkuU!)SOdixh9%6JI??Mt_I8 zK|_Nzq2tfc1isb;WH(JWW9UjY!GcDi@QBEGtHI$o&$<#>W!knUNf}==UZFu@zfteN zO5Bd_pNOcXee@V1@qloFg^ATUe@NobpflT*2&zN4C1tYlw#;7Xa!e?9nfFq2(Vx3} zc_=lX(HE{V8@EZj)E>CLxfZofYxfNrp*g+S%T{Qw+2JHlIvIuOZxi$IgKnRSf@3RQ zR%)efv4$9@xJ&0wWm-w1Wd7zvBSOou6g!EmEpE2jl^H2_t?J21lVg$}=EjKgakAn; z{?aoxdPd%&rMxx01PLbLhbO&mw0Me4;hwh8=~~6?q5qz$hgJ$K-Qo&I*ho^)HV4trs7&?=*#Bs-hHqk^A!v z7<*7gHBS7_505Rw5zB@4$Z5W$7)pMSqWh;*)9fDZh{`Wh3XG)q3XAF8xrZ!*sijai z9SW;Fq;n%KuvXtK3i}xjW?d8a!vwZb$}YrbYZ(gcpX8aHD{WX>P%-DcWZE}p{XkIN zY|J0OaJ`)Q(~q*sQZl|-#*`1N)^TILsjdRw?vnXk-Aghrj{sv*j` z7>#A`-SO2&pQ?2a+!)X{4C9q_QD+YCA#{xO3%r&SD>EF)0dMD&#NM8;@hxI^z}`WbL*-PZW>kBKJjhxvvPaMpkb zcEKqBj)+{nY|VZTh3eIo?U&h*{Ya|=(63HL+`lm)*y72mK*2N`y%sR6ie#o0b7QBX zc6oKQ{&rD*>(gpQufA~vCK?(VJxzyo!D}CLrUi!HDamjQm4eFVCDXeZKa4MIwK1iU zh!vWlXkWI<9ev@w46Yw&8ZjdCAxE z%5l8NMH0%DjhVHMmM&);|0pP>Rl!X6$sF}h>db$l64}}%ShpijC63bN~ELr-mIjc?OIhN z*A>qS>~H{~lvumBME6-s&)zC-ZmMT5Raq*)Xd261)X$0$ZRfb==x#Gd%FM4f7Y0|M z+zzD6u%LFdTppGRtt0~LZ=1q*r|O1hxbdF@%31Q?r|O2sLw1lW*U!rb@TFGsO(O@hmy$NZ`)@omRdE1|b33XrC z8e930U}9*H7!8}#$QOeiR~J8QP8AldUkglC)6nry-|5-n`vV=OJY7rfBtc-EPhETG;>}3s-{fpu!L1ldgb# zmaeA!Aw8=W#EZ+8nmo*7`MA8EdKAf=tk?JEI<1XuE@oR|BR!OeZiON)BX$LS7j<~z zd}9KfoX*erW`3X#wBkKG_1<30v>7s=mcJjmfl!th>P)S8<|ir+q~c*ZSQe zc+c(29EhjoNk!8AHvX6@;YXHZt5+K1Be}yu$~-TkM&YNbN9iLdw&E@8G!b7;YgS&R z-bQx^`><(MT0fyT}h$8n4G>E#CF#- zH&Z*RZxFAI(OY+SCz^X5P|hB>-JNMU{lM_Qpql#ST+?RkqR_ z3UWSf)s1JFR|7qhE2?;ujE3@rV@04B;+==lBx=Ze=}P)9;yuqP7%zCe=&%*ss+x2y zg>38Cjkl`A2rT)bPkg2NP;e8nun#<%Y1=YpwYMar!lW4D&SOW~9d8u(hPr#G7Lb?B z%a++Dsl~H!tUP063yrEO+H&Pc`ht#0WhzT-gI>AhCU1V9sg7+Fw%_<*N0(^gSj;iZ zoy;6xTc8{|DV0YeLpgsYPK{zzh5?4dZWQZLm%(4Em&y}f`q3P;j33Ho6&4~}I5dF@ zAlMAgrN}@K2AZj?!iytGFGRy1+zL77!+e|OK7-^oTG_CVT}@zbEF7Xcer3^@$L528uVL`gUOJ5J7utVS)>}i_u3I48%X+Byk(uUyW2cjqo+mHvLvE7&& zRY`yIFDLj=YNko16JH$%c|THQIO)xr`fL=B^^dP?5ZknD3XQ>e#BG|q`-#dMNO_%` z9Yxs8>Dt!pj_YSOl@gJVy*N?NUnFT~c9hQoJZn+iCmOazoCr?2Agl$P3OJH``aie@ zG4h8T_S+&7Ic@2#_zx+}JQM`nvi_qDX~)<}k^#F^AF%Vp09R;D9ZVFR9UNU)O&pxf z{@q*rUtt!!bWsTgvb}8B{p&ED;=?{E^=ebo?m4xzVZlU^4&*JX!DFNemQ4;0OZE*M zFru#}j7;4s@FYARtuERVZzJ-7B67ZrC? zjLsVX{%tQdd$aiZ2OyLQh*+^%UpjYH{o1yNIY>2nY3a;3-VUvJu8D-li|-Yq=O&*) z!n#A^=`UDynYwb}Z(plzB%Uh!{bS_Tqpt-Y2mXZ!T+2fLvjQ49I{r`pz>4?pD>LDp z12~8cJ%zd_MP4Q1vr|G2DmRwWxT-dWNN~51FEq)mr3x>PKUz>|oSI#9Uy3GW)ffI$ ze1e+A=q+a&Qq||I6badZ&~W`ABX~-}A_5A=_eEjxEbqgRUfBmJSSO10_2HHb;bt>T zaSSFWnQ9*e;b?)XCLew>|nE5jaGC%b$M>1cNTk>)zAEk%X5{F2rTikS%C?fNyKOR{Va=mh4<4JjG=z-e@b!u@P#W z%VnHLm`~xp*N3I&$wNrJz=;H9s+jEgz{15W->7-!aG&D1$$xD}>z z@LuoI!-O{^WqHm_RIfugCQW9!PVD)KBn=XUHi}Y4~I4sW&aBB z*M{bxU~2rSz5J`-Uz==y7HkL4_5a^;`xWQc&dVQ2r{I$)zw}{#75=p({f96X z^6$cbD^UN6@M{J24}?N+MhE`;U+byA0{of-{sBOZ^RFrVUq<+==&zCVAEJcd!1~{> z{x|)^_9W4vo882o@wjAV_e6ySp^*65K67kU(&Eceg+wxO*TtG%n%m%*=gf zCNtkJxcBs0Rja$|*?sDq{cJ5oSr}Mc06YK@002+|jE*xc^q>HMI9LDx2Y?8zEpBh; zY-;DMuj=7o3eshBx3!`81PjfO4S8Rn6Iv1KZtL$$}HE2BJvys z4q`JY33v4+4wM*cXIWZ4Wrg2kisj&0@m6DhS@z;O8?&gfvuy|r8)#KVjSLv-Qqv>h zW$zz6r0paiN^sKBJjuo-5#=P(*N-+!2c$YS_9{P<*mx;ZMr?tHFYLdSxj6V1Yi*zz zwM46ke`u+DUH&a{;!qn93di&YvnlFDlt-&HSPky1m2(MY-3=`KaK z1H{n8J!4=Dy~+_1*N(n2z6Rgg!Ath$8F5W<#6^kLK%6ymr?-x`XD35U&QC%axS|sK7As1xpJeYJrpbVv>Q0UzBLk)maNz~6L~@^TbA|w z!7K>{eqN?P-@>8cCcZ9(BV(YqUBM*6HtegLC)_Kn?=9diG0fpEN*bTgqxGThf?kIc zJK90VXYarJas7Y?0G^&;0E&O3WxW~)^#w%N8KRW&wbMP;Z zUY77ip_cfSM6gIVumSYUIt{PyCYZH}}5a zJDNxszue*1G`t~@k@-S}_mB`Onbx@TvjnI3(-NWG;)r^A7fE}FlFJhK|-aN)87O^}X2 zbY`?}+yCyJ%3*n6U1KA~2S&4>9I3%w~Uu@ozL0KpWJ2c!reV!6* zVXy4$*x_uvZPB|JI8(F3xabg#j?v+}pfBy>#kx}t11OhQGL=hl&l+c5;?xFjZ{5wB0Zltp1Ii6 z@(QrHl;E5D(I7UCK)cGf72!nuT&Vx#-PlGoSADJo~FL_QqKkjk!mY=rPskj1QKHcs-|7udq;eB0Al(@9b71i9fwF5Q}%Kss)ET zA?ww2Jl{3g#v-E&*+_zSr6V+cOH!d_b`x)dc5|vUXD-BRK(2-jJkB^5X;%cI=g3V=7d4iD*MX+iYKJW5HYF>(d@m)0X8kTIIH{X++o{UmkX1UVs_X)?2!t zy9>yYkwnNM-06Be+Y~g}h+26mPXX@ViWdrb6YIB<$Phu@qR}#CiQiP4Pu_aQ^65BZ z{82ioe-tU2Of(odQKx2AHP)jcmGOgyc?bHV!2ze3!`H}7%SW$=8<6c&36U|z+v0MI zl)%c1MC!u{P5tnOIA#riF|yP1Ej~me!itc+WCpopDq;h_>q8O(UOYuQU;iU0#c5^P zNuL)VH-kmMD^YR5vRon{^KKefaleEyZ@-2V!*Zf)p2Eb=c@FD`X6-ayaA7EVV$ zBDusqz>NhmXq$k$=!Wp0w*8X2x;KY!)T&vS3qCg+-LiT|%6sse6PMND!FqRxQ(N16 zAFQ+gD@(}f7GGOKjHL(+0D${DOF$NePNpU*&Q6wg=AfT;^_|M_&uFln`V50wHY1yc z)mBXrTeX^86mK*jH@q;M)~jG1eROS0d3~LN?~YaPn-IaE{cIPCKxLW?=kgagikY%! zJo)ZTBIKW8Zz!atd*9`|OR>k49+mgp114oVaBUGwb6LPHk#FyO^eA7M4Udmtrc?|+ zjO3_xyh5Ed$$jzB?5!2HB1kF+H#gir<^mK-uivGi8a$_lRU&oaWw1cWAdMz)>>VFm zGBkT3>D22b3jCpTl-JPA$qJPV#s%JxzUP3B6Ozzp2gRHAF}-aG-2HYm>u#60Kfpn&y4Li6XtAT zYHP~=+mZ9<-W+OEhn z@?R=5imp=MBVc8BN4$i~e zO4#JQCzs}5V#4o742f^*GUE$aql+4R-9!Bme-KC-w3>>~oUdF?NS$z_7igsD<-oFNPMyu%=#8O`B7_)mtML7QCl?OiHNVe(q^_l@2+t=cj z_Hmb>ksW{XEuF*;yr#Ha_7hjLoPoE-B4ya$40-)JE}FC-ik|n@LMzgXgkU{i;I9QCrqup;W$P6xQht z%`_`CKbXtL)z|KwlReT?Y`m~ml#q663SkSbw{mM<#53vHi@{k%4SLz0!1zTe4z2W1 zSw&8Rig!mV>X=Iy;18`#BfUA?kE$?%Skn~Az`x$NL_39uZ6AV7XV9d|h$f?UQz;zq zqkuZ1frBeAS=S(3gGBkt-KcL^uHk_>dxn>SJxj>z$LV))Xs3|h#oleNeob>dldK&A zt%}O=OsxLX<0HYUe&>(V{WIS0)AVOOeVq@tqbZ$FX9Aa1o6C6Y9X{vh-xCSed@gqt zVo4X5fTXFXl;PE<6&uDUbdiPu==Wz(BAI<0VtomsSbMHT$D>2gdfF8GJuX#8Jxf51 z0l2mooz@F2^O)o{zkQLcn;0_!CoMo&*2vgB40!Oh{V;S=%J$80iXfa_iE zZ1qj$h3G2NZ)g$N;RSr%UsXD*#iK||TgAh6=7hL5<*LFjjxj5P!lr1&oeXG|+3LiN z!bW>cDc&ufkFDBP_7+*s2zi@O8$#y6;Tu-GGcanwrgW&xFTu$}+7W58&E@3REk#$s zP9xzN!3e%HW_c(3O(67=_+=+D>K6JvnQq_n1X-uOug#H!-0?!L^U;bgK#Ot-Lw&w< z=#;PG-GZbEyki#xC4|I*iZz_ejYthWk7iU&aNAZNlIX+kOvg#9+oICi$qAeTt0GMo zUo_0ukA-s!3V@4~7h4HcoTCN^y&8o<8WV=xqr1(M>Qn~Fq=zzP%tPa9ml+07rU@n1 zvy4tDh|H$fXGykI=Jt+(?)VJhSZjH=#1bnqx_mnss-BrK=x^3}pm)f(Bc~YW;PyBY zT05l=q7gOCQ#|pHy>%U!eeG)p4fI!qjyhn8ysd~Rt{Sh#FqNzWUl@iUBBK(l1cu@L z(2>Y2)v`HGN}o@Ejsb%!`L-P=aXY&IOLz_agWCw18x#m0E>`>OK1m>*!E{$5pcd(x zoW!AkHo4I+qFEN|a6RtEJw@w3V4P0JbzO+hf^9~rHJ2~IWQfRB* z;igPF9);^~6?5}}ZJUfj;3!&BYN2nof*Pl~`M{IPvYbTCy5&eGLeI4rJAtYtZo1Ny z5g~V}>dsA>e9EC2!tb*7Bhk1uo&%olz%RJVmBpPfO@zwS4-( zcTd$#GX z_MOm|i!VdWfJwW?c!hOoZBZ4-<7twfiQL6$P>M$E+!V3SDhn-+9#$@vCGD^BSgE6& zYoj^7as(1=un3O5zt^g0Uha<@7%j)NkBvcIYg4JDy-sWZu`0WNX^GS_PZc3o*d9%jZrU&I$zU zm201%d9GAV0$-fAQ=_3T&e$m)@FLecHEJVT(VF_^Y8D|R%Lo=Vl00TVQZO4E>@fP6 zbO5fcS{t7JHR+^(KU+Tn$smv+E*R~P*vQ$##`L$Ks7`IkZixfchrG%U^Wu2Kb&Cbb zhCo&Y2Cl(SRM4O@f|Xv(g_DLB^!#v5YC(SU(@J@-o>4e91_lNrUAtAjsFxYb98>S) zt1v8;{EDVUlbb0Ytj`=ZF(nbm9YX`uk8VI+56 zH!Vi8o$Z{hv&|YIGrQJQ5Lk(JJ@7$>4ZXb?d{82^oCvJDZVcOA^hQ2#+DbH zsuLCu-A<{HqXy(I@mG0Pc7lPHSCU=oHR5owv_v9~p_CB?d`*B^GhGmlF)A|VLtd;dP!>;aADKA%2|v@Vh23`w{37v9&yYaagQniK+M0 ztbKiumWGSPtIc=oY|ujJ3h_Doh#yAe;@!I^?i0itA%*?zXp5<^pp(g*dx45BJDP54 zDEVTFwL+pF>w{7LG30yMmoX@VGu*>4W;0nks6ITIG7QgDI{^l@?`d4((fi7iMYdIUgte$_z4XA2>J9MS%4{W4lZRg)ndlX zxJV71uLFV1FUS3iZht1l|BN}YUKS3GL!wb=$YsLcmHubi46-mabq2BjcKR*w%uv^k z{ltOmyJqqPv!R=_4i_z;1gr&D4VzVd!7ELG8fhRkr%Qi4@mlgJwvdzP~IzR66j6PMvo|51cfBm777< z>A$w{-a41zddf6OBuQf-NEhi3&3_yex8qw}y$>3G94EIa%yp=8bj$5_uUon^URw(h zyqMEtMd!?@`aEK^-BdScLFO57REA#?;5)FL*4f+uyXr@c6b=hTKh$92cg*OM)P=y& zEIN!Qs=WESj{rM?Msx8Ras8q3oT{=r7z94My4$xe^t?l~r*Wtb^YqeUV z@66GFI*+JnM2TF^bA-fip9h7+;^wUobIp|b&c{8ZZIYdBws|H!($r?ZHMAA{e$lkr zx%5rCZ0T5cT{Chm8Rcsmo_F}lj5Xu+YU@n42Dk(i%KSxiq_!9`-ua-Jp*@D_dT90D z)HFj1Qpp9y7LN@jBE5;P7Db^BbI3Yqy>ebKglg#G+J=T0BdcZab7K>fbVmv-c>UuY zlinyMiKmHzV?|HsEp^rA!9m61^bK4+~OlHL*8Vbh38h`A4Fr3g~dWxNBlgt#IigG?R8~t92_@ zrpUr{yUY6H&3PJ!rZ_%Q>^Pran>x|D)K`8 zq#Vzwu}I@HqF;jz)5*GsLf~l_P8_&oPaEfgl8@&C^wRk9PZ4kgNVnt{GSD{nRs}hU zml`tbHOZ;B6;2QKH<~MnQD%-Jph}R(oy-C}ZA+64-U{m8?^Rd81zBu$;k$3{H7qFZ zsvDlw1AM)1toN1)_4XstzCgu_O?xxAD(ls>-d|#?F-l8k#PPLjCO-S}I?L2vH-;Rn zd$A!#Hudl^bz2>bbOu|5?0uzM^6yot9z9LOIEVt0KpYX~Ulq{M!Qp@U2T{B~Mn=LL zdq@x(asqQlj=Dm^Z>xkFP-gU6{i4bUD#6uUzQ8!Ah9;~m{%}sAVRCxGbupTpT~GK^ z(J^`^v!|R%P-UN!QUr86QvKz<%!?B;Hj&6cLT@xS_p&}L>E-W{3Ra0?eSP@FL-<)t zlU#$zNhVr{{`k#DphBc#m~qR+(TQiX>pmRzq@M59O+A>;y7sKg*tdoi^67OM$6xopW9g;v&G z8v?NtXnbO{BFOt#h8k<|HdN)FdY2Y_d4Y$OZC%Vt53oH@W!OSAC|TU=6zK_^uJL@| z$tl~FBZu-#@a6hBGpu*3+b2hr;(|aM1{?v~1N@ugHR5-xHWX(fVJV=^c*D(1hX$Cn zXP|LjVSa_XUN6!X#2=|7g?s6jl@~y_4Kl*DIS)P6C4B7JTLk$7VZ3SMRTHP6;TE{g z!8={Bn=xNd%J_S1aLh7jh{>sIFcI`jse|Z5zQTFcw z{@xt^5Af$X1wxI#w2FTP{=H%LS6~}tuK)k`*{^bb?V|iC=>+mt$uB*XU%|f?m;VIg zq5cN`N2&Q&3BOiA|CCSz$;cpo|7$(;R{_7~aDNKm#QS{;|CiDI3jH+_{u4?E35@@E z^nb*~ze@SLFa1*n0KfzU0RG`we}(_u68;rlO7<7{A9hhu77ntzkc<`b@rO8XN6Mey F{vWeI6)^w+ diff --git "a/vaccination_viruses/Deliverable 1/data\\full_data.csv" "b/vaccination_viruses/Deliverable 1/data\\full_data.csv" deleted file mode 100644 index dd030ee..0000000 --- "a/vaccination_viruses/Deliverable 1/data\\full_data.csv" +++ /dev/null @@ -1,52 +0,0 @@ -"","States","VaxRate","Exemption","Total Health Spending","Population","spending_per_capita","population_density","Median_income","HighSchool_Plus","Bachelors_Plus" -"1","Alabama",92.3,"Religious Exemption",35263,4903185,7191.85590590606,96.9221,51113,85.8,24.9 -"2","Alaska",89.3,"Religious Exemption",8151,731545,11142.1717050899,1.2863,72231,92.7,29.2 -"3","Arizona",91.7,"Personal Belief Exemption",43356,7278717,5956.54426460048,64.9549,61125,86.8,28.9 -"4","Arkansas",92.6,"Personal Belief Exemption",21980,3017825,7283.39118404811,58.403,48829,86.2,22.6 -"5","California",92.9,"Medical Exemption Only",291989,39512223,7389.83984778584,256.3728,69759,82.9,33.3 -"6","Colorado",87.2,"Personal Belief Exemption",36398,5758736,6320.48421736992,56.4012,74172,91.4,40.1 -"7","Connecticut",94.6,"Religious Exemption",35413,3565287,9932.72070383114,735.8695,72780,90.5,38.9 -"8","Delaware",92.9,"Religious Exemption",9587,973764,9845.30132557786,504.3073,62318,89.8,31.4 -"9","District of Columbia",94.1,"Religious Exemption",7871,705749,11152.6902624021,11814.541,83382,90.6,57.6 -"10","Florida",91.9,"Religious Exemption",160624,21477737,7478.62775300768,410.1259,53681,88,29.2 -"11","Georgia",90.7,"Religious Exemption",66447,10617423,6258.29827068207,186.6726,57016,86.7,30.7 -"12","Hawaii",90.5,"Religious Exemption",10338,1415872,7301.50748090223,219.9424,73575,91.8,32.5 -"13","Idaho",92.2,"Personal Belief Exemption",11315,1787065,6331.61076961386,22.097,60208,90.6,26.9 -"14","Illinois",91.9,"Religious Exemption",106306,12671821,8389.16521942663,228.0246,64609,88.9,34.1 -"15","Indiana",87,"Religious Exemption",54741,6732219,8131.19715802472,188.2809,58873,88.6,25.9 -"16","Iowa",91.5,"Religious Exemption",25487,3155070,8078.10920201454,56.9284,63481,92,28.2 -"17","Kansas",89.8,"Religious Exemption",22183,2913314,7614.35258952519,35.5968,57872,90.7,32.9 -"18","Kentucky",92.7,"Religious Exemption",35323,4467673,7906.35303881909,113.9566,51348,85.7,23.6 -"19","Louisiana",91.3,"Religious Exemption",36324,4648794,7813.63940841431,107.5174,43903,84.8,23.7 -"20","Maine",93.7,"Medical Exemption Only",12684,1344212,9436.01158150649,43.6336,51664,92.3,30.9 -"21","Maryland",92.4,"Religious Exemption",51330,6045680,8490.3600587527,626.6735,81084,90,39.6 -"22","Massachusetts",98.3,"Religious Exemption",71274,6949503,10255.9852121799,894.4359,73227,90.4,42.9 -"23","Michigan",92.2,"Personal Belief Exemption",79874,9986857,7997.91165528855,177.665,57700,90.5,28.6 -"24","Minnesota",94.3,"Personal Belief Exemption",48377,5639632,8578.04197153289,71.5922,71920,93,35.4 -"25","Mississippi",91.8,"Medical Exemption Only",22879,2976149,7687.45113231898,63.7056,43441,83.9,21.8 -"26","Missouri",85.8,"Religious Exemption",49137,6137428,8006.12243434872,89.7453,56885,89.6,28.6 -"27","Montana",92.3,"Religious Exemption",8409,1068778,7867.86404660276,7.4668,59087,93.2,31.2 -"28","Nebraska",93.7,"Religious Exemption",15823,1934408,8179.76352455118,25.4161,59619,91.1,31.3 -"29","Nevada",92.4,"Religious Exemption",19020,3080156,6175.01191498093,28.5993,56550,86.3,24.2 -"30","New Hampshire",94.1,"Religious Exemption",12742,1359711,9371.10900772297,153.161,74801,92.9,36.5 -"31","New Jersey",89,"Religious Exemption",79066,8882190,8901.63349354157,1215.1985,72997,89.5,38.9 -"32","New Mexico",89.3,"Religious Exemption",15027,2096829,7166.53575470389,17.285,47855,85.3,27.1 -"33","New York",92.5,"Medical Exemption Only",192809,19453561,9911.24452741583,412.5218,62447,86.5,35.9 -"34","North Carolina",92.2,"Religious Exemption",72160,10488084,6880.18898399364,218.271,50343,87.4,30.5 -"35","North Dakota",95.7,"Personal Belief Exemption",7289,762062,9564.83855644291,11.0393,59886,92.5,29.5 -"36","Ohio",88.3,"Personal Belief Exemption",101013,11689100,8641.64050269054,287.504,59768,90.1,27.8 -"37","Oklahoma",91.7,"Personal Belief Exemption",29575,3956971,7474.15131422495,57.6546,55006,87.8,25.2 -"38","Oregon",90.3,"Personal Belief Exemption",31920,4217737,7568.03944864272,44.8086,64610,90.4,32.9 -"39","Pennsylvania",91.7,"Personal Belief Exemption",118419,12801989,9250.0470044147,286.5454,63173,90.2,30.8 -"40","Rhode Island",95.3,"Religious Exemption",10071,1059361,9506.67430649231,1021.4313,66390,88,33.3 -"41","South Carolina",88,"Religious Exemption",35299,5148714,6855.88673210437,173.3176,54971,87.1,27.4 -"42","South Dakota",89.9,"Religious Exemption",7616,884659,8608.96684485208,11.9116,56894,91.7,28.5 -"43","Tennessee",92.3,"Religious Exemption",48249,6833174,7060.99391000434,167.2749,55240,87,26.6 -"44","Texas",90.3,"Personal Belief Exemption",188559,28995881,6502.9581270526,112.8204,59295,83.2,29.3 -"45","Utah",88.7,"Personal Belief Exemption",17597,3205958,5488.84296051289,39.943,71319,92,33.3 -"46","Vermont",93.7,"Religious Exemption",6389,623989,10238.9625458141,68.1416,63805,92.6,37.3 -"47","Virginia",97.6,"Religious Exemption",62847,8535519,7362.99690739368,218.4404,71293,89.3,38.2 -"48","Washington",88.5,"Religious Exemption",55819,7614893,7330.24088454033,117.3273,75418,91.1,35.3 -"49","West Virginia",89.9,"Medical Exemption Only",17491,1792147,9759.80206980789,73.9691,45392,86.5,20.3 -"50","Wisconsin",89.9,"Personal Belief Exemption",50109,5822434,8606.19459147154,108.0496,63451,91.9,29.5 -"51","Wyoming",89.1,"Religious Exemption",4856,578759,8390.36628372086,5.84,57837,92.9,26.9 diff --git a/vaccination_viruses/Deliverable 2/README.md b/vaccination_viruses/Deliverable 2/README.md index bc1ec66..779ebe6 100644 --- a/vaccination_viruses/Deliverable 2/README.md +++ b/vaccination_viruses/Deliverable 2/README.md @@ -7,8 +7,6 @@ There are 50 states plus the District of Columbia (DC), which totals to 51 obser we're looking at state data, we found data and created this final dataset by merging the observations with the state name. -VaxRate (2017): - - This label represents the percentage of each state's population that has received the MMR vaccine (measles, mumps, and rubella). The MMR vaccine is one of the most commonly recommended vaccines for individuals and is typically taken at a young age in two doses. @@ -56,6 +54,10 @@ additional insight into trends over the years. - Vaccination rates by state for 2016. +2017 + +- Vaccination rates by state for 2017. + Exemption: - This variable represents the exemptions that each state allows for all mandatory vaccines. From d0f912208c82ac53e7e25bdd377a7d969cc4a6e0 Mon Sep 17 00:00:00 2001 From: Jeffrey Ng Date: Wed, 25 Nov 2020 20:31:42 -0500 Subject: [PATCH 07/11] added code for deliverable 2 --- vaccination_viruses/Deliverable 2/.DS_Store | Bin 0 -> 6148 bytes .../Deliverable 2/code/analyze_data.Rmd | 76 + .../Deliverable 2/code/clean_data.Rmd | 88 + .../Deliverable 2/code/test.png | Bin 0 -> 558440 bytes vaccination_viruses/data/.DS_Store | Bin 0 -> 6148 bytes .../data/EducationSpending.csv | 52 + .../data/cb12-33table1states-1.xls | Bin 0 -> 37888 bytes .../reduction_cases.xlsx | Bin 0 -> 9402 bytes .../reduction_deaths.xlsx | Bin 0 -> 9313 bytes .../vaccinationRates_vs_safety.csv | 2913 +++++++++++++++++ .../vaccine_coverage.pdf | Bin 0 -> 88970 bytes .../data/educational_attainment.csv | 52 + vaccination_viruses/data/full_data.csv | 52 + .../data/healthExpendituresState.csv | 70 + .../data/importance_of_vaccination_poll.csv | 28 + .../data/importance_of_vaccination_poll.xlsx | Bin 0 -> 9283 bytes .../data/medianHouseholdIncome.csv | 52 + .../data/medianHouseholdIncome.xls | Bin 0 -> 81920 bytes .../data/populationDensity.csv | 52 + .../data/population_by_state.csv | 52 + .../data/vaccination_19_35months.csv | 52 + .../vaccination_19_35months_exemption.csv | 52 + .../data/vaccination_not_poverty.csv | 52 + .../data/vaccination_poverty.csv | 52 + .../data/vaccinationrate_and_exemption.csv | 52 + .../data/vaccines_autism_poll.xlsx | Bin 0 -> 9275 bytes .../data/vaccines_danger_poll.xlsx | Bin 0 -> 9223 bytes 27 files changed, 3747 insertions(+) create mode 100644 vaccination_viruses/Deliverable 2/.DS_Store create mode 100644 vaccination_viruses/Deliverable 2/code/analyze_data.Rmd create mode 100644 vaccination_viruses/Deliverable 2/code/clean_data.Rmd create mode 100644 vaccination_viruses/Deliverable 2/code/test.png create mode 100644 vaccination_viruses/data/.DS_Store create mode 100644 vaccination_viruses/data/EducationSpending.csv create mode 100644 vaccination_viruses/data/cb12-33table1states-1.xls create mode 100644 vaccination_viruses/data/data_for_introduction/reduction_cases.xlsx create mode 100644 vaccination_viruses/data/data_for_introduction/reduction_deaths.xlsx create mode 100644 vaccination_viruses/data/data_for_introduction/vaccinationRates_vs_safety.csv create mode 100644 vaccination_viruses/data/data_for_introduction/vaccine_coverage.pdf create mode 100644 vaccination_viruses/data/educational_attainment.csv create mode 100644 vaccination_viruses/data/full_data.csv create mode 100644 vaccination_viruses/data/healthExpendituresState.csv create mode 100644 vaccination_viruses/data/importance_of_vaccination_poll.csv create mode 100644 vaccination_viruses/data/importance_of_vaccination_poll.xlsx create mode 100644 vaccination_viruses/data/medianHouseholdIncome.csv create mode 100644 vaccination_viruses/data/medianHouseholdIncome.xls create mode 100644 vaccination_viruses/data/populationDensity.csv create mode 100644 vaccination_viruses/data/population_by_state.csv create mode 100644 vaccination_viruses/data/vaccination_19_35months.csv create mode 100644 vaccination_viruses/data/vaccination_19_35months_exemption.csv create mode 100644 vaccination_viruses/data/vaccination_not_poverty.csv create mode 100644 vaccination_viruses/data/vaccination_poverty.csv create mode 100644 vaccination_viruses/data/vaccinationrate_and_exemption.csv create mode 100644 vaccination_viruses/data/vaccines_autism_poll.xlsx create mode 100644 vaccination_viruses/data/vaccines_danger_poll.xlsx diff --git a/vaccination_viruses/Deliverable 2/.DS_Store b/vaccination_viruses/Deliverable 2/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..6189ff575ce73635359f24e53c1da1e832e9ec83 GIT binary patch literal 6148 zcmeHKJ5Iw;5Znb9k!Vs2|NJ$ot3saQAu6>xXVOw|)NcJI%i>GgN>IPys4H1^&JQ=-FnAn?SBq zfC^B7lLB@=6u4oXI0pLBfyGAvp#8?X;o4^jV6gzOP89~LKa?v`FD;1yumkM0Rc4__p9zHYwUy`_^0#x8%DWFxeY1a6p z?5&fJvtC=^5AZKTt(Rl*Rt)r3jE%M8+q1f2*T~n2W1!O!cRG+i0;UU%3jBrwM@i`^ A#sB~S literal 0 HcmV?d00001 diff --git a/vaccination_viruses/Deliverable 2/code/analyze_data.Rmd b/vaccination_viruses/Deliverable 2/code/analyze_data.Rmd new file mode 100644 index 0000000..c9700bc --- /dev/null +++ b/vaccination_viruses/Deliverable 2/code/analyze_data.Rmd @@ -0,0 +1,76 @@ +--- +title: "analyze_data" +output: pdf_document +--- + +```{r setup, include=FALSE} +library(tidyverse) +library(olsrr) +library(reshape2) +library(broom) +data <- read.csv(file = "../../data/full_data.csv") +data = data %>% + rename( + `2007` = X2007, + `2008` = X2008, + `2009` = X2009, + `2010` = X2010, + `2011` = X2011, + `2012` = X2012, + `2013` = X2013, + `2014` = X2014, + `2015` = X2015, + `2016` = X2016, + `2017` = X2017 +) +``` + +```{r plot1} +data2 <- data %>% select(States, `2007`, `2008`, `2009`, `2010`, `2011`, `2012`, `2013`, `2014`, `2015`, `2016`, `2017`) %>% melt() +data2$variable <- as.numeric(data2$variable) +data2 <- data2 %>% mutate(Year = variable + 2006) %>% select(States, Year, value) + +data3 <- data2 %>% filter(States == "Michigan") +#data2 +ggplot(data=data3, aes(x = Year, y = value)) + geom_point() + geom_smooth(method= "lm", se=F) +#data2 + +models = data2 %>% group_by(States) %>% do(model = lm(value ~ Year, data = .)) +trend <- models %>% tidy(model) %>% select(States, term, estimate, p.value) %>% pivot_wider(names_from = term, values_from = c(estimate, p.value)) %>% rename(Intercept = `estimate_(Intercept)`, + Year_coefficient = `estimate_Year`, + p.value_Intercept = `p.value_(Intercept)`) %>% arrange(Year_coefficient) +trend + +ggplot(data=trend, aes(x=reorder(States, Year_coefficient), y=Year_coefficient)) + geom_point() + theme(axis.text.x = element_text(angle=45, hjust=1)) + xlab("State") + ylab("Change in vaccination rate (%)") + ggtitle("Plot of States' change in vaccination rate") + +#ggsave(file="../figures/test.png", width=8, height=4, dpi=500) + +all_data <- merge(data, trend, by="States") +coeffModel <- lm(Year_coefficient~spending_per_capita + population_density + Median_income + HighSchool_Plus + Bachelors_Plus + spending_per_pupil + Exemption, data=all_data) +summary(coeffModel) +ols_coll_diag(coeffModel) +``` + + +```{r regression against vaccination rate} +model3 <- lm(`2011` ~ spending_per_capita + population_density + Median_income + HighSchool_Plus + Bachelors_Plus + spending_per_pupil + Exemption, data=data) + +summary(model3) +ols_coll_diag(model3) + + +``` + +```{r regression2} +model2 <- lm(`2011` ~ spending_per_capita + HighSchool_Plus + Exemption, data=data) +summary(model2) +ols_coll_diag(model2) +#pairs(data %>% select(spending_per_capita, population_density, Median_income, HighSchool_Plus, Bachelors_Plus, spending_per_pupil)) +``` + +```{r logistic regression} +glm.fit <- glm(`2011` ~ Exemption, data=data) +summary(glm.fit) + +``` + diff --git a/vaccination_viruses/Deliverable 2/code/clean_data.Rmd b/vaccination_viruses/Deliverable 2/code/clean_data.Rmd new file mode 100644 index 0000000..0b5427e --- /dev/null +++ b/vaccination_viruses/Deliverable 2/code/clean_data.Rmd @@ -0,0 +1,88 @@ +--- +title: "Clean_data" +output: pdf_document +--- + +```{r setup, include=FALSE} +library(tidyverse) +``` + +```{r clean_healthExpenditures} +# data from 2014 +healthcareSpending_headers <- read.csv(file = '../../data/healthExpendituresState.csv', skip = 1, nrows = 1, as.is = TRUE) +healthcareSpending = read.csv(file = '../../data/healthExpendituresState.csv', skip = 3, nrows = 51, as.is = TRUE) +colnames(healthcareSpending) = healthcareSpending_headers +healthcareSpending$`Total Health Spending` = gsub("\\$", "", healthcareSpending$`Total Health Spending`) +healthcareSpending$`Total Health Spending` = as.numeric(gsub("\\,", "", healthcareSpending$`Total Health Spending`)) +healthcareSpending <- healthcareSpending %>% rename(States = Location) +``` + +```{r clean_population_by_state} +# data from 2019 +population <- read.csv(file = '../../data/population_by_state.csv') +population <- population[order(population$States),] +population$Population = as.numeric(gsub("\\,", "", population$Population)) +``` + +```{r vaccination rate} +# data from 2007-2017 +vaccinationRate <- read.csv(file = '../../data/vaccination_19_35months_exemption.csv') +vaccinationRate = vaccinationRate %>% + rename( + `2007` = X2007, + `2008` = X2008, + `2009` = X2009, + `2010` = X2010, + `2011` = X2011, + `2012` = X2012, + `2013` = X2013, + `2014` = X2014, + `2015` = X2015, + `2016` = X2016, + `2017` = X2017 +) +``` + +```{r populationDensity} +# data from 2020 +populationDensity <- read.csv(file = '../../data/populationDensity.csv') +populationDensity <- subset(populationDensity, select=c('States', 'Density')) +populationDensity = populationDensity %>% rename(population_density = Density) +``` + +```{r medianIncome} +# data from 2017 +medianIncome <- read.csv(file = '../../data/medianHouseholdIncome.csv') +medianIncome <- subset(medianIncome, select=c('States', 'Median_income')) +medianIncome$Median_income = as.numeric(gsub("\\,", "", medianIncome$Median_income)) +``` + +```{r educational_attainment} +# data from 2020 +educational_attainment <- read.csv(file = '../../data/educational_attainment.csv') +``` + +```{r educationSpending} +# data from 2016 +educationSpending <- read.csv(file = '../../data/EducationSpending.csv') +educationSpending$`spending_per_pupil` = gsub("\\$", "", educationSpending$`spending_per_pupil`) +educationSpending$`spending_per_pupil` = as.numeric(gsub("\\,", "", educationSpending$`spending_per_pupil`)) +``` + + +```{r merge_all_data and export} +# Vaccination data is from 2017, Exemption is from 2020, Healthcare spending is from 2014 + +data <- merge(vaccinationRate, healthcareSpending, by="States") +data <- merge(data, population, by="States") +data <- data %>% mutate(spending_per_capita = (`Total Health Spending`/Population)*1000000) +data <- merge(data, populationDensity, by="States") +data <- merge(data, medianIncome, by="States") +data <- merge(data, educational_attainment, by="States") +data <- merge(data, educationSpending, by="States") +write.csv(data, "data/full_data.csv") +``` + + + + diff --git a/vaccination_viruses/Deliverable 2/code/test.png b/vaccination_viruses/Deliverable 2/code/test.png new file mode 100644 index 0000000000000000000000000000000000000000..0025a5747e7ae99429c4dacbe253548aa0a3c59c GIT binary patch literal 558440 zcmeFZbyU>r+BXg;pdx|+NDc;F(j_H|(jwg|0@Bh_L#d#obeDv5cZt&70}Lf0F?7tp z34=O6b5S@@khuIp3R_v2HQ$E25NF5%(fk;*@L_zVw^ zEDaBjc<=%d_|AA)S|%Red1?z;*{4>rk7ezw?HttKyf86+Y-(%jU}5s?@dG?Ok&qBg z!`F10HzeyF&F|dpSGN{;@AOrQl!-J_OCY_X&UnllM82(O3`Es?ISGtwQz2>J0?1!Ty zG{nMeiF08jkWf?IGBB1rthen*?lOkAWZXDS*%Fbrx}5Pc(Rn7V^v(8*(^Q+5*YEdj ze&h_qr%Jxteqn&&5M)~Usn)8P7m+G=a$&*B#;b~M9v+kU`KlCA`1EW-arV{ihXw_3 z;=HER%)-h~x1cNUg!VZXxB>@+SGv_(Ci3$l+mc#bTB`;1_V&cjfBRUcpRn8EfU!|e z*;`p&7fk5!aC>-yZg6{o^m0fQ-CXlr-G3LuMSPMK8|6>Y>L2KxE+>OrSvW17RvVV>9D&bLxA|(Rt`z-D3VR?{)Pq8jhzFKgI>J(S)I^tNZ zt)I#>)$_ejzOQ!^Y57G$*0_5CjhB>l&Ru=QDor#;Iq^Ez{|XV`jlvt$pN!MZsAyNd z-QN?di0^A@`W|)K*=g*5T+?5{{whGykFt#BB(#8X#B?|Ry@APfDJZ8fffO?}B_FZ+D1<(SU)nlFFcNI2ZAJ-2jJhAf~w+a=A0 z0CPe=mTOz~Y<<{d){8)QM9daJ+DGB4I2`$srdWtQCSiRw@axSFol2pv)dQw%^k@mU zXAi;-68Y-MuIqC@PQqON)+DvNf#F^Vt-y<+^YQJtV|#O;n|PK`WdGe%8N7x5^Ak^! z`BBscvKh_y7K$BRn{IV1SmE-i6c$fzp4)aBmy|xs$1@M{#!pN2)I4WEvWaeR#QWqH1-nMLUZo|4$5^iVV;X_idXq~tRuhcnYsX5Ro$y!FDwpE+O+JW{E7J>u z98Q-dwiw9{kw~=vltIliJejUs&ItReCM)nHd5JSk#vd(>|E!DT{>jb{zSo0{y3J58 zxe#jJm+uVT{(MheNPD0FK6IpcikqBV2n`e1=2Gj~hDn&R<&Imu%jVKjq-u=gfJAj` zm_@rLdL~F0ZT3R{B17%DuI|=BZg@&+dh@q&WLsRfk!KY5H0EW z{INDN&tZnH(OHVIVoRTTlf|`ZgsfNNREYpp2`|E1Np@;m(3gaJlQ?j;p(dUWEO3Qy zPJ~ro@d)@|s?0z6GLw=u*_~JMsx+SO>c!Q4fhH_czZRU9EcG0fvi*K>#cJD`SM9;n zL-6>URXYAj#r0cawTI*SCN-`@aHeGXqXqiT;Q$-eBA+o~J#oA*Z{H{m@N zImygZ9}JklHV(&S*|pRB?dD345*}4QAN2@F-U*M#Gm+vK9{)|o9|4}9h3O~=kD!!d zFn-9`bNA8E^U0hPclIg_bvu2cuwBZ@BIGPQQbkPu*FY+yo%xqxVzz23H)`5ZbsW>! z!Qk;^EKjq%sH6B2*rz+n2?C#ozC6Zgnob=y>~(Xv&~7!KomRk<%?aBz#q`d&aA&Z< z_ixAHp`njAiCiPGg%m;j#d}D8M-#5UO5guku}J%hhrjyh(NQq&=_kregOXfl-5kJq zZF7PAC^MlIvJOwQt?RmihDbp@brK$lbNc$8Bkr!UftOXio~p1IcRtc=34lOf4|p~~ zvF^=zy)_IrKYZ}dy*k?YNe%m1aeJ{_zTHjKtY2v9?_!5N#r&L~{iZIG1iu{5WNt&2 z`}dAZc#-s^lXlvD@YCd`_{pT$y!@gFa6HvNT%o5~HoRy9Z$4TeS(_}+SykfCd~?zB zcsZ8u#rN|AA$dlPb))&(s!mn=&WQ1@?dCJv<`^!0<`);GQ^lO~lHPp3h`ZDSnCQIc zYr|Pt;5t9c(_qsrH&Y&$LB|@o=Z@xSDyoPsM`tseD41GTRsX#JPCEtaalb40fGQJ zhrnP4i77|796$YPTM93msfw;ESH{xRlRqEF8bd!9H=z|~p_t7Izn46B`Cdibh1BSh+5h0fW(68b+ad$OJD0ib2wMK*r@DP*EQ8Xk;P#COuM-zTy6N+ z?_#SUM&iEQ9laS#^wTQ5J{$Cxo*tfNPBO`(G*8TCbvFCP{p4tDW~54)KMdT1RlSto zJD~p@PfFiBuOR8pdHGTWKK^+E3Rdl+Byb*i25nw1(*#0MGp;?6s*-F7Sh4HO?DzL1 z%L!IRp92`&J1aQ}$pihr^~Upu)R%5IVLlN#KfdL)*Ts^-Q(ZA2iRlcyddD;Vy@CI* zpvc*@<3P0c8D`F5#u?UC=Zpwe9wauM28)Jt>(U8V`l~E3hMfn0$?TrG6m`%P^bS;$ zBerjD9jbjNML{NP&6w22$A9h7zfwIJQ_o+J9>|$BGrk&F>qAtF=xwFZm<4S)p5Hta z!9WJU2zTA;ZHw`Ocq`pYjO5Pv>fvEqa8M)+%!$c@S_ac)4HF%9T8MkSys^+lYCyWC^FE}4F|Fs|CJOt?Nd)L61;fnbE z;JPg zm`-%KlJ1XfSRcy|ssCx(dy}J6?bpHDi0R4EZhN7i^~6(Vm84aV9k-Sc(8n~GmEsu1 zw;LQ=+S+FAW*c-rkkV>di;@5=!|%Jd+*4nqlm37Z#&_fIUG!hA_22j836Oo=EvaH| z`$)GEy1;FOkLUf#GF6hriahoff_Od=Wkiw(*8Aw=)k!woy0mtR*%lTmcUl|X8&y}8 z2R$cb`J@w|o!Xkp$JP52CSf1pN^8)H05S4TVqa$EgqyC80rW26UdYJ~oe%#wIe&kI z-+O#>e1gG0ih^$-$?Kit`4)de)XNq>!aZtnv)5vWm4)YyNqo~awFAyK<1eFmyg zFvcE0*q+ai87w##&3{drr*hfAs|2-b0mKq#oz)2hPqcHlzn^(6qBx=1+nDxQFXZDrlrLJYC)CA(d&oG4U=n)RT~PZ4#@ z=1s+|6SFj4oiK~St$%$F{@MD)Un2KO$)!Ww@{xXZK2-GAO;{DTLCs+0WkPc4v?W65 z(NAKS+-RXbtTK3x5R_#m3HO70S{N*9u4lYZKg6{2As)Ufel^}fwsKg&NYUqs47UOX(WLjVlhRc6|=0RvZTGd?|EyO_Jua%}2!Sh|5m(6WZ+={E>I zx()I;M-T9w^{7g(+E8v+!=;ro8|!f(a6_QcA0fs+4MdJUg6D8J^-DCb38ttyvIz2o)#;)js)r7znqVE|zDmIpm}6A_FoHnKa&f-!8K zF-AzfdeGUzZ+{aQ6dAy9%{!+c{gE)t%9czr-+H+*c5fWDr>goo>;PF z$@SX#M7yS|62d&-Kv41+apr3kMod*&1tCrMG@GH=!A;qu0eh?Qg3=C$GUJ2dlxF7> z%emF#*8>u$ih;>2#Q;RDvwKLqu-z;&w#qBk&}9^BJ_^cR;!~JcWRX59F#d;3n^2k+nwlB5tIa|og3cmZ29 zhjt8T7~JCy#&6+UGsI&gH%NVU?~zVlKp^the49T^IP@X zDqUGpXc*&C1vuvG01X`;$cXKzZ*{fS&XKrV`b>iMYc~{OV`u6(8w>!V8eR+s^gz4h4kgiJ!0QmKxD00Fi>%sd= zw)saX#U|1Nsh~C$dtGsMKYG|gDh&E2j_OHxAe|0win|ohSE#>fT=JONmhmTIl0u_} z*I|Us_dZ;ve%TOE1L)8rh;@WYcXjFK(7wemDO;%vT^97D8VGoGv3gZ;kFnb_1!lH0 z_gQ1k_->-|r|#qX$zH+hSedw~O_UqUT)*fGI&G#yJDKLNET?|L7w9Y9xiiN?LP>ND zoUj1r+*tLxjk2DN08WZtSOCwA+e$LBnL2rE$h7;%W# zTVsu8Vg>Io-E)6K#Q&@>zT|q2J&MOQs#i?U`$WEeb_y;25-P@?kH+duCVU(#_3ElR z0~o$2ahR`bFZWchg}ul*Q~z7S5c3P{P2QislJX>SV+1WnSzi!VG65bIW2=5Cy4vq% zFlBDlrfEFITdmjPFR(p z^~SY!K)jRU1g*3lz^w_fZkFmg9npgD0xyO#vkI3(p0^Ee-R%0x5^E4e_1Cl*>sh{J zy#H>Qy*cVwNO68GD4xO~sf6Hh&=!<2wUBYY6#&s|I~^sPEmXI>*@W5p2$ZX_{o3-UcleITe>ocD&F~)ffU2i!P0>g+<20hI ziwa69hIkzey`y;d%$in)vxLCmnyM7m>AU;X;&;U@!Yjv*U=tGD5AyhQ*#u(xO zIVETk4hJyD*6CWuky-1e;E;+J1r%GgD-2(%55wc$rI7fmxQD5M=Qq($0eC1l@oMFM zEj;wY;VEO@CKA&S$+MDlFDyR-U7a@95dn`IKDh@aULM`@q^4EDr1m=?UgWl0WgLdT ze=w#?_E|xPY>Tf*eP>Qje5=M}0WcTURn+@6=5}b^%QLP4EY!@l;Qeo5nV%GcIlGYn zHTo8upCtYZs3i9~?=(rg%3i%W^4uR(bh8Fb_Wacu ztrk2d32ri=0Yzb-RTvscS$XZR3=Gs@Z8_wA(#2Xrl(5eP@MaR+goesY6^${EAc4DG zEUB5633fdxo_k&IBm=)8N*A%a{ndPVq7* z?G%W|fiL@BQFjV0Xt80hg)#sfQ(AgU%O@nsd0h8pU#k`8<80k;=-mQ=*Mrian%)NJ zfR74!%N0n?FZ(RH{E0}1iSHgiHQCA^G%4~vJAEnf_EFQ(LXb4g4k#o&GQ{+E$?os? zY#%nC?DY&++33d$*(7W`vv7>=9($jmydA*922nhZF-SrhTgfd&Ap~ru1eW*iaaZ`s zw_YNTZSul=60A31RIc!IXiexcDwyAqURTu;b69#(%3ytG{M_Y;AkX9c!^+n~586ZN z5sF@f99;p9Nfb(!sXR^S^?bkjltawgNRDE_75Y~9aJ6ygti1VlTDvHmSm{Sd^32q{ zLTNx4puk$E^-;DG4}=D35Zd|Hm}J`vU5ySoA*7(ycoa~%Z|2_=w2b1N3sY(|iW^?b zN#)j>&&YjJ+E9}`@WtJme9VPPJdHqyyvw zkH7ndkw2b;$z>nBd}No;p|;L|inyC*WB3r)g1!y-?_9^Zd1q-d*_=B>%(l9R49{x53SZwEY)%#bEvI}*)vkdE9 z_LgIfiORSnTm;f?jXb|lEr%;I4Em{1bgsVI!13{$(2)Q#1E--!87tY0!+`KEwO&`f zVI^cTmj`o%w^12$R!=(w**Q}dK7lNxZ;m60lQW=(7p8JD*TWVjc6z!u8PK4o#~6EK z$BO$X@*hLa@8S@ezR??BeOi*3F_gV{>f=93F1P!A!d=l%D@ipW`HW~mD(7}Az@4EX z1_vH_Hr7)W^8NSsdxIhK*<|*k0ZDaC?M;bKcRjaIL5U^jf2&U~umEa(f{v1SfaiOg zfadi=3=+t-)we~vyg^&on0)G=a5!zjBJlPrSYST8+50)S-5Qgi7qwAV&%3$nHx{P8 z0_d-JMe5`YPFgeQc{Xq73q)ZBoPL;eeg)e&_I*1AingEz!s^fWw@x$5-4VS%(f*qT z%%tNm-N7e)(Nudzy6!;D*@^x|mA>*yKRIW8>vu;(k;$Rru5(m10lsZp=c@()oJ$oCBF zHK$=l+vGx>uwv^-qH(};Wj~NXQfxGf5Qt{d1K(SdDdNhspU}=N6?SU{}Xk;d3zL7J~gN6QYiuOOFp+h%VY5UAZEODk&{Wkyymi2Vb5i5#Wkk=56 zyOXx&Kg;?=UjwUkG#|oqCv6`wRgB^M+!jRD6HLv&R0%VR?22UZ$a4gU*u_gs)-p>W z+CX%DypV%l%!yTNYbDh?26vn%_LlsB<0b#&18F2A2Glb1)w$*XpNev>@)UwS)BIcvevWdrJ}WX@R$4(Yye86mlDcGxMTWq245a77XaL5j+x9Hj`zK4h+(YjiJYFr}--}5a>}0 ze<9Jsfh1A&?pPi>gPhDhf!EIlet;`dS(@C{o2QvS<@=51e0Iw)fG`n&S_So=FXGo6 zNR=`^sLPVk^FBQ`cM$Ao=4n1DYlLRYB#N29fRwUnfm{ct!w`H(CQ=%Kl44Ps)@*E{ zS0;b9rLh$zM=$>Y`((nFvaIZr>%306W)<~A8{!VvoxS(2Wks$)0T zb~8G(VMT_URyhfXb0VX99r;ZHaa!hu&WfPNl$rOBm{bD4%(hKpc@8*f?GC0rF_n-v zUtr*5BH$?KJo8#K3V?}D0wu0Zpbk)HWM-9jwoDk;j9_U^5q2=CqkcB+#9&45dgAx z0c2nuM$&j?wbF1Py%~#4YybcV>9!mub^4}Y8{kw*=L@$VVe81>$=_TLUI&L=CCshy z7eY26DS}AC$gxjQWm1<5=5bDa?;2yQft2ma{?}Q^!^)YiMb^${wfid%?G2(2nhE_y zK4cuwYcOLVZKa>Ppy5|Omg635#H;{vN{z@<`|=^j z{Sze`3AeirV3p8#vNb^QTL~p*+44H&LX?Hf%jO*9EJHb}sqZMBZ{$L)gl3`+-x|J! z+f-9m^S|ABUaT4YwpQe@2W(UbHe>OwLf0ieMV*$Nb}xm{ct3CFB;E2#<`i(mTDzk; z?v(e`(rAxg?kdXG+If}%T)2x?$n}bof;1P*w5i0sAI`L0k|WS=f#vRvy&fJ^g_IVf z{r5}5N(DxZQzP6qvkjuV8|4Gc1@li;5A}UlQ`WikR%7&S?F;8FX($61T~nOkHtcCKfp$PT?-_E?0-y&T2T^A%pE^ zpAqeeuQk?({>(7pI@aB%YcCJvQ)w-N7gwZFd$P9J7n!i}X#oao?jhazWXr{o997gP zjK&&*IsjOQwlH#0H4FnPQC45N31V20$9d)hk-ZgOM(nFg4Dwagt8+N{p@M7eE~(hY za8{5N+*x1S&{0BFB$nXRExT)f^fSO?Jr-`)>{ah9W_NIl z1hfZx@H^)`K~Q5&!zOmj@pTx3gaLxboz9%bhv5+MVCtK00r|rnqoj5@%8H_V%W%CR zlcxC<;IGz=f422~@#6z^^(3(J1~l8(Jd4EX+c5rLtKi%FDoOo+$Zco(gWD$Z9U4hZ z{+~uB2AeMO)e@#rHAqrWKj(4YtP0#fJ^INE0Nl~n@o&@?4P?5@>yOg4W zu`llyk<`q&GG+W0)x6NE1mw3kXV!XuY55E91o6B&!*8`iYFWH%V8F#1u$DQWHs=g8 zOqmjOT75dO>BRn(UylK(qebwMZwAFJ7LTea4#>QMY${go-4&#F1tK}^?1BDqSZM{LG#ndQN$YcB zR!z>D>f6W&;#RQw^(H5|e&G{`LACSJ=f`4&DGs&pf*+s~q^(fH)otg!N#@=zhCBqe zZpfw-XlBZq4<%L2lZy1Ki-x4bvPgIu?v(-{7mU(|ZBEygBV0f;zpn~^!t(Z^`P_)3 zgHWz&s$`Lk-9*U?xx~N`QSM~uP=JzBvY6lfEaZm2gIPR%)QAdUuM>D&@j;_=hgW`78 z3TXm!kfA6sGpK^EYn?TpVeN3_W9C!sFIa)DI<5~}jO9g_Zv5&?Tm}aAy_k=V%-Czm zvzx$-*OB5zWwp3ZtESwaWQf!%N!BPfGE5M(Vjd6v{<81QU9GhDJn)MqOrWm3lz9GQ zqJq}0L9IadRfy?uR|P?N+odDnqL+OHEc|A@_hQ&`dqG}H8^oPnOgB(yaA~DAMsewn z>+~yT3tBZCY|qW_){*)7l92EdMS&fsdH1MuA>$hWm%NnPUIFuQ58Qa#p3F!K ziEpw8Z->FLkl%JKV7y>LA$5B6MTfr?{BwQ1Fh>I*=$lU0*uNx%QZntHOeRRoNOI5g z6XLQVQyrrVZ9&VRvGG=!hDjj9fx_{$fLP>aPduL@*h8HEtRu6U{ZeN7~T!rPWvt?bh2*Tygp=AefUNgC+p_0!z(QAjQ_x+>)}JvThQ@?ijaBh zH^ofOa5pE}V6_Rs^W=d=-+->ef<7l++%iR@WYL$Y`%>H!1as<%)WFSB2Aqg*Zb}CP z?%a0Us0{rt8NdBWcns_hFSuEn98dp{GOAWRbdwRDY3 zuOb{5>~fOADxjZ}S2HS+YM>H82FH$b3J4e`P_cLb_?w1a9`7x;&sR8AQB;+ocRm3{ zbb6uyAmc7C)QmajqF_020`~x9p$)PF?vRoD8k0%96Cd#vI@a;a6Ke$#Wd%g(tNvuu z!%=MN)1Pj155OF!0damI^(2d2jtEjP8NO*%Xrb9?mJR2ro^{XHDVI#htLz9hhM_=_ zmj_%Z1l}XS&kcL8gp#sEy!Wy`znOc+aDO>UJvecQIQl4BE|kuqK;cZeh^&4mV!=r= z3@F+f@Xh6;OL?sag3Z&a4--?xnbGnWBBF9&g`jmzvcZjt_%qfn4;e+U)fi*4TsEhS@^&@M zK)NCpaIGxPeE2XT!f0SI4g^VThOF|~)_9kNepFasGu*@$4*}~iav+RnH3%F+i>J|M{ymO@4fIVFsL2Yi6wFxE6^R$VIEN; zU8k1xtN~qdtn^ZH=^+T~?F+K@+ne0#N;7^ie3e?@3%FH$?gy`j7;9VniHR9{(Eu@Z zog=&dyjfsEy*ig)M2^dXaRn3-b8DAWNw47Jcr#1#G@`vkKT7AA+iIb(6fWF@{2^mDkdj<>iS%H2akwy~ZVzO-o{guII7^xL#@!-@c$R?M%FkUhPcRf8 zCHTB{UNOvJ6Ijq%gvju2Y&0(9q{uqbd&sC!;TxB+p82GYHsdUn!rC3s-`v<^{p z-AlyJI2Ro446>X-VyH+KurozWDfCl{S89NxRuT6|h~ywecU%7KXpyYL5@#&OX$vd{ z@idXEyLsJf0|m|4sj@%{@^;?W<#|(Txp>DKDC}>};|hBx#S4%>%`$3q2L+}%b9xCd z`iI5Flaie;hco3f=7>d@ynK>i9wGmz>*DnOGCX7$Q5M@p_SMtN8K<7uE9@I4cLJOG zv-|PS5d}&rbrrWxsH#R_um=sSA-@Igc0u?|!U)?n%Sf((pZsxb8$xMT|Aj^=SH_bm z{-EP1JClDU1t`hcw{=&*#a6`ydOF+%R?kLMrJ@%@#rsQ@rukN5S5d3DnB`2JbGf+?v z8TcMDOr#Hm2-6U5tV$NZrUf&v`o%R1pS~p&$i$;d&W#8vnP(qd^C>D1wIctjUWY}( z4b53y^n}Ou_6LCO5v?k3E(rpQ4fe4k@yBC2YM*<-V;XWdpEyhcWfYkN5&~1@eZn9# zk|1Dlo96jfvh7ahV^LY>GJ0H?mne$>ff90Z^C9wwY|})|fk# z*L#;IiPFM=gQSeAiT=yx2-W7o#6qg?iOftndi+Kdr}qk(6A zWS!4iA!*V~9)KX;LK%K!{ap?RHnlyurwCkaOJAIv>rW;bC&nM3I0Jo^CxwLRO8YC( z+!F_}Xb&^DoXyue-1w{Bh(R82{ddR7L~E8iSxrvad!U%f{Nbj96MBwR4o3anS;&bL zJ?fJJFz5UDF55&sCi5>_6Qw4l$RgwBrU^bNstu4EXkQl?WKxocbiYs#lP&3gP5;Uv z(a>vax)#~{9f(zYLbB%umE}8v89LCnO__JV$@s{|S`AW{8DxDIZiAqrGB5?Nh~r66 zzbP^?JSTagfG#0T9-H0HBx|~t1&BaG8OieUqG%B~TNxcObGab8-_Abb_B>D@&pn(h zf6$v`1MChij%cy!@VWkUNmIx5K57(P6rr1sp^vv=+-eY3Nq0OEG z-SS|Y)!D{+oL@m23T77aOW8@K2Vx&Kx0dIiCQQg`*Yol>CY>t7Qr*|t#OL`(p3?|t zfn(eWj{3uMk~7fEbuI0id;XHfU^zqEXQr!c5_zRy@wQ%hE2G0%{*7(p^9I@a zAhZzLhD)^ClJ(ddh(3~w>R(Z7lnS)0SEu6^)x8nms1nt#sUkME60!uqko`?sNyw%4 z^(ztwgWsA>Sf}vXp)am(p-4P-F8=Gy0sFV7$T+bYcT)Ds?y59nD**r_kpQ_&r5sOh z&*v+F$lZrKh5TP3uPAM{Zw1gjb5ctm05be%C$kF93Wrw7L7uCKlFJGCGTdVDFGM4p zhIJYs{=|$6K+r$02kCtCr(gEjae@tL0nR2!B3X7*x&1kufI%b>);|nFlW{sV_%?aPCWTJ z9@ZW$8@`58^6WC~HpO#yNR&C@%5|IuNin+Cts2Rrmx%Gglqw7u3Zd@7g$f3V`B&Sq z4FfLXb8>5S&o|<3zWU&09d+Iw_)Q^+^ndtfQKG=JQ?IJAf!8>M@?$0cyd?d*Kg+xv zlN_tmGd&kkH43$#!+ClE<+w?^MjuzGU#(*IK0G#bVPXX;wM0zOhYMQ%%@6zk`_fmM z@Pag1RBZQE>9kBjmq}BqTA&S^A~z--K%5$`iZycZV&I%|`GM1bKYu`xp2-m^$>hFT|fWH;|(3iyu zR^-eTYvT*3D0RM0!`o6`srboiJ7YIsfEu1dL@q~qoA)I!q3c#sJTie@@y7%SeL;NMXxYCd)EIMJZyY1r}e;z?## zjZFp^YXMnuHOCoil!Ev(VrSbN7VEU$v*M^y)S)Scy_Q`D_De%DEJP`^88|-XWqKbA zu6LAz+{i~d1?#^j^Z!{BdTYyz+{r7~sAWntK2^_)=P@5|S@Y+6cr zrUSS@Jw|&NT|st0e3Y$G?_#6wvbyh=fG@!*&M@X^@D$a84rh^y0Fa<4G#|+EujqZY zmJMht5q=Oax^Xceh$wUyf^BIcPLslHl()|e+5F;r{}=HRkL}PMvT4I6UC*}H9F=5G z-3R%`nlRGlux5i9S`Qo7rVy_!R3ig*)bG`^8l2}3OEGOGzwr4RNQJThJ-|wfYuG0i zV5v#pWl(-*PKEPiY;2|Y#=Lq>hp8Er0VV?`9(SVpOL&H{La^jD+9HG6G7!z{gRYfk z@JmU7#^Cb2E|&fX05ns;8itDu#d+FfwdGK{=Dw+Xrk}9Glf_hAdUuV?8%Sram<}@X zNZs#Go08TV()FseYd9ZVWjmvn0^kE~Y=*~XXmJ7Dt_oxE&5B5`UH~g{9fsvux^S*` zk5I-_5OGxu?i+0y+E<8DPeSvntkk6Wxu1w>%@7PaIzu)(To&97ck+vWXsJ$g$jQ6W zyRW8aoSDHq>NVB?q^aJ<0zD;~y?&w$q&b3`k|HEUa1ajoYk<}q-_OH29{S$EE||n!Pfiys0UuJ96O$&dF%M(?Bh^6HoIo5%Z8bN>nd|c zo0|L04v^AY0%L90NN?{%;IfYH{c9kucmjMmBduKxxv*OjE(cl8VDxa;0c481q)vCq z*wnLwbHprOa#r==G=$YcJ99zR`H$h7ZFE;z1^Hwd~>#Ng=v~ zNxa!hCl!oy7!Ul#ud!mxnjQ)X?_{GvZ_1M-|l2}7HQtLQZ#%jEB z7Lm!}bEGct6n&4zDwcJV9|$N~lN-jL22#2xIuz!;#L@4C>yKH;Hv9RGgixZG=EjA~9WJE#*2) z;m(tIRNKi-TBeY<00Jvcmh}&O^#mfNgoL$x#}S~E+co02yKt~EIl?P76U>_OXHF=` zL+Mev=O9?g(0tYd{XC&PdJXpI-dI8jAwD}@7pryu9*562F}cyTbE=!)pZ#mR129l0 z1fO7VKc{$7{XDKl;H=leNq|T~j-lpt*eCq3&0UYPhVjSEZ=*8|)bNx0+`x@rFg44= znH{U^>FE0)jAAiUS4mGN;C*`XZ7LhT({;u<7B}AJYx86Kle63|D^s1;+ zP?-O1g7BZ18q&}UBC2*#5X^wlZNQV6Zl_7r31fXcKvNdAiG_!)IS5`iRdE$-YhR7M z!OFSE`DQgepu10ajuVSP2^W3wt$v{lg!=bRn^R-XE>lWV&EPUABnsL5HEld;5+<=> zDKIF?&Ststo!({QmdO;D9qs~@m*Wf#Yu@lF2QE$zFfe{%ICpTp{RA{WK9JSQ1!_LU!pjG(5PC zHqAB?F_9RraNY^@c+?Z+D&QJb6?pFOz4?{X<1!ZF$HeI6L~}r^q$q->#-VOnt!oqiM?}t zBJh6q5*<}a|F~oBnh|WXX|z~k*F^mIt>I2js{41AoiOhc*#oHZcBOh2uSt6+pj5b- z&)l*{kb*s666f@eymvPqE;V`F;aN)@XOj7(EF*RCOSLvU z#^^_zp%O@)creOy#{}Fq*{eQHKyaIC*#VJF2kU&I2Eg@|EJwfo)M18E_r&tVmiLQs z6wdGCX5_(-WCA)5HwNH28kCZt{x=BRh|7@G&^4YFNrrxV z`Hyc-#=t_$aM_}ypquX@@Gca>&)7>w;wSlFK>sRs9`_o8G8r1rBAHd-%9wR~l1jq( zRMvoZFOOj0)s(Oo`E!L;oassnN~G!9HGfKc>Sw98U+!pB5Tmh$_vCD+4ciA<>b5sk zrz}F}60c|dOA3jjm5fcG=XX@wP4a`9TIvH2gB?8fsZ{`$!)Gu#JW^9T;{xxCgTyMK znHnT?0fsceLjz}sA)(!hyh?vqckl;DMz#=AP4M^DSL*xsi#xBsBF2ChNN9qj^J3K} zt0wqyN2MPfdZM=xz?XzL1N!((W1RZC9s$p zn88g+zipx~Q{_Xig-z!4rD{V)JTVNNi8Q~tj4HTg%oU!b0(M_8SjOrc<;0kBuXqq< z1DVUN8j0i~5y&;{wOJz%!Crki)Bw>C(hccGEL2a8eW- zsU^AqB5przAB}Xol1R@1Q%>)YP`M}XX|1epO?cA;LS0)yMqRqFe1OROeYZ|peG;cUnAX~fg5h~1ssqD@f{67R?pMlB2ya~ ze0KZuJ<}C|Vi0aAf@46o)}Uue))$~k`IY|U&G=_joH~pE;T}}L2k!3&=QyabW|rUA z&e!Uj&>;0Afbn0a%VHds6d{OWJC$!uEY%ma@cK=KHZpbeS= zl``9|%^(lcEMX|=8w9Q4E|^zvFp!F+cKp?AKVwkEFI{K*%>+N$YuX0sNSfw_D6Gx| zHI%_hxfr|{p(mIl&M!WggDAWfH-Qb`(B5uD8R6-NxZpriXqhV^0y=xN-fRKu~Lx*)_g0(yR`H@vd4hZuG!$R^YbjX8=-3 z8t}B8X{m6pT}XrU?|{5Dx-7te%JW5LMEJ#3XIaSI#i(a9;y`HHS83a{8lW~$`Wd&) zbmt#Vf>CI(C)f2Hdx|khCrpa}AD8{7t+0ty<0&9X5z;v|LjuS5esP`A6@KHd;uT*}#w|=%qoi zy2Hxw9S+q2ejxn{Xu-gnV{$d~V@j2><8g5bPUEKO8uvJYLBXA0z=0E}64u6Fwano^ zS`X{MDgZJR;0Z5W7@_xX9fp-Y&l60hmCgA zf62~443VCv#nRL5nl~`f+i4jSRzr6DV7Voi{;!t1_p`w++!%>-Y%jc*j^{I78k8jy ztXeMZVBr6S`FsrccqeMk+pZuF{%+424FTgaYWa{d?3Y!bMf&noM%T& z?-Y*93c0<$7eaLP|MLWkgp*(&qAs(2WO&cpsnhit7SH^yLy~U|4A4RC0_~ z-7vR1N00I!)2A98H+mi}2o+^a63K6R9z4s9Pw^T4E{g9XtQ}yth6ES%;$o zCJ#S6f~(ixkf0L)*75{Q(06MLj3aF6c>{;mu;&KnypUog(ZvAKwo2pg)?1Y}Ug!gR zt~~sEk<7{tTvQtP$yj@khi_j8uY9rXRgI<|tw94$t8Qb9;ls*!0xVYLjl_hoJrS!d z1bB>TF8ffJmA@LoV08zKv?OThk8l-`iN*m_5jmz+Y{UhkPT|6Hp6X6o2vDy-vfWe~ z_#sA{8{@I?k!1-Onp^_c8~eq!v+Syb8AF7PPKLj7A3P!xT_PW{f29D@+XANMNjdm_ z=rn3|hx%Xf;~@`>zyPq?j&NlucnwBI`9-lTAV7D5xLQ(Kxt`?9*1&>sp1QKweZ7fd zl1HeI0~adn=8SM-503)@3iR@rT^;&T-OPhF1Env@JUASQ^Qghfb6cQ`0YiGs9%ih!^Q>5vc|M*l<8$<~K zX=&IX4V#dTO+4SrbLPB9=bU@=X5O`)wVs)OMv=YuZ(sS1PdJm`18o}OY*nH66Nt>3 z1lxV}x#=5YXyAETkAEzui&SN!*jt`BcE0vD54fIR&O>n$iPei;cOh6oY9I)u@0>%WJ2f7Ep z0II}oEU*AD+D|m!y2o!Y4VJGQqa=1wI=Uc|K#&r{bK~u{#+}B?0jLJI0wjy|B*p%_ zT3;xBt-f_UeDg9y&XzPwL-5(pAz-folA<0!X1#_o_cp(0IHt<_{J_8V!->a-=r$Sm z=a?(M(S5j@bEDK`c_DNG@Z7QLMQ>vni|A6zR87cOMqyQu~b_46*#i@?=2No zQ4^p{oLgO*p3bKty9?k-%hyy9TB_CQ_r2m_3a>#>EUGKd7<~7^1hir*xZ=4UQmcaI zjBG-!i4N2yg`fplw^;97)ObU4{dLg}_Pl7h?UoO@n(rq8QkFWXNU!E_-j{cz7Yq(A z2^T?24TM9;b+e!%?GG#%>YChIsa5Er=m=)5hd%bC13TPF4n0ZTo1mf|!Lo&q_JI!~VEm81QvM zGlxfk`8-fUteSG28JO6vqa~^#&v%3dJ!lVUmCX|I8nMioyQ=n;A%Cq>xtPO!AXjG5 z@XF?4xz_0so#KbHN-y#Ycb#1V9w}E06k9 zK8V`sXl?-Ay^~;jjEwbf-PodgL2gkWo2g#N8$t*kGjV0GJWb~p0-WT@9s6imQI!TG zPfgwoA-6r$Kh7Im*vDn~#lE-LY0@OmWCWyV%vqjuiN~1_l{c}q3+g@8I*bJbEfEkS&@uMqHTHtuBG7FEHQH@sfq=F!t_yvRQ~Csb!wz z5^qwgdR@|oW9z^ep)R)qu*nTOGvm`f0?~L7Rt~S<%=0{}F~u=xizjJhRm;v~)|3Hi za`AG;FB8P$ZK)g=>6|hLoQq-KbAg6frDG9gs%mN|K>w)BMSf2=N9=0+)6I{mRuz-Z z_CBaGSzhsn9rG!Qou2^l#>Rm+ru4ny(SPf!^m8EI82**$`E9QINsmEt)0A(G(Ith5 zP2nDcX32vFARybXlx*U~2l#lEwlntVmrE;GA?}dT%%UEMw)Jd?C7JcNbKK0joTCL@ zq{C#N=AZNI(xU4NcMXGX*nGN7ryhesC@b}^Goz8-`6-D*=oD(Rh$kW9O@V7G>{<{@ z<^*8pW~>>^lBW^*o22sTrIV$^!w94}aGlq2^asbXRL)l_$=i1$C|uee*7~~WBY-te}>}hW|MF+zBUx?z1Ihh z@EN~)2|(iZP$-&If$|J9K>l8&1#1p}`TTwe$SII-Wgl?|n8Uf0!dV$zs#v)ky45;> zF9E~YIkrVIL&S9bAhjADbyKVYokD3zl{}y@Z6hkJpshIw1jv^q8>=hS_k2 zEp%>}H?f*cRP6}pl5@*z<(y|Ckd-P9Vda= zP}?k|!PMMg^pH!I52&~t{y?;35RX|4x^!x=aIWqJaC|P$JH0hrRlN4}WNq1rI>amhq!8 z;(gvd+(6Y(L=>|DZG4+;wWx_Bq+}!{-6s0^*F%FKnPju);H6eo=s()SMv8`VZPf+C zbpS7S44Q%cJaxD_=hxJrw&TB_94LWF>-nl;v7!?gBj+Vy&HgVga@5GD)fC!|<>eU=!Mo@cDSit(%q7 zdl3{rB>BZxNC}A?Ze9+=uV1@JUh`u$z(qop8>9&J^FihYh}$$8YSHMl8i%U4(8c&B zQ+=RWQX)(0(Bw8v;SEYpn|e^;NzE&x2AY~IS8C1gwX%*pm43l+I!XQXAt^F(K9k8Lik=hYZ#O~^{1Jt!$hg@BCS-cJjt>lH?Y0wuC-z(au=4r1Ir?>?8#nd6asoi6}@agf7)P zyt(*}gm?)=MT2Z^*n_R9Ccz2?XhP^IB%W5m0Gkodo4$Mr&UNUBaVP0R3wuQ#D@ax<{K{_ z0+Oxy?X(BAhagOLeCP1&eyqbnXzewfMzXPGZkj_d?Pv1cIKqH~LpETu&^^stK66Y} zas8I)kp*3i58p4_Sk(5FaxN;T*OP3tSg&1%d!ErV z!UpmB5trt@AY2`1MqNl(omfv-zTEJ9{}m=ij6d~ZX|+hA6lajI1f7P3qTL?rn;YU% zF}>23CDZuh(vN=NLV-->maAeXAMP<5i0DetLpe$CfVBzciup)o{tw)QmrZm2U;nse^F^=69*R26bfpuEas`qTNRE9jZjHEM1$6=#Uz2ACx z2tc~>z?R_nN+_C`Rq4x6BdA40h%THEuLQ0e?zWJ08vmV!Dt9BH6zvD6PJZ8swk09U z{OnW!R4>*z+<7uO(YBiYz(K2xLrsDP$@7ds6{55}w0CK`SBKWFkDz`iD|{jRKs?|& zdN$#J$uW4)=G>$!q0_o=Otj5leN+=Miv*YZ9*U+O8hU_$?rQrCz7&!gC1;4?*bGm;LSOpFNeM|8-Z{iC=fTj=FV#`601}Penrc34u3P zBp9xqyOFn%e{DYz^CRV}QP<3g%7sje z_U~!1G{r@&@>3o7;Ebh>I=gzOk^=GN(tS3KJwhuM+Z@Imi+N*hr=1rPb;@r(ra8>9 zd0%?^@WfCz)TLD8=@7|a>N!*bM(2u*H4HO!C@pR#sGT)zifSs7#GcXFE8z|6ge_Ho zyF}UB^J87BAa~Ew!o1~pjdw6!C3<4@5Gdk_j&}p!z9DjDl}m{wtUhRABV4_! z$A3Ll+262bAVE8fII&2_ZilkTRb0)XyA%F3^TPp|_;m|$!T&m2zfYtDhGdU%t?3vA z{2);22GG``!(S}{yU!XYLH&9P4A9~=zStWr!xL%=C_37P$VTS#DH{1sHeHHoF_xu% zv{EU)Va}Xu0hen0Z~{Iv1&*2uIFSc{R_n>bWu2wS=AFp%U;$d}#{guVpkhhdHaE;) zl1DBV^q^izCbF3#I&6Ky;6izxUKS5d&9JjB4BtH>L$JUcp0Ca9`Es#$bG>(F%C@8+ z;>_cHbhK#ykX#H-iF*+I=tWCg$;N^JX!ltR->IFL-%c^M_9b<5HIoLwnYpWYXk)#KE&Q`0<8MKoo6LH*5P{I3RAvaV#+ zr4V|pr<_QYTbf5hZ!Dho=R=R%y-UKZ$Ryz+Y?!>a&yGv>L*o6EB_;O+u-i17v4}%7 zgVWg*0;R62Ee=2fQzt2tJDIq2x;9L_gu}hXDnO;3otN0?zHiB-iJANS;|S$1t#p^PtSt!x2ywkGuf8xTfF&Ve)hcm3pLbGH@D# zzSP5;wY_V#iPIU_sJ>+gN%ScwhFdz5Fhf9!bBs4@5sS4+W|XG`M3*_BEqyoY&rF+W z3+bB{&Qu6Mk?Lf~v{49Xo_txJG;=vR?KmQg(Ncb&vU!qj<dMR7NXxbyT)9BVYO z2Z88#BkFCJjY6`W7pBD|A4pK;!26>xyjB753DxdeQ0l16DOsP)1+t`eQ4TiOT=%mB zOj2+9tbQ@O@z}%7-KSguC^bK-@jPXkW_rfxb=&yJoPLq`omQK+TXZHB*4h2$%G31^ zTCh{0=ae-+t)>$l!w;P)a$=ZtF6q9q_xCOEUk|kg4MM^OP0YP8HT@p0c@DJk5mLs=)rLB#$;~=Mtd&sqn^?*w2}s(-(17S zaV9QHy)D0YK8D|SPsvKHSp^iouvxkNV}md2dZ5)6zq+dQOtSMb`nUeK+xI2qCabet z62A*o7yg&d6E{}p$J8@2m9dcgQIH;HeIm=Acd98bN`pBB-^7G7%p8f(P1IQ6t#Qzp zIo8IySY%>Aef7(Gx{bSQutD8996ytCLU4M?zDT-YGF$Wd-BRLc>q4B?^myhSTX7>U z$K@}V=Tx~GKej!RSvBcsJ!IF5$F`ZoUKaTLtLaF5#hzqmF|$_uLwyrl-o+{vwTmpY zstX&eYVPZAx#KkAGz=~hR61YuWD@Pd1vjt1#IH|zemwU--b!eac~YUoKip%ZarwT) z(On<~!ytz5sILGZ&tZrsv>~$>E81J!@eVYrGMn;4?fReQj>QBy@I2`8)5EWBLZwNI z`ZYgsYi+P#MrES(xdhMPK&Jwpbd#)3KSGz(yx~AQ5apJIMu?2dz|r0#+jpvrv@#Og zI*&@yogpUR&@L1xUTsNjwIUzzV$Tvwf!%$ycYVrM_GDhkQqi<$u@_;G^Tdhu1E$n7 zA~em0wl@yi%ihb6 zU6vnr7u#y_VT6b$&`H4J=~s03^E&~MUd+%>)WE_iPF1ot#35T*2ZC3$(BO`{(_}gGECpkuBIO&D(iCG8(fUE51I~4)xDf$7GitoHnJZj+1rN`rt?I z`lL?5RNs%9F#j@Lu^64Eg+*ODyxQ1BPg>~OErUcVIrFYXh{2e8G-GA~99gkfc;bqX zjTflIH7yLo`Qr{%Ii4m?UtYIWD4OT1v=}-7o@bgzYwSF__$Et+G$rYQB1Lm_?D4fG zPPNoe|KGmGl$gxJ+RIH?GAPwB)~ydWdTkU!LwpRc$-BBL*SWr-B02rv0+fI4ch}Z~ zN8YRqebUfsItt4pGh2eh2GyfvBLib3f}tx?1}owyfN4004PwNpgN3Y(VpT~tAP{|s zKh~ha)(8ORO38hq*Nn`@FB;u5nuhva_n7ZSZgz(vx0%0wMoLr>p!nUpObgfme4t9L zEbN&SviN@9#UXkY0UHx8MV?a#rmfxta0|=(8)4VHuTA?kDk+Uh^D*R4yY>~r|7GLcoq2jJ=Yslo!$l-i5yaWRwH7X3myTbf=yC$cS6` zI14by$F{jqu*g(ukxa?p&kHTWZFRuRzD84KBnD3OtP$T=8K)ZDMg)Sg@43!zS3p

wp12l7AK1}NI+LFi?m(C= zyTFP|iy^-fLMYOFsf#(6+w;aLJ6l z;TRi^{@d5%$Ll24b?vQG&M+0O4-d4i;k{TugKz1&JhhZ)U?~6R-^_$~&jmG29Sozy zeTg2TCZ@6no8uKd18&Ctv`V~X9?X4?5X_M^`bn9cClNCHbfE5NPYMPPB41eE#Q2zt z9!DClO_~f>#P|#nhqW1y3RSjL=9L(&G>2_mQ(FKoJ4p>jt9_#Fkp^B(+!ebk^ZoDf zPf^FFhBekkASKYc%YH{ol4gov=VW^-*2bblM^qMb;(tyPU>6#(oPCp>m}B#OF7Z~y zl}E_HB?h(^r3w_l=HFR7`qOdv?)JW8?Me`&b2%9+y?*k$2ceeiW6@cW35HUf4`ES3 zu?@s9sJ2l{4GoltS9~TK#_ey8XLtd?yBr|M`=LT!#p*Bpr`OB3iIJ<#{v+LcLq1*n z?%RcP5&@Q(5}gZqmLq=JG@88NnzQV(IlWm^=;|~pvgut4qHJOLwXaK-Cu8#UHxs*)fM9g;jqifbw=>T3B$Q+&3CQWK~}^^iZxX#A5QE3SGrzL zkyXfDYl9GLm8fj#pI*MU=vx-=92Ng|Oye>nNOn!LJ1xJb^Mbx9k2WCGr}S%Cb)Zi@G_QKD{z$o#&8DEMLem zp#sUmVCb38_;@>>f>5Swat(~KJQGv$&p=GN!RE)R-ZZ%e1w8lOjl~=!O=cyWO7&+S z|Lvsy4~y%p>qT1oQ@{bB0;`Pat2NO7IGpMNd)b3T&dCV0(THWC?8+Tp^f!vhH`AD z0Lbp*RASw}{q;Zp&<0l6w?TTchK%1n-<_+jAn5U${MX{!RnG&L?!u`s6Ef|{7;`y9 zV=n*Nzd!4@FZ|DiAy<9!BkdlZt@_^|gw{mZ886#1C<*n0uAnENTUw%Y!H~=wW{(5) z!b(SY4`eHT_p(15O^pk0ca0{epI&(Q?FeMvmmoP`0yS`m%$KFWE+H<0mW)P-$4g}P zg85}}@l2<`8^H$czD9KuzbC(&Sl3X}T@urIzJlK#N84PT$<;voJ_*`HNR6)v1BFjc z``JOoh7~~ftfuKDFnsrz-@Wl4W>W%(qNWg&c*dXICVyNCahGn~xFDZgbJj}NIK z1>N-;V;P#`Kly$B_}LPAum@P?GI;**-T(NzfAW*RpX$eF-uz_`H4l@eCr2^B(g155pf~wk&}O0?@Pcakwr$Cplq@Pq zA6PN|9|4iYmkoWlk5i`Ixtx#)KUZ&M4>&31@dSEWBQ{G4E~`qW>cZrEsJKo6CnKz@ z1$eU+kilBiXci$4Wlm`AcbmrGrlH_yS=06UMt|8;&bv1jr}cs7cBUyYq!}XmTVS#r zKxEh}jlUus3te(l&J2)#Rwp`k>{A_c$EnD|Pg8Agtc;^|SvjKbgK9C2_=lQD8PM1>ubhgtksqT{cTn;3hw=_BO0~7kH3un0 zF5fQVw{w; zH=OA&PXi)VVZUF!!bqsq-fGz~TFxGpY|AtGzpWIXm06Oo@1=BrU%xk6I87>w@oX}9 z^ZOs{dMSr>Tpe{@nZ1z7#}_wbv@(gh*Zt!UPX0biPOlA;udcGQPUC;6*NB|gGQxuM z&YbG%vDUiyf@#vOb#;vGKi<4#clAGBwl1#@zZ9A!HD-2ju9!ovS2s#GDdfd8se6v| z*WVpi$IQ@@e^$q&U1?l;bc_3hqmEkP=5q0y_KU_+Y2F6O#ywU25N9_q^I3`Y%5|g7fBuhoQ99bg&2#w+^I<0T z+Af#Qm3^ziZbK_p!LcE|b7Rgp?lXM-?_<@%b9u}*t7XcI9ZTw52dU7+|iLi+D z{;cfF@s?L+vIoDuede7_X6K7tC9tGk4~peX$MEQrQ>3bZp3b~?u%jl zr@LZ5+2`76Qm&BuQlw^C%eZ@Silxl-OpaZ^E7;a#%jONl*~!kKZ@1nw@tP=6$D8-y zACtzP{fWdwNR7?DkVV=51qrJ^bPFA%6CeNUV*FqKfsCDgTTvT2q zu;NZ9)Ba>xihRsHT1z3JnFdJ zkammD1TP;y4dbreH2xRV3I1MKKfXx*URXbV`uu%j{dnf}_lflrhyLFS>+gm2Z_DNH ztMK0jfHQ~t0LKO9^J6b?BM^t==t`wyi7zdcDkzqaemP08yZ z=4K9-d{i4(M3fF{}3r{uzVfhe(LJI5KZ>HbhW>rA& z)9?BH0Fs@)3jqE~B?VFCX1?eH4GN+QpFr-`ULI$d?Mo_QmdzGZ^y7iye@@9X)cOFC zY1nO1!)8798R2~aJC`J@Rjc@P+q`~K~E6IIG#asvxmFw10%5Z&tFcV6oQwa#h(P!6s9%&C*9OR^X5U5Vc| zPfH*0=s!=_kB^sYCkc3!a{Fkn`y!v>jfDKy;}rL?SAryUfBa3ppUi)ZQD*F0ID}hM zX{M)F@mX^;XDIJu3EpdNb*PC}FWvx6fpw*sFwEp%{?341`1;NubYoJ|+RKDC&`Y-0 zG+UlSwHt#UeAYYh8!06^!o9C82u5kn7JiT4_~{`JcOe4Xt#)yW&Ae7%h%R8(Jr(n| z%}aG0?EG_F`u7LPx8E_`lNc1{bDSsF5r#i?fnR0_3M6{6cXs~g>HeSJ?ccVIE8pQG z!ZyZoVPZwSM8KPCF|+1ZEQj|t#M~j>`g;q2rYJso$#8xFZvREu9#0k6DpFl1Iwk+@ z8U8mP6E07TU8%EOl&!}nVx7l~`C)%g@3_SIzj?239%bPGD8e}$v-og)A%3Dh%LAC% zU|^P;-`erPcejMuU~;6%w^Q@YtAFU9I_3I6cIqqEDY*^EHyYq*nQywl>u>?a-HFr? zWM6;ieg4}5b>%x~w~o`H14Rc5Er&w5!7HR0L$3Mf2Sz_Ht!=t8X)NywqHW^NoA};J z5E4WZ&#dd>w?8~X{f#l-%ljW6v$&+RW>kg{qQEqM3IlKwQ6W$hV2sylv;m}vj3z*0 zAi52sgYN{-0Z|RhhvSGh_TL`r&;Kc$gpdy3UfBXkI5cQii0%jyhtqh(X?s$@9!c=|1PP z#hdHXwro>vWAlkr(@xX(24G}0OuyKxY=?+brxG}S`vFaA2u4d>n8RBuZM$Y4KEkap z*9|Hzh@q1p#W@}%_H2(y1p+VOp2O(bs#W`2yFepI~+e$4jSqQRj-?0=mxqKCzvXV zB}ZxfWzCJJ)da`s5j~9 zR_|nM*4BGBozw&NZ0Q?rb7dmCzm{y~#6k-)H_O22goys9zkdZ>g9gAJ<0(kN8?+Vzg1RDBY$5*AxgNt} zFGGkHqjdsuK~LsZ-&eSU7Cc+yxaVQlAUVYEcd}j^xkvS4?!ima49JcSs+3+M*jscW?KRv|gM*)u1Ijjmh z{_}wT@O=EUwPY34I_GKT7@0J}{AD#R((6pkH2VM?l{y`)hCH*-CiWd_J27A&j#mfr z#_Q$;rG^zaX%80d7E@qB4fuvVnFZ@h411#8*<_S>sHb!9mG`O9ut5b*1lUPg#+H{*& zLS2U@Uw_HY0gw^qFjR|n&fHsV7RP11eXF5*V||k43o`z*7V}&cwY%HvvUCIV#Px7; zRHT&bA3vt548xsXqv9*2>%YZO*p>Mlf*6&~K(bc+91#s5v`F99LA3uVE=QPyM#YLonREHx|yjoCfa96iPQ1ixf0dbE*t~g^9l~< z8TYSuCj=;{He}1nUIYS1a>wqzB`^p5(Q?GgRbl@Q?*G$ER>Fk@j%5W~ybFe$23*F4}3e zd|iWnIg;mAuRbk&S>4&gIC;{Zc~aAH*6F!s0iK*jr^=x0$pK`dIImK@|5DqVsXg3> zG4V-WOV_o8`M_?wQmvHN7|7@*(*xA43vpv2AzrT|2C4mAykB)U@v`C`SGvh*#wU%g z1+NOi=DsxY+UD{FsU8}a$vzb;?*Zz=k1DH z@tb9tX?PHqLqh1*uxum7W@i$vCoGBfLkn{ET zj(ZbtZ%Wt1U>t=vYh`WgHJV4Rjf|}oeO!7}Ua#S_cP@!{bJRXMYIOR*^#QGcf-V;a z3$jB&KB=SXm}2>>()Tt`-}UiGcO#l5Y-p~vi)LP*Ip3BEIdO`*a!?(~8BpVAPS!3G zg1{|(xk|yg3AfsGXUs5az8*v)XZ&4O{EM`U8A+pVETM2sG$5Z12+RSVy-;go6^14Dye8 zyPsL-EiY>?gKzF{6!<7{J4>%Rei;|mw~W1vzQ!xp)kIYBelWsj_<7@#xD}}x#Yv^W z;-q;!(~ZT;Ix0dJNAS774Rskao0D~&@L6{$*t}|zUEO-UUL!~2c9A7njbcaO2z7SL z30#Olvig~jx$f=Oi=#p??y5d@%_%oSMDs7(w{|K=&1D)S|LZS~oxDliQMz6jwTqs! zOQBhQK~^7UlCmPDR_?XEv3TJnm~xYbx4QRUtA=S4Z)HYn%88IzQOx8-qjfcJQsSi% z!+H(jdsZQ{Nm;-D<+gm@Z+h{@wU%UEMm`I58Lh0o$@ZaHrdb~xMyUOw(|PN8jT0|m zh3hruZfjR9C1th8`h;ac#Fv&kv#u5>e#%swPo|}o;~C|BZBP2PBykCCC>qr^q(A6t zCT5{&r@VgmT-by993G^p_Jq4$gxeW-RHjw4-*M}H8k^(leCRBpLrG(fO?lQHiF%S- zsbH>0JyeL1AsGD{-h(~4misLTKskZL+QhOh)DE61)JRX^5hASAlLH`z=MCnMu}T|$PeB5%3Wm1jk8?jyqTu zlmt$L6vmd~0#^r;JxK<7<3@DIj7`rbo0_2C9%nZe?azfv;<1GGj$R^SGsPBy=A=jp zD3t;smS+wn3g9T>#$6|HGX2457})iJ42*MwVG+Yt@8?fS5YdTdb;YF=`qY6;xlY`Uk4AI4+R8qP?)5CHdz)mK3k z(D_elHbxm9=wx&66&!qadBrK@QrAr=98Ti;L;Q|%-M$3o4Dm|ZC*{daHl<8$i}ry3 z;r=mSUp_PJv9XrArwTKzBT5r5WI`VPjx)60+y4&`B0?Y9kK9>$lG;AB5~Uc%J-b9F zmO3GRVT2y9@KP+2Au?(3SQ#UxWHiv<)+>9n@PzLOdZX*_^Jx{dVzu7qyIF;@&zkSG zAj1{ryj19Lsg}>>emts;}tg_^mpDjG)*T)vYIO%azZRU&~yS-^nR?};# z&CJ~C5*(?+X+g$bwA-lVa%$pEDcp#5(nj;o? z0R$u#bF|a9Uu|@U?RVQROICmNxH~9-=-Jo;i#83&m><(^s^r8MIUyVCp5mL$0^246?BvR?{ziQHK_0 z+z@mDe3l+c1A=(z?qo3dbQgTUCjovKXuKu{p-uaYJZVLR+QNHMZ%RJi>k0kbk=3Ym z#valvjLbexM)|;(UF%jGRjUMf-NYJi=vSgJPAW2Osq^YdAxc8UP3C^SO$N(Wbbv(; z37ZR*PSz{6Cl(tO0YkKIp zk=kCjl?!1?&6Z^#i(V=XDGr-Wl->g&(Hm_2aRITBsMTyw8=9O9mJ`CHh3e3+TW+}Ae{!N~J-5m#lj z5(bM?Qix&}oNm4hZ5b)oUxqhl;ydX?**n!s=~l}mw)1H%(<0oj?Xdx2SvGBp{h@8y znS7E`ZP~T0SRz7uI=jS~$M@86AMggY&oY` zKMqNp_@}P$y25SqMjjr|v%EHTN%TTyW^plSVvM1VM8XAhLpmLZB0@U@z9UEfY%m_a z3K-BtGb2w9QdFL7{tT*PwI8SD^;?A?I%)}0o;Si49%!(IYNU2DBW5^h+dOI-SNpPL z==*OK%^Ds9AC9T+DrN~2vA5VmBb2%42INF~_C>WHG%8N*qz($$f8tn6A<|PC zUW4NC2Q(lm&zwO@^3wt~sjG0ScaH-LOmWVw;psF9m2Iog9B?RfZ1rHi?*ylh-US4H zsF_XhMfFOgmeDZ|7WW!{ZCxI$-ay?h2SS2F!I`;3KOIGVJ8E$VBU1jW$}`5Zpu&_M z0lL8gXQ%|%KtqC6(}4PdBM8WH)TF9Z+$Y$6B9Q}ZZLG?bZxe@m(}{~U?V3IK?YsT- z!?-$-KCwv7u{+wr4=P#dSmbaA1=WpI){6nE&QPYl z5FHtAKpd_RDw3DPPPNsE7)N`Jw%SCa5(zfJsm+R8hZ3%)U)u{0kPWIpQ<1K&B${;@ z={%@YfYXE*s_f{kh}PO|tc>VFMNuzfb3td*T0L}&)m;L@1yH}x-Z#XTj51$yFv|5` z*ueL0IwxrrWV4nOc%Yg*c!5^y3->=cSv{K&GLzp{#E!%QvO7QdLvZIiv~&u!NNTSy zf{oR5RsZl-@z__82!k?X);ljk2xIF-m##;>oy10gIaZm=#)yj_+bm#JI8oO$eNE$b z;X<+*o8}}eXs#}0K3#tgP_Ywn{_>E{s><_~pryWCAWuB2&erRcz?DyZY;m+L4Rzg6 zQG(%1OR6(3Ey(1huN8WLLz6%##H;E3kS@9~*VNRg6**Y5Y8U2C_!9Qtd+sGT{OSm3 zYIGzan~iSB9rRZ0sSL~JYuF1|!2nl{ucix>G}1-3zP?Vw`qFMPxn2)ia}?Wm+F)B+ zQ+4Rzu}z^}R>J&J`ec|6=$V+$)$;q-^6OT3eC%6Hr`imjiKJU+LZS^Xi`a|in+h)o z4S7S86g7!#s$~x`KLhyArrlbb%etz%dYeaVsKXht`Pci(q2$q)#k5zT?>>@f{3|M* z{t_c`eGV-Nq1gx9q1Of$2nT2@!TYMFp&-x)=`a12<}F(__ZLy~;UP@U{e zi<@_b<-|su=1=kAr%#pd4y7v>T}!Q#WR*==?}95yMWOxNt&O#n5OPrUAV*p$1H!#4 zm*ql)cp2ma$)P~^6vT7NXNPKpYYX%sc`KdCt9N3Ddm;ODV#;Q$PnT+{HVsk-OXT+) z4b?_8Gt|X`I_4o%&Idh+2xBZ86*$khfrcm}5Y9?Y*KBU}kXl7L8|&||&c0s91i8?1 zSavU2cK=uxd*D4Kh^>H5nF6vE%_|)-{EQSmkhtl`g-<6f+uz)b-nRU3pO`>SKKc0) z&`@t;nz~Rr0^_T79aP31 z{==pn5fOf!k2`f=4;>bz4mhfkGNd>h84;Ju5trAc8y1~+m0^l$7ePSY1HyEU_l_Y0 z{1qRycKk*)T-V)eANsy%M5`VzY&#{qbbVv)4~1twKd9?^o=y(C1GX9H`B7cJRW?!~ zOw7FT0%bYK4=JUtlBqMRKU#-wonF3$eR{RMQ#Sax2%%ges&sxq(9HTLzwP&HP$Nac zzJ?~yhay6vz-F=^fy5j^>EsD?Vk(e`m9MX_y#ka|Q#iqU81wWV4>7cE)H3f}1-E*^;g11_!2Z}g-*%#%(_v|f28`X^>Yb)68*|Kh+i$;+ zZ%xro9q9$=$BB-k4mc>BBVk>+B^Nk#P*n1Y-%Q&P8XsfJ;4XDg^xmQeXw8Z|q8tqS zT?+uEI976GPJ26lRu$OH1A>o_S|rJyot3hUsMYekiA zj%iPX%jO0rFgkhSa*wm0Ps{dsH3cRoZ2HUVs|)V8bGFI{yW>T8f#SZlvN8oU<}^^x zbq2cgf}zkj1Z-vL4y~M1_l0&#^#Yty7fQ!tp-J5)Tm9-lXNF)D9C_rn*S!dz zgC6q)KyzIcmGSqKBefsoDLiJzp z?w#HPQlKB-to*GeF z{;UqvA9tE71Ld7Xf>E#sm3x?vUz|J&-gbA_X1rZI5)u*^9@p9sBB=18%L2!A&Jz@8ap&Hh=2N8b}jMt5PUD$Om2cNd|%>g;;c21Vdoc7^@JrypZZb z1491^3f$vAoAvz>h!cK}xcX>jmS=-ndj1L$js~w|n>A2E?hL2p?=sFnjlm}RMKDXb zuz*d|t*j6A_xG=asu($xHt`dj_Qi{#L}1WW>{wK<2mXEL;8zoUZWMLebRl|A19jIF zTj4W*!Gj(r3RK><%92`m5CJX_I~vEkn4X@FTF(do0&YveQ__9*^`W9|i6PfPu(}=G zrOWLgWo{A`EIB3Nq?LozL{YPA83Z;D#Rgl*1cTIhS`|Z362^MyFW5BngtaHOIU%$G z)XtHAKty`FMaT|pf$cO>cx`e5LpRe;zU41&%mAufum^nEgF<`3;X?f+y%QYH)}c!P zD|@~pVsm4u#2bu&ImI?t>f6*W{&A)L^iOzRN|f#l2Yu>wb7=UM!@|BY@(RCzqXb>x zrG7Ax@q(s#cHOL}`VHup`Ah(?2~-5U>0v*;5?bt){hWl!C*;(a3L4K zPI}hwr7+}zxjLGAdcg4oJ!SWPF%I!(v> z=8S2SL>^fLYpTA#$$x&PB_wx~ z-`=(g?smE$2{7jNId4Zk^b*UIRkbLPKWVpBvpiTx-a9WXEuGR&{6bq>n--K_Z-{`9 z?F=N7EbO^`4=zWJuWnJr&U^b+A|L?rCnoS^+-cy(?troS%&E46upFopZ6d{&SBX|O4R9yj?wa?6jZHg2FP`?ra;0!;X zpA~QX50gno!IZmgz63CLSJl-6I8#93p9_3NI{^~M4=Jn{nkx^kTHfR8c}{R?&VUDJ zxz5I{KhiXQY0ZS>A6V7XPhmpOZ>i+n8fpe|F<=iLo86sv%o{IwFlHkeVE}I8L@z za0EQdQ9$uHNfNhg4KRzYS_x8w0{MkK>gLuj-W!q#N*EWuy47@c*Zw=lq3)~s;StZ4 zD`se0!@!eKTnpR!B(j|kFMQ;o8%c%`gPblKYlt)j@|8>=4MQ1Znr~<|)h!5;EE$b; zl3*aQ)gire2TE(!PZ&yv!3W3hK@xeW`g*Z&0SpqZBGP^co!#|n{Dzp6x$U9T>N6o761FzT_!aI0HpPdX@Qcan z4F~>sxc}@=NUnruZmW;4QW*2oG<}Lx>YKP$dFXk(=(48Eu)lM?gr%dIkG-lDBI(Mj?zAaSgC@92^|pQ#}Qh0D}sh z3K6#Tg83^)1U0a*_XZ(U-$s>An!=n}h zEBKU0c76mdnR1$^{Z5)BL^ zsvYv(Icvu^5B8v~m$VD*%#rLFZ`1g_FA&F-1GyV>Ewx9-Q|>R=Id@LDKG-9Xnr(+m z&OugMX<%qp4t^L1V3)S2ldZlY%5TGZK^GJqnv;VILfT+vaSW)+RMvpNi1pyv{r#H! z*{c8|03+82dnHmU0-&#l$X{S%NsW4b))o&%X@M0+Wm2>{o`?|074IIAa?iG&zFGQ! z_$$o>s-~e=MKoQg9{mLi{KiRAG#QYsU48(5NM8vmmsIv|LYL!JM)#`z1Z>+z$l5)O zr0Gx{5%vC10W>Zt=_5Mnz)b~V&&}6nDlevL7xe>aRYzFZ35&|8kmz&$MaN8a&?=G9 zl1tTT|1voAX%XE5b+c@29D<1+x*(_+GNl7-eBpAnYVq@|?tBJ6Kfel)Ne|tT)0V<* zhAk8r3ASu1g1R889km0gITHAujo{=re+<C8&KyMVa;Ku+DT(|<(T!StM=|G zz==XhstX_pzuqR0n=#Tl%{SVu4EZ;2o6lFdwE20T%MpNVee8NHxAkm*$5)~>`Mx$8 zat6%>2G#(h_=Ri>(xQkJt{7iunlw@xQ+(f%jggw53ux%1|8R_px|QsF<6jWYj+Ve0rK32Xz5TMv{|Xd~P!aAH+&$(1 z0<8elL(|6djTe2hoto(mtKjPNY{UA=;A5e&X*dQhZ~u((x87>4J6xl0WhBfSiZU!( z*X_Zeq@@bC@ahwwKyghr&x!p^h{jp2X!p9wYneeeaRy)om0)n*CIAfj0ib|>aFBu0 zpIc&Tv5=Oi=SrcSFUDjtMxn2f4OuTf%h1T53z%Z0^( z<6BD>+?43mlU9HSWc;RY&Zzv~ z{hAnrOhZ$y6a%Q>H`9End!X+61aaY>Up(q+O>xJZV6^J3tc*-Q_&U1}a&RFsC%VRh zX%Vg(@iP&jqYUZ8c&AID{(v8W@!ij@l%;5@^^!d-o7s}bXy3n3{0VsuJTTu!(rSJIWu6%B<|J5dh68jshcTPv{a= zKrMP8*s|`a7mcurfu0Do5xD_YNCDivr}(J?j*~isKfB+*Tl}sI6v$JyEl1|zOS1&$ zql1II=~s!}&TK2v$Ob4a>c1d5AVQp6h5tf)X9U248DV2?fhK?(+#)=G!9!RdcqQ)Q zTnHg6PBF8zrVyfsG;jmlVW#?!O(C2KHaEwBevrvwfFR$@Kd}nS=GF^&zWBOoyI|ml zIs)_D8`3CIgjw=%+;Vt5ySs30wq_;$C~qoExVHU}uhgXE0GniZ9D0zO-n63qP!rKY z2%;ytUV;qO)zt|ZT(pP-i{OS6Fqty|tJWKo-RjzXCVvBJN*&MnH98^oPH}pNIQvQ3j56n3afx?!;l4(zV za$Ec&u8ji%u51CgxCAv!8-7*nGhu#>2M4n;0YpM8>nv;Jyy>01`b39nl*RpQ5E1R z*PoP8=Z4y_>Npi;<*$aXs2?)`R7?+)&7i9O@ur}ZAvp?CU7ck9>HRAZRr;sg2^C>r2~C||gtA3BGMPmUWfT)>^p4LU^b3mYFLibR ze$BEqH7UshW`KFe-eX6Q5ALaRb6b`xdioYZCT!Gx0IL``ZCGPPh)9ICIYCnS6+?(L zz9IHG$|?j-5{A23Ug# z@s2%58lo7nB`%u`lR6`{lHoVDH>f759e}JxZhP_3=db{L$HoUC1JErB>VcH9A4O|` zSmZ~2?u-!78mNS5^e`$Iqh>5BTLfWatDwBI-H0}>q(ef7GmgZ z0v2d_R-5)wIJ4^1k%oXd)G=dOB2oddY#_MRUCyS|hd_ug_CV^m7xUcNx^wO87Xix1 zRj9~FW<*7u0)tq(a)1X=K|Fo;7^Dn7NfKg^aPWi|Kz+UuQup>-?raFK$Z0Y7;p^!H zYBL@vZ$wzY|HIy&2U5MS?c?~)rc%3E0~%DMf$RoE85$5WlqoV4N~YQoGPi0s8InZ` zg}nMGX|2N3r3Z;8eE&8!gc#o0l~?S5C3LcIGjtnSg31ZD+wP z$Yms}pSJNkL`YjtXPlTUZ-SZ1SD=U`^InsW2zf~K;#6Ilob>y+pT|dTZbRo`t@s>m z-u_72?OWO^6Nx{v#`Sai9Ux+6=$hVKXewvZMe5*Yj>2ojg{CF^_O-8uZJ(uljDOFC z3HmU#_*h*P^FA&qjnxvb5__JnD_rpVH6CoT*0bo^e z&U*iXnXwOhtLm(?Ce8_U$ou2<@Y3`yZNNurpY(hQh)pr zTE(W>xcs`A2dk2dUgJn2U`|o0Eit2JrEM+_tDQAf2a8yY1MJ^lI;dM;nwY~)9I3+< z<702<&Dq215pYLNc@d`g_ing<>nK8^uu=rZGN^~~~E z$M#SGzBEXc#Um|lR3U6oS)SnAapAnNR@9e%xLiZlDufi&-s%DU$hC6hT zZ348O8+pQ|*Vs8~-N73QLQh@AR)Tf8X4`AT+GWTH_aLw%}%7*$o z7eOO^4r7i;IT0XHUBFK~Gjfr}{n5m6`-@w)CSM-T-SU%*1g|BVC&wv)G8oda$UJ@8 zO(j=D#f_FQrp#FW$G7pi=~WV_Q8d_iLJDd4JXn*tn| zk9_5_5x;q&v@J1a$$zNa|Lt7+w_{OMKOzE+LIge#AmRrmcncVIfq{YA7R_!u zPLyEsIz)ny7g^L^T(>9;}%Gd~28BifB2aMK#lw^;D)4&#i< z#Y03_KjW&jgGxX2{dq7EoYzr%`>^`fqe=h$8U6h);^11wf!W7%GIqg|*t9HS^T!;= ztY-FKRzOpZ@nTR%%bU%kf&RHc2g_<2G;=tF#HnM4oyjAzpo5eLuvNtg@|PJ?>!6`;FRuQ!;I5-bl}v84vu z0`OzYT}ae%n|pngM_{Ir50qwYzKO2x97?7ps@PHucF|3Ib$nYQ-f@)W_TCW7D-z3{ zkMgoaI!D~P@-bu>3kgRhlzt()6OuSqrk=WT2Sb88BZF;bU;cc*=GdR_zH}V+h#vIixS}6If#A} zJcotVPyClsR5`H;bcOf3yTQMal z;4kzb3KyoLEKSb~Vn|ErX&rv@(gbcT#1H9uwyrdCh{))upW0q4fW`po)w0$2ZwG5L zI;5+#F0g-~@vqeU6T9!{*D&5_0Pd)!H&YJGUeiLRP=&tKB2wjV*X7svY_58udcw4Y zhGrVNLY+{Il}NC{=%h)cb2JUNTD8i1>G=&yaNzQh(sZJ% z*ca6%PBzE36M1~)Z-D`nqe8t1jgRX9{oa92!wjVOn39#33sxItJ*J`7%V-Thz?yT(Pgm=)u?)opWK>Uo{X}kNk zQv;WF_-zg_pyg~|q?~*P5qaYylBc8-6oSnW{7HF`K+(Ou1WwdpE0e}Dt29(nOc!(} z$BHYZ0Tq?xUIe9$#-cN@Uj-heWCN!jsW!I7*|=mEPv%kh$)#iRP0Vk%r7psYi>G48 znF5!${B;nH6qjYO4AvXvZPG8?RK4+N%XF}od_jJ#ifLne8I0p7HlpF2y-^y*Pp=@| zc`2j+=JgLKG)-qN7ma$rw~GBIHn9sqDX$mkK!1JB<#VWD`6^btZoZ)b&i; z#{b+r{-+ZvA_kqp+=>qpyV;#ebN>Ios{i|r`2W#W#bCyb+GO7PfOYjwivjY>w%QEa z$wAlC*7v`Cx%<`uwFhDS`O+!at=m7_>{&a7XGr_LaP6vwTuZkRYyY<3{s_ah;ZZ&B z155-wlllc@2e`VMU4|R`mF?{BDGe>?(zR2k9u3)vWC-$R%#}ijgiHoCAT?5Gq85VA- zv0o)c-@0BHg0b3g|3&7oeomENX;*m22bXE}0dIv1`xZ7Dw?!v2UynA?TU&GHgU1KA zkbus<2AM&vrS`i=^meWej|}P;pg&Fv&vMIFYMxvFNH|yiO=i>0uZnI4Q5xMt`p(YI zBM-!PCjHdA>_n9)qiNYqsOMv1Vh$dP?r>x8`r;DS)Ys<)g3je+T*&>wc1HhH!O z~^t*4xFrclmaAclUD9;t@%GW|ew3-^wP@fmPC(BTRL)g)rHVyX^de{{CtD z>~2?!B>O{8dK>QvJ5PI>E|eVJ=%D>9R7zyDLh{Uq{zAz!!3|5V=GqnSYx*+!RUvEi z>qvn0)O7_)gG2T?QVFk`zcjvC@pk@!^M1Wf5r*N9+|+%0hlQ(}f3?4i*ElTSbTiAX zb#VTHsq4;E^zl9ImwGlo$n!j2I=sPsYLQ&Q5dB|`y1QQPQ{%1A_v7EpKg{~sjhZ>G ziA}%S?>0&fck4GO-skYvS{(oE(U->XN6)$j)pGi#r24@gDH&Mk~yw#ur5=xt`0DJyY?a0gFbeuKDKIaINBf19H)W^bT0R zIQ*Gs)2}JK4#NurJMFC&m+mVZGD{lmF|NAIzfsO9P1~$L!JUIMvWMIb4~=K(Lj6)qF;OoE)tm%nS&PORSr~0!8-2L;ZF9N#h)Pq6X&rNDe&&eg z&Td{==P9#$f?f-&e!8^3mN|N}56y=~(aMmtMpFsn4y zR?Te-`WoHdI22~Mr+eekZhPHlp|H<08OBm^H<|abvuxl~`kbNuQ=ihCMhEPY#dH1e zpNGm}d)IA*m11(a)7X0Lnc4UW{2&bWUUWXRdqb{xk#BD_WmSb_yUreJF3Tsp9Jxv@Y~xys$revn#lUAZFj3ehHhPUP0X~7v+w@)lKrg# zRXa0^`%n3MR0XV(ctn5DgXvzaMrpLA={mbwK`Fe?{@6BS>%|2J${jupDAnD`tiI%G z`&u@gO>zYbNaR`$|D~VAytJ158?N}@K&Jmxs2rEqg6q`bNe=F8Qe|)&M*IZf(A;+l zM^ygfZ~c#5=D|rQ#nk>t(qO-S;)wv#%8|WX{Rha_)W}$EMR^~4oNIbU3=V>&kI&6p z@$a|H-@REPR-oFHJe4KO-X%y+P4hU2Y?J@Iwt;QGN6v}sPvMJ?(yS6@zsQHmGMiME z>XsO;5(klpiCJKb6cFk{lk;{^S@cU+#cCO>JTJHEJp0Oe+zUG=M0mmus0)-hj|>es z&Fd!Y_CGQX^ZA8~-2U9G=z{CFxAUzWYvMK^P_#dCju@ne${^j*=b3K-?2{xfpUhIiiw z)O_t(*_h?(*Sf$E!!+Fe^Ep4ckqy>4>_6y$wXz|Q$c%QknlT=$ch(5x z2U*tNua77hza;xDmS&gu2{3%};hH?>G1w(nc1EMXT`H=42TzqXQ##sNCu8m5P!C_2 z8J7(0l>7cr`Y~VjFY+3?%Lt*hKjHN8g%CN0u^8_1;I^Jof=Y6UUW9YfY0{gHzbPDl zWfW#+=TKuADl}l~>F)3ZzLhVbFUkD5a?dvYKmwNrct0r<#eA{X#&m~!6=(trCH z{z!OE=Ls{HcKUQBeGr8x1w)jC2>buXOY=Y8{a`NC14(|@&41|5;`j~-Nv302I}yLi zdgS!7PpL(#X_+9rMJ83k0h5pYYL~YE-`ns1;of3wnNC^<_^z5@X)k+}0pO1$#pEup zXuNe9*&D&f?m~JY(who^)TTDEE6O4;M{9B#Xk29f8vl_r6kstFhg6lFBjXwj@=Tu8 zw7-QBQNqWW>|dK@3y>+K{e#B(* ziOUi&OZ6&y^LN-FJgXN3tn1$97ajT8yxbY1W}UM48%2svjgz~}Z7I0;6lY}gh2MFk zIj3^VnEo`w_r603aF@3tCrXJvPLawQrOu`8JE9*jlys}UP85%Bq2w6wq zn!54_JGi^v+;uwKy01@z{mprWQ)T72dmy&(&LF=jdjBQxqOv{PS7jn6x{U1x<0ppc z^n*sf1RP9|vbp(SJnvl>8mGf0>B;U&?FX=5UJsMfz)E+VIWJ7vJMbAn%Wr}$Mss_T z_7l5yHxkN@;>(k$JJ#?D$~S{0=fpwpr0?`_+H*zT%>kUfZi~p}R9ja!YRX+0x<%!& z*}jM>>?PkR9HjXm;MdbwSOf};wim8_t+UBob?a0qL5Kh@r-vaMkWV8bawdzuraW^H zhhH2wQlGWDTH}-R!NJuQt<#>yl+2+~l373P!2CM`>})wr7Y?f0NNHgO7(O6Yd3rQ+PCC1ouf zLKlx4gC;-|MSP4XK5gc753*tdcW@5m2eG=9JoqH3jlbXg?0@B_)6*8^IKE=1oGKIH znj>n!LuODbqdy_!?{G92MaEC6Vxyc>Kx0qP(b>$=gx4}- zU);-QGr;}*0&BXNG^-Tkeo(k9ReS;Fx+$2Xu_7v=tPrW@YHbYHt3`eUDmSq*a&m!eElf3TvD`y&hjm3R&`X-QF$b*%SJ9n_bG! z2nY6ErCE39&Fq}ppu3CF4)U3mNeXf@{n%YO?*S3<>6Rn3Y^|dcS|tmg$!ye+j3$9U zyNkpM$le7s8(&QCvML*U%+-`1{>F^)K(`m|IOx%pH#hXrt~QwhrG?IdOkW!iLiL&( zd(tNaZ#ZH~*}Gj(TdjxmGRN`AEw?M#2Z;Hqs4QzTOW>nZdCX2~AH^Sink7&+kwfUx z@j56$zF_(t>>mZ%d*3n#6orzl{5suDM+ZMf7hn$tW=ShYJ(z&Jj>0=r$Nmrn%3gEo zCK(3T1P@U%`i{%LE^ht^!*{8io~xaYp?_Hf28(maFwdSxWY|rT%iVCyxV}TQ+DJC# zkk5ig{QI{^Ij)6I!*+@O;*74t=ihi#w}Z0l3lU_J`rIvFQvEk_PAp%kX~*4C=;cRt z;G2&9R+;CwV50={_dnr@_$xEA_w;`&EF{@qBM1n2}$)yP1uLCWdE>{p8bZ z{GN;NWkY`X+_n{UI-Q|H@okBWnZKs~@DKypxN*3ZQd-vtdC~ z$|a~>q$nBg(u~7*-k&}Oa&Y(Bpv@E0I2n~UvYwFL1+?^UBh_WWVAj8si2=tkSWN7? zZF3PsV}3G*Bwd14>ng1wbEjS+<>FviJKLKL5Q%YZHYPqOnRpPocIF?0eZ z>(fG|Z|AmL^Cr)Bha{60FER%rajkQxBD2M#SiGvyHv9C{qlnHDPxHP~)7)@^TS{%m zQjX#s5skCT0-77hZG=p#{RK}oH;_4pDOoijgWK&F3wF%s%3?U6A+vZECUbY^P(ti2 zq@w15kY}uQ@!CqT^=rFj!_hqnfSMi9f23{WJDe!fY2x7?Dy}jN7q8TvgU`7cL95G_ z%q$BKc7}WNIkKNYqQZ!9C4~6Poa-h){782g#S;)kX&LX zt)c_Ab6=Z`G4pbG`|+^O>sXqkVRf6fr?ZPW<Y(ONHigY$m zzOBHyH+@D2nQmc%ALrJSoA0DGHuv(0%-5!axuEdIn;QWKUY2h=Eq*vGu@;tn!dHIV z()t-fxW}aLE#zL4sRpNik^^@Y=VoVb%5v=BBlZzu)(UXj@46jTv-6&FYl!&R%f|H< z48Rr{dtYiW@1l)=d&1Y`62k=5XqL7$Q~K2WyGfHnVDM)YFQI%76@8lWV8seXkYL%8 zS!GpjCnT%Q189-%x*c~6BUY+~p~{;}G&C|^#)!=nWK(bR0(;aPV_pl(br`Tzxwlt! zRpToMqoa$RUa3pGy9$CHaHV@mFNykWoj$)mNJmClnmwKjP z4^E=UL%~n;*dU3^$4(*}cdk7Kiwlz4t_5)Zxn&`RDztL;Lg+JxDGUcSy|S(;>JdDg zPgVELsAQ|PT7UjNVjuXTug`bUhxRZ5*^+012CP#7hku*|g* zol{LT=bfAtbLRMhvNpy=)e2;qKmMJ2)~?$mx&ciy%P{NtX*L%2`b>G|SEHRfpEov? zufGq{@HLQU#dTI3)Q2&xLGPDz(H!I%r0ZC|=!V`<(sEQ?p%!WRl0GHp(bSFQx;F}+;v#5R?ijvoPxg84_1EMJg(6sW3nb>+ zOIJP)9e@n|1+z3j8FkJm^SE(Gbr&1mxR>(YM^hwy0BYY6&{D}?{n-p4g%6~fQ35Y_ zFyj#(VR#{>O}gd6;;q;4OsQEY? zz~lZen~Y&Pd;83U$qo>)CTni3a(;~tC$q$X|E?)5ZUY0D36OWZQM{zpJtWMDTX{+^ zE!)K<7$Nz59mwKADHhxOX5(oc8u{jI~x%lrU{XC6dLWC@at6F^x4r2gd zSw0dHcMBTPp`FHIZ+R*y4kP4ITXgKRKGlddT-`%&YA>%7tIt8THUrFF^?Y8k_BS(R zhdj)4@;;iANfN$W&Kp%J;2B84v?(`B_i&mE^f`V%Pu&ple9-#od7u!piPNez)xWae zbF|+xnm~moYVsT|hYpEnxS*9GH&)&@0=?ONOY*RkGJ_nVbVwWO`T2-xc{+3_^Os}Y zg~H7*5;ohOmu`(AqwJG|Pb?ZxqKRcWv;|#SJZ;mT_bHS9uL5)&cZ+YY2qrwzWL^Q? z>mEu!(0A>C*Jb5et}&m>m-}!6WfgHWz5KCw*_bujLE@dfG=rh zzOqE`0?e@Bi72k(SuKq#L#-aYV5zQ%`f>TG9EtV^11>FtH^f<*Hz8cQRlE*e=ZjVp zNpHFe_HdhBd{IhQK7ZAX5NUSa^Ii@L&BUsgBBzn;XN#3vWWoCHUaM<1 z#f}$5$AJ-0E--n>3 z_TWAUy(rPh2Q;G7ju)#w(^Rh>QV&0*$x6e|C)B1Ln>Y{N6_w`0k`4tJKiITp4p*0Y zRK}?D+uYnt)mqAjpgj_OGkY~6^0;~W?jEtz@fNhatId+j7~Ec6b7gebz6>_{IRsMg{+!w`4NBvKaGR}iVvau@QY8%iYpu})hkeDj?n&Btj%*L z0S#nGrG#L)i9XoCX%HyCQ#gVKJ`Se>cO6rt`jh$`)qN}2xp_smy}Ph=>N(^fMHlM2 zk`XTm$JOS;&DR@{nz%A4vnfRJ?R`hoZ>)Nhxu9P4J+KTJmca#e$Ir2NuLK1)S{YM7 z7Jg1C_2;aUm=4WYj!MD2u#mqKRa?k`KIc|(XZu|A>f{bk{POH+c0$j5m;Oo7TTCOk zB=Cy~rNHTlJo`7aCEVh(U~+x>0FQcKGJKH$^=N#lV4*U(87zeS(G|T=#)IM6S`&z) zOvnUDuqdM36c<*)%U&X|vy25{R;JW?f~&BtVDoYLm)vQGvXc0tn;X^Mk=-5I2wC_! zRcyG5F4)MiT8PA?bW}COoMwl`;w$_cK*k&0jZE`iI9iCuz=OYT1G(|PLf`{mxkie( zdba?X0Np`T&hmwZ%~XY}7j17+CE%#m>C7mOeXuOlhG}4tT1j(dwCM9F_<*eV=>CAy z-66r`0Mg_SB2%KUq!|mnTUfJ~yM;Rsfdp5xq@O}ZV-)`kHI*qoT1BfZ;N>;QVYEug zcex<=1XZpyhV@q|<4I8OZ3|A--i}&HvK}R4Ewd>%7LC3370~>ZLDtg*SQ1cT<@5#Glh&%=+-C0In3Qc8{I5wK5VS!b;sB@ z^JqLpV2A8LO%U+B^)ef^cVLb@=EqtaorUi@C%Z$NY1(mtWpfHp?t_A?+)MT;AwMxT zaRaGSi-o^74BLDqlfzISEIbx;xA z7<^_h_xqb2`x9ziAu#S<*xopHrLov~+NiOcyMl>)x=?8y&kuNS!gy~U#!?j?Bp`(J z&Ih6uk?7BSY@l6#y(@u59Em+^wy!x)BDLKaHu?#MnQLW1#3-+-X@UziZ=o&b4kjLn zR^h!VD3ZvTna}|$Km&v|&XanFTqkO>blGQ3!aXAGGG{MBs0)6cwrRSCOrJJolpH7y zxu_y2_GR7PAF*a;GMF0jo)jYlQ%s-6_#Y6P!I?Ta&_c{=L`cuX-Jw0Zr-WG=I;v&K zPC@>yO>Nv9VeTZqXrrSI2>>a{W`g2Y_V;wez~sQjsVy)^_Js>yR133I^3~pxO`~2Z z7l+owGYhrQL!4!$6et?6w0m3Fv+%DuKenhJAMnLh0iSV5sI(UL>vMI8{ z==!193)sFV#2Mr#>lq$VpuE9nyO;d{PL1iT<(ZtU0RU~Ngc97oW@L&<1qBgn(p^Gr zQk4a{+pSqfgvgz@EY@uGz$H&eGpX3~NSX}WarO9~x1+;v$#*I5-Gh@apR)Uuh(>C| z@gYy*kJBa1aKkF9$s<0PSngLlB+9L}ENoW3j!s!1(Uxf#_VFOtB$Nq41B7FQvSMzo z9v{?x!GmnlL5TlRZ;0m8ICDI~m|4qr7!58f8Op5QS?45X*|%ChT{59WwcU4qdw{t3|i)P|e)OPileI(E6VFT#-zQFR96K{lO@gSHTII8ZrQf$?# zqTRZ)cQ`7V3_;d%HpEfKJfTFw zC=HjByM7qxS(Vw73yUpvOx*h_(srvcfJ;bV9=$X1DF*xV4`+8NreB^g_Rso{OMMxG zsUjbaoKMACbBms=g(oLWQ;#1+D_j7RyqERW90U%ck&81pk~(=%yvk5Zv}qjsm#mjE zkvwj79M6G7wY=I5t}B)fbH$A3!?sG9U;m7LFZJ+sk!4LSHiu5^gFqE$2 ztFoBTi^h6?yIK9?bG!}JCn%W#!<;08F0?ldFp5g}F$pHe71j45mq{}=BJf35k=SA!)7{SJ5G?@euJKm%&Icpu5R&jT8 z#!mf^pD`IB>MO_=@EF2n%n z%cr)$D9LMqrf8xM$4KLcA- zm}TMyFTjmSpxo1ZK29iHc%2c%du{-BS!VKN0!h9k6l)smtLbeabl{u7zg3JDQ(-q5 z+N?i?E?tTFyK&Xh+SSeEz}Q-&5LX8Ww@}?&OiL`;iHusFeIFXJ1_G-9KM{M!*F}vg zgIIHxO&P&IRFmJUiT}1qycB3l3BRH!^Q#(P3RkycSZ7)K9KNs^7CqbUZ7~Um@z1=; z+DpgD1O&|+^Qky#)rEE!SH@lM! zaXF9iUhoLI5Zo>|N6h&3!2mi;SccZ$Yx?!V45q3)If792%o~0ZvfjvYPX^0c1yD}; z<-g`^5yHzA5vmL}iZdk; z^R_Jj6-p+i3JEBZGk>W(>#YmuF_>!d8uEuQO5XtT zpLJU7igEW4r_u#K^gH>V9Ym3q;>nAXGS1qeZ|v1$1UDC`WNr&_iKu?a{$Rhu?At+X z$f+Vdj)HjBIJUp~0_*D;7>Jd&yrh(&uDEwBpD@XsF5kE_QtoeHPt=;m@2Y;)dd!Aa z48`fF)b|ma!x%N=G0eZr(5<13t)2+k(p<7Yrz@p%*3hFxBhzs@I4`O?&ibk%WI2Sc z9uJczk`JAN<Hxo%fJszY%86_97LgK*yt+kjUT0uJ|8bHTzt z$3EuZ@s>|r+D}0>v?Fb@K1Q*KZ1)*Io1ytRPs1?@48KU8Kc5mxS~CENkqU{}iRaPYiP6d{ubTNjWy}OFm2DBJscTnf zwOqRc=$VPRC-X#d2@448OgjoCETfgqp4jT4P! z0f%zh7e->@u})BinPLE?_9o=0z|}F=P6A2{^McMr!!1gbT`}MF$!n47!l8(hQ@w~# zh8fJo%w01S=ZYF=m+8-T`Fdh?-8)*@Wg?udxm?HA?XDzwC9zrCk@!JO<;yazj_WR` zuNZU98PUbXV&l1VJ6DKMz7LB>hbRx7Kdy}$7#qJz%i7{+(yMWSn|=jMhbOs4*_`+w z2XekYm}T>m?|n9CeY%O?Hf^UHD4VoG6Sx)2g~nVKd1<{vk$N7H2kSpJ!sB`lY+MbX zN|5-t!MDP>8T8Ni_$z}edcR1i87!s#``}I%cn*`kC>aJ#ky(Kakou*q9rK%*7rDFw3%MbEa@2oTG?=@obvD}6@h6zK<7Hy+Y9%65S7WvD1424gxKdf0x_S7-= z@>wsA%u1+O+(Eb1zelu@ma1fvO1rURq#)dz_xDgVTXGTn@>j+TItmH>NdZ*gGj!)fVWI_=n&J4b`I0&Qs<+19CesNs zurIBDlau~d#;C2J9s(M$QmYE8IrdK)^L?(V!h!Sj*yf-f@U8Meu%5Km(S3XezP?`; zNTb%$I6v}Y*I z_t)Cv`|X?0p;a#P;4ZP@u*r&#fJ4Nx8e{_x#0mg$e?^NOu5ZJ#uC{ewZ~-iGf_Rq< z+GLAcb#5blj%+Y1;(fni!x0xa5+_R?)AGU5;97t&`yAq=;;7Q)uZM-Q8A~q%a)9}c zUCFxDC$lF~wMzMtUx4jW3|wq7cn9iW=`VHQ-|*XBT->r$1%22rn>m$fc+s-Ev5*8u zU(kqL%p#UKbCG<&Dgj$i=2OsB=Yew2mVRkfs^kCpYyOvI;xLo?;H$0TIyWj4L-lHE z5J5Mch|lx!v1t&cxc?(|fX{-B87)26`5c~0(*TumK&&jgq|u>~MpD;7v?Ybcc1Ky0 z9u~6z--S2Ak_Apr;mHnc6`U}wCnnHFtl^r*l!C{>DiR5V)RECVrYBQOQBrxM`rjn&*uFc)l7DPAjS;_d zO}fWx{zpOShuAlGTV@F3h@Br5_d3dOQ2$mjqC;jA`5j-t{^Fb8To@x-xSo1@oR(7m zHM8a!DYQslND(owP#3Pxjj;}CISKwcJanQ$u3qv~sj;N9Eh zOS?2?j*zY8m5DTyA@565tYpdvZ7NqXTdy*+z7)!eFR)7vws%4iwxf^o$ZsTh1==g| zjj@o~tr`LCW(qi;+fsu~7gGZfHT{vq)60dQIw*xikUz2xHlbZaLiD#epnu71xUWh> zC|Q{Q$TDZEZ+%ReAs2|aGE!1BUyzbvi2@sgtWO+OKbdhs5tYRbAzzDIYDp6V4fQRN z#^PUo6+HP$&Q9}!E*ci+z^{GIw$7}!q$26tKtqJZZ<~wCxb$vMr1{c$Qgsu$-W1w? zE$r*Bo@JXS+_*Sa*yD-LUN`{nJX^fJ7TF9~jl~W%3NH^K5gR3lxo{85@ex?pWhAff zzyl(QV4^{~O2;8euhmx9PHiHU&1|s{h07DaAtXBqYqCFDmT-=XxhRe7eA9Mf;4_^P z6}9BF(a)wBI5X2^DC!$Lnz+1x3D6Z<+rYe?0vDq%itm3%Y8EQL8m6-xRqdXx@HhN$ zuw$w67L6pgK+CFL5^!b!GkyhiLDiwAF(P}6E1Wq4#fRqzj&sLFqYWEhR*u-8I>b8MeFj-h&gi~TjJuHbJ-AhQW^aUynfS; z#-7L_qD_6LguPIVPe|C2UYr(x%;1CKBvQ#R&AZb58sm0U8QQB^o$23!A>OdygReyG z!ZY^hXrdYa9rT|s>&H49vYY)1hthSuWaCVU(#$tF9YXE*O!>A@81>UH95dQf z9ywdKHG|}srIPgt=d?j}4dXDZJ7QOHCN9u$ob3txt7@ubbpr_mNf1&wsw{k!hnhtL zw+?v_56BNA<)!+@L?a$z1`~)Nx_XRIk-%IA36i|KV`gX{eJP;Clk%8u8F4-F;%e-2N zGqE~tA9z@2zTo)0IwyI>Zxl9+oYnx{4}Y9lsN&7W79trWmTq%Rws8kykr$9x^u3yx zzosQT(e#epj8zWkl2oV0z~ys0?}Yik$s1&6+^5H)yB|%W1NZ%Z>VMJRYrMxauaJcpl2uh2SP6>N4AR z$ihb)^gNG03GhrTLVojOJi1GBl2s$fq5?Icm5#-;%R4(##yWcBTX_?#!+ek*7h*A* zga4BH$D92&o=+B^c?<>5m6RQSvC$8DP%jrI$R#YP^q#8@nCut83@?|ZLfRRX*UCq^ zaxZ3<5s#4+5||UH_YujQ=>LLu18K=qP|7R3e;S2J^;Ka^lIDnzAQj*aQP2N&W&W*T zS}#wh?HZhX8&JKNfloZ8WyQUZlxqV%@eZ-+f8j+TiG(ss)>>TS6ds{p)0HzZ7j*StL z>kG3W0O57wF16rr+3N5X)NFFYGLYQZesk-X2cGg~lZd{uI_FFMm)f@@b7;B37bdpk z4c+Us0$5`WoNPu{Yh(X9+SZFPUf;fU$hd8N?WV~zcEgYPOSD4Kb9qkuVbrY>XTizU zv92_nS%xZQ0ZDb!Gli#7tP&#VRJ;|teOx{h_7_Gv3Ix8z1Xi`F|UxWk8<&gj)D%f!NBT;6& zB^CF=FQ2#I*^N#>*~`VmN^e*`s9g^R&d+`t+e|NXywkd+QD15JmOoXdxzD$%cksQ| zP}@@H;k3poP21!}otwoymAYdGWI{BGW$UgFlz*M7b=!V7c8l$sKpSV<=EL|2xjr{5 zk7@OIrS8_a4%eGadV71s)Qp#kFA#kbozYjNYaC#^BCsOEgMPLMKkL`@uRrTBHGV)U zp`*_~a7aev?jQXT?Gnn|i)6(omm3?@x@vdG1UmW#eQKC*($jV~qe@BD(=Vx`@8t`3 zD-Q>$f~ux~z^czOyD!PAWU8z7$9Bk^)hG^ExZT^|Qe!Mf@1S2@Hl17QOvSQBnXIP% zgR<#EX^o`@)*H{j2{mYhFYcqv6RCt{SH+%Ydss%v4798x8!9`q7}&o7N z8Gcd4?eIZ4AAq)Bmjb@N zifnQ~(3qSk8CjEwh3fI;(IQq%1&DFBS0VJPYldo7@~xXaG6R1_B-5SC;?}xvCg^;R zc+lKJ+qb1qBtCMWmH|v$(#4RYpoZ`yh{{3jH{6#P?_li8zu@+Wfl05% z-5Zc~QjqES+)-T%n8TfFiKw+*CkLN&<$%`hZf(1^GDMf}jAp0{p&tvHJ1^Iy@Ts1NWsp!Pzj!cq`lzf zX1P~e6)M^7^tYKiM>(nK_TC34f}RDqbOTq3f)WB?UqvGls;o7;_E3)h}HedW;-X@^!GLK5?Cw2)jA-6VntZ5;Nh*(ua&Za0|S-KKDK+d+|00lbxpzB z6p*SYV@VrdfW2GB+fJ-6zM@NFr8OBsJc4pdm%X(Jo{D#HPfob=W$^h%*Hr@x@d52T zN220EiCmC9fZRr%RtvXtl4jp+B6$wdLHieWWBHd&2&W27?xf=e%?0 z9&mMVo00r+e$%bWvmqt>MvUjhzI~ADUfJ4tYKFLbWr*8^LDxTW=T`Pk?YLDLax`bT zs)t|c=l(6>>4UEOY?B2%#S-*mqU*Yp! zbWNLOeOFt?ajJL1T(Ow7Rv$a%bf#A4ENi}57m#n{V1AFKxalHZ$Rtd-xZbK5tLM(x!&_i}XD`lGdu$g9*Lu>64r!{&q`E8Wet6$`N@r$puJjrA zuDja~EEv5Ve8+sqd{vD()I1Pwyp)VK zzknZE*Jw7o_9qXG#DV!u^GEaYL~h+XboEir9f5V>HXQzaOMcf8H5inVt&Q5RBP(m2 z=)Cov>4;2vM)=#fu!b#eqGFFD@Y^(z6 zcXANRzQ&E-wGQVTidflUlASN&BW}tQMhI#v|UI-Jt{OUkBsRe`H3+)kuJSa z=L-d{PzV+^9Q=nyv(W@^Wu$n|sOrS*HgXHb49`Ap{+iWelZj0C7ZqM=B0;`9 zIj7ftCqW8yayZJDZgei<{S7_5+MagY&U|UEUr>35Ra(G*#(ImZfdwyz^24v>`%Fls zHdw6{VX(RSCB1EK$lCoX1}Du$p(s@!YuoO&_*c)7uP1gr3zbZcXyE@oFfR*4-5k2> z_Njgu07j&Y4SBdKIh#2rUX_d#>G7w<6>d;-MvW(I);~o}J{;r^^TGWj8Q2N4i6c8U zj|p>ToTZXC;+Inkb0fSZH+JZ(;Dl_ zgfuH6S9yychya@SJlAtHZ8hNomoY9j$WCJHIg}}6R)G=Om>u!l7K15u=ESZ9c(ZUV zc*~;0&=fL?=fd&2z^uWN%g1H$ZEk0lwb^THYd;20^J=9z$>3pVN4V_G(UBpG_HM9$ ze4*PITqu_F#S~Fsvn-2Ahx`gpdCXA#=nMi=MtUNC>YpUzF)qkv`(I!h7x#Ag!<#i6 z7Y9k>QPQmA<>`g%4(!N=xWux{hCyM)ptc0*lBgsqFO>`U2OpheHKNLAlRM_EG2KRP zoryK*US<)O+aNpYKF;K&`WjIzD)T}a7xR@fzn_aZRNjrII4#<{OV{Gj@o=L#yW=JX zl?5(Y-tBF)K75VDWA(?cuFW)?qBw5n^>cit?K3CmpME8Nc8!G3%q1DyeD6(OZn{}} z+h!M&FS$-R2k(p81gCCv&8-su^vt=`In4f()9dO5pM$sl%kcPrJvqKAMSw>ql}<+R z>OHF8Rf|s|k8||yX!W`}bDs3kgFJJR2DJCkF;7O*WLmW4hIw-j1&f2JtsD0i$Lh`l zM_gmik6O-yJnt*89#Mz8aCa}_?>2G;rduBgLB*%8RwpJ0Nx+hKZTv$6c7o%PXa*x% z1DS2D9%T6dYw^_;Nn?xZ-mAul{3#m|B-RoKKJGknKhj8Xy)2fr-}~>ZcG-wdoLWb`6F=KEBHFlQ?(&{({_)p zJ5Z8cLuB)f63a1Ad+`Z&Yehsv2p}FaS)Bh???Ku(`M&%XD?-=*^?(`elX>>b-SFw# zDX^l%gOD4ri>yWDR@BjgW*K6@W~2aE=REJZVyq!27HU`(cs^%3MHD8>*Yl+89T8~)gWuF##em&Bv+uGRA2UEQ(Yn_&i8sGNWw8PO@qtgG` zdrUW0uT$!N9fF~7tL}j_6?`cVQiU+CnC~ zvOyBoE1&^U)>Iwd(B2LZY)PEq-?n6g#;9c6L9|Izuu}Zn>y58AD9H`(B#OE}&mXX0 z8_Oz-Tm2_2<5o|FY$9%2Lep76lg*nqi!1SekK&8r=WsSTo`W9v&e!gu2Cr2~XUUtw zH=bE=%Le4`E7&9{ojF6S1YnADOz1fI6Q*tVHhj9%z{)@vKZUP+(p9Xt4Id)|Sh5u2 ztYIO~g;|zS+iN~?tH6~Juto7)SSV~PHO7x2b^(OP@~eXUQw|Kayv_Bb1}s>8sqFWo zpqazj==ccf61{?QvGA{K4ZR=20Y9xB?#u6E&o;o^)DIrZ%Rvsgnw4%-y%sc1I|%ZNoQI+}MBF;)^DB<;{1B__^80MBXsb1+Vcom}lV)~!70-)fV=92gaX83F z;EeA=e5@jD@?J{U(pUw;V3wZFchz^1PlUwe#{J_4g)SM=(GgSpsp!W#;9c$^fscQ? z$6wMU80;!BvRBD3!YzQ2SLAE!%o6Fg$MEc_zximYHx}>3+EVVZzK_-@c``>uIx;KY zEz5z}(CW`GC77uM`pS0YOj^?-naX2?wG|-}CR(g%}MEXT9Sipd?;$9VY6) zF>*x3H@f_`->m<&aQR=(x5hK_(dt)8_^i=!unrK}WwZirfD2O)nnn({aV5)FY|vN; z!{tqKb8KgSzd!jVHR_BT#O_@{piQtK?RQK@ws$!POY?nyynpjeHQtt|QUoS7v98{aOjVsnu@1GJdQ#$A4|XatlVbsQh6JmwaI6 zjiykub&z;iDdd9{F6&;8rpK2CO~m+)3;z+nQJ8VfZBIKHp8$(|E80e-EYYcS^o;t9 zYHvFs-e-EDs1$DdUBd<$HoS$2u$JDbsrjdERhqjySTHZ=?-$4S?I4AY&of7mT)`8`8&EsL?xBUZY{+EULw|>EeX&jTv zdfu-z_yJq&g+RnlGE>fO`2pY6B2KUFeKX>d|A4dP^GM}@icq$!d%s_9Dia%x#tov6 zTU1#5y|4X0o`3(({iri*d4hq{y)o7!|NK1(m~in#G`C$$U(NnP*4`;U&Smz4qwJRh z@;Q^1%a>NIvNjs~3j4ksW3B!gwXCJ?n$^+BJJF^ zZy(#=Nx2+BDzZr3q6EfGV4!rtLhUgImhngXCQq7VN-oYsIH#zX@~V|wWk0~1Dt$); z?m9X$om#!O)}a|DhRiu?BMOK;#C+d$!; z9|FUWyF66oCFL@Yi*w<66O#!B-p#iU%>{rzh zaU2Rd3pDix#X!nTpFDuCYFF$EO1w$|5?=reX#oa59<&X}kGA|3JgD-);WkC4sDFFR z2&GRo76x38j5JS7(Ey89`x)4j$?3^c+1@eJpWGlgh5S9c9!?h1K3EGBW&5PZeu!Ei zm+DjQxt@0KAD$v>+yWAL12oRf@f^HcKv`7~&aW50R9|1;Su<9x`h}?ssMLkRz^^|B zH#Zttd&4b2npwOcRPyjbQa)qK@E9#PFX%l=bY?7Ak@t@i=!qF4TSR^oh>0mOSw9$O zL{9%oY9gSy3glaz%nih0&E z)~-}rVK3;dq}`Y&ZbcS`iO>GPSo&O}1R@pT7%+jfiL9qgOlI)dQD$j2ZSeiagX`N9 z@#~^Xo+NGp^ZKb_4X|cDbRaTj@z&FBqvcM10gIY0iSGIQ z#>{DqOJ7^*9k_jdVw0}e_Sh?eq7z?BuG02 zHeZmlGCA>+pvML$`u?zFWiy~X^>Oh@UYL*t@iswQ;|1fBJ7e$26VwE%Z+21ICxzQ~ zRa=B7Cc2(#Hi6UeD}ZrDiH~A`yBYA0uh3caf)iH@&K+MEUR=yNn73KJzxcZsKwchA zEMeunHP-&4&7FF$RlCA}(m|m4p{&@11GfKok-ztcl{~w%j#^qZ6VRCc&_hQm6EruH z0@P!#CO!St{U66)w;>h5l#10Pv=N5aWFIZsW0=LC42b(6VCC4G6n#Tk6=QGwmTT-K z?J1zC0=VKmZQFJIbCFo?CY$WtOSk+3yK@%O4Ah7Z2048bbR;)|%5f2syn~ryUvvQ%v-bMX>HmXqata@^{#`U-u3@+cIEL{rEPdJt(t0Dq(mzz zLJP{0v?#9@vSzQ4EM<_2ESaXJvLuqoRw_GDNQI^>A+%T`(IASDEj!yExS(v{C(XLm>u3pzIi ze0#+)?-&oku;dQ19`m1SwJIlRMN`BsCS;Je%Pqsas9)4io;=wE&ywYn!4h8s$EBc< zCF`>G;eGX^#l)v|Onk@UIYN`?O0FUIvCSY;zL=^w;2Pm5&Zn?zOO1B*Z4@Qy`?~wO z8+G>`TTH&t*|LW>^!Hu)p|^YC+|S_lcfHbuGl1?3?FG4lTxHgP9~d7uGk`b9L;E@A zSH(a)TO!a*o`^axU97=YAgQB9kWt-Ls&8_w8W4( zbm<~b4^q#Zz+_qH?w3?oVUDq*fnCYOnafUBZTx|A;4<2n;ME)?7*=}{AIQ7j``|Ku zGfapTq&M~MR-}+k) z@R;WJ6KG@y3JZVBSvwRd2Jwb>V9<}mCuL~DaVFRX6n?H7r zsY2NH|I`ErCbN=Ol!lwmLj8obZxu}BuC#vc`34CP47Cux3#4rXUsvh$mh9Xl+DsQmKuwCi_dGY_8t?2gaY*$csz7m75dFz?MV0# zZ7=%{6qB{cy1u4!>e*@@o4}q8&-}=7F2|~mLrD6E&#kVb@kD}$Q2>S2-q7li73^bKEh!Adp(QRO`$XI$j3Vt&af&Uz;8E)$~hH#+0K0dVZw_8Zd;*U+XBB@{$-}?sM>+3B~)(z zmvZQP4mfN6kFemWHa&ppxeH|LHOm|frosR6(=&|svJP!O7C`=7;5qnwx-&449iKmm zI)ZXAqV_^8$)@8-A&>6%6xIlqXgVA_`97p{Wr9GKK@JKjz4c~6s2$B=o~gDb8Gnk% zF%feg+I@Z~{{n*#9H8`tbkfWaIe{&U18KH?=BAO8_l)C>D6EZ~)I6m#tIrKMl{t3t zD_n@)D$klsrQx4ZRhbQMNwQRXaSi3a$HRZ)C5!@sK-v%G%AO-)JOi_%?XS_KPN#wj zcV5C>{%+Wl^QjEh(#xPo(}?EifIwI`(wOjfNtNji;fCwFL;k~af+zXS{D z7_hLhvuFG{!A z%ezk``b*vM9S6kgsigKKH%4;WJBs%+=)U$J9^0FlPY}XkrF%*>8y!EA2=m26&$=E@ z?Vd60T5e%3p{D<tN1hCHPp$52&UN@S*+?FQtDf^QZSyoXt1dB5^Z64#?*VO_<~L4!>QVRdj(H_!joT+E2Olg5z&OXzUji-J(L#t?6@`HhkwAvDQvte7@zE#_$M%BZZ-iTWkkUD!+SX)ET|4$VwG3{La}UR8Q@QP5J<*r^;J8X{mJor@L$z|6zd1MhxXzj{r*gS%YA% zg-aJke>nf)P%?@9k=Z(%+5uY_8&Ze43AH@`oDJ)~e}i@NVu4JKAe$xFd{QWeCM+qP zws2+#1Sy|V{j9hHyA>a~eb7&`c$;;5M?H}kDQn!w#oJ|fT3T8tSL3boCT*OIGPvIF zZo46Fo`Sx^9F@tnf(XDyWDt{%S5$%br)}<^*U@|l7MWs(lEf`?NpgP`jr8PvA+yZj z-(e19;_?c<_(8xPp5fS3K5x?;2L|T(p4dMJP^$0vqL2S360!4LONrdx|7zEXW5j2~ zxtk6n;yFwjAE=UJpIJz>Vt+h`7kQ1I#~rLJr8#weaKM_Keg4b?@-(ExC|6vR!9rW_ z73ZK}RgRSP<~6a_!+T$W?MT*c%|=DxK45yv$I?kBO9`d8tGe~G#tsxZRl(9pg3`LZ z?u#XYj(`emrJ3~lzZ{Ia>sc5v9pqhxfad2V5^6CSP-@NQ6^2G5g+i5kOqaJ5S)1@3(nWuGL+QFmpBa*)JN}qr?^bx}?HKT< zTbRV3#zTI_x?oZ(6?J21b`I`Y0U+%knfcUc}5qfCtoS4RpU~CiJSQ0x@=v9Zb z8k6PL1JM6XpX2A2YD{{h{r#_ybYLwD!@L8hykeW93MbP9bPARgvBSgHtUU6XZ0|du zVD*cezW9K>`Aaf^5xVRZGHTNf72X+nKhs!Nh{P#WHSl^5>|?>4z`h{)BSDnoH9 zyUc?&&`?c9=Q0#(%CDSfuiA^#CA7QmODzz%aFj%#+OSzxyZx&>dob=t_x;Pexs&srJ`+J zl7G}6n*hP=jc4;rI2FG1Og21j-T_&4Y**3-mjA!)y#p7Ia_$#6Ib{H}j~)9F#xbe1 zF&IxV*D5bH(?gv_T{y*71~t84gDLtvd1|7)f#G^)Ud%8!0ZEIlddm1y#KCT&9$2?Ts<9zhzOkJx6+NX0%k4|nkp zwTb5?4-dK#3f7KSvySBG z9sBTKTZCiDqK^C)C?D-!QBLoIVYWXcI=L2VqUJL9tkgs|Z|~yitg{)_Ra<9e=cl+!Y-E;rv@#EfgSSSzG&0h4U&53)pD&BPvGyT7Rv9JfD+fU z;qn>R%!aRC!12l|82_uJwf+}KnHV@?D!Tx3>}XM2Y>m#I|AoLJJC4-{IYI5uku_ca z`Dnruerz^s%)3rIyU4#x@V@JF>2C^Tcr2cMMzc6DF;~~y8qC+Ym9JMm4@TdJnUmZ3 zm%k3$*4)ZjWa7-Ni8Xyz>TUQ{-Q$FT{Q0uvj*jJ*hx~6h@&Aj`vFB%6JLK;zg^~L% z1Yipr=Pzkn-GJ`KiAd$^W_AXs+(w24hp6c+5^!hUr2tUhsz|x#Fsu~y$C(rM6GO9{ zJ7Lg%Gm52PYKZ5UcVz8hRp`#K3Lyou2M6zsBRt35COKkekdD#f95Uhn6zzFA7R0{8 zct5CGWm5I4%(bOBg!lhU=@pn)RO!zqhvps4syy$ZpW&c7Mdj4BNHh0WgNZJVwc}@~ z8oI3*>HGQRmIfwI+~zMSMsdKT{v!7QHlX*au>WMXr{oqv9zw=XFc+*9)&n8jQnWwy zX8b(O192*}71g}}NNYg!fAu{61%tMg&IRBNt&0j$`K}d2-z?abD9Xw&Z?CsK3LHq^ZZA3iV;me&<2fkT z8S7(7);WV+V+LK~$nKZEB28DDXgWy}H0oF>DIJGM5EeVrasvEpJ*W<3>pvuc_^ofj zC+6Z8(MbuINb6oK&_c~**!W&_NZZ(M2lMQod4gN!O{8XmE6@qU6(*_uJ$e0`U}O>N zbL(y<&3Nv>$f6R?$&m+7^SNy8>z9C*BTRU+;h=qId<31zR+HKXy}KhjT6Rxzgaz6< z_lkGqhNtpNa(d>gfSF zr8?n;$l)6&c#0&7|Ln#+mw>gYrW^n~^n=gO22T90w7J`t%W|1p<)U(_E z5G3Uve23H9h`@bd* zPQu^P2b_bM04^7GXffk(nG{yzi`lVHb}^bd5!I_$omf)#5;8h+YyJS4gi$~(+P7Ij zTh6%>-)n9B@j-7qXj+hLL<@KU;at7Ul8^Oiw*Is41hJ(BewG#eaqHQ%t#WeDr7k0c znlCE3tM+zA&gKW#I&9H^6w7*M!9n#%D!@LUINSGfhlu|SgvTT5m+KYOYPxQmEOt%# zn6~kLY`&$iDK!V=CbMUcjhr|^BZNua#uh8M^Ai7{cPDPw{Iw~O`4wZTjg0}58Qf4k zuCv%_^Wgnq1W&?Z8M95mEu-FO_GL!wt#;^5p>*;dFA49Nqo~AIO}$%sDRbNp=x)PG zTjJVM6C`Yd@5xGbcK0wB3@q_V?zZyf@Gq5=mwLCSr=y81@%UV{lUm4Fkz5Rjpmlym z{1;&cj!ZW}lo{{cwFGj3TP(6}xgJpo&IVt&`kXqisI9nDclzdi8U_;n{laU>_!LhnQLQ;s|{vZI5UWQGtdZa6Z+ z4vZpywXR=Iz_E25r8=WaGx6J7@e1bZw{5UF=)@LnseGUjZUxO9KqMCxEJ z3hCXg~O~37=*6anJwhWcOm3Cj*`jgK|7MPxi8A`CoL-$qjo;yt zrS6)svvG_jvC~n8ShjR9_LL5iY6=r~q6jJ`;B_gCJdG%@jr(Mu+ZTG?}`QCFBpey=K|Isv%zrdaGzzxjy-WjI^nf9 zZ?_SnvCedq&99_<&$q0jFj`#t>bCYzloymJg~d;v+4%?G{LX11o1ZZ04VAT&42CT2 zgl#mtNJFEZB^mtHqj*0fByJ2dY7yP87|M;X+hs^A@Tzqn%MYO2YGG@&CuIgZ^CV<( z;ul44TWvSOLho~R^*B~q@ul~So@6YXQ0>#iAfOVQ``)AkI1f>%I_1Uf#pd7)a+rbj zVehT&h+IztN5vy?w85qwqCafy%RPn;#K1Rl?RIcFoUXlFt+plp@b$dbF8BvcOM&mN zVnV7VSW!(_nWTjdx_NUsiRs9U8m`nbioXqL)R=FOV<~HX2}>&gH%W?6N`uZ-P45a0 z$t@PyZBVpPM75UuM*HvFNK~g&<{7cynjmUcx#L&}+MZI7kFe1+Ku7ZAj)pfYQRCWO z>voKCo@AzaJZvw~IW7g7n(s^7%fdySDSlhTQ{qjE1Sywn?Kq*G6hZ>OlIg*|7INGY*NX}ksb_=FU?0RxsM-~lzoR5Y3$1oOjkxdt&6)qK3#=lt9gR6Hjyp>`?tCt-yn6?^u zD`?9Kd5bz%#V>dKs(=hsotR(C(z=Q4v&j#*$T&4_dlb4-0;e~@wyUVH!20`E$Ly(0 zlYgj+VoPH3V+%KP}J>cN9eqNKPmgoabs9n@Gy`25?toobi6RFD?GAod;W{R+z&BaLdhks ze2K4^&5j}sUXi;2WisDz?yYR%4gq&P-R%xHd_Z7H5Z0Yt+6CGNcQmVE5*EAMwAPxS-Zt1Rr{Pm?37 zHMkJPqmhPi{qCyVzEq{vJi&=bZ5*#5+YQJUtTGX{`L1V)*$y3wnI60} z^wk4814_s=IvVwPD?tIK7eHyw&u`yW^xq1hxh45)(9poes}p}QEf1S2`FZ$)$}HmQ z75)QBjZ~`xW*kCmwA>%&0;tpzHOvfJL=j^XtG()ZG!XaMXD;UklB{?K>r;b!se&qD+aQk}X2R@o6% z;S6%tE6_jck`WJPar%mtT!FAfUICb7Tkujg2TG~9HvU_K+*kpHOZC4s4~+7LukHpN zy0Tu)AlAT9)N!}m`%u1ZtLF~z)HjlCh9o_B zfn32xG7MCicj3fTngC3W-CX-4H_>T4N>#R(;EbT)z?}tq3TlZ3um*GVaFN1qbb+An zqm^5S%~ub~Op{V~(Q)6igGt+urvdm1O)A+&V9!Y93YxA@rY*! zl);O1HUQD=qjLw?2Y>CZ($=KW*D2c&H^6lo$qSKh=ScN)1BUC)0^G&xC5zRQqNqFB z0yiz8@E6JO7}JAnLOn;_PoGSRtxjDxc!I5V(bD75^;-a1krqJRuNuAcw8RqYq`MOZ z1O=JKV_;wCzW&*S>j?Odsl-Jtv={&Sk{q{@i0oR_%YQ#020aU->DV|{SAa3RL-T$! ziwl>8Xdgz*UPtb##-E$LYH?kQ++l5s5WeM~5H?{Q1{qw*@d$?Xh??mIcS)!)9dTP~Dy6kUde0^#2>sYKBSAU9_ z&iJk_-_694q)ni~u<`KlsC#Eoa6K5ES=coeTSJUc0h)G%(IsP-d8-d<#ibiqK1Dxu z%R5RrN~=al+*uLO(2Wj)2NIU+YbRq@isNSA}o`waRr5^h>${-NX|RVu(6)Y7QDACNGx{hee_jS zFa;l^w7WP(QSkNXKsk!{XD@U+A*w%}7_@cMX}x&#j6lN;ZO2xSX(v9qOKoz@$E088 z4w?x3>yBFM_W;tiTglZxVpjnu@@>1Xvi%aQXu|a{RcgY>u7=O30Eg5yY=Cw!npcu|w(RN>+=y&$GK0Z)^ns5sfPSw)9$ zqZQeKuu54eNhTDHmN;&bx&K#1{&;*} zSjd|M#}~ruh)|Yk(-6k(iy?^0-QXm%<|DTl>kk}Qi&r_|Md({`2Nm{mfF4ZCeuCG4 z{ay=ulwF^K6C(}y=0&fxLdG-eW;^6Bl&`+A!;fP+?+)jx{+udvoU~W5Jf8uvhN0({ z{J5G;iR=Ym8=5@UbhJ@A-iNv&6O!MqS?$5SgVofeh0?#@9K|e$p3Z&t=zLEX^BWA{**0C*L&!2FALL^vDS{a6^1iYs+1pV%bik7e!vj@+B z{&~&dSBS8{BPXX=3+woz$HTW_%Z@T>vF*3p4`6^(qIYA}ZgeM9sc$!YESFJ&ZjI35~JhDR6LeM#5(;eJal)2o`)6ZwL*pfc2XiU@sODk&sOmo*&s zw|%J7Y-Ej>g3qBX_iy*`pKf@*jU!3%3@w)}U3!KziQtHM-4crsFpteXEO-t_!;=y^ zb&sOI;(s9$X-9a#?euJeo8;kTk4RajsBDhu&Go?j*pa2_Oew+KCu?Z9Pu7B@3FfQ6 z;GZp$x&51!c|pL!|wIUG}jq7zD zU47^fE}OirpuMOguGd+s+>Wn>W8aDM&ARD5$M&Q}@99grSy6P;);8J->+fy<6pxdu z;(BX-C4)CSIj=Eio-f6r&H?aE$nNUJI8K{)S5_c?mkj6%_Z@yPYFsKZ|1QVb7R$BP zH_oCupz2faqZD>~UHzO4T%Sy%NK~=Jx_K(CmV2d=PpP!=skZ7|h1+#U(*DLc)t*&* zo3$bu8{^Sett=JNKRv1VRifCiG4>btP^B9psuXMjBi=Dw|iP)RgNP;i?DE=Ly0_K z5rjW<$j_y~zp2On;lOe~6=P!qiTWd*q|+&R-Ffen#$n## z1%2bzb*$&U7iZWl+jp=XbD_M$CB|>Nk?DTE>t31hq^OF(s>ah07S~f_!?vY%Kv((y z6E~mTu`0>8q-%k}TeD7$Ez!AzHKF^i(=ZIM<=fS~Pro_T3Gm99&X$@CqHP(M`X6iX z?mFarZHEJF--)i#0eESl^&)c&ORslDm$})>RUi}a?)UnzsLYT(8*T}q#s~eEpfd91 zuDSQR2rN+9zG^EB7mBy{q!d#YMnp}-!H4=ALrF|)4tzjm^``3?+L$z)&Et=}{;gk- z0`%2UKlGw`+`3FNK0>ReKK_*;GckqOhP6tgDBX=Qs=Jn$=A0BDqh==eS~q5|3^R?H zvZm8}96mLS*2xMx$l1}TBiOyzY01?@$At$IH{A)ksA-@-)?5EzqSwUz8cVPKnS8-J z`HsGEb4j_@P2nfwr{+AJmNrIfh0JIJrSsXj{dPBQI<2y7)M{APp4;o6XDD@~+PB5G zT&&#tUXEl+O{v|H`%Hge`_`a&X_#)$p^P1k%dB5-t^ZstIhKy5wMQu6LBE#LaLV4Q z@vRoyq;pCFK6+06$CDpTmPn}Ir|<3bTV;fGZ~j*0>^G@`{Uo55>^3) zCI^XQ(SnEE_PVb7KSwa#4eqzj6#b}PKAL8am5}CW)V)M!#Y>?GakWz2Z=iZR14Wd? z!TU|=d7?6~xT>Iji|qa4LgzodFdCA$S&%;*xUE!%tf1K3dKA~r1J+0EN25hCX0$|bR{SJxB?SS!#YRzI0edk{t_2Ewvsd`E#u ztcn-$%3=lrWUB(po&%`wNuk!KHcwAaq74{o*T5dfI7xbU;g8uN3z`_dD?JHQqPjLT zv^byVUMjZ(|31Egf&!Xa8yFjlT4mORrNbpYt`D|@2rb^B2^Mq^uo_J*Q4jB zELETGV+bI~n|LcpyiZ&A)v-t^A?N(^r^Ql2tvV*ZDy)(XU@z>m-ec(y zT~Ko}&cT5vGA^m8w&kI$-Np0uEe|bhquVIIFLRpB?~}PWh$8t~sAO8ZY@eApq^^2M zoRYbmNlabc-dZ)MnL@gb?(K3O+)Ws?3+QgN7tf{q5CTXF+Zj^zFMn(7xPP;OH#)vu z!wv}smRYfOI`5JSW&QI0YBk*3=PUq4=#alQ2|Ev11RPD>RO^dKAuQ_RQ%=Xhx?Z!CK>Yj&ptNV)M zX117Do2Kr~oqsOIeRVFJn=Y8A(zGpiU4Ksm?{=PXlK|`pjOv9e{5HRjKK0jns_sVgvcCua+`H_lvl!kE1R-!-54T~T-KHy8A=ns!Cn|6b6?S=iRK zzaiyO&pg%cy5K0)bwMWmvvcTgx2Y86h1}ISu|4T^9mh9i<>shQ43ftE1Y9Ighbr3GHtvi%?snva}O8P@5b$7lj)m@kPuApu0rR-TQ zq4Kd;6hgCbL>1}xMJH9cZ>=!V?bg`Y_j?I&Au@V4S}7``yDn2Ec`hss)({Z|b1#w0 z9Ea91j8hP-s>tpkl+gHx&vIORen`Jv%A;CQ{+h;syK1^e&Q&*5_TMbgU6k07Ul9Ch z{PueyulB*M*wfZQq`fglWTtm=7uQ9GLA`i%K-^lX?hst*r!}EO}A0CUD zSESzV+U|dE;%6^_ZEWOk;0zbf$oHf-hS!&1q|SHIlB8d=B-yl`1!p^`!PUCq8L0j* zq4H^wH2(9{E9jsq0kbXBI^OT>d#4BJiqKKt4P)P7%-%z=2?2w#^{KulJ^Df6rp-1*tBj8%y+OxvXo_|%Du19|=E#f7N4 zLPL*R%?tF4Dh;c-|4_{Q{lAa|1jSobnV9@qY=IqPd3kG$_{64oa4S2sh3n=dI@n2& zSw3k%$X|I^`Nlcg{g@i1(sThJ>G=;jkY$AgXiG!avB=tm4j^*~6z$``B5N`m4QUUy zCE=r6DdNp`q5J4ot!&f)0flWii5TJGkqZ;ARuZ*F)r+Kh7nUj&hP8ZqWBze4G=H@t z2FRcde$vXKS8AAYsR+$l<>=DREvq#IbkUsC73w}U-M%OaEK8K&`jf6F@N zOgX39SHGS?=5;NipCBQaNsJGQ@3x+ED`wIKtwV2qo4(_8Ir1l(Fo7WHV+Hv-(1?Zj z$zX=M5F5?&w|>7yTV4})8$C_0&c7{?T7Cu93Ga#zOUsvi%!)I`u*6849XY;4;nuJ_ zz~&uwwDa+zbDP{xNB!+*|FOH&4TRc=1PF!w4{YX|KUtA6Lw{V8&5oe;uRZ*pV&++T z2VA$kb&&}=H8C2u_fMryQkmz_XQ^NE&d6`vL6&ha$XP`*n|#;C%o4;j6pr3^;Ow`k zhU2M;7gSifP<5<4n{PO-H8Q@0uW}YT?(AIwk+B3)Q21JjRkpYv?*nsdt)6Cl z7By}3rWo&t>gy;@ZH*H@I>Iae>mw+HKOlgW3Mg<(?iAX$9UwU))BIh(sL_Hi^WZxO z$>m;?%#%96`FS7B?K9OhFU}^OF2IOk0!2`AjBiRE2?OBLNXo{J( zIfP~zWJ8d0V%>{-s6Ux@^~m^b@xIu6>`vz5%bUuR?ScTx%w|u(RmkQhsr-GV`b0|` zhzTT7)Qs0E+K1b``8@a~4+2~=+Aehe;|2|FZ8q;|PZ4R`dw22|znqcWeYX=2(6N$- zeN%5E_@La)T^E6$b(9n(&jj{oIy1ATt?k($g5&@1VW2gutaRST`xqcdL>|VVJ7#a% z+1p(ud|_eFS6?!F$0lmx6zuXZu-V{``m}VkyWf49#!!cjUi-L?N<`*!=Iztkt-=D*`;%k|@$h!w9#?Myu$=wh8Y@y-gNR zG#|S=x&O8uWO@N*x|W7$UQHUhj-$!bitPc!t?$4Em)!aiSr0LL+h0pb)B@IjbZSF@ zO4Fq;*Yf%5U{qD`Zm*k!=PJXHfiD?oK&KD$T;iw(z_ z?`ncSf3&YYEXNt?VxGW898u4Zh%8(N5_Sf)5Q!i5mVplU`1V8_D=RCqBBvRksC^E& z@2aWt_RStXDgkAUukW=7xBpkCvCof%1|oXXmfRcNir$wf600~UusL*e^B*V15n-80 z$n56vr0par1oo?&r2gkK;TK_q4=(`TS!QULXf>l{0ogs2) z2UeT07L?U1&^O<{;(o0Ka4)abD-7)_F$3Dpgba( zr`_z{`q?IqS;c@RZ+rMoekF#~>EOG0#BApo@_`KA3%=Z-`D%{fMvxVrQq3}Z%mjBL zsgJUT4qUhet9Ka{6?OlGKK$qGzddT{ZwN~VE-Tmm0M=knN5(o*4iw0(0@`6(@ z?H4(RyOAh>O-W^PgYqv?sPxco* zprHj80%hqEm!cJnL5rV;m!a0~{*OZ~ z5=5k{yuDvVJ3fZ0TvVdg^7#WVG0J|88s&Mdu_|q-R%}mkS%nc%MZMIK2fuz2GJu_EJ#dVB^;6$+7Lx2h1pCoz@DNg{OhHV^*eQAkp2(?1AF z0_DSK1iZ}3%3|6TSXZ5Idhp|v{F2p5l_>No&N=kxac6#H9qQK){fXVwcZ0=1?gV!* zCnLguw?waQJ>u8#c&C@neoZ31SklxuJYlNjO#igCSw zHkN$hsBopZqp$0;Ghc1uLoJ8Ti%fX6Blqks!*$*2Bn>i0?T!@8KK0Aw^tA(%_*rXy z*}ctoP1CKM?Vp-ps>JGUn>@A(N4PUuvI99Ab-!XneqIMRFG}BHNbBCJMb<+48D9Tc zm^%GJT1%5K%Pt#CpMs~o^jNI}qEV5v+Sb>=B`eVexk8t*)II#S#hG>A^GpOk(j;~L zIIbBqtB=?fvoL9+s|f8WL}?;+)mRq~y*s}i?nW-TPxF%fZvAt5sB?r3PR!Fi&Off#dXuZ~2AL2hOPvNqrOPyoRYWUX}+)LZZouP#|JW~fsv z&}e-Ax*zWuMT9T8WeRV7Q?l4cs+84`@1;WhKRff4*w=VqZUCCA5>wFFXaJI5(Xbn}v zb6i0V_2!Oim!^$)^IEdS5u%&0kZifbpD6sqiNjL+#9HV->umO)ILB}BVXS=F4?|sW zl{Ow_8Dr8=w|kg}Ypc2&Q1l9etP6Rn>^)7O)98Gh)j8gcJKHOaX5-gc1q6q>a2JKZ zu&KGBOO!McEey!<1f&v=UGb*H!3oHPWEbuO30n1O)1+@_a$oN0=Y8$-zi85tZ6KHIL_AMVgaR&8q6>2|wErcmDJqm#?Y9f87b`>1_K&C%gmm(HY?@ zOXfmvO(ILB%o@fto0zRvrk6S;&21X`MH*tUNedEZHtV|P`YuA9-`*&)AJWa&lEfyygP7d<`K7af{SGFYT0T7kF zIDgY7X)G#1!#Br@g%U|jp2T+?LFSlJPvF9#{_@lPW3t3YF&#!BwOK=Qn9bdzFMSR- z8scMqb5ToxarmuOXht;YN)j*Jl!$NLc0cd z$zCucJ#2NN=@Q<#7xmQSEW6ol5Iu>NeeIY6` zL)Hdi9wj4+mh2CT=oS9@FAlYn3|wdD)Lr0nl9|hCG0W;I!v{95?%e9DKRw6G zKtXU7C?1y8D$9$%zjif!`hWxCpr_=RE~HT05xgs9Hl~=Ob)(3cju=q6k}caZYt%hQ zel?Cg6RFDToF|+y^$3b!&SMwjHQkQ`5p2J@{VIX0fJWH_{G|u3e$W@flN@8^qyr?5 z93&Ui>?J9bp9o8mpV!*7K7JWBV0|>`%7?izOMD-YN8Fu1OlDid*zhcl^_YuuU4rq% zcTiRfo52Rmcq!6;i;9ZM&WZ^ehWMS*FQ(FD0E!(kyx5*Q`++dJqTJhOsx;I_I?Nk0 zL-kFzZlA>=VEi}NuXL6IPd+5VR6Ka=WIzf;UHFMV)2skAG4eR=7Yj*LuVct#_w3y5X z@Al{|Oh{$}zOe6)^wrCUy1Cmm1J$_$>EJ#W78Z7+cboUxp}uXX5ApN<3YLs{4z^Uc z$!Mm{HuRkeT$W$szU>%ev`%CIY7V!{YLmzE8M7gqAp6&yJ9jo2`AH1<>q3?iXa>Sk zSYo_=Fb_tp8Kv?pDqC{?hZH? z%#t1br0~&H{reP6YZV@`Ed0fmIi`98COv~cec{X{;RpTz`z7&HZC}fNP;_#4MUVU$ zUD&W2$TLn&`BZq`G7E5WB+*DX$VE0Zu$>i;FEI|6opvfahCCL`$)X*Rdx|&T^0<<& zS)aG*hL-!LCeoEn7JnCb=gqGZD==c#3VzFpbDbK6j?x;bgdG_YL+(q}Jak7fP0Z@} zK=~MYNpeG#W`mC0fpcNL!ZIc^8vS|2k(6$2vfgm#ZZ*Ar_3A=*uKOfTOoy1C`nlq} zqM2QoZwSCc&r5DvUONlP7s13kvt6{9yL_XU>3wq1MD^|80mHG`B-SAOpJ)#S;sM+f z`XP*TA>U6x=Kp}9Wbuu%BUe*e9Vv*I{jSw9L-P&HR?kA}mIk_!rxK-h(@;Y(fth^@ z9Y50>0TVSbuJRe;JQ5bXjOV1fC-Q}mQW-%13Jem@!7H`O;C{O3W0HDg){`ea$O*id zCLksDi7ZbLFS`J9`zFT-9$(%X<;7M*w}yWWy|9tGVv|nCi**0uBj$KSZ_1Dl>Np#~sM*G2RE~-#l}{LRIe>#-prJoVpaM%~ZaxjlPq^oqAFBC&rK4V{D_0i?R3(R{Xa>|X^>+R zZAcd6kn=;~i-? zTmjVvJrd~R zdG5$5^Q0unbcS#oa!54lRsOP7eR<8Kk3YCOK{@i(9+&nI;7&pWFv&)7YTj~&msWC% zUt=nq?3HhojNB5>P0dmN#f2){IGDZ8kFJcGZHgW(RKFgRHqhb@ZnsjmB~CEsFAqkA zzJiDL&on)ObSxbToU37Be4u6eh)-E=?OQry=*{ABiga=PaUFGa@4H<_&2jq}W&7ts zmyyFaaE7f2hi2<7h#c7M|kNY1E_X z(j}y7C!Mn#?&y2GSRsDGJ2=*!C5sob_qiR%tL9aYtODE4Y+Y9(`;ouy77RKx){XqV z1SVglbsIHRb;(+xUU$oK@;kimZ1D3iH^6PYvge#fST~Byi9Hs+|*R^&xheVnOzmA`8dSLNHvMv!g^9S5!D##)plHv&N zrZGb`C&zzqY@QafEc)%P&vEHPJmt^7`Tzg5B>4e489mIZ)28$UoX(@#eDB0_+*xtkf#Cx>}=hJ)=n=HqvdIy!mi4>r_xe&zub z4_jH$`}1hue=}q;H{VSS=#uqY;So38!do0c1-)>n7zjU)i_n^({_yDW7tTqmbS`^a z&Tj;GjpANQFB+^J`U?JjU_L!PM$WEGBeZgLMR0ol&?_&{pT)rIxIO3;n=F)u{+1!` zw{*;Ca{7%>m|b~6+&-NVI^Y5S)!K4gyi}o>+wj2ikzTQM;M57Nm`7i`1$T0JM&-m| zaHO}3@C_3O z^hpCZu~1LXSjc-X+M&TRfS>V|3*F%F>>14+=v8iMEHlzuqQK&aBIo|-or~ny61bh% zE)0Dctb({BZ&F!?K6L;7Gt!nnGo#KSdy&yLhFw<$qTCPe)MFhc(d?}Ny^#UB;UiT( zIWA(I!MwDm;X@y42>+7aLJ(<~Uh9Q$dmq0(xY7s z!u#2w(C0yGVBmcUJkCPYIT{(lP(8;Ngc-Kjo-v3b6YX-;y(--!1^Uj>eq z4HLK-?`R(73rFx!{nk_I#XyxSXru+=bnKOlV&4cC2iCkkTga1=tB!wP?Zf@cem7|{ zL10u85aL^?W;rFG;diHr7bQ0dQ6 zJ{^6sr8;rNFBmtgWKLri;Cag4Vab2E=hWE_%4MAUAoOH=X&yBe%DByij51 z&Z)Xx&%OQ{l2NV)3bz#?Vkxh*xh#6%D&C_Qzy=v)b;X!=cPLPaZsb{kH?QCCb#fZ+ zfc@Kp&C!|95G*(F(pF5^HjBc5NCRQ4INZ;(@;zNL{iy_uQqfxE-2GU^ce7Xy*r~}{ z(O2fRBYn9B-m<@a@w9XdhXG3$%I)Obylf%+CMVg0LpOkb`y@D!b(p#jYBs{c!^w_> zI=1~l>EHA28#~;lF1^`tv-fd-^Ba64z5Kvu6Uk|KE`(x70hUw%^)-BgM;0ljrmUPw zk#+=If50Ya4%g`G(_R$SRt?Q{z=u#+iN(Sb#6D7>{OzLUuw@|MM)DvCeVuzN(zLC% zpa~T3>jyDcH#_w1=>k`&u6HzYy$Wyk;>k)w4QZLL-3&%xtgQKOBR;8DvfV-Bwimm} zS?q;zg;g!vvgHqNlb=@PQP~JkWt(>X(5DFgn#>Hh<2sv6uMF|v1~!R7UnuNgA$O!o zR|!E7q5?L#%a*yt61f4pm{I~%;UfA=GKLyMFl((zKVy*jgXHhSe#6(RAuy4ZdqNGF zOOUCAHIMA!_5CzqMn9TUcW3Od=c)zfrT&+dG@{Kb)6>YN0SwWRcUua%OoM+I;fYe* z(M)}BQbN;-tQxJOJ^Ud9KMnT%7bm?6A}pBoQg9LtV4 zM!lVj9n#p;Xr8QdVb?bX27^lV{+at{PIw0wC@04s$E9QP#zjCTgoO@WJt@su`~hWo zZMm3alKYO)>vfQoQ9g&<9brE^q&x5zF(~~M|4WtS3mmA!y5D^ zJq{)vJ6k`hx@IwbKfSe}i;%^pc=!8Zf2e9pV8ryNWZ*=WK-8kC#}O4dPC#>`HrPSt znQZp*KqK$qUfr4$G~B^H=$&Q$sqJ#R@xXb!8_A=|{mx(`=E0ZZSiOXx0|<|u$Z3a^ zZ5jbZ8$KM@S@i~ljp^6Bo?fq(9BFR1^v2PkLCroV*(|&9)UFym_;vkhB~|D+-0hR@ z9i6puR4!Q;0lw9@NP)33wSeP|CZXtQ)-nsLxF`dSn!P#~VC1VH;0Cb;WfrowGEq z#5{qWwp-{uGf?buQl<_~63`92db52chtm^aPjcd(iWx%hD~65Zl$k+9T%x)zDjzkD z^JnZwxi2r~WnqT6VzUbe8(Ec=+@#o(yfq%v+@>NO*fg=HC7|CKb9$b+ z;Oa%pG04|SBf}l?;LvjwTTI3^w?Z>tn_+1(YP9|dFp&;C&EhHJtnyJIlkGRSsJPDz z25?4kH@CYssQ98Hj)6bRwMi)$Z(l+j*NDMQj)VsUVL?FS9Bo%`LMc+d?s*<;NiYB; zRz?PU^2d{8#B{!dC&@foxcdVSmAKB9a}Pz$AdxsZY4@SwjL5tY3k)u(FUnHWr|042I&tCof@0uHiSrDFsKs1G1vKgP&}Xim8$eCVORgy7;um zOcdK4`=bpq4q0a}tb565J_dQft$35K9^2p>-^@!BLbM={m)t_9V;CWH$lwNlgPgR` z?Ym7QD$Rwp-eAKOlx^TYB#-*qjwQ!FW!0JO zw{O9;H`Q&y#^%JI^oA{%GJJCB{NZb(TZN~M4BF>#d4NIZLI$hQzQo$F@Uyd{{)lmZ{ilRg zZT=f`i`nzV%4?AepLIQaNInx)8q)rwePmd=Xg}wTD*fG>gp4?zwo5?8FDg4yv50i# z&oqR0k~&Wm41Xj^UCq!gI*y9ce#RoBWDJ&}U%LwiPvzYm1?Iz@V-Li~LuzLOP~s|P z&qhB{0uQCw8?~K`pjlh`pJcQdqccJ=!gV%0AJ;0aAjJ!?g-)5Vr%0?C{$d5x@f3A- zXies%@)U4S;-P|Jxd@Mgq}6!>c?ESlv(%m+C5v++!qQeq-ul!wzBnZx_4pVyrUl`{ zzKmb(vw^KFR9G%#Y!H&MM#C#NHGcgH2eOO+0iZN+MJ$&s(FG6-;})qtEN4SO+A(&k zG`PDd0q5&L_ddN>i{~h&f9IdM>D|ZY$N@#mBwong^qzB9gRYv6}zPx<-yD$qFO zz4Q1WXAhxoY8tyPCnNT#R5m3V2iSc&gT8Pd=V2l!5gkJB@(9@$azYfy=Dy=;0UJ^VW+&SFySg7O`~3mNF+$HS71WyL{1Fno&6%U@GsB6 zgEP$;A;`2OM*2Wa{|r6j>#hOkL>6aOW!4kx96=f~7WM@oT1=x5KV>zw;M^-E5X>xM z?4rX{kDv`Wp0AsC#bwx4Sj7ljHvOr`6mAscQ4H8j+6 z^oFmT_m{HRb+s-n9<7P|&dUel)iW!Gn|I=+-nED+mstodWFh(g2VK3oH^;}R*$U(k z7tm!SDgX3p>h#~fJ$Hw^0LN1k0MP{Q`BC`IJ92IU3G4Ooshq=16!7OCW6)@S%IJO& zSp||bXAKB8m85pZ>6Q4#V|xX;FPsBkVW#B8ABNt9zPS?C1s@^eNTs$@HaQv9TMVEz zV%?HYnds|7FW#YmCMYBZwC^pL7qG54dG%Z|Oxs^tWD6+O2^{{2K*_+D3(|(g#>VT< zSkgVZRV2I&0M}lGh%wXmkZUy;^|Xmk^QSiI)5s9@&qsmx&ksAm7`$rHmt=~GPy{A$ z!G;i#3CB>0H2uD=XMqUSj6xJ?!z52(^Oo^FfD{AJUIi1Y+#mkrZ;%gGAyFb?Z-)(E z$<0s;jJ@-x+#G?#=gp_5E~34PJb#(*HI)Y^7JG6!P|{dbYtOr&b8=E94GB`bcfUq2LMvmI?(Vb_*|g5$nhKiX_hBZVgvbBYOgVbcf>B7p=+8-Yz%V9V}rt;1sV?UD`! zt{GEZh^Lu9ZXeC+pnVLkemb%_(0)ZGFiVNBsJ4^G<{Sg)N&J*FVn36zN)JGR>C>av z#qSU&7AYfX@J@7Ed9q6D2K13^JQwE=yG9+gM*A4B*lfQ9*%|!Vkr3h2HnPhCPaeJ$ zsUQfxCTFRZ__ZJ65KVwXLl|sxZ9Lt5uBB9Zs1d{-c+|kz8*nzOj z%#?gOYwYlGYx!z{#f`^xbeH$G@VjZPWkzWdM+(lQ9$h6MV(&s>r<7pd+m%MyfoPO- z&EBv$tL`va`op;e|GG3CH!uDL3aJ@~es4qpvVG5m^rx*Ic%I@vX_|0g>b@^3uPy^X(Z`X#txm*TW-f`5&H;Ek8e5lgr49e8e%=_)^1{7oN-AY(d_0~hHlHAT zr5cABlDkH+;B}vTewQ82X%`ZvnoV{0%cEIn4cFW4`O?EJLusioScT-FQ2`#6QY~v5 zW7;9O5Y!zIhlvFB)!U;XvM8RBBj3M_{{nmJ>_zUfM7V873^pG6*GIFBjSg8(UWHC7vNc<{oM0%_-d%J!{2Lw4G>st9?CXMiq5;3NsIl?pt* zHp@t0jQ&dDe|ga^D9jgAV|u&bCft}7L3LXPs^K7F41(@UJXVrO9LAnR+}a6-8l_Ju z{eVt8rjKaw#CN(Nz3>8v`4{)LnkRt--;UsQ9+&C)C;_@r*{)=u zWlcD~^{b8{RJ77Epj(R*kl*ZA6SdXx*5CI0H@GCQgC)~?S_)iMDv3}{d1k>ANK>5L zp46B|dnR1(9>2eIU!}H{^br)lygGDaGq7M8Y$eqK=YJ93VBV@T6Q70^v z=`y=Sxr3MsvZ0_VcHqDKCW-8c++P8TozwpMh;FS_6a0=0wHO#^??wELD@us@Rt<`H zvsQij2jRnhQx=1O<4narL2!>ht(SK{u2UYnuf4@IgGaA{pkBaWe1z7UzV=b+1##WI zDJzc%9CS=EEd$^jRk+d`mr;39^WYiUaZCz$r))kq*RM-qb>|QFUtaeuR5X?N7de`O ztRq;-yC5XvW&~s!KFv&fdRd7f7~*g1Pj*L}_wEd6ZhaxY#bT=~Sd?3Ff_)0f`_m=4 z(Vb_j;+dMvsG3PjY5xH^W{s;@^`-p9V*r~QKmLVBOtkptK&c5GoxW8N4pripXq`XU;%HUev@m9!THc$u$jb`h; zZni(K2EU(lo*ayd%bfQB``(V=HtD_NHAZTT;kKvNEz) z%Sf5ot6{IQviV)FzMt{?d_MP0|J;wpUA^D0*YkPKb*^)r>v$0rs((!5>>hnOy~P>t z1B8777M6vN8I@@StebZq)a<98^3_x?VwP@)p+sRaaP@_WdjKgon9hV2^~ zImznnyGIlr3B>D(XLv_Io-`=Vc# z$Uht+b#2SG8pX2^My$IqxLNxSQ?&`jX}c*X>`#AsaoK(eO7_#5)!yEB519ijiv)jj`Hs@&Wp;~(_{F{lZxPUSU?SZnV}%qw{T z*(7egN=$GdamLOP`#n-&su|<|g7D*cH5>HyIu!H=XoS0biTy}pnUD23CZivS=azGf z@ag0qCe+&}uBKjd2|*6xBBFhlw?9+0oQf=c-Z_(PA%BZ4tGBHF?>?DtuRa!%|6XD< zCYW>0Nt=C!RU|~aZjd34GqVWusRta#x-#N9Sd=(K9`|Y#&b9w2`R#iqmJ>C-WcWk8 zIQn@*>4TyhH#R-WV3oR88+PxGN7S90&phtk`4D^O+FCW*z+JLukMi7k?jf@=aNV_Y zH@T(AIk{M=cB$N(U_Q<&d2D*ABWKCsxSf4kUTAakm{?T+NAtlrH@ozJp^wh@M{Y6S z*&=Vf<_4WBs|N`g)w2IlU6**Fs6)-W5Voah&Qs?_!K5&UtYySSUvGdO*l4e9bD!2#+cXh zXVeCAT1gVp<^EGF>j_V!bBIOkzz9`J=?o+y7mG>ytDj!)t9ts_W*+v)_RS0JAB2r* zXTe-2n(|*X>$hEmxm`;~CkhOGsMIs3^i(LFSiAyG2?ew6T=vQt_rzZN{=8$=SN*iHsitzrYN6%MA8jR>E}e%s79$eneSAC~_r zK$n+f#Io$WCLY5}C2&OIzHlj5YwnUTGwaB2ZaON;$=M%~uQ;QN;W>WrBOcUQ?n{f` zY`&!N1%QNBVD}Xu zX!Eg}H@$p)ljq10jg#KnzxrF8FTuPV+lbwO{FyUBu&by^Hou)) zKO=bMv!$jjC};EWqz~)ka?}iti7X$p@Vg#Q$nM^~TbpjEAd)v7Hw++rk0S53Y)iV~ z1GIBCkg_CGsNFuM6o#-t>GHhv0ZRzHHz@KiTo6fAioKVj!oz*x>9N)2;bM6P!!@+a zoly@DF*4n)9?7qJ(J-|11K$#0^u;<->D;-%^^Au;n%O_KdEGKh?owuxW#WMO8CRp% zuZ*4^yV*8!$-XSScd0O){+HyoKQrC@k|1h(HJ9G1h@Q*yNV0j1#CSU$7Q?x#U$e)UITy?=U&kz!cb{6qdLD=qk(BO!||G} zm|C3@5GwngJtdDy@=arL8i_>2C#SrA*?3xf%F~ELBrBI#zL94(2Hi}Qh(G0#oWX-i zyfKbzTYgRKm>Fy9`VdqRoBf2Y@wg)|LP2UD^(NIA$VcSh(voPz^~J0UEv!p=daF7t z_S-%bbGCc%wx&}~`>VLWvQ0*B-P4vWyjq9-9p4R2Mwjkt=ivI_A{HStRX$`90cR3f zo49TM&YqZlJQXhL*v8`RtCik)K&+@2b3Mm)w@uRfat_87{ zp&co`Su#@xL`nxu3KX9nd;QCQL!ZOM4)^Jwy3Np0?+|l3hlFORwN$&h7-c$7?j8HX zPu}_m1Q?)zBNdb%Jk11zI)PVrIHY-+9IY*gqrEu!hfyI%^A=gh~ znL|9$y-xsz&!UB4ZYTu*MNH3>5kdI%$XJz!>-5faVX0YR@$@C-937*@OLbN1Yzt0L zn@wbvq`RGVPUSyb*cQ6L@~jk}{E_v;<^*Ye?ZdYRZ}zxp@d-?Qb$a@+BcyEdm^Di> z-M#*$;Mpm?n27J67H>7!bBLP=7I8e6^d!@rR8N?pFQ1CWA8~)sFKjf*tn7XN8aw>QCSeN)geN8a4Ac?7_HPjes!J9bE>d1!;0oaM3n zjSH(9h8{H0M(70JPH`{Jb?z*``c}8rW0BPB!A!v22RRBcoq=Y_dW$xVfTdiPtih<(7%?)>v-I6~r& z-+pvGd^>cmuSQ1f_5wO!{ElP#>e-f09}XYUMvKq5B_ni=$KDz$vss8H+|M>X--)FO=IXLxo$K{b|Y2n+Uj8^~n*~p5Px})M6BA{ zs*BE3etG;uD_P9pi4JlZc&R-w?hOJt_)cJ2ixF#ZQ{c9#G0>P|;R3U&wz$P>NiQo) z%e!orLO*HSzqRG>r`h;ATsCm;*CtxP(SEhgLc2r}%Bsi0b-$ie0d%t=&=;hbts2t!{!lie=ZV zSwlMX=@oa}oIO)bkZ`PQ(5Ch^@8fMg2{s(l zOWdE6G|vMs?1Zv?GHXqU6SCb< z;SWu(OwdlMk%oj_Y5;ozvb%2U-HLls84wVVE~>3y*7sgcLOWm>3FqB?7GU^v#cC76Kui{bm0iejfgsFF zdvyoefXw+YqY(sb*wH(CZrLJ=mWtW4?+g7sK{n&h&;0@+S+=1Yo9Ktr?if0eAK((j zP54>N9uHo4?C-w|>Tf?Z#b29+p;uuWhMlYov?ILg8$CvneMB9{vIi^u^A*FrlDW)P zxXwo1*o~co^^d!U9W?eziqtlKM9Izb<6s~I;p|o_#ej4y)mgMl829LSnqk#Qu;c}i zkq-N|Z8UWs`}&L!K&(XaK7T%!<&~VhZ^yIH*_N6{-?%Lwe>@2(sgOzD(T%3zU^K2j?0VgT)q1%b;CQH>&Dn-(i?z5 zD$qi&-D^5is8>qk`0Xx77fdi-#=0gj*57O&@2=oL^i0h)PH9O%eW-YWvHnyaZx>NC z>=3^CEBI2rmv78ize(2MbXS#B!tl=2$zu)9iPDG+^}?NhH! z+p^Evy!M_rC2=9~T)cnk-lGs0cS9+1P`u7QD^+sV>FY1+-4So|9eHOG1+CeEFND6O zt6H<9JL@3X&8Mp-(_Jm7p3mYQuhL*!2&WS_`82fkoncbw8moe8t+FBFSGvEkidDTWO zE+@ZK+d+8{hROQ;WF226h24{;)4(E2p@)&IGqw zKwR&sQfKtq?<}!JV}l{{s_Mytn)opLYu%IQUS2%rAYMpTNp+z%g^V^~h0qPbst6q@ydo=N^2JqL< zF50T3@ffVfMR}v5SZ)kD0+2(UEmla`Zz%CJ<6tyXm7XWrYJi~P0YlI5MTL5j2^opf z!5Qv!>xYXHEciTbht^3pE*)rdrC>Ux!%)`4*)M!r!osKPT#U@dx+;x>6b4d{f<_(< z^#3@quzqiCXEcUZ21j?47$z+haJCLDom*f$u!AmLE7vBT(7Lf&&|xpAKl0 z-tyQfWtnTMqw}{-bF?6rmm)UL@b(*LRn#&DV5JHbYO5Ho)PZyHeObdv7~4mAe#S12 zgouN`k{%UawxygR2&>t5O3{gpQ_Gmx45GC^y)&~l1J@=C8a~_Ax-)9fo zZ(c+vY(rbx%=AAdMqHGOpg8&NS3M|*J!KOemL zbyhuL?qIG-@}haDHs9wt4K~;BbPA15=K=`NZtxvGk_(fa9Y%FXEhavUR3A zzvwP1*oxW5cK4ZZq+4%KrO&C$)+(g5HofI0Z))h0xbD^l`m^GJ)S*$iSMwH?2YCA> zV$hU%^f_5ulh~)z?cO0|(ZK^PVj#BW92H$1F?bjPy}jXfwRS?4idEwilyO^yp5>Ul zt-SEk@{!#0qU7xo%c3t5vah=$h2GMjRTx?4h(03wxoy$L5KT#%)gH-1N;zS1iRNa^ z>o3Uu)J=+cHvPMRjMl2Ts}IXqG!R{@Gjv8DuCN$SP8ME+{yR==ed~{0BU3OH`2V;{ zOkOJ&>ot+>Kd>BTVZBEFhMz?Hd_YZ5>nC0tbd4=)bo({%8efEeN0uHpkWao zvU@L9K$VhEO@t^ku6aPW@L#J0oa1CW>Ak;wqtyAFhRA6d+1$<1c`*sPhJwVSU?c(8 zto|xae1#`LrN$Q77-v7!qI_CUva83WwlPpJyq0MHCL}_|5zd7KC{@P#ith}@=U%H&@^G61=r0wt^80vgXNJLEmcM_eAWzb zzfVg3g41(1$bu5y&+M{+zEB0;<2{y~M}J!xyG&Ddgx>$v8gpv1^z5%#<@U3)XrgUw ze0{z(U(o$yzx)gM3>UYNd)XRk-hh`@$H7tDEfC$GCl=?qnOTo=rOvxYhfT7NwqAftqSFL-#N zspd60#wKl@`!9doUJ=$9iRHvgT3jkG^c`D0O@E>ZN=F?7O-*Arv@5|jNsJ7ACeNVW z49<{dTLC(f2S}<>MsiO~kA9DZpe~9|W1;zVTPH^X`YI)r15e#HHgwLIh}o0&QPS)v zlMN_&(KW(LF_=tg_ssH<*Aw{+pJkgxKP5a7l*-WC(8tUoq$qw%OqS!y__5EE5Zky8 zv`9pT?B?Vp45$km2D3pd`J)#UE73LDd*cQw!ZilGaCDhJ`D1<<;pCg z4%?R}w2PNl9zkl9K_18)@Bx{>!WuLC_diNt&?s!RzkkZ3pE#Fj^l2T|^ zHA{GE!f3e8J^$iwVL&j2vUDxWM+D2Qhu!A0jXd;#*}ZS39b6~g2sK_dE39e*X_$^| z7jYe&{A76=>uUn>-O3=U%cl{q>U(KWv8_hZRnU&>j>z|iF0P3*^3SkY<8X6GeK*NN_JZJxcwg@o1GGvI?OfDzdnwXDwsmo{Wu>8YpbpK2nHi1TcNlyVFs zh-Hu?UoySy8~kI~o_g#@XHk(0G$`Z|&R!>lm%T!szFVl~NG382yD|M8M9p}p40~4C z?MK>-n}gjNpHRVjN`zj-F44?Y?a0M2M(eD#xyjFpT<7eHoEK50Y7bob>1bnWC&>5)Dp8`71L{i0vARMU_cs7Dz3-^*)DN0`^@l)V4|dQ55j_rn z&iGL%KtlRQ#)54wTd{TU$X>JxIWJ&8(O1LGOgXno+wx+W@6OEi>Cgq09NUP+a$q)9$ZHLk-;n70e$E1W*INB;3%se4;SUpdJH6179B$4zsdpP2Ex$1CZ} zcR~Dt9zm%aNiL%2u5Ws>I!RNgoG4z#b}V03NwV%BAM$CT=HJ=QNvP|D%s)fm;fLM! z3Xrxl)-X}cp8*#g1h>XAY?5LHvYpBbeVKSZNkj0imsfyZ>3!`3MHk#=-lw#G<;wz?3ZXUg48$NloF-ppKxCNYkJOI6slVp9e2bUW_bh7^S#{l>6uOO? zudW!l^e3+ZhS;cWwuI0T#a&=hY|}D@(a-JN+H^c>inWCwLiqS52OEV7ZKlk?W+T6p zLmomTcs@|hOVT2-?qrS-GBCk?~=i6@St7oE2j~Ji?EG5gh3qC zkd!N)W;oIL%H%v2G1c+>`q9Y;!Z`pn>YNKTf0B=+yS>wtKAvx*rhR@2D2vp*tdX%{ z3oiAv7{WxoB)MTRbK}~{2}jj~3$^dRZ{D=23*F331sir9Int6%8KsqT_3G$1DK@?> zJ^GE?AsY9-Xia^%>S1MsM8pBF(iL*ajRMIN6p?Z6s*}5-lDm>F>>ga*wmP!3wA72@ zsRX=bbnKst>^vPV+8pZwe0GA4oa)5dxE%5~UgFDP5Kozn(^ExDW^z9rA9bSp(2Y#d@G zA};d5G55UIaq7>9A&lKa8Gtp=xSO{)mT8`sFinEotc+wclydb<^0u zr{*?UJNv>4;hK0SHy)CRL{k1-s3rm6H^(F!?v@X=Cr+NC)ySBX!4ZY zCl9|?_3A3d*QCyO+Y`mlWB!;6%RMXB&#U2j#fb#AZdw59n%z+Ot#K$Sw9B^cm2WO` zFG{KB;Vgm^nOsY1o*!}Xe z?&1WGnfY|G+L+kTJO<}(8R(Gb8El{-GMN7P^(sp1IhD>2vVVYo?rb4!i0@Hc7x8;c zl;KNCodQe|*J0%6&SoR+N-wp8ymCR^r*5Gd=TFbwT@s0?%Z7L{54P3fW znyg@~aL=mk2bMl5p{iv+nQC&6ZRL=5 zBT}-7GIDTWDfgc9-XSvDYbg;t8-yc>TGw6&99Z@wzvi(V>pCTU zJ8pr}n#4&-$v;|Le(Fa>m#yI#W=2mz$=rp?wD8>I3sX!R8^CQv33N!x2W6^d;rsv9 zUMR8l5EA!TJXi9F+v5Qr+g8ZbmXcq{kU<;&Z2=KxK|7J+XSZaPW^0Q?`|=m4pbAr(hJYTToE&YJ~RX`zu|W zOsd077l+XyeY%ZPX?OarOlJFBclSN^xXcwu5HSE=i|6d)mC=8OP~bi~IZfT$>6bh9 z|NIvpuDM}AGK;y_7@+#AP`{+-P|mA?{3Yw)U|Q*bBac~GSv3d^9QQ)KF!|Kxix-fR z_|GTL25b5k>!{zyu@Jo>LR5(H0r`1teMx(ePe)(PR63I$`m9MQQkezKqa8>Yg`ZdE{LmpM~D- z63ZUue|(NFUXmGnH;+FZA}|z`QlT`0klAD_x?@P=6oL!Ey79X&x`a4kPA3agTxZjn z1&rthgTN>U)7=d^+CMO`OG(_7n0(SpEFg%|2dnQ&$d&iHP_=ES6lzJm#{R~lLvgf_)0X%=y}gr*-AR{+kt z97?5pnsfF}Iuj56d1U_n+tbby^3FwgikG9cEcO8~RFhD-<$iO+y-nGB{>3@Y8j@cV z{g}A$$1?UKuEC?$sPs_joZQBv#tPfW0EG42K+MRT?}E}i5EdYLJJ?n&f6YBDHy(Bz ziy=6KF~IUNFc4C7c7-l8Xl9v)@0Gps0=2Z^Hz=jIgHum1Chz-+^kFghH zCtSlA%4&)>={f4Gm~{yV*NxvZ2xwSdUd~LIL9cwXNiUGU;U#f}W{5PuYIAyT{CF*^zm5FCvJkA0MS5c z!vMiTFtVvcr0Z;}I&uOLNT02{GuN6K=aft9h`9_=radbwX^D@PPkU!9>U7zb8tp9@ z?UByIQ8(Vj|oZ)x(`fg!TM-5po=r*`HTrYnHW)keZOdP-|v* zq{RPMO5yAk*h&Skn>n`1KpT+1Pj-1)>7TFnCo7@TBV;v)&TfS zXt>n9FfJzMPIL0W(w6xmmPZ1{yAUSDAy3IQ@XIn+fiLVrOZ}=BOLLP%Lw%SZH z&1MJ!I*)f|Sw!@WG-2!Twa1ud{9*SvSuOe`HP}dl;#+=*sQvJDES^n|iqs{Q5% z@?1LvNZMOt^0w%o21Nbz&|o&uRP*vby#S`6`?ky(B^(3Obl+0cIqg_M{lU6@HK=*- zn-3ck)%9k69x`t;8hRf7@Szdta-)|>j{H|X??s1Zs@4RxmUk~Jt#w-N18~LkC-KJ8 zbB&`5aJ4ny3dBY9Co&YG|LE&H@+h!BO0G7J>dD;s^OH{nXF$B!b3(gRBzxt`3%SBL zZ{+z?C_PgSC+0;y*nZ&K$|VBrS~8F&n=a6q{W8!gT3XB#of}GzYW#fc0A$!Q5UgBo zttO`YeTy0hkW>NKwi{jl;3NI7zF-5AOuSMok6B2`3W(`NF_(bi6XGLi(r_99m!pt})x04iGwb4O zGEVK>4D|!||DYCx%KX9aD*_HHt8S{B;ufM$u9+U_P4jUv1B_j$n}Y}AreP7WJB?G} zAjQ04g$F~W>IuG&;M2(tiMC74W1xm~uxj8wv)i<8sEB zKR)!BG?bRkm6-%P;!QFL$UIjs1)rsE3t^Af>Bx@ok zJ}MzxbR&#!q&{*X_0mlgYy#MdEXN&GX15OKWijpulHC&936Vt>QeFTNoZMQK)Lvs*pdEd zi=wF`ON?+D;0zTs2?l19Zb-Sn2dyBpbG3;V!?^{*69HgJEO=eqs$6GB7_xb%ynA<| zIaTlWXsj1=-((B4M>2OevBzMxL+Qo2cwe_OH|oYqv{pDd#FcvUTjz!z&CoA;5t}|= z5QcTbsotUBr9fb*Hv_hBy?w}{!{xo61#|W~NeR25he9fx*Oy0X9?@h#<=Z%t&DcRb zp|Fa@V95Q-&U=-FcODkdvpwC?(Yyz?BmyO-K!LH z=iGC}qmP6vM(k*E`=)V}+L_rl|1*^?i(eAA-g!u3bD;_J_m52;g}|PA(%1Toew4Qb ziJ?u!cl;^Ovax}L>^>C_w4;7*uat*Hc7SqUHDKNWQ{aPzwY`H?xvlw|UoX;^zSjGr z8zL#WI_k~cqpM0m`;YL)0x#usg&G)%(AObRYh9~77+gNBX1~AeApoJ@$}~3llVXI` z9gKD8PcsdM-Cqf^|KFkal%b=35Gx&hC4XGZu77iUdy74j-}l2vQVlr4Mm zXsM2o#;q!bBJ{fA&7FUg6Ch>bqqQULBN*{5oJ#MyLq)E3-2pC=%x``#3efq@oNfXX zFy#6{k0snYVizXp5g)+6FHNW~&1<0!ad+#XT;V8QQ(--HsG;U*cjc4Tn#KMde{_#% z@0=s%%o-VWAvW*+HA77HY?SPHc7_q|%8P9A@$u#r#yuDY`2MR2($iRU&CDMdUv_cH z&oFOq86N3%ddyU<;<-F)M>|AD%;%ZjAxgsM&tK*R_CMrc`U7r=NGOF=H@dYMF)$MV zNphZTb>uj-fHJ7_2!5E~y61FO_Yu3HzEmF�-xo=ue-fU-qrB zl9St^Q_W+VkAU}mRtb_@{i<+n;NrbRH{cu=o)VoHbXeDUHaiHtLs|Oa+Uj-r+@@CX zc)#jxyFUHlfu(ZbrVS?TJ2C^Omk(&8?8G3g(5q_3Yof74cOFxf2dR0d_Dtsk%htvz zuqbHzEnD3m-eZX_l=`bHK^THm7bw=C8$EOSbRfpn7`z4t%s&H4(o)OtqFJW*eZ5U7 zv@1bGRSK&w0~8WEwkUR7iNRU{iw-U9q|Se_Iq~KQHYGd4L0|`c_^&g|ix>WVqb*Mo zik%>9kd{}$7!q8Uw01hl1kAWT5S?lip5tnrt*deaoN(>(_sK6?_Z8cbw%0qOHxH^@ zw1(A2!5F2`(hd-^!Ng3mMuw5@5XoYd=l6}11pt+ZuadlzC zhVCc%=rfynyMxjar`LaFi9F=P)Scc!Gr7W9{nz)J-%K@ZM#mp&O|YBrD<)u4`4f?> z)>>GmCbiCIe1y(kStHXl^jCGt4=A9bt=NJu1jR3Raf8=F$Wj66oDWkHT%Px0nDJ%C zf}+vs>o3q`P6FPd!A|0?=Ef&ljr*zlET^$&d2H$Bn(7%j6F~Q`vHHP=lL+h z7N?AeiTXb7ZTspld}a*SIEMCwsxRtgl)qmLPcQ9d0)`^2N68FgY!yyDYqfm|xG zm_w7IOLU#>kLyOgb*O!fXj4y5mBYj6rl`Zk~4y`@W z+GM9FNK8nD3R^!*jV?zSppPO}=Z8_0P&jrP5LRGLAy4P&{s72Cx*X8OOg-sKrt?WIGZ+a*0UYY%$kBgi_vS_V=?E3hC&hK`2fgIwF0U_S2?4o}VCf2}seWE8CB#Io0 z5cVT2f^HY=<@?+7vWV6tF=KPB>XW4Kt-m|HzU-caNAA%ijOHJ(dkPZfRqGe);Vx9_ zX+|}>9O0GRO^9}|#jy;k;q=e$`_DJrG_uGWK16@u(hcLEIeEe$cI3quCX}NW!G^VO zT~nS9#Eih9ov#zw7;?%D8riWn>na0dY1<34>A8s%U4y*cw>Pk4=Jva{%z>TM#~Q{Z zQJPqm55fCP=6RdNda$+=T3D5#kz2q1G}7>Iypv5bF~NNHY@vb#uuDlLD>02R-dk0H z{uDcaVtU^hx6#qjk|~4^Ik1^^_V1UW>D2aEqFAQq*T0j>mdcwwU{YI^MT~e*GYI%% zjK8*V;Hb7ZJNtX8H20oR!!DG+>I{Pj+c8*QeA2flPrEz)vx5is;N*I0aRqt#%%on- z^psb)G4-IXYph3q)Yiwb9x0f*6O)PiBkMs_dt?_+~$DdLJLNxQ=_veE@VQ}5i07KMpVA2{VuhfgnlkHVG3R=Tu68TgnR48p4$Bc79WGb!o88p zW(N4&!Ks?l2(-MQkTTNxJu(TaP)%l+@I#&m<@B$IbM^8IE01xyLUfu2zR_d7FfuH> z<+t|YR8>hj-*;iW2T{z(3uL>MFrcSgF7{w)llGV_EexD3-Vd*Rv^MtG&y zeX)LGhTa8_X69*_aP7i0QXa7+Cu3u+kB)sxL$Ol=L{_;#ST|GU>{`An&WZoF(I68k zP0CY6JL_X5FOP-hsyEW!+jSlDE>jau3e#c&+?#nyp|&27c}Y09U%OeHV%0}8g+LL6 zr5>`F6t6Pd!ga1p?YU%U${O*h&?HQH8xm$oJMQuV!g zG}xFDf^Vfsa8>cZM5F44#Kb%J$PkDg89dz>ND_`Vd=1BL)}`$tp}5i70v-(!87NRO zOA$>Fjl?j!!seqYaiFQwAbZd(o%kfwS%!AV6%!UafkKN;amT@=tRbV8*iVSg6)2gt z$F2(!TV>F|5BJz$f!;LfkGcpN6pw>b&fXFWvGqiss_*>XxQ7q7>!m&*8UiKvnYiHv zLr2Xs6}WcGUe+^@1pI(qWC#&0kAoisOA7DH|BPKCr?pgMZFya2HmI?xN|09jdNt!A z)4lLd@F#3hfD+6G18)6wv@O>9LiF!&#kU`AaGxK&y^%IvD~J~!`JXVFWzj6=8n6h>l22QI_kGoUj6jNCv-~LN-KVBdGmzfT=r45{>TxVqnZ35;> z(1&Y3BPCJAC}jS4)Ug8@6`1|KcB=2EI*)NEzRMuJ(xE4 zhYXdZeI_h(4sMvM7rt$m=i5ajN#)~l8y4Y{b)RM@_d4IhM=X#0X~4l0z#Uu=XI0|x z5rTYZLVpv+sIJl=T+Ddu@;85#1UcR`+Xm5}9)0F@s4@6ctr;K zx+(_X6n~66s9kAH-iIp`xRLE70i0dUZ~t{RJCWu=p@-oa9h3|E3=dm=@z{8g>4nJC z!TYrYw*+LRVII)%1!pe?oma^8W=${ zljY{wBlAhwug>I#4H;_lee#qlvj>atO+OG`UkWM_1E!sY+HklVP-co-=ZFd>U)217iwL!=Fa)*s1KWXKTE~>CD7wXO|!hu=i6?Rx47C3j7Pt{FQLAHsfkQN&wP8^qNaebusZ5} zHtZ7>xK`slIlxY|A*+TJN&hN=c*@Xj-+$3#hp0pKulPkgLw?LGwa%rcUB`>P>n2bC zTtN2?`I=u(LhE>lo-@Ravd-J9e;_ujHF96H*>4=% z!hau*mF@`}X^y`MeRmSI^Hj;`KhB}tuD}&Ie#;FG zjHJ|oXJDWOx1n1%ssN|Ez@Fas7NixaHMG4XPkC4bCJSy1l0*9U?yViE;9>A!W@H@P ze)e|;Z*9FlSf9{qcDACT9rHH9S*Nc58A8MnRNG10W`9!sz*`$L!nHU`=o#~2OG!)$ z?In8q7ld?R`YVqtxCdkmu`d1tv`ZXL$2r#g^{d=U?3a^_3l9w34V?tFQN*HMFb4IB zBwbX$kUT|TK_HBUWR~amfHpUrJI}k&7Zr=5_-grvXWlrI(ziD=F%26nh1!OrT>W^j z$tfSr&&5eto!m?E z#Olbnr-RhzfgcZ;&x#^TfblqssI|LrA(x-isP)S0?i(BITg(hJ9g z4`I4TRG*>Ie}6KGY4DZjMFo^u*7|qgo<_YU0)&zbdY!AxZBPdj&PQY&d@IWI{uNuk z`23!*xLqE?7lD*O6xCdi69j-rxYx0z+oU$kv=i#=c(v51zE845yBE#t>6Z1~e+ALr zoRFmBYb$WhGHuB?g|n~+ilTJ^p*iw;fQreXq-Da`WR<9u!%re+khG4YG#kE-iPYjG zuO=OB_*c*Ij>=Q25$8CCdO=hIDx1))>BA1VG^Qr4FK%gO7=4wA97mOTrGAU4nKT`T z8~6j$;kVk~5%8@;&MdEd{ns}Jk#=+^?I@5$#7*4wQ&0oJfngugs*@vDZp5HG>-Tb) zOz%)ciEqfMlb;PE^Vdxagvo?Xee7Qu#Yq~i#qeMmNTyg+HH2deRDnSdB+4hl*$;Y& zd!xbuBl?6I?KgU*6IdTIfs*~mp{*R(^9r6!K%YJsRJR?!apz4P$a}ONHZ+I+H-L7I;4vZ2Tw~^5JEw|3?Q^-sG5tY5rHNc)(9gkG={bI#`Ei(uhm!Kg$Dwa)lghKq3%O&F*T z>$0tk;elFsF77WHv$Ppxxq83PH^H2WFHK{ZS054($PJ%HGNo&;s{4X&c&RL?H=p-Z zNc~*cP~#8lj1XQ-5S_4(Au1R23QDP{J~P!G7wf-vU!I+KIF-)7hDI}=cXz`pbT5>6 z!C58-*K^gb2b4Efxvmmxfa*;SUL$1fNi`QBlh_S?rC*_IKZbdN3%6t?CMqw?9`s}u zbCU7fB{d&EaQ+Fv6#cr?X_aPAS@1Hx2wvw=W|}+yAjXklZPVJZf$86|euW?TZY3qF zK3L;*|Nd_odePE?1^&`IryuS=I#M`i9$|5;1($=^G8sBiqWix{iPd2>F%FC!tbU-S zwQUUR;B|clyD`kjwI#6cq86juzk$MLGl&toQ8TaYC|46mL+63fYXc2~fDDM{9_s{T zK!2ccSz>|)y)yB}4Y$^U&AmE5ZB=?J4Hb6j?5|8cZHMA`8_0W6MS3f@JJ(x)NjTp< z#P!>D3EOpK(e3b4KcIP^n2yQJFtLq>oyw>qX>;QJow%GO$<69!9Ey{+bQ9nODP!`` z;%4xgrHDDWPNe3hu8!-Z$~sLOGcL?^ltc*YCtz}f-KrvP~-g@f6Nj&KfVPav&kV4VjfWAyA(H>+498+SeI$w(*TIQSJu<&T;CXqjfdGLw3{ zmFwKgDEgw7>h?xkp>G!zF!Z{9nih|m3p~RHhoVKB=U!37%wfa}w??A#3wN51AG7l3 zK3iXfySLdeD52V@-crQ^^IFW?5nH>=4%~wy2mD9N(BRjXoBLxt>ERJXR-<}o+bJ_` z*U5Tv}756 zY?u|ciG*=S`w4p!nxN0X!QT(g0v9xk>n}V>bB;63+fzemtT9oA>DM=7yfz1JLnwcj zmx}hosR+&Xr!EL6m+FO2E-ls+F%mA=iqCY1{xrXD+>PP0Z4ssg8=a8=eowR^5T`dW z)c;R%E9Ue>rO1${X!7$1NH>0_TNJA@jq6T=f8;>1T$SPSeCuJ?*^IvXc_7bU>G#1B z*JpI*E=B%LCCgWNO_ z;yoh~@9knNEJO;Ree{{CL9fLkK}~f81OI7>`|=o_&?MEz5FQ~0$;;#4ra{b`oBk;M zKr>O$2X089<9O0qhF=1Om?^$FbW9-k%NsO!rR=j=(0YjDoPB%&W4qsf?4>@o;dYG3 z`%VJatz&c;w}0CF7(kH&1A$w_=zRa@4E>wI`OhCwZS{PvNN=>?XPi)q%X4AHV9{>O z#1log9>>eKw>MDM?WbS&Kb5}2&PY!ea4T@k%#jj!+0@D!jayX)E`KKq*IKd zJVn%ol*|srXQ@BgG-t-%gO zB|(a&{cWX!!cVvq6Ut5h=9^BVgty%O7*C7PuQ@d&ug02R(p6}G0qdM`Op!FeBkOlrq|E!G; zrRd~m<&rm?UpKjgQ$*zj4LU9bo!9Y0%l?^x^MW>A8x|)ibRj41nQk)?T>Gar6*-ZV zb;LI#hQpHB=KG%hT~hbTpkdvct9KsKjgWnc|Le|q?aW2AJZoR-9@o>&fyic7Fdw&( z;8tUBg~mX|&(@#ZucCxenj?28np*t?vbF7}#nFXe`qbL;j90cP;XGfev!V8rckqVb z0ok2lE3SG-=hYPz?y&LreMCBr%$-Y8jzq`4dXT#pgj?f?B1ye-Tz{c!4QKM=b;3X^S*7GMDzN%e3 z8?tVk8t-lC3WmnU#~u4gLr;tYI2}YVZ0izNx}Gs0t+CG)n9xGi+2_A}@IB|(wZS$Z zba$aklGY-YZM=hTFC8=?+A!wczqE>1=>ZO+Q_Q>hW9DFNys$xr-#WeM6363AeVq^; zCu0``oPGUKr_9i+Zfn9{6^*!b=F0hdA7JOBODr&nrD96j`P#{AUuGHPy$=sW_nqu_ zj2AS;9wyTvOt@Rsoe|n!g`%&&7mEiUP*`-aP~+lM$SN zUCfkBVGamju?96gpC*UzK6*fvp;O|8IYs{N@^}0CDQNq-+hZIsFEa{;R=-2&3g+E* zhfRnEyDh@@oh$TB+kZX0zucYj;)EoblNjZ!#L|qyp8k1a0S4HTm*EW5blAo99xr*j zu~Z=J{f>-3jlQKBf7IhY7Xo011JtQ^5nV-paI43KHO7*EAXd3xQ-P*;e3xJe#3r=o zbsP1iZvg|i`AsVwJP1#%W-239{ zv*8@v@y!_BW{ySdJq{+lEUXGcPh8N!^;|m&-@B;4`1qhNp!l61B>|NVvpM|*QmR0uSFIMvW z@8i~pl{}NM!U57)uf{YAb{!tGj&S6jzhv~fO7*}{FSQ7HJ< zhed4CER8u8!0;k?YN4OvZjvrCN%tj)*STjEiS3+HIFfk2!lZTM^4PfYs4k<~OyljR zb%nw?r~>r;BkQiz-E33xA3jRSbgqn6s^1xA9HI3ugs_|Ma;e;da+~jg#MRvz3GHjbTytl-B=x0iI)9 zWVr2^?V5BCz+2)P&3<++7OQs~tq?8*Ih&IruV0BA&zPNo*uGgZX?_ILKo8j3i}~2k z2G1RGnf~d&esnmi^FBymK~)XoSpRnxvem@0Y-^uHPBRT9`=>Xz-NQl5XV>2HYIrSo zA}v-b*%Mrl)ZH+D|E%9@|2`P{0v469U`OglYa{EF#vTR*S+2#ph{eDJ*@Tu5^F>Rn zUoi+T0u&!Ry=w-IcE-oY!DAA)-3qhWCkLWyv(6l9-d)>>d4q4Gr7RE7{VPRJhrcMU zkpdFrvfXNNCk8WW9be?V+a!1Hh}X>DZVmp=$IY4`Sr7{HeF?7QKAP4Vx+qwUKxcsy-r+ff^&Ci}3gVO$_M!}IJo>qp;jAN#p znSqC!88%hJEudfNr~aj9jH@zkkxyjg{)D>!8`=w8_v*1ctF8}XfU}pnxyw@ACKDWh z{=Q=mXT|xD$zOFC%|48TGuYn9uoeQB-scGkzk~TRg^2L1offI@w^=nCgc$hyj5ipE z+GM<@U_3D^E2PaNc;#IF{8+_k=hC7OG$eK2x&TR+YNY5siH0QR4!lUMJTiDf<7;k9 zrqnj|-EKI-(z&`PGtCf2Yucu$(WfZ7Vw&s@=b_Z3o85y} zXzdG*i)MgXIjLcrL#vr<)gwixy+w{UM}KE7pGE}En060ERR76U#DXEOZw(C%C6K+2 zAD-=tW}7)T791{D_o1i1B)&Nl#A+$fYWlFM{C`FI|9$}fK21?k5@u6aNAaG|eWpUq zsXvx2sn`Z{iHEpn@{#02Hw^h;k=VFyX@LBZQ)4+2%>TI-sQLpr)SS;A9x~H7E4_d@ z{C7a*UJU8Nui@{uAfvah{@2HYRe@YK(cgk=_fYR=ifBlSt-o2fw(e$r|1k^)^Pg%< zvYqUySJm8yLGVY{65n8dQ58aL)0KoIjf&%YdJmt+4VDoqot{i_XMzsxqq*21Q0P8eH7_Iy6CMiGO2A>V=D~-k~2kpe~zgL05 z&kfiQXhjod`gO#aR7hCyC9%$*I%SZOI1dy5wsk^dC{vs#Wii>0K#qBj=lLx~ZOWy` zt`kw6Ut)L_$P?<<=&i)xlYY~^;ck9FIhLY!!O`Scz{R&rz)(dzN$2p8bf%Hc=eW3# zl)p-WtX{gLXfcHIRQ0&QQ@M_eZ<|ZE_Jg)HyTjJEYfNAeaJ+O;C%N*$pau@$u- zCS+kog{L5rm2%L;0vwe|oiau2N2l3Rih8WVj`%#Cw87bHUw_@s%99x*Ueb`d6)=H#M|s*su}Z zWsh;%HwhRFL6^thJPZkkbv4|K_XxYU5t)*PK~Ebzj~w@ofcJJ$G3D;*50&s`AYGlr z(_UOq@@W)~CHr_n?!Fgfr551T8-$7N=tEqS5;VeiuiK2y$>ZpFP=$JE?Wc{+N^jv| zZ#J)ETd7b~itd-3dksK5uh4QoUSVo_?QRYan=-3u4lkKq%olRxesmQ`q>3mJZC0=K z&w=I8L~B+p*OzTSy)Y{ZsO|4bQV!k!y$ud020UIevDo+NU5=@j&=IDBgo>=+nK}mv zwOQ6=YHYo;Kn5x!EOzi1C-a-#YmUijn| z2hCgcmVPd872w;O1X9m*yEBXX^K> zpWM@7_UKwq@(3(?21to%e1XUgwdDIHIRiQ{Ml$B3kDjewn)-xq_{TK<_%{Q8hCQL~ z>9FZI%d7S3+QGU3V8H=@?6R3^X6+v?-hcmTfO+W=V>q!m9qaHwG`I0Ta_gj5P+1t+ zIo6E&X8fz55NFtlTb(xtGpq^3r*nnvZ7uA8qD6)F9a(`*C=^l-GzPl9W7dDLBRCp1 zN&r(3mP3(2f81T73YQL)Y|~2V=ax7Ft8!0+LK)K*U$s|hWwK8^EJLPo<}yYU6r5r! zhamF12t9_5J=^^Ze|h+7mD5YKrE9>2mb}!6`k80{`!kg5H1}4`N&)N^lgnSF<(7xO zkxV#x&P|U_O}$FcV=9zau976fy~#WJ6`9Zd2`0-Jbka-)W&P{XhE7HK;F>uuTBm$X zIy0X?YM=q}X3j7xhBLCAzB%M6AIiOl%8E=E#Ncy|(*b*3jb5|eyh;ubf)91=sKQ+D z&Fe_q52cAhq#*mdN4m0k>LCDWWEOZsB?c$vdaC}^`}(nIgw?dym{+`bvto>9@ z#an);9c+-b1IZDyPi&mdt#iZpT?HEZ63j(S?83;R7kZUbt|sM7 z#i(*>M=)~?y{`EE`=MhgZycK$e?g4`kUu!WPj=X&i%2?9qziBb`>}dy|x%JXQY#0 zk3&h(3Ph}ZckbTZa&redSm+7bARa39`3wA#c@OAa?~GHI21P}2e*r_nh~Y+WKKoK@ zq(NMjOE4F=cAuDa!qn%UYCHe+9@pQcoD{KC%~|TWXUZm|zPI}w9Igwp3`X<#lX1No zY{>~)8t@y=n4%rcrn)7m4N<($+jy_}dU|?Jsn7est*0ZYGjC``onkX@Et&%v`rb(W z2I)tw*UKNxch0q)8u0y_1)Fpa_E`+q&Z$*omVKJC6M`J6NpN>N{|m&=uAtt}AZ%z# zh5Au@?#a?R{t(A1Kl{)a2F}BxYyrT+I&+sEKTx&dNz-lP5;=uEsH4r}cOmW;K40m< zsQL8X=Zc%>sC!g|zD!wT%6&R7LDS>GH=Z5>a8$1UC|ARQ&GQNbtahWoyBT=Ihss@l z2yYq18-Ix%TGR6JromH^#BPU1Uj+sc5UE-Yow0!y>zk?;4j$W8attu+;wn-`hRs?| z8gZB`!i^_rs!2KPGvd0&zqJ@HJ*KFc|cKloc;X2B<8jVQVv|c{XG7N7~CQCi_YB z*eiF^mSTC3HT7wIfKg^Fw-AFzWGr7i6oz)}wQ365foHiAs zt0cB^O)Ji|07+|-qoo4mMGn1gWKT?46c5blB>?IrfbEY4C-R+EKJKlpQU2hVaTa^% zei0+?+ZO-M$W4t2COxYqozCbw&2E0`sn7C@{l~f1;5Ws9t(SQ+)SrR$F?9?1$8e-Refs(W5ChKIpJ2vOq@^>g_I*>uxF-^Cf_~Q>eYKeT9#bFG^ zWd8dGiCdH)4^xj*=X66}iJfOx3q<^@ty&{V+}041X3|WgM7z*BpPsA3s{dc&Rq zdEg0;KR>6fhf1e2;EdqHHrX}**$hm2O0p!Fu3Nd&BFbp0C6QWhAKPLfCX#=mt{ZVN zBethF;VZ=y?q#OeZK7%Jga78)pXS^a3&*)FPnL&mCrVJcF-Vmev>LvIcq(x`vN{8- z-)B?A!-yp0Ea`+7NOr+yhanKD47#=gSM@z0G)BhW;$e+UhDwWq&|F}QO63W|?Vqs? zGnxwT)I-b1xhEM!We-K2TNiJG5Lk%DRz>7Rnh2(@%Zp6cLJMG0dV|I8tCy!Bu1t%) zHXhsgDJF9{2@_biLUwEIz?>HkK>?Cf6#F_gA zHoq$4Kl=3CW6VR*0IwrY;U-&0C>#qJIh<3Q4lzeo;1_3!yvTePPPW0&HDhEJv!|kl z!|YZCv5OD}%>-F%Il;K$ukO~Iv_W50p`X^M)i#;wnVl8+REr9_f4{eF%1d1z@f2x9 zJw_F}Vq-FFD1g{_9U0OKTKRhTM!5%D2R=a=FmK>f)N32`F@(Q15PQ2Ka`ygjo^e{+0dTr*SbgoIzgr$*Ln}f` zX)~uy0^+Vk>^Tlo7JZ5*`ZuPPvWIp*CA#T_p2_6n8@AmZ>Lx-!oezI@aAp?ZmK16Z ze*EcS_Pphsth3O=;p=MX^L8JSlhg0m!w1RiaFUhgZST%G1Ng+Jx&)fdn_X|fDki-) zP}aMEiqamR)A0r%#3LTNs-JX&Zn9zf@3$#pF zYWaLNHa9a$ zw60_#SJSQv)Z`tPKUy*iHL2$P>b(YVj>b0WS^sUHegB3FT4;2YMt=V;n7Oy}C^S(H z-wUpVO-ztm(t!=MhZTi8f6dFwEY@48%$gdNet*?}W0-?B;+bjd?rX_0OEU{MOkNME zPAZ_}Ca*s#W|d2Ln-N?WEC-2`MYo@z#&n7W&^}koF3l-7`0uYj)wQhWA$Hb$`_)TR z*5TnC;t-E~S)6(X!44?`F^WhnUj-f&?~yJM2htrnK;9h<+;`_tl)$Os7}S*L~yH z>x$a)*4BteCZ#d%KYXHpvrWfMvr;sI_0qGSu1dYqfdrlrTGP0TFKnX>AKsnB|fO)HaC&gE~0K%;JK zByEflod^^p4Ez%9QJ_W|lcFZ7$qX2>aMHa>??+EI`N~s26Db}PZ$7_FXUf42QljBU zLF(}bH*v8|BlG#ogVq>#FEv9xOowSo*;*alT(jJkG!mG#qLDNcu-$0nNM!HLEz!W8xyI`{lE<9+N?)B};L}-np%=C2qB4Pm zo~@6jeF=NtnsFli{(o;lGKvFXzz}`pwGN$p`s4*C8C*)hXOV7CbJO9j0 zP5q3l6QyKL&>@WAe6;f&I2CjNi*nWkhOX(+FuEvtisy^<%SrY>=ra}j`{5I!Lr1nF zx67UPg#fAqt; zd^+qO{u##Zba?TpKV|M7bf_KvDBw-)gdk@dA;zJp?T_1wUpLbD-Hn>GmSIx%U~gvf zSLwg`^r746;dWGqy|r4_1)Qn#O^1deLvJ)~D3Q0*SJj1`6_>2yRlI z^*1QpLi|oPUK8?@XO|R}m6>meL7>L{<-cfrBr%T8XU$@@R+aF7OF0s2J;%8@M9 zlMd#6r!`ki`Zz@rZ|%$q7iegD2^gv6S>;v;qR77W(}Ncph&^&osxcUllwtqe!P=pk zzAljf4{KXshv|RVe!h_07dbU{n&bihu@h7G88X0jDthm8BFL}G@!~WP12?oASx;Va zManxwo(?3?|Cr~W^fc9)9>RE=7YO$hken&?$p$M?VvWJQ5{`L3kMjeU1!iB=U1B!8 zf|J}BdFZ<=dh(L|XxZ#b*GOHT+jPRuc<)tafhfLZziF~fTBoOFRD}71SquZMwY0r2 zz&&S48)-A5EwMQ~sESglCi)4DK}y;uA(1_rPTElFQ6P5&@ilh6CgWeVU)cLcO@)t}FJ3My2yY0ly zVO74k8}qd|tg5YlQ?VUrs3(CEz$U(S6p_vV`_M!f%4_kd+zXY1viA&dZHn4A z1@DY(!5$Ftn__4eZp_t$khu#fXb73NEGA4i)O)qu3NYSnQCwUcA*}SHMoPO-EpYM< z|EYsQ36i5Nj%_KlJMo#_@*ReF3`;gEq#&{6lnnhU=S*hyC6}ce5 zt$@?~et5V8fd9QX8Jk`=-Vi#}J^9@KVAFlSj3{n}QTKrM#rEi-s?A1}D%A)S+uJ5R zDG>MthMBx6aefzlfo_h9bJS}m?~9)~efW&nDyhSBn?Uxv&uEP8;)GWcS7S48k}Y2$ z#Z85PfxSYC^mevQ%qj@^{n>y_ET85pE*@rTI%Wg6y&0wsfz zCFh3+(V+(2TL0;vg;`Vx2>_SR|Wg{rK-dSNE-;}&HPTM$otxkj%v^ro_VJvk=>ij>4TfQ{CA zD(Qy1%?|}y$L7Sf@h5lGWK%CCLPdY$9N{wTL9ZP{flYJBO@{R{llQ5;37w)rT!|Qe zuyh7@MKH}wHZjBac_GjmDgsZQu2BaT<%J$6s)l(}?naV|1WK>R6xPq1ycd6V zH9Z0;>1;tp;HwlytEbTf+YvVcoa95UXbBNkI zic_Lt$w;xhsL#ldM1Gh(-R`@`cJlk7RLo^DFFw3SVs-}#r7W=0+KopkGgwy2N$OPp z5LF-E55g^Lef1Z?&ks|LEMVr}ASpW1Lz6{6*<1vvPNk5qVsd0S zv|{ornEVI-!I1_f)97ZOJ(J7&Has+d36chm7;)C4?C%GTaVG*D?L~!z`()JCjqI(0 z1{E8b;u~8Zxdu0%MX9JtH?yXvqO^9^vNU~VRF_JI)?CnM4!oiw5;>5#vWnM8*V4-6 zbsSf0!Olbrh2hl7%4!~gH=`=~hi@z>E~xf@v8u8Dj+>3NG`N$Z%LzSY$Jp=uK-jl_ zxVFngh|%m98pz>o5O`p!Xc(B`_rgRt!=$ffu#bOBpO~$S;itlE^MFS8A(p`9>LsH> zLS?mHV=q?WW1@6?A6X!ZkX-FA`?==Qa?#h(J~m83J$c9Sj?EX|i%-z<^{~jcMcXq8 zU1kf^#kHC`-&|8~-*=*+!+b%u&D9ZB&moqMv5g&!A4h4s>~wdD%=f=jG^$co#MF`& z*I}g7o_8$K^?|9Esbc%SE2fI#*3wnFW1?}qW0xDAFce+0)2po|4`{-Atnop0<3^E0 zo8dqo-0A3`-wUQumHT>;6@j75gQEOrvs=pRSptUyD+M(fiW*SZ&+k?tkqtsO6m4D4_e9IgU>~hW zdP+nJRXo_vwmxqUM}&ibel^A%QtwE)mK0tgJ>y$eF@MR%70b`OvsZ)z>aL8Q zX0?BO3G6fG?xz^}$*AcrGb`9Z%DW9A(L2qgpV8(qo)-_)UbA9W%GCvzZhc)ZIkt_c zQTBJb+OZ5g@h(Ar%z|2#ff;6;f1cZ%S;pfXQ7j~HYnsZ@XkTu@89t^XVJ zyUQXpfh8#sgrjv-x12CZ!q6&r`rhW_Iahk*a+LuAX@EL>@8$|&iz3Z1p9GLM_YB@M z@h_EZ=s~ICM9*;J*<%v9Yj2{z3?m zN~FE?-45F*Ke4O?rKz<_j!%2O{|mQ6e6?Cp;6M;~CBpT$#s{zZ*Mttn0}jl@mL30C zGoQxbw);ln{I7BQDvb|%1~-m4%XNQb@f>O@D=j6P^^yF&FQ$r5_Ii%yzlskjyV4w| z!DrOW64=J_QAtlL%5>{x?J?Td=8+|W8#a|4QPs;G?LXPXB0s-u)5F%?A8i6u8aI|H ztu|5BGspAkt>|DpKE^2?ed|rPl#Op6t!dy36+P#iv$-`q5gpNu_a9!0ijyA_%!w=g zuz=rjgeZGv1Fp|Kz$7U!LHdmKj$%u&CEA-+Y0)Z)eE~wMPxd z&!lba!L+(KKG01o^$9lde~~p}8kv|enznC8r`^4=w~y*vckQO4&Qe*C za*e%lO|{CQhs}Ge1zl5?TozH?{pyRoTaW$R*9zuG=n7IQdP*)=n%Jy=Sjj5dywfP^ z4-eU-Lr>0KQ#`Vs!_Zhh87DT?EKfQw5A5W9Z{$ z0x2j6ySWgZPEN)AHf;I2o5We?yz)F3pjIpIzQ^VdPmk^XZNIXG+r|wAXG%sj2AM6m z|M5d?&)A+Q>K?PvdtaDUL;l!vT)gIfys4s1{*LB>b;@08RyK-l`1#j6dB=K%O-21aIch0xbK5lP4~0jXpzOIUMc}bF1KC3tD{PY0z22^EJGtJHNA*PH7i^4_*(M8yTFlMj_j&6@ zs0ABhhfe6X6h1j8~TZ8&&)1E9;j8CI9K8Q9nYZ!U1@A_xr(hBX=N_Vx@ zPfC4M*+&c-p2)8ixYPUb_!bWZw~@n#`-M?BG1@>iIb7;mRe%<`{)&8C2Ev2bJ~rI# z9gXuVSOe~5KXUfXtkPoUgxEQrvl6;0hyx$k;w2|XgOh{M$yfjGGxjZ{nzAgjV#B1I zC~Sqj+092DDyblI?2VT@QKb5b0Ixe9@zc-1c?2yXbSE_h1x5t+>o55)nLz~gogEHa zPeQmfK-a5mD!zN7|M0Ls{HLIkRD2TmqxgULf&UO=efLkY_W){(2|xV!9dl|1cWJ+N z9$eWfua^G{3nq(F%MB~7Tr@?_;1y1JMv29!P3_)TGHJt1&LO7p1ybR_*ExG%`7r*^ zH%0BU9**7N=)LLIYo|Qg_(BIs)2s{#6=+}JiG=Am(G5B=C1)_SQWLDF!zk#XtK$l3!yu(+()$PT zrCa8QikoKSqQ6g(u`Xd2_N3tejowU9b94fdAn=O#o^sT6G*C%$MGH#kvq6rT*`E&# zVXsrF)FzwB#cG6jf*vT)%6SMeZZBJ4=wXRK5n)oLSOTD(G+=dt;l*hCVAYJimO~M) znTAzG=AR050TcDwgI<3^O2{D)jc=XJp@IBoUxC_u=69wo>j}a9c;Bs+Klaf-4t;_u zX>{)|dpi8j3-M4o3Yr2TNP9u@6B0NgUttrj-Up70>@bl%hLhf-+PRDz4fHB);C}q>JSi-mz90Lf_7IBpOEw=r_$+f|sCG;Q z$Zp8_%!U74Z5lTv#ZJQIhW$RjO>9BRk$E}30z8t!y~X8tAIiy+eZ5YivxYXSreu%5pFt@;D-@RfvJf&Yc?8df{E+&nObW@qjKeB}1-B-aq z1m_7YFHU^^X097He7>(f!Z8Z{90si`n0vpMC~@$D`+L4eJxsFJveEwxb~lRZrMA%+ z!x1s`>1SN~zka4a5axaCNdG_VUo;D}<4};L?J8BbS(buY6EBSKpv4V?BexcHG5dT5 z^j)K?aMei1@XL%+lP>lZvxEbE2LGwEezv0`!?c4Tk`eP34@Z3Qswq5pI76}|JP_M{@8dTu9H~u&NOW_}7wAfB zf=J5d@U}b%mP22^VD`fbGkE8Mw8N}0+Q^^sCMSonnwYk?p$T!gL_Me`lS;+&Umz8gVTz<5OKx^$sd9SEui*70op z&R+b~>j}C}C6{P+T5L-#DuS!nf_`7VeQO?!=fOo*Hm@5KS!ARK(P>AI&Q_BRi67jI z-`W4>sh^&$QXlI&VJ?HVQh~FfW=y5+&;^kKtqPgt>5vk*iWw(2^fy8*+4{8x?F`6P zbN=oNG0N<~6t=`Rmrf1+8i2-u%wUVOu@Ty6-p-38s*!Y z_sS&0XJoDmx;JRA*~)f8|G0u_ye-*>l=QVh`S1+x#F-URTvYVF=WH{Uo_Glkqg(e@ZgRj#Gu?w@FY3^57=ueg34Lt1}V>Z zWOgi}f0G8KsMBM^&k2(#5A4!`w83wgm((pPFr{KZvbw2d!QN>Dl$_(hr@OP;z$Yek zFbRXwh(U0Jol#)tp9y0gOK-2cIP4XaYc^R%{pA^3SqERtNF*!P+FL{B`3k^u?uTqX zC(a(l6f{BirvdVU(AelUjk2(;JQbalQpR$PZ0ShbUrMG0iPO-sH7@yr znZT+k<~~YZ^1j2Q{_uxzk5q68OKTNrkU?{bjZKorH(H?VHHsMZA%X22U*geY#;{Gx zsXoMaivgrYxY|Qg7Z8R9X=l;^xiHKqVbe^`&@c8INbMlNEjt>?msMyIJaYyJddtD~ zzJJA*H#E#s~ z$l3S6$H(V!Pmwqw+U4y#t=?CN;_PG0Ue_!L+M#}Pz<$E6Ps=U_8I!vmgTP8t;Y;w1KWP(D=GG;e1ZB(`7#QDKsTW<6bm&_)NoknFf~QcmJ|z_)y^PbM z`+x2L5rY}sR~FC(u)E^1wWi2`uoO|k+eqXmJS{?mXXNrYXgIiMjTqStDX09_Md*>S zOxnEh{uY(&t@Awcw|5`py|iNX#FZ&?X{4pkSdCPG`*+^8P9SYSVnaf;35}~v(=XsU zp1leMA2d7$LZ3m;8kv_uwj zIS=MwUZj2JD6&(fpojvR3$y1tV!w@N)H_pPl4=Lv@_aq_0DAUEpIr{#JtAnvI&4oP z>*3DK30lV;?CY2!G0r_t4j0_@HDn?(X?r$(0{@oRX0WF}oyRujY3p-O$umSI>QSE1 z{gAgF+Cv_Swy#!R)=GV1(Z)pj%#uOp;>C#ggFCGVar1sEa-90 zv8`-((!l69CL(7o5s>ifg!I{#c*r+9DnGNrr*qa+vx0y{GJh)xA89W`6Emz$CfbBm zjpcg+ZG zJ%ThwlS9Cp$s$Alx{>R7(TrRqCFlrY<&7elE_NzFK#av!RaCDA>4H%xVss*mLEeJJ z98bH^BapEE3u#jZ^0BNAO(=$kMH|W=V>5Z*cn^J)(Hxf6mKG-A96~61^95}ED@e?T zoDD;NvWu&MVaw+UEr4$xY+_5_omb2sw?nXu#8D|Pn73Kz6LGcPc22EhHgh`>IB;m~ zx0y&x9XUuh%~oh@)`M#QO1T|ac_#c(z&_7uI5=k6kPxHql=E`o zCu`<5u{$&+DT}TBrXj+y=beX)K(wYd1uB1>!v|2lOLDvX~={ zJur^r1orlXncdGhN-B+R*V|+4L#@#9N_kI|T*#r@iryx`OF2|4t@_$iDBcr9O^V)P zlEy+!F=~BN!Pw`^qC_{1mT6bx_pj?`&E4=J!aXKOWGwd+v*?Xge|ryL4IRvP`dc#D z(9vPPX`&)%U%K`)&S^T3CPj~9V|9#aS0J{vn9Xy=ci;bX>_ms!yI}6@bbC>!Z2vur zcPGwSR5R;MJzLEFnC%=MOVz|)XLm+vXUabD+psx%3w`!O)2^_P!t2``MoeV04)XHR z^ZmJyC+ysnS0j1PNAtIhy#LhYdxXKOLiKoBN8{!|f6JP_zT}RMZ7=dZ{hpuv-Pixf z$m=vyY0I5Ug)Q2Xx~j*xJ|n$$^h?6tq-ZqcErS8e+g6LW-JL-*ar~6so|5hr#V2Mb z?`*Kd=mtVP-`nRm{>kmq|DM#po zLbshlGm2$LCM2aYKspRai1vCG`(_YQf*u0e93qGIG);8L9TjIFh-Yze@s<{LSp|iC z96QSx0qu84Tg&VPEQ+7onP6#y&wmC-oKyPn;Kx{uLlCxr z%<5x=9GaN7Mk5n)yI(#s%Pr}hVC&aM%{oK|=t)>fBh1n*8j$#wKuvGg236B=WOq`_ z-0HI%&a``pCM71aQ_ng=lg|-qAG<+pG}(3&1C+NGk$JL~nW676o}eDRq>ezFR+6#{ z(Hq+mJf{U&t`pIpr0H&%cpv)gRA}JWD+=N79hR`_T028JMZp{@?IY&`szsnqkx8Uw zmI#_?VVf=vR>83)U3`h+w{{RLo1o|LD@sOD)|sJi3p-#-!@|N|m2pjUsFdHP#vtP2 z;8uf{0pFevGhVla)JlBMStR(=Ne?R#mOGxGhB+c<5aaVd=}!hOVT|px50!uZv-1~C z*ax2rPchBN$84#Du$_BA^6LpBG|khsP27H#YS1Uzf;Y>~K)W>^p*dan z`efcp#w$`fa|ZccF7Hi-%!tI@mL zPn%AJE)$pi$yLz#-JU__T)@U{z+aJh93gRXXSVw2Cdb21We*=-NcuOcQNrx z)kYsD4!{JZs&_f9ZO+~S`) z8umR6+ei@%4rj}tm`JyG{+2<%wUawdn9X!=C)R9oJ!>rD}7=tp|TMBW*(8_pT0NFzF;z#^S)?<>=I%t>~ZB2KSUB7LaZ z^4kW}fAW+hOgC;gcdPD&6rytn+AMuj757bexoK{}6$M9U(KOA!yXhN5ay0TOnu?f6 zbAP2T+lVD(4|k*QOI+ykOb_>*;a!wjPxgJIv_4%s*AKnIq*33nC}zH}4q6e6Q6LmB zdu;rZC+FK1oA^Qh?m4QSTxzokv_B|ho~*3wOCs+>dP~H1UURI9h97kM;OQ~5ckzq; zFx9+*?xZWMPtO(3XEh->9y%D70Jk>m-?8`GXTLW*|K&L!R8ZaU z^}prKb_P0H8qh4t)sQ1PTe2Q;Umg;jO=Ru2F~u?lBF219d`i?`4d78z8tLo(kc_7b z?0>ngE~$3J5G?!??lSH0p`9;SM>iI=H%>%l(?YVyhn;z(ENGel^N3fY!sg7AxNvj4 zZV899aS4&`g7GpUbrKP1fmOXXUH$v~uK|`%;8O(t%b>@kQ;mYfbv5@~|7{7+oIaIC zD*IV}^uBH((g6Y83$B~LZNh2Zntk0o57k*##+G941{mtbi|)$m1{7U#B-|XMFur;z zndLzAGeW!-b{51M$H;E%3>6(=Cqn=-F&w%MS+EnP$VdB^5(#!8Y)Svk2q_>YXKIIOCg65{7+ zKEo}y{;a*cw%sM=^0}lUDAF5#C>;}mH8A*4xx9tz=GQyAroMvS7XVUe43toJSF#De zEuF5xnJ{lUwm43{wKi^5D|^5vaRAgEy)-J%ZKl_oumpduSFq1A*%kv>KNAhSa*eTI zsxO9vjH0V5a7NE$qeY`ijK&^}6xX@qS}QersfS3sks>|uvAZrY@0!_bo%C1sxr^2( zQH`thUgy@U0y>&|hTyz4Il~7pek2aj)#j6C3L*C5^jXQ6CqlGbZC^l{23 z1Gni!+dRD0_Jxq6(lSiw68d#)%sDG7t3N{^^*W~p@q4nbQn3#dlg}8F4M664ysU*R zXmy))X0)?EDsYMB*i(jjyKHB;DZZ^K;Ey#VyHHbZMmN19=w4+DB9m&MkTWjR7wj&X zMei5gy8cuM#!eB$y1Kzj)8)0Z6|&M*ZPK<74cW&b75(3bVT=Rd#axH#yhiW5vH92@D@g^|Ys*RL zYCz83s%2%%-7Qq?aHZ0ko^RBbNnbk6pp~=OJS4aY?1BhiF>9n)!lc>Y|$k zMCGtEG2ez89C2475DFnGHo`9>b#*_hmT+TC3CYAf3E#5kkyDkergI=^s5xj~CX}B- zZ>XPf#?lx}rpyr>{;*Ee0TXtG>3H@AVcI6|@f8E|MPm_YVpb z88)+LBGX8+Rk#Xz0cmj7L8^E6(ASmK*=`TZ+~}A^s-5?8K86BG*5RtO5oJG8 z`i+J+?LD3=5fm}6Kp{eLAvAkVWb|KI?Q#WV(c^U?^GM^dcQMSf3(>juK9l;CRB5M!a6hgs)KUcu%ye@72N!Bow(T9EPaBeh0H zkwe(<*3f-*#csXdl*l&242N>=>D_rAaavlvp zUH@k3a{(*A<~D5fj|W@s6QNYD=J8+#czAfQ>HZnpO#4goVy{s3fTqG%d`G7q<8Uq? zjB;jQQH#adoSBBgk@rN=LW;>AI>jQG&N^7MCi;eXx+8rjWKRWQ<@NTc&JbRsoTI#% zL)Kt;pu3wR3S(}Kl0BZmNgOZA2e?MZx%ia=q*e1_hyAK~)93f1v^UloHlWO`_t^uK*SxE3h*`~A zirMKHzq(0B&W*s{iKBP&HT$)KlpOXa-O`(~;U=P=NuKqGr%6YQY|gP)`$XKzx==32 zW#*B4@Z^aQq1GK7v`+FlF?(d}DcC*k%}6`^H}Ouym;F>I{wa658?MkC?D8hM+P~g0 zn>a|*J}W`7R9v@zu>ouxBB#PLM0Do}`f62ph0K1^xJX5yfxF_ftS)_Ju`O0TiV*dB zK(_Dgw~$Vf;EfcV@oRV>Nh}8xW`_{&zIfuUe6|4wKyP>;-%jo9qYt8l1(0m|2?E2G z^{u}#@~E+p=ydSC)ITR=597GL58%!{`Bm5cB2uLUh}H_@o$;Gl??3?Xb+?GpEl)Aw zL1y3N$*)q#d1p7)XO~H)#0WIN_6{U>_Ff<}TQo7XxApQJquSJe4v&gGh%EF1@Aqo? zirU#i!rErF%f^`|r?aTi=}E}x#QkJ_bb$xEOdTW^T;XgR+IaSUh9Pmhk>WR!%Sw!I{3X;qiYkKCE@GI>N3r2Y?9 zk?jOYOYS4{^KNqPRDW=EN6l#NTo-s$m#uYI6d#{DR>t|hFH0sg42WyT z?MiG#j7Z4Z+I16In=#Ei;hT)7J)c(qZIyj2^T#x!tbg9Q*ani#hQB%s0Wz8jq71(T z9JuX01-oc6^$%vcv5D8|sShbxcew{%B~`_aTSQS1Lz31Q)mFX(AuOkr%GYHGe z$3_>xXj)jduO4JIkb zh6q_fG0{Z(S#sPqGKwVB&qS5v9gO3XFz<4wDPo20&7`bW}NcD@HC2v{N8 ztIE$F&3q0MQ2oys-zlH5zq^RU=6_Yd9h?DdMT8P~Pq$akAH=Rny3U=hAKp)-gKeI9 zaLPwqL68%A)UG8gBI4@dJ9|sE?fp6=Nou=2NNJDGyyo8|gNb^?957pYyr22{22k$T zh3MLPOV6tK^^fg;o?O?RVMsc}iF|h{v6!9GD@^;>ybL#6+`J;XI~r ztJW5fVn$0_8phz%VMN)z(^tRhK4WkT;kpIy{Cro33|ewLnfs0VJ&pSq2ixq;sW3bK zM&}KPT?i)74HBJpGIa!8L1s3=D$<)UI#N3(3|;N2py7-23VvI_;#D;;>>fC*b)ifD z^#$T)_iuX!ii9wcO{vb8eH`dGR>an(F&2KvW}F0l+{TCKbP(wil-8C(1y8bl6UYlq z$mY$!s3E~qe}AUva-wq#>$auUG-fMV-YW!ZAWgK+Vuh%jY;6g}nu+mzkK)g|+hWf0S{JkkZ^d1j&}1;X2V2at z;)s`|`4l+v=|nxz3eL*vO4Ubjn6MaRg&MDvh*stbtH*825HBd9Vmgs zhzxs8^w%NYJoC!J)lAm<;j`~%igB!GMTuyGa(u+IH)O~r;Vz|*4d;)&Oi1mG94G5q zN7$1iUT}u0+39GJsTs#SqpO~&K_58P2gEcFYEO|XoEA=8%vn%3uRu?)=TpUIf=yIw z6PFGxz#MI$povtSvTFjkK_uH(Xz{)s<)O9)kCEPVC&o-N?T@6-YyI_}xRMOpYm>HE z)S0vHZj0Xs$^JPO7j45uhJqTI#A8lvqX|jU68+x_2wwk{L~=n|RD|@@E`F#Tyfe4l z82(O3BooOQJ)^;yAK0~YI)yY%aV1r;C+WghB!|#nEaP9_&`W|C#|&EfKm`E$`$W2~ z6E_`9CMFs_qv{~E$J3(DEP@X`#JRnOfa0Ef78i%qJR#nUn;4V!?S!gIj%knf?AC-> zW~<8HFJX6Fl+v;d$WhdpO{Jh}E(d~q+`EnujSZcx>SI>FFB6Jg68>R|6PQk*@$@+D zdP=SS&bdshPC=ylr4vu8*V0Nbi}znV%{o+`xoKP4-P>)DZ)VSMX1*!delu-Y8_Za4 zA}*~pD7N%5c2YfDecrZo!g|IkJCT{XZvq_)2w2d_b@X6T%{UbphE>~TJhr#LOW%Z) zgfOI>LGzLzYOCPi$)Nqml?BLH`=iGO zqluh0(VX^;3xjMqn?gZ=h3JgQFDnYF$pa*u4bCaujDEK9Q938gQ6&0ku{Gap@f<(1 zq654-1wjWp$dFW|pEsX`_?MEIjVJC_z$DfK{>y#YN^9M!ThljhAJGe2%nQM0k2%KbEBhk#BZDV|(ThNqqrnWkWZSH!C(Sbe-I=@yjRpXHb zoFu}z00*P>pLxc*c)VAVgNnRJyDohJ$pd)dO%GO*GTwCy{#vhi&@j@84aiwZ+WOZ1 z-Hw)fCQv(ch(KgI|N~e>PGckLgLLG+8yCC{YdSrn~9@V(w{X5ky%Z^kTEDesN7QIU=Y6v zZnDz$^faL}pWoH3Gq}4H!xMZqtJ+xtBd#61HM_P3J83gb6M7mHts6MiPo8p-SXvIX z#w9{#I>D-0h?1AX3po(cY>?HH*qd*Iw&GonjLoB4>|)zEGOce(b@I0!>$KX06t1&2|8U3C0rs<90b5dfI!)dFThpbzCjnGNw-45k6Qf}GQ zd1>}&bKodDab7|%uyd9XUqX7B&Fj*Wd7+HA|7Ni~z)HNOs$kXXvM6@?#^~Cj_C&}0 zGKFu|x#o}a$CV(^+1d&`RE0RPJ6}+_ifuV$sB#dY0qqW!*^>L8L>*> zBC@l5y`CNOU46~yx1LL{Dtm)rCdUbi?sb6fv) zQMQCov}GjK?j@2*?4%n@?1oy+>^Z^93cBOk-zGKE8p-NoV`N`Fq%KsTQZ>|(#)`?9 z`$zyx%EURFM8CwirUL@6^%;`LZmYiZZY6R zi{&pNjSmKG_m!CHRG3*VxIY#Z(ZMG<*w=Xa8h*cgN3ZbZfo*Z4Wt7)^!k0^c-R)B; zwdoxhJ+Lky;01q=P*8+D|0$E+k)f)mx3u4=)@r^oRUApXFznCtKBaWfj=s3j-Q{5Z zF|NdtzM*xA!F@^sTIFsd)@n<7ZPi)?H?-LB)Zh>DJ4Y8dl^3*r@EjG%yi~KU$MV?7 zSRk8lD)|OB(afRb0@LzK%g1_C^4&)b;(BTenFpC~hYS_>^&fCe>0v2#tJRC_c=X^y zefRTVsmJ6w1aoS`d&dG-$>!Ri zE4ORSpxSSi3%c=7`z&qjPMmS+V@bP}>5AK3BWq`88kMV)7oE#7dfHgKS2P!c&6ktu zWgFB}lSlXEjC~mo261f1TN21<=$ZMA7v~V0v8Q(3h}M#9Ky#N1 zbg%j7YQ3H!aIZ%OaL;r_V2w>k z#(_N18awt8T|#;Esg3^Dt1pnykIa4fp8$=&UwGCOZV9FQ3%{Uct^oQZ59+#SpIrK_(R;$;P47ku6saPa^loQ(Vb-%C z31k}l?*ZTx|6r>`GZ?6d8<*Lb$Y$!Z>4lO3BMBWeh2ed0`4${>H$=p@6$xW zS&|^^b!MXHN&dX^f(!2q`Dxz*4@x-UrjOiEP;&t2`GGG9B^Yqxms<`|JMla~6*&0- zCnsljhQM0I^_d7_1lCF%$cTD7D+SbA60QNSe4a#WSQFreo38?grCo=}@CVXu; z4SyQbx5U;neFbc764 z2*46OmDx{Zo5dHRTD_1kk%t@YMo(-w@=!}v{fXNkhGw^rA~q?Nnh#b_?=}AG%P;Vv z(vJJp>K0W`zD>L7VV$y187~bFm=Ybu+LweuK~!+md`VUrfP_8S=KPEkzORqNv@0mWV%!I+Jpyvr;7q$WSfgEiq(#AZ zk8#0{-_i-eX5BuHIr(LdhtCD@>_aiUTcYff21&e!0ercj&wV>l_sAJE1l}-?h0)W~ zd#6gwCFlx}Q=RU{d{@}5=q2G|Ze+{Qbl;8R0i1HwPP}QqYsyabm)C7ib1TJ$v29$u zJ<}k*Vr^xd-pvHNfvyIU93m@V|SRv*iM#d-zIw2l!LirsO)^&vOP;E-s zvNemgb_Hk-7Tv(i)emjr&pr+(J;HQ|@;%H+?=0Y^095uR=K6+UYbp_cOGs9oaeU>@Zv(2QvVKH{!T zI|LWA6i^Ad9lFJnt&H*rc3m*d`o$vYJsq4Q+p^0%xmB5H88*BsE78zs?lZONh_(Sn z$Ca_F*5PhrU(fcy=t#I^BFJN{%C**0jrDGs!$qa81Cn^OG@hc`r5BY3`)+gyH|?y? z<_#E?&J~-lMdnn<9XHDb&j?*9Xng@i1^U43NP#Zrxp163%m34Qp#GopT8Oje7LhC zZZLVH$=JFWT%g(Xs^=&!Kk>WDvym6aN0k3L`x}mWF3Q_ zaEb#N+HLVDZ$-+pc-vW4Hg=y4OSQ(%o=P1XRtO8zGHv82=_ELGRFLV2=%|cwqdEru zZpB<7alSaxi&P#&8T_T040Tb59>zHSIC43)N1KPVmk?`1Gxlr4>~;JTkjB5-lK=V} zkVNF%ql2!{HUV>~(dV)$i%(w9wt#_y!jqA=e!xWkBu&%F(@q3S?MOL=%2MNa7flc^ zbpYs^{XLEtA01FW{Ol;G&p zDdE)cCn?CyEd4>>^AO-x6ta)yv`XcN{kDGZ?AVY^aC7IZLYCQfb##GOpiO_=a}zpX z4~|P}gfNh3CF!H#eitB_|L9v?x}NinfcijC(6XtU-*Z`Xor`bOM=<^qgJe?RrxB z_M}snja@`NDX%AFC6RU6juUx3z;w$@fe8T1HB^y4eO>&v=7jm&(^|%3`i^k-Pp*@X z?4<5``v>;S)!3@`yYVD6H`Rffg$BAnUcYpr->;Vn)UXbuBd66aTUU{SCpmD$wfPFC zqnFQHAQQw+Ujc6HV0(>us7cs4fF~H^#oqnV3dOZm^iO8aJ6TaMOhY={0C^HHT&O6& z(g1LUG3IfVEJ#$-uqU|A<`)mOvo)YL2n_325=9=@;Shr-fbI*Lu*V|Lx za`gs$U;IhB&9j`VZx|+$+U3Fm^HAyhgO~&LfE|z(R*z2l5t@R@>_SRfE85z3q-t~zB z=1h#TjuinK4n+{^ZvC}g3trDrhnXTU6q!hS_YjJr;a9AXje7@&HyOiVc=unTB8tC+ z^y__$;5BRIb0~1jpRgyqJqR#LW|5K?GuFvEcKvh{;F_;H{h&SccS5|HnLJvd+2VqZ zaRHr(9W##;3${>cE1#=DOtb%@AvrgDzaX1*M45Z@f^DB3^n<6f{E+B~846?@HcKAu zrojQtM;np!!oiGK1ZgCQ+H{!|7A?^FbuhWy9)rCaB!Gh{?5*^+(X1k9o@;)us~#YU z8XieSJHIO8Bw6fxXqYhHwd-SW`3KDopc@h*rQ>C`|LXm|Azzb!kg~GRDmqm7c=HD2 zPr&|S42#Gt7^0Ve2{Uh>lvi>>*3il9K;*-Rn*^eewp`~1NzpO(!s!??dQAS4N3KvU zA#+1zB5Scw4H_K?2~FxK=_jdj{ z$3?x?b3Mj=(7yxp?VWTjspveYm!Ko!dcGN@jof>?jbS@MOY0VWv^9V#1v@hM>-cK< zwjPKApOy!75b#$Q_ORvLQh0hvHha{LyjGo&;&Q@nZF*_OzbHS&`RGrm>=uqS4{8L8 zLGcNqc#zflo3-0Q0ATFz!PmZhey<|*#B*>aAjeB2%R*3-)~rGj{-yVXs$n(@a-=Go zqPZ&i*}>=3T7PN*e0}-|rfJ)hD>9<9r|ogY7fCkT^x4_jr=etD zE(#2}yoX;kushYmW>b4N|PnBqG2?e+_HBJCNH^xqgh1Y9fCF^cO13 z3ui-+{LReauq>T6=44PnK>fN9wQd+Efz!B1WAo-4J;^!%y_6wy6}Hx`IQ;y!1!-B^ zr*>{Hn8vGZKVUB%%nJn^w4H=}jeBGTP`+u@p$FQ>Od(Beb|C79JotY#C4WdQDw z46i|aO6Q8lOd1>nITqm7v-SvZ{H(^11h69z^pM%5DF`4D%EPc$g*H zK7JTgEnq?Pqe!|yq=IxT9Hq6gY#UK5Hm5%&j|6o*-FNgL95Tj8w=yX31ER&XQ`>{w zp8hApGVa*8VU|{lk6Y%c*c%bYGG_T`LzoJRDTQ6)3A%N3B;=kT?FZ5VhY`UGkzrq$ z?R)#ybgY#Lc~V^f#)eu#Qf9n?R^qqR%MeIL=pTpkaW}A^Sa9w{l?qwygyUBB;CFw42J+T&-G# zyTy;U8$#$){`#6*ADCOYg3J;FlKU1fptP5dB%`&e5)>`T_Fm;UU?Hvs;gvfQKyOan9v8ezpA&)kCQ5TtiL2`V z!>2}PtF&U6xLU7(n)#IL=nwmgD#385`WwzQ3URJ1>jF=~5QK@?R`Rz>3Wj~&{waVh z46GgG*Au-2Wb(C9lJoh7zucCQh=zis)BjhHH8WgbDIZ2 zF??4)iBnr&bMytMacu|c27QEfOIN@Qm>HoAk-xN&(?Ap*#|}*LueE^##>saPRVv3} z8vLYH(++n5{U93(?1+lmlX#KfcTL{^I^MG{C#7G-nL{KF)E*J$|4r8+{G9-_H~Y+s zR+Ug&JqKq7AbT0#zg*;1$~CE+cx?;J7bM^@<9=XE(vz4mwjW}aY~48m`I9H0WIun) z&*9&jgpp4Td|8Z&Anot&O+zGAic~`pY9FP)7HycaYX|Q-$ZFLn5r+<|AKW_G<}j6H z=FSlSRCoYD>jGewGGFnOT>dfk#zaWpgTybUZw6XvU9;aHza~P(YRFm?6XDoIO#(Dr zfz_!=Ta<7@rvt~Wa7O$FI1MMzjuNCay$lCxQGmJskCg{x7=UeKGH#1Af><<@!>w_v zQn#%G|IwXx4GcoW1Vm^`F&eCLr~_Dw%G$UlzZ`W`escUU~RBgMEA{Dqg)h4iu}L=KnCZAu$yQ+ zjUxY4^xcW26i`E~He27IexC$d`l$M*45bbP3RCU}Kp`EZGE)Og7gel^PdXn@T^P*` z>#y+gf*MuucUwhp-ZJ*8_nj=GIDGXs?f zgr8scAZ7;e3;8xWjt?~F<`n>}+nkkPIWdi5mo>!!f&)+#s4T_b3B4^+R0#^1OvhgVB7*F1 z@648jEJKmfso^IPx-w9>BtmGBIi8D3pXQ0hY#!9WXKYV*W9PwQXtZz6H>diM zn&3;&tWvm>8>$+|;_(?k{QZCpbu~%E<^xvUMvOKcQi9gP5)O^sbI5>vA!0090=g94 z^G_8&Llj`_1f4ro}`ZzKxe~4Sjc)=)MmScfbS|08DH2DljcRmi|b0*l^+m)}U|1A~L<) zLGm_44NCRcDL&XU$)Hbg>noCBf0@II7$LB+2o&PXLF7;hH+Y^$q6nY{A% z2f@g325}^@RqCkUFn*JRMe~I6T@*f$fGtr~8^~b+s{?R54;nGQ`+ZJ0%X=G|+R;hu zL{Ld)2ND3R(*T6i{B2rVW2U7ouz?Tr8``@AMcjog2Adg?c^~a566U3F)_Ldf1KyDW z(4`T2P;jttMo?IbekTXSmNA(JruGlUx_uwMBJ4OozPYtly7PQ=4nXC@NJdDu9;Q z6*Gg?tjjvPk@5#>j88P=jzQOS76A8{GwA^?)Vw$7K27zN>p!T26CgV!hMfY7697nu z5ZocG40GX9U%r5tA7drSbMRN6e&KqkEm6+LTyZZTY;!DD;k+y=0|$W6ES8g6z`s0 zlsWMJ6cPQir=Bt#3@O^YRtt8Jkaz zn=}9QCrcL#?>pGwBNc{FO`yvn{h0dO8q##QCC)`d0LV0iR2elxa^iK|;2;t5c@vR^ zspD)Q9uIgj3&|%XAJq5DA^3YCKMYw4DT=DJ12AE@NoX->HuAhpEl7;>)tge6)!VY{ z06hM}0VJLedwv;+c4t)F?IlCmJ0Kj_3cl7@8qv*Dzu;~2?z&_Hq3(X4N80dX^Pv?w=nTUqNks^NKC{16o+3DNUM`#5e!S3AeDRxViu@rE_Ds_ zwb71HY<#5{>KX!@b3}w6VC=p94sskN3FD395E6lKBMDbE31*HD?@3QjFZE+m;EqWp zX!cGInR~xQ=_pLOH1{K6MFmbOYkj1V01TYy z?lMEiM1#{#$Zm5VPMK~|`3~(8@p9p>4>f>HbRR;e09}_EWva~ev7$jPBYAAzPl~yWhf1M?(1%!L2(2>>G&(z3!=A9p zZe0rC;$=g-A`&EnEwZ|Aw*zVjb%gpL?(~4p^VHr|414a{0j;SqtCP9sft`O@I^j2R z?3PO9lEn7$A_Bcp7SM#N=-rs;Ek|vrnvhEKvd-CAgpQ%Lw*lj%=?Fp_`q8nm#dbZQ z!y{9I3M8Pjgknu$?=~h(p-|BtV57;|`zKrFPj~htk%exR(T-*W0p57PrS1sr+#&Id z4687^USN$NZt8h2KR>^vsm+Zk)R_m2I_Iwa$9$JRv$M|y!Yq7AbrxD#NWn$_)ux0*l~KWk|gbwFy4jP5@Ao zl5!42E+vQys6>K9Ix(~8KVSCW-m&2}c$S&B1T-0-srZrMA+#T^>FG_28;dAFQ`4}A z@AQ_7T5!`rX36}Td?Wt`esp=T#zq1@NUY|y#{;NYAho5}88Ii(KW^~_B=>;jo0H^i z46)tUsThF22vtk}NX45Y8G45fS&`_YZTa$A=<ilLB zj&C~eOvbI>Kp;E;Y`&&OSz|ZRMV`yv9r*YHF=rj9Bj_rJp}@*qrPMl0aPxOJj(e#7EAlUc~^ckxY+9UGULLi*PD2B_*Zn z&^$#gU})2g3zIBtmEebNqs}17jyDp-Y2b+{1gIm6qEAFrD5-Q_Js$)%l3o7Y6JqFR zS1F%UyCdmqLnO!sO#P!s?Jj+>TIkrZW2#W#F$6k|pm&WvHV^cY9_`K|s$U_aCr8RS zy1j)32ZtM8q4{~2WhV$k25_--JuKNjT`*E*#Sn29FMg!z{{*mBw1SXf8HfvZs!)M(qf|&hWtr@It;C zu*qucEAw&c4%kfjPq=3|wy(<;t=zu;>g>tDpdbdlI`=JkF8+DW?<9(45>BE?X3J5S zP+4zL5#eK*zNi(7#pl878}`XGk}vQ^RF*!F_8}d!wm`gsEo(~s{xAYAJ4eO3Y-2b# zA$X~P0(7@V0W!;lGNlGDRDHXLY&m|8(pI-GD7At7tRl|J6+&KOs9#ibsfhF~Bho!$ znxi9a*lh2XH^<*UzN8+;T&Q>l;XrT+GQ}#|7%M7Y?O7}g?)-;A-j-iRAOj?HaaKT9 z991>qjJW{L^a|oBgk;Q6#G(!P^UYhBB^5-rfndrnb? zWF@NZ8zeeMZ$)1hVLF7(ar)buv)?3%b;X?n)tpzDV|&XV_Qzb*x`Ny@01_O=-GxA& z>6_E7a)v%R0k%LDu^bA{Qhi%R`tyMfK)%=UHYe29~&v9Ys9{ln+t zA3yVRVE^{td|5<3HhchN==IXg(gaEEZoS%DSR98x*M{&R^ci5Nu5NCuFCG~NEMKP3 zmdqCad6ZL;3rs;_As@2X9Vgn@%!moKJcC%@LW*eoT4)KvdvR2!>b^{5n29(Z;E}rGX=JQe(3D|7(CChR{48GLh%ty>p zFn3dC7-_Cu0Dk>z2$31|(ZTqV{yS*5Rv>3Kz|qxk<%1>?9UODP7MP|`L&E`BmoE6s z*_2NS$ODb}v0C>6gL|dB$Uz82ht+)bhV5iwJ~Vr#kyfX?f`U1r6%-}xT@RvS0um(+ z5Gov)O}|8k_YJ~4PXzV>^^L*yLK~|N4b{Irb^l_m3hczculYdsqX2+&N0#!6R`YlT zLE@*rl*V82AdlI2dn9HCDk*(IB^FE&kry^q?M)rp3-oG?!WCE{6-ukCU^7JFZg|r7 zaV*d8204YzgLVs=c9|6>$ROnfb!-tRDp>hqx(Nw;K^UA4IVF*C>W`IfF4 z-1MeVX)Krr04V7}4vsz09v41{AsDsjEm89s2iEzPUkxfj7q< zK){Tw&1bVm;}c#3K?^KX4m{=;dOCF7;G6y;*ZW_kqAS;OeyJyHv(8R7FDpgzc%OhEBo9mKyo-;J2Fvb z+aP6M&78+*WYZ`pGF1fDPhI%KwrPEYiB`0XXn-h zEMU2gSmGRP$m^a5ai z#99lVVzmlB;Q6ZKtU%l7PBu|O0KAHlVt7;(4QRxuywoLjBV}Qh>pX@{a{_lSgCr=$ zw_pmuAx!T;TN-VtnzEgfE69)A%s}S~mLCcdcKO+;EEw}=(b3V~XMA(ly$O{2vDmV~ z(~UY@b_tj41e{oOlF+QNa6FF%s0+HZjJVX{{$*?<$dRFg1^Lu07$`nw66?0z{`8F~ zHecY&CS00_7;Oe+xKI-#-oJl8&DcD+0Eo3_VmUkZ3Jb6#zU_c1*6ZB(T)I`*b5ySU}Ag_fny*SWSh;;$;qLd zh(iJSGA@)|Z+Tz+j*tgXoS!khfxgUt3fzR4!HjviE4S- z&P9rcp?LKEq-CL18Ope*3kX5g1aY#TKP$}h1P?&sD__87nn{p#Dif)Yl|oH=eKMDB z>kkA2KZs{ii90tSK7d5{`oVtWA+iwCkvYtG=Ri_Yl3a?7lE`RRrk;W}J8~rj4P0I% zN&urM){RkZcRFwZs=NIX8v_!1rA)O$klEYZWH(R7b*%RE*nRfQ{*O0cFE7hB?C(?P zU6C2xr`wT!+7=u#WBg3nmLPb|${B+~J_c8XoYVn)-_g~x3%em+vT<;jS$3bnDj~0u2p6Lc$Dpf_;Ci5%$~STpV#J+S3hXsdkrv;VN=!@29YH)o8>yR3gQYfy_alXB)RZw>EJ(`r z1u4I9CVMqcF4{r>AyveH6H6vXtwJGSd@2A;<)1TaQDnP5qo07)WQzs;5^(`L06zA^ zOgFd%J{Mn6`5Otd_MygR9}p2A7>9Z4e;2Zw6AH)#xO7J{bv?D=Iz*l$TE+`hpjEGo zHwSY^t}t{Rq;*4qHCxg=CSnb*fj08z&7vWA(^dMFO2!)B1Kw zA%%ko03mYFGMPriGare_#wR4Z0<~zcBaw0%^==})_>Li`a#|5vsD;N(q-SQ9r$1=w zLj|(e5fLX%$u7Z8Ym!-vRzH9NT)^wQ9Jw{Xg*}l#CV&>yU>A~7QK1m|uncma2)2f} z_^-fW66m7^X?d@)N~FW_@qG1gRz5i4_k(g)wManM;36VqLV7gR6@6r9Oqi`Dt;H;o zP6e{v8;%^*-~>1=Vz9>zI>0VO?^}#?b}w+{$YMcLpS(E*5HCm|%?X+CYpg10mIPhV+VhSbz+}j~3eRU~$Kv zhaSxV`fA)c=%Saw2nPBfRXT(r8D?a;_MS-SI1xxK+SNs)e!=xm)^+=dw_c$A`E|le zanu7IZ`2ytvS#Xc2a3)%dfBqkN`wZ>%Zz>jKEO0aF4qh|L`S)*f5rWpG513@gE7@; zJ*Ooe->aYdExH}VI&S45@nAp}3;l+#!0!D-nNVH{<(KQGB9peZeJ*s-elNw|L5&7T z4t^aW5JWG*2IMDCi+$zM{wBV!63z-T=ePqB&+*l;l0uKMWPO1!C@f73KBSki-|7Dp zzx=%!D{y*e6}Z&H)$6{UgOWxxBy2@|LtJ&K>ee&+e055~+UpEd& z=QO?&3aU5z2ah55SM4_BwepL`AQw6*u$hWYv`j7-(}XVq@xI%%9jgQJ$6_iYrq9Ej z1JZnyr(Lxl(==f0IM6K0IoM#_{k7nDMYsgEL%c`YU*I!MIFeBq-ZvmRT9F zdf#O70hHhuE;wKguc8`qi#qB!O&j5Z$W{VIgCau#=^SYPindeKVf4jt2f(0A#58BV zRRMB9@;LQDVkDZN2Jv^C(lLR-Uc>$mkTKf9p6ICK~A;i$(zy2%w zVX(1in{8}HHHQf6Y$Cng<=NpF5=2}_T)H^*sC{5Sz)^l^N?-e@7JvsCDd6d^Pm}}1 zofOo^k*|cShAT0tze2~v_9Wl3jrYyrcWZ*yGpiSzrz=^W7qRtD z_sgqp=(xaNQ457G-m9BlR{itg3j zv+g+fQDyRYIUR(lQOPtzoP9pMbiJ$lrf!Aw&r+gy5f-+fa>vz$c%9(g0NK*w#VPC%n z8|{_8-TX_J_JO%dMn3U-sI?LCE94kNWvO&7v8QiR0AcLG4VQW&$cwRx3I)4J{Zp`Kw(HwWSW01BW% z?%oUVpIn-^DwQHp#E2xejP)ZQ3*_KK|MD6D2S1yoflDjbY9?#|!iDs&1N~Q4R$}Ag zL}-KyX`(VR*fSF49V)X*n_Hvp=)_cgj@+L0ZXZ~o4H+f`g;} zwls+$pPob-%nmA;Pkb=*U|g35NI$BK9{1~|J8eo(Z7=|Ts^D^$u(e-{f>{MW08=aq ze$?al9}R;aU@StDEbL7){D~+GuJzlGUT`+;qWj!5?8GNgYlq8Kku}(V+)w2rS7JZk z#xTwKO_rC(uROpH`?yx5G;_>XCvL&my06dXPI6?wU4Pv@^2KSppcl(wwF3orIzGT% zCbHXkhvdg5kA15TDfy&ic5Qa~Bk!}CO%J*v%?J1t!|&4jRTp3BB<1OhFL!b2O89hB zS(~*9+l5XYm#JHJs_b1F49p5xtrA{2PRwqJ@H-f%_Yy+>;EqYum{g-!y`vGNXf7tv zo#NwA8Pe`EFpKO2lBU5!(%U*zR`{Om0b%9)oCZCLnM$>bI|)T*)&M12l{r;5(hgcG zMzkMkIR-Cgm3`*|6Ydyo(GH*4eq2Q`3Pa9lb*RUVHHyJON69 zVN5le<`--vH=-l;>s~eb`}?jWWpeT+E7_Y&w8)f(!i$`n^~*})&C~f zcv`=FKDxI}55$ZJtRNM~{7rDL&#ZNa_u8%d8DS;fgjC)|hm4uVT9Xn+S*WgWL~vMy zz0eU+w(}ml)RI476&9GkTdc$9a2oBLcAvg7_ht9C1HI7BK~HyDD*I$9M~o zRXeLE7VD90c}3`KltmK z&Gez%RwUuKCXud_RH?%H%}poi8*`peXKt(fL>TE%b?tYHd-wUqDqjYDg&(t)q32Xv zlnovqHeyZX?a71rY;`TQEpH~HHFG7D_fubTlpT|d;p+3O3}BJ)KymSmeigqi#oPNv3%Q$oJjHF63xs^c?YDz<+ z)(iTZg;`o&^W;2crBEng#q8(6g6eamSi5^1g!TfcX8`GvznTU+!!&|(0rim8OQ{}M z9*001%7~4Vb4toi!G6GV80lppIJTZ%d@%MSs!r9Qez4(C3QBj+0eU4HJcS~oqN2K= zRc4~b_E6(w2zT~9IDe59{5jAvCuqIPiFK~E$5${sldaY)u>}q)P zn`TRE&OyPZ)sW`}UE>Sh6@VZi1=88GH(l6pSAJ9*>_rbFeAc3P^D3y`37^PgVPaxx zgyN-zZcjcJq%CT2ilWgMKG=?-9{j!H(7*dSu`>3q;sO#u%}|~mf$2N+LWUVD$ONWj zVy{gSo78Gg#);*apkKcaX!QDpcfa7F;z^!AR?fI(@CB=Rf_bHnho3(Vow$b$r}($p z(rpGnfN00`6k~&7`0<&aGf{5m?JW7t+!~vC5icWvW7#5JV2}OoMX3On%5=ttQu*7P zNGAc>BtFD)2OT!A_M`Hb3766(#6k!3=Oe_*1Cil2&-^ZI*nPjPd|kNI=M$}1RvqEj zB{Kl`lVCQw{}-I+pW#wzyop=3-}}cgri}n46U}57u-_C?;ZmAbcd%;Z{Fn$W0PlF) z5y!c8XUE@b#Q)o<{_ei|zm4kmN%MdFLEwKI)$bd~|M7?aZB&1EU;Tf6qmop~ph7$P znVWY(nHYj+ga^bZY(Zvz&9f;SyCc@=0K}1dZkryY1PU?u36&#l;@>e6AjEOi*myQi zudSs8<4_5Pny$!GW@AoblMS$+^ZGehLB}AJ|9!4E?8MD9=skhJL&(@T1?*&kdG#MW za6!J3vlypVAlpxavmQ4y2=gHql)7~+d-d_R!!zY~>vsW4*tP@mK)WGU!PRTo3zj2J!x;+e4A z{)`o;gi=xp!W{-}?)^`JIDy#nh9&zsuWI&WSc6cnVaJ1*GLW9Wo%2u-yLW2GhfvST zULE*6qEz2o-rBMwk97yOjSii+Wgx>u1n{w)aVk-N_dxv_js6KlV4qA4sRcu=U*W;n z%k~J*kNhVbJlBx^7~lyD!u4XY3lJMf0CsEcB=<=O=k}QfSZ1KnFDE6qi5Tigo{%_- z$>aYx;Qn1+`rDgS-G=NTr_SA$i1Gk(ZUgPvXsv@t@)LxbBefI7}Gm$nC8rZ?qoB#fr3WyfN$eCR2tAZ#cTje+KYVmPR#zOkVfNx;$+@FxP;x_Y#z5T3MGG1xGRa<>CZ*e~4%%X+6MnibMB9W(-zF~wir zJ4S+-C|5PU(pe<;!5LwTRf$hP4q^GLA2goEXLelF$m_9^PB)LcDu`6X&p|O>d@Tw!CM00UzRJKT761g##krsY;a>$G@!tM=Z zA*Sph(Ga1)lg=pyrdH(=qL^i5glu}V8}^kVd@JzjZs(+a#qK>$aq|cHoPkVXFXhAX zqnf1%ZUQ>pV5Pyom{VVdJc)qvKa$RUd&`>Lm^5Uh3QpF%nelHt_Gb=Vm@Ylk59Msz z>w#!v#b%2p}^$Y3&4org#Ul~$e zL{@tkuM}{T0@ubyVDy4>h8I$r@dUE*(nlda?`1jK?lxo&wdGay_z&9|ZU@8JyTy+Y zF|;3;Dz!P)U{;_Cn77|#w*HSO>pwlj+FJppJy<>GZ#RFwM_9o8_|{+d_jeEw6u`;d zVgLJoZ~YJFVUCjT!DbA8z8f5elLCK=zW;7A{^t*3@BSFqWH-*%e)&(obssU}4*aK) z{qvpw^vi$zCrT>H?cMf&nPL3f-}&oO%~42t2ylPFT>6Nn66GHs@~?0Be~#?`D^uyq zW{Nr8cZC}+6cvOtVy+xlZxWvoIjyF0>`5YP`JL#L*(?b^MyVtBdylHsxa&P_yHkGl z8SzW{t7pXC2v;3ulGd78EXXOUGY&JJO6wkOn=+pq&Q~sKga4i^C>kyV4=Ibu9L-DH zw&NZU_~-wDsX;JuANMc*<*$DFZ~Wc=F8I%%_-}l)fBKRCeZ&8K!!3M)|4o}Me6;^9 zz5h*{|4o}Me1ZQTrcL-sf<2Uv16v5_@kym=rf)ai-+ zj@^Oa+Sg?f3&_rMyD6;Su`)5d0CzXHfD4ANXCES;H)AOGb2X(NT>f4{7^E3$QErh9 z#TL(;wVCRW2XZc8KR{XwZd!+|vY|5V{GcKHl5Xx49)q}uv7>FwkTKIXW%#10&H;jdbQ{Pba6Dn?MP|(>%wSD zb@0Ovcy;NCS2y}8HqU~Uti$X>lr*zyHBf5G%bap1q|iTM{r%GLSLl8;tU;T{C|aFn z2E-!I4TqR3kAGE$?oTxIWH8SF4u$XxEBljrKgkiCzmxwc#YbTAZZ2uHQ3E@h&58-# zdmzPYL5eDjuDuDormdX(R{{RI90UC*EkH^rgNQoSxVyz za>A0l6+p@fcFwKmTYcq7!2J>31PTR}04#*}hO!+el-g3!+yKMzq8g}l20H_*cPtPT zhicFdgFRCK$QH9KJVc_RX`e(H%A!|8zk|p!9Un_RXg1ZXjJ=)WxiUU&1IR@*1wu@` zzk&W3x_yJqlVHWKKsjWC5{xO0I<5F3QEr{$S7^{UaZP6TD~bfT+*(dF>LBUJ)YDGWcZXgm$a!hFF=c){ zBk`~cu#&Eg>+uZ7jXs{#0Ke*oaIZ-a(210?ab_5YYFRWu`;*_)l*WZ#pI1+A0Gci9 z-QsQNZqoJfD>AZojBD9z_j7iA5v{u3HTJeB^p(&6RZQY8-eHjyf~NVXF~)>T^>{wk z(tHWQbw=6WKj3?W^5i)b_RjN$4L*d)AH>=7s6-^Z*Lfx6)!_FjyUosvVCf|80Gx(E z;H6xEbr!d9Q=5~7)Fdo^wIy*^MwZxUP=qBxi}`)_*aD4D=C4L8rBwv!Z$P#YWs$;x zv#0rzJ=nvR^U*g{)LKT`9(5<@X{`z7y5(j8rDy^RLpe93WuSYa%IM1DvlOvA47*A$ znD$g#BB91aFI{Ot^_(5K+yoVa6w9UT#FFxd9d=2H%t$%9BswG4=}f8ntvnoO3}THN z;mh{b(2iQaoDVPOFl=kr2-5R2JuzEJ7go9wyTh`z1T4Tv#;Agz8LA#Q0%&@%IWFM* zuueoewh3GVmaz%9q{{>M6OYD}Ye?iXv~WK0e!-Ftak#_*cv8GZ0rPf?cyqmT3IU%A^a*W@1Zck{BilkG_aU0Au{b4XXBpd7i0 zTTo=sxiL7Vc7^lT9B~RIE#H6jxc<~?f+s)o=16;5kHwu`GcE}}$mT0UG}^JSi0y1X zgI0J#;_lC-N@{YO`;+pg!MmhvrMU&KO`BC>Hvg<#Uc>C=8^?VI!!6yjXM~vHlUw;& zIHV#@a_4az3P?cZ-$-XtLrUaap=j9v-=HRI#yyWHDYnEbygBSfoQ!EeKRN3 z*rDE+L7Xzo=2tSWY~cv|r`Yf3e|{H(S!x?1;koPQ-~3D3{NMfqy#icPy(#4+4jgdX ze#QTM@!v+?u+ANJeE+Yw8s?cKGvSie(P~$ISv8=TWjlBHswp4Wv0rw{a9y~h|BZ^L zzv@FieyoCHBCt4SZN&D=E-COCF3A$)xt|E@ne+1kMYto6C)<_>wEne*^WRR!-!5sN zx^v{QG6y-?sb4cA;VQOx4coil&Q>=5qDc;yRL5`FUZBg(arKw2@3n*BJ91TqeIoz5 zBDR&US#>ykhvjDz-DkgKX`|s-q7m3_QdCDLB}UrdoJ}``+=>z;a|?W?_zhO zDD3vyk{?8mDR)Tn+(MUeec1^!e`X~VIZ>cs9mxuVe;zks26$3O10xm1jN-4(zDFTA zgn}*cFF$K1Bn6|O91PiO!6|3tVi$Ysos#i)B?Rb)ZD%U!hCp!DleY`WS|_G|5=9Yl zO$bjLQbbH~&H+>I0HC$8a&#{~p|D+gpAR7n{Pm!pLLfxsoE*IPc#(o0=X-4yLuMr* zmQhQqqzyt*3l{{bv!I^NMJQ__WIh)|mO3du;m{q_fJoC6Lh_p&=Z%~|2JJKQ z+%rLuUYlQXO7=Uzg$2Sd^D=*4ee|;SOl1FMklDTgjhlXNRwBqE>Vp7IcEQWE=>{h| znO^z}6p2E6$u)q}AQV!8_PaZpKoJv#%e|IkOsqPsjKg1(3l=(}!A1kU_~?n-i}A?~ zu~JlN5V2-^pFgw+sv|+*pUt}PXb>W}rv^pqtw?Vv#kmOh{y{)@sfgA*dC4@%(907A z?P*`1l4;nVTsWd)yQ~f&Z1068knPst=+tFJx1|#g)&i;^>+si1t;P?)RWCtNG2qdP zK{mhEA{)Z-z|Rk2LeStKE3Vo%B0j2w<{&lC3an)J8;iX6fS9cTXr2`3WjB?z4{UlJ zY-kW5vXiVg5<*61u+#B2NOOXkP0&_K;21| zkbSHkzi4yAiWRgQ?ofo11{Mp6Cx=h5*m$XPjjVh!9ooCH9@%?Ij^Iq#ZSgz@TmCU~ z6TcGh$gKhAuVCE$$Jow-Z;2VYO#h5K$!aeXF(?Fi=&TlO#TXw5+ z0Xgu)8U(_|2V+l2%{vIQ82r=%aFHVb*dimspG3y|VulsrkcZ)^#MHaS8yal6U{g+$ANJqK6LKjPSDyihwr5;DlBvZs109$?Zx=5j*uD1cYy5S`Un_1Z&%l+|I<^Y8 zU$%V_AAqOaPU-#2j#T@^Jq_D=88id?f8E)#7cN<_?Lg(P`;;8dSdq+jsP{)FN>Gu(9SCZ+oa1c8=SwhO~TFxr(QWKYszscdLFWu zCqex9T95tnC_IgV(>>}~wVFluFnlt>)l&}2uL(kRi zpUUw)@+AL{-}`RB<6|uZN6(j{V-azWqv3RKfTFJ`&e!>jnX2mY-BVDw6SdOdlsm9z zmT=Jca2-d*pW4VBL}FkiQ9D4|;L znM}LrO@n(N_D-?>!$Xtf5FK+skvke$te4O$6A6UxvxhnwD$X5Y7u{R3xv|J^{4L5q zkcdj~iB$fnFT~;2W~m4MJnf`!JYHRjZ%kGD@e(qz+f0)fe0ziJ#I1H3h|}zLK<^;w z0NaUJvFhzVzUj{-74tGAbZ75b1IQ zCf`1tb(O_EKra;zYQh>&ysGSU6(6ynzIp+dK8&3H>d8O7{%ztfe1)#r`(19(Ni*Qxg8BE|^e6gYQe71UsZFP5BnaO(3nO$^Bvv<-6+wZ6CoBTZ65C z8PN3(!lrykc;iNIq0PO^+wAx5Y*n$dX@Y3{iX0P? zxxs;thu)F()P(W|)eT!*zDg+>u+5{5VYYgv)wf=bZ}m9OA5WY_`t6hbvc4BLNw?#Q zk~GY|0~M42qyU-wfVS1Y9`szbKsTdeTX?{Q{>t4VN;;_$Tyb)_NpLX( zfH=Y`l-4H}5>(b*2}THd8lcY0zdm;>ZF6Ilr}fks9oTfE&CAowJQ|fx7UY-w*zZPB zF>tJHxv%NpMTr5#l4?a6ZOWZcXXlt&nh+oHp_54dW_=<#R(wQzpf$&M7_G+hbZ0ec zjx@c#=609X_l=`$Ne~GBlqSC}r*2a;_V^6RH2x%m867p{^LyKmz13VAkbN}bTTg2un8IE#5j`V$$772OYT2P+?xMu$hL`E( zxe0RSY^YxY(kpeRc2^uH3QuOoxmn)Hs0?$Ao+|Pk9=iTxQdFtyV>3GNr}g)b<@9(H zCxqKnbo>dQ_0q#g{@VL@ok85C;W*e+*0k$Jz6(BWk6K`gP7(tl-9C2S5@-1;`Q98pOi4(>q3ZEy`;0{X{?mJ;&lJzAU;lKa8!93v zvz@a-T9(&<*7Ig|xt@ODB#-$3%PMpNhp#-{hnMUDU5nS_p8fY6gC0J17F~GBG9~2h zwOrxFdW+M`p?oYVj5PUN*3rSVPNzG#pNPZPPA9rZr4pgr(&9h2^R^MbahP(GdX=6e z@`GSv%5^wM`iw8n@!eL4KSUAIV7&jdoe}TrsqZeXjCNDG#L` z(&c`VARo15G`N*{8Mc?v!eS5~GGJ5fhHeSkLu;W!sUr^}CyV@#m~1|PjvvavgWeWx zbZF(kg42MF6+c);PW`3)3bE-_ul2_Au;6}UcD0VVZ%sOUccF!H9d^=MB&D@nH*%!q zKK`(SHRR(O$`*qptm;+7aEjeb1EJ*d!G`Sz=`jijN z*&*nR;B%l%{WFM^)I$6F?h<+J)X0G1eFrO+$&xNnMKyiWvYUK)dM9k=q>O>>mVL<1 zGirAE{GJ&}RgUSEV`)5LoqK`h$N`i>n?}~xTA9ZC2M(C=y}hrpkjckrY(rvxI4;4< z+!87%HQ>3Tb0652PzZ6{wf{U6Lp*8Khj`oW%)~`oi!VrRL?rX|><~PM7l^Ck}cH@=={h9p_!Hm{6@yy{|LCa!WSMK(*o_g@I1Ce}xx?!LEHr zz9f!;#c3XD{?Xnz_D)sUz@hQHdO*q7fG_)PlLG7DRwz1Y&|ZJ_+-I%yki;w4 zxOnK8#|(g9bg*XMCMft1N{$0qdkAW5^)A&_WQF}c^=zg|m3)oT$>-Fx-X5qWnVz!Q z^z`DN>AOWA>6Z4Inf|j&u1pr8`t!~x-#gGkcwLqY(F_YNl89lWJqnJM4X3F)w8W_N zO-CBu!?>NeBvc4zQ?pyY=-8F`v}I7Ttpzp5THp|pn7DgP=E0=BG#mgRf+pR(iOgt_ zDs8--Z~ZptDVg}Wu6PR0c$?it}pF2pj#b?=w>PVIxNSMYLR5VwLi^N<6G$&iJ9e6y3ay! zzKxZF0}=NrqQDE>ZOBhS{~WR^SCZTDbcDwi9>-0oq5^kD;%i!!&7FHxuy~2u{5#7$ zZ&=1Ah+Bb^LtZ2A9hn^#^vgAx?}y=AazN3___A(F+2JAB&{&~qn#$Vk*<8#6P=rva z9SXAa8CUXjDCU`%@t0#h8DCbinRZ}PuFvW_R?TTxCdrp49lP5ofzc}}R5!;-$7QA> z%A3qtDp_cboKNb-+G6v|!JsGS2ErsyZMhk{o%bTyN>>8#}dJ$xea&Ly0fG7I?mupR&_s#Dcxqxuo{HWpXY!f zma#W`+~d9$f(v5yQ%fH-gK}Fx2sW~3mwWR>Kydhq(YiwDt(#HLEkU{jDN^6@D@r=~ zgzA#{H{wq3XWlsNn@co?GCET!0Zv=wAb*zZ8Mmw*)ST;%TFlYBCc3U{yF3_v@T(h3 z;aP3n9N2|h%SuEiSSy7>64({0z@3};$Qm$a>(+H}qo9F#_SJSp5*0YfI8e>kSV`rS zX3eX6Z0Fx-@U~6UIYFB_0QrZ;KJL&>tM!(dKeIn_plKNt(sqV8u#Z_pTzq3B)YdAm zlcX*k7wq)KYNOFy6l%)Vq4Q?oar?f+UUkMxPXlaX%WqdiWRogCdardLCegP#bHByM){iQ6uJz1$G{@i@C;}d5&%6YQ9bI_cC!}@NaA6D@8}uu)aVOiL+Uzd4 zd20ttt^1_f68Ns-grP9sw~xvV)$@_=TA;nat1wm#(T8Gzd-cZ{^9ZUmX<-r!7!t`?WXf(aW|j{z6SG|6MVT< zYQR=TbrMdZyA4fR!?O>wAy9^o*F ztXT%ftxrszW(a9GZTEq7(ze#Yt9$vPbZk0vcgyy5&;Zyw`s~Bz`?2%eGx`+(dKCa} z2?Q=x^ME>v9Wb-y;)&aBu;j_IPCd<-$d;C<0#WO;dKS4QIDl6AZqi5kgv8>DE<_}= ze|A1k|2ZaD8V;byat=6vVsOhn$#sxmV|c`k9E$5C`{L)C>FGf1vjBn8a`NJhI}6~n z97;^9I}dutaU*FD1TEOLI^guo4`jbSybfm|C!kaqtA)}?7>YiYwLO-a34qhb+_7$W zfj*#8VIX>R_hi1sYz=JeW9oFOy|Z5H&jko8O!&mUJ=p->)6Qj~$n=+oXrUVf*2xb* zfN(ct!3_RsZrlYPFgtEqTkplcDM&~5!r9w~P2kzCSEt#=atcUm?>qt*V@o;O&Wbqo z840vd7w_eqNH$kgV}7Y_sHif{VdlEaiHuF_xyx9r=G&kQ@sWX(tK-8gnvE6ujI3bE zoXQ>M?7dL0!w04z&>VB9W)+G$~xAa7Qe&rlfapU z6D8s!XlKo0jewLy^P-&vu=|G)a!ppz(CH|b(VJy(^K^KcD$hDLn6@u=xA$f1V!9r| z)4u$bd`G_Cx9^6x$qV^r$is}aQT#pMkg7ijuo;{HccNfTS4*>Yl%_-Ct!jR2sdM7DEa0X>PM|El{6ON1eMS(4f8hbnMO3%403!RNWKlP2w6Yw`G$KRotm`ZWymJ zDm#O=Vo&>hpBpvNLHgRQ%2pHM=N@#;&)4xx;qFgw zacPeUNVKWvHyfTk8{_*4ZyhCaV3>+RqlqP5UtWdIvo zTSZ*!``L1@2dF*nI^OQytpZ;(jn#E+}e~z0y$1rS*0-6X0KHSHo|epbI0h zy9FuX{9POto2k#2Se-Y3%{mibp!CSvy2AP3V39^na)xvUWX|Vb7dY_5-2cYY!z6jZ z@1JMd84;y#F;DkK?dOuMv{O@n!UW~D?X@zduw$JnSPTvEP0NQm)vgesR)B{FFRjdJ0O)LJz(;}uWCp5M+rgZMl`i<9gVeB~ zsr!CM?shFf1CNCm3IoGS9+J*rPgavnmL;y_B|F#%((S%YlDum*LdOlCa6!-CLHz2y zV2y|z$dMe2vfql|?jtvCmikINzX8c*%tOHCYLq@BvS65mV@YsXxb4o7=E|kyyvg%O z3U&Nh5&WLP*(U9Xr#)Z!#%28h?Mk99#n;-lEd$Tf?@BzYlmc(q z|HsyQM^oX)|KpV+3KhZ?DwT|onRSJt>~*bNL^jE|WL(Nf!zd%$wa3M^*R?_j+2dM~ ztn1o)T-@*LzCYjJIls^E{Qh$~9o=}oUa#l#v7YCqHS&+Q)oKg6Y#)Iwx9pjI4#L_$dfI#QLo%@-o+wlL@GE~Y?U zQX8mEn<0+QjOqZoh^xPg7ZPZ7={ZH+u=FBnmeEmSNzUX47!)%$NffTgZ1U#4BzR!l zD24h|?4MwPV3_g{-^y$znt&99?EHAj9=1$W!yEmQ<7M#pgTR@$-GbeIs+bnvhluh8 z1O0+86;DL&%qaj5Vhy1AB@LZ7yY+IkGl#E8LfmIFsXTU(_jdT_Q1}|Yd0A+yowicD z^tX_IPR)$83u$d99(`wE_I-^&MKj(n)|IeZ2QX-{btD`BJt!mc4AHEIDbc#UAG6Gd z%NX^G>3_mE9NdHNJm;C#zX+gx8<5`aq%ZH_6lc1_=;f!72o(|J# z0HMU@I>Den7k7SIF*fwK7%ZL<0b^E`c74dH=(~b@+kGc!DRq9M(mT#CXb)Cf)bP=A zUOD32xAUQ$M0=a>BWie1W+qzBEdS8m|Fk*OlNdP+5{m2xuT~b8?dM}F0Ng(vj^6L` zZO`$cDbvRpV@$te9!`ARqv;YWJz{S(Nv*!yiGRyY2>9m|tpLz$FvON>Lh{@nYbt(2 z0t&70(($qxsWTB_C?S{tH%wNf2`-K*_B+VuG84_+{>4c;P#y$|6kDD8wOnlpBDS+{yAJMs6y=ByjE zRLQg+2%pq|#>@3zhO;CHm#% zY(KT^(8CYMWs}VnPvG^cR$fWgL;ddpA)eJ8?~d44X&`TuDX!aoug0%u@{5ILa{P*s{@y-QHhCNS z!#_g1;S+mcMB%qaHMkM@Qt^~L3D@-g0z>gHxylbdtXx&9EUIwi{cj{Ny@0>L z#W`$~%TU8Uw6+E|q=|!<^T|}ur5SIm^D0;;BvkU1@LW{aUi6@kI(duRTiJoH{<9Cqq&r0S?B+V zI^28MJtPByo9onvz4Xg69d>jIUvLH}eGBa|t_PzUWkyk@0}hj`*hfEU+ivO8ax_KF z&P8-=6C|$~w+8E_#rSe>>)?#a2Nk<%Mic-T7ND&z#&86n;DTtYFS|7i-XmL@HOYNq ze}k2}=~}>`|1unySvH*hAJjY-F6$d^OJ9QJDOGog7K1KR?@*40ab0Yx%6!-5p`sFYCDNb|k-UTCQ zFXR83n5lJ#B=tr7(G;d&IZq2dpvY+HzdMo!+>yEAdb{X;DIKXaK{qbaokh<72G%10 z+RxFtW)VZl%Q^9)CbslwhoO^?lmWy1=2-Dnt!e512BE=v8F##v2*_lwdqVp-&uCsW z%A|bTtJ+l`qNGF5nBua}2Yt=l$yxP<{mVB{Y@wRuT7$=v>+ZAz)LM0KF{rx^xx;(? zETQSQYu5Afdv`xJ%tE2Okwm}I;+G3eRGhy*4Lx~`m4nshSp=-TB!boAG9j=(uSACy zHNb_}Ulvc~;AAK-fh7tW;U(Ne8D9v>S^T^x0`|-$bhC-szXHoe4YpG*R6PcbVt_}V zwvYO`4DmibVOwD?Bs96pm125xzLTj6u1_%jGWezl7F+aipBv-HzsmGlXs6rodoLKK zizEmEk;q&J^}QJ=*BEypn5J{?cKBU+oH}w|^xPi+(z>0ZAZF~yoqkD|=gxXwk|16q z^=w_eDRSKxW2t?&ND4dp5{Ns+$o?R9*iI>=dUs`PFt_v()@*f-Ji~y2TJ(r>_m&Bm zaJ|BI$XkhTSUyCVu?Ld#+5_@G=x2Ex30BV<8=lQ*{)N4&m+?Ss<8mM+rtflIE2XSf z{~7uQghH>yDNh9hmU3N-%Tn6*jxDX4mZPCl#c(Lcvx5<8*)NAVqi&ep4IYgz!ctS8 zWEh<@q5(8GlG`7|PTo0YE-opJ=_~c)#1l_G^I?Scr+kXMz`GWBRxw&)xAqVq$70@Z zb4fVBJZAWOJ-YHsuEXXNu^6Dju3@cgF38r2`>iSQM)S)6MONnCxyb5u|J*gNFPi7? zY*hmOLq2E3HjuAS-_cT{aM_`SZ7ZVZwJ&HTr|zkd*GGjxG$v+%eU2VtJmC`jJyF!| znrOf=n5|u{B?dgeiITz@rinO*rr6lsG?!iheUj4dCx}Uv)<%UdT|}aH>i@j4PfMcZ zHpO4kD1pb7iSxgk%m_TjcS+UoX2UfR1?qji|3AuLPOyvHI3jm3kGN8%dD?lwV(2A& z_k_ItK!eEVq;Dpjrh9q^W*`ph)KOnnmd%F%G+j5I(}3zDpLryTYP$!yC$UFu#%+h7jz?E6&c; zSEzCw0}Th|6)K=Z$bE1YCZ*H@j?Rs+&qy4Hkv{#gfj`$$6zTqOm6jYa zqZD&|3ZN!o;(BAFoAel&jp`}KGDg}oCpN0Y4{!AMB^Qo94ti@+RSG# zKXTHWb(Ffe3kHZ{?vq)KvR56~Y`o!Le!HIXESUU_DtN-0ypo}}rS&ocq)#mrGVT*4 zoLf;`05}jMj(XO7F`{s1z)wE3 z|ER5U0D=~+{t=XRgigSPcp1VLUD}H+6#xu|+TSSfPa;goOCl_(Y=)d6a4v{iq1OF! z!R{$vFrhM46e*DM#Rod%f@AXXHN}qr-x1K$vS*B@=eH7q`@Dc#0;^@cyS*?jo3Vgmx`Z*EA!xDULvuJ3zec}x#r*j4)t$tp( zkB63W59p?P!g=kC*m1qm>oSYt_Oo6908IevTBQe=>08CIDEE+!wGk`OxL0!m3R={D1zV!z(^$T589B)&Xa7CzoBCCjXwWmev zkv4o_1d(1nmI25mipF3=&9tSgVlLI$y+3B zI0@#N8aXb>eIV?F!wp=Ki;lXn(+9TEN~hWvzVHfZO0SluGI+cHY*Des?&mRJBMx(- zmn%j!@RzRh{~B9eNCb-fhG+>WLSbKwl&MY0qj^BkRq=~>5i2aEaZe&eCVF|sJ4Zfe zrMQWbEe^03{)%C$a9+*pN_MHEI_aTXP+$gDUmlBvh)k0Y)48Jgt2Sk-SK-(OUJ-*CyBYiF|O z*Hy{LQ6Qoa4$At zOYR#)FZNL_K)R%Z<%71m0Y1^al!M}MSD1DmRCm({>*?9QqWlrahztHJ;(wnv zD~{7bJ(5=mKMxZ^1_riDFrmwQg_GKE<-jkN?a=u2P1s%3ez`7Sim3vDrm0NFSG0m-Zlxi!`Gn8<&;m&aT618nKX%ls4AN{s5$roxgBpOvc78?6 zssCta$x`Fd%y~C3wz8^wZv*;kIPp2y7j?o`X>p`R0fMQ^y zPCbN{O<&~ZD^rV@+bcbbGmZD>z0|7J4>~=4@0YB=aKVHDSTEY)c3xP+nkA^2m)jt= z3~EcyK}VNR+djYUo98eL7Vd>Tkh7eBU}y2o|9F;jfy^u()t7>VRS4pafpigYkLJxK zAB|K0SzLd6vKRKf@Gj~ACGl}Br=d!fAJdoO0q^72 zFG79yg#P5m#}8m`d6LoTSJdWoRDkIj(UjQ?>VH;j7b1$>>End}^uE?Mdb^%?E}gw& zxPKkHJ}<}R=`1X{0jZL4|`*f(h7 zF=oZQSP4EJHo~fWJ1Cm%7kCQQmohwNf{6)>9ritB5KlSRo3@+oF`BBJL&!9+~2JA50gO%u9kq zMzYiel*@x(ROH-Up})bHBEUPd{wX7HCYh!58v7(dC_nu;AiG?DJ3 zSNij8Tt2yA@G_RVpE;NJs*2rD)_qp%-*Mk!qphjjS527O$r%n)B<%~o0T~#}Z1()g zI25Dw4||KB@w$Ksi#yF{{f0bO3=mK>Er2IWU2BPq*2oNjs++K>EM*qHtgDXhXp z$}QF5vPE0)T=xF!PNp(zZ%cSvvS40x=F=zlAv@)=l4|kTV5zj;1Tj7vh8R@L2c~{% z_%ys<`;b?XZhA`-V)b=(DKP@+I4_{96njsZgLj2#_3y#3fmuA+^i-23l`{>VnFTP> z(XO#Za!A=xITVz9&{mGBW<9gxzw`BGn0c(+5p9$bw>xS}Q_R=57F_I{*u9x9u?4A0 zm4Ck2240ts6P3W;v(U*`B-($Rv70|ejog~+@Zx-KRRQt20SF@N$!Zs`rBiusD>dWb%uQvZ@2yLC#YBJGL)Xm-;Wu+CQH%QAY`LNx1A2=)NS!JOs&LXB2V z09{C5wtSRJUVXmx25fN$0Pj-x0*nTt^>UBdZ<4ATJAyx=aw2riY&V*WrvNzZl2p+3 z2}(@{^}Ir5QF4R)(4Noa#mrWhpoI5z2(5iAcD;d^VA1PVEjzv0bqB~YtlWT1BT-ZC zL^PA<5H{@vAeh)15E^l9`w6npf$77CvLd!U4-eYe$xI$nX(0XiHv1_WUARlwUD<5AeLSTB%$ z-IGd(Sxyo~efGRC&tJkED~{*RdET7uno1||Ypwp0U?6tJ_2gHcQCiRiqP$AAkuhym z^U0FfYyHnr`frgrBw~ajPBp@B5wM+t-Wit z>nRL5Dk#7(-{`?^C|(5 zm1dyO7fZFc-HHCyykAy!EMgsM8N3rRh)XQskl4k@@73&gv_ml}-+3}r2f65(_QnCh z=c=!h<0^}<@Si0#E$eE^T9HM1+u*k#xhWszF#^=&f8Xa&Rt`{5g^6RRs4+s0qe2Gm z&s{)TLm}&5-btabPATv&SNJM85Gxv{LdM#^?v>Kx49D+{qXcmVVvfy7kcpB%BAvDm z@<2j4WTlQTHsvlrKB_IM(rXQ0Jt1qD=H1WCdb-m(6!O0bi|H}REm7myjSb$5@c;^d zqJdt|yDtv(49q?$4pa`mF383H1fO&G@an)ykZG7V9n!WFKdFn$)8!rni!3L9p{78i zcVfaD*3@NR>)RupD|{QA0;T^s1-k#8g4&AhsT>(SX^Y*m?sGT;r}^+n65#5904Z5> z9(?$nm60hQ0%5igSrZW<*W9UN!ro^9^n#rp_D+8aj6~da`juZitoeedXTWM&xnq2# z);EmSa;K#=p@*5;FXn`DG1<`?_`RQ!GtkdS7`IaeV(66#4(^#OITOSHV%(7d%bKVe z;B%z4-huZg4-7;1Gov(wTQ9qlQxoF(FxAb+KrBmZ{m?VUKpRA|jBz{nT|x+}`9zlD zNfpzz1ibreu`*Ynsab`6FK;qGP&OK-;hY(B6tMAVpP6quyu> zWz{Vfsa=*C=jLCvdAZlXXVlXyrjL#or?TBR*WG5~*jE+@LPDl&vv+h9(lqeHjzwCX zi~QDbRO9UMS@^9m0QB^4)_lUIzD=x-J{lD$FINXmQ0 zHJNT>8Ojl(y?LDt0F{^Eh9|EhTJVs}R6xr$ef$Qlb!3nD3|kmFhsqASG}QgX{Yn0t zdZt~%7j5H1WiMkU4f~;eAS`T6xh{52FG~*suu8zo0U+B=>y#{|TK7kvGo1ekM3`Ex ztlz52qPcuK71DIRn@md$K-s(VQ9m#z0vGmik>v#eS#E z?)rnUpgde*)zo;o{V*?9<@x&m97pj~P3WErtkh&hOo_E#EnY_NQB_{4A=j-5`9`l{ z7n6Oagw11M?4XyrgXM*;u8QW*aGq{ZWqdo52C4vH?v!t2A~%QT(Ju4q(s)n%ti}n@ z>^UffvRpkLDc>)A@3xbg3HHnO(9!N;F;@SbQeP~+TQaHqpKo>BKxy&*Y}c+8r>@v{ zvMD)(=yb9-bmA_Wd#V&hskd;QZKy*v@X^y{?ecm;km$#x24>O6zkpLZSpxqNatRm% z#vQRs*{!Et=CXduu|Hv(ohFv^R|!>L2#P~vz91aPOIo}BC!2HK)dJmIfjiyEdF0n; z=Wzz-GdrD;==`GVF_0YfWGOM5eY7s1BRw@t?mCO&hk*!#LDcWln)3cxbnTdJMp!47 z{^Gs?IO(g2!cvT;duVUjn0ho$74pbnzLaoH?2Pr@H1V!Q6{t=1gWbpf7j7~s04LeX zebNZ?x=zz87oyWJ6yt(~ad|RMaqqKsC_!W7Oe{MVu?cx#G+#b)<>d4aipi?>-BELI zXZI{{Y#$kc#Hmwww^!6Ag6x@%Bp8Bk81McP86C-thFz+urF|cQMVVDaIB>LU_sW1}zR7VULG(UPE_*v!ETAz5d1AckHY_>HG*?*Z z24ZCFHMW4VjODmjWny@KMRX<%uAC!`ne16SVm2a$lVDkUO{@oPm2K!H@e0iC)jktQ-Kj>=NCH z5=D00wlA#fLn|MocMV-2OZ$jAIO9T(L};vhjpWPL#te$1&vI10=YSbV{&84Ydh+{< zL!bn<5}$n2k|YZo0BxoY*FS(v+_d>_+3K+8eDbIOFj}bmt2wV_!X+12$^bGJb1X>i zIYks>JyPQz4#mr^(%eKG>fEWJ=gssrfA>(&b^RKqh~`k&m>sULO3kI+^v%H824N6cOUDjwG_Vj`6P@cPARtt zbe!P)C$+rcY@OqTy>%EeggItkwa;h3HgLf{T-Pnp`R#HT?LWXDs348i)UBySDqdFFk9+53)yhA}A_ zJgz7=bDjom%Simqs-xHaKXkDub*|i7nUra;94muo84TWH1j!vEo{a5Y!-vUzh=yTv z?Z&6Pv=uO@!I5OkY91BM-N~YZYPd-WI9SpB7!i|`N2o0=v2x!$zS$$R(wbqV=9)-n z)o$ML41`aPQxAI=vAY@2FbRf)msUIky(|s9hgOnQNcOO{?tY$qQS4C3UX&)3dZZue zVobt8vt47svFj4+6JwMxw;MrFFO{FJ=!ITUN#EkVdE}J zfm_j(eB|8@j*`qN$_9;RR*M8Y6mW~3&0^WJYBb)I9w6afaapc!eRTWB?s2%#7l&>+L-0G_P@Gh7g#H`t*8_%@<|KuGr)8oW{AQ@ zZSSD*VX4+O^<=d*uTwgaW;&lD*MXAy&$H~S?)(O(URfp51!&jQ$g3-Qx0q<{Lm5{m zufcPY_93w1gfs{gg5ZVdjfq=zM%$M6+o}MZQrnbc9EcRdP9p=BWvWLEtYUa6W_eBF z6ME7;%o*j|5uE`Jn3^{C<&g(_jK|w3(q)Kx8%E2b8F)I_q79CkR%y`uwLlmNf6m9> z6MGybZvGG`eae--sq^KQE(7c(wD2-+#Q;cP=^*!GiE`X(aav`09JiO`Kk@ee3!t2O zc0{+!L&}6xb_{W&s%3Ou`#!|6Sb@_ScbxU%l((ys8j$XQa-m}CRpvyx3*FZq@JkQ0 zv4fwSs&U~@|Dp3SuBUB7Eh}X7H12MFG-+O!Rgabvw@y0p=G0edxQ~FFVM=r&YWt3$ zaI@fWv9KM}dhZJe9t_b|7SAsH>Z2D>UaKA%*#AnWdY>h#rFj6AUQNec}tC*xfvW|c}-UG~wQz|2S$ zcBB__k|TG*;~XND(*Sfi>?SH#J^uJts}84;XDaIH>@C8P++H|>Gqo+T|E$$2BJw*N z=bY6myhFO5@rRJ`O?lTFQq34fGnG$%SyldfS+h{m)xEisLpfU^4h37sT5BA+`4O>hf6Q?0#DfE_0{*A$ zavAc7@P3V@euN6r?02TD{dT&C34-T9Pbqd5?VS^)A;nWU==L3{S2fV+PfFFb7}9q# zN|&Gh<~=pf8&!^xstO0=gN?{ARqpH&$Z>OgUB9cJp)pK`47w#3lNi)Yvlfl92K-{V ztAY0h(HG%S+LE$U0&w>R!>eelRaa9?0BVp5Bzgd1w)z%Tnkg9UjWFD~ZXcET`yCskm5?*2O1h-b2oY1+dW)%J;!0Z@!QEi*B%_ zC(@`Y$FWj808USLEd?Rzau+j}vg)dw#RqLK_W?-ToUsybqZL>Q^h!@M_`Hk4C;H7J z+E~>27Lnsn2zxO|#1Z3s%5)iwFK{6WFZH?JOZIw)U`&~R;&3L=Lh9~QWjXhGuGQ*F zUc4(^`VTf#=s=HLFy!@8`*Es#picb=4MM>nr9ibQ=Qyg;A?-MW#vLYQd;VuRdCcI= zS6O;x=`RqrCgHheBHdZdtKZC|*Oab7jrkn&hJAWVbKL5yGjzsFbGf1qG|El^+L4Fs zdXL)eQg3yeo2v9t#5Eqz3pNGv{c&St*y$5JVk;SS`ZDG}9)oCzk+&lrcyQ{gaqxMv zgG1>WFH!~UpwhZWEt zNPy#@xiO(6B7DPlqe)(|%g_1(op46sHsD)%j>>lZ*&;*x(T}{OnMz)6)o}(5ZcyU4LUu z6QS9Ev?f#-XFxnspEde$YV*AdudvYSu3$hx+wB*rRNPzS;Lp3<^#BDY=8J}Vr@oR0 z$Z0eHb}Y@nc?|CLPZQIdveWO*{0k5ssS(!!Uo?1odAX^ot7f1rz^U~>kMd9-0Qyhe z9(&qM6n8EL`xce8GwWw;V1K&k)yd8VEr4nUIpe^ESiWH&}FvFsake5-J`-R@Q&nCM+X&r22hmU*~F!L$nUT zhO|orA2Iw4HFuJ^D4+ZGLN~k?{Rt!t6}~*B4oh#>*?wPe;g4Hx*a1+dTq|#avDIXz z3KPI0FA1_Tv>cGeF*iC1CjpAH z8(6Tuwxpe9UGdP7{PfV-9iA()1xBcK6H5TnEP$^(vxC0{W2V75h4{TDimBq_D6{*- ztf^uY0UC9=v)A@8wS$(l5h8c~MEl>Cfn;)@LwWGFIn0B zBJ7Z$uAv`46nyX3ro#E8NY?6oZ_T@54~Ft7n%xS2!*MVmKM35?c+36~7(Ce@QTqa; z?|t=D5FpS)s~4a5xwX1yk(^qqErJS>#^H5A@GbT9NFA0}$KhI+;YDY0u_%|x61%F_ z@DKAxXR|r65F}r>xj}Of@sD{RZFB38>EKR(7>f5BBS6LN$@W@SF_Q>N*if}~7|!;s zi$v%iG@UDP75FL^$Vvi_rv^^2zA;pOoYi#bz;C%NzM(e`dn;q|teNqx12lk0TejfX zdO*rV(6yZ0C*>BbgWZcPG23V`R?w-6kbWW*ibP32#Ud;D^qT|A_zeFk?GIwfTvyjk zPGqx8@kRmx*ZpzvCrBX`qSCDXgaa~eIeF! z{dJMfrfWhB;y=F3y%Yee`Hv{>t^9~};Gemos3hx?xVD&)`7dV<9&T zc)Qo+eL-~}?w7DVxpu(Lel{<-%BZeQ59I~I#1a9cI7wcusKj2jnyT~;s4^1|fr!~* zsJbxj%G3m&ILI_W2*UUbgH{B$D@fDkf@HeGYkwiROUHWlQ+_X|2(kP0R!nuI^{|7P||yjOG%K{mz576q0Z=h+%5vmG2kqWV?P@us-nbrZZ5xKST{je4?Pd{H##m zp-dyDv>|eY|sO_&GPT`(nN++W4Bf2(R3)>Um4hVKAD; zc<*iF7NK0zKbdsZSm!JOAiK~>Tfv|Vub&vpA->(es((FSL!>|T{Uxz0*2cHS?`gAN z96tQRq}NN1Gc(XBY(F$qVh&{S^AASoCfpUjF*Gm*&4=1^XYB=HQpMruoT`cF@#Wy@ zZx}3KvmX?dcJlV;*6l+Kjgpr{pA}jg8subwnR3*`dnv1FQOn2pL^D`rB4++%JMN?H zX}^7|`(t`fZt3nm%&b;ot*vtZoB9n{lmWmeMVhu5WEqD3h9CJ8qB&{#EUxe1ZTg70 z{lL!xFJ|z*4qi3s8g}tgoS9g!t)6a&Qq$O$KEBZ~Fc8&PLwhyIE%Lcg-3OMugkRa}3 zc1B~4w}0Q0K`+FC_@dYsD|fobzu8hG+kYJ2Sk;B+)A4lwH+y!}r0?mnnH=lpp7?k9 zlS807nY9$n!vu1Sd{s~MYmN02?FF+FWu2JY2Tk@qnuSb3G#%0 z_H3e`R09L>Z-Dw3zY!NeoHLl$+G#I%UHqcl_T`YFR2Yb&6O1EAw%Hh9XY}vF#&4;k z)Fu9i3Jvksxg>Xp5xvS?)_}v9(MRNp>=fuX1z8>nhZ@Y+`mrp3Q1HrCj^J4M#T9Wm zYI!o>S;=mJGnpSYN;aKa|NHr=r!ByKL&j@s&OF(I*YiuqnIji)8lV%tT2xl( z7?6epPQUinN)7+l`2w4=`@*g>WVB^ct*n%xA zAhqOcZq&s2$wr~citNl1CJ0fELWxvdoeP|cXFzI>TCe+j{3ld${fRR4Q z9&+xrWz9Ls3%3RSZ4q{94}R}`W3&Br;EtjuTxiyyO4vOHJDq4dNnohGUf+oSd>kJB zd8mg75-ZRopadBFy)o00j0=9yVB3Ft8;C(DcY|9mXJ#`VURHIqR!ozb`#g2PMvua;Mb(9fSO-3P@@~|OdlA5*qtfK+C?uf1FF4e z`OYzTwx|M4^IqCy$>ZiSBA~`)Y_e2ZTsqxD86@4MU0B&H>iR&zVxM1`p3?H$-P)(P zcuMvM3lg6RyLuS3X|Gt{hkx!VVptMjkqZ2^wR4pYP5P;Liy!Vj?syEOf(M4Dz;}q+ zR>oWHhzLvk`A0*F~FMNN_UOIJMu&EF+hvL?UElE1DgwUn8Jwe9|0Aiuj4Dg`NB$e87na?d6EW8KtcED2S6lpNQIT>$YkG!uNuXKed*l_5mg$X5~NOf!03Jb zYdL)u9N->a>^ovj(S)BW)UG;*nc)H6uy)sBoAwJa?1aY!&(YB~h~K=b{o6+STtLN;l}{Xp}f*!6<{BR1{QqnY3%0Gi9QI z(`)DcUW`pohfc$A1;KXEv1-YUH9ASeUZUdV>Z$Z88(A?E{tkjq0v;4Ex$$%#!K&?= zy$mXu{woscM(*{Z(-ZUwJAryJ0%2?t;U~=Y)tTBfVlCRDwlCuG*4dG%oLv~!NWC=e zi8MVL`dBAsOB=%0e(-O^Wj_NUaEDvx|V z@yG7FwgBNGi@Z`+Q#=~ysfl({i-nXn{U4hijbMv(G-^M%T2>gDt zVG@`*3RQl=_5kLB+hSU`qp{7D>gyt*TrpFoh zX#lD0^c{%h;;k$u-oR4*(@}sN_D@;{bi8=W@qJzAx!U)&*)ErXZC!*`J$ORg#0_L; zpEAQ4)voDv%sm>{+?g`i4JCw?@dqzYkU#C6Cc zXCM`poCF3`)EEdl2pd-(yX63t+Oy3OZMDi*ItcN~`Msx(dCzty(O-%^3f ztlk*co!G>eG0?K0Jy5`_raJx747m$q%5J4R98If)H^G@tTO?@E#neK0umC3E>fK4hIULE@{_k6gdog;zWjJY!tIrx*LcBZl7(vVN}B zQmF!|tv(fO%z*Rq31Fc9A;I>L0u6QsRgio1Iv)qXv|*4}EbF1S;yU_QX&QwA-$YQ) zKhLQ`FoxRB9ZD~E31@I$`)C=cfRou)OS=RXP^4p1`1?Q&Hl#;Ue}MgH!+%h&7!RRYfjMcOuJUVO%QKIZw2GxE=_ zP@TWbEAsK;{eaKEa({&yYh`{FwP!3Vw{PvcGipCj9+%d2nt(apB-W$0tsB=H_RD(R zrx!VTPLdo77bRPeACQ=`eJF0XK3g2;QLyfyR{EDq9{=Sc)N?(%@^ZU=Kkx7U6v5W_ z&Srj@h>diTTNheV1JWpzeabQx1c#zlrKzr+u%+IS-@{rrEIkq z!SV0%2SR+yejNm0^*CZ4*#L8nz{aph&!dcDMODA3jNNxJStm9uW)42hsWt`k&+E8X z75x%D=!|0ysRVUSFI!$V5FdCqOr`PLx`t!t!0u7I^K;kL=<}7&S5!RWqM=}0Y1oAT z>LHr5tLXeo-oc)kKMgd4`>k?d2^kbccTLq8{!x4E2uuv1H39u42H|QjtkHS zu#hg*pEtEt8B7`oP()+!UpH?B=IMEpuZ!iST5l=Ep$!A5lNFmwCl{bPNE##w z4`cl$7phWoJIcU^IC#ib7;n}1#HsxTu_hn&#}pbk-mCLJSb8t4WCdv|OvR=qM=!85O4IreRJKppDQPrPW1Lma z#qTUWe!NjwInL|YV@2IZI%tpI#qMsAKXNBa5SjOD;nML*yZ>?f!8bl!h$J>rc8rra6{45N^a}}S{DN=ugH)$r z!HzMD$KX%-B^UT>k-Y(tf#1IZ6kokViFHE?mVHP|0do165L(Lu-)K51LrLdSQkp7*fM;XO>)c7|O2n$jO>XHmaSYVuP3 zCvtY`@|0CLefa!+H;^IuqA*J;Cr4Z!pXX+=+Rb)DD71)Dt@B2toA3KedFkC9=+FA> z`6v%M;p;C?NLyy7U1E;WS7=@@6CY8>Qz%>rdvgke+zk4QrAbUZX`4u#hzv!DoU2Mg zZb@ON@cPXiqu;#;-*gNNm(l+ozc(ASu*&a5*)1;qn4WZHTHx%h=yWSj4HpRDBLgL3 zZtfaYzjve1NaVU=gKp#%9-1G|lmBce%N_N96uj^!Flx{LID%ACtk}2}Q^X%>ob?`` zA0AVL1LT8>iQ}^ewXHjoi%`$YnpdNnnFa1XXI%qH-R}EOCI+{12-*3<%I&@P zwdgq#BRl(#6xoa~oE8UD>%*vH1$V$!qepE4AQjy~J!_$af>)gI=J1|hD^qOI2@f5V zo=VfF*W|0|>(|u#iLZEsb^uB#5a4v-Pvz!(@S=L8+RI3f@5yEOeU2)JeyHI17KmHH zZ00iu3G})jcXFW!kIC?E2Ha%nN<>$@JgtnE><#C?@};3ig5JM&h6Ka1eo0 z+T4B&*7G{anzh%h4YG(RZ%^o0#ZNZ*OJti7E6lz~yeRDDy;u+9%9eR6`|GjLXR_+i zLcG-jtL(XrgzO>-C)${@oAXNrP2Nst)|*R2;bJV$itzq7n9!{r-)i zJK~lxB_jgI;`x+gym(evuSC)Ghci1~F5cC>Ki^C|yLp=30kNA8;YI6!<;)Pa%BFrZYx2HL@>*T%!(DPL8tm$< zGilHH3*n>iY3mMO;}##+-%%Mml1g1;UoDGxurI)GmXN(JKxIE z9x9En#@x9-kb`_-X~ECtfx}Kjy|!uPa9&%1GS1*JmoK7Wqxx&i`KXEilZeBL}e-G`3& z2i$BeA?M4R(Nh~ABp7D{>zrg4hvo%P$8+4w*Mdw>gQ7^np+(kp%V=Hq(#x!u4` zce(>f0`{8s8V7te@xlmJ<m4M*TI-?v zw@z=Y`z}f=lM^DI-R_mT_La^Op`nuhImW98#%{JGo%G6QcsJAv6?h~=`g!8SV);-) zyolcL#M*Rj1RKp@pdGOuDMv#wf3B&X`E78sWI%^owbk06lU*|s;-!dsl%vXrr~v@U zB|W$;sxI`+$Grnp-u==Cwt(M|d71Z)%2(*#sr5BTMOwo)cV+OV;`Jbbn-8b~(^9HKV)zh-i*7OTdJBDSQ{Yd54-q9~%_Uy`5to8IX@s^9Ne z3=Ta2w55Od@~(!5>$7ii3XG78- zM2u#8M_X}PZr*qx|MBL|5N_GPf7c-ApS)RMA1>-tnZ(MMcgdE$x+Xxi$$f1o!)s)=Bk!F~6q+GFq+sicY)y4+X8@ zX`_vuh7QbriB`XtYg4rMOtz;;q@=R<3&_D4KME>Jx&lqQGt82bI#ZHOpg`n|qSSBL zoQV+r`zwgY=SI_~=4YQYmh3cr#y|d8Z%Jgpzl%C^rZMjc{Q789hq8xTjFNAk-uTis@xK2Y*_9X{cB`qFSwhNt!o8^M9}aQ|%byCoj;cxdB0 zbW7yCvD9=X}ohCS2)Yk{XMRq*nD zjNGfAy}k<~!J*FtZc!0LB!y4k3ACkqJriHWcD~LRYWpB5g<}(6CkDzL1UAozsz;U| zek6!ZLzRB}6P-y;yYJ)8?rtB}PZR6EZ7xFQoGoRpNT!r1-M$b$%k!M(f=nWFe}yl~ zbR&S7aohDsU1aZ9bdo(;S*PDkSiZq1_sZbdNKDp|#nMHP)r`}<*u^i}$wlhJg)BEZ z8=>hF|NZq-xSf#Wm{`}|rM7@?zRNGBJ2`HD>Ml#!EwE_l;V6EW9C!oXvm;N*yBKEn zS8iuW^yZUbE2Gj2=J`sD3`tSi*GBB=y6)c7Q#ZPz!7!Hl>GiDl##iBE;n!xk<$Rfj z--UBnyMs>c+jkDUJ5)_|ez&^ptpn=9bLiezui@e&qu=sis6o8XiGiIZf@m`{b3Oo2 zwLlh!+U=8sX9Z$D9ZxAKJ*-MJ z7`yH2eeXsTLySxECA53v)4_KY`i<|6EUYLr^t*`%I9R;DzDxLrOR7SY?e-Re5z`K@ zlV!OpS}&!>kEGym(4T&n*N0oBybxxlFyx1R${uJJ#{c^A2UV&sEwqp(c^~R^b|`2Y>tWoG8ucL7OSY zWIedu;sJnL&@5u14cyGmCm8Mzo8Q<6UILRj3>`oCEwsk_BF8DR8 z(*x_Sm`CY`&qUU3#j~Day;hznIlY>`>&356$q_Kh{@W7%3?3Dxr!8{FinkoRmBc^T zU6bdZW$^)W;x9o{n>V`KLkq)-oNv1Al*{8+${P<88;#6Q?cUWA55yBhYInX}Tt&UA znR<0I?m~TMX_%l}e6MQw;x*~=dcQTPz1^4LDNi|#?dOZ;hl zG4d4LreNNGpDOryy9G%_S0F-nkrCj!QJ-&yBw1RrN?#;~ zCh}UkSc^L;g=uCMu zp?0Q{F29?7IMV_W(R3lN=r41}J&U_CxNN$QZSLTklE_D_8^nx?&#Jz-m>*=>lZiGH zO>5Y?kF3NHHQB3MwMq-*@ku>*<7^}AZf+=3LIbQL|tGj8H(?VO5AcIHm&hnVo zVzTm?Nnye^3)=#|vK>{{zCE zC5wh%70=oJ4^3y`7iAx8aY`vk1wm3kP#RQVk?xR??p_e-?nV$P0cm6@>F(~77HOnm zX;|sLzkTn$e}L}Cb)R`=&Ybfd@2-=kTG1_^v><`Q;)^O~&l%3%lUM;feywzlh8D_b zGK8bk5o_Ss@NMa!NP0F8szJkX(*ke*_{IXIS%%|cu%Qrm{OlYJaIb3tD{j0`=&T}( z*l;FM*YRTA=oDljHhrm+?^AzCDL7M1r@9edF-LQt5)kJqJ{#NpiFx-8dqp%YKs~w< z$ho|yVTr(7QR1+q-mzl=!Ia&6NgnJFLysT5_xuERE!;Gfq5OoL2QT?>-~=$(dipE4 zWLJyq1OO8u+HDltGN8vP3)?SBk1=g*aKjR#AtAf;ui5nM@AWxu|Mf7fIPD(6QS|1% z_%|gLrfFQULTAtag+g>{a%-JI=Hn^;6ck>9qmdxA z#2i_6GRrt?0E!8RlQIn)R(S`yyx}zR@~h$I{t`S-?rv^<;$!-c{PgB*O_d4-hoeiiiXG0US75( zT;f1R$&_alKUC?Bx7+XM4noOIb*(ETW5}4;*h&4W1Rl?SwSXmD5eK(YLuo(1fz1$3 z{FzFeb#E`5flJ2Xt{D=4`95bLEGTTvaZM>WC{+E3$Aa(Ms#sjF?}ho7{ec&8_=kM@ zAv5S#L;~^F-?P;_bSyUNlK&NtdP-ffhA&W~jXfQ>U0FoOoWjQ3jM0}z;g^h|75_LG zLx6zY&caA=XahvrA)Illj?e5VM}$EDLJDk|-DmXrD{;p}q$&$>jHn|_KKn6uI2i$g z?K}=Oc1DC~dJ^^pz5E7U0q$M*zGesigC1d0euLA$r99A?rp zd)mX{>rjyOII3n(_deNz6fx#^l+SV7_wI*?(g^xl{FLU~a z@0vdc3%9oYAY0uKmC7EjsdZAey!M|aNQ&wi*k$v?hVlLc3+PkelND~uzbW{|gf7a7 zwSx}%^!Ve3x93Qx&`D;6JlCHKc1ImHbOO{MN=P&y7F0MjEgrEEc{>6=7Rf+9S(8)m z?*$)m!YiNvOw<#5E^TIb9OWG%i-BXd=~}BOCJS8Q;Hhk~nxv85z;;O$me>;b_^*Yp zpbt-=;89!O(zBbbw;NL(^my#MvV7V>;LB-EDj#B3iJexB-Enu+7%|t6ECB(D?+)rs zXZQL4w*6XT!FNx3GxL?w3xva?A>=OFk$Hz&w*s5A{5aaW%YL(UU+Kx34NU$5OTPnh zE{r$;BW0)MeBEp5#iFlx;aQAMqVu#Tt=r@-&4!0Sm2B6!4n`k-%tB#b**u{k5Ta>w zryUQuO0g;(m@8q54{vrFv9RoE;cZ^Qo0Us-pefKj1oW5q4pt|vA{6qlX(h{e4KbhM6nt!VEu<-m}@Q_65Nqjgx=#RoKK+2j6`n&+{i(T1#k z7WAjic7J;qo$mc_VDA;qLu@QIdY)0F&wI}zo_K)O<|Fkj zlkI5X@HnC>x$J>)UPp55E2Lb}V~0RAoC+OF8$p)j@A@qXJ#UI{u+$c9SF_1siMp^J zUT!y-JIu?KJlIxn&A> zZ)9`gg&I!Yd^kc6506G|Xv zSjJ7L>)GC#f)U2TPfsmD6U8!*D+I6lC~!IKouU%An+NZn9~6=v%_d;`y-7L0&J=c= zvHN9M2EKJcrCD;_8nzVJ^t-|Fk43QywQnld=vA>r_h`k|>2nmHaXX{>`}P15c)LKA z)ra+$0w}-I#GNQKRH@C1Kb%6z^RYiF!|Q*dB{7GfMGmITr3e+B<-fTs)NCo-e)U?g z6!$LpAsYIFik}i=F+Y#*Z(#STFBhLEsIvju$3HatuhE#n`hdgopl$88O6RHC`fVNq z;h}<^=foB;Mo_lwLBXRqa|^s$dU0>3JkVaIJj^_gk$z>jy3c+cy*m{^68DnM!K+CR z(_QlghcaHI6W@c`iokKlZp05K0?9nqc@4fYrCSRk?e6P8ex3h4_d=(zc32}c(McJ0 zv6iZu5CG^dUs}MO!N~NhKY65;`m>bl?(MYFqJ5g=-dAssqsK|`jf(%!{Nh>d+lNFb ztqdaTYNm9IOD_YcNB!=OaZP2dIUn`C#j7^?V%(3N;mp@&Ti|o@sB)Hdz{#F0-rq`v zdlLim4W8KH1mzp0yAyQ+ie9bLesbsXPj~CSKimlUnV3dsmw<-rIQ;62jUUVBTlR68 z`L}?7-m>TEE>qf{si_YWX%W+Yx6^C-KX?7E^8EN4!3}FUKLX(kb2@G{D)nt1H22Nq zbtm;cP3tZEL(^EJA`i8-Z59pTQOHL?P2eEr#}QL1vJO6{NN@?u;iGOoEwR(b@sgU< zTlSbcn*~d)6`x7AX)D4;JDesJ#i!Gu+lpoGJuFh21g2R-BYmW+7mSnPSHb9PXe_&r z{Wc-OpO2Bjbo;#A`1wd-i=5?Wozh2&~=7KfD>gYov9)@sDnC7Jq?Y&)>B( zi{oj?J9EoS_1R!CB*zsARi^|{6NMD6I8%m)${*C;U9|RfOPhTN=yiBk%p9=r%!J_Y!SY#sUyYIywRPaJvn7Ym(9sX z^L(!^x_ZANd=onEwRoJaFj*!}$iMWIr(v1p-tKO=ZCe1#XBNKYah54Lljg*8$x}ho zDoFeZq5UhyV@9BBN?l{Q--EbdtM2G!-)4Ta77ID_$ZEJ{cw^~&lm`p%QYLG|?s}{< z0397OAq}0|jLPo@VI`DKi2^|EV{~z(#;lBT<3Qf$Zv?LcDaz-ATZz8gi8wDTfyq5CQe+|%c8e6ksDIaNfS^w`h#SG53bmEHZjRqA`WM15Cn=oHtiy_!rXT=ol5vN%fs zbT%LN?t+yX5C9`{?-wU71cd$;%@WhF6)(!y@}I7IHQ%rU8r$#{bobydCz812FOZmFB?O{C6n<_wUDjq8o)8NG2c)Xw#+r{{O zhbM3}8vGL(^IScLn4>sG>SD__WnzCud#}?+!bjTxB8KBg{7Rd=gA5p^_>5;8jN9%| zSXRb9Fv3Diod!KjPs5Xf_$<9aijKy?JSkXu{R*H1^FDCeM)g(AC5}AU_DPxHPMdft zNbl3iIB!OBmY$|Kt0Bde`{Eg!ycnZLm6=WNDP2B+)-IhxhNLNwHWFw^d{X_?){sX} zpUtLS2}xTC3$o)q#Imd0=4GTDEq#G4LF-hW6EUFzyBY%lo_CFaIp0UE&51ycZsQ=s z45@7^iflE8D!`f!*NV2C5~%8^Pa=edM14RDa-}kRcgolMu(-9D*Lp#C3o+P7gZgBz zreT$1vV@8x;GOd{;{fM?-Fkh}%+vlb1xq3zt;4t4&xNnDg_)0{%54TV#cLN_gA7eb zN^tyA`XvCaWcwpffXYmyi&iOsH)z|K) z>XKZ&_~~6zf4xE4zPs!HX|T09TIE)aAB^cNg?^47_>?u|1H{`UWjOvrVKz;Dm-iXSfUE24l@b^mEMqgZ%9v9TH_C z16*k~w4lAkD(;*RFNMYv>nAJ7&ckU+JC$&?OE115O1z-h?1{LxgBi1xn3BgYRUC_P zfE;e>*P2^T^Prh{;KxT|Kf`dLuzJMw@c`T^PMyzw%#T{f<*><7q)1>k10GFW={M>N zs-IM_TkHhnU=`L);dhS>o7hba`a@ozXMry^u##v=)1TZZ(aF7dnNO;G4%nktJIAtB zj7GRrRtb-l)nA+loxmh5i24q5Z~MFtXCzhor}%dFe0{cr<66VnH#3BeFu!>HmSu{B zHut`kVp!r3HK`=c9e@le#hUCP+g5?@kIEX@gKiE0NkS$FhH?%cDuuooPU*x-&g-t` zb=u@=@&S|Bb-B)P{%jXMI5Hgy25(bir{UQ5!}-b@ABK}QZZec~&h;Z7qxC%X9uGHA zGuwIU9{+l;r%$no-CZ(7rZ?p~2IX=pmyALDxK?KteH337nW33@rI8#;J!AaXH76!p ztgz4Tt`M$-s6fQNC?*A5dY#l zeefrNLX8UYq@bewL#OJqwv(TK)#khMK={DEc$J#foQ%`lO2 zmCwec3gyJELx;ZSO{NNn*2cn!y-xerPRZ-R<$iYu-hUARwmQ-Zi(bjX4Ni&U@Sg|C zPHof1x;Om-MXOd5-#TAeatrY6d(0=FQuy8!P>&ua9(t)>#R*@=W%bMNFbVH2JME`V zlMN!WO4}~XUmd|yCnqVXtP`L@#K(KmyV?(tCvPa!nG?GO@r904afe0;o&v;)d@D1->p^ZE+evE>&f@C?eFbUEmK^aFgh9MT> z`?fpv4`{tliwp%-o?{EY%tli;fyP#yfgujU4>-=@?cRZ@*Bq~1I%s^*$qKp6hoTGN zu7=ub23jK7@jC0)3^ zwdyb}Uh_Nf)X2v@4YnXA`(%JJ^ix}iYJvguc-PUzQ4!C%3N)@OqJ4_K@Ix56%j_#0Sbj>5 z0E0b?S#0(F`o-m*g|HV`(PEOID3w+|MX!y3QzDA|mvfQYhm)PL_fqpl25?vwee+n; zXg+T_w6WegE-~ROqj%ydZcd9qKsx)E7$2ibTrw1hj2)i#~B0H4rm*h*- z$TiIS%C}{-&QZ@{;F=N7+Yk1+5dPj|QuSmH)oj3>bv!Y*edM`gZlG3DK--P|igD?R zaYSaFmV98%>_^0YnhL9NHZx!M!*P3>Ue~0Ub!QjHcbDG;*oj8zEGK(46)jHK)g-^^ z<+HtY2!8UYMDAC$I{TIXB!?sZzk{t_XPg1k2j9CkUtFnk4S1d1c1!d3arIHEM(8RQ zrV%B^JNoe0TB+*xa_^EOj^9_dQU{J*ht!NvVCs+-TelDVt6dQq5_Wh?&BMe^ks1K0 z|N39kAuST%0S!~+Q=ypf#wh%9L&3DqL+x$VlmT=j4qrsLBwgW!$BRDW*J+ris4P~4 zp{>znwWF!jZU5J6B>DYropAON{NHLq0;CG3Gq{;y}IY1V1XWB&rI#lrW5fg*rO737P!9QA9JdG?6LI!M$8^mRQA zh$ccl`u0-x44+w`kE%|3{&?T5lsJ<0jgTq_xA01;GL#Br!}J%-_nuAsk_1_@BQ0+1 z&zRL!+gj9C@B1jODuUZ9TDt3(DO4=z3qIjoj{u;AzFJvG>R({V%jN*LU_J}?g6n;p zu@V>HJ_Q@j`)!KNQD$GY7PtNUE~CT&_|LC)E^X?@y58;gM+Eof7gK5^uM3*`0AO7B zYCy@C+m+1FW~tfZHz;|!0!rRWJdm~KSIK@1>83$nEU7!-E523FOjoYd2Mh03n~|om z&xdM>PSq7sXR<+K@cpv#MQ8@Up*de>+Z)&5!zHlP?47%8JGfeBJv+|*%$?{EWnf0b zEd)1qDov#q+mjw~y9ajnmzL*TrYvFOS^|lc{=>Fm z_3_uuaLIAud0Mi2zwpLO`z7R1r4ff-X@!c4waoPc^s$mtt?q`CSKKf8zzz2kyC=e^ zjNCRGSVwuC&-74vMP-Pg`r3uT znd+!4seb~yxDqkN369W$tZv=@OKcN3pBOqDAbqBJuew5#ul+!)H!@~+7n~6o;6LL# zXh$bt6)9wHcOkzfuy{e@ZHi{=calwGllEY00rzDoosq-@&a=T8zrysAy*e;sRpl$D zT~jGL0>2uG;-7{kr|X1@`}H}hu7P#WY@F%?jlN z15VbZULAofJA+F}C`o@%)x>^Q(|OL4oKXCGY_T8`t8=?1e77buSwYzVd-Q!!5lM^r zaLZ|%C-Mf=*mE1X%G%$58P;V7PBBVQm5V--!!w|(O23+*|Me%WKWgTK@M{y8;toD+ z-`LoB=@uw)a#`3 zp)wS;F!N7;b0OeMg_Z`n+9X!zk9v$@5y%f8yGZfTGYo;e?BhL5MRz6XO?YRQeD+!B zT?v~h`DsMyMX@8kmy%9R?`ezIfL-cpU+)Px9H+xqusJt9rIFYqHQ|Fkr88Ur?FKs+ z*87nJmpkl$=LO<9W?!FzbH^#4m>cqTuPIAzH~Xv6wB0p$^lC$yy&x1+(kCKlR;|Ei z_jy<`LI3=@Y}V{)VS15eS2X`leuX~){4WqxvU4Y;Qy2RjPMkZQxEn|g2FI({R2|fT zveXDKy7m#=BKJuOYE1XrS-ckTGdxAAHK*Xh(OQv5b@5Gst;=nha{|(5VS1-HvfAbh zD*vS6GAv5#;T`K5rGBpI(RKhEZtJHVCFZb)OD#!rGpC6$!icIj`ekup47KpK+3#fv z2dTdFaASg0HFgu&*r7?_XPop{&S_ZT{*7bP`Umf}!c(LO#9C2f$~2jH^d<5ipaihu zd{+O%ZYtMUW(V%O?}pDVO;puG<`$S@=vqL;+3wvq6@cqpyD3b85uFS<54m&}?IjNsSj3lcyco}p@*+p{0rLue)ul_9M;4hZG#&ZyPT3@geWTfS- zVjM;LVi}r#Lln_nz`}QglY~nGd-Yvp9Hj9rojb9ao{;P0c^t@&-u}rGswq%lCi;o0 ztv-F)`oL86qp2}(+C&cVRV6~kl`pEUoqxn8U3BuD-xXoIiYs?KwD3x0daa0=f)pxl zKIB2%j-aQx?AHoW9C+9~nk#`l0$s<2^A-fRTHi{~C%y`IU*4!Zg^iWg4whD3vzgwL zw;E5j1l~MmmJ6kaazE|o#lDQXy(+u+d|s6^?a~5x&Xt^V_0lA4^T^$7VclD1?)P~i zS-=|PP`w}04N>?Kv<6%fysr7j&}k;79Bg9BEnnn2Ls^ZV=AFX;Pif;$Vazfj2`rhX zBhLUFz+DqqO2UC6YWVzJ&m=4j>zlO-whuXc3zUf~;sj9wT$|XjPh_S66yP*q(8eYA zfI-wh4vzu(DYHxbX_J0N!*SinxY`^!5y~y8P`KVow7AmzWySt&6Th!u|G4|xevx6X z2#=TX+6>Nxap)4q^Mr0wBlD+$O1Nax`{ zUAa2eJ9F`Vupn0{sV+G9WskINzH*K9Lu6htTlicXtCRAMsA(z`h^>qR^{D^fh z-{Sq?n*Cifb7of-(#ae;KjIBBDw$+8kovC&@$9P{5k|Ta;!66fzQ}Ebuf`m%SI3Xh zcy4881->V%ux_V()s(}2NnddRp@@}sB(qalY1x51A^qkLVLWpmSZzEbSr+fqHY9BP zDum2LdCyn4RE}o(kTS4tv^|G(fGpYH)o5#sK_hw_F;QFC6fAr2ZX)NeK2_EKb}Zn< z@K7*&_9aF6)h8jawDr4G{rhjn&{%(+c4;$7ttx&wL}(&7;paW;JSAJb3a5O^GLF)V zp=)HJ?^GOOzX#oEQ^MrBVEm7kIuT|}`J~D98|a#ndr0jde=?R51C=qyuH3`u4dvQ$ zKwc=dsnVqpF3`(as(^Io5d1qg&i>{d&h7yAc~2@KK4JlE-Fb<3-0~_mZ)$#2y~g=w zCtlh$nxurIpN)sm%&q&)f}xnWO^@(OJmLJ=D7UqZ2%q5*mTw+BoQ9bw_4ZGspH+)V zTmQ~wwjR_w1KV~|C*@SPEvkIdbkZ8+(J)<-dCT8-jiwjuuf{Sjv}o5vV$pmuq8PD- z?tv>yiy?Ok^M%*;r_$e3rM+5zof2;iCJob6)i>(*Qe3WsmQInLqVX7MYHc_7yfy;v zF>_aq*)O~_Z<%8ctMP=~d?!zbC0j9Vm^1rqbk?sbPcl6a8T*tgUYSN3?@to>g`+Oq zE9slBkxh+S{MecmJNi`Pd*9TeEQ{_#cY|H=2mkLkb?FXJ|5ZABhC=JQMa5^Mikfx(oDh~nd&6k(BIWN#(8 z0b@LeopSYoXiF}uG_x|1+PunB@X226fzp9n>Tu>Fd%`-7;-UqKfuby6=Fkx|ODEss zlR=)+p%24BsY59ji9qjNVt8V)KKNrPhuG75k?u;V{=U+J$k6N_TVTfoGPvg(z9Zbl zTij~F$xID?ypn|4-X|8q*R!3otc$z@S1%IvRLFk(b_x(l^MGQMW=lp@7)O+g5_!w?@dm;xc+$5KIlL%ZKPtT(!fJG{g01dbI@4O{q&P zs95cPHFwSI=`ubi!&EsAWo{@W!cyKKG~9f&!auUzNZjZu%TD}GE8nwjx3noF_uRJO ztK$hRy22D5V3aPu?Uizh!+8V6h*q0?&M0dk1oRvWE_QY8i05Qlb^l8Qy-?!%+FJE?*G&{X|$DL3TE2@Mfz$q!=jo3 z%7srgqIY;!E*ecB_`FTe$N>8QUfYB-#)ZZCsv!9J2)AKr#Eprzt11 z^S>lxsj;xqg9Rvb&GKVyEt}*8#T_ctgjFy^OqOyn4plF!e=Yt#(LtNJ=-0Sx2JrHa zbFH$`s?O{3hF2;?-z-~4iS9LI<7abxk&zI${u!ZTN$nTTm??cmO__YNGXvuxS(@&O znh~-TPcn8Zxm~?)D_tZRPCAl&H#B{r&Oov6X{y|{2^ziB&mwbMtj*VPG$0RcKWjX`|x(Gef#zt28Ytz zNa69-@6f_@x{HRDZ8ShT~BRYOMSzWu!v;VTitsX})BeW_-jqIcQM(d`t;B zqp<`%i#fS1gdlvFKAA1DOpoNeULSDt%bBtOw0%89PQTQ@hSMr7;!X=oVgJABD*-$JyzU#AISb zqr*)qqq!ay@b!6&c@4)rn!iW7c*Sf#y*}Ik7{;f!OnRwzA_-9g^)o=!Uezy|g0eBv z|Av}TMTNy##euH_5}uUZb$i_o8=I2k(6o$j=@>*>KC(QPks~oBBL-g~U#CaNYuwgx zyrE>|t34b=X8w^=gPl3};}P4=$+_f{hrlbt1$R|)1gUfm2^jE%cnd!>%MdW^G>DRE zK&-lP%jysXHzlySgsk%TCW%?$3lD9JR4N`#D0*wQb?f z*n6YCk_dCPK95^G^;gp3yM+L~0g?3Itc8f2^Q3847;vc|7#8xB_(FLJ*bBDjt# zB=}EqONryh<&7=S?*uwAVs4cmlE4hd)SIxvQgJB@|JjTa0py<*EE_FM?@`1ggfnEO%akr8j?d}pg3 z<5O%QUPkl^)iJkI3vWC}qIqZ4A8+)EKFuZwTOKu7X$opiwshHD#6R>J`wL*aZT9_t z2BQH9-YPI^i>?#8>hMxzs3&Aac-VZ z7jm7KZVx~>j`Uv5vXmEoTebQ;V>GW^^ zaLZW-US5IPVz;JFV34y=%#D~Hh9B>M`jD!P<=E>v$KsodT&Hd@sOk07ugI-80zFC4 zx>hHaYUS@yb(;4`VjPW3Vx?)(!&<(20^ii|Kd*Jl9alo}QMYjY9*Cm@t3D|v#;v_T z6gFQEYGu?MGv9XwxwOL7NB&PJnjxK6Fem7_D zz|!yYf+2_RF^^=JmCHx8T^4Wq>IS{(=W~k3uZEGPH_5qfHq4^=4sAS!4`V)m&nA@VcL>s zvT=nGHoauzh%~2>S1x+i|MWnnF<5@B&%Rz3AiE9DD(9?Wl}9_FTru>}+$gv~2)R?G zNFXKZ0iUqUC(dEYKa%%h^O#3>z`IU!_zaYG+n%MFkpv2N`sFzB*B1Us{p&VCV{6Co z2BD)oNS!7$;;r9mjWj<0j81xv7ukaP7kZ{nlN~Ij;SXl@n$4>uvt7HuBiq)xO*!z3 zGP(0JB=95b`k~2pFF?4W;jw6?T;KXcO2Dlw=%;r4VOt>2utS8w?TaiS@fuXep_gm} z*hsVOqZr=0$Rg6@qf6+?*ltU(r8M127~2Teic;he7mjB0899=CVj999&f9tgo|RWR z+~M=}@d-QXI@}}PHJFl$ZgKKlX++IE%0!zLY$P#n*W<-c)O8+YSvjNrr{G?zu=U)$Ky! zTCKoTSB^_R;8y={-wpjo)Z8M1EnFKcgUl@DXId(5co+FbXtc|g#~(b#Kek#`8%l6w@VA5;IxmAH%ewCHNw@1ve}HO0lancT#1>FLJe{rCaJdu2(i-)T)yN+xo87y=q9> z?a)7c>Kn_u=x%B}?;8DGO%V=nz~c6k6C->~v9c0MLw)#6*N!5UNHHW)<~?PcO>3{s zNyo*FyU!fg)G4L@wBZ$Luu#8!cKB!VUj=lcP3%PZTg9P3Y_f@sO8pJ_+V>w=kkqOF|!lJ8i6gk@1H6lGk1D|pW z4^xA!i4^sHInE15;*Efynq@7VMTYK~usr6E>y(OXR%fVhzRX+wAR_Z~q?Pxywtc6j zWkp;)D}A@+BtnYfwWBOjfTHpM6Y~bO7CH9+^p}eYMF@$!2d|hlt5FmEd(=&oKo#OW zFCfj4+$>| zYv*d1#VGFP@qamN`*L={WJd+(6GQ7WF;PZ6ag*G9o`Gws|6W9F2~{eT@sC+V54Xv@ zf7DorIxM@($+hMC-dD;eafk1|)kL%&eddU;1$^QP7?fkPm}Qyk#gc^LPbfDtxdIL6 zy&y=Wvy~{O81P!Vjr(=hbgBfBOVuX%ClwyPmtUtvg+^2rENsk=fjoDB@UT}0b410a zQqx(#D5maUoHGHvfONU@h-|cc9l0sSAB}+n7tyW448P;lCDuS|r{g*=?kyR#9+an# zF{9X7ih8D_rZFM>n^L|$Nc$ePS5Ri^M6i+Lg_ImIVQ=LxqEj#$PK+_i`@PtGTY_m$wgQEmEGbknT6e zXFilhANeqndW8Ev-t=Qc&6N#!fJCPm=GXHT2>E~55>3xokU@&on|Zt-Q3fQ$cHgZERu_I2PH*NOHbBv{!jz z?E07+(sx4mU2*fDty)RZ+A+f@M?>`|J4-^e>(X@<$luHZA?v|{HGa5;D1kzs-(SJ4 zLwBYbLB?i*)i3lqO!v`c#)9d7e4TNYCjq&K?M+Xfbo%nY>Uh7cf54W^q|Yo3WO3_Y zXK{Cas<=Zjtkre0TWD9qYV$We3rYJ2g4A&#cZxs zayQRaU(wMSJ&AGKZpNX2{Gnjpcs9`61#^1rFRx`V23o=uk2nFTL>0m zRc6E1uk=%W#g$B*KFkzYIxwB9H3;Cfx-4Z!@fW^)qCWZ1H<{^&v&x4XS|P=lpt_cQ zo1U8u^3%{H3{o6s%>@}E{2roJk=hF_t)HFPH<^yrLsy}JdYeajjxh^W>t`O))^z2w zg69iWY6KH~g@I#TH7&1~Xl>*WOZJb_Khj{b@FJRI8*L)hBPJk)kPBH?nFd|_Q<%)?Soz(ORg?P@9mu=(T9a_v*Z>gx6R_9 zu}I9;=}jr_Bd|_udzeQY-OZs(7tj9;P@eD=?!5j|#`sqG3|`78iJLvpQiZV~YtqDt z{|3JsmWW~LIajs$vdAH%TyD0;1eLWpiRV{P@m64{-&qyx^F&{QKUx5#zcPw6IhXrj z<4C^VgA{(hWYM6LOO!CcWcc(-q_g8|#!%Q)1$5*IB^C+-EpL!}_OsV{nD7%3#apD? zk0iyg3F8FKW{{g=%D|`#)dyRQDQ8UyM{FR?6WoS*BJx8-ym>78grJ?0&>_{P*0S^K z+rE>6``})5C~8c5MUn~=j)n+@W9)2NpaI+;X%q(Ib zKwz0+Omcr?P8|!4Hx66XOMF|)j^#r-d%KgKIdBLH5_V#5G}qIgs9Q+c6E!M=2J)Bm zQuOWA8+)zt)UO5l%8F8H-LH%$;alwPKbjs|fK3$J6Mn*(MzE>%ak6iIbM;tjY>NrtM%F#nG>(|d0jgr=l?Kb2@2U6>=uR8xJF76 zXwAASQEtK=e7ki6i5X07O*tY)33ja))`Op8`IPAWd4nQ&#BC6g;jF#|2`da{<4jc5 zFE@S{V(N5d_3f0rIyE$?NT6>SaNw2{ss7tMt(wHe5B4v*?WKkNfr z!{=k`$p-bdjq)iT(XEpRuo@E7eUD-{tWb{GaZ8MQw0$HrC{u}LnxN0WOtM|ka85=e zZu_*@uK3|!jys?9UCInQ;EK!IA$`Afcz1BvYil>}i*1DXLhnpfQkYI8T<12#Rc}cb z(K;lGc+I0v19moP;QDHM#Z?l05i`?ftFcW5h4;=oKX$;EplfGb&O|ho>1dwbfQ4$o zY4+Ybze0D;!KDl8%78w{Xt$G?Xz!et2G6zaqxy{l>5Th`TXDxk6U_YId?+lOMgolY zy@vi;C0uU?NS0wH_rJq&{Jfpgz0`1q*cE;xr(zfko=^>$)FI(7ZDxhPq zZEb7TSJ-nKj}4%9ZX-;>mjhzb5u=(6E8q*FK&<7zTk=@n1vhB&kFJN*!Nk7!#?+eH$ywje^0Bl^Z;t$p==ulq>RGVRg^l9LT;jhRVETDwI5?IcfPTBtUT8LLa`e3gVliY_DB!&% zPV*~}@QH777jg+i(uoofFV>4Su)-kyJy#u9tPNlsaiv2~JW!?4zCfxE>Xv-7K|@`h zZ-SR*W;8&QEhO?uJ#dUX9ukLPvAFO$aUXqVTM4CE7Q6j(VqgOFtwIXbdpZz}Ui*{u9~K#e@N(r#O8C|5E; z(=QRP|K@?%pAw{(AiShc){#OMuHh4s7QDl5RK@16>#Pm;LCkAL;stu7V+jV}|bra%DiwSR5!O6M)hw1EIgh1ks zEc-E(BbVr=E#*UF3LRCi^Be2f;j6CL`2u;Hmv;ax7!P_oR(9jdyrD4*a-YrlLe{nu ziO1glBn-CQ>wVZ}-)hC3o2eW zv1{_{J8sO(vS(9sZ%GA>plkHjNwB_4qFTPDqT&bFao>3AK>)ee(-XVIH$@H#= zpiJjw|EOUw|e~xKKNo!pU`3RMKr(1#~ytopUA3AXB4pIQvDSq^oFhk`j#0% zqBJGwH@tWrOmY19>i4Y%6<6O`Ksj=Sa)64{U$uu~NfcR46KoUkCGh@&m$;LxW_KUPlE|(fBz^DyIP&;Lf(NUTxTCl=)}*PVgHpN zuSl09z12S_f91c@%yT~3Bi@o5QPT^J9tWe6!G*=k_uXza>>>>cM-A=lsGATNtqlpE zKGe!B0`3j;c;STZ4&Q)N=FHmXH>%d+%ccU1U2kV%F4B&xT&<&a7Ey1L^xddUV`wsR zHUe2qO>l$!(mXbkKaY~MnW1i2lOwO9$3!GADQVNhvPQt@43fJX|D2=}!sLOaFejy@ z%|hrn88M2heJ(UyVcF@<^{_QMv!CidRF(x6iuw8w*{kTQwr@c>ytHE|X(^}8A;V;; za7wDHa74Tbd3v2Cr7XpwvxoJ^wnLZF+Z6+!QwoB8n0fM5LzQ1@C`0=ZTUJrtA9cdU zb$qjB?nk^Whd|GG7h6BzRgx__n!l#Z+r~>}YA-gEC30d}Fe&p<*C)N#Zx$8t!L_~cMtp$egVPCCNR@Rz16{9TwEr5{i0?2k{#g892w;FT`s zA8vQ2BUnfR1nU-ncE~`$$;LDqlMn2}i=;+9Mx1)jMoqG@U)HfEZwvZ8mc*2M2T8~RVpLNY)603KLM*4OS{go0twct zZtqGr0tx)AmvGf42|fsBue^rZ33QCCQ1GBm@T7_H#J=Tbd?*=a!RS&OUPe;(TG=Tj zJZyXeoJ9WWrqImZLh$GD z-_>cBtyfZQ4M13_1o!qw5SI82Sjsj$#4KoHX?V%`Z+W*YVd{W&sOZc^W-jdTyaIj%V41-V~zfa`QV@w<@-+FM#?pd_7&%1=5 z_{fCKjF>KlM8XS{_w(GtXPm8bPG#7(Z!t3O^mgIm+|;?#>VgMC9k{_QL$QaEh{gPLyJrn;ZoDK=Mmf}?v!1% z5LZm|rvZ0U(lU9ud85(@mztlyADNZ)!~xZ=-il7|eqHNn2^|*0(Uy@%2@ruaUK zqm_0Q@&2R4ARu#T=8eeyv}QVN$9xLqJ&5R#{rH=!_6wx3wCzt%%==Cl`)Gkxo7aP8 zE5Vsg$7Vd=gYrjC&h6uc-pNfz>WN8xG=_7OrBCYOAN^boM9c>R+Xi-GBP4f#Om(JT zPwzC+cH&tjeQ|+Z{1|52Fpr%_Lo^jAXxF!oN+|fo-r*~&U8m`@n7jWlQvN9bE53kBXCV z{Gup&YNj8^_a4J8B#5kgEeZSr*cvQ!r|wkG@OL&}!yQZ(0AlDFOCj_e=Q_yIU^9Ze zmxa(lWz~q}O6+mZ;=-?tmD`OkLB6n}oy~LrY#;g9s(O(W+prG&S#}>H3F?{YDU|gy zh{_*)grP6$V~YF(w?s+SR5xdt9ZR&$&x;z}QkO#Pv?y$CgfzI5|0IV$|9$g^G@MpFH&i$>Zps0cFh1B^8n4rkQkyoDq@trG;pbxvIUek& zhu$#+XfbQikj*49MS`XD+FrTooyPm%GlyoG$0tb>5HSt%oz6>zMD8!3C;t00lwukr z;9D0j>0gB|J1s$d0!RM8Wvc-#TVZ__f>+9wTmOAT7xK)9D?WZ-@-c(CF-CGQ*?_uc zUX?@oNAWaHwVl{6rU`HQ$K#ybz6DJE!!H$$ibPO5hH^2?G~*TMr8D|-Q>*!Xlq*jl zgQ;cyK=n0v6Hzt*`4I(=+9CaE#*ir*S( z(vfO*lHFlW29Z;0pivDcJf%U1MtBU?*s~68tlW@8V6tK z*zWnOw8s_wP#!&$?{ruCO6_URFM)UZ@11=~-Y~rw?e)dy{YVj9>ZnF(geR^1p+)wn z+O8^t_5AF8!(IC&jP1|sM%Sp6{{8e}pPfb1gR8i`p#9EYDH>S{haIR1`>kR4R@BGV zu>`%17WL*bzs+yr5uB7w#qx(Ue0nvIeC#&haKKJ1jK*GTEjugU$+NoOEgT4Iuxt0M z;jKbXVtKLi+$#B4JWE$7(2Oh0e8AjTuXdWVIB%B09bDwz;+$$aGw!`TxW3-%MW^_LOdR^zCuwEn(Wc)v`^#9Ow z7Fg=UMOf1H`q6J$ql* zc^(HeZ-juDK#h2~-~Y{SeWcAf;QQ0`GHzQ4`k;% zI`Pw_?)a|KxV5x!DCE8+J@8!_a26F&bJa6%TETHHcmtcpC$n`jjynh~>7UWv z>HD<<)~N;ks55n4^9rUM1`@NV%>1JVg>YIEd+z?^ABW48ZAX2Cnm2adV)!zO;9DKw zmuTnCLIH{L344Z56zHLm`rP$UvU!)zYz)^sJ3o8QaSyxC?!7RWjk@Wv#@sid(+I`e z9|C;T1FMeH?Uw|7v$jWDoTnzAq3?L-^mK`VLOC; z=EVNAJ!bFgyjZRe2b+$9q=aD$lHh6wS&%@utv2nv|L`3FQAe46jOtFD&?kn#nDVPT zHKJL0?Xs5jnhP1tPoa&e!tfmA?>5uaQ!bwZ#VnE)xckDKL5SFk#2v-dx0Ps;3z(g2 zt+Ir@&`i8pLxNS+`*RessW2E{+>gKntsb!vUh0P}Rr4e2GTd@Ooy{|&tx>Z9f6f-_ z4n0S3Kr#BSOlLcG(#i+IJs;d{fx<&YpeGE;v;``{x6uf6>9uVgiKAgY6{Q)XDl@ju zLvoB+bwxD=R8kT`#aZ8VKOfM#e%%p=L-`4s^?Dk2YgYqAdTR^r@tgiTngnB9Ek<)b zD^GmhJXDbb<#j1DrOMd0ZYcm_(l|K z!Qd}QPa=~mtn?+-~B7W0?25qXuXZS?<$(#c(_2HZE({)XSP80 znDVwrN*Lg|=Kq(Z&{h*hhR+1Gp>riev5iWYCGCjj;i)#xWVYMp#5w#U|Nf2U2;2#u zH`K`K1d&IATngxm^mcOeH& zLWANv!gLEL^9p5z9P$)^^JfXodq-=r)fHfK{CI)JPp@L$STj4%(j%cWqBu3~CF^zX zhX(-B505F1_9CzgtMfkG#Ade?{q-Tx9_txqIN^mK=LABe#5Oz@jf_npf661WepMiv zlg9W4&|NDA(LW<;W#C)CSvYlSlGi?Bt%AU^u$B#(-4RRA%LsY3$fPQq6$e>8 zek*ZJWOk!NVwhjB7O=zjD4=w($e=J&>|8vqA4C^d^ zSnNjQ9uVa?%x$=j@eu#+wm)Dz<%;_X^+ofdMQQA7iPQ~ z%i1nCYUj|$zdCI2gl)%MIBChT+1vE-cUNtAkTRzV1jw$WcG53)--ae5OF+su|LKfxdA)63AE_S1Y2h|?)H6w!UK5=Lr!l!>bvuV zH`?*s(ygjoDpOi?L+|pN?Im^e#h3o=x8+RWifyQ4@luSfBy%dM-ml(!m!1J%eOKncRt-2D}5SjUfCSR9Z1A=s5$2BeABFm|u#kPP~Z zsNS{Q5@_j92}EV>90lsaCPY^&Www|~2qD(*k5NXT!_aa*zns0k$olhsVr59%g!u@? z_C;Z6JGz!TWR7b4*XbbUP0Z-f2q*Y6iW?{fMy|kwcBVkPV=%)15}3KN5p!&7$M}}M zm5j^+eG%FxP5vCmxSu7IvfxFw-!`qvD}FCe6R+N^92|ALM8Oo9w*J-{${MhDhW0wW z8g)<03+;s3+N_A8zrQkdeZYe;*t>+zFi{+2!JI_qE)G~R0Iuq(JPXhiE!G}Vlhr;d0L6{;H zB`M$#vo&#-D?>?ZAoglO>vj0)RluW&-O|^k0&Ppn_ zz5=Wpi=OR)ks7G*8?1*QgM1-R#+Dv$$-I_t>?(H8JHkgdEf{9XHe+0oCf+Ep7--_D`w1> z@X>YY%Uubzc?_|%bv$DA&aP_BB}>NQ|9s*-tw)gB8AUmYw5_dBvtXAyQ=`{P4cfQ0 zS6|q zl92)$ljTk0UD2`M<(IyIDlht8Kb*@v#YlS5kEB3UE)j?9jCtU04oc$Hz_J`IqTIlP zcUO5%NcnyN40cwB^5>FT5Jvw1q`65f( zKA@gqyGFdZ5&WeFfqx(;XDZ}4OEQ^1erwBdbp2ppcl3IF&a5NaMw#<_wqn_$3xkU< zO+*XUw9jQ|wSsQVJN~ z#1nK#0`3;!Rzr6vgkOr>@i)|SiyeFyODRshVsPtMpVrHM97Eh+>)Iehf zIcfqQmz%NR&(xyh$)!NA!AMCqlq0}0=dPErzovFRi={EgEGCkVtDy)V|1UAI0X~33 z->W~`=T^4Qq<)uUz$AF!eiA4~=G7W2AiyDPPZoTtqiz$O^+muRC3TG6QX4pZK-F!) zy_K?1j&=Pa#;vX*)tnVZ>O6-g3zrsF24CKVT!5?W*w-o}-3Du;%8Bj%Mi#Ey!F>F; zSLMD<7te*ei)%m3WvFom8)WNE(!5$RBj#t@XvSFL#=Ebp1fN`w3%*JvNu+v3rhv?ssjfZ7Bn&pg zU7bD~ljv)oE9#k|<7rb>SBj(a84_cFdpzQ(-njcjb^y$|V$05GeOmgEQ$@DXPCBfrgo`6b-ou|540oy@mQ4lxF-L}Uf>ke8TW}ns~lTXF) zdfZXY)mtN*GkdR(xOUL0NXerVPFywlwIv; zv-<*MSDY69+9v_Q4a?CJBVN!Hzi|~mc>UVu=8x`c$quf_%i5W*+fQ%gP>EBk1Z`Ow zC)jMqO@XC=6Ohv4c*O*T65)3YlHW{S9YdReRm+ord3lMLd&0nNsS3id$dV|!Rq_X$!PZ=}=38PJguR_=zN`hAfyCjej?--{p-y6A6eQDQ?U;(zy zYJ(XbCz|8HH?PQIcM?{$MW~|1{8w%YoJb)ZU$z+IyuvLq@-wc9B07DnQ+^&UZxD4{ zNS}Y7mw;psJ#u~-yHMJPFnAMRM>FUjo)Vv7W9kzIk7NBkTEw{Y_wohqPVb)d!6Ed@ z-GBc9bZ*p~ z!EO3?Qep?d31HuhK?_1`kJu?@hSX4q0j+FjR7o(;_d)6~n{P+LTI#FO+?DXz7B8hV zk}cnG$bN&4lq3Tm5xL=7oX24~Ihw;?W^U5b$1VGd&02Cf3_&2J_(a-;P{FYV9}O4EMPVgVK)%WZq#tBjDVVW3*OT0#-z{S4S0tY&yu zC)@~9nS`pT!YvB_4N`8X1~6Okd3H4`4M?5(RCE(x>6iTuaxEMPyB(K+U1Uur z3m2ewv$#ehTF}z?gdNP*X$hdkP{e+`_enXxH&-U^M_=@MrF|`xlIgjXXr@l6hywG zN%md!ZQvxo;P=ihI$8x+)F-sX*BUd6gBGQR0}^=694Cv16JRJI2C%E7ErKUi1AYM2 zQMC&h%u?q946srQhG(h0sv7IyQ!Q{V{rBp7Jkcdx^i0IjsNCitOz2IYiE$Mq%rHxb z4EivA#&LgPWWS7W-9Qf^yMY8`sDAs7&JPs;+hY1={83_VouWk?hJfEkF!HbEnn~ zzj0plfl~7;6`PI3sk#*?g+s$Zuu1lxNksIZr0WMwjF*qD1ECu}19rd@zXVP@1t)4> z4?PH9pNw(zb~P{(pC=vpf_>96pV>}N5YWI`N5S{joD~Qvu6!TcaepbaGG%`d@QY-N z!0?4)lBQ}AJZDyl3fXo)Y*ab(-Q`?823WoYSFclq#CF9o+47!QDeg^14}zGj`_=utRm5|QYA z^||A<;dj9UAe3o9iJr|V3s)V&K`_oPW5Al_{XQ(t)O{iR zsNzm&rf>tASm-~};N*Ubr|?pVRIp;RKAAmV03f%Mzu@?A4Vb1`^$_ z06uBe?_8cSuWfC#MjY|Pc-Dc=v7))F>p7qbTxdIN3*4H>wD?Y=Jn&-RVt9ZvbFeQr z&bRiTj6|(DgH9bIy_`Q3Mp`}dZ=fiG-IPSuh+t4u4%>4$zy5NzbQGATZ|CqKIN$Lp zFelsuUAqUwlHDNa{)PQYPb~}P!}L;uTN=WG<1&>R2G}EfNy0gzT5C5v&tZAMDp_;c zQH7-RS@Z{MaXR0Ci2vfG#Fxl1Qc`Nu*$ zAV9~{)4sj#cBE>w4h)2@|o=6fn)w zN6^Zg<)gT33b$Buo-;v&^EKXTVqVW4c>FY`(r3+=!GN$)Xjvd}!fXlE2--PC%ntxR zvM`~zFgQ7<1v*D3fp#0Y30!juWQ}06waSQ-4X@0BJG2wk_pt^X3^)5&J`gD=aGY=5 zpt<6%6Ijh?K6n8`ud8WpO&`odG==EBUWtiCVT>b&7JoX_FJlJ$ z4!_?Dw%{sGx0KSrmU;`Nf4Yll+Aj#;8;O<%2Tp=@rl#E#&#m<7-nFJcQA%`HCx9DX z75@@PoHZ}t+fYogTBhe=$=3PsUY(%gULVnQzA3s(Y3ibw(Z5oyzLp}x0U^=%{hEsV zFF{zM0_$_0BGK$-1t$%RtE|~U2!3eTS_Fa>%WPKd9aa%9-LDcYYTJyCov_FSEekdi zR~bu%nX<3EZkJ`<;KXa0hg7rl2dhi0Pjw+mTnrLHX#R3sTv)pMfCs^7A0&hP0yG;o zdzbe%UY|E&>F!&hTt+A`4gzhD#eZMCU7GN%4`;ap<|UfZq)zf`9gob9{+wS=%g`h( zJNWIuyfO1mUv{$HW9o}f^m9nzFWSD~n7<$YvhMy2WVLXB-Llbm0>jpX=k-b^SSW3v z4eF_J@Ms(Wo_J2;omH&!T(Sl}|K|Fj@@@7`Ml{Yz@i+;BKi|Ip5$s}mQ(z)akjnYS zl_c0OWsDUGTQXw>EoB@^!I!bj_So0nGwBBALXB{gCK*9vJhK+qp5%T-R+ipuu!atJ zQX(A5mpDTArFBX=R#I1JlJ+x26|qU1)D@cHRBL7aYznPH!crYl`a0Ai524?`8i?7>;Y5HqkVb5-H7Oh%D#}Ok9XWo`(W{RsZa`VL}Vr0@#A(&}&ArgbxxSQs@H725Mgo!+F zW-0>bl-s`a%&>Ubc+RR9$Ej)$cbi20kz7fonN5;w)hd7ai5uerCFDcN49~Lvf*+tWW(4;8azK{Uf(Xx$57}G_N%R{vxfR2+zx03a zx}RqcwWnei29J?*UZE1Pu^YR~|Ex|zwj#@zWw4$ZTeqH6>GkELO(HE2a^n28{gaKe zn>$(Rshy0=W#ZfhKWPkIEPgRrd!oW=!PDWQ*Z$SPfbTajSYCRej63-ESlfja@4^kJ ze(j`JSst3*5w|{{*c&BmX2u54MR>E^KbMCdeD*dxFIV`rP~|s3m$wYa+z8IT{iTSlbTHM+a8~{}TX`J&+-q!OaA1NapEjZD zXXI;xTedLfnC(ijF{(2d(VquOSK{FBs6hu@t!;hwfp|Zf$UOLgh_U6C^ACH@w2=uA zI5XlYdi$tO$LIzmc*@>?+qw?{vg)VOrpO2xJ-nlRRjIRnGX!+gT?!Hq;Nbv9(?{T& zHLv(xgOz$TI)ZyxaEa3tF;PHu2c0vWhn4uIFFgrDNanmxoT7m%gqS^rvK3A>i4`fs zQg*V~(UiS2t|*YUmV$ZU>d4Bog-0grg`IPSHYN!q2|_T4`&9o=QF3L1xUOat}o)qg$h))h@(u6HP31#Ike;c)5bb6Ig< z4#TJJgf{NS-*y4M%F+TlyzM&RfP1L3EfLxv_5`??TJQM8jUr=?W6AvChipXUEbcV0 zBnQ~#jTFg>G+GLYQH!2|jJobQ&mZr%Ic5e$bHH$A zNBIR?dHfAM0C4UC<+-;5AH@}%gsGJ$$Pdm>Usa_W?En+vFZkZ4PGr$fbfxZqS!UV_ zTTn*yOi1H6<5HBYfmx?lBo-us_zUqFsYk_qUoM5roS4L);lWNZ@Uyza*<1bCGtRMx z^EYMt6!5r{N}Bai8j}3{_lAWZiQEuF#agK+k*eM|$*Re)1SoZ$s)urRK$~oT zYtUihaFQix3hN~x=A;^t(~&(DEAt$+iq0;>DfKHZ7y+wRHASUI5O}i9^qU}u_o$ev zL4q;@mr3H+WCzYy89K1V_?%M+BH2W*e^{TRyvFIb7NF6oiAfi@Rw4}+osh>e z7>)>VD--zd)N8R$G4SgFcGwz0fl+b{swt^`PZ-EC)kHCJWIkY}8B+<1lM|MC-97Vt zofT6cQNf3hH((ZwA!8R4@#b^KQ6R#XPQ>X*o2_Nw%}{n;}>&AZP>LSZ~28dfg!RSAcoML}PbX0|HXTCb>Xr?i>?Fn8-jgT1ASC{(B%cbxM&=UlTaWtYlV z3@-G(eb1ar>->Gn2TkK&&Ua}^TQ?6s&su?}JMn-7GI?T>!p=^n3ev9B$bx2^T`u3o zoxTI>J)+%I@`Jy0Ld2b>>u36ACcnXp>*-Yd_|MYy^2vo^5UJ(WO}N6ZV?^H>V5 zDE}^<;fN|}&);6Vfs;OBTcmfiRT)Nq#k!itFUT7KbD0dlCwnC(BzNxt-$2u*i9o#QQ%WC)9l69>o6E=80siw@ZbW&Z>(bM!--W-YrDo>wav!um;j*#7Oz_D=3G z0r2DwFpacFSV6`H#wcL^n1Vo_hE=DL>6XfG-``{D7uz5eIiw>U@(xAgk2C4PeKi!^ z0bq-ToqarCBVqND*~CBNeH*5PZRetbGb$<+MaTnlJvovkX;Wd2Ba@+#r3Y(*P_k6} zOS0mV<3XdViGi{Qj{Q?pGL!}g%&G{^<0RvGvPD!`zMcSoy*MRvgzwydz-ZX&*d?_E zv;#~3*D7SD`9d(3>UvRjQv}V$3drMRkwKh&Iz>0(f1ChDtRri)OI|s76jO>`SWsTTq~QYW~=pOq&3u^_<(qWa1!!iN0N-O_AZ;r^I4m z`j--S@HJJ^p6N7U1Zr!L$7ikQu%F~uGrb~PAUe78F}kxj^0L9ylw4M&(OO`>PIy*v zxXR|65rR=C|5UQW*`(w2D|Hkc&!Q;rLuz&;fqWz%tMZ7@lxc{Am!Fzj%*9x6x5#j` zi^>(y#J~{I9|LGbn#Q{>p3CNuL7v=hql~3ok1_FU0$Jc|PRmI%65oTmYq4?cE=coz zWX6J~1kxoBuJLcA;^C+d?zXaf7xq3!dS*l97ew>F(Y_FL3DW&wb|x$lT(GzI7}49m z%u-pYmfwjY+s{&AR*1K>=nf;9-x7!Gqw}+lgy;PUVg%lcmb}@(M}3}3#W30IwMVz( z5h^%!kH4G^g*=BoDK|%uPiFrWXd8=!;Hf@6Ld}i`$E1`ieV!@WpDILr`gL3Se<7FK zph#kw?Z&=9Vk18gn5@JrRs$J9;6$yq7d(!EA=sck@WQbB$wgD|W-P^Cb6L!wmrKlkE)ih9fD0fP(mX zNJrpNx5bjGz|{aSAIC-gE$u&Dc8ztArcg zKW|6a&w-MVj#M}ookurUk+ZQV%L5+>+!NkRAgT-9 z5Q3^v(lvl~06ed;XkL2W<8>jH&2e}~?V!B2YYr#TrVjLOy^Y9OEm_xVzOGl-lbqcQ z5EkesMKMZ|lr`-gye`er%6|_>m6TCfQ*V8}b}Ndw z)SvNqgnk{Jov`kYeo>iT``klZw!g=ESDOtuP@7gdjKW~9U)pN(`rwhjbi?{%hVkj3 zW=uobFdx%$wK!WeH$P`>?g|9(Wx5zXZ4-sf6zQrqT9O23>}tz}$g3wyCkrx;^DgSgk4dlrIlnYGy+fGfs&1ZHX6!7yFU zI%GY(0oE}Y3@B}}I=wwt#R|$4RxpA+(e{cdbdxkG0)b|&-&97#xzOOeh=;QQfI7ZX zDJdSNF8c;Y*9Rg4mnjJF5@iW|>put6pnvY+p0ghfV8&_$xZc4mJMa297;d|~ncaD^ zP~LgBzYd3HVFXRdq3f`;^#g)Gp@%u6=Q$U*gYQ{Eci6#(!_C8#2-lCHX$xkiPXMTR z&T~kEm<3TARzt%jo?27Vzcjb*PWM32V<}ZR;&ZxG0RkEvDM$o09S?H)++Q#OwXaCG zY(Lj(tAKMeg()@`h`(;%y~RB#kjUE74V1kIqAl_AWZb26Vgk!HQ|mw?St_*EL^Pb< zpT%+?vRWl`O){Ssqn@>CU70IhtI1I^D8&&0%csQR~&?rO9tf7 zia~evH&lF~GnN9hJ&DObkU*Y0q+5$LQ3B*FDdt6oZTB}Nxn0yb`6R52GOk?rtp8^9 zy_QeWJxjl%VHV9mjkmNKj2XCLIN<)^Tl1o3|L=lCBvHafM4e<6_M*_nWu*B}lMUgN zGOqSbGN@=kjAjHSbuwiI8=M1m&t@<`^Md#{#jn+ylh4En_S(rWF3iV)3o7u~N2 zp68u8e{zqhD)*uo_(POwMzK*P7#$GAmpR3sXvW_}-X&|-d{88*qQsI2?O960wF?du zZ%eAZWDpQ0@|9I;Ti^A&{a1E;K$TRf&ULrxv|jvfTBE{sR*|VY1e>`rBY$)uVj>k| z!VWoXzxd~T6xE6IH$Osu79naxWQO%71Oy@SyC7l-atF>g&vdjTj&7c~<`ZYD5ojwU z1VTcMvLJci>VXA;72GrM}<#s5nXPkV{^!|-$0hqt zZ_q;>j$9$a5~MeyrfMpLyV~hjq--A`H4dC=D$bwmd{gli$gZP*h?k_X~nfB z&)@CJ`z?9@5`{V+_8)PX{gHY_wXc3w6$|WQ$=+=lm1)FaDRP5G_7IDP>?Ya?6YTry zNzcFC?4=@nA_qcsf8y`si0UFJRue}(ptp|nn_4ZEZ7*O$>!S9;3mR`JwC|-OSq5_8 zlxOKno(os&qi=PcP1=S} zp3y1NCVMK?XC?~j7-5Fxo)0`W2?DouM{Z{{d+D997%foy$sc_(UPvT%2RzaFfbup z+jT#1hiSyPyP}iG&g__>LsVKZ&W0)Ag*}pd?bVa;WI{Z*!37^&>za^49-wZt=!vZc z;D5@jR$ncHL+a)&25d%pgcs+lP4r-{rB_q9)9-5oK57V_XlxO3etP(_B+GfR2A&6n z|7p_Vkk9EV+Hrut*=$n0irV1~j{aC^zYk^d-xEkCuXAK|I`cDN?lz;F)Q$5XY2r^) zGEO&M1d#oI2D`r(=umlqflUJKR%T-`t2@%mnwRk)3JhRRzI0O zgLWNQJ(A>1f6KZm%;o!dndpst&H;g6FJUcWnu;}d%cj>Dlc*McN%6Z+u}+`DKYj+F z2Y+eeI+)L+W6YyV-1Bv(-tez-0BeSpkI*1tdgs$*98?V<3&E|otj-L>n6-T2*#r4( z12c{Hxa_@Pj${<$wBQG>{_a}d`)r~5GeK=(d&RN=z7z%~}s#~C5({oj>l?g8(`-PU}4WM_~ zltq2em!>-1a8AQ}*66>Yi#9(@yq%2-2AKtFeJQ*3wW_}`IqaO0oHz97PF4=-6=NF=@H&!0%x&<|G3-fz-0SZJz zp+@Jg6;bE43vU)Rl31}Mb0q^jzeB)wQIB#SRk>!qPHR2hVrsM6-|TwQ0$l&+?>OWA z4iEq_`PCuY6y!FHUtO0!XP_5Z+$7uToiFmtV8m92T8MOp0>otIPIh48n`q}_>Zo1< z#KiT)Qq9b-thQ%VZz9f^Lgn5+US(weAywu;uq}pSL*sMP^@CD<7|2r{A6eI;{2XkMV*j_4m|!<@7L$dWt7Ly{c9sC~m9GT}g@- z8FMrS9z!U&QooR9$rlrVC;Z}iTc~c#mzN#*OFp+V?lq^)E9!o~^t9)7^=YoIXYq*+}{}A(%+(VA;a+z+h8D>F(Sfu#kDUk5}QT;c*7v-z|n84tW1qf zg<8WRjY{1lhxb>BUDC5Ls#NpR!2adTa^0@uXlWulO{61j<7xj^xVGRn>wb(oOvL)e z(Cg2c;4yVw*`Y4J!W;>GDwIgCWL!qa7~$ZL;h(5XD8}Hxc@9 z_h}?3#e?IckqqTlcgU!WK#vLm(aXbIyHC_|5N8rWGJ`Zeq9?n7W|}zAWZHzGFJ6?R`ZP*BDODiqs+a zR28yni7X{b3bK+p3LlHz)?FUwDt-Sl5o1>p5z8^g?y$c2MEW$B%zbMI#?1D!#ZdAx zkQw{+-uCwQPYF3n%Z6xJuO%MM1e4fng1QKn`NU=A9CyHq#bvc^bpUcc6n`Ad!JTN1 znM%77{cuy{KUra|;I|USncUD~FY5N_uE7N`81hRpf5sVqKn?m zJA;g#80R#p=Gd1hu?HEYPQ~5)U7tqHv48FGkHke$gF-jNrU~d6b?I$1%I6yf(*W>1 z)jRu6pujJ_vg75b!`C<|2Dhsl;c0S6URrL3*BrpKASPw5NL!skra=c^Yy=~OT8cpb zdao-U8G=+>R_cAuob??spBDSbz9@T79hi2T`%!d~cKih8qk}`IqW=-}f|G8*y@AtL zw>Z{W@KJ`F@GZ19;9 zxUkZOgb{?KcTXg=cWH}M+mCP2?h@St3gb^+nq!Y}8qD+_Y{FzhCJP(nOD>ZHrz zYzdOEtORDX;buaTD?(EpVsQUs;tjaGq7SAzFlX31)63&ukLn{?zN{`zc=an#b*cr8 zMe0Qlv0b_ae2CY)(rD2iuws(UogUfIMJ>3^ z%?QRcgERXrLzSut3_(%Rwu&C^gZh)4?S}cv0M;%3Y+g7_&{qud1v(e`Vmh<30NDI< z^&CXcj=Mf~J6r_~7I<|#NzLpbi6h`DW@H_>&EK>!XKsa(7VlxbRXlVZunD* zKScJG)iyt{aL$F+W4r=)lKz7cAZ+c+_3fgAdpZ%I%TuAxx4zR5 zlzDC13MIuHGkb{D;N@4+=1K7Z!5Z_+u|+E79as ziXvghXXa+Y*y@9U(OU%yvkQ?O-wp56)g9xYpQLI_7w(eDFXLxV<2X&!Ujy~?qEsZz z@f4|W*ZgCucm#($c|4qej3U2u+vVA1CRn%_wI18ScP~kc0*YV}1AL!`QwY9Hf**}+ zX0Ar(j>{`@Guk;b;b`6dz;B_;@RAosA#5pV5^fHBKY6Qgu1>IcmFojbo4Lb_zCOv+ikqUDrbP``4A8~vk_j%KPMOxxz1;9Py)LxQX7z%^6SImfav%0 zL#>YHE|V<^%_{$$hAnZI(w*esc61R=pD3SriIOpcmG)bZodB}ou@fe@<^ivbZsQF0 zuUqtMa<#9O`yMTwfpylv%D1TsLco&2hw8H+xQ)#^xOivudgMnwg{pdy#@RQpCWPY` zU7aJ_$?#mG9+%*!H`-bBQhyy?e^TMtyI4_D)#yIKbmK!Rv55m#FW8(`VE@w{{%w6k zcuvDbRzGlC;}{jO7k@XmLr(%vbi^)TDvGJ;>2f4P03WeW#EYq*Z5^lRb9%xnP#tUb z;6LL}ru#ZTgLOJkxqYudt?hLhc0=B>8-14+29V1qS>9zj0+VQbB2(iqc@EX+KOb!9 z>#N(}GYs&jXDBygq~j_GM||(ceVB-^ewd5NQT{bIy0;=Lxlu^bc9V1PpmLzR@9l}Y zrX(yw`rW=O5g<1qk4chmUyX|xd_o?V*cZx1;bXqQdudhLw*0ipi))~6^gKoRJmuc# z=9g0qSx;HnL!M@@-s4_>aQf_JGIH$dG~vcexHWz)yR+)uY4k2xwfp6eUAWeGs$yGLi~P4;o$rBy z(YI~%?WJ?ni(sJrt1PU)s#1M@?%U_#9RJRDMv0#n@%E}C$@l7S0>9~;b2)t$d&5>m z%jsMC*O|7W<>dVpcl#!-vMf$NJESI?mnFm#Nu(3K)qS@15!LJ_hFtbNh4K?^P!&9; zc0^c@5N@FY2Pvad#5+qf7QN4!^*RO$9PQt{p#$VAU)%BW>BqeR0mT4|Ow&xm`10mV zLxxA9EaiTr=*0L*L}U)9Vs(s5y6YzYWOa)ywJOb~(H|F?8*t1;`zjO|JVbt%ZYMi22%l$IBFO zS#|D|+f;QAX{W-`6Wc5QygAhJ0{kw1u61H&G^o=UBoW3IkiCV_V2Tf2h}}AiEx0a2 zI&5izzICprznBq_u-p-k^fxAPUNppx(#L1p0kcrKOkabEl|sxqtfwxatN%O)K|qB> z%mx?dAnF?LL0M0=nKJ>|Ouz_tlvsD0_{b|q^#0&s=Ub3RgVM44Rc-FEH-XDdsPSP* zQY?;U5?+S$Yy7aCNjD<0OsxE_QZ!2ufKOg*x0C2r2ya9*M79@^M zYQ->7ISi(+ijqPn&W_NWu_M}78(nj5(X#J3t=_=q4lC=lB~@>fh*$l}ke8S?L;5EM z%j^LjE*YCxmP3U$?yH6Fs4=Ne;l9Y@c%E6*++?wW9Hi=N1gRN%Z>{~6Mz={hZ%Fs! zx=CpVi&MX0_y@K`T>s3SRp?$Q>i}&+BEsX|2PJ?WB9X z%#WA(3dbQU3!}x`rpC7}_}Zp&V$*1;?KCyl($Z#knM;^cMpUp_Z8fNdYp+F?>K;TmiOf@5`yNTh?EIac|Sh7B_+24+4Qh^XS7y?KJv!4=M(fQX(D#v7VbzP1yy%@ z{uT)Jk`r}1<4jy;*CffY-aS&i{&1FMTHY5Het~y8faNztpF-9d1jY37qE_2pFqpYF z9Q)Yvb?D`b{0YjDa9frn--un=xP{+e9{-pWA)MeecGk1M|`q^)~wEq7h@t0cM`Km z>R`HC9l+{xWHxn_1qT#K0lc|jwyz$ni_;4X!zE~DP(@?z-6yneNe<*5R@*P)qr;mr#>OE<$@!{p<%Bu zuw3u+%so_Ff+1mxY?#0)*WO!y&!>s*zJ+e2tr){M|IZ{q;AfGtq>&TB#r3+JGWyK{ z+wvT1?Rk5T%IZ{vF=xjxBxDPmI-Y@E}G~j!FrV&M0EetbM~JvFS{<6 zYXZN{tyk(0$iEIf$z8ShvgS%{4^zHgQ1TGcjYNxFW%v1jvR8q{I4O=o^N!?I; zyt3W?oP&ANobX$Qg-T}s0}Z#>zY-PRD=WLOzN_i>IWoF;@0Mi^_dc|Hgo@5-Vwc%t zsMr?o+m_$k3InLsjM=#AzAvT&JvRvCd%=_?=Tc7@o047Byic(U?>+o-2DEHnS(lip1f3^TW);heZJ4sAH$Uy z4U>JWG>PgGBS2vJq2q0lfC{Jn;bC=#CCWA-*&p#exi!7f7Gjg3AQ9ooW2N>|$1y8r zjLhFl8=^}OJXTrbDj4a7k4}ntwCoqqeiKLHdK+ z_m}pu3q;5V0OeU};{8}a<)g^>gmb1<`wHme>xVx@nBOy>H~^PCp)*;be{CCgKmL!W zvy6(m|DrvOpn?pkq%gFAbT>$c(hnU1(lAH}LkkWmjdUX|Ee%SFG)Q+0okPvQaDV*o zx_7O4HLqu#Ip2Nu{_GWzcM@4#6RD3j=hLrgg^ovW|Becvv(vpZ_A>SGl10C{)rR2{ zb%Pw?ThJzcHy4#VyAOtU4*jY9|7HtxMzCfp$K2nW+xBQgQqg}X$p*dc{fL^C z;DxLsvO0Z@FANZYmx`JPM2*7Y=9r&5c+;zd(OOxtE1(%l6|8%~8591fYI_~Y8pn}5 z$a(rkDAYDCD_{dCw88uNrF42Dj;wAj{CK*-azqfd9@NFE3?fM9u3E9tSQ%m(!{aBo_EX>jc{*T`i!t; zuVdhwVa!Y?wg2>l+x>7p;mYz3%s=W3M%|>8>ZHg^kH}fiH_b)GZlF|% zVCf@h1y@29E76|2=1pFfaQm)?hU{|*iXcuyr;Pezl^vZwJ1_k^jyq69xHSpFSO*SY zq^f_hwT8&&rOeVL{EN23Wd^AXs7^QYbX>0&)3>jaSKB9yRDxNRAytKyynOZ!KW1(% z6uCUK#v^9hwgrdx(z{&GBXTj%{ZhG7eI$ClK8TG?T$94DK%EzXVggbg_21FetC5kl zgua`y`v|j@PlR_~D%KS}851=fH~t@l(pIr?t#<4(#tg;H*2{&Gw!IYXz}iNKRyuyk zRRid#9`>fgX{n8KV40lEGxeT8*st6G4TBO4j*Kd?wEqogN}oapS$-O6Zjvs@S{5`) zO$&$bZnjPYPoN&{@w?3F$Ilio*Mun&qEo|MieA8boQm2csbj|} zx6RjI&d9H#)G3B)g2y_0bq!ZMS;CYfYjbKDzw2S6Px?;lq)~MmGDW$nwI;dsGT`2~ zhbSQ+CuJe4*8AV?ms`sN4v$t1;la+yDMQbe`^e;v)JGj~nB=9?W;&zsrV%q!RL`%XH^*SUv#)@Yc6w*n`c^e5DZRMv8e{vD;M_l@?U`M+AJjZoe@jn~t(RE}M z0Sy~E#O$v9BbLBC6x{fz`7jT+0ye&)n4dWKA}iJ@2MOXj(WRFHBuyXJegLvad81hjSJ z>ab##M&%_IFAlRQU$#N(Xo`*9#0t~+7V}=b5_9_AO_5)}^}-ita@V!2^R#A!$*Cjg ze$ESu`(xE7ff>@7_%j@U*406R(-Cbo3pJmtW-=2GUJG$Q7f8C!V1_D%R2q6(Qq~Jd zx>HI}q5dYa6adfaj(#?=OlzA>Yc74&l&2a}B`Cw7a-r<>HXRuMQYgByl+7gY?H1lva-48t&qU6YNo z-mQbs4cqIj8HQvaLMdtd@9iLuPDJ zV)_R?W`Kdo3Dn8jJ5jBj;_t@Uq=@bNjO_NagDOF9>2T2m>NT}GnhVO>Lpe1uDdrR50_s0X=t9dA&?EAsp;$ zO5{dvf_rtBdVgk4B>6{>9(@u~9y2LV>3SlM)pq%2UE=!|=4)L)6kBk!;2@Uioz6XP zgt|&s0WW7>Q^WhcuFfJolB;E2_deHi6NA@jzN3bm%%pdNIkzg`Q*9_;&

+~b!)L#TCN&>yU+|$A zUHFFveayYCYTeY5>g@OWcvv?aQzUV-C^*=x6)-LtL;ETClsCmov@g8A-BqeTwP@A? z)V6Zj*d*BNC)BN9{9}WeAt~X*sYz}q27yX%15y{MfBgz3iYs2S@n9Xy*sMVKWi0qd zU+j*}djLaG)_E{oedQMij(+J%*k55MlTW4r=2xM^-4v1qF)e*3+#hpi&4}zd$Ge=r~0Z6Wn<_ z)M=ss`m{%l9E(h5cFA1w8mtrDI-jGU6_`b__z2u^VPt7Z_Z!TiViV6d`<~UR&ZB_9 zq`V5FzG!p+ofoSl*!(Wmj1!gu6=CLju7sd{2WkmR=}68l*;EVQL93lo#b5iAhf%AZ zwx0!=URjmbO{b)Vjc6i))G71?=*a1;$v{j#D0}!oUf?Pnmy~R0dj_<*pkxX>t@#Ly z`$7so|F@nk2~Ir&U@3mwMba$p}7ydKfdS6nergJR5r+0o7h^bHpOYOi(=d1 zJ`JV&gEt84AWIybTxHMlIFsVX6(S;zC1wec33ryC+#D%;Vs3M@?Fyz)9$@j)7a_}Q3$ z=9Pb7ykCb0qT$BaAuZAGua=Y|RAW3;WGP=KXQntyNW|WrR%PhNr67V<0ebIx_43h6oha|=!4>)C za?h%sgohTYv7Bt+@hQYvPbW5e7D_`VLPiS3J#r^X+WZD42^Yz&i&MRWWOQSo62hvq zu-q$0?6Pab&a3pNHM+s$-RBP?{!D4XUDtv{seT~VkH=!qvCpsv$s=Llfo(uekBMk( zsbMByJp#ph6!4>6uHmiMAS`nKx>KM(1qC!N z>V>TKdtsm`S8KN~L~SRrKYlxNw13tD(RP1AkCrDjROooBAy*ww4fT>}H^?K0Rl9#) zp5j5UI^XW*pm)m{TxZy|`z+%P_6)$~UehaxTaBiSy|HX>5W@cWgIO_YpYM`;tm&EM zlbXjBPVtl>5G`CjoYIfDgDHI{RUdN)h%bLyPzotCijlNEq2P2=Tl*uy(ASKhnK8=R z{-EVIuM;ffd9WD3pR%(Qf))3eHsVxoFXt4ckP(l5VSr;3;cCV2Doy~U+;ANHWVK5@ z+RNlM#uO(pu^I%b+KG(6^}5YixwTDn(hc2DT4r75zchj$VRQKs8Drh2e8J_yb>!Op z($_VSFy_4!mlBzryg6rbCJId~{lRdy5ZM#yzuiO3Ao?$p0an=OV%K!)yY+eUp#zF( zurxt0=Cgln-iE4bc0x)lQ*Eg^;M5iN*+@E;M40&p`o6_L=IHGT=e?+~_&~)(GsLle zt*zSj`ic{Q3tz8};5m8fO@dO-36Ek6r+}Gm8=Z)5Jn3wGWX2fI64%QcyG9S$)xMGF z>)396bs9no!$1Bs)B2zDEs!Z|>L%Q1ZC!c5V)%UjXs#aPlc&&^7{JM`6e2BsQKip3 zRjh|s!~^j%W}-*_=<#ftXv;*~w#IqAak`&CX*unipvq~@w-G|yKhkT&Y`A%1W|}W{ z8t#)&#L@6W*Fe9}qSVpv;$zzqkC<2W|fN5M2Cn-_ez^Z2* z+h6qSwA9Flu|qWk{UBUn_rBR3e~s6>sfySZ?({8CR8+kx6V>Oxn%aRCiLy%4FL%TL zR#|Z(<}4!xqEd(Nh6xknvmkSprFS1%_h2wm{NY7eR+0#-A>mieCI<%eS!B=K_hg`w zYX>X6nSG4j==`6yPv6K&JvF*9ISTgSQj{5BLE`=OJP0wfTd}=e21HQ7+JFXrBBDz{ z;ex6Clvkmuho*6dvDl7S$RnRlDc`NG5fL|lH%t59XTt>gevhXFa`&tF(mntHgP06E zcHyX7v|p6FJ0sMY1C(19;;G)Kc15wsMfI<&SRTvjIWjXoi1Z3K`$Hg1eo_#d$h}E$`-*@)mm5ZO!*lhm|GM}LJLEJp()PlUNNCEpw=R??!r}q{f;ya};b9n3 z^^FJrG@5?@WY^ePGf9x(?qE+;r-F|ZwL!zzQf;1Qyiu0D?Q`C2lU|=tz#v$z@095JS!_i#zkzD(;Tv9Z2Igp_MXey8-t z^HF;z6Wr{xu(29v@_Ney)h~te#?1y+Egc7Goud6z8)Qy(q5X~40~a73(cH=rt}kjJ zdTO(;D(pXmI=z!}7P3c$8@eB=w*-!NGEfw)s(}3{`~DU#tU^>2X0#%gPmPAOtvOT2 zqx7Y&4jG&Aj*_+`ubX~$I@11U9NS8lb$v)3j}5E=8V1sFS2fkMG&czgd`OZdnVkK6 zk?_=9>@8<15hJgOV}Qlq%LfSBcaoAZ2`mcu&J${MMZ>Rep)JS?Fc+LVD@7{8 z`B!JDC&TD6{wrl^>c|F{Uo*EaIwB{iLN6*+b|RV^hyknCAiU>WX-%%3)*ZV5pa5P@|J79!E6X|VZ}{H=1>6gH zDBr+YjhuU4N%hRH-~t7JlDXCm1al{M66X=4=s9V%!1+P1WZCzPGXoKc6r{TAQ&NbW zcdh5v<+M2voB5T6%-;@ud(Q$bdvF~tcGwT6$nnMIul^Qz=Ds`4@)T-Smxu#XLA(j< zG~vHWEfq(qr?qxe6J&S*2tM8r1?S_HL&ib)x@(hc;PLTYyL_+2B>$@uIRk3de%vTJ z6PVlF|5 zR!lY(JQGCmbb-9Q3s3!&qz39l4?_yC_@C$Xrf15#zzS|p0pZ(cumaVus73Qz01~VC zd-jhT`*rg5;W5zRqJhOLYN2k(P!gjV8Ey74w~@{b@iTJMxw+sKE_Y`&B?L1b?Hm>B^N6KEw|k;#Tn>?rsWgV9W8Q;z7jvBW zUOmANJ^<}8Cha#KR+I#*9e^411^k^lc(;Y+o|;vV^?Jx0eFkiaLDWDF%9*!D&#i0| z5)Lo!vBXPDNE$q0$2Dke+WU%S6?kbE*m&_4+IJ?!{Jki(;w`sh5YE+t9onhj)0EUX z(?wi;J3wC~et1H2-1$2Uy>$nCLB;8!zloKH=bm^DVD@>&TR4>0K2ec_|3w3#<8+sC zCrlp;nUisV*pO1& zhI2r7%w%w!;gS5sT)N)&g_dl8g4uR%5lbHA7Z#^*X*TtZ(0lrKhA*||e;(8h5&b=f z+Axz7h0?rs&yu>h-rdB5Dy`caKT}0N*%-PWDF5L>g<)6xNMSVR+dahreviNr=EODx z*A`<6R#C>rZlfc{%|~7B;mfsVIawGnpruI`Th@8E&>0hvakr5k=F+jwu)hx%L{4e{ zaM64Y-3$%K2I-29FqT@OfKZ>{d9gwxU=|~dS=?32-Ez9VFu%Vj7UO*$;`)WA_zDuT zEku}QMLE)V-La4&t8wIKh2HKneX$!wem6*kyLqKesH z$(kFS(FkhF2#SUGUeX|~LZc_mVXWq55Yh;B< z+4O4hy`W&WaC#Izb6JJTWgTG;1;6cnH5m3EBV>R9@>8!I`Mr45puTFe(}$d#Nn z{;q8#1OT-Xqx52r?$^vKPqArRUf+K2CJeWjTKkuHct*=Tq!w;AbK9M)7L3?vISzd9P@H zEk#t=a|BBwH<<@A#8c$TpE%ru1kdt_)zrPEHND<^VqMr63)B~v3K-wLf~P%<&#%q? zU+5$ovRc+NAI}c__5VtMAagJAXsG2rA;76UUrY zE`8GZih za%K8X)%lZ<;MXyZEjCVRHm3P%d)*A&F9I!8yc>PxX!H){AptjH{QeXD-C zkCFDDXgz^lYd1o;tCwcHLrqVKf7e_`uIVz1jqr)JAD3Y>Ya(39OSIKl6QsO=t9Orl z#N}YYOU|5203TrXqP1RXcc#Cd zyu;f!hp%^~2T4(u%)l#X44>g+yyhL0f5wj=zq*;p_CC`VgEQP@&@gJo&7bg9N<|8O zj98qt3d5<^ZI4#ZkkEXpcHi5S#Gs$V{;Sy2v zeKq9n?_ZQuSs>miwlbgDWlR^u$_K`KmOWDdGXyi}TJRf@z^v&{u+=drk}(i~X**#t zNQM0^lT^7Qy&*?D3h>XSwrDzrJf;%a%wH{iF;;ONUUL6^-JC9yp+@aOn7o(yjD$ zV37eQX5bJ5^9W&PeS;;u%bX#W_pUYZ?{bOgs|HEuU_oDI>vF!>EsYlGxvJ4ro3r#V zsYBHr$j}ZV=A3Ia4pJ+SGkFo+FSYRNRw zkns|Jf^C)y88HThpR4?67yV*g>nIo@kfU~Fn4saX^=c3iKcEkLibylzfn*LRgMJUd zlm$HsMjM0a3I6EkNi@k$)YZqk*xrU3^@mg(zozir%XAq_S*NxMnwO;#GCJXo5xX-kf`jW`Ee(on4@+WomX z6rw)Dd70=g6duhE6Vj;&GZXK~k8T7d_v>@o8 zlo)u*Z9XI9aQ_`~COb((EQjMtP!2GP5`P0)O z%{pl~jXuAA#NRE!Po4+TI&-C*M4pYu<2TF5e@%3!-D7rSKX01uFIR+4o3^i%f6%AZ zf!(Q?oJus}K+<>_T)j{F{kBo-0X;A3-mV7LXx}y_j_MdA;1Vy@F)LpxdQ7xW020jj zF4XDf$pt0B&~kNLz@}0_VGaHH>`Rp{Cymd^f8o|DZ%Y=B}ee!}+45FZFes%@Ys)XE+y7eZ%9H(H-88T6>f@1=Ke{gZczoW;8iH>?J6X}oc4lH=7G ztklEjfL@&O*2>66D&N|kq?+(}5Q)~SoHaYHN&4T$`}_5-pWjCKj5J=s5tRQ1kk0eZ zuQiIJHRR0u4ZW)uDbb#ty~r6+ksmC%qupB<&pGia`Y>SzB-gy6#<0FJ4rye8^nAVk z*Ut(3JNJhF&mW(gPi@5Z$gxrT46TDpW5_i7(#};o)CmMdnbo+TM{s&B_t2< zs|@SAkyTh$O=;ctc3xAq!%*=C3p?^fIEV*El|gL3moIU*h%;2-SD4<_Uy?qmu~C|D z38NKg3qkVfH##BSZJk)W&<)OPY1^DhwIEaVGdJl~TPNyOmAr2?^~Ze1pB;mIz%Zp1X^8<= zSH~6CL*EC(p@oVmoLevA-}XkK5_}~n=DV~)2)3$IRzkoTYhbNmo2}E>Y?3qCZT@i+ zu5`U*l*{kpsR*W;)(Y@wqiT=uUYZQ!pq%KNRf&zxFs*EIS z>FPtmQd~=#d!yVn7N-8yM4*=g=JeY7Vn_fsP$)!%F)cvgz= z<0GHo@`>Gftf)Z0AZaDRjRVH5OC~y?`$pWsTx4v0XoOZa?{BV?AV|^wvU|o zxD@LA&6)r!U|3WKlyL&y_#*G4Qa$vTWD?sUK?Rwu6H0!7Wu1hPwNSYHS<1RWi|Vy` z8CJAYLc-HtVX=>(Pn6Q+)!W3OgNGplOh|?dJ`h^DhpJYUGROR=I)XnNUxFiR zD6Uw){Ts#I@*SqeVfLdSl+_5Yl2>*^d`apmC*fhNZJ-p|elJ31Ga#KBw>tQ6grpaeA#@<7E}U z)|OxmXSfzwWM#!|=^q2uy;BC{6XwzGr;Z1BHJ>S73|MpRdiuXWs%gYWRvn*=#|0q9 z*2(?3A3z_UHso54ng>_BXczwQu#A|+drQ2B|Mp@!W)_JoXmAU~GH}B@3t-pfze3z( zwyV)on4WiB`vR8i7!HNE=QLh5U~j44h{~S-A|s-ss1ED04Sz>8LIz;_)twzXL-wtG z?ln)h3n{ZMKQ#1m@u<9sTGL)FsJD=r@oT(uo(`TDfgnVl{Pz-(xvC(lFN+2oI!9WfS7y+Do|>Py`{x`ar@%3(3;&J1UgoJS;S1 zr2iyd4EzbU9>pa81_>gR$tC1_AH{U@&=MRhc?UoajtS7m$nQR6RW?OJ1F5kzu*rv*lFIm_34>QSy#D#zs~@Sm%TLdccrc(d)A8GE1s8bk1>kU zFqn)4PY|Y);+qTX$wU94uPLC1e-=cik44Lsm;*30&iB@r?FjCQVyYiboEhLHgf||Y zTOJ+`{yS_^jNGE2!E~_aoxGrd^+ZRF8anCGGlp5bXCpF)1uN*o6_=yboc=sU01Rz* zo_%uxC;_Q)^(0>(Nqk@`f3%G!D9UD7h2ZYu<^3EH9-L&N37O16*s~a6)kRfOy4YuQK~fpB*T<58-%(ON_58>%m_7XkYswC$3%M8b7CxOmg{#tiw$^kp?4 z6sWqTG4Vg`#RtmI%hNG*k^EU|^x^pRyQ9185at}?57b9rH!wyu&x*O$i&>5{m7V=hUD}b#%7C3>3Uc(`^BOx=}fFgcaC{azr zY_!jF(*8jkFXfJ3;--dq+Azrxl3Qc76VT=G*RYUzKkqF3&b2NcOA+T8U!`6x$7>&x zK7(}Yd8fV}PN4(cmGMj>>jhg-%gxS%r6>%$*!wy4!)(NlS$sC8KQTmx-S~&_n|fU0 zCfGhcX392#0E_o%M;B4z2>MTWv-!Lv|m zl?GOFC4nPH#2VtM#r38pxVOqbmHj&&XAt$%(}2{xoOZ<^Z}zYZudVnRgJL%|W*f0JbDU zqS(TIK3?n>Kl)=Xl3XEuD;S4nR3g*T#Fd(OZk;$b!@1~CH*929^5dRv9iOdnK66P<&!sY1tr~YTnC?YAaoF`AgAR|) zbm5NE7!AconF-$xBKgN>iC!$(v|f?j|m_=`M@hH^~7 zC%mfvrfrdag+15|rb*27sM-D(5uW$cb|XK^sDj+pK`r9ValGs`Z?vN^c)FLmSO=XW z?Y{?cSmdXeJrJs8Pj5J|ZNk8pImptSvi9k`b6t#jLf^s%8;{27cixml2zk^1z9@eo_3}rJlPY!3EvL6ZEueg{TnIR@z!}gf4>Fm{+3qRFad>T z(SE!m9#*gQOno_G(R%XF7*_Wgj%Rs#%|dQ{5u)wpPHewPM1E85YoJF0QD z{I5~yN6PQ-t`eH1TF(2>h-Jz#&1_{KSa8S<^zTsS_GZdDzWkRu6Zd3gggtJJmkMMk zx9Eyq>~piKoLRWsjvoh{*vcD$1?@a6R^tVNIir->5T^{yt#5czt=b&Y0lB19PW#^g8vPR*xbFH3w zEAn4s0-KlnMs_FgOA@Gm(040lS3k1UU~F+Mb|!rCZ{A96ChwwXBVVcCUDkz7iX8Up zE8^F3c0$DgMrx!D`a#59&zrkq(ti{FLo^5I?Y5OFKkR(r{7MbuOK@n29!_D>fk8L9 z+Y`gWTy8Hl`gj7*k(UIx(5nMftFKA?R|)p+kK0t7iw^)I4UF)7ssqg4%cHjQ5!ufQ zaYNU88P+FHc?Kua3yI)YB<)Et4V7TewD^ws@U<8fIqBU`jJ}+~>^#5Z(S!=&4c8s< z0~nZ{(sz^6O9RIfvl8qoJN@s87APoy?J@T_@E$dMTVy{;74ke|bPf-(|6&hF?Me$$ zm`)b6kBSZ&&Y2iKlZQ zzWQ;-OjD)cCJNgRF<|O`F<4bJp^_j=0yne{Dc+4o{R0HVfb`?#kEy03mZp$qq2E;f zEP1X&nv%OB+Iu>Yg*R{FSHtwbEQf*2)cgM)?*}+(&)(`9Zn8Mje0pm7M$QoYv(@lj z)N*tYv@d^65@eGoEqsZ@57q_EyjhbDvLdiw?8|ucofGvhNP;=pS%E_y%Ua?@5WBG+(TjFC^LBt{%KigTi*E zZ+(5+COdXvMc(C-UVt%N+rWx*%oNe8gk>FJ15Q^{UhMR1=>^K9HVia_=Zv zX;>&t7?X@Uu#_qLGde&P#y-Fzy6U*F*_QB9QA#yB-lv9LC52>w4o32dou_(i;JeLM&*- zF)}y7r!yV;KWy)Eg?gI#ViHn=2l z+#0dm2;b_jJkTRlaLZneSV2~&}z@oEW0cTh}OZoj(&fg>CX6)SGY z*JhipPNczonTq~$&xpwXUd!Eq-NM%w^(B&(mk`fvCC$V!n&YOTd5%U$H1itG^3Bh`mdsFR z!dFPJwd}T4iw9j$@ydxipnKmcgu>WIie^De5zzSk#Sx{1Sz#5qoX1g8lYe~gb3Dx0 zVuG)QTD!#7&(H5fYZzeUPM>-M$moMBRWuC{5kz@Bll*Hgk-TbbFR2~B@R(Wd8cM)4 z`rlMP4Jm0NL<@L1Km}QGmDIi7)Z&vJtj)Z$IR_flKlp!sEzlU^N^$s9v6Ar{={%@* z!&m-NZNsHXF03Z&Kz>%6QHTvypk}V&3~VHhlaeQ7)w}J^oMlCj(`DaCG1b43n+rFw z2U(&CwCi<_S94`6fC5M~_w_X|=2=6pF}VO-KFUUYzwUO%sZ$x@?UU6rq`aAcrHc5| zY!BSAHCb;+v72Yoa`~#m>6V&Aom8P*XM2SUr!dOa?B5gqkJMh>sPyfP6`{0%7x^9h z$z{M0SCc^0=R&j%Dn8ENMw@rk$9X;i6UG}VzHQ?|NvbY%fITj|BWm>@p0UPgq*iGdyGs*V!`e4HzrU2i`D8_RHJqZC=1BD4 zC#QWHiP>#_RfxR5+2P`3gko!)k6O(e$UJ4FAM~Q!Jf<2k)$z;CirfPBdM5KyL+kH? z`S}8k3p!F|3yJe2g_hVlIrphCh>4+U#+ytnRR@@-j?eFa$9_F5aPsou(HUVH&C2}W z$6S!XeB7>@uX=EuCDrS<*YdG<8P(w|IlrZ)9*$$pGy7&&E%Jt@erhGCp?9~Rbq0~# zBTh^NcZG4hEdd69yH(&?27xB`UTF`DrDZ@x=l>n19hgt_&#IUirtqasf?0CKy}=Dj z*i?BFIszPQco|}{?0XLz9P!dFTmg%;S zuq;NA-ek&wTY8kV+IPBX{Hj8k&SnsURSwR7{|R>M^AWy2S2IUW=#<#&R5GDTqtGiv z+P0C&W9O*YJKCr0n6}o5qYX+yA*-NTBFqvDe&(A#DnKu^GFT+D+$ExQ+3B&2f5vY7o;jZ*{P_ zG=UhJ8{e7osSnDs8l3`RsI-cKxZGw#dwFRt++!@sfxyq0+l+S$C_>eZ=%(~1l5u7w zSx|xZxodtWK|>}&${lt1K{529KSGz0SCc%Ob@75+juJK3;OT)hmXky9cRh- zAfTphcS`0`L&bc}Esl@cq7TNafObXRrtfd3$g1s0+myRvZfdOz%pyww7Zn``vSv@l zF7sW8)DFT^t$R^tSfw;)B5r42wEf^c&k%6~+IC}-Scr>i{L{uSdhmxbpV4kAn2Elr z$qGo_HCmA|6`ZW*Mpln;g^`k~y!O&dHG`(?+bH}M%}jC_-Ac94jfANVlW?@1m#KLz z7W#MQtQ!w>S1ki8EH&q!N~H(x<660@LY=myu=s zPv?a{OBw#gGi(Y7zs@Va2yTNhnXx|Zok7+dCz`2dnn-8MP!)`q*1J_unBaETL(7yF zF7r>yEY;PH!U-Y9K->{#vmZ)HRWU8aUn7k_{In*vfl)uRT5$UJ zA2pjG>{Hpsg+5yH30q12% zJIp6HK^8ip^5^Z~0%f1|45TrAyxjv$GjLO&ZA&L)rCVUGuVV(FG0%ZZ`X5^;M(Q<@ z2S>wWm(1U5OXCBx)r&4m!5lD;H(f>41RDLKp@5$`UuSIGmDK8J@ew5^8rqwG<9@?9 zOUK+=z(TM@HACM6n!ND{d4BS7N1TxUwFv5h;S}-9kw$X&-lI=-UoIqb|@xCKqO<*n~3_5UzFEB6dEvW8Fbe!yR}Mz& z#wQ+}mu5M1q%(lPj8vhswiy!#Y9?8>87M?!Xs^NNtY?->$8g}py*yfQ5uJ?PpMp(h zs!4}wS7ZT0tYa}?Vr2f2Pdvb}QY(%YU?EBVH4vYiXb~^Pz}RVfa4bMj?vs_sF$Qu} z4VMdWNv(Nhfmn~?8R40mcO}gD6Q&~AEmSpu_ ztxL6{%T?mLRTDd=T}oz{i{eMw7H6(`LBi zK&QERz+PhrT=zX`z192wZ2YHj5;213L0;LPx>CHTBoo}g@|%1^OrkJ7O>z^{-}h7M zkOFc+=4;?W)LB%i=QoI3J{A4)JnT{58mCOfl;ev*bw)3Ei`H>)Ro{m1m;-Mzb!v8o;*8V0cUGj<$|u!nzxB8gjRu+~g*e~!q96+Elv#yu zIt$7PS}4iXQs4^NYc=_b&II?S=gp{L=g-zx_FY^ptqaV>OAoeI+k~8 z2_S*m)q8!#pgC1aT4X*Tm{WfLb7>tCs049z39;AQf{tXXC;fS1m}{^`h?Aw08L7!+VTct}2Rmj{T|29}}%Tw+#KqB-<7wuNEQS z$NsWh0bLn`8|B4!Bd3ys{6Y!G-$=7EOu>1*%{tH8r})poh*IQel2H7WWa+1T@4$!b z``^w>QX^(%lIj=8eSo=E>}IvnjD`MM*ef+beB+J70f&0QL?W(4H6ex*GsVC1Ndp-* zH)h@YLU8^ryZwHult8jOQlgpV;KbxntKd%-GCOD^8(zdPuaPhY@5xs?PNp}msm)}{ zxX-43Jl|FnQC+z3g1Fgf6(96!p*ZnJb>(6u+u;LZfeE()he(`THn>CLUz5kr>ATL9 z5T-Xd4uR#P*_P8R=o}zd_1q@o#w1U(vDH=9wgFmR=Y6=sfA!;LmZ3FQD-b!UMgAl> z=IN<#O=ZQrvfUh@_-+Qm@YI;SNTnTKRTPi1{TsMiR`Rd0Qu27R{Lu~bGkq`K&H~b6 zup0Tl^fK*^-@mlZYQFE;et<0c)-22OVZhQKlIqYH{h>)YP@aA7@>_k)Rr4z6kLHpR zjk4@CVAreuwtr&%s(Wp?JihqV1YuJ+=BZ-3G}HLEYu8o~+r~`;s(}~MaHR$xhxW27 ztnXVlX=$LoC{AwlvE*eiS;XHyXTJa9T0R?1zFRU(}$*AkB%*O+Sx*D2?S4sh?UXHK=$^QH9aL=@AhRUvVg zQ^?HLANE(@7L=-qw;!X8rj+h!sQcHTLU~0NwDT^4d-i^bw6|lX0i#m}{zE>_>xvqn z76?3Ld@~~iN3bhLSFKhU$N5(^ zAQPaw&mV46Z0^Xs@X)__USU|!^oo28EC^*=9PE@cI4VdK>&t(Vk7~MDO8k@45m1M| zV|!2t3M7o;DrjcKiPCh1E2Z9G>NK0X;o3bbh z{qi)uo`*`>V7vYhz$96Vz5iF)LlLClIr{;_%%ca}-Ql~jYTlBBp8^YFIm<@?60~hKHM<>B-EfwU-t;}W7(YI z>esiX;&c;!n+wdWd5=HYGZD7w)#6^UFt;C?^y}Su&{_n$o|}4 z-gWKs#*rQH5JLSz_iX8Ynv!7}j?L^gN&7GCS2`Uqxv`XhypAg@)eC`A!y6=jdJ<7E?u2N{B{?{9PN>qJI^IyVz>J`kB($2@H* z#ZGkjFwHAl3_Ex%lx)%r20i+?5hG0JP=3iCYmi7ozS3)W61&|b5wz^PNnppT6c16; zO&{Ixh0I%I@B9AvGO@Uo*0sJf8|{2J&oda~gMKD1W!4k}bzY*Rok#I##Kp$4q~!-p zCWpBM6!mY3VWL8Bb2&9-kuG#?FTZy3V0?(QYg!65mFcvE7=L)f_^FDg#F3WrB)rqJ zuTh2u7rDxE5T_7XCvmr{Rb7RnS^OYEYMcr}#^AbJp$IIoui@9%c)>hyw2y!3EAOtBbD`ABG@)Q3W&?v_j}Dn1V5?n*JY z+wVywWefIRKJfK&x&3X~{ts1W85Ly%c56~fQc{MV0TCr7hDN$kq&pOmW&i;hI;3Gp zsR1NJ8tLxt?v{}5hV$@#=UeNXKm24dGtB+mvG=vf;fNCYJNXd_S2gfj>r3g1OFppx z4YPr7_W3EbXgDXZu>)x7)@i>-o#{uYY|fPkKlz)=iCr_c*1sKyZd!N4asJB-&g_fxJC+8p9i$3PB_so?r92JGMsz|$@PF6Km z=%Dx;zRZ~TGq<`DD4dXnU`cDq?+~;LJ;x6X3=LO)JH>L^^gg4s-J+4Wk*4ebNYK^y zYj`2rned~FKgVh-`1ZL$Y$xSSaOCJTWs-kmXJsWUk%rY!A{xc)PiQ;5dE(KSAr_}S z=j>^@AG|qroua7iR8NS6E`^8+#yx-+k>Q0U0bXg({{AU-xY?_+`&(0rZ*!yABKZEs zxM+m#s5BB@@H-tR`3$)6wg8Bs4aA6}=JY6eRd2Ac|Hz5W$zFEA!l+xxTIDa|t4L12us-i=>;Osp zBq6*w5^Z3Md^M8LFQf@8nSMc9tg$9_Bqkb>C(5<)B$PonGns$klX3MUw9C4 zsNdbF!5OlQiaEdT8^^(?mqiX@tcRV-ud%<(W4l=4ZJ}J^oCcSXb$8^UW)(BYD-omA z9Jb;mH@n`2C>1&|OGQo9;Z*12kLFvhMZr)u(Bi)OKhT`()#8n%eiBat_K`+MDSIiU3kNrdSU$pu#8 zO;<1%85K)Pih21&eNa>-rPVsFY_VIOl=_n|Qg8+D6Odr$fsF>@vQXiGDsr2}GJ9i| z>}vJQ66x7pvk+&T-&-~ThaNN4Jh|-4EBTP5_hc{gVOa!fsxeN2x?0H0Rs)G(uvx(R zpBh_g(L>K|_x&lO&a@F32hpKDI+fT^j>hV}QTa#~YQF;OpIg&P6BToV1Cg>d z(Z%0a=NVi)JP-1`taci=hh0moL2)AC^Wqf^Yr++Db6i#c~G z%GWTZ$kH(UV)nc-i=jm(x?94A>a8ozQsduvy(D@T_ezXsK1b`^!qVQ6n>zA&syTb^ z9{6q-u0_y5VJpSAT|s$%zqYc|@(7Qxl$6!yq*x?W!^aec!aMH6($Qo#I4Lo3C8A0bOjU;{b;%xide$8h0Z?6rG zJJ%P{iX>eo3>$yslEE1_(w(!z7Cf>)c}n`VKHT%?>;%1In=Tn- z@a?9*kWf!|dQiiR&$g2}5tc%1TZMe!MbC{8Aab!|5ht*vS9 zmmSe%ajs9jbs;=I7;#b?)7B0>d{4VrgHAq&mI*p zZmRI7w9<4oih-6^c=M@ZT>n_CX^(18du+xUjYrghH&c|utw-@WT-S(Bva=c!vmMa6 z{u3jHnV>(XlSB+pO;2(s^yEKkvOhD$6$^a6#g^nO7q|e|u`kw5Zh}g;K96O6vuX2M zUEJWrx%SXD#SXvPqTpf9i62O-v(paZ`}yCTu=2blBB`TzP~WZdt7zN;?Lo~zwI-Aw zaQ-_gCGj9z_moDtZGGRCr;O3o2#e!tC@ zw(4<=zL-lGk)3^m_p_k5f+z6U{5SYC=1u4N5A6@^|9Z~1yKO=nQ^5C6_xyIQEFLQ^ z@^43Nm7{U7Ky%cr=2-e_Nj0(jD%zTv7DiTdeJYDmUO}v; z>~9-tvma=cdvU2B7C&I4VCQm3r|0AphMgNgGKN}^-F^_Q$d^8B>ROQ@^)L1kX4M1< zjh_mDNTdvEBhAE>jrp0%KfvFiVv0YlQR5z;+ZQ@JT9=c@y=A8VoTvP<9~LNsmPY7+ zB4@11_M|!z!@NuOZY$SPzJTy9 zN8&MfoYOl20nTdS&iBO&v4_ovc`$NwaD&fqy$jQ$6cy}1kQxL^RZNz##?jAB) zHB#R1`XmFnGQ-00v&I2ATs;TdqH~Lbul@QtU}wm7Au}CrGZhd_GyWOp7eku2io-sE z9nLz#LF>yGb6I{uy+ zsVTy*S=XH+PH`FZa7Y({>%QmSS@iHJ!UtzKcM~@=GeLAmXJ~ddU)A!NGw-p$R`At- z)E`;vG-})G42287@Urkso7VzulocN@@VZ%h*lQV^WWq&qhxXA2eX3YY2>LcJMQL7~ z*Q`ZgW`FI70gyU8zy{Kqp%Sak?U}D$;ux%cv4Kzi?bii;?Q)9@GB%;MAe#p8*+xrN$fFO@(^Es{d|A8!42iI&pBW$7q*P+)3AA-94TPA#vFKhI$- zsdY>GL_J0n%SU+ufyv3{FU|uK{r&%*pxWy0>U(wRxu28DZ#kty9k$*Ktp!z+V$zY4 zM)G}HsybFSpq57^@yL_^oZ#_dIH_nx%l<9hMraYMHR&9WlUJO?0!Yuy7r298xAxxZ z>|JsjDac+p5KymjC~--c7czo@M@H@y+Z9jXbRHxv*G#e5hs4X#`eO*#$^DzYTKl&) z*T7f4v91#p6LecTr%iHB;?nQC-cv`8!ndn0JCI5&cdZnS!|i#^Ia@#N9r41QwzF2N z^pPx;ty7B9Ril4YS6zVL#t0Eq#Zj zuPK5!B7-K545ZGC)MWc|;3Drm9>^ZgB*P?U2h$(StGdA9SeKiq%?M}}8_q&i{~1Ql z<}u$FbFDlB;A^F@_uMfIl*WA#JkNO$y7H<6I-1{2x#`q_+VPc>?lAZ7W%RVBwk#dF zBo@gOw#73he!zr8cN-wN8`izUaC1tiO?j2F8|u_h+9~@dZvn9n19fVTR-K&z~JV?w39_M|7FNOjvaon zY~QbC^~`BWGaO=AR|r2~>Ukm;{S4jg1-4M2*wu+*6L8Ep;1AYvWAxgdFER^riDRXD zfQNK{5cfT|P8Pco;%IRHfT875F{@-PNv)QkIq{>Hs_7K$)H4`1JU{%SHG>hGY4eY_ zN2fYI*DpGN0-38q_F33Gn+P57N)}5yBH6=;+dC}K~ z{4wGu)>(DYkd)U@!qpQ9wodTK6^V%ga3AXg-36tnk){ufNDcm@`&}(q6)t9;2vt3t zC0f1(LV9d)X||fs(zow{K;ExOnLNJqn60>BVRtW%?tbSNJ+EK=RO=G6*VvN|y;fak zN~Jd{9qFwFR)+ud7ep7CmX<0AVyi5+?BKP^Pp(AG*<@4J2_=wdP(`?i$i-uC@_e(l zS+CjQb#&KhO-c?nbI(D|w%th`Sq!_JcCec%)FfQu zu#1grNJfsL@Y8n5qy=eI6N7iQ-|fpk7;yi^QLr~6yRqs9owopM&Sf7gTGw8c!kUPb zoH5wsm~4Vfr%yA#J6ppfdC}I5l@M*V-O{8B?5R@vYf9UH^uH@zl-xWNl7AH%+!V3I zFDkw(s^u2u20ay((d28Ps_1JNt& z%S4QnHg}U!o1QFdL!VNJ+tAd9(G`)gD^2?MTF7AAe4 zgfOlLLrT6jA}`ZAR{|&u1+eWRhEll`8&qXOhG^=H%KpMxr02WIT;Y~s8$%OSq_j~^ zv^`&crQ%&FpZ1v-|Krc|2Jfmgx$WpJxgP>pj~do8A|%h*{Y$@EXl*Bk^NGb-0Pv$? zt?p{A_(nKrqMwS(fwHnjp1Vt1sA7lh6)F}tVcaUB{F^n2pb|5OqYPnYGU4m}g$`M- zpSfeaj6dc$>UPUqKOcJTN=mYyTMGz@<$UwFKSA2fVyWiPwfdiAaa1bVMz%F~zKY__ z8n|&{SBfe+NKWt=ww5~AYbBan#3yK-gb~Us^9FBikl&+oNzT5LyhX{*`sjW~4J1Bv z+WxMIgk{?CN7g7^$ayBM(az!CRD71*k8H!L+yY2RGQEK469ot2)r?ICW?6_+~YQIh9E*zPr^pd#Y0!WC|^~*r8M4u`j z*{+*YNYiv*de=n&HmAD)3uxmW_!LfOW&w5nL`eQiKn^Te;VTY@Lk(ljBdNVczZK4z zJo@p2j;ut!0YDQdr^Q+6?MEmLtFb}L-cyx`w;`tBDUZuGx_y0l*0iNcLhZ+ihwx5k zRMp7)G6S#j5M8ddCn2U;kFA^|pdg(|jh?Ed)Bu!?BQ^TTm^eV!vB4%d5MxLQ6C68R zI$(CACW2dCwgV_)QD~Rs;@+E8 z{y^^U+)RP}p5JJShoDk>OKQBd3V!!?66PNJohewD>iMe=wNuPp-Z+aK$e?+=!vXt$ z3csh}m{0!V`b7f z#@F%@=u0yX_}B0`4*R%*>q+P_;uU1Rb@HT*{2tRWz!cb=PdQ~}%XVm#!#-HGt0j+; zJztLi5#)gS50l&22;(WHv$h6uz}kC2TquWT-6`#FD?|9%#DCJkn0D)r$VaXxmbamHa*OXPn{hA6FM>mN*NX6lXWQw#1pg#)*7beqFZvKk-h?Z0&&MbhD8I4?RRG#Dl9 zfpHA#P!L9gtv+n6)&6Y0| z@gVKjH(V%%be1Yw#~=y%j)$R5m!VirT9`0U?o>73z?2(xw+2iQi&jTn(wDzKHCjLv z;|+&2MO1wPR(;9MqgSKrlU=>t{`>a9+eBZS(Sd#nG|L-bSC@}|fBDoLKm23c*yqK8 zPh_YY4OVrI-z+`co2tDN)FKXRY-V(44EjKevPsJ+$%peaI9%r^OYPvT!cg}!g7UvW zZp@58O>;vK!Z`SYc`n{V*u_W15p~Fy)}Gl@nHJ%Y=%|+6e=yZzQHw#aDoEAe%a^ne zTxRaRl@XMb-Zb9%CO3O2yU=ccD^JkF(5BAGbDOfJusa;;Lt9PiJHz(I>`bmw_?rwO z&TCiQEQ$tFT}0S4!g89&i_>twv;QY;`aB*@!BIq7f<=0+R?Y#d_5)ZVW_Lm06ZqwJ zuFW~fqet8C?}ksq(IN~Ggf>Q;fcP-U;h@s=dM`u==ZzeR;2pIhiH)K>d|#+NlCP3R zvdE~k%+ppm9Nle|{cwvAFm+)eulg+nZG1@h*~J?ET>+O;z40AL$uWQ16PRz_qGR9d z0o-tFyTkwujebeD(pINJ4BB(aLL*B$`}R{?b?bo+)@Bm1D~yv?cpAE05Os;w?VP_M zfCb?10VV4Ttv{ES<}~0gi#OIq3z)ONOuE?$vgS{G4o!S^_ua@}w9$%2Zf<(orczjp zaEbh3x+Zr|5#~l0{BU{kaKA(sa%b%IJfC-}PK>rSW4Ztr%<4FZWZVYjY~M&V{3%vW zzJ&w*wf=wo^;&U0M*&iH?%Zbo4~^ISCTIR^3%O}ZI^30$YDi06QhhqlW=QAp9-Qfb zpnxjcsK{@vdInxEk_yD!lJ@X>Q>nyJQXkw+n?-gY2VkAx^w2pI!gf)oEmU+b@NI~) z9V$U76)OV`9|uEx69?kHYqNIr9f4Au|6rwt$9GXV_Cvz0I@~YEWLJD1@=kV@kOd>| zFM6X(Bk{CvHb?u+NCZWm5pbY-zBpUi-~T#qrgz2Wfmezeefj%xn=~NMA^PIbY$@`t zhrmWJmT589%Io*^5m3>kNd#+JCl#b`N58G;gd5}#PN!}=wm zM^(Wl>H_*+0bEzI7O?QdFCA0ct=H}7G>p*HIYas zCL+@B(QyWhY-G=>!8FRKzBuDC-6S}l%Xi3Zd_o|y#onz3;3k>-EVvIztg!-21>{fS ziSpfdkIL&F=Tn0Hx*n``L&9#K2kiRkB|U@P1D{v%#Ls^cO7kJ0p%CEU3F^%GGkOVDGQWcl*C%^Lj#OEU5OEMo8`FX@5o+7!F@& zqJuh7(O!C@5khg8el+!qxT1%V9mcEM0J(TzXccLB(h|>o4ps@zwfLgz0P{`$(|?=K zjT4@ZQf%R*yyfco(eTNTTC#4^htH<&p2_FEM55e!gu;q-ss6pd5J>5XL;75Tzh=^n zz$~-$$i@laaSQNNan^bE|QU?UU1^MybC}Lk8Al4( zQD1+fUfTiAb-}s20mAhBcLSAK=p9YDcWeH@t|Uay-N>+Hk$Kb6uoD-xUQU*=(7hTuF!yh1B z(CNa???+FX2I2bq?~?r+oj_biX32Vv50B}_(OIaMF&ISB_>bT`Ug4mH8(OCegh$9; z3ft9u)glJoq-GDxqkd5Ks_2|Gk%kuAZjZ4t>ng}7%+umkB{6)IvNx3I2;Umfz6P~U zKoreP29|bdQH>9@@G}2O7Q3&#ZoPJk9n{{tY!Ci37sDC!L(4e9tpHWnP7VkybNQ#U zk6h5hC6KD(RZ(!j*R8VzzKGXHW73})4R<{eMIBBmWOkcr_SWuFS*4g69UF&GU03=m znt`Q~MOL{Z_u8kl!3^B&F#Y&OevNlKth4py-+-FD-_RZ-eDY(++5`RcRFR|MboqD; zXA>70dN4w9iX*tjO!^VW`s3L8$?2}>d}@KvU}>R8fSZGi=dVcku32HD!=)oqjOnP# zj=ISrFOlczSYjZ|#bgA&IM}(qy)k!(@1SfrR9SJYhPJCBOp44Cx zvoKz8)E~Cyu2M2CeL27Au~j|rlf7+#(ET#oc-=U_wPwjGsOG*oyQg2HN-})4yC{nq)|dH808N$yKB0idT^JzP&mk4PQ#S0?QS?`RN3}eL+z~JR`{>`9PZ~?Y+5HpyIWVqyRKNvMzr(tBtBVu%mA z^bMeC6)UH)R&)rXVvi?)S=Lgs@L)|~SNdX@KwY_&%IYaX_?1HrY2xGrxr7EN%NGGI zs=!j`ENr7z zOOS9_g>L*}cg*iYH+nxSO8UQ4<8u$%?7F9M=^pmjZe)N^PJk+)x;h&`Mr(_1OM zRj~Ob|9FKqGULU1G6p{`yk|8rR9oP)jFY&V4-XE<5ujNAJ?g-SN^I6N0X*AJMI|d! z>^Cyy%!dJmoLZdr=fxE;SJ2;{(fu9?2xmQ?e9S9GGguIw{Y(=iDr-_0bwOB~BMAY1 zznu%^=$BM9qLT0;sz(l)Sdm=+SjEpLfV*T#QNho*B-EGRrfY(6)+#!fAmXFRumy&N zNZallZ?dFK%#bLtUEEq96k5UO$&$XRDvud5GDFl?A}33yRkA?F$uhupGxBrZaH(A4 zRKrPKH{1JSFK-8~+6spv)rBw^m!mOU1)ik}k}Trtw=_WzcGOy2K|&=oWL$D=Z*D3# z4lWum8U}6viks`FxKEf-#&Mdx=4RD)Dx46(E%sm$=LP2}nijpfS#xLc4pFOLgl5## zQW|4{T${ssVL_iI?fRH!Wkud`;-&r!??%z~0G~HGylefKVzs+|9@}bX(;@wyJE=W~ zk3{%W{n(G`Z-{D~U)0}Te|i5>=*j(b!+ zkDC>u3@`{kg>FjNZ9jKF!NHR6I^IJ#wAUBT-Qx52;JLAa5hXN~6|I3ABBGv4@w8vq zwLWOR(-kmmmD)JYE5pGoWb-e@IeJzy(S5*G&e5`K4fYv>G-=%5J9U)TLP3?v7Gtto zE+ckr?7VdBHQ2iDOBzogDxifTE(uw;_kv~DtqS^mK$sB|HsGRGP-Ts4pYRy0mAfX75KUL?oQP6pM{O-*Y`2b?gT zt>P7Yx(l-q{@MP!5Tv-oQ)Ep?XWsZ2B#Aug&xo~8E&@AUSDmX6x0RR|_^E2`<68fT zza;7QsBX_G=WwaJP`r1AXNLE$4N}MWH-c$??TMVMZLC9K$ac<`o~^Pvqr}JO&UfTX z#_vG2N)%V@0P>|TTHwr8IV5`y3|J~|@Q#RcUO%h=MngMt(n}z|b*`Phd>i59%h2&> zv}(4CD}HvdGTo$``YG1(+1m75doa4{`mtNzlJ2EORV=>u#KICdK`Z z(SKq9;TexY`N{_6ayc{)2JxJx&2I zv%oMFP91V{im6qbi;8-~kD$J9Pt4Vx#57O*7gV##Bsu#QxhU9 zMcQ>l+S)>Qm@YJ?DA{!94m`La5wJgC$xP)&Cr5|&VX^?=_pvt|cpnA58qh%do5N3u0 z>a@;$GYAQB!ps`O+_pf&x@(ivfX!*bNsTA}QlfP$JPDB+dIsi?-TG~AKyYm6b$6z` zx)^ms6}j;|{qVozTz58#lY9)?b&6hQk~qGZ)l+OEciVx|NUz(qAd;*w3Xk6oqw?I0 z`J=)qV#ORdG)>_5qr7{tw5q~x^suReB_J);8vZd(j@GJ7{j&A6RAWK?R;|3 zc@sX9JG7-2-F=jYHx$k9^ps#;mL_1YUQlvUg5`0(qr z%Z!4T-JB}roUEpo#*p`?uGR9(t3f@b&yLd;#-+_cI@7ZDsDf~t3`FCN^Bp|msA34F zO>wX#4w&L2(aFaHgD+Cw?i;EUr#XBL_}u zfgWRo_Q}3_8q~1QxwHuveFu=ukbGUg$#q_% z{KF8}ofH0zf*9q_W((U&hLIeKPsg@X}A415q!G_v!O{fep^z1CpS%Y(vI zyO6+eEG=(H2ViE&0)7kI`>dv-#*+5n>%A{s$dw8Cq_+4p|He0<&(!i;9o3-Z@}F<<_a~eB6gI>1|IB-P_bb;?R_)6Xv~i*_>)A_caH4 z*VRW~(Gw1&f|1@^lG>x)n~R2+gXzD7UC75AYGvfVGD~%%t+s_oJ!>}onbnV6Pq5gX z=WMEMK*#|X3N0HGp@54s)#{?7O+DuswMGlNKpntlaT9?HYgz72P=2w(2M8NhKas8N z{6q2%b;dwUX&QOzU!12VT{uKgK0Wpf0~J-wo#nD>W){P%Txt7ttX&3fd4a>5rJ&ln z1NB#!Y1W>$ZFsQz zT(A=tbxpCL82{bk|5R6qY>zCLP;@)xaNkN#g%jvX{bqm1?f(@+l!B%|o^eSiCQ}lD z5??;p8>-0v=Gcr$zu{pnG_FxJRof&p^)^o~U>837_Ul7Jv3}9$8Z&AGA{t`|mwSNh z1Tg(V2#p+jAnJcie%=&L{Nyv$<6)*cCsmOVSDC|(QkLJk-po!gOcHanXtEOj1Hc2D z3x(e`_pSVi3&V^+Eco(}rd0z~HQD>T8-;!qh#}T}D*S!(Y!7`4uw)FnlHR7pxTuPV z{T)g?t`a@X9E(V31Utb@UOk~_AoaFZy4*7vB)tCHbfAXDp4X zpGnu2XR*nX7X$gkN$ub}S+DuWMQ%i!<}ovmPkl7XChOI_!?DIl3D=t{f_C{~&GM{s zk;eP8V!Bcz2pZK+g_LUSGWpf^ta8kdL0=~;<~I(=c9Lk!+}$D*G?;IH1!=UP|I_yIgKB=0kbh*{$SU6~k zKZ`JgE-`9oocrG24D1!d_pFjdFAARM59A=GSf>X$K2Ayt7NX7ibP?dskAXFd6*t+L>GMUz0_{|2@bd;|~Lm%XRF zvBC777Ix|}_fu>y^YztGg4I3}d`S;7*l_8?&f%V^OVybl5OOW zv9STv1c9jds5%cz*vbe(v>)Q61bb7j(Sn4jvON52f@d`=8HO1|*(h`7d{YF)lMc(` zd?oW(kU8|pUIx^a1539~P7IAOGx(R(wA1Nb!Qz5s#XNTN^mHxh5>sM)gfjyzI)x|Emf=@awMk==+#`yS1pXO)P z9VN)W4YCvD;BW_9DvxX@N}()?T$I21h2J|7SOW|(3m~IMRmA_@+S*v8m ze#mZpG2H2B4LFe>N|k*#^1D}vO!YMuyDSv{h%-cS!?2-LKREuMoe?Xfa;&4PUVSyv zP859aNKySQB=3h%rAC21t<_6ri_g{w(M;9mJUU>H-?>O6Dc8076(I81rRCDwX%$FQ z1VY<4=g(;%X>DxndEpuUb54+qHqQ1|C6fydoE`6n7qkO>Oa9Z@$E;xoT;mp1-=65( zX#o!ePE);lJ4Oeak}8i8OfNd1ah0NZ(Ezio>zilceqzX4nVRyRvWeM&%EcX+7_z0Ln7FbW|uI zqUA;bK0c2hRG7Wii=4eM8WL*r;YEe-;Q-XZLDbF}_WVe$W{fchl?h*HO2cntr1NE* zXt=px+z6~$vN>?MvGj@A_K%7#u)<$laF?qV+WWnRu9Pk!(q&3{#^?0u%!%}d3Fkfv z-T+Occ?qCj43YK6FJ{~IaSG?<51bz5930r7sMZo}fe(|94(3_0v48$v9{q*)W=wOf zoE+n$nkS%f5Gq%&aW_H<_*V|Z;YtBOWMlp(gjpwGE@cf6`f?KhHfX7FMV0yvK9qew z^1<7q{-W~yjG;5_N`T|V>W^zRT8~y8voq6^GXK{S!i{8D1dEAFn5_8O(DicT=QgT7 zlcnLB6(}S||9jp-|Bi=t>h(22KXNE2>_o~G)H{mivRToTU}(i4g*F!l!TVuCk?!#3m4csD5ZO7R6=(Yn>9e_u}IR}%I|#HMVc$ZIeeMor%Cl;=r5S34rIG8!wxf! z$P*OKCCK_U^tiX{l+QwG%>mmpA!D{oe3`#|_Y`<@mGYGPNu8!xdeG(|`%*4jNnK8Z zdMZ;MXD|2yGB)${LG0Vbh1G(_MC5~qoftp!q6t0UDrU4IS)Ba{263428%x%vJo4Em z3Jk-#CB_O~M7Y`6@6**@y&jHdJg&o$rvIz(?2zCm^XKOFElk%Axfe-rAu?^kET>234VwO(6Z|{wLt4 z{v2bk(6o%r$$VXQITl*bbY)o%^)STX1%l#!pjQuE;QF4jL+gI5ENX>As@| z6-mo^0nz2UA(r>+AEXN|ftlKIBxOqX`+^5VelFgh(@Bg#Mq+^UN|5 z24Wtnx5|=~NmZXe^KZ;bqudcV7pMZnlM<%9G&KcByJmdE@N}6||H6&b&l7m;!z99| zC&&knKkCYEHoxuT95usBCPn9gbm0fv6->>yHDjiSW)d@IN z(}*?$Ck#F|U!Cq5*Y^{)%ueLpO9_}!KKZKaHljrr&=e0&Vi zbwMjSA31A+YMF5G?v25d432E{ih4EyYjo)zL z0!eSXHy<2fXk+U~F~M0iY8M26`3LT~sxL%2r`~G`Vy8V5N@edhl4uGDT}2zkU)ecb zOu~QH%Zj|sK-AZIV*9aA73}e>1#^xWU}R7q+_Lb_NE6l4zqm)eb4#}9-5U#Wi`$&X z+HWMZ-Fak){(M9X{w?K4`aZxie?Mc%5?dZ8c{`J(EOdcWzXwGAY#28i;kTuj2K~Jd z&^mN;>-3#-axlFFT^%@_gbZjDrCwW#&a+r3G+e2}nvO(7f4H5En$fbcqkVfb`+JbJ zmF}O&n!7Dip~RL)B&@-2^7>O6DES%)$GPczf=tdY)uj0~sd*Ctf9XsDGgpa1LDIHd z@)xp0}~(CU1SEGGle_MwosE+AZyDccA_1cGI4I{cHRbU`s^c#a?LTjYVY*f zN29X2@lWKt@~C#Azo0&}4|t!(UB4H&RFprHF=`&*!w>JrqFj9ynyErsU5YWR-O1PG zdkHvfRSih9BHN9a0&QT$rBjYBJf1&YwHCMed_AOsC1v`!d9e*r`_)-b^TO={cHFxDYFEz@3ma>phH_jLpQgudrX0TX^)J1faQ;;T1RBworBy zXJ~r5i|76Rzx?7w@NV~#-3kAiIq)XB;A3gZjx?&Hv6)fb2+;nMtWgnvC3H!8lqO)c z+szzBQDWL9;G^Gt)XBT*kg!se!jMkkYChmL`6o@oR_J={4){d*?Ywk!M!{@t8_ z>cfbrONE2AVG%0F1{}<^{FeNnS-a_!Qi{2|Ofo`5kbwolsKfSyBAUx@`Z3xz@)7Q2 zw?B7{uvP22PKn);~g~g)2$simTz+?Zi)L2 zVM-)1ZQD$CvPx`Oe`paOnfX+Rcs(U73|99YnlL~UI*U&qm^FH4Zm~&DrMuMUrU-W= z5Jo<3X(&pVAFnCz39ioDMrUy0(cp69PN;xCk6##xa!Y*=^rDQLCWH zkKXRvfwS0eOoHi8c>%;UP0AA*!O5?4Yf6=@f45m&o`(sZ0&wj2o{Jugm$El2?UCqS z*q{tC$KmJsPQBz@Y1`sx@0L00NYDAoFhpL5UX7}JbNcAcTPBzA+Qif4p7iOcHkr7e zfCc-f{7z@aslFxOp(zACcuI9SrzUuB;^pk#`JCO-E_hlHIYu=QK5{Pp-E55g^`qE@ zf7+>@0b83&zBGbb3Kp>T2R4-JW1%*6r+m> z$vR2L8OiT5v&J5yvO z@y=VgPR6II)GuUM%MfUZ;>7ZirwrF}T68lSMAx$=+}9yjxGEpor_>K=u#$MNQ(p%s2MeXxC|u__gC2fDP)&A+BDS-63qW+aabwYa^Ak%Yu9R_=%|qTR zYe;P7wTtw+W^u4zeh(#q)!wyD)d~vuFAIoGmYLX{WSh6vRQhQuFbQ?gY>7A z9)`1DdwGr~h67+X&GolAk*+xmQ2gqfVVI3qjFOby3sCtYRxD}dZkV*Y?>J^6wsARUHkGLliC_u^w6 zbErF2SX*vH&z6qBAmtnQ6Dt6K-Sp8USNM~}%Q;!Nsfd6E#-8laqAppWtAXewmU*(w z>=5^pW^^!p6;7B@GAaE(;XOX4ZhdlRj7}gz?(0vd`@5xwI~i0jK;jn}B^AX=l;_P4 zB7g^Kp}Gn*T6rI^ySz2h6MK0UoUXHoKL#yq7h8Vg7fhVwGwxV?yS)g)F2or3xEo%& zZhr1JOdNX*`flBUA`;F$9<<7X%2_Z1f8SZ66tiI>(fAY=!BzLiz1TPH^bbR8_|aDs6fvQuCKWK`6LXWs+z_?lXOcl|Nwp8ah!8^KCp|F-1rZT`97f^pRX% zcqEmf-$?h+ckOU)FH|t$!+VaJLLc4j9>bhIY3;g3y7srQpokB@$*gxqVbBq8x(bdV z9Ko-al*Jg0J9`taE=2x;#g&O<)BIKaQ784csU%&UQyzDqg zwno)^$R#mZl4GY%^;S8V{+xQMS+GtssmVu4x_~UDT0Pr)XKvqL^z434|7)UOPKDu* z$MHbnBY(FFhk(QHU0tk@md)%4b-&>mN$ieyVfo|+Vb5&)2RD6Lf%NZvrn{->jpZ2o zz((z7FjX938r>zUDUKtWTwga~Ttr!x>*PU=lwNXvW(f=$lt3<+K(Ak^9nP7uvt}>` zo6$L~VxO5T&GXo)t`O}_+Pl2^Afcg5b>{lU<42I|q{QTDCWA`!QSy50 z7d{h3XYINRT^>R6zTRkb__X9h#bJAH`c#O#Qt<>upj zQVI2jr?&P_Ga=^qYgUC;(|nJ0yTWwjpS^BLdd9h_Mfk4vP|bp>uvi%lcS+}o9p~^SKYGgVF|~f zVAt1Kwm7O7C^G$8OvmDMW!eSv~Z)1;%%Xx}RUAe&MXQIwlx#_`OO^(P=^h z>wM%flF0^PI&6}&Tylzj!CNdn5`SN)93}P>zn3`M zD`RLMNlVqmd*ZaMuB|;Y^8=boB<5s0h4CJ-#~?*}?oT>tF2gHwy-t^U+o`S~=&z=L zZMqq{L77v7jQ5MG0q`)}7g^(b2)>3%4whAY9|{ zCGvB8>Ck%Wm{;v(LJ<9_QTd^T=*f>~E*J&Rk@>3qWFB;fn_-q01{7XqO-Fxl2zHb8 z3h-g}T_&?|SNDRs*tP$vJ2;DH|4K-AbDi}}do>A&Z1rlxkG$~R`A*j}lp{8?-0t2X z8ab_6<7rz*GZ>JdWsZOUK^W?}F+WxH_e-qBE2Pz=j{*(62y)IkX_?Tq!F8~BOC-Ij zx8rKFK>f_W=(h1{uiz4IfbQ{w(*Fy=aER_fkwYm=~ZvE3QP4dtDY4qSciNB|A zr}nPJ>#kY3L${3;ovLy@JeeI)iwd~z?4kYO*kdghJN1{uE2zhujE9FE88d9Uq8p+P zn2TCN-VBV)`_2<1%9s*XQNI(l$HZMi_vf?%y;J30IIu%D9@P}9&OK*YoDQb4E8kD| zH;81Op-DQq#5;DOxXy6C{#dYbQg0rasqgvN@t6;hPQTLoG$65;YX6d6liuI;LHwZc z)vs7B^RYif{`)hmE3*nwjjE_soj=^VK@*#?$i9qLH?vnvXs%jt-&ho)`7?In&ZAl1 zVF*@qI1eu4YsSvTfIrmGZUOYpie5Fkmw)Yzm1Y`ZqKmw6p0E5WMGr8j;1E$c9))!J z_rsb$3^CESRdn7{u23#pcN=GkW9|%4j;Q#iLphJ17lP_&P-{h!VOBshE;@>=L@?Om zpbFzCohZE{I_oUh0lmiFo{=aR!oIh~CphyQa9a$g*{g?{^|8E7ucR8Q3da#br&zUf zlaY9NI#~J^>$u<@QE7oJEchrBxo+$UPi)H%C|JT>?tf>o&h4%5aWQLfzDv2=jq_!1 zTBbalYnn{X^zI7|cqWIytXQO9!c1>>{p#c3u46TH?wbCmwbpTD3}o_QHjdx}o+t-z z30^II3)h;4H|qP(q%Hx@xvKqum~|*FfC$mU(&;p1`*Y({T}00YUb@jwZKLTKhsO7+ zSyP&xUWjb`$xe5hGWn*v(q3z94CZDb zkr9_HyI7N^a3te(lmoUNLhWg#)YngniFS3nmP>>t*7k&1BiWdIpZWLd>q^f5G`h&+ zxix&$LKub`KIKv zg$mc}Rs-OY2DuN}o!Xdr4(rNKdwDOTsb=%R^tF?~XWDUm~%gQus*L~+D8E&jQ3_uq2V&n zE@BB2Dh%L;|0%}WpBjxnV&^l%rU1;}9+TQ&vL*qduX|y1EQwbqP97`zbxjkgDNhv- zPCTc!VUwQ1*y7eqyhw6?fLGxXu0<8KAIe;7^RIIUdN*6lXifs}b|D8R6Vu=@RA`Vu z-agDpItOdR5FNB0)v})h9EQ9BJ07=|#PEix_A?|+Xsay~euaJ3Keq3Gs*#`W*_g7} znd3%@goazo-qBQ$#IQ!W^7YSbi2B6=+S6i=R!9RHJQIUm+v@zQx29-9N1Z^?=KyYe zXhoyPu(aqX_uKhhFQQsoaK22; z{t!T|%&NWlD)3ZE+_qZzUN|#xWSrNFl|m=8*tIfu#{zNP=0Cv;x#YPS%-yN~-?2RW z+m0Ro?hcKZCb<2N!t{0=SVf|7_-VBCEX)))Kle$%XF>zeuvC>T8iWvE*8@!U**n(5 zc-72(ov?yvXxNBy2pPNC_Se4+6IUM|Sl%K@pn!3a^&Sb+uJEeA>w2K>$xxLDxjQ=| z((a=BhWP8V+t_+qB$U0plKz`}p0#TPP2HZDjX~Wtqh%5A1I%!gIh3$W_GTK$K;|W{ zvHYsP)3TRtJ<#Me*?a5F7}X|U&S@A9^IlUFs89-U6%NENOQOuV*Qh}G3Q9&o0&N) zLsRTh%fz3)&nQmf|J9`u9H+C9hE`W8^9JEw`%?uCKUNB@8jSRvhCR}OXJwQG4cOJi z@SXR^xp8GG;_m~~cC;)$ua3DNBL^@~oKC)QX~g4G?WA|wSLFIq9;y&RWBvgH}w z0A%QY&_6BYdeL^y>3=8f7Pz;_-D|KxurAFQZ<`QU55^A1SY4+hcRnn4g6?#4Gr@ve z;nv$s0ufS)ukRe9w_oFM7{=vP>Wc&zG9JrRwA$-vhg2{x8s}-AXVy%vIIa?wiK-0OoeOBy!$t3vz+hRoBE zStSYorJF@hoQv=xc8hWHO^sPI`N$iWQ;&Gn8)5PD{H8snQ+g1Pce8+YT>AQY!X$LC z@vIv#r@Ks*tBRD3@;&(tW90P68-QiAP3bcaFr9A}#+o&77gSWiYs(z`dQeLj3{Q+f z#Ti0ezv3!`N59;DV%hAI`k{y)wDcP!V%X8 z500iGHyQO0N~~V6!jeagRo&I-ja95ap1~_(tMZ=>E0Y}#H_-!rj?WyMTSsoX{4IKC zV_kD%(Wthk$1&Ml^ORZlPh!J4J@1BW$A(z^M?+R|{SDZM&lfv4G0X@9_3$A@)>Tyg zoTiVZcGWow$M;AI@gsV<%2ZNYrj1F{-*8P+-LJ~YvUrx6xP;QN11aArpcuXwGWJe-%g1HnlnxY*q=BgXT0}!ifDDhceeL z(UM60Y7nJcHI$^aGI1~dA>-SLtNz|)7ek8gu+Y63i0nGUB@YlXc4cD`VcPU^A+Vwc zx!%@6{!(@32I(%v89?XwPAfcl(`)YEY1`(r8)+kBvTIPRtOpKl5n-lrFAi;reipbw zV4WEHTD9Grz;~Nsr(axQ69UvD+z{)1K)dk3q?dP}h!iCxx^eoQg_{k4_&$^(678SR zJ0(x2-3Io1;eBd2OYROjv3b@j)ZLdq&p-SAPhDNVc&jktt#hWJ_V6cC#qbfC(=jDl zvs5t^KV`xPw`XwX92{^Mca^D52$73eZv`d#@!K4GLU&`W^|DR1j0Evy3FG2JXWrux zO&ySrYS)e6xC$c%_2NUHi1Ym5tOyu9j6t7JQ^4NdS~bAbb&q2|Sj>d14ZC9Dxm^|1 zDEF>8_u_$>wBY_!8PyU-f(ZB+BwOEZlWOV_tZeNXaM*z-@vqNBOf}C`4|p?!aKr~+ zUEF%I2VfCf^=5nJ^q9zR&4z|Brjw}aQA+=D_7P%_mAk);_xRcgxLp?t@JcXaC1}h+P3o&a3mXFrc>a`fW!r-1xfWZbyVAy~$?UK9)-H@3 zI%)Nf`RE*BDbQ8_VFa>$N`Jg{(S}x|u`bI2A*!=u05B9!xk2~aS=Mx!-8znf4hWyg z4xv+|2Pmh#ps^=;r2w}W!WDrf z3-|EnUs!X%+ ny^rVv^MmcH4O5#l^8vIN)_7wHlVL2?Zf_&*vrzdd?diwEOfNv5 ze^uU4QHh9G7R=YIQx2r)B^Ew^YN6deHW>;;zDsW^G(j6{7)=5G5`9(6|M_@Pk&L2) z%xwO3UqL(F(GrW(>D;E=nA*YHs0`_{!YT8ByZGT8vHZ;K%y>5=X{XdB=8ZgWPW8C()pg+R$6 z)V}3hdqtV*beS5>8-9_mJ)^f+E31!fb9ge!>A&eulz6>@#yDmSxUX+<6IG|guqQR@ zzpcqj<=a=H-KRJ)gc)xolFHpW*R}cDuGJvS3H0LaQ92K&Izmz96*mW~zRIprS{0nq zO1bYIqHfXxwt^*DT=quJ5)E;3WdD`&O^vT?1?yf)@6y!j1o*-9a*v|y?1Sls15|Lt zqPSyIz?Pi$SW;$M773@{#R%_At81QJN_XKICH+4O08Wf#S%36We3{Q)f}ed^3U;b4 zZLtCz(b-ybh1K<2l57W1;%Sfd>=hzd{VaLsYz(qeYpnZNk(G(iA3H)m#L$;(5u>!X z!=tJ8bt)ccN<9JIpC@8wpX?cddM93*7E35}D{tXr!S&H`d91@n4zE*w0vXndC2p*1 z7mTY;k7pErj!@J=#LG_ZE(Ev)U7VlK7&5@cv))CHM>XHTw1^=xWff-dI2Ww?+f|%;b??EKO!KbIa?)V_LUn(~``O~% zPTCZg%v-;N;m53QjjPqM?8Y^tIVnO9qY;P74_D<9uY3>mkAHd(l;b(v2sMe$cemOE zg8u}Kf_Ev~%I#u-?<85j+nzBjNDu);Y^&;z668c+LA$RVGu#tMR&J~o0Mu}Ai$8mFW8d4;U2SE z(u44-xF~BDPz>;$l)LScvuDC?B<({@s`fG-Cj*yK;ZM9Z#k(6IX8c1UsQROh#?g=c z)iC?`m+gd74&3;@EMI}np6XG|4(tszG)WRR7xa75VU@!FO;xoqqHY!mvX9atw{yBG zQqnPAonQ54k-n18fhp;V&$|MmghA?gnF|D8z88^34{S)ewOzu2r2^oSa8Eg;<;mLG z_m}j}G`qs?7bk`WeI5XbgMUCw`Fd3%@>+m*lz}t?-@{Pqa{hKug9bA|KH^G4jxOO@ zP;@)326R{#Bd27i-rvD9!-xYDQtJQTP+pWWvZ)ljcNN`|g@c`D=fCK&hq%CI+X$qx z{v4DDPRw^VgyPaV zh#>6Hf^s#mhWLI>?jBV5;!U=(t5)%*{02aIGsFLdGh>4s_od0gCI|~qgU>T6O|6|? z2x^RIuHHnUl^FVL}QAHtFJL(U+=*@=Bw zJ?55jgj(wPJy-WvtR3oR>C}6&p?&ET>o@^jW!dZC@6<3Pu81aCX}eF-b^1>3R&5)~JhKXUX-hYuBxd(b4%8d`-PQ zVUK91@PJ$}d~jfWHj++*w^ic0S$>8?m`KAmB8Y7S#KNZN^G2?#i_x)Fq9$M+iF>}!|O8T z3JsSN;5`u&kCK2Q05h%Ir9!@jR;#9S{!sUbHuSS%nt_&;RZ@Yro&cI<1|BVUd1vBc zn6hQVv9m}U+ zmErT}>;C1rvpJ5AUHLUU;Aw(vS)72_P9b&Lvc1rK-*ZY}smRKm@=T8j<4|nhAwh?k z3fkjN`(McVX4TxK@`m4!lt$~Q2M6_7L&o~L=F$qCRyT1s0T+DP$nv)}x*%_RQ-WWP zjq52|6k&ofB>Y6$v|)RnMSny41)-MY^#cSqGB21M9kquAXUA?i@h4*1y-cqOeCzPx zl`mXW0lWb@9&lM80%qvOKjgw{Q0SE1zdm^{?wM{p#fB0)ACO+Ie=(1FfaU)Te<35% zspebu7$UeW?l+-7U09o5@NEf}QQH*Er2G(;_j-> z{H9LV%gURCi6asWX{HTWgE1!U6+#Cg%)nIeqcgih(QDla&Qck}6TR!u%+wSxNNs)^F%=(jv^zCa$-dIeKi zpp0_=>>YGTg=p7TO)ubNKi(>i&ZZ$o@x$dRZ5v(N>?t+WLfcAKm?HtHJ%9LcpV!X* z3+qP;h4gDSGr~}7y3)co(f62LfDI_A`nZP@&Yn>VdG_&TVqHsE9?n0DcE%|coGbTu zp+Nw|@9A~oS>qGI0mq0?{>8ZtM*Rda)E&$AZsX#=vRY_Vg=hMvnm62>7ht943! zGm)!6Fp>NPlhRHlgbUY#bGS%zq6$5L8J{T!`DRtRja3Eh{lnl2T}PVMd|ubSi*dj$CQ}~S zx03jX$Mvy8za84K)*pbZZe{cKki)al<|}X<1WlyRZFv=Gg>R2w4g&<`xt=o8$2SjI zvLLe8rlp1)zgqE1N*9!9rfwP|Z9w+FDz|C{vh{B2`q8A2>Z;PdZ7%^E6lAoT#5Cux zAa^6_HLv7Z?LR(ZHN|(Hwo2}p1PY;?Lp3GeW3vPXeNEVUD4JNTb>{BW8<)@AQoKQ z%JxJYhiI;)pg~nJ5L)IC%((JTWm3iC5LmUSZuD$S0<;gE>RCD!8)%;HF@*$s)00Ft zG|*TM&Dltd>K>|r{f8<#Aqk{Ye|U;m77Lg2%I4Y?M>;^eLK;4094NIv+N5RUOSf`bNX|tYG_Ejgtq?kd{jsheiaCqw7@7aO*us&LRlu!6R&NBzUzXCZ#vVgme%;9W(w=!flxyS4{|)}}*^horQ?)&YInRN_c~mEVT0QD^0r;egFgf3AZl zUrj=E?)_=d5Bc1Wv*w!4W*+&zZ+vIB449FX`>+u9E((kC$3<%l3)=IkwYnT}(_K1K zazmmRd-kF0C`(~;*VKn907UELw3)v3j>7GvD);@2Cz(|C&ZE6gWkj>DfU=kE^e1Ph z)Ta9lkz%o@hOk*EG4GW^t>yhL;@*A?_G0P+I@;)8YheazfGGKN8#R$M(78(DO(+Pl&N5q-P@W&6s?t=ks`p)Y5T1J5hVu}6ssS}PW{C&sUc2^ zXb-EG(cby-Jj80eX!v;GN4VC*;}h*_yVK4gyWw!{fq8jm8Ncdm>NyHr|z@iLs{qj; z=O%4->s(?4r!q39FE>6Rdd2B>zJ)5ienY8pOCMn95K`r}xN)N5Rd)+SuGap#^BR~#dxnglfe%(9bc0+*{j(LvkIZVtX}IjpCOGUf=G$31ecBP zBwOfhu+FjxFUtXTCpAfJI-qkt91`obH?CGmvu6j79?AHqJHXElU+Tc0xrG0eIX0h; zs`^njAgSM0d*o^JxD!Yhup2G{R=+4?qLrhWCsgNAy@C9B9suF}-UxpZnH~{aX>dY zNZCTeiOd6I+Yw`CqvzmkLCd7b(?SoDRhwrM*C4ZRG30Fofx#qMh!lD zB?J5JEr|VZLmBkC{Z*iGAVH@GRgl{5NR|nIPGaoL%Z+WmtRPT_B_`dz98I3!h04z~ z-#*oj>1*b>LLMxe5S-hZn}V^Wts~P8qoa91Onj70$;kDurn*f|$fN@N z+HT~aCUrp*{`8uOl1id3#_mISj6<$f8Z4y@~#yr}8$UYy)gLfQBQM%+ zv+#)W&)7Z=#3$7ioSPcEd?k9YOi*LY7Op)l*c8n{A_P%tPjN$GdQ)QX+nfr%WqyRn zF3*6Y@wPPYm2)aWs>uF?ER*N_*?M~{nT`=|j@HH3clKNm7ucFb!?jJ$+$l)%`oBA& z#el)1**=3EQ5ESrvbUB-<$HsUKe>N=ZfU#6khU@)jjp0$a`{YlT~Wz4K)w9leu#bH z{oCvdOUEKscY{-xU5iE*v=v zn?|vl2cUptTyezpy9d4OTlf9CNlD?}Z^XfTLvp5?=xj(omyt(Nw~P`j*jtoGKV0Ci z+xJE+7Hyc(g?X>x$bt23Jr{)_cTLxFhPU7ZkOCId5uEg)Yi4F283K*Cu)C`fTxUBq zWQEjmX)4{Zn-TkY zEK3mit?#y7a*)E{D}g?Zx7>!4sh9Q32IzbJNOqbo9O0+#@u`?(!M9`yMWl!tN(i0J zh`F&S|442~{(#*A8yaoFD0I=^a#nh?3T|3ETQq zU>zZUQ<5prICw0&Bg>jvjhPiMe6oS%8)x#(!S#tuAF!jzLfoZwJ@=%dTQptg3d_<* z9BWwd_X#6VV`m;-+g5qmb@`nuDVG!9G$AP~%S<}D!xUni(zb;s`J`7X2G6qokh*qO zplH}Mz+)w1y>;W$iP!^Gv)O8hepYhMCkUe1@`-jQ8Ewn_!=bmo@iJMUzyH$R%7Bgr zq2Vdt3QFL{aAzmJhhUt1OFVHexnq1oBK>tSgF>TV5^?%4{on__k*wauxe8oNb!VEM zs=&820n2*g&jZ`XF-si7`af_!c~c^7!@G!0AL06rP}{bd;XqNG;Ac*(GlkbVh3gXVz4ZlIj4%(hbJ)?_QK4DLcVuynWZ<9_OI?*?q=ciVkIwpf-^i{WPpE6A&0OL4=$*jsNO6prQD?1+#XuTdPF zfVQyZ@ju~7c$YALM^3DZmqBm5BdYcKFve8w3NTE|upzGpUK&QY7THT*o{>Way>G6m zFg~|La#XH-eNho%o-K*Y5j#F6OV=7Z54f8O$mSbb@-TM7eg4?R{1}Vb432RvsLYY8 zkXbyNr>lsE4B3F(*-kX64sv3wpc$IAb<5X$y^TjOTY95#0PU{6&{ZG=6<5J_s;_2) zDYE6DvVpHCH>^-3mJ6e_Zo0kflk;~wXt{7~f2{z=FtAp~K|Ep0pkr1p510u`}n8noR{-nUjO3N1fTDm{SJUqeyaO#?9yl_CVE%j$4o#{ z`EDzIR}zwvr`kl)iS?2WkDW1z_&+f36eMRVg2{g_42^o*erb{(p*4QACB2r{ zbMEX&70TuDvN+GBALj6vQ4^4ZD>xp;nsj0$hucE6TWS)bK2E{!uqe!`s#tWU?Hs9t zHtF~Nj7{?WXz=~P!C~&*Vpc91{C6P%<^L_aZz(`aR$=Z93?iT?p&G8zC;g||B+mbR z9XcUkF@Igw^jJpExDd=DU}2o%c313yK!p)V|2n zT9x+EBPQjWy0JcZ{W;IP1x<5YoHjnhT(`}KbiC3|Y=81U_W&L5?l;Ytkl*oEM%LQL zmP2(oUuDQ}4-woo=D-n?hK=o*%j)Dsgl1jDO`dT}7To!SoNJMT~<^r01_NH-=D897M| z#oq3Z31uq>o)KgFgb1uzUqGu4k2C|A}b3gO_v&X7g zH3L)k_q@Q$okkjx&ixk!0pmJ%h2T{+5`r?Ked6No5~fZmv>?=oNz6l+ERsGPAOP43uoTPy2atc+%7=kZyG2G+_rbx(I_ zTMxsIN_G2+dmM#G>oobB<_rB`Wt5e*ojqYMG&ry&0^^S~Ub_u1f{y}HZyaw*5JXp1 zr5AAHzl^GxGxFp(WJ8ZcD$v|dJ*7NLZMeGa<>zTR^DPr1>PE= zuL?7x)kE)(LDco_-a|m~^Y?F`@{RTD>wb8#PE`L%H}*Z%T-9Ly0w0vu7TKE`0r z+Kb?X)4(n9M+;1>74)l1?WnrP6V`eBW2p!~4q@&bWg$W9gfTBVtL`$Unr)T%N8pWK zyix2OL-HAXx`3kLC}PFpIBfZ9cBTUnw#`4%q{A-jwV)f#DK*$v@$vn9zX+6)u!kCUwuS0;20e-Rq#Ju0f8O?b zHKPkDU`E)lKPcsToF=e+kIP@ZQeXGLjh~tDQmR-X!{Yz99P7%At$S046I^@BesTa) z*xZ;kg5qYsF|}*CVVZQz$&e=eC9c>mK3b6W?ObE9 zb38p`IJefv8K{yemjT9fZABlxu7{K#Iv$z9y57BnzBJO|b;cgE>EWC9r+EP7F@F}y zUJ1O>S(}f{szwE(M!8?y3Xpb1Z4<1gqBv>#fB2vwB%oGAwFB9;C5eyJ$6ve1PdT)1 zNL(uhJ*2U=%Qd`xa`m+Tpmz!E(jY+Zx8E34&2&2Z^6UA;!^wPikhBL1vTiiN^(10- z@zHy9`|Cn-*0M(zXge=d1>y`Qs($v;BGuW$<>^x|-^-QoSoE(f!~{h*a?Y1&0DQsE zl%&~f(Y@r0qFZS(>UP=2o72HkaPua(mekBmUifL>1BACI%c+p9)ei*(%H~lfS@(kSzlS3(IjJM_P{7dnx zoJ;2stG$iGZ^0WXI(wdHpD9O8U{n9w7CxfpGR64T@){SfW4hB9)#h;*8Nx$t7R4(H z+G#gn(V#21mQ8HKA(VyjcKRxWBvb@n$@v$vhyC5u*F&v z70kn<;82`=v(dlEAWQY%;dKIIJfJ_#m?)kKPtgyqx$jEr`6%P?t)Y3V;_Kh15n^zump$ z*iaNN1&|?wDB0McpW>Z^7a4kPCuuhs5!u00#%(KVP&!y0&&_)rn%J|8-lkC(nNR>c z9CZRLXPxW+#8$&7u}CPL)0*q>_xSb{&07}y3U-z$doMQLdzi61boE%dJx;rs3|;lP zCxo%WV-^g)Q~wr1>D)2Fzhu_~KHA@8@o0}t0&7Oxl}`R-_*u@$*fo2YXQcw%V=rYi znMu#6&m?!ih6KO^qu*t^$R*8~M50xacHM90>}|YDtmr%qY;ay-^L24zXTeH1)`+Fk zV@^*(Bi2R2@+|mo3;cu+>vo!geo4SVH+XDI#k9!);JIsO?##~55zFjB+BP32SYO(x z550W4%Jcm8iL?42s|V%WnyZA|TN#{up&o~IgCN}%_sTY?|0Dcvn*NaI;1@y&Hx-F! z*7T}!k8Mj>7`R71T!Na!X&4!>w-c|tHVRWh-IQ$VZ(DWDr;Q{<1or-A(PZ~|Uk>ih z=;!_hS7$wen`V1PtDroNJeQ<`+9DHe?kHGK#*|1+ySuC4)Nsbu#&%@_x@mm~0f z-yBfxFdp)q-w?+w)$I4-a0oiNyDk(3_VX6Zh2Z3`nYPy!jCo$)@*mBofFd!uW=nd^ zqU(%}_UlIgmpG{`ywAu;RfR(9FSy$z%+pAn@wUt)v!F6UUS*-LHZJ-6TpBp=0JZW4 zgiKgtaHEaGyL?=IBo>PMW_r>VRaQvHW@2OUBPsID;bWzvQh$*>DW=$Z({W^(jln(x zc|V}t7jqv@!-j?13a-bCvF-L7R3q=r^%ziwF0rGAD5wxZQ+58o5=~b?*<|^(q8M8x z#W_v=@n561%!eHf^tAhM@;MC%fYIG8$3%+~!sOFkSE^Nt41)^O>wdXdRAiAdO6IC; zy`7(C9iEJJS(4#m?r1sr=-vLhGMr0cHgs)#s?e#pyw6#6fyt0HufD2DfNPTXn(A&H zovz8`{-DHP@4*y8_AtQPdn;14>I6fH?Mov+l%l1brLVbb)14e%A`?QR-P$&4ka zx24f6P=)xr=L5jgK8fhHca}Xe%pr8~4qZb5J_-b0N3-?tZAeJ{oA0IxwE^?HiWXqZ zf9Da#hP+e^vf!2)N4u~ZJ0xo-D%P7f$Lc)z&sk+k5ZJCWB9OHY>!dn* znc;wV{}&Y8NkV0BO6XsnZQfd_HyznpI`6tjk-Izpcx?Q|Q14)v%|nV;InL5yo}w`W zKkQM{xvSpXFZ^#u>C{f89jsXTBTdfmJow=??>$t0+P6Fij)FqyGre2m8+7B$hMFr# zI}&iVw8p^MBquRqYO_Uhyc@%nbF9MHP>8lJc`t zHoDzO3(t%1QzyFY$LEnEFT6FVLS@1GbN~w*kkQV+Mien#23Vko(x?w^Z?Jauzuc62 zq?t}%#a1To(%?iu)dfiY4DHo}b+nadd(7{=rpO)&ejrR(LRP%3Xhc@*j~ClFXBO5D z#J%a*SuvDY@;iCrRAc5@*9dsAuV3@u^5K~14HP{%#MBK-%_fhv0|Z=I*#IHqK05^fJGb@?N+{!~#rq^Z*|MLFY+q1=+de3`y^9a{`H$Mt2F0(BD zL^2Co`B97bw1VR>Cq8E)_ezL(YhQ0)wue@H9e9-ig_v#pkv)b8oL!*DhS-{>FCX+S z8^9VHS0A^OZzE4B&%Xt}^2ep)D3jzpo7A_jQzC0hxeRNEY?c5N>;Z*1M`MYb*`Uzq zQu~J{w|}1H6C0c|P-ZXU(TwbjF_7OEXTPJqeY%=$9iXk;P!sw>+vBgQtLccK_ z0j_BLA#r6dBXR9Jcma}R5OIHjEpP4@T)VT(V_SJyOXc;!t38U5@TV-h_bvh#*$R{E$OjlikkAO8Duv_BSa zHoA%GOgFgC&vxF?n3uL9lXqLQBu*PW;LvCMO-OB}9UST0@^_R?!QMUuB7G5wBE2JO zx5G*bo9Hz|ORm%9J_iCmmwba&I;jLZWV&SE%)pki zcoa;a zSbW)NM{@7l;ybPKZxDplavoom5X`l#)kgl&47ce`=s1yU>q z&`-9V8ix+sUKCifZXh4CYf3TOr6G+thjGzOt|J-2V*n;xM%$I<<+PF@e0jd0_o+;H z^f#$J86Ahwt9J~X^81ZF+U~mZcIKFyr-as^lNzyf5XJ!SSMl|-fevVIylL0BE_J!8 zldo6&UrpcaWh7(ItpV1j;a;~#eL}ClEHA{2Q$JOI5-Ohacf6PlM}x=gZri{KOV|IV zJ^&tRBKIDz8eHg-OfYnv`W;Vw4iwD#S~^)ryJ0@JEV5kTZ&6kwFk0vO8){ARbMmYd z)9(f9qbDwIQNvqqQ5UiZ2$^e0p0LlnxT0OEveJVDYSP-Aq#lZ!3&wU(P+P&-PjCoE zZ2iZ2yNstJDKL*hZ}Tr~NB5fSt`<#PWQ^t1naqD(-Bsvt;77+c zT&6jl57?qC!!di`CAyg&42B0ksjag6XK1@Ka&_O7lYcHdFF5CvL#R5gruf_@owV#= z<4cC#jFBDQO$Gm~Gc|!DSxZ4;OOpAGHD~*;+9QT;$vTh9sotk=uz7e6U!%(eWXkLh zHdew}fi8>(7Ut(Ykzb>3LzL#O6Q{swH-=fZ1|IGGY8hv4K~w2|SfvsvMwAPmL0nG2 zSmaR=>FdskCd$1sQqyO<{87Ihc0cWC&*LglE})^}j94Fw8U_7ujpHv#^{w96LO~^q$6?F~Opx%=^4>@R}&Zd4e{y!bHJuQ1x>H zkyTlH^P}b&Ju2?@zsmP-2@G9weG~vv!sI%l(#G1;bBinArBS8>D zZKBU3(m45j`m(b)1XcN-w@s?D6_Dv%4PfLvs$z3U8H&ra<66KVH7jc)+x|xONDq?V_H)grB`6V*;nAi}yqkimF?4s1RzJtZJS)xhVb+dS$VDBcn3Lj=8#zM zacrp7UKZ@E-qaGnA`MjY4TqPQ1jI~Pi}~A5gpuPBqo|wz%C*`x?wu6wC_9!7{ZmCXjFF&kOhv(0aj~B<4XI4r zlNAyYwin5jU$~Q%5woe;{-OtOw<@3ie3$D0e3s;GNBs0`asdG`-F0=ePoFFBno_59 z>ASh~1;hkCsWt$AasMKL{W*%WWnR>u;igxS3Yy*pjiLh)+24^~ss$B)X9RDsp0r89 zSrtDKAA;HM2@G=>=;SuMH-J-3cFkZsc~7m{Wbs#mHdCiUF>-BlT2zt!b{-bVFZTpt zR2s$>^uc~qkl4ob@hOg|O~HciJ9XjbO82Y@rswS1s-dMac29j&_%HkmsmOkD$tqNj zI#|hiZA-4GX>+x+2bV4VdeL*^!OXeBk*}g#Tm_OflRKN1PTu=F|6z8*5A)4Pka|Ly z^=i5Jl=udP4f``jR^8^`Rq*ZCDe;NOv8u9iP|qz<#5qfR4%e3|mQC#IPo;1E1`YZ+ zjgCmgiK{JR{oKR`^++qsBcxRcd$0eZD@Lk%w1DQa&7%L54`xl!4B1`GHT3`Gz&y3` zOuAmnKQNw_1n{m;Qh2BwvBSjWoytGsy~ww>s^`nddTK*5A``RPi2u-=aRTpc|3gyW zx(sozuX&znk!s~BsE`AQRBtREKH2EcZ;x~Jzj~#kS)1r!K2YPzk?5**&+jq)X|75) zAc?NWNW)<4LhcSd$Gj%b1j2_a-zH>h<-`v_Hci4_i3($(v*%M0&Yx+HJdh3zn zw)t$&;PfLbu^o5K*BD+u8M2tIv3JW_A@L?gji{o$1v11c_2YJ zzCxL3H0+2vySWzA^!E$0$&4qWFT*_|tMK$z``s$UEX%s;N_SHZ>WTnDcmuvjk?*W` zIvDPbtX{ou3tssAlqVe^X6mA-)6|j_-D4^x9alhd;Zx+W?$1BBznF7sgVqSv&()B)FzbnnoAx!d+)$fC>0v;GyWiRAk(0rQTZkzQr zw;~at-B4B$CWO2%byUBA0r4x#x$UA6YACX4-hr-+f9RW{imt`$b4rGb%zc7D3Oe5u4Wfma}=SY28s`3 z70QfAx8#x7hl|_`i~w6>kC~1mzrIs<9}OzFmWH9IDv9At8dA!8-@7Ns2>A{i`5mB# z>_>w(5BNY|d)0~UG*CJ z#(442gjQ?$B3SQ1(4PdXNjN3wR!fx{ojU!|w1erAL#OT|nkdVU(Wg1itTG_NFAD}! zf-i3<6xg9>zwR~`#s@Ann?d(~1m}~Nw2npT*xogr{lfPrVwC04v2^;-wj1|K^+(i= z$a){7xWck3%CGqgfN$#4_LAOQADxjX@5j%+NjsyNLS-@+(+DvaGb6WHeQAGt>0y_9 zZ{x0I3BYCubMM7`>SPT%x!rx!{jB{{|GeDJJX(nY?M}W!h(SB;EWe;32kVQkNfgcB z>HI@=IF)btwRWWj$4*IxLIqyEn)*Y1R<(4My|mRmeX?Q!caoI`oVuaZW2i=YiGjP>uhW)t-@7S{mg*2ty-TaN@F2~;!f4o?|}O&z{o05 zKTFz7`rM1SwbBqpqfKPOD%cACw8Gu%pY4+UPLAN0<&QZ>SENmS>dh`EKGfXM&3ohc zQ|pE1ma{+fAQLsmVWa; z9K!B=G*uAUn;E0m{J@)0pg5}Logx_nX1W0S05`1U2bp3t>3p-}x|`g#!@NHXmuvP) zp&i|Rup;+`;Z_JmR9xKc3c%_)u;GQBDeIJ>S8mSwVciTTDrF*?Ah3a z&xGVzg1P>sjb{dZY`ehCANog4;IS=)UmEs?5J#;Q;uL5!+KpPg##TXU`_{qoli1%1 zV-$$2%?esB^S8_q;k90ng^i0Cj1|EYj(_3eFvdpp8U=?MvIc$;na@y&v?_Z*DD>JH z-b#|UVU(qh(d=Z#?wMizN10{3(|6=|LW=j&D&r!qh!h7mm@_F$f7}2AA&*L17my>x zFnfow^CJ(cp;T6sd;5=9VoiWCYu#s^a~nOUy>7m^9kpR|SZJAJ!lq-OfN*`9DX}zw z_WPAbkEDMn%U^u)hxeI+sEwm_9^}_F=G;7ek4a`?*;q6Nlqne!d4+{Rqr!&Yd7jXD z^fa#&m+Q4ZXfz5-W?0(chS|l;c#tP6M7Y{M*M3qdJcV@_@ZG!$}#MLe)n6CKvv79lwf-mpG7l=0I^~<--JR837 zvh(;aMof?$XJ3rC5jGWok8I8=Uas5)XmC?kU7W4Hsx>RRgg+z#@;#~j@{#6}N+f47`R#H>Q2pkKTK zI!=16w9`N`+jyWN1j*QMV_|JW4%x3QBHZoTH`Bz}FDu(R-o|(OYyP2olkWQNkb?HH;o5YD7!)AmSgrccP8nGkObV^j=51 zC-1xNx@+ApzRp_KIp-;RKfg_pLPn^tytKJ#dU)4Z;Sp09`pQnsQhI2e0D4>6enFn5NWcBABpWVg(MsHlW>=ADq zG7+OJGEA^ek5-2(e&ItQyn>))<;;^=8|>i?cl#`6%rm+AQweR~EC^ zdJ0YgXC()H8fCvO)`oA!_zF1V)ivXiDiA4zALPez^nVtO2{axs8AMA!ji<$S{mHif zn@&Eccg(4Uh5o3CY=fu5-_CV2suM(nxx`qM$DK?R`Pa-H8DfUbr!$MhUvMO}%=Y~P zaBrkR&=>xl+FaWqPd2OxcV_>|!}G(ApKLe9O80R#>ZAO^}FD2XM%E zJO9#&|6=u46|wj)!xe79mt#{hQ)RNGm3l}~sN1Pmy4mobSyqKN z6d07A|D@YcnH z0N_#K;iu)Qk$C1DNoc&54q?c=9#W7%zyQ7sKA|(MrusfTr(D|WYo@%So@d$6H})GZ zg>KgZHryVE9(n+DR&fF>umT^kex9Hm_6NLrPCNsFs!*oU>+Lt~P3+r5%AY!=XkJ-7 z0H2ryUJ|Sd_gOQ7L7)OPFHb`Z2ffsR4o|a+8U^&+d z!|5?zLT6uIbKm(q{Tdg||4G+ghj&1B>z$C1gP5+_^+_~I{S8Ey zS<||~{mU}E_`ACr0o7C4^|1%NZl{|W`chNU=-6e882=p=ob2P~(F+M$X_~nFOfJ5h zodb46CzaAB(pOd%7VK?z>*6lMC|s({wHo*XGKHFNG$ISzNAPnP)KRVeC)($~cwGMm}(Cl%AV!pAJ z6?-eYmb={5ojd$(Dj=hhtC>?$xsX)c*5-ECmuCHJl^A=`iZ7iY;|Xo9cEQs?i3gGa zvy0Mfl8yS2g%wqKW9aChd}%96z2Lu_k`b`wrh{SVSc;3KV6@^;*KYSWQZ)xuUxG4g z@)(3LLp;0fvPammVG3hZy?Snk;9Nl$fKO+PCKB2<17^&UfmuvS?7CnuP;9#L_2wdI zSHx{(xWuRXx^yeu_3=wfrU}kd?43IF$0rl{L$wuu_&M}lbf+A2esK$B8r+SEe|+fp zf;bQyzcQXphg49r{&-r-HxNNWQw6zk*=(>UsEMzP;*MvROO;7Ef9oJ+pRm=8=}Go7 zpHDZt68X*+P>(x_fNqAOUU9vTW;tc*XP!BZVwlGtMEIXE@5t^#;a6(_#1l0s7agvt z2v+o=d^6g4$(aA9I_xi_jc!46{3CecsM8yzP2kenx%GPFep5s71BZS^77y+_2Z2f> z{F@j4#xYLkP5{-Xs#Oo3dJ6>|NzZ0=^P0~u$Q3;4mg%hBGfi=^RvU==^_}1eqq9C@z3=2fqIN$F!W2RZSB!@z>ACcK()05mjB8GsirRj?j*cF zR;|3lJf~S>z}KIATeLY==v)_m^@LcUuVwO)W{I#cyBhhYx{Rhyib(G!gLW{q09OB5 z*?w9AAQ)^&sOdBr-6yVhHbX6VTdXc01;hxY?==`uDybxmbkc8arh#~$em8`QEz`Nb zU%+o#HMJcPFFAj4{Vhz6Zh5e-VJ&m7OTj{n_viUtQ=9A#K#H(HiV&60>Hyt&`R5aZ zNqOLZ?|D|8cQD$;*sH-kZcDSX_WrqnIw&D}20Sw+T^ z4%(fl-QoCu%yQ1^lS)%4=Je3`iU31Abt6X4JQR7s*S3L*_Qpo2WVUPo?zee{}~p&un=H;a1Cc^Yb#c zR3X{dMd5s@HG$(0a{^2^X4Et z1?+3rqyC;9GK53>zs;G$Ju_>zTY{i9j>fh|*?$b77O(R!AEfLd?cZLX0pQXyL)rFv zDYlbS=^A7byyS%4{xW10icQm?4DQ3Gg}e`053Nv(c5pr;;wHReb*t8SCg31M@hNm< z+!~C2DbSgo?-ozlOzJMh;XfU&a@xu3Lq(AHDL#0>3`7EtuX%~)C05KJ3yg4(Ue1^f6j6c4?#`+1&OtfvtNdE}Q zniz478^uE{;_>l?e$)SD0mQnCs>O02;8#A4|7bwlflvQ2SYTyG05>Pi;lv~u4tpWN zvgRj<_$Q`I#)E&4YZF)f^r7!5tBhh5II1xk@pK>C`1;0 zQ7u19%Q3&25a9o^A6h&!E-mM@lvNxxETg8FsLv>anW|nPD?#0)QU}CI&ip>R(p6_0 zYzGDrEA%HJEA%c@czkDo=YccuwR|>XKv{)wz$!_Gmk4caLHK1&!LBmF#1GV-DF@4_ z`T>}>mGuK@R=D9HCNx(7JNT}PAuY_!Jm`9_{{1rsL^BOG8^(Db0l%2Khw!`M>qAqDYzqM>q^Hn_25?gQO z=~2QSicy08n4Yac-5}B8hFjQAOQ`PZpmNP}5m^I)_`SS+lXLQZdgR_?6r9r$w4+IL zFexYL;Kt6Ju~vY)+>`@W^2ua;M!zG6IP#myGn80k5`Z?K=`U;*nQiVtdK!6@*y1~JA ziaV)57YzDq^m*NBsXMmX#dvKAR>D`*P$mavR4+o>4xfep=d$~J#N|Ms?4;tUgy*1a zj8~?|5dJUj&ti1rint$55WV=KvR20_ngLV7@{<%qr90B!nS;{J;Os~`P zHytqw%-tUpXum|*{npQ~(BUS{`quZ%WIHb_mBz&#h)i}tsX<6A*ITa<_G1w@B&fTx zMK_=nIsN(7x)w!nd|#pUqpvJ<>>@-hBmeW=cX?h4n}@~maPs;o-n9k8Iqw$~9~$lF z^+vlKG%uoT788Ac+U-kO+f{DVDJtkmy)3Q$Yii2G3qkf7w4Etj6UR!}thr>9Jg z8@L-6Z?3Na-9-*oXBamR;N7MN{GyvQelc6^&>6PplN>hR07ZFj#ptG|f(RGxJDXTD z=jSUg*aTm`#kCb|j3_3#!*0{1(F)&mH^dX_Q;f-YrxT+*{gpAija*h734enq0uwSz zSh`(W)DD{P(IM^Ds^0mm>iqr!voRlScA=0V;{!>~+gA#%j*7FGN^7iC>&X3ho_Vqc zOFRC56{%HjbRlQ%A#2~RLu&qAkW!SndRWs7vQ(%{~}7~%Yy4T+qkQ5ws?i6fAf z@k#WA-%J|-<72&>0-&@=vP+45k$_#mE3`MBf*?A-Y)Lz$Lt>T^^@1KMyn3?igP~(y zJn`uVRqCPGZXTaxtOsVhyuk^hjj`E#5(?uF(G(nyX7G`+RC4>I)tV7u&n zSK^kANz0SFSM)OyIKLuTAGs^SswL_ps$Qqj>8}dlF9)lI9*qMV8h6k`#UW=1^NeScYf;`d?Qx zXIbK%0E*_hY@?boqX@CSPwYEt_2{-x>sf9rABMrU+r9Vi@34y~a`%+Ysfnc#rfDJ% zS%76RwIbAtD^vgyI%aoefZ$lFUbOf@%$<5<58}L5!wwb0rFhYd0}D9F+V!vhYJA`^ zbUCn6c)_9HmHC~NzsC>36A`N*7YQI>a-@>%_+!9D%jd260XkPqn;eNhqWp}letwqW zo5vC-;^5-xvrRNmzp|xa+j2T!jDog!F{BKP{m7Kn-XAmHZtLcS%#FO6V`rQ%y{JuZ@mT2`Vge17eB@{6Hw*$nhw0Rc=h9yJqbQ%4=KE=d~;nyZ5 zqZbRX(H|DrFHLN#Pe-68QG<>1xH)EqcA_J?II?@D)oDoJri-vboSZJ_2Sh*BqsOOhR((x!fbw<2U& zO!!fFAPb5OTeW`a!%no9hS|K%NSQ07U~?F2{KfY-WUbHd^XO#jdB#^$rw!26k$6~j zGjB&m;e9@8iGs7ro-G1xW*mgTcJ;_1e%w_&@5#ix^gFqPE5uA8r&mZ9D)&iQ!*`>F zp9cdC4!mS>{s$zLby4CU20q9*RJNr;8-Qj4(E#N2X;(?){^QG*nx4e2CTknd4KSHxHxoox#Fj1uFFJw@ zg!iKxJk7Byed0;!-CT0&%-T=F{fsKHjePa#P>5U-MV;LIOa}vf{xcFS*Hivx)hfF! zHz?I_hNv0QudtsSFUODGX2-9}q29r><;f5x&re}9P9yK`|K$SnhfLL-6~LA~URVyo zlm+Ne5rpfkp%Tn-uHsxHVDvh!W-rT&q&u)$BKM57Aa?Vqkc^wF)kPtMl)Lnkgi~qR zt{CQAXf_v|R`D?By)709xvZ7%)Z$yjTwY%xJ|h+K=Aeq1wG$I=Ef3N5tP; z3*9XtE}h1Itx{FC3d!>{j1?CRWPYdxH*?VrD}=sgyG{>V1N?12r(5^E@-sdvR0E5& zI`BIF~!ipWOzsxaGE?bH4N)C{%=J-hk>HN^310 zES5m;Zln68k|8cNuJzl50iQja*!dw2B^GZ>IvuLWRoNc38;wV9euGd;ZOBwxQCy#( z@NcZH58){o69|{JDBYja9x&Hhs>A>SmhYR(_M%`<(jwUon#9w78I|b30$`~lgY>crb^TKiZ}C9pn*(5_v^cZ7tADFakyV#;*&_#q zhvKDpwR(?M*G2R=th06z#QtLqy#G=o6DWC3AF1ZXF5hqZsPHlvPrQZ;$6`)5&dXx^ z@+ltB^&eHw6vEf+i|foz;GzopzJ|N{pv{Yg0ynv`s`pJUeKRN5x`P`uw`MMfJkO0L?F( zck;-}4`kgMp2;IH*WB@-Hnrq!EA#PI!tcoAX3NLt#Y0M-`a2ZOSg!fP`;RHI%3{iQ zv(-w>k|L+NO-HPrI#7JrQ-B3X0yp&c{{<#Pe5M}V?OeEoepkF`9CeY%dps(1lvWp! zA=r~&mHiyc{!1=E*@Hs9RGGmE=z8C*7#5KqGuL7=2F3hnzAjG*V#u2y#)IEtfhOnuWZ8jUCmp1Qe z1vr{V6pXgL<`ftjlF4G&zZW`>RvmcQ7*2dffnZApQG7JQL05y4(YUzhwNzyJ9;S2e zK6OR2kLojA<0E{DQXk)vj1{y&)cj}OMsz;hEd2T6(ZHv0609nPBZ1_4zFw8I(9ZsN zx6;5l5fTJR5x*MIQ6=HWVquE5%;}3_J$hIsxn{Ngl-j)`_xNKHiaLDCj;`SN?^f(k zdjQ7oFaZ9`E%KE3dy2C&j4+hYK+7oh%;hW2a3!SYQrYcE=ZXrJ+Rc;ZB_@ASYocD< zP&+Ek#<~Cw{F#1Jk;<&~A;q~Lv~vHIW2rRTlCmkkSwvkfrAzLYe2)5cwTRqbWh5hA zd6HXZmsOHdz31b-*$4Y5jvG9~i@`Y*r#1+12;@RJVwCAZ2ISs355AL8Wpmt8*@wWV z>Hwm%3hHUSEsjx3o0NX+xWduH-Z*z!CAw*24cwxPAhXQGD+N!XkY>LHk6h;mFV?SX zZUl2xUfR>F=bFV6-K*TDt0)u(Wud%RBnwo%B*ISpgY0 zlSl>6wyEIRAll7)=M7A1)noSRy^MY-x$Nlmx%ug1E%_ng&wVU|6Ze^lJcO;>^nYaP z;-*gDZG0u6kfGdf!g$3@R`!JW0X61XVH?fIR?Y^;Pc+S)&HWpX6Ch?mo(V#gmJ`=_ zL3WXa0tmqnkAeMdmB4CmLT|5}qWI{i0MtQJeM>I89-8?dEXKGTPjoC2MFlaDC5^kT z-Jg+qBfDD#3J;K-RRtSK)y~wzh~&rH`F7*JJMt-YfX&9Gao-pv?tO!VWwYFG&NQIUKM8e z#piWIBw0Y6VO9GD?YgDtiPij5BLr?nK+MAsWHt%TLj8m7+S4^6KWLpctKvwW&7v0y$(wr-Ru4`0wwL<3DPTV_*{vXa|3&j@40F%Qe<}dJ zB*Jvl(c>;TOL^o0+0&^Hg6ZGfCzRJE1Fv3JA6^)vV;>zvvyv&C0W9lFj$4GR-#@PJ zZkU(wj$o^;W~BQ*@ThpX^?cYs)&`pKo2Jxei0Sb&5pBT_yHOB4KY+vJxTE}Jj1zJQ`|Q!eNfhl?F%0jt&@ z*fHglZ3f$EEzHt%4~TuK33QPE0qqFIbuk7!*M2ZmLV}OFWE#^vRq*K%{>T7h>b!wX z?{2lVnQPc=vVTYHA@yo9!e27t9r-)YS(I4|4zlXmJY|w_??q}r)7{=85eOS-;c)35 z)fcr&WWr(zucaa?J?k+xqijk}mL)5=#URx-4a3FqX&8S~(m9-6*RQcHz)2f>7ik~J z2bG<#ACwT9PSNv9eC3^^rLS#4mb2sd4|(-rsV9%ep#V?nE4}q>$;}Q7XUlFZI6z76Mx(x+w$IuW)Rkjg~w;;+AJA4b2}KdvB4--vzy# zuBNixFDRy8@?hi7xw!T>KWrW~$KDhdN$eEB)_h|SmWNj1Dy-1}3;UDh#^MsQUe6#T zPTbSN+RbBL*`OaoL$MNYIQ$3*VVRQPnME&}8*UtWZRTkV(JPzN^!XwEXRa<`$;B3S zjMS=Ze6&jQ=mjF0-nzJzuPxQB4)h#EB+h-!)=V);v^0@nO@vfH?ijXeVRlr$W;}+L zqyH6l)q)2ItF#?DZN%0pr7dMI2L5mABjtjOBy4w^Kss2-L=>&)1(JHVue|HzCF&9A zCtU?l{orws&E)~2pX|91$YPs3gi0P3Cnv;}Nxylsjy^p;B zvuY)W&@ka)@$flh1U?#sN?SfBP=4`rl+CK1tL5h(3q`dk)mKZkKhXem`~1IrjZo^5 zXHdeIv98?KZ`wzq$)3xfQLZ@v873#{CIQ^n?ImeZ36tY8%w{C`W15t_}#aewMf z70XE;IsDzPl8FIi+NRFe+`p3XF415Nip!g{RS`cgfyf!Ots)xwAg^>7$qCgOcHfq5 z$JQSnZl=P-6%ZrEaZyIWl1K!jdfLoKmgT=M%}?UvDzlKj&X!+(OSJnmVJr8I1x#aJ zc!nl*mzhKMs`1N|Mm~|rYnXjY+wvC4ZFpcmydQUwq3jwzO@h+g)*Q@d$(C~vILr}nJ^NLF5DtaLm#R`}=?74~_``}iNzgsMIQ){v6Lcd@2B z*K-}_rGX}q9>WBRm%r6An^0^AV>5J`0sTj=U7>+1J@CIWO&QE|lu@hV7NbrIkRaRR zlED9RYUa-2XABq@CVy-euPyL+nC>suj<=$YGE1!Lst6T&+pt5iigI8C{T!SZ8&rLD z^%?m%N);6g(p-FFWlSdbe%=R2O_@%#WS$?m{Mv=?sGG1t69RyzU(9+vRN5vVYvOIY z&>WjeZY_=VQPMc-a<7S9XH$Z00FwAg0~T!Ex~X0|lx!oN`SBGIGf#|d0w9#w-8Eq@ zu%G;r7~~m8fMh>r+JSy9dC&#TSE+yVi3E=RPN*WZJCl08;TJs}iGv&KlcrUcr4#fL zTD4u#>U~%HG4rS|cNV>6nRM|xV|Rw-_976thtfR=_m>SAnB`?<9AFepGE8uK{;lJ6tWVP|{nDHtx@A-4ec(xkBt|`F(Gm)iBCt@m zQC50sA$99$)#WrAPnRYg)_@N|{xWUckadZ+GM@MRjgbQStYp7b#oA^s*)^ci8YXw1 ztvpd_49pmPhjg0q28)fs=u|^jG z8Iqhtqcbiyv^SrTHGKOHw>7j#=NMmC>AG=>w&*q_Z-7SwDe9IFx$F`;M&4FoRf95b z={ERlGU@l1(c83g^Vs$LR+?8~-6S;%zP*;5a$du7R9ZcbB2z{4c2j<`ap@i2q{6Vl z4_ff@)+T4UlH!u49|l3mp#<4BzZ7iZKFT^+kvhMRT3bE~>XPjL7``HUra)le8c2AL?P+=PZQ5CMT0hooJ%oTo>U)i9Hb=XnguQ zYGq^Y*Gv_u`V>i`EpegE9*qtZOPc zFC)AMY(^%mZtxSgaLihSqqP#-&+_=T-wBy9su~**9Pe)-K~IpK4@G;51Czr@D5-|l8$=zaOOdk zQS!SBWD@Gd_@eezruS(tABt+3TAfP!pwPm($ypv z6f;)%Z#7C%G|@a;0;TN#ZG)Bb;rEzRQ~vS~{G4Xm_&#KGC(^pTI_`oy>EZLgQ~#l- zx3^|%NJR^Ce<81CGe;Z+XYnU!Z$;a zOpr{EfO+8b7)L;SqaC&dg~o*Nya| z`_J;{*>Ryv61?-(Q05=`DAk{*K3Xxz(4Zdl7p~6=rq$xBgj9Ey-m`YVeQHK~qt>o% z+@!r5z3-5O2V?J>fHwBlrp!TdT-k%?>n}&3SLVv)@!m5ua8)-d0~fAp(;^CPNT@da zT~vq66i=^^M_ldWd2m@4V>p?ASn(rPmex-B6|d8jvRqZIyi&c=X!=j3E#d8lPp$24 zj$j8gRXiZgoSHiI*55wOsla}UkC53LFQ#S*QMqV(@sBA}9axjiI+`DJ*w}s5br9N7 z%{qJGnFS!w=xq73KN%1Phx~rOu`aR?aw>JXZkycq{BYu# zMvkf}duuT|Og0$3eWufoKvRME1E{p9syZmil{R_JdTy|+c8HbHh6N;=G7C;-*)3g{ z?OflIg2lJn+`zsG1&jn=mvEYimEUmsa+S~_1upyAwc{TQf0w9Qr=00w{ZnkG zVZysxsW};G#!C+4euu%jUluL5trSLaXf3ks1an}kD%#x&DdIynGaMpgR8g++HL0#o z8rp8c!4VPnkBlbkrHSDbk;L&P+8AltwS{wOOj*uk+ii-~RZ3j^S4kRyi!^7-_K3K* z4~i9jZ&g&jJ@+}eKC#<36+)bl-@yx$-f8}z1vA|MPqK9RL zNZ#SmpV>_^`UiCzS{uz_Gw?vvWP17bW$*rIR*Dpd4Jg{7ulC;eL0jmOiVHab`hIHyhF zd5%8J(KMORp<4P3@kG0a?oaKbcK^#bD2;oF1Rj3un`eh*S-oO{JVUB;{5W6;HuNZhD-U{7^$2fj73Wq{Yvyva}8~&nB-?f49;g7 z@J>Zt*fd-JfbN1CVGYuUTjBA=%pdfGOrkZx+H1Cu#+jzRD@p_(f?poUOk2mZe&G^u z@Lgy3t~5vEv*XF#^#Q9V3MW9`ip-YJZcmo5RpLIm36PY9r-wH>%)3AZ@De(Z^l6OC zw6aXDH2***QD`iyHz1W%tx>r5m?M_sfbUx4Kcs{W**1wo+FAHzwAZp0;bGTAy6w zZoWN8{p$s)$Xqy$WQX^90f0&2NiZr+QM>H1>RHr8O6Q_$WRVv_{D_YG*<;P5$zB{pMvgxaNJ{rF9yWM z{boc_Z?t&KzRdP|oc!Z6mX)`gojTpg!;GG|8UY!t@h)ClmCNtw`m>z8XN=+D%&$nK zhJFViDd7%gUu6kzfq`8PNJEYMfbKEP`rJJ03GuppV07*Y{if|xYuE?GH|seDX!#zP zoZYkISd`}I+?LtJJw;xNJf@GhV&$*WdmrUhzQdOXOG=t-Yn$Si%BIAD5Kw20JucrbC3>0aWIt#`+u#5;0O1<{*lq|Fg#?dmC6*5?}E zs6WnxMFCi)l(Slcx(jzgW#Q7JQ#7zXwC&ZlQAc{F|5~icUqNXmioLOlw#zA6v%t@r zG~6tb5(=2OI|@0Wu4$={eUO674{$WH6ie(l+4o?BV4mlQ>AKT1{^NfsgkgByPP%C1cyUaX3rS9K7dM%o! z%CIfQO}K~&%m$3nu5VgY?Y>m!o@9CpV74SH+wRdFk>1SLT$KoBpM~*X*FLo+e#ts) zKVqzeVNy+HJD8=Wj4z0j>eZ0bem_!WVJ583zfL#@wPI3=a(x(|D3wt%gRh0CIj~;9b{1;Ieq%zj$EU+;l!3hF_9}U66>5}o1=x-=aooI z4&r2YKh0-1imb@R$IjKg5BuCUX?KSevP9Yw`ZiY)`-!v`r8=BL5gXLYCzLELd#ZMv zi81&3^EyAOvEwTs-(6sb>fymW%&^@l9`G0F(?2K;0UtHNS^eu{)8$67qNVNjX2c`q zfS2`)kI;|PeViK!6b7T1xDf`NS&tVY!khB~L!Nzi@mRc`!#Cr{ESU8+qqVODJh*Kg=FP~pOp~3vT?>abPG;s%_)x@eD>_@#C4ouv{ zrr{Q1{^z^1k+n-Zt;l#-3xRB$J0mRM9aFqT0oPhC*IZHWXM?7?KR(xEA;BN}0#G&~ zC@Q>}o@2~T`2khao!VSSIEq zKYwvI|B<5I)D&OuT+nAYbI)W7V6mH`vL6NmsI97VX@bH%NDI>bHeP~{S$cOSv)Ju8 zE@XD=3X&tu8MiD~%xFNgk_z#7;WWKo6L%~M#Zd5msr|O}oVBmVClEF=ms{=6G>_%k z{K##l4d}$$t?QjmDzBmhc{)aY7Yk$Ku7AdKiy#2A*Ob4NhIg132kVz@PKt!A`w|Cv zXkGk&2aKG>Y)sWh=sv~|r@G^Y5@hAm{i^@5O|P7*UoY@V`)Xr%{)KgC0W{z0X6OT176_3gKN7H%$c+1EEE zqv-_4f%XXd5aP;gfLzB?r#01xpAZi_lg38+`9FWBhFGet2*Gt_&@1k^h$+eLDEV$H?5i$@W&G9&0?>eblCV^SgO7EjiUt{Sm2zYci3lBqUtE2U@!fKdg z`(^Y-ukVHMyHh-ie91oKSh%$Txlx|J|8Zr9R#2 zUolh*8i&CaNn|>`&UMxF;UlRwdIfNSrNKeV^D5U!r8YbeiGur1+F9)=S`IHQ;krPB ziKxPX3p1W}VqGESlU5h7Af~tv1b#rs=A@LanB;Ho4Rps$&Oc_kmQF6$kSQy^&jidC z5{mp+16LhOKw6zovxJrZUM+K7$TVaLl|WR2IyGw?EA1C~82#rm^SP+~G{}@AWkT$d z?7S-{^V4~_Va?5ldAoP|~8XN$hUSB3rWH`S3C>1eMB zhdBkSO%!*N;WPe96$fZs5acLTYQFrc1o97irXs1T&;HAj z&N10eSx9pM6K==15~f0FDZv;8-z_yO^1yC`STRALxKY79Gk90iS|e=e={8wVZ&saF znypZS(CMFlsEeWo5%)MhSe$Vx-}1PBUH|Km-yNjgc!~7btP}@Wk`L1cFM!h$)DfP( zx7)_sgo+#P@Aryl9QWzV#FA9y;q7h$@o)R(>!AtFcy(B(Yk@&#d*naycG(<{o~yAj zsMHwI=VnHVEqBag2EY&p~D}bb1fZfgE*D=FoRrWmqVx(+%)Lm z%C#+>dvp12Z&{Z{=W}Xq$XiLZ#Mqi&M@e5a^Fhyf>;iPztdc*oE^0?~yh=o&k}f7a zyl-bgtF6g>>sZn3Xe}3ul=r-qnZ}{2%`q!kHQAIPlJ%c>SM;@1yho64e4Op(VQ>4 z4C%323`mUXn7XbLaAXSn%tGfL9?8~%`=>WOJ_TDd-~i7yS~VI`y9MKiCf2%sO? zhCnOmr<%X<4klz2G$<^wiT5Y#Gt^xgktPRZes>hMIWmcNdgaFiv6+ugRbibI!A!U+ z&+H$cj?UpyM`cIFK$O$Cf}6n%IH+O8Dz*fz?Wn=gQXA^6Bw6N@RU zi)NFvsp3ke$d3U&@^;#m$%C($INJk9?jdA5{J%L0uLq5@d2PST{`R~Mjag-OX7jdv z{O@L4V@#`EHhk3W>kV_Y&XA#q_H9qV=Q*Bjd0w}O(r*WBWr98ouRt#Qi>PKpj|F04 zR*vCqSSSilVC?I$x4yz6)~aEmhGV7)wbU2w4{B58p5fD#JqtlPCZYr;8M7o6ZZpy0 z@41syrj~udIc~>Ly7YYXR69k3A!Ty8jt{^1c_^5RJ{>N_;|zl@<#?-Om^ww01@o{i zG?LgMc+sKzUq^H>c@iqIinxBj!e96E#PHXDalE`+46y8tF~pl;vAC^2y`&tZITHqd zHK!b2lzR&k(fsHGzU!@{#{N>06{DsgF2VNGSvgfigjuTF(PY1>#9dADQ} z_evwWHWu4PV1783Q0_yoSoZjyy)dQIla`OIwk$fgjh><|-T*lNDf_!^)+F4t8X?jcY5akK9m5vX@ajion+u0AIr3MLzUT zq)`HSEb;xXf{-S@8mGd6?sEP90LimIm$%`kLN-rMiJv7s+sJGlZrw{Vwx`9r;WP-0ymcZ-9@)E&Z*^r(4z9x|ICxTY zek~4A-Ma!TWysq^T-r!1ZCd6b(|*0%2h!w^V&Z+=ej;cuDFW0&pJ%Gb8Sk)z$lj1h zocBt$RnGTywf=~T)7m@+;9F9zr%!fFUEdU3h$2pQOz6<~-+#5^ek<;H0d4R+RRaB& z$L4vbjy-gpntCock3~KVBj+YQ9CA!5FktFfS?Pwt@~^zL`;TXT`~zBjM9ZP2i=1Db zeSBYS=t93;UBJ-Tx-KWhZBfl#j)h>Lwdi6tiqsi#AaTatM4z<2*K1WK!J;_M75u$k zi_IH5Qv4eo)sg89Z+>LPMft_lj@2x0HomD3i-P_(_OF3kc27{$f=*uPVv64oyGHRu z00Pdsi1D$vwY3||IvLG|dobsks49y10TBbwqmhs& z#_{~rn5s%OY#PW zjGNYERbu}w);tK$UUQzP$15%f5qM@-pwPRUh!rr@San3X)_Y0V86#b&+Urryue8}) zfaP-0?^TwEDQq_>KL995@z1^mwxiIMXR`ZyUxTk;S@oHH zlB__QPQ3YFSy`+}UhWZa_Es`HoC%ZKLAxfZXOyoiIz6`+55sRWgaa^I( zmo=G2IS3F^8=#o&9^0CpQty;{vFq_*tAN`)iYmOi=UlSop611%E@NdrcsHbeKp!jw zaJtXYEa*1N1F^+L12*OAW8*^esPp;vij{*6l|8!Uq)3|_z;w$Cc}%wxjLYHts>$oI z=0_auO{EZx!uB);&Q~48-b#eVG6co#euT8Tk)AXG(JvNxF^HfWM35(((sHQSbzkdC z42KtC`W7ebBBk~8n$bT*UYs`S8&W05!Ky=J<`N>?y8{8n!V4LJPeQ*~*Re67x3w2S zguz?Y>p8=8l1sj8U+9yU&-{!P6{kRz_P?9<+wbp$LJDkY52d|7`SE3$k;4Q2D6~5? zopNXq>S`_z;*I=9f{iB7qoWzeiq1XqC+ooe@-j)mAch-tb{^}d1#>Ny&(u>?qx$tH z`ow?zei}cIgo`L*c0frt1;XYBHahPYMlx|9rw5WB1te4RqH$2dMVn zau7fnp$ZpDj}poPiu3Z#WcGQ@>5gGeEv2Z~a)8z;1GI1AnQVa*WUwjU>WCeQJCeK& zY-pR!yG)0az`%Tvd&e>!O6_R`e|uYsyw}!FYHQ9U7$Irn5m0y}hd0xD)}TJ!5%<@@ zA;EYMwrc1_E|;eu|8}TMIs%YSZmvuT2yzqZ=Q7p&a0FClLgy4ozu6XH=GSdWR4JO) z+NOP4q-A`*nIjz5_Qo1`c+D#Jf&!=|R6^8F%(M+knTHrEm@)FVqwi5`rgvXWg-Den zD=REaXQ(_a>PTM{b5Vwq`GhY1(Tr;~=~{Iw|5oL6WZ|3E*ygSAifOgO1*Y$_z=ZJ~ zmZ6!hzSuHi_k4*R%{{abFu*$OfG7FH{rz{4#tz*ABg*tIF_G=X0?wK@duiC%=r7@+ zX2$Buzi^=qZgpuy*-7l5Wf;q2TIPe?9?J4;VSJQ=T{dHr&yxT`g$bE+M*+e`nGk|Q z!1~s3;x!&L90Rw>&S8q$pS5mAj#31wUh>P@zv$%E@08ja6B$$aoO)jBJ*j?)a;~fN zDxbn{p!}Dx*<9Op>OXkU2E4wR$7dhfJrUp5RYRzc?Z&xbmHUg{^DciDB5yEz_oaBK zx(?c4h5C)UojO`g)8M>Fwq7Zcw=ddPN#Aew86R0JQ_ea$9bWmgUoXaQst`5qRt@S> zE@Jj;;mbepI>%{Op+67@h$~4t7(EsRIBI3 zAp&&a8Q+|BuDrJH=ZGn?zC2n3JR3{eZ{=i-UcW z{TF*XPE?{9gUbJ*=_>r;{^LK!)K_o1W0+>9+opyM)45~f^oi-1>24E;$?54jxzlY< zGfYgJICbjx+3)xG{SEiI*X#XyW-RmT@U^>yEwX@7`Y&NtDrLI^C-l{qm61%Mn00Pu z^fVwZDy@)@T|@kiR8RoM4yjE_37`pT1Zm~ty`^Hd^XA;5mZHKK)mS$_tfwiRi)(O> zrBi6{9@R{5#7H~`ATrBK11#SGb+Koo`#=_%9o4Sm0ZM{=<_D=$oRGp&fF*`-)iwLm z{fPVbY*>3q$x0Y&Sp7*~F*&f_liu#As?(p}iuUXrfjSk2PffA1QJWYgp`#1W@fd!q zlVW_xy>Z)}jl3Md=Om??Zv@krbp488v=3}U73zMh{uHsziF|}t@=%Jlw`kpF@~t@c zQLFW^xaNZ~f&0w%<&`E<|3<-^FLHUh&D->!1I_Oh0+R|3VV|FqB)WHEKlhkQ1`XZK zi>W$*lCjPjt(zJGPEU8RiFa&L?`r^Odk}D1w154)Yd^R@nB~!8nhrdYNXCZBGc`K9 zVDbZ~Wp3!+CfevZeaSyf^-Rsjp!7X`rZ+=^8felLXF^4$Acnmb0i1}*Z}ZHKI-r^_ zhL0)}d}`mM9-50riEP|*sQ7-Iw}O+GzWqL74m zjS*58Xe=Q-JtIad*S6)xN|foi#j%T^ezGh?Fa{h*qTc#l+`WdXNDqA>w)Or9?w-%d z`Fm8n^#*OKNh%rYl9$O|gIMlv=*Z!CNRX(Eqkv2p)~cH0o)PZ20#e5L3L)+S0xWjc z1dNaSuFvP3)T%2LBDmn4%&#Fj&$s#8Udu+ft!fd;8t}(TYFDnWHb$jPxAEPLQnn#s zH(F2nv=|5pB;0y_1|^;)f+gy7$sKcSiSm(?Ogcic3ve&BlPt5>UHtfp2$MDR+_`%chRMoShtJy2HOMm#Y}M%eoM7rApgG z@3L*@OC7a*W6R4{iZz=!xW0ZfyKu+u`(Ne8iR zK)`HMH^7=8-SB(8Ej@uE!nV@ZV*riwnp>p30+YCWP5IR-ysm9Y-VSFz=@R6QT9V={yK1_(JrvVO2#e}M!#2g==A(zDPTD@4^g zoOQTE>f(Qo9;h2XE`X|77^3swj=Ve58L`|ggF59?KD)Ynb%({CS~W}+4+Ws9z53B> z`Z^xL=*8B$3)y3qeX64vuTdKU*;I>mRM1%%Ab|&1yuvlgJkAip0Msi1-*;3NJp(a3 zlbrA;{-kT637yYs4UPPZ#N}BQqZxpm!{$*%zbUOJ(^gE}^Nft5{}~ASyDb%Mv>NXJ z?bAhLcK;uQ_8k*Ewlr_^Ztlb3JDv^GdG*%nA=~Fhii8X`P5etfCWOlWu9PYAB{y&g z4qx|F@Y@`MzN%-LqZ@)8S2;agWm=E52?=y4mCoO)#oK4+q)nu{00?t2j@ugyWp2`T z)N(<0gpNFZ6;ULE2xSs6*L#e3?qJpOJf$_v3hYcsI+h#;=MyI=_e&rbVjw0YB*)#r zBH;Y()UU301T^J~{3}A71Q-|i`FRw|3^x5_67(!APve~~*BbF&l;*I4)3KhMqIYe* zURlx?OVO~&V!59(vm+kSQyZftNGqBISl}$mTMAu^1jpZ@2kO{lK1cLhkOyv1wPyeg z)u8e!=(*UkYajb2Yp2)E?LH-`A!no)Z{!BT;J+YY1Pj4lJKifLP{=p3mNoBqX2tgR z{maPlZj9F-#O=btkOIOF>QJJ2%odDTmKl?n^hjI58k$SI+<*_xssr`5O-HGN^9tLJ zPs6IUyrT1Mhm4O_V?8l^7Mtoe=ieKc{W`}FSqK5$gH8z?`qaG$wHV+^J5`%^xsnPCw-hku;WtoO}f*0&(^nALQJ{4 z`tn5y0)D+WB@Qy_c|4lZ`srgBuTuu0iJ=Z>Pb;|wvuW)DPGz5pl~VH1UPODUKIE;r zt&_YQsegG@m3DEML3MrnY5CTNsxM~7RNj2xy|uj0ch7!DUlN;q0DN)7pFXxY(E2m3 zWg~PQ#b8WQKl&<#8t)?tPGtcjy~S~!jumKH!{JMws#p}ej1qz+QT3}OeJS-rL7YI_ z*YnIO4x^~tw{kZN6JC%cuhK4>{kb1{aFhe4S5=g6?NiWGe&&V0I`{$B&(jUtYA%A` zpC5*4;ac9P5pOJ0lDF6}h6R>cSKVeMVDgOYOP@a|&2w8j(c_teod!L*Lq^a6Yrfz4 z?wrk^wx~3#$nxxQ=q|~~1dWLbcWRGJtkMAb(RP!r%AfE~A6I))Nv3^Wfya#5a;N!X z6C0gIk2>fsn@XGAZu_t6xmlGm8*9FQZN4zpcT>($#xyxZcG z+q=R+RdRgLd?HS>5qKD4K$g;Rog070(m#Wt*{NB;q#pzMJVrZt1i6cW8NUBC^`CaF z&ntH&6YJuKI{!9=n1$i}|89up4UXqv)t!?Y+W97TlOe;qiRVBGNj2{RMlsT?JK~Co zeTZx5iGP{LT{6-EP&9KN`?6b?w&E+NO5V61$) zf1i5QyXfA0)`SOtY zM__eDiKb1`T3DJL&oHcshx_U;2Xm^DU(~!C$67(GV%dRNbg*E^gM2=BuO;m6Vo4jv z6El;P&HdCbl_BJEyJ6n`S>Q;*s@xYb&Mln_GNd@M7dJ zkVn@h1JX|NW%}%yVU0~HVUZ|j;}d0;t=F4jza=@i*sE|^-@(E~?n@7jID%z}UZ)i| zPc>rr3~T9H`7$7E9d^Uhn#baTAY$vYSxm!^5FBCB0ow<(iS<7mRMcI zhiN67ydz9XsZ%Ri#6}6L&BSI7GZJe?E@O4~ zv2@h0BfTF&Nc=5-IPalp+cN^oUD7;0h^ymo>RhnknAfdYT(%){U3rity`G;ZhXn9V;V z|E!y_3i0R_5;jfklbtoky1Zlo@2>4ZG9l}Hcx1KAZ6U!gCd}As30l-(6;qRqQQRs6)xD5`b+ktSSYIf{3(WIvCTuFh zLWy_6>TS@*A>_RnXEFFR)4cQXyNO%2+Qzg|z-)1eU_?=(?d`{l6PlYuu$s3tPUA0% zALYKPtVG3^`l~cc73C_<^@mu3{-w1?iT1?vZ@)QXhU#z+N-WOgfT$LMUgssMf1%yQ z^?a#WOSx|Mvzv?Htyy$zE{O{qsu}==H+xe1q*l4^y?WDkYpVYGJ=j3{`~!xhoX`WN zUnlzBC5D$}nN z25elr^2?q?Y4>-nB*FG&e&Gf5n5Lg{?hc`-@7SokB2M^KcPmF&Zv1vxI6C@oYu!Q@ zA)({R0+oMSoHVCh-Zv}#?#Q%20+C0$nSK9c8kj2fQHEKiwYO~|K4Y#)aq;R}f`~$wI z2Xg5ZO<=(@WB$Fo4naQ7P!w*|c_@TVzZ$5umV9}?JVr&4{8uWViE&AM?G469iH|Y- zhf2l!V4w|pMLb&xGU9XmC2djQ&UqB>?yO<{L2XBE|It!YozC&>^cwN+Ghpu1Qfg*w zjtt(lqD(ShjfL|yBKfY`#1R|?aZB$IU zfvv4kLbHsR@Kh}I;CYuoY>E?BsicRIQbg@DRZ`1<+N_0tN&>=vt#SiNO?f8+UxPXZ z%%bCzPL;P%1I7>h{8O{*kj?oPhrOF6n{1~`$vnz=tjUBOGbd4*bxL{i;an2o^8aW+ z5K3H4X2W2tl;{V(9Nkdw>HX%38RK9GZIloZhF+*LHdgY0*Nr^y-SF6- zjaap-0BGxF`QACK>>+Xf+|-iG)&YzehyoVFASP)}0|;|g=^Sgac%dXG#uOK0Aq`KN zR9v56mA>Nh*3$rm>c!VVkCW5GSmGLbsj<;umv!j~uYuGqKZHeAD*lJIsuCFJ80x!pD zpt1gE!ih}{?Rv(PZ{JLkvIS`=en|*KeJhPj2`vhFB8r7^3lvgZZI#FVT+EFo&1RRw zR29ICVI?eV%9Qj99ktiu9|J)?PkvJf-j;tF1ev2nJ^%!o71iygncH~gbqbytNv5hy<>og(U8u^VkPOnZOD^k_m1(FXDzQR)H94 zN!IRjc2+bR&Wt@&g*h{~MBJH8^ZD zn%8mFeOX|wC(^cK`P$*1cF^ah<#m1lLNaEB{uY=$%tFSxuykCsDD;kwmwbZ9GE0{A z%G&M#ejUGHVsbqzX(i>w-opnw(?~n;0VGXgg1^+O5<)m5Kz?(K02+@u1{%|yGWEcjMtW^fiY|nT&3#)@%`$f%zThJ z?ob`k1C~=jc)SYmFF$aIGc}%QksU;FHxY=Xmx-=2Njch+w)uRnR;!s@)d;(X05_y( z(OiMM@s;0)z;MFsnDnc-(>4M{s$F?G0UVV#EHtIyP~}U}c8NwiC@O1o#$NbQSI+_m za~atX$JK(an+(ISpX!ZW&Ss!TbpXf5Xx~@{4$MtDp`C8ryFKmg7{EP8dMA_Tw~2k2 z4loV=Rv^&FaU?hqb@SKFF^9@G#d2HkN_gieFfV;mL<^6OZzt+EPSyk5>r-BR_#e;A zvj-jeq`WYtaNO+8Cv%=)D(ObbY*i@cYoet$Uk)#&y3VBb43>7-958!q5-d;|B~fXy zWWH`pDkqVQNWJ&h^J~Z9VyM4&i;o_##Ku}V%nS?2e}09O?ydu@@bHu4#{%5=?JBI7 z`u{iZ=bDT(jjEjTk7s)NB3ek%{iIFh^rl-cdYljabomc33{=;2<`TPE82yiXC`yk> z4#}xBTx5X~y5^rpmO&&q1yCCc!$or?fSakD>*&|p8IoWVD?iaxHxW58-A!L4BTKl-%jks%TFzA8Xz-*GPwmXd>ssCZ@4d&d6i8%4w?O3AJH z#RLDq27qfOr&$JSXc#6|w()hZ8Q)DDwlvCX{zH94s~U3a8@p8rnKS%>Qc-C)N{$tN zrYB9N+q}f@9^>k1ZP;eAR>tDUs?aRC`4GN6qHbvYL&`J}vwNHoWp zi)L+bFlPV<2UvtsW+byHY?H(C9cgmt`s3vqj`-IMpGWQaxp8E9i4+rV-bfhp95O#Q z3cp^3{E8H1N@TYi8UGfhRQ@=U`jKDN=hdeJ{YDtrv6@2^r1cu@ZM5DnL_D15!=FrL zx+5K2+V2#Fd97Sj5DmVm=UsCTUaBLAK*_<$BhJNlZ{?rU3t~M;EV&C^vJ`Ezhl-O- z+A|7WuqoN!>OUvAVh3bOb|z5 z&Ib5x&Fp?t!~veDYV3DMtfbwL`Sau|MdYhbUlb;5#+Gs>9jUw2qD52Z$Cp{fvt>-C zZ?Nn4*~W)|2W`A}L)JVC?8pxA&|MEpxZhln1%1n;@ne!@8S0Dv_-LqC+SSjmVN`-v$?W!~!u_V>LTtke~B+}yAFC2G9QbH5zWnExIh= z{0_PDsAMfFgv8fxW89&(R%6@q60*|`qhCdnWo0-LS^2vD*k09%{>oucBq(`f<(0}7q-v25gN=9#+jx(59D(m#oHtx* z-9pxVFQ}Ljx&{P3^onD{Y(F#GC0wf#kF8N0Ho1k)ZDPNo8#v*;>fJD!6R#%Q%|M({ zO9&hogN>iheY#R246$8L@!yeJld$>L+iTedI$KH=b+pel*@*O@lcjC}RU@vTN7!`1 zXS3MvKE0&IG&7gcwK7TIFxQ?~lV#E;q~^SRhgN@n@H7yYdd(sI`Q z6#nvSvhHPL zgBW-?^c>+#tvlnjt<>fMHLQ1h+yB@GafzRuw#Kt#gvv$woe7P;`(WVZ9M}EDsUvx# z*71q>IjravDcb1#i)H|)6==Z_7gs0)SPSIoCi^bq`%MWC8t2;kb^4^}>e}5;>0evx zM5}jbG;SNpW}f(SRoi?1*YPwy2_mxcs1&zJy;KeHE;A#O4^jh5dYri986)q3hOqzC zo*+v|LFbM=peiT>4^gras4QZus!*0RYkN}P^3eihgPaVpHkJi@0740IeiuH0xvBc9 zaQ15)Q3;&t$L4RyEf+fe(`!SJ#@(}k_`|a~EMrST`89OU92SvruueLz4_CT-5^kEN z8U5*BOfu>~iOBA9Bi8FJgv&#-J?46BtdI}sMbN`#kayP109GkDvZqlwN03tDLcOO- z6&Wm3WD>onGc|F5(h{OvU*^QHSC|SNYd|Cl8XF&+V#x0jD&nTQt_#z088(LISRz{d zsVE-*5P}gZu#%w?DV(U;u^53%Cc`X0-`yF*B}9Rq<%xcG>}VKzD05K!^+~E{h4MOM zyX>7AQ#0MXtU`H*Ec$g!KZ$*->{`&no!Pb;GU^@b55T1MUUog)@f+bK{~3_GKjE+K znk@nH;LSvE4b5xLPURkvMt)5e+gKRGPiCI4n>M5-Kl>)SG~SCvK&qOQq~0qL-jE*nwKMyvRpX$&8i&3vbf0@FinVu>W7MIgsD zJ@Jr#$)xehIzQ@1C$`14IH8Ri@xQr9rqsJR@9No6_%?=eIN!=AGBbIq0c2#H7)UZo z22FjtEKnk8TuNOVEf-AE!#!PPJ2C0dWk*wnq@$NISEK;aVdB>jmr9qQtTDD_`eIs@ z&=Y@t*C$DY_MA?eTpA{j?Kz-~V~kYgw^3LpsY1Hy4pzMd;Ntgqxy?T(jQs*a>Q{jB zKgo$-9M07DW^a%Up{es;sOO;j%9g9SDaJmN3@dkpeBBCLRXEa9F>bpqOlf)zMON4z zUdjQl)po~K`9j@92T<|yQYoi>}m-xF6BaCRsSp4`m z+d+noMZ-~@Psw8y#B7g*{bZUqXQn^~?cLHmSQK}(u*^#o zF#%{D1d*Kmh9Zpf*$ULnu)4!Bve0pNUf$|Bw%h^!d`Bbk=9lZ6MAIP!`wRBzxuJ;T$sd1o|~o~vF2NpB*LY>DuMN~b+{ z3&V&A9u%LK-t@35*~WoSzqJ~7Z8nore>nWp%+ObJ=DzXpRdky6C9o%kodX(5rcHDM z-kIRNA(Z(Byy{krj$6*D^tpd)sZ9()$td}Kgym}4v6XasjZ4vf*cGb8DNRv+T70%; zc_-Nyh>70E@yJc_FV?1gZgx|$@0w9~8G}ApUamY=ihG_Y8cC%#wz9PV&fgdzEAv)E ze%$yE!LnfKU+X8u!qdnr9aO!niGWNqYGHm`chf|-rh};%@hMP}h&U4R*)k_DC2%ee zm9KPssoXi5M#ovkz{$1P=ppT8VYruN9Mt?e-@WSCBmaqQLeU5`RP z2CDne4%fr`aIZB6iarw2@qi94MO~FUM9|Of4b|9J>XZbs17l+zrN9@|POxo$Ab;Cu zA9Ufc3Z~z`7RzG2wL;0vyW`O*yR!XvT#0v=7x$Im?!P>oX2LGTTP+eePTyM5W%`vW z1b~r}?vJa&J%rBlFY!O+p|v(?;PK!}O}@jif*&3A`uG~~#UW&fN?&1>862LdIqqWT z*n>BXadK;Z%jn{_v?RH9JbTGI^dji(bJR)Q7-ISiakb2fcUO7cyWIqtH*DYFC^4+= zrx(57Zk^C?i?^VLY85gElFk2@8<)@w&(qq6R@=J?Y$95Ov~v6^gTJmNbFjL2$;s9N@hOxRyTmH00}0UU!4ew_x$dv|GaB=Y?%1)6Q#11LkQxRe>rN zlM0Zf@(r<~cAYZvZE`&zb@X_xHmcLp*ML8iI7w1+$%cpaaI?A&JwML>uKC| zRhhs-9xr2?gXD@SWGEc7@agvRU7fU*PppLI{B9?GEH^Nb*+36*6R=(-3D{LSaq-4J zW@Q6+>FD5bvNSPMzgcM9?bmDyYNJ#o>h4fO;VUeWf9#jcfzDiZ#TH=+ur7i2q|fj- ziGl^U-^T1Gxj+i>BSIw!ytwcO{&UyJd#d@Chjk{=)si_h6>G0F^c8(sPGqr<)v)i= z^Yg$9nlR$oB-5e>kms!1I2lVKL{mNjCPbM@zVFR6ACn3hRoD$SfG`A?=%akBd4f4> z?cWssTL|aBN(C@-wHmBD8{6AIVRzUOTsMX9`)aHHvPA5cMvIHc=#? ziN~g@K2QAXne*Br32WlEe5ejNN6Cy|FaLmrnglOhA4S9S&*Nks?dI`#wOj)#YCt7B zl+FHH@}*D)w2>JldQe-xn^ngq6!WKoa1TF(Iwoc!CNF@Y| zh&20fwRfn0ThwJnXthFyk0%0 zU!OZ8MP@OqDmomj!k9g@YRbXVe&I(`&oM+6gX4rK{m0$HD_u0fPs7Ib4f2``Rf$*us3+sleE8G!rqT-^i!P z;r}rGoX9=}P1aC!Gq=08 zU6BsSmw;3MF(~}(K=^VzQ`5j9fBI{_e-W}3q!{3S+Ugm6(Fx_OO+if0??+{ZS_|2}XfQ`YZ)t`aG z{*|!vFWF+r)2X@?9jmk0I0mUjw(62z{gh9f0c)ydX#2IJOb>i7k~_Po8cfQtwRPDH z^Ed1?Z3f0&1rxR2ZP}L+ujVyxO^-i-G=J2iu4jG_|6HT+6#lp{M#pJK11ti_?x#^$ zZNZMi-4bm`;NMS`IaClfsTWT(<0Pt!@dnfKmyA=QMFY5c41JHjLJ|FB9G)+1`%*L% zU6RZCr0vawCT5H{SVA}m@_deaaNF58TH}8r+|GWor-S^XrvsXii%s&DHds*Xk;%aey< z3?vP)W%aqUTkz`bwwQN^F22%sq-L6qi4l$ehuf(e%BBX{>O*&vH!GI2b8=VU=(M79 zSq)e%sR~DRRl#;hR}e? z4LVGY$Y6q&f1B`inMJRo;;7%T^73XqFR(BK+)9kG3pNeb#fwAfJb=W$Qj6TH(dt|Z zi?WIByRirV$F>q7JyGzb`vsqW2$Yn|>0!8SBMz@5R=v*eU7TtbDD64u$E9HI0qX1Q>c_f<;+;BPzTn?Q_M@EXyEdggOgLpId(=b__zG234pcER)15i z0Gw(A&#?y^h)-yOix^u)KL0RE(G(lba({w1!u(;`)qxGDwDVF9Z|GZ^clHzg^DF0( z-E;zmc4Rb2M`T;w`c|hkRsnlRRd%;oT5=V>0sHo61pGe0|mddS(?Q_5XQ-oVDJ}<5>QPefT zJVCyZ`m^seQrpXQyjAuAm%#j^iQ{z)tRS0UR4yd1HGBSfQ&m2E{j-p3Ai~n690vBs z9c|<(5%rA6=sLFw@dJ@NwM;OhU>K+jAjmuhgJHj%89Mn0+hI~kotZ5gOFk=l{q>MI zT%O|$pN>sAJ00y;CE{!szfJ1YdL}V#GFlai*~E-`K#)CxGbY^+e~w`YpVIc`fUm`$9O3d3q5W* zGfYe_n{dHY^uuT`GwGuFaVV9?5Pda_+LeD0zdU!`)<149;z;y`3R59tCzzpaJ76}C zLQ);7D>t09rIx?=MA5+1L~?HTh@;&=jxI&#fsAxU7)TDelK#6Wi6=Ac`JzPpw>P({ zqaf7(zP##l_scM?_)}ROx#jr0vAn}}5;M|3cphqXK@2T?BdT3V=}93kvLzjNX3Q`! zm)k;uMNpV7w4gYDl*G%+N77@-btNa`O$EIa#ntqAdB(T|Zy)_EIm+WjY{%EU7I?$m zVF*1Md2FH7Z_g0MI1%fQWlP2^XD}_Q;JT5#4)L^PN{ze>1SL!rxZm`;l<#I6n0fyC zk}W_!_IWh#o)NmhUtcYR3hWukUtzWQ;oKHYJDxqgx{Z?nV7CeJ4-2a&62DTLy;{!7}EF!w5O!t|;T z=T#l&)qhp?5_`N|@CSgE>5#~EveXQ>L0mO`>-Z|FV_9XpSZc@Ao?kkYF{CX#>TS*3WpWrpy>^hcaZMaWLoCG; zr>L2NwF?ewIeiO5={5cYK-8a*b%xbEd{;PkGp9B(|8kL=WLhM_Xy%f;y_;;I(Vt{4 z6xNt?gkie{z6bJA)~Z4dd_rCaL}^@Eu+OYmckw0S!oSA_+tG7?g#%!(ExuTtAU59= zDMpY*exlq063bHdemJ$5<8j1o%OYK=-Xevkw3_E#&YC51iBiz zKnIK)uI%r+D~i8OzWTs8S|fUo9k!VI#p%Bonhn0(r@WFb5w{N>&ZfgW<0In_5e3qK zlSey{h+-1y-t%CwK{7IueflsB#8?QsO!-*`!g>AMwfh^__wP`pa)-wp0rOYHR{Px) zr5kc?cXjl@)Nv-Rldy^IQOWk9((qEGTEoTF#L0te@m=HX5kNvG(nvN-ElNJ{7qQLt zixeT8pv{zJP9c04olV6}fV_y>9uw}T74C*#$h-L_-!KM9<9PInS0JX(-GukGxy~k( z+v|x-|F|9(JN>)H9$LOAaVuWNXeEB94AdFFm(Ot^K-SZ2r+T+93h~ku{?i3Y_Mw2> zzTH82pF-RTX4jI0#7tRG#RS%GOjx;KxAl~%iFj>@f!Fe*|LjDfT?wMIysiH#(<*mA zay=x7R1Z1k-U|CFWWc()a~L<;Z8ScW+N2g}j_%^M#pvJ&nX>oUIftmH4lZG+sgr)> z(V^HVyZpjzNC0nOT)M`Ovg5Vvr{^2_z>n7kZP| znWgk;5?h}n)6b;>UlTEkh$NJ6mc1Y=m)^|8 zPE@r`njP+VtKOp6`~$WXif!>NW!i#lPf@&fp6Z{TFpnL<;Ct*dyOQ%=hJA*H*4qsR z8fg{g^RAkx`a4pGg`q+)grl}|5|bso07aWurKkpH_`JlOK3_t>E*gI!*=r_PZi6U8 zC%vsAa-T-fPrJyzWWN`onj0opQ8<(-$@7l&Mag>XmLE!b1n&9-Xayj?LXtH3J5}W! zI7Hk0;#RWfR5r%EJ2n|!;RaSPdmO&4Kl3pbfFk}=oIo~iKO|=@GBj(;eT-qg!*}#> zX3F}gN+5m#NXEm!SNR&M$yLtn zR3SQbBS$=OwBEZWAy$cmCV<_;oBp9|{QQ7CWcemhJK(P_70~=$N71Z5034GuucTzO zP&r;rqKu`3^S4a^;paG} zg+7cKi+xBax9Gh@HJz*a^FMlkXle97!z+rd*9m)i{g-_V3ytw3Qg8tl{1NJZ9y^eTCx>)<_X) zs;qCEenvu0Q~JUAf{{cGSZ7Rt@9QRHraMpWIE2Kb{ZlyGp;7NtTzb zpY10_6&)m^-0o=yC>3`9a^$^<#b0J?SqCnu%^s)NKQGLGJ_u6Wp(;mY0hmZ_mBhk! z2xdec=4|>$jk{Ax8t2OBxrT&|$H6~|SXlgb|0shD_U~%@Edi^>%r3zElyOP=XAAq- zgz;0!GV&GYQ)Z%dW?b<0fq%7WG?FbrI(fAa@^{|qW6DZ1M&j7bAf{ftW61kP#ViH) zv%njS2;&dO1#~g(%YQ14y4tE&I=ngJc}^=HUC{l}R- z__X+jEjH+OlL?78Xdggo%(awf#>}8t7aJYAPIljLlH<6)Cj(p=DmIeMS}dFm)R19} z)Dh!tkqDnWOu0ObZS!#-xX2?=$~E6xR&{0j$akR=5vqo6N2zS&$y)?yGyE3eh{0{C z^i~52`AYi!_f+{IxveyfN1wU${%Zfo#ShJ66ZN>aTbb?*ak!s~6&@cha=JPtHVqQ5G;QJvPGEQfQGAqwDC8gW!Vu@*0Z7m(pKZ{#|N zFF5Q3xog*-$l2t|f2gxB8MkNzeQ=DI)sykHko0hBpUa_=9DYkG>DOEBs)|)r^x7K% z+rFZmdiYHdnyvBU1zvzNFxP+9t1`m#)ayd87|P*aUuPiMS_fKhB-LMr$EFf~m<5Dt z9g_ptPh|iZdY5G>v7|SxYKpmml3|Ko;-h5#br^>UH(xy}i=QRa11c4iP$l)(Db{CB zh+J!rMq{nc>h$1G@m}*NmFR zLCb9nun9lJv6ib(x{p%hi+Mv$t|EI%1IYU*W)jI^N>5>!CmJ_yw~QA)wo{`+vq(?L zqgD)NpI5nHOqr%N(xA2RzWkjFy39RoZ`8;xL04b!?m5qK@3SlwY>g~5o4s>DHt-Px zx{Nkws#%t-jh#cD()Tw-e`a*gBlLFTLk&)aKG1jWX}bKqdc1di>?OOw;#S450PkP! zMw))(tUo_!%Y$Ste*?OMGn3e>JUS&#m6*_PskYb`u-!$o_oI2Lckvo;wyi0XQAs<7^M_alaVrh*RC zf!2p)r+Tw0WO-)uuAC^u+ShDs$6uHAa={h@UG1hUZP3E*9LqqX+xflZE=Q@$|6lKK zPg~2-y@~ur_A>D>*oJS%B-tPLLN;|7b1oK=wfV~^7j&yY3sYD4>j5N!1ouMqPgh@o$haolwe=z z9cPs`x)q>5g|2(&zY4lZ`DI7UJ8?icd1G>);W5Pb4LJNqeBDhv1Xo`>Nu7|p9@3U1 z?mGV%WoK~vEHFlvF}3xn!2NtJ@Tiz}2adL8&)LVMEC(ck&Y8^FU6d-Z`v~bKAR1K# zEYeA(#bd-IrvU8^b1#7O^;U7%nq82EX${oVSOcAl$e8<4XZ4>q5r_d}!iXKv3uNgB zt=<}-j|YD3L8qqXE{DaW$k)s_yclmnIQ!3jYrdrO&l#oHfU#5jpDsvP49E@i0*^;U zV#xLsWFNqAxYlwu|CNGiFXy=JO2ys_akjXBYjo$2=p~c(UX3{O=Mf)s*y^F zi94dG-vD7I2g1q4>(D|itk6`zyPWz*ZL;A7fJVmd17)C$)pSRT*3DPW@(oD=m!6bUqB=vMy zFn|-?>}kyWHY(BNZ%_{T!|lYw?Ur`1xe*oS-_YL%($3#mF)zS+?a$ z1f%cn6T$EQ`8J56DhGug7a;qH2_xvSMuc!8c1y8hcOUPyRU_G!=SHm{SWK{+6{Hsc zoJ*rRVG=<{;*uZ#SGBl&!EZ+8y9$Ia);Tn<$)0+aFV`W%J-mGhPLWT106G2wjunuw zWdV47CR_n%KJwFcp5Ca8*Z5gAskKfWX(z5{WBSK{Dnc;l z0e(->aTAM_@32e`IPSf9TYV^!%zlAK3F69gw{&NWuPDn4Dq96zM(2|rn#Jtk`6lB{ zx1~Rh+_?oo32I<5=&*RDuuD*j3;WVBnT1Ane=!+hZI5 zhC6%F2?8ga#ikVpSdQC5j(k?Q!}115($6rjzU>J&wr3d9?fOJU52hTCkYD6=G0o>; zctD`mUUORbrr`&_J>tT6;&B$+IHjJ#Bcx+Vn@dQDWbgjPqjRcWY-{glu`9OPwQDpp zqpCYY&uaCUKoi}>N|oPy$Thl7>gwFmRTr78c3Nj2?+tjOpXIVU@~drdEPg59W^J{I zuD{9c#O`7uz;?|OjhCfYj1br}(v4hL&4&HwQoFj{TOEQgRr&&+ zy*V(Hegt!~HoxS*-p1~lpJG4^)n~9DWCq|C?CS!2A}Tz*i%^PfwQI$w(FVHvd0?Gz zzv4j_=At$&_hMXQF{pCk_N3L>04glvUeHA;Aa8I&U7-8b`iLC~PlcL4;X~G z_OD&Vt?h=s7+u+RgDuK-xi0dfOr)d!X{&x(W9_vr?W{BgpVP`cdM5qMwSImjX9D4C zL4H-n;H%3JE*qtifxI$oyMGH4!Ce9HLk3D^m*SLl#|Yk@(oi~_8G*g;qM3oSo1_VI z&-P_TYuQoSw|r<@3%TJMaMjuluy}(sOe<@uJpuxAlLHwMc-GdR!4G<-Y(jf1xZfM` z6fYTxSExP$LOZd$lKxzcH4}6e?69-f?dk~qX{}n~2^~*W(4lR|OS+7>X6r$uJ{n=hn!SXj)B21W8tV&h{X69yw*H0>FfHdlZ~ zm_0mS^1I1jZCJq^V`!&T7NqCq&Y1ZQmliLKdGK=Yvq3j48G<{d0Oii05BL5$VGG$H zw2Jbzq=BGiL`pdjsP1SB9mV`MP~xG*BdlXVr@gLTkSjI=3I^r=w#6pNsIbYLmt$-5jV^$T1e~E_K@nyT~$qM*=VQ6@xCJ zfsyesRZCJ#&ROr2KYX%y(mksD;Cyg%n9c)V8kkpo)ykAV zDc$njnD2WH`Z!wx6%AksDLhWrPt6fi9SN0o5Qe{!Ir}C=Oq~+h>o-P(7KgIo$V;cY z-A&FR%Yw#E^8AkW@Rasi=O%C&Kjl9noe z=|X3p{)a0X;EVUy1_nA+LNVoipw8Asg-A_7>R&E^6ms4UeL1*^rNN^V4h&l);{7=m zGq*2v?OrNV{w1{ihtPe)g8g2c zHxiH7LNI0XxPT8CMB5qu&h z=-@&y=N#uxRf4jf#|*NORrDy(LWr+`Ugg>0u#0EsYw8P${bx*~8*z$spf`zsD|BFE z%K%|}bcpj_@0D;S5ek8=7_UQkTgd`f68|>C5~qHkyT``#Q^wVc1LjMR_rxnY(Z_aa zkGaWScDut1PbaAUW|{UOvR+al9z$7kDqlu*f0{!in#ZkS)q+74^{@;mm-;NGZ}&X4 z1je$#9H-UHb&u+X5!(lpl~ZZ@`wnjmgqq$v%#9sXdEQOjsHsswLJ z)tfDI^|k!})!N!n09m#}kks+#0N={ksqcBMZE|Bz-evc9sZeKI^+}Nz7bBj7H$)~K zn=Fk~O{t2GueHtgdMM)#4ROUOi8!C{QDlJWYaD2_m?VT>+T+tk_;Pr38#&znBCN$a zZZ5MVwN2kU`6mp@e8ImwM~j%DTI&&fVLRW&%W+k`J%0P?s_~gFXIw9%*&u8zb5zzx z_|nX_DzRhGMD*F}oF3GNezBMb2L@z+NC{viL_yZS3_rH_&BtkDK81L@Dbp|edQ63{ z`DmJgag`eQL&68z&OOTr!|O!OR@%f3=^L)1FW2T~r^)LQ|^*;%=)xPvurSM{iwF-Mom-C%8d0mW(w6O}s}pX-NLqs?qH4(l^IV zC-3LE!wBG^YnpaB2e;)|{~m2Xs26kh(lbEu4fF`UjCjVtFooft`8n_BV6RmkvU7xX zeWI#neXwp0DHD$R#~dmsFR-E&KdJI@*}{)UW}*(Iqmf8J+N--xj^-b4jjWAdd*b*7 z&^X|~ePO6WXqFP{Sb-rA;&7fggg&j8KYVn`V|jWLsRojwyw&bZIxrRsyR}|s*uK01 zNL>>n-qxP@Y-5sj2`*muQc_Q9Lvgllp31E#8fJ!i7h2@sdIm`U&+?+_U$&oP{h?hH z`?qEE=T*XR&zb8H3XO2;0?4ULKwe;mp^|D<@s`)~u@}+F$+FwO7M)dR;7&23&SK2O zPd*sptomwg~lM+fJlO8o8@8GrLd_1?pJ#p%$~lxg zaY{#^Z|{c!;S|k?3Gyt|1YjeYKJ0$XKH?M2UQufSLKT2SI7kdBQLbE4_jAYlEDAz&KWe;7ALCB;=n;{t%M;msp+K)V>$9b^|PY zr7^|J;EW=D0=3Ww(*?grajX+H*msx^40%jwmfqsXWggd4ZP?n?@W}teX;v-SH9N&YQ3A6<+K&hS9q}mN_(4eK}B^Rblu5KwQ8By-g%Y>j+bll z1daU|9iRyI1qh$n44bO0!D?FaLqX~_^08Wj2?)Tmq(3}VJKt8oj#`e|$%<+&Sj+7s z$>)vFjE}tZ$b$(VGzN#ksEk~Q)UbU2DZpkaIVvrbTy?y5QqKXM1XAC*z^er*vX_J| zryd7WXueM~j+$(2uD`iQ!oyBuK&htnCzlUenOnQH$rVf>w^Plz=d z1wB0HekTVCrOY7Op$Kq|E*9U9;`6UaQMG1wRnWiBdTkwKrB%ckc)a^D)>c(Y>jFwd z{p3`6Rsb-+@Z3ojcx94nyn88W@EzkmR~OUYBgJJa*2l~x$EsxHI-k@y?Lq+Uw$}`6)}no8j{c^ea%g2RFQ#RrC7P z{Yup~#{gO;EsU0|vGqSD_s&*^dxr7;$_7k~y6qphHh}ohy+F6Ae}q>q012jo^aiYU zgl}|1>|?fUxH7tYYz5(5E*8@J&H#PC1M6=IVn2cD=SW&9+t`*pPO1B(j&=Q=s%Mnf zqqh*UCJEWHUSWPOsV9TYD0jl10l#(fP}%XVNrvsyY=md~kyK7UfO?tl_aH}M776i% zf#X?pmmuajb&3Sh7%L>$?-%$UUsrb*?fGTWD$Oq8DTwUjj`3YjrNe!m17$7e zIq4YA%Z!L8Zzu;mXlfnSTEK(&MN;mMyNuLNX&a^p`#l$_(6OaO;p6L5&!vUW7#X%a zRUaM&6_EP<4~JUyXc)K!cwvLq=r}2q_+c0dXmw~Bw``_gI5r58QO5iaz}wiKY8S4P z03HCzgulsURv!0JA>T1mFt z&8u)s_zab||Bra|y{YTFlL2Zc=BYNZ-u)s%%hZcEQ?};i zPe0X(27lFjPd`?4=o21LTd2jCJ18ytYMy`FF4$@)vyr9ei(R1+c=zteujBiFed4U0 zYXX!uJ#ewui!AKiCr<9@m@3)NQHpipzWPrXnBxY&WU@6i1KX44ETivbB?ADEbReuI zuohFHJ~6LJ`yo!~BG#g~eK(xLCNdf;uhuAs3Mbx_`U`1}&r4AwV{x)o&N( z@UA#mwR`K^Q5h}g?Dd~stc(#BQR`g-}yOl<=>ZRSsL}MKcsq*b4k{;-O*yD!S$yf2c(F~ z#rq`<$;?a#=Wl_$i1X=N9#8I~!@NI0lbj9};Co7;{`Fvmi_^q_x4V>~d3rD=zsRJM zra%AfLq*?*{==jPx;=d{tKqaMiBg8{_+^LaY?3*#ch{OIga0Kit|5;}M;;HV< zJ3mIdS;oC9Gq=R~1nqr}S(t;^9IHd67MV+3UC(qZujye-Kvq;7Jq%p^YejHE1X_5`ZEq`e~0 zZ!-`YOlxhfhkniPyO#xB&oE-@N>~L8h#<{vRe713(vWAAS`xu96%(zT5{!*?@d9sz z?BI~xw_iGIv69cBYMeN2^&Le=SEFL=#RYVB!^k58nO)LW)VPls?9ReuB_{4P>I4it zCNJmPUOgA%c#xIS?Cjaj+@CQTF5!t+erfXXCkT60MzyM-wY~mFjUSd{r(bnQm%+cyiK9@-~juoT+6_Y}UG5{SNz=!^=G3P4i;s@hPqOrzlxJ zkr%;)h9P>@sQQaMyu%ekz+R?QOk~d-jp404&et+@fiRvaG^#xPI0E)DLvTTz zltTby7X4GcIJ*8%8gEE5ACIiGQXhVJE0x^^lDFn&tW5O=Yq6;fOP*%56JVD+oN5jJ z{pThJy6OCW=050hMi!2L>1CU3tsXkJPThGt{jp|&YRL^>F@W)#w z6~{>y94^*@|=CIT;>`$~%rOcG#47euL^0j0M7rb#l?|!V}$!T__iRS#{?5SPx7lnloz6q44Qx0%We_C*bh+v`mSS~yVq))x0 zVDNlb+ZmO~qHDN7)fo^JEBJ~X2d4LQH}By8itT+nMSS2mr>RUk4DX2mkq;WNK&JtE z4gOmfEzHxtS5MgepQ95GT!cbtm=giZU+8&%;a{t;$hu0P#9}BA^+u3#{z)Z`6kvlp zUk8G)Wv6+ypz_47qe|zILJV`WFqMv&fHyk76?kS!iy@*0Dze*fzTDN+@gM&BpxLLv znC)i=+5#UAXOHH44pnH@{PT>qGcwU|-h+F8fYH4rk?a5hf-L5n%!dqhzUBA3jo7>T zdn#bH!Veq6(ez+#n;s$8Tx~S5tS5P&?XCc#{8XIe)Xf)ZwCz-eK1SQG`WIO5&Or?8 zt<}ID>6Gz%nO7M=BOcRBe>t-)?bJ~)pbeW6ganPB(YKJ|{9KjDO@QMl;-f7tdUN1r z+3dER(rBd1?Xi(Rbr1bcrn(G?&`@>_pRamO34nbo+{=U1i~uVf%zNPGnd z&bH3R9xgs@mz8*ELNIfg>-O|8AlhaNA5jp*AF8{IEW?CVzVe=NWV_q2kPfnrO2X>t znp5#|eTQ;IKYjAW6V#RX@=5f>MSO!MW*dBeQ%YCbtG+!=Wz}=XT~(?__n*HKroHgT zY@_<%l}(?@cw`Cjc;3 zprhfFGCINTyL~m_qR7zfl}?uOlrZ#M^@iV=X3ixnSQYzu;veX0(TL?PRi;VD>B9#x zo#8Lx^uUWBmlCoWeNSm_7TvwpkZr6zZ~eWI|$ z=L4(C`c|l>J`mt|ua4i9aV2%>GpfFa5Zwz1t8rc9+#PA&Z)*N`_uXtDAHZ==2aO7{ zb7cK6+@3%jNlZM?3_29nBb*=?zW4}lwvWvB=rCIZDm2;(cZyFE*&aA<$il!W zsTpx(ux4Im7x1Tl@7V;>Ry%;mxlHgyFx}v**%QbKuVEeS(%XHNQ8N*}$F&V@P9i~K zgjBH3H_g>rQ2KI0gr{EB*?0@@oW3;(a#cFzjSu^*^T?hrT6a9|wGpmR{zI6N7{hOj zTBm6)TGf{LgiN-u%}Nb?6Cpz4AvW_iQ2G%#Q z86b@3xOpj5O!bI4=P2%6%U|1%0D@d)axik+8{sND4&<^(EW>hOEo_9F#&u8SLakIW zy9Q?2RRhP?pu#spVEQY4v(^7kBU^{&PpF*w-T37*w{P^Uu3r=tS6OQqy6LM}$)lm0 zS&zq&tb~O4Euz&uD)e3GKITtEL{QB>nt%nx=EcH2Fm;F`u=tAPD5uF0fmZmG=!nPG z*LO&ELn>1m@F`B~Cu%tZ^_B4usIPyuiJN7rnpo;z`15cQHMw4*&=20%QcbjP`qbz0^~cxtkm0w5XgGlw z+aH@AG2cdQM`%?Cg7~S!2{90dSk?<*k7-{o8C&SFT}w_0qJA<(j@`RIlUu zFPXFnu!b{6gNO53-2*WfurQ8N1IT|l1K=W;0%I#^f&9Q-5#7`^!h+f|ZDEdBNS0p- zBNIugg43Dzl8LeCoD=rf$I2M7YQcN~0vAgC5y+wk(sj6_yN!nR;01t!)$^}-+m@x; z-2?GK6=P_o(EU58?d#}$sWd$8G=?kPWXznGp>1c6`G%98tP7M(9Yt=xrE^3iy}l7< z#apAG5f3A7HJDSHrUKVNGND2^PxF541L~;k`oB&##LaGB$h(jyKHyYzqgj204@*h< ze8fI9Ab~S1%AfM40Yb_n>$j&A(CO;`@(f??lsv9`Qt%aGiAa0EF_Q3|iomZV5K)T( zi!Vz8@HmFH8-};hNl5nw8b3LW#(X>i*0OTWmU9}Y81?>RWY^aiK#y*`5>pNIS=SI3{`+KQQ>I(NrNZ%^?H>B(q5k zitRVU?fa3nAxVtSCs!~D2uEb)k0g9su6Ik>NfgFzG#KHO5FaimZRizl;V#+6-%JCQ zSYS@r$=t8aZ*gSUV^$N_+&5@W5kO=`hv(m6#3E1WU7Cbq`T7m2UK1}FC9!AK`c8I* z{%?J;*ZE=ucRw{fSh6DUZh-)l^aw}$a%Z;V(u@2bSqCaZmiil7LIPQS?CIGx>%+h1 z|AiQmXJ60$x|^(A#GU?-8UVhvuz)^<1U|0CtReu-43FC1E{@r3{?G5l z?ZBd7D7Y{CacAbqMRK|K>7rS~>KoJ;)wmW0X*m1;aUQ4{vL_n#I>2wHb+;FlVIhhr>tF|%% z+fj8}%$10GhjQ~c3T)s=b*7~K6A8(t?$`x1zVjv0w#8DazSMYfMIv8P-~gy*Dyt3My}aw=j+zfUBG$-3JGtrd@zk&t1q#gsllQ+9B2d<+O%?WDP#wae# zzGS-**}ZuXCfcdY`!V&r{rD@NtMW7F7W#^T0k7X)GA1|Ww84k%{nD*=HqKw$#d5wL zxzKh~7%tGm1#xJXM?+sMUfgDRtat?1Q$UOyY#+DdVqaILmQq+^BLDr`fMdw>RAJ>3 z)sLPpq}ijZ5We|OR8Wz_SI|i3_02PZe3GZ_oh9uz?-0Zgj^IQUbYxgjrn@JD^7NE_ ze2tugvpx@6RpC2i0A1#3rin`d)++JEXKw8eHi7l)>8u0t%Ug_@rPe?KL*f+YK}mEb z?v+ul=G|P*-CW}L|Hl3f5QjQDC;JM14HoxENb>u?{`X~v|MPDtPL(mYt5BTnu=ULF z8&U-v!UUg441V;NE(tOF|2+FUzsoi`CPHgp_l3~6T8Hz{TY2XdKYZ-z;C>en0hoO~rE(eRPq?@3QB8zQ+av zSd{(a#K;H^0?U4Y!K|l#{NZ`xS6gwq=2B2fEJ*Tft;dLLe!n#Ju~#sc8Aka| zF;E0ZtJ*GsS<4tz<_=_Yt)zb0NQ+gNl3OU*4WLVZUPyvxd5|x6N#Acsf09v&j)!kml{oZzTI_%)5Snq~%FU+e)1IsPINCyJdjcD5m55qJ zkYw!j1%*Volr*;lCOsEz0wS1^)Yr~9lG%lNiIM!GvyH6KBZzC|=;#{@5})t>zvL%aySga2x;-&nN% zRm%kTg@|i>v~lT20qA1bpn~DIrTmdJRm|m~52JT*zq=VfSeHl1^Xu!!*tKl0drlv$ zi=QXY57JY<(8kBk02yg4PgNI8jEJZuG(+~J9P!T)=f#xJ~GI|Wb86INC;$Bt*_(8yS z8A5xsV!<2pK)XW&+-P>jNy}AxQ^zh2zk176+CkEPKy6NEe;}o4eP0!lm-^GiHheBh1aN|nFn*mj*phk7& zW0+`;!GGDwhqW+~N-U0z%rXp59dwmH|8a)dRB&U_Ox|!o)F>z;#|1il$};6wwz^U= zq6Gsj_7;tGPd3c#vxpnyVNr^osTo@Ljn$d4UaJI6|fE`k@$W^IV|K&cj zbg%f9nvvYF$s`v-3GFjy1dAyl$qofeClfe7zm!IfSj^NxWtBaM_RH7a?5C3zoq@*T ztIisZ8p5Loy3dWSPclKg{=i$O^?w!@-p#$~-nMlSV)_TBhgH zlC2NozxYc@y@i%e1WeWx`S4=pQX5_`&VSEBf8V6UjaoYL{pBsxURNXBqS<494 z=2dgtht6=iF=BUQz!;^9G;%}!EipURJIx8~Ca!#93yp3TI;0p z*O#G8IT^26cp%%go}GsVFomC|1~A+?6FE}cwtkBh7vjJu_ahj>ygf<6g7a-wO2$1= z?E~;KCHej(iJ9FMlD&0WGq`q7JPPxV$xI}xm~>gMz4ze|&s$(MtRc{kTD2T>XK@dZ zuht^@=Ld|AS*g?;phsxzE^S2Y^_)iF51k3W)q9~0#x`ClW)3Ee0&}_xDa3wmN^*kl zXK`k$0+wf}ES72*th%4=rpWKQNW(#Ze3V2C$M0wF+|KoTF1#!4_}KX?MM@r+$&OEl zgZM_7sbzfnvFZg$>Ilr1d{B-BEbtkS&dl>Vk=qi5m=WL^P5Vf*@0@rpbF%a|38Vsf zY|HUCZ-FVLXzON}=xX0ex`ny+#$?=SR$b@p3#NJ(C2&Z)4so6{0)5)QXKbXbdgn{o z-2LoEe8`l#N?p6U{b?~BStHs?j9YScYJ|{iYnyJ)*q`#djwB7i4}@iN&7%$*i}Cs^ zBup+#TYrHdk%UXXoo1m9YVQip`>MKZ1WegoTlTgLclIrz`duXamBqhysQOX$CW^w> zB3l`2!u?wgFA$l|&7U(G@+ITj37>vBVs7U2BHwLDIwNK5DLY4Y6kXI!^4^562yzrx zPDB&g6+UC+GQzZQI1V$L$PRVJk8f{kW?3epix(>IN9uBcM~;TSy1pCi)y|8VohY|h z8JFJ4dOX!msb=4naqo#_Kc_WUIyG|OE0QgV!eW|IZCuZ79;wB9wm z#iNj~N`KZNqSvXzV#?S!jWG!eEt&}3+PyeNw_MlCHxI&~7E0`Q@>*_}E~VGtT(QH| z37MlP3N)O<;jzG<3f-bdRTKl2yTq4Id7+}QgI{p(sV&+0&hOCTBg2T!6#dOL8`uQlxGWzvjbO(xCE zC*Yun>8Fxy&%)HkO4O5cmLb3O@;?c+DjWs0Pn&<*Y^hCva#i&=wE(~SIYrj5=R_-vHa@d9a3G2wAN_k7j%WljKzTs>otNdwpMP zS7?|Hcvk3@)32P}6U@iLR=GLG)wtSqZ&u2N=Vsej2dUka@;FHgA3aII{-61uOQt*#+$r zZ7b%!j0*v=qWyskCIYg*rfM6XM2i&hoRq^3ggczji=KT;@?vr700YOr?o|<5lp?@E z=X%t!DEy zd{R_{^*@s0&cUDbFKa^-NG(rkRlPoW9e%`>8*_U*_Jzk#{8D0Gun)hYdG}{lT-^Ho zDY*HghW?-MJ9zvHjZ1-U1A+=#Hxrc7SkcB7IyLx0;VFrJ_$B{m?0kjT*1M&FHmrK) z@VRhGxT$Yp3hW-0bEL$vvq<75pIVH|6^=sEV0~7dOv3IUN-C%zr5?uyZ4FqMxWt-@ zHT$(^=ugj7aC@2>-@q2ni@01eOD8-_O6y`9Z9N#N7A#BpkA8 z2BWbyct~SH$e~L#hwnf>`FE{3a1MUCVIdrNh zg^Kqr%Q_hKUaKW!~b2y6Bdb<-QsLV-6dE|bCUY~pBwlV6rJ=oXMEMf?XYv1F7o7tJw~4j+|yTj zo)0&fDL3;&`axSYjPjR~YoB2)?6tDnL@+7Kfch%qMUF9Bx;oy}i+Zf+t|F9ei+4EcG^|m5`Es(qhihj zp8r#y@Wx=?Zkd_AxD4*s;X0My(*#nzG3!)P<14|JXu_&g8;Fb>NcETV3Xg9Rt4p=h z|K*|T6XQWWbgS0Kn9Y){?}p>u$5S!~sf?+ED`=`Q`MvbVpG}OC+I9f@kWA+}*&J2P z&?Kq*%Z)dLZ1hAh+h|QhF8wXdhYBF==<+|&R8Zrlg8+8g%*iv;>3Gj;uxj&LqjZbq z$CN^i*?|+4%Xz1IkvRiX^2cS!(f6cZ-ZZ*+{2YgX4u#AOgX?Ky0S6M(#1#Kcz;|m> zO?Ub*Ih)^J_;1jKo%8oS0gfs!&m*A4v%Svjk4 zH}-(nX1{+UIJ~F#RA%PC-;EGFt12ltwqVrK%Asycu@xZP$z8mZbm&52Xj=9qbEfG; z5^B)%g-a3IZq`jZl>5=xz_efe;`@7ba|p}shyjE$ivAm^nR?>ffn@#jR`eY%RE!yv z^d%HQu49XUxC$^&2D`H~>n`5Buk?C<{kLo^gAUd_he_&~pROox?k<+fpjhJ$p&eRr z%A{A!S4i90VOL^RVo`N_&>ee;WssS~aQa1F5!G1%bl~l_9{MUHhapbtr5hAxJcnQr z+3=r*yLC=5uYKmSK9Eo&G_$2&0HYxC2gtk(M-JI*LKRGR5o*bVol1X=zz{ylSh+YhMRVLFRB{%cK<%ka{x#OpyS+3k9d(TBU02RGkx8a@hddsK4n z4#*<>S&ZDK0bpQpE1=%Ilo+O)sAA=foX)~lQTp#=5LnT8BXypl9^W-oyu;4Cl$upW<&eCn*+LAR#M7$xXgUVa6)SLtq-EA$_UqovApT{!2Pn~ff&@wMQIr|32jRz4OW1=x zNVcHiObt=@L3SHs+>DxWe-e;>irr_qNxU$bEeka~`Ccs}y~k~A8*8 z6xGWPk=iY-tRFE-a_EdpCb$SVFsOY*NaI~<-0taSs z;TjSkJ6L&>;TsaL7x?yc>#8GfZq@^N;(Ve)B~fO>Bn`n7$*+ACOvu^4SAYfCFBjRQ zfaq1QRnS@}K{-K5WpQ#!YQvarj=~D+UyLVQmxWJYrGXSxj!atQe|{7K%dUj&fKEJ% zc{XSi&m%nvd`+bWE%AG1em$D8Ggsr&Zpv=reG#HOk}``4_4BBt+t=`$c?Q=l)y3a@ z+AWCMo5x&;QNA4Mqv{8f2&aZ=qUg4f==ytL7lM_GnyHmn^(8-GCeGp|tbAQrqjhy1 z)s*Q@cQB~YcKh$o#tHzu?%aJW$Cb;y3j~DaSQco5U4y`l!uNGcwCNiL)+((JaYi{GPhoPBr=oYWv9ddjRlmva_q^Q@xNZOy%<>R* zV~mye#8YGob|+FUZ9pFSo9G5#4!eJo%sZORDh7I+l zwlc&gA!OrCGk9i+GH{BRu$GnmE%n>krAaga9XPoDTRG=ODM#`ddBjd0mr`D_G@UC zP~fv?3MB7jW$NJSe=$o5=;q+*sdfEz*a&soj8^2`6W=kblMK;A&#`*AQ3k{~!#irz zv%<~z!T><6%q&Kp(5?s|9+$?#8cfkIM&shAhYxgI?+ zg!a9dU#>>u6MK_0eqm7>vW5S=w?QJzzg=6^YxMTabwhJNbbh1F}|FYw+c>Ih;l==K)1=po%@x-tjR4q z&52_t=VgRv22T?9FXd-_QZ!t~*CO0bLxi;Zq6gj4G3KFWFd2VyUU^&-mo?D7)198F zR(aM_q)a z_sO1jI~=ocZ_}?94k$x{3xA_%Y|4O*OqS+((9u-2(ti7_&=&}*=_!NW2G0= zdrJigqA>)9)WN>XALCz(*GKIaOYFgvO)f;3s{1IGb_+_84}KNrTCW;f?^E!!LEk$z zWnI(c~bm>PgCvvQnfC%QDA@ z&MEVgp*UNM;dFMTRn_P@B`3%p=YMF0y7o_tX==!>zcClW4W%IlXdj@!qEQ%@y@CO^ zOu%e^Is38v80iNjbc%g;IRUQ~Z7RDZa*Ad}hw2evZ>xMs*zG*RNJztb(Acuyt##lg z>@u?1OXY{nI+(%GFI*e#X zzlw)eav*ZH1RT^?A9IzY$+6393%>5B$l<4v`!~dK97A>ZBBMOhPU;Vj4mUCM!( zLcC%se72B3S*pbahp#&L4bho$Z-deRFsM<#5luCjq0UkJXIEWW$4?g4d-5!SzpjU&N1U+pL`?zApbg#``xDn zK}I6RJw`or+gL@5@b9+hi&%mN_@WV@NfOZyX>g4A|M;2OI#@BQ`adSKi^*h~{x&!* zQXyDHlPFt)1)Z>DKxwE;qICl4&tWN{)Bov6QyvBCfD-9prxOS=5UnWI@o`0Sryv?H z8na08Up$fs0e00KUxBx=5@_gJ6l1Dl?&w1E3W$O9D^Ym;fqsi1G|AYREA0>GsgU^Z z#Qw!ROA0&4fbo@N96eM3N7C~5=)$+^)F<9opq5LR#-zISey`d_2rV)?;?;gv0=L^<-2rW89xf9dYAV4B`@17zr!XZ721=y=$^MXH;RgD zuQ&bcK0JouSubN3`9|?RC0^@{3@moABEn7i?r~4#dmO|bcGo#76_^cCmA$R@89;MY z2&W3QBn-yerX>rmASf5n@}JPjq^K@S-&na@TCw|mW*bkcEShWvQ=p)W?`8NTz17Hv z)24f#2LSycVJV)uswD)?zOS-LXyzJdR9Q>X7G@Yuwg1?i|N2X~V0)v%v*b~ukpewX zvDCzsB98#|YylY6E@wqZv9D4VK(H~f(<21! z0dc~cLc!(phF?MlA(xTwu)Jl|0*e?o6N8u9N&%qD!JXGi;5Oz`Cu_^GY=a)tbWPu* zexLqsq2q2L4wS8F8A-v+KglulV%C^xrXQs;z6=q2KSBul%K4`M5HR;*gWT%na#w)>5HD=YXYctCUY()>BZQ3@s5y}xUFf05RaM-l>n(Ejs`Zqv@Lo7Ew?uPQv-34s#nK0Clu%}*y;92I zJW19vgQzI3_-F?s?$!=&pi{hL+R%K`SiA=5-UsU7L(qxAcGA2@*tk5P1-bs&*~Yjv z>U3yy(DT5o^+lN|=pjun>b+Q)FyD?sAPy$0y(+2i^dn`g=6q&bQ)mo5Cg6uc-o+`& z_QutY#};Nma_YG<`447I01-#GJ`Wh!dPf*<*6}hnJ|ek)@Qhc&HG~{?=v5=~pA8m< zU3^|RB{{$`j2$o(C}ZrQ^~CWdeY12R0D^*eVc%=q&}2s zA>6=ogqXhoi(n!_^xX25LKnkPV zXY6!6!uRv=!qZkTV%YT{GslO^^^7sVoD}@;0)AX>ZY&ZN(dSLOF3|G)Lq_Gz{%a>n zFhD&Ye@w+>Psc|{g_sbqk0q>bTwSp4(^2_UbUz~LgYx=@GBzN)#y@VhGFv=y@}$B& z%E62Mz?H*K?EKYmAsgp-b%a;Dhejq3MDN*Mf#ymia)vI(SW^n1eF;m|xzZmU1D7rL z>-j5XX-njUma6QA@=A#E^sph^%kGJHoldJCzadTU%ZkSD%J#b+`>A_AskAp6?;>3W zes+AYlEE7W7S!~ib({hV8S@r2Kc;LDInhkKb`LlU2cIgL>sl=j&(-g*tUS#YXNjEq^DM z&tDHQXhd;C_J_DHDL+<61&ayez;fI@!;b8Ss)gGC2T;bUbhMa1x6F|ATR~!de%b+7 za@_8Uw!)dq`AIY5+~Twf9AvU%1^mIKZ6QZ1ZmTDL5(lU zZjVVn+zO13z%Uyaq#RU%h4VpOsbN{D=g%lz$}wtZwIh%7IjfAweY9RFY!j{pBWvEb zA##@ryL(ev!}T~1);xJfI4mTMNqD5Lgv5AUB=}3eLeSY*Un(<+zWlE=e+4o~noUHJ zP)P(194C<}x6%^*7+0P03`)=qcBX^mJmY5{L|3d3TGj|aTeTaE1q|dkI#8TN_^b0J za@^$T-*4^6T&kP8yzAkcFriPOw>>*sK7-6Ez!GGvJR)hg`u=?Hh5kX6$*(@P=u@k? zpO&Y-+j*hU7GFaMs(R{RQQ2%RAj9u=7m5Mth$SjTBcJ|;U~cHnqQbxU_c77s58Chp zpQX2*>%~#x;3-LBQ%q>LC#ExQ^gbD(+s6pYIYkvy7ee)K9tMHqtfOnwCPCv5E8+H* zOTWl6JgZ!k6Ru4()29=GmQC zC6Q59_m)Iyzd|pqGBtAw-PzY}L#?M-L{w*b$BO+-Jl4L}nuYHsBEnpy&;9Q`59()x zao1J4H2<$BzUHlobLz$JqRR&>@5&riPYEtGefIHuKm>B4%y;F(x|F;TbLk9REHcfO z%NLRF8--~ci#1Z0O|G9^(mt7-{v&?IYxAZ}#Gi?i6OE zU-9Soow}fi%*#*6_i_#;6FY_VR#Y!8nppm?94o6)R*Q_uVPfeAHIs67xFQ-K&f*>+ zDNz-6zO~6|DGSGwQ_VU!k;3d8kdsDefk@S#E@VkG7$^NU8OIAj1Ceg&P{&kOC4@f@ ztKd7SOs7sb?rR>14X$p{D2@_SF6jUQ5vBZMgwPm2Ei@Ot-L~|>652dZ|0nD;N^=0d zD~OmG%>08^U~%Nqth2#PRq&r8S{s2?2=+`#z{*NWapMD3cQsIKwuKp9gFO>=&?$Y877>Ls&Dkl@S;h=ev zew*4Ke;14PG8HaWM=z@f37Zei%3M^ebK>y{;R%9%Qaiwjc=nSBQ@tN8R%3KJ{5;isRg+S!IJrI6|tvWG@wd(UE=8#GsoTSdT*4 zbUc}6C9iJCzp6i<_nz; z&%F+A>4{*}lGvq!$<*QZ4^223J5>?Y>GQLhg2%Qv?u zgh2mOcmc@-^CI3Zo{Lc*4AjrR8`G;Nr)T7Y{e@I3I3s*grd2G;w9d#1&%-4a@4SKT z&vEnhQ7f$P38Lc}&Yw5I39t4A8WeVq@JzwM{4Ot@h1Z9Sub}h(_W4{hM1$O0r zMCP&assjNH z)HI`uj!IPDyx2_96(hI=h&Rn}hYfLhQ?MGU#j(Nm}f&bA`wM*X7&C1U z*5*wH+D^Z|OKa-9J*;W@Zy-o$dm0$+KimQ|biVgXR8YF2XSp4}zh#a)}WoPKl(2ag~F z-iT)HT3hY2(V`s`nZgeG+`A2_SLw3;TR94rFtQC~!#LPT_;yMQXTXM#+iNJ#HJ;%_ zUwr=A<_u1^YNoInHO{cZ^vp}1FEM6wA=HUWkn;w|_dTXs)cz#&yz7Oe_Y#;AAa!cU z$L4gw@;ueZ&`ua%4Hs8ReH|aKrm;Y1$AE#HkfKeFJPX`f1%+Yi0(mm|6wJ?eY|mkC zeV*Z6);fDBpxF;UEgCR45s$lW-U#Vp(S8{elZvXRAIS_Tmw7<#O?o~lsJf=H5S2$dIu1(86;SBDNCBW(BT?vcDOJe2>npo*n)jTQ3JNo@3GU1#rtB3!Sx8q|)fzD?w*}hAS z&L6FK!$QaRdi;k=GD5~Y4@=ZT$_xjgQ*Je|^p=ZQq0wOB`}FE2P{d@sIr|Q1v2!0a zN8mrrU#uDy(%>h2y*ke8D(p*!P6j9S<(>qEmAjPj3+=E(zTMxO-X4;L^?(qNMl%W; zLURmquX5v%9cpA4jud&~H0RLxD^|t73qXlX%^}bTYfIpK09Ft6V*ISL>#oKGJ=W+E zMC!2XlscTjSY9Y>K<&05+UPfU#_f019}Z*8gjLXpj7F4p?I#+1V$C1gh9i|zm)oq> zV__U_L|n-6e~)>Tg7`R2+mAc0RW5rwI-HkSwAEEoiJW8EwFBo#sU>+_)@@ zn_n6*OYu?@ooTL%GW^qXu0gQ7pe&bCJb-@wj8H4@d2fJ|g_cd_(>@W1tnRG)-x<0= zxBujn-Er*xJvXc2B(v4I8A6|Li+48DMhL3i@BYBLtophBv4}Ki4SVd=OiW7~W}@2e zaO^djkPfaVUCz|O%>US^Q+5}A#lgDNZ-+-9_k~S;J&CBZ1&7SzfE#PztK6$Umu2di zTiM^(;KB_1cn=$Qn)PZ$9i(-0Vz}yPy2x@AYcgIJGi0Ut^z*s)&jYh1B4oU08()?r z9^YH{e|&NV`J1*{mTM`8brrVF5?)XrL+Q@LxrN&vA_0c$x=>{(1ivYEj8~ql+p?g! zf!JstxJkN&`|Z-lnnDij**aX<@Nbhm`^c---k96)Z|(H77tpWsZPO?@k#!=)t9f>N z)CF`xbn~w&whv!AT<2PZlA4Y@>!t_Y-yjp$xc?Rhiw+6sGky&^TQv?mp_otKj$@$I zm(9a(*CuNjBP(}@yJzqTQiHS3q@#l?#CAlSi4>dmo-!(iWNZ5FIvWhtpXJuaKMf`h z+u@knSrp5Ek-K_f`j{V{-rzG`Fb@(4Ti3gKk-9AE z(1&E4d3!qGWsSE57KR;E-Tkei%ZEr?%FR5zuC_(CH47#dC21AM>rx%hc#q~QS{@*O zKer|RI$>yKw7K-61NCs>`!D!kC3>LKKQWJk@R~`iUcJm*x4g)+m(6&0u6V$i486Vb zo*7QiYbM?STe*Y37*8{%4f2!rG$WKCYfoVIpYhwwQP?%ooj*`MxzWIbGXLBhF-N679>Sa zpJTQyy^&WBp18Qys}sq}eF-k&cBdy%yNx_kD6<#*CEu^#pJL;;3-^81#-{JoV>Ujmw>m(oPFkr?C~hzp2n>z>yNA?F&44*JcDjY(Oc zkNh((DK~yDN&4~kL2~Z>mVyDg)~ThjXMN+7mR>c~Kk=>$_!HNX=9_o#*@+bdNPHp%OhErXaJb7mXG`r#OT#y+Si*qvO}8_z-Cxe(+X

*KBjiWd)p&XbIn}dh!+onzzw+&qYXqCYwC4cuYje5ZTZ37XH##G{Q z&prnS=^hHv?){|wM zEfuUkMa(>Df0X+9i$!kzNRFbY)0W(w1UA&zt)7$VMPB#}gL#%*M9oE6^^E8~a{4gk z*^nE($p}f3;@yIQiweqBWU1gV297 ziJbBttMw&0y^6BhaB|8u3his+9M`oB-tmjjIypJLlbqVWWB>W=pWc#wUK3pC-HF2y zYc_Rl9>nunOuyZQKIr4p*1o;*XHAjGfX$F^pGQ*ABn(`AZJSTNYBAU4@Em`not@V&$54uEfR+n7YfiuY0c49xAmyu4q9Oq@e_XTt;H?LAdpF>`^`ybvl*2OD4-wDMXJWma`gI^Bf~rI zrTc>S$8?cJ$d5p)IfTyKWVPaW;J*$ru#&mE7jlPvFL8VxBH?T1Xs!jDKX43~0J*h+ zI$JRII9_7zZc_l9!?FL&7QyCl;&U%U{{iZJWf!bZEQJey5Q)a;nXJbtXO6Z{BQ}tC zYsa#W!gUnbvmM0&ti=Cx>{@7Hy1dZ<4_>DFqf(E zV;=BE;w|9U=B>sp>P+Og;tLzhlA}S8 zTYr(GOpY^cS_qVjK zh!fCf?IU6hI+{PR>EaamKSF-oSH&rQJ45c}&nklEJ6mP%Xr$(I>jm4I5gX)AU0+=U zzs7vZ6{ma1buN9NC4FEz;?(NTxE>F_%o*opuQf!SS`hWC6R)G3_bhEaR9vrs&OeEl zKPTAoCSDBR)@L)8BM~n)HHXV(TtuHmDc<|HGKmv7-k+s!gp=Q4l=EJ%HHq>&g7pUUfmHS95e?`bYQ>8c!B&YhxU!j?`N%oFumw`V)%=!%^-VIKT z)e0kK3#Jo4xmj@3g`xu~ zsXhEF%y2!2e zwEr2FjikPv@t8_^KIGa5#0}R8*4MD?HQ3Ymj+pDD<|5|#eK^O0RjlVC>e1A@4Qt^i zw(E@Lny{7qVe)wO8R)F1oX>gN?k1-}hzolzIla0>uoX#s1u<@nA?Dh;J?#h7V4z*I zBe4(00#mK6a}88mPu|u2MYWDrh&r_zL8l4jj8n%B@}83g z{hj2uFdO<;zky~H>e1A7egJedopCK=tKzf`ImIjQ^gT*t!}lBy zQ@#f_wB-}G+z5G9>MR7mmRbvTAf~Kb_A?xuI+pT$Pv!~M!k7c!LjBe($`2ujTh&-k z4(hZ9P-h(T*b?e2gPl$Fd=>B0n2T6{9&Bs#A1igFVe) z+G-ri+FMd?lB3U=4 zTT@5MDo%0z8X^Crh~l&@IkhJhq3k)>$5E59qwq}P2VsAEG2?~)Y#*iO!{jK7v7p`= zh@+pAJKIpo^O1|RNaY)_xv8GPN<|zw-yyUkzO=b4yK^?=>xj9wsD00}1(+LHi->vs zqE#b4wm{_iXY>aPzHO>|*al+3nn~Z#QKzAvU$lU=v-F1`wl$BK&t@3|PUC1K>aiXt z?|lBr7)s3R4pTkXXqyL}HuQ(WnSzZg^atBhkdGqHHU*n%9#sfz9jCl#mSAl+anuaR zd!K~Fk%j#p`hW?!kxC!1qkgNwQ5@wnSk~;r!18>y;uPx-5%O=iC{BaOsa}WnSM$%# zv?uS)IF=Ec@L|)SP6jx#e@6K=a&e5YwiEuK+lhN`M2mOQp8oI$eJC;KIaWRD*ubw9 zPcCY%7HmwTjz;^dcanKuQ17Ssf`8hRmHok^wt)IN^XGcXZICAYVDmZ3^WZ0zy5GQiPTF#E#CfTqo;z31$-T>% zGSMF+f!wLFbrreeeGzjiG2hLw)V(6EX=+2ro&L0x)wVG1cyGp7M;wm)qs=F$eC|Z6 zNlqgv_adj+*=YAo#VPu4MH0(3nu=4b|3%0@GNd?dui`X-IhNO$+FEjyvkGl>BF+ZZ z$1_fs1KX<*FGGBpeQ1Ba<79qJtgjQfwUP12HDbpm#@a>thBHrce3?w0F&IM~@x*)< z(E5>>&(qlcV2-^4`9G2zLAOkXpQI(4xE?Kfj%(qDZ$n}@@`{2&lB4zUq;@oC!L&P{We0w zDkS2x135L8k)ti^QRjV(uc7&<^91F+fgRtHFJ6P#uhF)Hz^S7KZN8Od7gBy^lgM=& zZTsVE&{<2J>KlO7T4FRw$fvWbLI-xwvdaUdC>onn9pB29wT=K;@w(BUN|Q) z)N>m?tp9b|+$7fzF|YEODs4UGQSeVqz30sLX3ek3#Yy;sR>*ja0=Akd%(fJ^&xbsO zv1v#B+Ef*fz|J^zKu6n1d8+GL2J7z;@=t0hPJ_v5;prl1F4=;zS&Z3}>wwjB>QUt4 zTjtdnd5~{s{4NGBHucTm~Ao>h{!^QbK7g?}_ zq2jS%1@!w0yfmOB%iml#xMre8lC!mkev%fM{i3x z?;F`HVgo*7J4}DzI)<%2aWnd=dJlxpZaRNI=p608o4&zkXtbT=o$EqI2>n54{^>|R zIf-*O)tc}%@MtV&Y^rrg_1rVxInf$3PI({ERC8lL&Z|4qAEGdho6(15uSL=y)H+h6 zYaI#qPa@>sI8&T}kJ9zIcsqKSq9MuNS#(FXddPwa*}qUjzLj#`1Px z^Ad3pIMv1x^M0^4jvR3uv?h?FOyptXMfyMvI5p=IN5alVW9lc&7Hr=@ImaXC`|Akcd1#ZXAt=*_88?Gi9_dzjxm~?n$+!)ct<`j)~TXeljCh3G_c&wtz1a|W@n zxlKI}okjb?piBV!Zg^iNv|aURFqy5u?*er{9u;FSJw za&1Fd{Yi4S5Bc0NfpQBrv3<^1%bY9Ne3IB?&i5vF`6z1^)Ba~*TT{K4#cL4rH043) zgHer~X7L)QA>+#cM^+yBJ(mSshaB0E|E<5tV97Y17$6L;_=|ckxA}$!nWE5a>wf(C&1;8JWuk6KwjZ?(x`9HrS zBGEV>u>6T*+17+ZknaP(&gaoN2ha|YN6vxG@x%#FiH;dl2z^U01oc z3pv$0Gfq?4|FOh7(U#*^#-_@XvBcM)qd!O98B?}<$h!u)rRFvUu zUI^apE0qt>4!;u1dYJV8D{{?ic}?YQ2khzOy&y}lO+6FFYZk2yxju$Etsxu}3+Dj) zl51XLTD4UCLT(Hv*VHi@5a&RyEhVEF1kHbT-Nc5}$*)$!S61WoU-1m3?8gUx3fqWuL0&;_>u7^;@4;7o#5a`>LV9_6hV8J_BRjLCj~|tscaK zazw{aKEr#Xwl(yb8SqKRY5K{Tmjqi4=mYy0Q-!BQqU}WeW-76&XF72L;@9>zeSmpe z8&4j4qfRr0xten`L%q{d0ADh;k>3Q=X`Ca@ho2jph@;@c=6Z6ia&HznExFf*JE!>7 zT*Yaaiqod#aXdIR0)Cdgb_^WZ+Y&#HG1RWEN%;<#Rg>KDTGh-W4ug(HCfN9x zHXjNetybiYW2-glyh!k??Xp+D?Zx*@EcMPn<_jph`y7rIERns{iuUKd61#fWcOUGg zDV+@1SyyAhG05$Ak{7NiIaJOsf=!GI-=UNmH}50f2ODblkUQodvnS;z;aB!M$k8>9 zFY0$Hv)OJI`673Qdas_(f*bcUW*tvUS?d~O`4IYMWioyPP}ZD4odcAs-)B^Fp^?-% z1Rt}$Aa}erw<;5J9M@vWZz}3H)%u}41EX>;?wm%*e~Qy?`HsHffX$5u=o_4$*sszDIOaM&pf4ps$GL7C zMBcNhQ?yj%wyN}#JlN1al6gKK{V_VwAKI*e{10-Sw+i~L$@KyFoAnyG-o^ezGkz~J zpL{|&=Nr}r${CybddeN_gUaW;*JkC@HxA)^wbS&0Th*PEH-ueno9-!He;j;t}?@Cz9(U;MCTh@^O$CsAtppY=e1} zHm4no?&L0G6Y6<@90kKZwui~lv%tn~@}l1RN+Ra7dD=|s@4`7c)U$}o7|Y{XzYd$* zc9O4D_`LNFIT{0A3>$F)u-S!t9iYwYkT0$q7$1-$3uWye5pxcvhf&Ai`L<=*#VBj+ zCcg(5r{~CvzCz^M1Y)i`*(Z{hi{SI@E+GS-ICZet*~{-%9=p8;0CGka{V zVB=5bH_p4PooYUl1$i#<71&Vorww`Cp&cV$44YURX~Qv$qv6D%i=bbLcIG`A1JopxcK$c?`kQ-jtDcKpaZxqT(%j}o`BL;gH{iEEyA_4|6fr|Eq5%#QQ5 zSED|!`^-MXobwp!{!RjTG{?~Qluy1$oCDiB)P0e*Baa@%mq|4(~o zA7R8!BcCrC9-r=*%{%0>|JHq}&9P4&0FpZlE7u4kU>_wrY--}Pj!bM`m)x!1kd zy4U+!_geQbwXxY@l%Gv1&yn@HtOEoyC~qya6@LfMRsO~&Qa3a4$GcFLTA?3D8S6n^ z8$}<=xG4P_ZD~j4QEKNLB85%gpj;8>Fs0w@sCGX7C73gr@e`Dd9+cZ-H~3%OqDnp0 z>>;$wS-w@8oG@s4n1vpJli zvXt8W2&@$+)}D~p(F^2DsCpWWMgKAR+X(I_og`-&z2vd8J@GEei||PDs3e@7W^JZ) z8y;=>qB0h~2xe>(+q%7-7fQ*OTFDP%@~(z_IT!j|#os*##ttgn0A@azt|RX_hZg^V z_5u5=bSK(@?Yy@{y>2AV1E6oL?8|89^bGHH$$UZ`?ep}Ee~~})38h`YHlI)hA3tCI zW|)tgf~)w1D!9B)sDi6<=8LD`@;;#ouHqA_;PO793f{X?g+K2Ts^HHlROor1PzCQj z$XdCA_ZQUW6RP071XbvHpHKx?@d;IMd7n@P*ZCjv^FE;puHqA_;PO793a;W4s^IcI zp$e|z6RP0yKA{S(;uEUi@;;#ouHqA_;BUb_+3&AZ^jYxPz8SmKkpN&;O!DB@yz>#D)@cS3O(-=s^IrsD)hWhsDfYTth56rh`KRA@{iomZKA~!TZOn(u`-H0XG06Xx_X$<&Yi0hoyicfFUo-Q+ z<$Xfc`r4WQE$uYd6kMcgDYJDxv{dS#idZ+r&_5L%>e{S%f z>Hc%0|IF~8oBU^{|J>|9v;5~4|GCwFX8TXce{S=i+x_Pb|C!@Iclys={&Tng%=Mpp z{O4Z(`Jw;J^Pl_t=YIeB{O|ws?_WU!z7@}xse|)n!?)!5-|{}eYJF>-|1Iwmtk$>a z`QP$B!D@Z0p8qZH6Rg&^?D^mFKEZ1JDZ>13d7ogl{^U~rx4ciVTHng&f6My>tMx5? z{i&JJ$cNi?1fu z8s~k2)%rE*{BL=mV6}eap8xHHf0CK^30CXd_x$_vKEc#)wf!c`k2arR-?jNb&L>!C z^Sxw}AHT-Snd22N_c*fi2H4{!$1ooVMGt<(e864hvA^_K-__IocXmGXWTMCM$%e;y zoDKt*F7-Hg4qUv_V>gYk;RKJPr@*dJJTKV0MtU4x01k@c?*(>agza2ngXrle76*8C zfTPi(H^84=3(|+-cBjt`N@&giVq2B=O9|6WKa%jr0>-&AcVM#N+TV zFuu-$(~PdPq&I*= z%a1mnVExI{fAR@-Dg4uJ^K!BhxcX+j%l3v_n1^>{-qq0L>F#~jSw`F=o=>)j(*G&{ zowY!p@vtbz!oT1VkJCEv63y%4y}|d29=yx^c}~gW>_Xn#ptV%DE4Wp2{`4UDSqD$f z2Xn46{xz62xcF`2z`kkl1Y!H#?ZYOcp%2r%D;)$q)*Lc@7QJ#DRQr@}K395EMdWc}hJ z=A4{giZ6lg^xnv9@rQ^%`V5{JJxm2}xU-z6vixZC33d#5n!V7fx8oDcUH3=fXCL+7 zarGx)>AYbW^cBq>H%|a>Ql6$a{y{w01C_c#-@ejQlCL6j<5KbO3eVt09>>wg;y+4q zTI=DNCHXavz|%=-OzlkCuA;XrB@UdkYUpF{lCDa3fm@WuU@N#J{_4}g*x9EY2|HPN z8oo!|hA;5A`S;MLC~R>%c+e7$Tla@2S?qCx`90&jP3t||JjK1V(0@lq!IO$7u=8^F zqyHVecUQ@8*alv!G7#H6MoYwB`Ve|5ImKFVcj7z~J#1Bd3Hw4{CtVd^gwFj#r9TqS z9pb631(%liJk>oAsn67L9sX}`eh`1+Dz`@H9*EGFjr`es(T;70HlQ7vc0j)vRy$~4 zq-h7{i!`s>|3cFW@E7^Cg7`(6R-nE}8`KWX&-DHapH@1)81|HQXoK6Ko!Snqp&i<3 z?a)qdhjvCgv?1-#zSjhjvywwBha0&TfY`q8-{f?aP&V!{c8{5v^VtbYCFQ+X_ph)kr}kz-Bmx6)zHT*_c(f# zc05`k{%^ulrTQ6_pw}ROJh+S6>-5`T><0t8Q;B z2wtZ)D4q)cX!){`su?+L&OC+NtDI!dib|>(;C2W0uqRY!D7t zgNv+*K1RCg=XiQ#eKT!n&=2|+wW0A|$gER50~-@8QXJe+=rh&UL}N+&HpL-(9QrK! zEsNVc^@~{*Jgvy-NgTFU`Wv+$ZNBY}B~SCd?cz7#Z>0^jd+o^6WD@=8a-}8gN#EI# zIGhCi0Oe8iEdAdAa+xoSi+UV#bcovmB4)1}dMQf|s z;lyVSX|Z+v)?38WnfH!R9OD0ke}#0LUVzNGk`o^Uz3MiP-NEpWmYnjL%lV>5cJFJg z^cI^v=?>*}`ZxONei~cEW}n3w@zCzEPb4S)D{)?j&QF1#a|YS<(2tZ3(+9!T8oPuq zg6B(Sa09rbaA@~o%n?s;4RScgAKKls{glSA3Oe?E$r9GH{XV~q3)TJ~?^h9R?SBAy zn)hv2J&iuBpW<9I5zM|#wT%PjNDr~C@eg4vbv9#yMbdM;D}CN9)sbKbb)55y$#viw z<&uZ!1JJQB0d`>$9)eRC~k2*xTrD{ET+ECx?S|YQ{UNZ zN@sy5p`X9PQ!gAmZ1@h3)ANuM>s`^k=&e<9(&M1lNq%|ndV|6yd&7fWMrM8-IBOEe z_THK0JXQbQ=G*Q#tEU_O;3c>XOC>*L%u%m;m(Bvew$S71-N2igJuVgCzh;?u?&iI_ z&iA_OsuIC83>pT5A;-Cw|waA5ap)~d~^8Ht>svc`-WCr=W>IB6=?AV;nQT}Ko~C!TmcV`C znPzen=k(9K>t5ua3jH0`!Eg`gpR4^$-$u{eK^njNzNff;(n;`R@Jz{%%}?$m$#+X= zpT|ni*|%s{XNf-^1OIwUJLO@u+WhQEbcnr1+68*Y`^tH$@mHH~yE^hT@7u2CPIUN? z@;CW5c%LSZqmhhp$@k(W=;M}qdU^zyJ3KNQqc>22e?s0_xf-DI z**p{Z-6XT&R^(qGT>3F|{Ms}O*ybsYJYd>!Nlxhoa7@@%-qkEU1aE+c zEGXxx#?NiO?T#l;^SkAeTg6+Ue8P0HbD=|5gX*|-Yq z!ru74IJYaFk&S=0O3&{1@N<_&_EqE$6;IjM&ieH0{ z-B5NMayWnK&WApkeEc(boXSjc6#5ygu-Rweqp6$bQ}q+2F*z1FJyou%FD2}e8rNly zQAeoD;pe1lx$19pDQOv~vXLGI&l>fK*(2bd(!XmaEq*u4=f(bD>}%2|;2A;vy&BB9 zhu}o;4z(fKrM!!KYm(im*UTYZH{Lt_p>m%3xA;8$n*Y|Bj1$Pyyl=bKGblfk)F&2S z1^c<5&#!|hOU!B01HsL-OUu#E0Oe!67@eHXI?E0)cj^X{;2HOr=Shwr&PD0Dv^#p+ zbD88{3cUyAa5Z7ON&iVV=q+k?7%R=;tNcuH(U@(V_9PHjzHD)pI&KQ#%Kq zRnmEUiIpqHHaA0mllIfj{a_;y58I-!)#8b^fmcd?G9SzuQ2G>@^^`PwNBljcljN`H ze>3YNrxJ(t(qZs9{OeT*(|Pc8RbD4%pM{N^8&7-&DP3j1nUjQLyBCx(VdCEP6j${? zIZrizJ>CW7JU!9sY0kG@d<$`?(!3!3Ex1}`K06rfZQMM)j`(zE?(jbHXUx`H?t=b| z(v|fG&!F#EKw8`#o*tV{HiPY+^Nkv3W@i73olg8i!ZL=552mapH+Y_KBN!X)cu#Oc z${NYGCXFdlU2@_YyF|kx7|SUH1FFkb(G--%B{7fSE+nPXQ78l(tmIQdcbBa zZAMp|wF;jn4zE4#dEySxr>jn-&w%me>J9*}pnh$F{}S=I4PfqNNiRfxoyMHWuPL{a zR8NyG)Y*BIrFWtGbosDL;ZJY!I54}aR`I99NDKFwCAWgHA5XS|cSu)>wPTE4>=_A~q$csg)v&q5mH>kah&V`?L zJG&XYh2-fV%GgOf!b z2XD~cG6yftrme1~{{Dsc_R@RfOThD`pBfvV8HU3ph?Citbt#Q!>Yj(FmI zh|kkXZ_P-;eya4AehSZgrKR{Bbk3i(UJIs=Zm@n0JFj#v;;=;gq1jf`zt`AY@1sY` zZLik<+I-u2s|DwEp7U)NJxf{bqP&Q|N*b9vC+|>hnQz8VQGPb5E(9wmS3{+f@D|G9 zf$C3_LC{}WCOHp7KXj?b>4#wELC)^);p}6u4w=1G2ZPRp#Rj~*=QKtAnzK97SvyL8 z0Z+&p!tbrlGOjQmns)BzdEPZmVZ&L-=e%kBD!5j88rxbH6?+V_8XRYYvK6Ev8a2<8CBXPDf@r-$reV|XKKHdw)uU~ozcu(a2;B7C> zC5l_xkNQ|Ioh0V34V}B^;Xn7ma-M4aw#~QQ$>eF?w_VA~jGc9}yXBnTRrW8*9pkQ! z^22;EoQytM*NP{ApH|*Qhfp5IsV@$fp{v!br7QtgDZR;E@XtYqC&3@y=IQB0VA{+e z;9XU>i+?HQ&Bm6O!(;ZIHplOwuu1v;bG<96fq#|4rnVl!{Jq7-v|YrL?nm9>Uc(kE z|7#TI^k&{0sNc^r-i3|7yB=IrSod?{&mKu;`41H(KSkuP21*2Z;O8pZqT^b+4#iDQUm<-vyu6;s3)(Vgx~Ke`n1@3#k_mUd8+-B zHs5xqkf)jTYpd1fr{;&flkz3DwVFLw3V*9D?eR5~Vdm-4cG5n&$@63@p}+nkkE8d| z?OgKuZt!5GF`IyX2B?in9spAxqdk$+gZA?Q_!HXU&%rZjCx^mgd$D!k?W*Hh0iGu5 zC$si*i|VG^6MBvG8BPTE7LF|J4C?Pt(nY(JZ6Q9~f0?w_`YMDj<%vw4}vnf0ga zgF3s*;nU@wo|yl1_9NnyvhC+nK8?oHiGF7r>5b6CePG)cx3MMTOnJ-tQ>VDoCH({RCgnx6H|Y(P-uOkrHYk5xJ@SuKTGFSWb0)xynHv|NlkVyh-DBvA^B?hM=$wbh-i4og zEHW!gM=M>~Y)TSVpHb+iyY!X~1o!8?@4qRYE{r`sg#U_%%XzB(=QiJV4diLw zw_Wria#qr2{s|n?m)Si=bEKbO4e45?cex$#ux65&?=xHXc#E`jTjY5{J8LzEv>!=Y zHc>YZ1`m4F^JKfC^ZTLS3B3pH?GMoTT8$Z^{?ONn9!($)0qxrga7G*32+v&FZL3Gq z#P7`3XO{SrkBBqp;oSbn_j5hZ^C5EBkBG*SkDrpi4?t({IJyY=+axpVY`RiicAcPm z3v!>{SD`nOFULb4sC0#wqLb={9tUs1GqK6z=xXS8Vmiq6(#hA;K>xDNeqQ=HTFVA_Q6 zFUUDr^)wy_{VMXP9$c%mht>zN=Tg3Fc^qS>BWag1$#kC@Klx>2ziGnROYm5onh)Nj zw8xv_pRDu-b}wdM>hcl9pLL;pf2bT9(>4w=VO#x_^-RQ4ZjzU@vYPxHR*vKzPgx42%aI}Im-j}~tI%_pKCt~dl= z`lIk5#jWNU@T$i>t{w;vzLuQX62DWyqgKUXKRX3b*VIPN`pW2z$TumR-f%q?gJ-=>+4EoMz)0uJ^WH34Mp;WOd-0 zCE|G%Ih}>WSCG?5{H`~67nRkTiLIi%rZ~HOz!!)o{xP^laR~p!Sdq2y>N@D3sytUe zjhuSb$L8;X4_DY4+s_KbQ|v|@K9_DAE+lL!neoNojY>=PGhl!Jlhsq%@3i^0JA*vU z`?ibrCXKzQQw_*}h&0-I(K^K^vUQ$r!liSO-$ijKT@5~0R|T4?iAyI-7fV0C}OZdO{d56BDd4iEQ)zJ+qNfwA#HYP-U%;H}Dwmiysh zy*k{JutnAJv;ZEcI0To1L&j-0!QWeB-S7nBUt(@zy4s*}SdQB&=4Hpg&$vBX&3i-Y z=>=d{najxjs?E3E5b`wd+b%wm_Oo7bjy8c;P!7NOp{MA?k&lnf``9DS{zSWBYx1`5 zhHX#uH0{QEg$>Qdv{mViR>04EHnMw|hDc^`7WBs3g~##UF3cru-hs_SX7|x<6i>1R zo^isN-HEvAHjl%7NNzYLz3yCVONq}@;17s{*+!4ndy@v}BZSi{OrPZMWng&XWhRp` z%r)S?#K&xw`l(%tZT)J?UFCWz`?=%&2?E<|`<~U)oNv48nDTS)av!#2Hl3|1!ws#_ zZ)*0q)ocSsEcUqO66050Zr(<@dPO{em2>uzT5g2?f#R0kh2GYy?TYQb!|jy4YIvI9 z84gdi%58(~Z*EZ?3=ZO5`2C3Y0(X*bTf$HLw;QOi(E{jo3L7nfPCFc)1g6Zpb7_kv zseNc30srnQdv0%drjf4Wh|d+!9eAGFjq(~7YqP<9@Kn)n+FI)z#UZUGPv?s#_%hh$HMXC)LOjmy`FjbOGkNcn%3MbFk8Qr~hLWdw z-*#?+jj1S;PlM-6PWpGoW}Rr$R)JUF=IP2`ApnMyVEQ!>-8OqVgH72RGa*ydV6XZWlINuMFLqtydL!cON`+Xs=#JCN_k@ z{@}Fa!-lQM947w2#?p2-q1|Kpkn|aCgP-}Pdjb3j^p^=+6wd0PvyYi=gr2J2xw+_p zF=4zEJxo)b3J(T12?t}~8K-zAd%vYnRg4D?f!;{jJ{0;!(IdM@WQ*FX^iAZt`1V!4#zNN zD?Tp%>9nPN9`iVR0Bm!u?P4A z^m(z-RZo-t#D_KBpcZWB(U%kdRC!w5k9x;hg=7|KVg1UT3Z9{{LHrRiYm~0?9Wd_@ z=l7t`d(hLP7f5fb=ut=TBI?w2?|O>+M7Vq}!bieED?G!c&+`7=CdJu}hyNnUbhF_Z z3jfv6Cn?V17I0tXX*?FZw$h)<{5b@jx*~JNEk0~u{x`VKGF^{+&R|5Rz!Ry?x>3+G%D{Wj;g5}f zh{{ZCXGNGh#5U(Gkw-R19;ULLJWALR)ZfFv%#nkifvf0Ge@DIUqCO%!1B@S=bQwJR zNVl2I*_p2;ec+)@i=G2FDQvh0{F|9;?*jH~$Tsek{dk*Cu(Qb1yic&`7v!C{U-D_U zF%Nf12DUD``4LYK>gn&u)A(xmms79Lr=0&x^)x<uHGN`i_xfOW5q`t!m)fZG2ZUWsdM`xg2g2p^Y1rJxC%}&_ zuKOiCb+m!k6ZRnT=lXI z&hSJk1HqS}Pu9DVKHz%k!Sw*Mw;1kA`Dd&io<`XtAH$zoIh3y40r1TIVL4A_|KH{l zY&dzE_X*}YlHNq`3Qi)ub=XOc(Qtp!hkSsQnK zz^q5Pr@^efxEl!DoiWw-XnVUVPop2g^9udTUx))X@JX}fJ8htirF)B~yf?v~uQMC7 zo`mgyoGtW;qtQb~-)A7Cs?qRvER(cB>ze9Q0caKHDkpV<%PQw+~ZNn-xa(= z`Ph0S{6B6MUI(7K)Z?fJcz5*kcgC5S(%$?$bnb+U&jnX0&ZW1&b&_A&ZJYmgQ%Q@_ zSvyKTLe53fr<($QNp&;04NTcCy$i0CS(34N7#YRqnPtaOsCg1$-Rzhr*x*~=^bnfN$l z)`MB!NPa>bc9qQLv%$nOd5(8IEjf|hhveI8YkPJ6rp+hV2&<<#pJ3INcI;2$V@bQC zzWjjq7M1p}+4Qqm^55gVL#2msJ$S=%k88|Mew}z~egpqnwK+vwf0(TFHar8}%J40` z>n`f-eDDtCSNJhJ>_;chkiXc#WUZ8?r}f_SukftWSi(I`Sn5dgBj8&lGujT%YWld( z!SmHl7SD!_p$ylUO|RWSHQ36@ymFrE{M7OO#JSbe zbI8+w@(K3Kcf4fB_%r?ZU18ScqMvRN=8nnqEa7%f*?Nv3Zu4OictYvI)@>WlA+eJ?=;$72dhpz{-2N#$P z+cor4m-8;#=cHh9mTptCA&Dg?w6T`$X`1a{LVaIL*w-W{vh~|~)#d2UxBRyY6}Eil zmUA@0S4c}w(sD7FaaU!`BYJFp)n1Xzcq2U61|$!os~N1f3`G8X%H%cB=cw#u=8q+% zk2u!kt1P7<@w~Ot_Uimwn@_NF$}Y5vu>GP0DXn@5KSfTdI$$*yE6AS$+SIdY#5?7@Nd7t)8qBvEi*h$cBbzbE&kYS zFzWA6ShEA+%v8C5nNkvcE@9{2E`D2+iEa|MdCj7k9tZm(vm_ke0A3>SjCjr{`IJn)eB|7XD{c9>T+s z)0?t7nRi)P8pOM5)pogK;b&ZzjtB3v*wd3AQQk%%r$8CQ&LlA#kAceH_zC#gqe*rG z2g=jzIG?l&JchsX+#V42#PG@n ze5v^2x#IKNpD`~TyU*dVPt7)S<3P(qPyFco&dz13rbCGy{4S#Qi&0a)Kruv*d zL%YLVB6$qFiTUdHz$?@qC4WT@wteX?)RWPw=b6nL=hDC40KF4q6!QhpPwiv!6Y4;f zaPV6&YyDAqPNlGEcj!Zv-pu+u?6%`?L1!H{ybU~uxo89Rq@UuMd^?2@yN;4KOp?+<2QHnKYG^TNiys!wgc z-p;r7H|Ogu8;;I7FCDy1UWA%Eg?FOc?ZTlW1`V->A zdQ;K}9UIDE6Jb9fFUo6z)4lxQ=d|zJ=~wnA4vZTD%irc1o+q<=Zm_#5+szN7U;GOE z>=gxezTK%Ua~+^Zw|Ja1S@~2unA*C=2*y%oyWfGi$~@A$N#!b=OMFU-XXYqx!!(8q z?955C;+Y%?&wSqX8Mp`S?9t#za-s{6S%u8C;A-N$3QYV1v$JWWUw@mh+((^W0#6g; ziE8NSZRI>wd)Vgd?E>;N@9Qo4BYJ*wk>YSYayEc>LrxWAopZ>S-Ib?-o$IJtC_EH; z$45Ob`#vZOr5#CQ&#%=CV$_91`(c|D6 z)sgghc*vLX8I={}m)WYe%=A3bD&EE2yxAdy?JJ)0Jvyx6#^aH*N;0!;@KiJYzL@br zU!^_V2V7EpEc;uhZAl&D2FDz16+AX}91Fcsbs;_mJViKJ1ZKTBT)?|}tKA4MhfduO zCxBVgFV|DXG{GzIZ?3Elsy}P<^>!h7n)mgV450nQ?!RPq+nW~ncV$OXwu_H=oLYO! znsssm^w$=7dhly>GF&)%jC!#r0SJHv=`Bm6sf7wu{=3EY37 zx%)l(73pQIFfhBu?&5LdiNmf<9tU$MpRAKcc80;)Puox3 zA^G9c@MAL(ne8ciT4f(k*bk*P_BvGkS7PgfS!LZpLBZ;j+>-q%~Skn~c85hIx(hG`@1^1@y zvNmwW4dS=*WF%jdo`YH^Yu2;+TKy5 zvDXqGw#L?^j%fBczPDAJ%m(L8Z6;68)pCPo9HQ*Wa<8L5mh4Lu+ z8~M^heNgrjc&4bnrvdU=#}96Teu2_e?q_#X{N3HebI4NBUq=r6F3C`^wbgy$8Ag0; zefAmJ-X74Gt6xs-yya@OKhEq$deL_M208F&zaq{<7JHs-5cpNaCpMc8tDC<@W+Uyu z2=dq4_t+TeBJ%VY|E)RdMOIHcA-_)jV|XIvr?cK$whLj;IQ&oO&+EN`ovU1<{7MJC z>%Sdm*djao+C%AztD$3aR^C^@ZXkT;ZSkk%#kKGZk^YmL!OX#uYT`UaWjOf`X_+Mc zq$l)&;!jVb42P;a?l5p2V~>?!&RQg9`?yB@aUbMxuGqZ{9xeW4t6{}C?Lydj(pz~= zfqVW_yAx-YbQ0GSPu2(BwZ!KG+8nd@rH@FO;aSO8>o9n#q}%K$-i57Ux|X`uPxRz^ z-b>pXehhwzcJD^ySes^dl2@y21e*!#ZO$xDN0FytIZsECr+Hs*iJc#K=P`x7oV@Px zsK@be%1@8Q!q-ACQSYuJuP+c!+6(%;MG9+uUrGF~XlYT}({;p|^5ABJX~WCD&J&G4 z-Q~Qix7wL-8uGi)_S*eH9i)f27xXzAx5VbVWR=Q5IEHs&dl9{f{EebVX7f=+o!#B? zaki&t6T$VYFW5Q)_vWO{*1oB~PCKDn#!Io;6En6CN0DEF%0Tj6cs46O$*qKC>>4~y z8TR)X`MB8{A~rXv+3aEy<4%Ns3ga#-^J^8)$nNkuf-`&DYy# ztEV|%Z|P!m#n>i#5ImSVTOjSMxg^(+mVrudwwUQl7JIMcV&2tTI*HeVC*R_+Gh5yrDg)Vb(5sa8=*#3| zs5Ukm46dgi{0%&FR5si&a44B&d*W>>|EbMeS%-Bt2gH^x`ZxG{DZk2hMh>7{T}N85 z#g96oXY8Ut0_ifg9MBE;M{<-uPntyGR`5|=dY{FaK5`R78#`D0e zokd&U6n$;wY@60o+I+o@Ay4zZ-jY4(YxyPJb?X8a^|$5D@t1`iWYV0Io>&h1QH zt8|-gqdfFO4>lL8D|vcmb5G`6;lq@ZE!3kv@P{``=1l0x4Ds7J6V_+ri=g*Hj-5*} zzp)=f&!&6+s6V(~JaG}3$Vtwj4N1l0Zi8;Vhs+-tcQ!>fuVhayvh~(!N@IC^Tdlei zKT0_vEv`SfFXhC}eiZfIU}ws}INFx6VCJpSPvIxMv8}@f;whiEvGLVhc)Fv1v-6lI zp7?d>orr_YH~ZaDZhN&J*5>PNEP0yu^;W)9gFUCfY?m45G?<<7Ahq)~cHhtis(0>^ zR(-Eq;=fD#g8Qof3hn`4_PEEf`624NSok!`jH3_Q#`t8p+JRQvqv|et^Kbv)zg?#C z5d9b))-;j@$gEc#X+8!X)@NF08C~gZy#hQCJRD4$*<$fzd{wf$nbxX&HrO6&7u6T{ z1pIeNe#@C)?g4RItxpj>vHbviZA5l&?l8qOusM=;LxpR6`HSVEq1|43}>%gle1 z(ePBmWBX6oaKttqUaR=T2lL)FlAl;u+FtiJ@^@NgE~E8K-G*#qq>HVd?vH-_-nnlF zUPXsjDUaM%aA)%3D`4tlXzP0`AMrfdWa!Jq(^`j|51Tzs-XlIeMNd`}|5mWA`!U|g zrV-Zev$J!L*yNSZ)KQO8vkCC=_xfpue+6yndtkHS`#I%={Yz)>-AvzVwk*BWo@ZuT zxm|Q;ceSu*nb_UTW*cF1>ORtE@H6T=_wJ&!D zFZ4Kg89Y(>9t;A{B#qs`*ugh<0CS$I!EEl?&u(}ey5-SLV83SKwK@h&*{&H%J=&zY zR(u#-D_lMJ6LE5mEBzC6_B)G3!p4#lz5<>3X36aPwo9q8Q@Hk%HfE1v4ngvFjIZb4U!V*|4lW)HR6Y-pGZWT(Qvk8~BAO+PjS z?q$M`=DnXGe;>ssu{B%Y@7uUn`w7Q8pK9hZUIE_C+);{SlYfwuh(^ngu&bS-(&g>mc%=&YZ&tR?L2DwCnz zG0fbpd`^RVyAt!aj-6k89d(NP7t$N3v!U8gmmwcpoa_K_5AuBrcscEMJ(xA3_#Wag zOZBm(CvhN+&g{U3ODFC{-ZfBR!$YXEv`cXx=*^Y8SF|70=IiYe@-*-3EuHeNq!k&r ztawM*Y~O8sJD9kA13GPKaNTC{kf*8fAM~iF1V=G`YgU|tQ;^BsN#Sn^n=zKNvw|zc zx-71;)fVo$+ zY=h4DIZ5DWebOBSPYZLXouGFiy-&WS7-DCiw1OL$cbo~{t~`x?_NI91nLCepLl~Qk zEJEfcwGU|@aFb+aDR=|)p~zXyT(5<&jFYnm!Bvui09Vjq4&D%tCL|q1$<( zXO$Lb>t@)vRKGww`BJl|$LGNRwAyF)9Qx^@_AN8{Ta?$q#qca4-)#;x13VG_7U>~; zn{-jm!$-jlDjQi3FgC%#OytnF21V$s&sS{sm3Nt)^WUO+5uFTAp!^N5H67A!+(G-6 zO1I%mbZBQFzd>73L{1&_9*RToZNk2AT->P)Q#}S8T zpxYb``^dBey_aML1;VnwkeTmh<{fThr5(0B)qeV5r<;>BY)E>$9S3@|RDZMn|L(8JHM#yBI=hv-`ebqQxt^!^&&?gH{YU?+ z{2S!H>h^Lw4{*D9%1++Vmq)wY<2txQ|LtveZ-+CyA%s*k$Y-OnRhg=Py6|-;o*g`| z{=c*T)AMNmr)R7K|H_i zdhk5h_2hYo>&5dM?oggzc3pUW#qGm$U)PoAey$tO{atsSUv&rg^i(;eOYhmq>qO6; zJx$MDyhA`ecXJ(i{+rvK=a*b3o_n}GdG6(^dG75xBTwm;T%}u2rCU$wRZrTTi81Pw7=p=~YkZRZpc`Po-N=rCU$wRZrThB_mrC0r5deu{U z)l=!xQ|Z#Pk}m00|Ce6%lwS3e-t?5-^e4UPDZS|_z3C~vt=j3Oa+!3l%d(TjEY${3Vr0mB#D~bb0+6?I!uZqPxuN;t2nDC4YT Date: Tue, 24 Nov 2020 14:31:41 -0500 Subject: [PATCH 03/11] merged all data into one dataset --- .../data/medianHouseholdIncome.xls | Bin 81920 -> 81920 bytes .../Deliverable 1/data/populationDensity.csv | 105 +++++++++--------- 2 files changed, 52 insertions(+), 53 deletions(-) diff --git a/vaccination_viruses/Deliverable 1/data/medianHouseholdIncome.xls b/vaccination_viruses/Deliverable 1/data/medianHouseholdIncome.xls index bbca333d9d961fd01ab3dc4a8b9f167578475d82..6042edc59c651655fa334d3bca2d56e8e5d1ed7f 100644 GIT binary patch delta 24 fcmZo@U~On%-H^k=>abX`sIR$@WqTnDW4|>3XzK_g delta 24 fcmZo@U~On%-H^k=YS6W`PNKPxWqTnDW4|>3Xx<1E diff --git a/vaccination_viruses/Deliverable 1/data/populationDensity.csv b/vaccination_viruses/Deliverable 1/data/populationDensity.csv index b831f6e..2a2f8c6 100644 --- a/vaccination_viruses/Deliverable 1/data/populationDensity.csv +++ b/vaccination_viruses/Deliverable 1/data/populationDensity.csv @@ -1,53 +1,52 @@ -"State","Density","Pop","LandArea" -"Washington DC","11814.5410","720687","61" -"New Jersey","1215.1985","8936570","7354" -"Rhode Island","1021.4313","1056160","1034" -"Massachusetts","894.4359","6976600","7800" -"Puerto Rico","876.6002","3032160","3459" -"Connecticut","735.8695","3563080","4842" -"Maryland","626.6735","6083120","9707" -"Delaware","504.3073","982895","1949" -"New York","412.5218","19440500","47126" -"Florida","410.1259","21993000","53625" -"Ohio","287.5040","11747700","40861" -"Pennsylvania","286.5454","12820900","44743" -"California","256.3728","39937500","155779" -"Illinois","228.0246","12659700","55519" -"Hawaii","219.9424","1412690","6423" -"Virginia","218.4404","8626210","39490" -"North Carolina","218.2710","10611900","48618" -"Indiana","188.2809","6745350","35826" -"Georgia","186.6726","10736100","57513" -"Michigan","177.6650","10045000","56539" -"South Carolina","173.3176","5210100","30061" -"Tennessee","167.2749","6897580","41235" -"New Hampshire","153.1610","1371250","8953" -"Washington","117.3273","7797100","66456" -"Kentucky","113.9566","4499690","39486" -"Texas","112.8204","29472300","261232" -"Wisconsin","108.0496","5851750","54158" -"Louisiana","107.5174","4645180","43204" -"Alabama","96.9221","4908620","50645" -"Missouri","89.7453","6169270","68742" -"West Virginia","73.9691","1778070","24038" -"Minnesota","71.5922","5700670","79627" -"Vermont","68.1416","628061","9217" -"Arizona","64.9549","7378490","113594" -"Mississippi","63.7056","2989260","46923" -"Arkansas","58.4030","3039000","52035" -"Oklahoma","57.6546","3954820","68595" -"Iowa","56.9284","3179850","55857" -"Colorado","56.4012","5845530","103642" -"Oregon","44.8086","4301090","95988" -"Maine","43.6336","1345790","30843" -"Utah","39.9430","3282120","82170" -"Kansas","35.5968","2910360","81759" -"Nevada","28.5993","3139660","109781" -"Nebraska","25.4161","1952570","76824" -"Idaho","22.0970","1826160","82643" -"New Mexico","17.2850","2096640","121298" -"South Dakota","11.9116","903027","75811" -"North Dakota","11.0393","761723","69001" -"Montana","7.4668","1086760","145546" -"Wyoming","5.8400","567025","97093" -"Alaska","1.2863","734002","570641" \ No newline at end of file +States,Density,Pop,LandArea +District of Columbia,11814.541,720687,61 +New Jersey,1215.1985,8936570,7354 +Rhode Island,1021.4313,1056160,1034 +Massachusetts,894.4359,6976600,7800 +Connecticut,735.8695,3563080,4842 +Maryland,626.6735,6083120,9707 +Delaware,504.3073,982895,1949 +New York,412.5218,19440500,47126 +Florida,410.1259,21993000,53625 +Ohio,287.504,11747700,40861 +Pennsylvania,286.5454,12820900,44743 +California,256.3728,39937500,155779 +Illinois,228.0246,12659700,55519 +Hawaii,219.9424,1412690,6423 +Virginia,218.4404,8626210,39490 +North Carolina,218.271,10611900,48618 +Indiana,188.2809,6745350,35826 +Georgia,186.6726,10736100,57513 +Michigan,177.665,10045000,56539 +South Carolina,173.3176,5210100,30061 +Tennessee,167.2749,6897580,41235 +New Hampshire,153.161,1371250,8953 +Washington,117.3273,7797100,66456 +Kentucky,113.9566,4499690,39486 +Texas,112.8204,29472300,261232 +Wisconsin,108.0496,5851750,54158 +Louisiana,107.5174,4645180,43204 +Alabama,96.9221,4908620,50645 +Missouri,89.7453,6169270,68742 +West Virginia,73.9691,1778070,24038 +Minnesota,71.5922,5700670,79627 +Vermont,68.1416,628061,9217 +Arizona,64.9549,7378490,113594 +Mississippi,63.7056,2989260,46923 +Arkansas,58.403,3039000,52035 +Oklahoma,57.6546,3954820,68595 +Iowa,56.9284,3179850,55857 +Colorado,56.4012,5845530,103642 +Oregon,44.8086,4301090,95988 +Maine,43.6336,1345790,30843 +Utah,39.943,3282120,82170 +Kansas,35.5968,2910360,81759 +Nevada,28.5993,3139660,109781 +Nebraska,25.4161,1952570,76824 +Idaho,22.097,1826160,82643 +New Mexico,17.285,2096640,121298 +South Dakota,11.9116,903027,75811 +North Dakota,11.0393,761723,69001 +Montana,7.4668,1086760,145546 +Wyoming,5.84,567025,97093 +Alaska,1.2863,734002,570641 \ No newline at end of file From 07bad8a4fc8936e17ac640a2db60fa115b3fb8a4 Mon Sep 17 00:00:00 2001 From: Jeffrey Ng Date: Tue, 24 Nov 2020 14:34:24 -0500 Subject: [PATCH 04/11] adde data --- .DS_Store | Bin 0 -> 8196 bytes vaccination_viruses/.DS_Store | Bin 0 -> 8196 bytes vaccination_viruses/Deliverable 1/.DS_Store | Bin 0 -> 8196 bytes .../Deliverable 1/clean_data.Rmd | 72 ++++++++++++++++++ .../data/educational_attainment.csv | 52 +++++++++++++ .../Deliverable 1/data/full_data.csv | 52 +++++++++++++ .../data/importance_of_vaccination_poll.csv | 28 +++++++ .../data/medianHouseholdIncome.csv | 52 +++++++++++++ .../Deliverable 1/data\\full_data.csv" | 52 +++++++++++++ 9 files changed, 308 insertions(+) create mode 100644 .DS_Store create mode 100644 vaccination_viruses/.DS_Store create mode 100644 vaccination_viruses/Deliverable 1/.DS_Store create mode 100644 vaccination_viruses/Deliverable 1/clean_data.Rmd create mode 100644 vaccination_viruses/Deliverable 1/data/educational_attainment.csv create mode 100644 vaccination_viruses/Deliverable 1/data/full_data.csv create mode 100644 vaccination_viruses/Deliverable 1/data/importance_of_vaccination_poll.csv create mode 100644 vaccination_viruses/Deliverable 1/data/medianHouseholdIncome.csv create mode 100644 "vaccination_viruses/Deliverable 1/data\\full_data.csv" diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..d6bab816127a81477b0891f2fd57f997db09cda2 GIT binary patch literal 8196 zcmeHMOKjX!6umc1Tib1umrtE!8j?{aky4bVlYi9`b@Hi7)k32Dlcr2PW7C*=>@fDs zqzx%q@$I%i%MQ9hmH3JUAQp%XY(Roa6gCJ18x}0s6v2l3{5(;bHc~f0r20jE=Y8&d ze)ss;Pj>u?}sAY>q9 zAY>q9AY@=GFhFNEFVZIGzL*W`kb#ha2a*B)eTdSyQ0m7f9-@)W=?)TTVZ z_lX9W2yj)P?@DWm>;VH;3{ngf?ld3e=7fm=R|N`pK;aG;+!=!m1^v5|U(`1TOb86? zkb#hayBXlGPZi`TYfsbP`uyF7B#oPpg&eqGfSW3~iz&-Vk;j**May)(c>Fso*;cxJ z$4*I76lITcW_-aZjC-1wa|gBTY2F*vyoFTIo^Tv%t*xb|Orwxw)kBW$X{K#teP>fQ z$Yg%nv~{O2=;UnO_175}6Ots$a+1|9FL(Czv_(66dRN+_%YA+EwrF=(@5+iS)wFc< zpE#SjaB=yWl}lGe#29=vpnL-Z*X}=j%gqmo@Jlkq@NX5vmz7=Wv1;Y`jG1=qar2^) zWaTbJe}cNBStC!8PNy9!m$BU>t4M2BI%jE~F<@ET*q!l=C6Bk}Tqo-d`G!fxa;`CE zke!(~hRK>-EBQ(zi=OG&?v#;r31f-42ui-OdvByM)_S0`??~e2p0aYLR4UcedDAsh zmN8i{b#Gx-bJK>coA$Xm;?wrbCru+OS74hwVQU$~_fl)rI*G-knOw?zI%j$p#9H-g zgUmjZ=5^Z1V~)-}bzxtxHc8THK0cH+sMc??vhqF6Evho%QcO&fWPfD;!-_I-o*pc7 zWiirzP*Eo>EoE3tmnGk*t6Nd0^CC2MG8jBmsi-q)CzGKqyEMjwQ~TAU68l1Wg5UU* z=6WNGh8^5{pk7sH`S^gY8@eP(u|#V?65}UL9W+5VJOZOI3py0wGF*XI;0?F|AHYZO zIeZ0Q!#D6P+=8FrXZQtvh2P;e{0V=--zZ@PR$>)4Vk;iNgBZsSJd8(i00(ghPvIC& z;3Q6A63?NDPvLp=a0M^nv-kqOh%e)1d>yaj+xQN?i|^sb_=(t9Nl~JYihi-iPpNgE zZzxGLctcCZ?j_L(NwoQYmFV}o`J=0-tg7DI5NmDg=sl8Hd#)QEeOBKwqwHq-qi>Cae_xa8T+n{_p{YGX7KVO&X)-)(M*C=5yIvftg`LbD|_ z#}`)GBXODZ%(nU6NSD$hk#gB~F?&ckER(ibshI6oNT4TWw!>d&V4tEekmYq++*FBg z!TazTsqhE*k+k<4`~kNSNO@&giw&f_CX8VVwv+Zcu?xGgf1Umw#}ORGS)9XpJVPp6 zAQhfR3vDdm5?;h*QsZ;@JZbSI(&80-6<@=vcn#m&pu^)u1q#IL_pihJc-FQY`y6=` zRek4TVQ(uiuuW{DmgoP+Hvj#9D{M8~L&!kLz`w)*mJW{(57OeBeXMz|9i{6mUA%C+ uRe`<>Rem~7=%?d^YyU8$c9cxHPa?oofiyzpKmQ>hJpaS<-&fv)UHt>>2IzDE literal 0 HcmV?d00001 diff --git a/vaccination_viruses/.DS_Store b/vaccination_viruses/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..8037ca93c0be9b873ff87439fdb72123efdbb516 GIT binary patch literal 8196 zcmeI1O>Ep$5P)YkX=A%h^Ab|(Zu+xIh#DYGck^4d4c+{yRJ1h8=D#UhZ)_41uN~Ij z-83O3C;rrHi&}2b3#!DQ1P6W&To7EiP|?B#ao~c00~fB$^Ycbc(nOqqs(zB+JinRo zdo%uQYjyzud-Hk%Km`Da4ldaa>h9CHo*x@pB$z2DiR2GZ00VNMK?bZ1*5O2$fiMGM z2Eq)483;4*f5-rRvw4#?`R)sC*oPSiGw@JmfWIGNba0srHyy-7RY2ESA_Ik>6)T?z`zxQ5(9-h>0{iSWHOK|LJD_4;SLzAj6sEh{_5lx^UVR1 zLWX^qfiMFbGr%98O6aG$-2!t>{cg|`n8*~}`Hbac$m*NSyk)vxJbniwW#!wpS4fhg zD3!{E)T~oXd777Zd$rtoem1CivzcH#>^RoySj&u>MlsE5`yAWTOxwu$&ZcgV$<&x> z>rS!P$=kZ?UneCLk|fJ=nyE`mtsNcBvDS{x<>uH@S693_*51~+yevz58WY{8FJ><- zF1@sT`MQV_gEs|Kt&94`)*)MNp-+Sy$(BOCTMAiLcBli@%BgX4+ObpSqLF4*E=7Er zP6u;Ffub9mcC38XcGIkSTC=9}mgX5fmc@8U+LVuXF9e!YUEs!4av9&M836icl2OG)8W>xbv&OjU(B1{CDtHG{%qYoRhiOh z7iS%vUrlEpOTs?3PgT!zO<&HSUJo1|YgCnCmttaCVEFhGiZVP$HI+=*^geU2}CMsvM$^M*}Z`Z`#gh920m9Pht=DVjrHtAsogL9K|%wpouTw9D2Bn zm+@tM4d2A;cmvM< z=s(5shn<4OM{0K;XlQCqbRJKx-ph42a1CJhGUbCLNbw0O5#pnJn~2>TtyA`wfL;&! z2r*|YNE~riA*^H3dWmphl7Ff+Mi0pZG((|nj6NwzEFyF*(YQ=jZu+j8s~vMSNL_5$JAgP4Ibv1ygp{{x%<{{J9`7VbIB zK$wAlm;o&BPxbeb@n$b~UTeqbxJUv)i)=Q z6f&&C41^ijoB{sxi4vV?#3S0;{d;!aGF>l`xDS!4=#HJ$l0+%pLocUiopRdKyrSE$ z6)y4Kkmk*1gZ7BySgUO z@%GvPEw_{s2NaQfCBO%j0A;#M8LXveC(N8kvW zR-4nTT+z}zqtCLqu{+@z3m$JxxlX}L`Gy(Bimowipq*JV2GAN^>-e26&U>a~yJJSd zMHx>f#IohPyZ6P8#G8+`_nb=J+q1WZ)z(oug_*HE^Lf)KjFwH^o1N6$oMG#xJu_Z1 zT{CMLBes?|YN17zeXmFNE6PMMYra@Cy{jxPN&aZVL4{81xQYvo&hMtPk0oKR9#oV| zT$3soSnGkqV@(PjaWN*Q1%{75LFvdGK04+GQ?(wa%BZDf4U6frn5UzYD&r*)8ha)f zJW)rLiJX(qV<>JgcDh$lp5xP=*Ie)7ykX;#z7FQ@!zE2}U7xP=1xfK_bC4v)zZM5b zBk3fk$q<=De#_)Kxj}A{x5-`d3Hh9SMZP89k?+ZU@__tIekH$=-^m~3FNnfUs0ImY z;Sd~#BhU=T;5a0p4Nk%t=!1Sp!Fd>l5g3Ir$iNJk@B++%2g`5`UWV7;O}GWO;VrlW z@4@@<0elFb!e?S(kqU%Qi+-hsFR-=xD?NPZ%}AY*?bUj*6O3yRNHBgCNzT9L0dXopVdg{L5i zjB&y)z_Ty}lQ0F-a2Yw9Mb75H0vpP(0E@7MyuAXi!t3w`T!$NQGvMx>4Wyl|FeW72 zSxZ_eU9c_3p24vSnd{BN-geGFl?Yzp`~ShM&;Pe`io)2#4E*mi0MUW;KtG1L)klKw zwN<>X;Kd8KTM^QC!D`(>0QOh^FvPZsrrakP$Q2=R1j|2u5J1E4zn}Q9+SVEP8*9P1 A7ytkO literal 0 HcmV?d00001 diff --git a/vaccination_viruses/Deliverable 1/clean_data.Rmd b/vaccination_viruses/Deliverable 1/clean_data.Rmd new file mode 100644 index 0000000..1c147db --- /dev/null +++ b/vaccination_viruses/Deliverable 1/clean_data.Rmd @@ -0,0 +1,72 @@ +--- +title: "Clean_data" +output: pdf_document +--- + +```{r setup, include=FALSE} +library(tidyverse) +``` + +```{r clean_healthExpenditures} +# data from 2014 +healthcareSpending_headers <- read.csv(file = 'data/healthExpendituresState.csv', skip = 1, nrows = 1, as.is = TRUE) +healthcareSpending = read.csv(file = 'data/healthExpendituresState.csv', skip = 3, nrows = 51, as.is = TRUE) +colnames(healthcareSpending) = healthcareSpending_headers +healthcareSpending$`Total Health Spending` = gsub("\\$", "", healthcareSpending$`Total Health Spending`) +healthcareSpending$`Total Health Spending` = as.numeric(gsub("\\,", "", healthcareSpending$`Total Health Spending`)) +healthcareSpending <- healthcareSpending %>% rename(States = Location) +``` + +```{r clean_population_by_state} +# data from 2019 +population <- read.csv(file = 'data/population_by_state.csv') +population <- population[order(population$States),] +population$Population = as.numeric(gsub("\\,", "", population$Population)) +``` + +```{r vaccination rate} +# data from 2017 +vaccinationRate <- read.csv(file = 'data/vaccinationrate_and_exemption.csv') +vaccinationRate <- vaccinationRate %>% rename(VaxRate = `X.`) +vaccinationRate <- subset(vaccinationRate, select=c('States', 'VaxRate', 'Exemption')) +``` + +```{r populationDensity} +# data from 2020 +populationDensity <- read.csv(file = 'data/populationDensity.csv') +populationDensity <- subset(populationDensity, select=c('States', 'Density')) +populationDensity = populationDensity %>% rename(population_density = Density) +``` + +```{r medianIncome} +# data from 2017 +medianIncome <- read.csv(file = 'data/medianHouseholdIncome.csv') +medianIncome <- subset(medianIncome, select=c('States', 'Median_income')) +medianIncome$Median_income = as.numeric(gsub("\\,", "", medianIncome$Median_income)) +``` + +```{r educational_attainment} +# data from 2020 +educational_attainment <- read.csv(file = 'data/educational_attainment.csv') + + +``` + + +```{r merge_all_data and export} +# Vaccination data is from 2017, Exemption is from 2020, Healthcare spending is from 2014 + +data <- merge(vaccinationRate, healthcareSpending, by="States") +data <- merge(data, population, by="States") +data <- data %>% mutate(spending_per_capita = (`Total Health Spending`/Population)*1000000) +data <- merge(data, populationDensity, by="States") +data <- merge(data, medianIncome, by="States") +data <- merge(data, educational_attainment, by="States") +write.csv(data, "data\\full_data.csv") +``` + +```{} + + + + diff --git a/vaccination_viruses/Deliverable 1/data/educational_attainment.csv b/vaccination_viruses/Deliverable 1/data/educational_attainment.csv new file mode 100644 index 0000000..23c27cd --- /dev/null +++ b/vaccination_viruses/Deliverable 1/data/educational_attainment.csv @@ -0,0 +1,52 @@ +States,HighSchool_Plus,Bachelors_Plus +Montana,93.2,31.2 +Minnesota,93,35.4 +Wyoming,92.9,26.9 +New Hampshire,92.9,36.5 +Alaska,92.7,29.2 +Vermont,92.6,37.3 +North Dakota,92.5,29.5 +Maine,92.3,30.9 +Utah,92,33.3 +Iowa,92,28.2 +Wisconsin,91.9,29.5 +Hawaii,91.8,32.5 +South Dakota,91.7,28.5 +Colorado,91.4,40.1 +Washington,91.1,35.3 +Nebraska,91.1,31.3 +Kansas,90.7,32.9 +Idaho,90.6,26.9 +District of Columbia,90.6,57.6 +Michigan,90.5,28.6 +Connecticut,90.5,38.9 +Oregon,90.4,32.9 +Massachusetts,90.4,42.9 +Pennsylvania,90.2,30.8 +Ohio,90.1,27.8 +Maryland,90,39.6 +Delaware,89.8,31.4 +Missouri,89.6,28.6 +New Jersey,89.5,38.9 +Virginia,89.3,38.2 +Illinois,88.9,34.1 +Indiana,88.6,25.9 +Rhode Island,88,33.3 +Florida,88,29.2 +Oklahoma,87.8,25.2 +North Carolina,87.4,30.5 +South Carolina,87.1,27.4 +Tennessee,87,26.6 +Arizona,86.8,28.9 +Georgia,86.7,30.7 +West Virginia,86.5,20.3 +New York,86.5,35.9 +Nevada,86.3,24.2 +Arkansas,86.2,22.6 +Alabama,85.8,24.9 +Kentucky,85.7,23.6 +New Mexico,85.3,27.1 +Louisiana,84.8,23.7 +Mississippi,83.9,21.8 +Texas,83.2,29.3 +California,82.9,33.3 \ No newline at end of file diff --git a/vaccination_viruses/Deliverable 1/data/full_data.csv b/vaccination_viruses/Deliverable 1/data/full_data.csv new file mode 100644 index 0000000..dd030ee --- /dev/null +++ b/vaccination_viruses/Deliverable 1/data/full_data.csv @@ -0,0 +1,52 @@ +"","States","VaxRate","Exemption","Total Health Spending","Population","spending_per_capita","population_density","Median_income","HighSchool_Plus","Bachelors_Plus" +"1","Alabama",92.3,"Religious Exemption",35263,4903185,7191.85590590606,96.9221,51113,85.8,24.9 +"2","Alaska",89.3,"Religious Exemption",8151,731545,11142.1717050899,1.2863,72231,92.7,29.2 +"3","Arizona",91.7,"Personal Belief Exemption",43356,7278717,5956.54426460048,64.9549,61125,86.8,28.9 +"4","Arkansas",92.6,"Personal Belief Exemption",21980,3017825,7283.39118404811,58.403,48829,86.2,22.6 +"5","California",92.9,"Medical Exemption Only",291989,39512223,7389.83984778584,256.3728,69759,82.9,33.3 +"6","Colorado",87.2,"Personal Belief Exemption",36398,5758736,6320.48421736992,56.4012,74172,91.4,40.1 +"7","Connecticut",94.6,"Religious Exemption",35413,3565287,9932.72070383114,735.8695,72780,90.5,38.9 +"8","Delaware",92.9,"Religious Exemption",9587,973764,9845.30132557786,504.3073,62318,89.8,31.4 +"9","District of Columbia",94.1,"Religious Exemption",7871,705749,11152.6902624021,11814.541,83382,90.6,57.6 +"10","Florida",91.9,"Religious Exemption",160624,21477737,7478.62775300768,410.1259,53681,88,29.2 +"11","Georgia",90.7,"Religious Exemption",66447,10617423,6258.29827068207,186.6726,57016,86.7,30.7 +"12","Hawaii",90.5,"Religious Exemption",10338,1415872,7301.50748090223,219.9424,73575,91.8,32.5 +"13","Idaho",92.2,"Personal Belief Exemption",11315,1787065,6331.61076961386,22.097,60208,90.6,26.9 +"14","Illinois",91.9,"Religious Exemption",106306,12671821,8389.16521942663,228.0246,64609,88.9,34.1 +"15","Indiana",87,"Religious Exemption",54741,6732219,8131.19715802472,188.2809,58873,88.6,25.9 +"16","Iowa",91.5,"Religious Exemption",25487,3155070,8078.10920201454,56.9284,63481,92,28.2 +"17","Kansas",89.8,"Religious Exemption",22183,2913314,7614.35258952519,35.5968,57872,90.7,32.9 +"18","Kentucky",92.7,"Religious Exemption",35323,4467673,7906.35303881909,113.9566,51348,85.7,23.6 +"19","Louisiana",91.3,"Religious Exemption",36324,4648794,7813.63940841431,107.5174,43903,84.8,23.7 +"20","Maine",93.7,"Medical Exemption Only",12684,1344212,9436.01158150649,43.6336,51664,92.3,30.9 +"21","Maryland",92.4,"Religious Exemption",51330,6045680,8490.3600587527,626.6735,81084,90,39.6 +"22","Massachusetts",98.3,"Religious Exemption",71274,6949503,10255.9852121799,894.4359,73227,90.4,42.9 +"23","Michigan",92.2,"Personal Belief Exemption",79874,9986857,7997.91165528855,177.665,57700,90.5,28.6 +"24","Minnesota",94.3,"Personal Belief Exemption",48377,5639632,8578.04197153289,71.5922,71920,93,35.4 +"25","Mississippi",91.8,"Medical Exemption Only",22879,2976149,7687.45113231898,63.7056,43441,83.9,21.8 +"26","Missouri",85.8,"Religious Exemption",49137,6137428,8006.12243434872,89.7453,56885,89.6,28.6 +"27","Montana",92.3,"Religious Exemption",8409,1068778,7867.86404660276,7.4668,59087,93.2,31.2 +"28","Nebraska",93.7,"Religious Exemption",15823,1934408,8179.76352455118,25.4161,59619,91.1,31.3 +"29","Nevada",92.4,"Religious Exemption",19020,3080156,6175.01191498093,28.5993,56550,86.3,24.2 +"30","New Hampshire",94.1,"Religious Exemption",12742,1359711,9371.10900772297,153.161,74801,92.9,36.5 +"31","New Jersey",89,"Religious Exemption",79066,8882190,8901.63349354157,1215.1985,72997,89.5,38.9 +"32","New Mexico",89.3,"Religious Exemption",15027,2096829,7166.53575470389,17.285,47855,85.3,27.1 +"33","New York",92.5,"Medical Exemption Only",192809,19453561,9911.24452741583,412.5218,62447,86.5,35.9 +"34","North Carolina",92.2,"Religious Exemption",72160,10488084,6880.18898399364,218.271,50343,87.4,30.5 +"35","North Dakota",95.7,"Personal Belief Exemption",7289,762062,9564.83855644291,11.0393,59886,92.5,29.5 +"36","Ohio",88.3,"Personal Belief Exemption",101013,11689100,8641.64050269054,287.504,59768,90.1,27.8 +"37","Oklahoma",91.7,"Personal Belief Exemption",29575,3956971,7474.15131422495,57.6546,55006,87.8,25.2 +"38","Oregon",90.3,"Personal Belief Exemption",31920,4217737,7568.03944864272,44.8086,64610,90.4,32.9 +"39","Pennsylvania",91.7,"Personal Belief Exemption",118419,12801989,9250.0470044147,286.5454,63173,90.2,30.8 +"40","Rhode Island",95.3,"Religious Exemption",10071,1059361,9506.67430649231,1021.4313,66390,88,33.3 +"41","South Carolina",88,"Religious Exemption",35299,5148714,6855.88673210437,173.3176,54971,87.1,27.4 +"42","South Dakota",89.9,"Religious Exemption",7616,884659,8608.96684485208,11.9116,56894,91.7,28.5 +"43","Tennessee",92.3,"Religious Exemption",48249,6833174,7060.99391000434,167.2749,55240,87,26.6 +"44","Texas",90.3,"Personal Belief Exemption",188559,28995881,6502.9581270526,112.8204,59295,83.2,29.3 +"45","Utah",88.7,"Personal Belief Exemption",17597,3205958,5488.84296051289,39.943,71319,92,33.3 +"46","Vermont",93.7,"Religious Exemption",6389,623989,10238.9625458141,68.1416,63805,92.6,37.3 +"47","Virginia",97.6,"Religious Exemption",62847,8535519,7362.99690739368,218.4404,71293,89.3,38.2 +"48","Washington",88.5,"Religious Exemption",55819,7614893,7330.24088454033,117.3273,75418,91.1,35.3 +"49","West Virginia",89.9,"Medical Exemption Only",17491,1792147,9759.80206980789,73.9691,45392,86.5,20.3 +"50","Wisconsin",89.9,"Personal Belief Exemption",50109,5822434,8606.19459147154,108.0496,63451,91.9,29.5 +"51","Wyoming",89.1,"Religious Exemption",4856,578759,8390.36628372086,5.84,57837,92.9,26.9 diff --git a/vaccination_viruses/Deliverable 1/data/importance_of_vaccination_poll.csv b/vaccination_viruses/Deliverable 1/data/importance_of_vaccination_poll.csv new file mode 100644 index 0000000..fde55ea --- /dev/null +++ b/vaccination_viruses/Deliverable 1/data/importance_of_vaccination_poll.csv @@ -0,0 +1,28 @@ +,2001,2015,2019 +,%,%,% +All Americans,94,84,84 +,,, +Gender,,, +Male,91,81,82 +Female,96,88,85 +,,, +Age,,, +18-29,94,72,83 +30-49,92,87,80 +50-64,94,86,85 +65+,96,90,91 +,,, +Education,,, +Postgrad,92,92,90 +College grad only,94,79,89 +Some college,93,86,77 +HS grad or less,93,82,84 +,,, +Political affiliation,,, +Republican,93,82,79 +Independent,91,83,82 +Democrat,97,88,92 +,,, +Parental status,,, +Americans with children under 18,92,85,77 +Americans with no children under 18,94,90,87 \ No newline at end of file diff --git a/vaccination_viruses/Deliverable 1/data/medianHouseholdIncome.csv b/vaccination_viruses/Deliverable 1/data/medianHouseholdIncome.csv new file mode 100644 index 0000000..235ecec --- /dev/null +++ b/vaccination_viruses/Deliverable 1/data/medianHouseholdIncome.csv @@ -0,0 +1,52 @@ +States,Median_income,Standard_error +Alabama,"51,113",845 +Alaska,"72,231","2,719" +Arizona,"61,125","2,642" +Arkansas,"48,829","2,642" +California,"69,759","1,452" +Colorado,"74,172","2,982" +Connecticut,"72,780","3,509" +Delaware,"62,318","3,300" +District of Columbia,"83,382","3,319" +Florida,"53,681","1,816" +Georgia,"57,016","2,434" +Hawaii,"73,575","2,227" +Idaho,"60,208","2,400" +Illinois,"64,609","1,999" +Indiana,"58,873","2,026" +Iowa,"63,481","5,512" +Kansas,"57,872","2,898" +Kentucky,"51,348","1,364" +Louisiana,"43,903","1,453" +Maine,"51,664","2,146" +Maryland,"81,084","3,652" +Massachusetts,"73,227","3,328" +Michigan,"57,700","2,337" +Minnesota,"71,920","2,991" +Mississippi,"43,441","2,204" +Missouri,"56,885","2,611" +Montana,"59,087","2,589" +Nebraska,"59,619","2,848" +Nevada,"56,550","3,039" +New Hampshire,"74,801","3,041" +New Jersey,"72,997","2,999" +New Mexico,"47,855","1,969" +New York,"62,447","2,093" +North Carolina,"50,343","1,760" +North Dakota,"59,886","1,676" +Ohio,"59,768","1,890" +Oklahoma,"55,006","3,102" +Oregon,"64,610","2,856" +Pennsylvania,"63,173","2,753" +Rhode Island,"66,390","4,209" +South Carolina,"54,971","2,078" +South Dakota,"56,894","3,633" +Tennessee,"55,240","2,162" +Texas,"59,295","1,702" +Utah,"71,319","2,250" +Vermont,"63,805","3,133" +Virginia,"71,293","3,276" +Washington,"75,418","3,307" +West Virginia,"45,392","1,485" +Wisconsin,"63,451","3,673" +Wyoming,"57,837","3,134" \ No newline at end of file diff --git "a/vaccination_viruses/Deliverable 1/data\\full_data.csv" "b/vaccination_viruses/Deliverable 1/data\\full_data.csv" new file mode 100644 index 0000000..dd030ee --- /dev/null +++ "b/vaccination_viruses/Deliverable 1/data\\full_data.csv" @@ -0,0 +1,52 @@ +"","States","VaxRate","Exemption","Total Health Spending","Population","spending_per_capita","population_density","Median_income","HighSchool_Plus","Bachelors_Plus" +"1","Alabama",92.3,"Religious Exemption",35263,4903185,7191.85590590606,96.9221,51113,85.8,24.9 +"2","Alaska",89.3,"Religious Exemption",8151,731545,11142.1717050899,1.2863,72231,92.7,29.2 +"3","Arizona",91.7,"Personal Belief Exemption",43356,7278717,5956.54426460048,64.9549,61125,86.8,28.9 +"4","Arkansas",92.6,"Personal Belief Exemption",21980,3017825,7283.39118404811,58.403,48829,86.2,22.6 +"5","California",92.9,"Medical Exemption Only",291989,39512223,7389.83984778584,256.3728,69759,82.9,33.3 +"6","Colorado",87.2,"Personal Belief Exemption",36398,5758736,6320.48421736992,56.4012,74172,91.4,40.1 +"7","Connecticut",94.6,"Religious Exemption",35413,3565287,9932.72070383114,735.8695,72780,90.5,38.9 +"8","Delaware",92.9,"Religious Exemption",9587,973764,9845.30132557786,504.3073,62318,89.8,31.4 +"9","District of Columbia",94.1,"Religious Exemption",7871,705749,11152.6902624021,11814.541,83382,90.6,57.6 +"10","Florida",91.9,"Religious Exemption",160624,21477737,7478.62775300768,410.1259,53681,88,29.2 +"11","Georgia",90.7,"Religious Exemption",66447,10617423,6258.29827068207,186.6726,57016,86.7,30.7 +"12","Hawaii",90.5,"Religious Exemption",10338,1415872,7301.50748090223,219.9424,73575,91.8,32.5 +"13","Idaho",92.2,"Personal Belief Exemption",11315,1787065,6331.61076961386,22.097,60208,90.6,26.9 +"14","Illinois",91.9,"Religious Exemption",106306,12671821,8389.16521942663,228.0246,64609,88.9,34.1 +"15","Indiana",87,"Religious Exemption",54741,6732219,8131.19715802472,188.2809,58873,88.6,25.9 +"16","Iowa",91.5,"Religious Exemption",25487,3155070,8078.10920201454,56.9284,63481,92,28.2 +"17","Kansas",89.8,"Religious Exemption",22183,2913314,7614.35258952519,35.5968,57872,90.7,32.9 +"18","Kentucky",92.7,"Religious Exemption",35323,4467673,7906.35303881909,113.9566,51348,85.7,23.6 +"19","Louisiana",91.3,"Religious Exemption",36324,4648794,7813.63940841431,107.5174,43903,84.8,23.7 +"20","Maine",93.7,"Medical Exemption Only",12684,1344212,9436.01158150649,43.6336,51664,92.3,30.9 +"21","Maryland",92.4,"Religious Exemption",51330,6045680,8490.3600587527,626.6735,81084,90,39.6 +"22","Massachusetts",98.3,"Religious Exemption",71274,6949503,10255.9852121799,894.4359,73227,90.4,42.9 +"23","Michigan",92.2,"Personal Belief Exemption",79874,9986857,7997.91165528855,177.665,57700,90.5,28.6 +"24","Minnesota",94.3,"Personal Belief Exemption",48377,5639632,8578.04197153289,71.5922,71920,93,35.4 +"25","Mississippi",91.8,"Medical Exemption Only",22879,2976149,7687.45113231898,63.7056,43441,83.9,21.8 +"26","Missouri",85.8,"Religious Exemption",49137,6137428,8006.12243434872,89.7453,56885,89.6,28.6 +"27","Montana",92.3,"Religious Exemption",8409,1068778,7867.86404660276,7.4668,59087,93.2,31.2 +"28","Nebraska",93.7,"Religious Exemption",15823,1934408,8179.76352455118,25.4161,59619,91.1,31.3 +"29","Nevada",92.4,"Religious Exemption",19020,3080156,6175.01191498093,28.5993,56550,86.3,24.2 +"30","New Hampshire",94.1,"Religious Exemption",12742,1359711,9371.10900772297,153.161,74801,92.9,36.5 +"31","New Jersey",89,"Religious Exemption",79066,8882190,8901.63349354157,1215.1985,72997,89.5,38.9 +"32","New Mexico",89.3,"Religious Exemption",15027,2096829,7166.53575470389,17.285,47855,85.3,27.1 +"33","New York",92.5,"Medical Exemption Only",192809,19453561,9911.24452741583,412.5218,62447,86.5,35.9 +"34","North Carolina",92.2,"Religious Exemption",72160,10488084,6880.18898399364,218.271,50343,87.4,30.5 +"35","North Dakota",95.7,"Personal Belief Exemption",7289,762062,9564.83855644291,11.0393,59886,92.5,29.5 +"36","Ohio",88.3,"Personal Belief Exemption",101013,11689100,8641.64050269054,287.504,59768,90.1,27.8 +"37","Oklahoma",91.7,"Personal Belief Exemption",29575,3956971,7474.15131422495,57.6546,55006,87.8,25.2 +"38","Oregon",90.3,"Personal Belief Exemption",31920,4217737,7568.03944864272,44.8086,64610,90.4,32.9 +"39","Pennsylvania",91.7,"Personal Belief Exemption",118419,12801989,9250.0470044147,286.5454,63173,90.2,30.8 +"40","Rhode Island",95.3,"Religious Exemption",10071,1059361,9506.67430649231,1021.4313,66390,88,33.3 +"41","South Carolina",88,"Religious Exemption",35299,5148714,6855.88673210437,173.3176,54971,87.1,27.4 +"42","South Dakota",89.9,"Religious Exemption",7616,884659,8608.96684485208,11.9116,56894,91.7,28.5 +"43","Tennessee",92.3,"Religious Exemption",48249,6833174,7060.99391000434,167.2749,55240,87,26.6 +"44","Texas",90.3,"Personal Belief Exemption",188559,28995881,6502.9581270526,112.8204,59295,83.2,29.3 +"45","Utah",88.7,"Personal Belief Exemption",17597,3205958,5488.84296051289,39.943,71319,92,33.3 +"46","Vermont",93.7,"Religious Exemption",6389,623989,10238.9625458141,68.1416,63805,92.6,37.3 +"47","Virginia",97.6,"Religious Exemption",62847,8535519,7362.99690739368,218.4404,71293,89.3,38.2 +"48","Washington",88.5,"Religious Exemption",55819,7614893,7330.24088454033,117.3273,75418,91.1,35.3 +"49","West Virginia",89.9,"Medical Exemption Only",17491,1792147,9759.80206980789,73.9691,45392,86.5,20.3 +"50","Wisconsin",89.9,"Personal Belief Exemption",50109,5822434,8606.19459147154,108.0496,63451,91.9,29.5 +"51","Wyoming",89.1,"Religious Exemption",4856,578759,8390.36628372086,5.84,57837,92.9,26.9 From 08dcb6cccf29e2d9ec42f80eeeead3b20dd4aed2 Mon Sep 17 00:00:00 2001 From: Albert Fung Date: Wed, 25 Nov 2020 20:17:15 -0500 Subject: [PATCH 05/11] Deliverable 2 --- vaccination_viruses/Deliverable 2/README.md | 116 ++++++++++++++++++++ 1 file changed, 116 insertions(+) create mode 100644 vaccination_viruses/Deliverable 2/README.md diff --git a/vaccination_viruses/Deliverable 2/README.md b/vaccination_viruses/Deliverable 2/README.md new file mode 100644 index 0000000..bc1ec66 --- /dev/null +++ b/vaccination_viruses/Deliverable 2/README.md @@ -0,0 +1,116 @@ +This file will cover all the labels/features in our dataset. + +States: + +- This label simply represents each state within the USA. We are primarly be using state data. +There are 50 states plus the District of Columbia (DC), which totals to 51 observations. Since +we're looking at state data, we found data and created this final dataset by merging the +observations with the state name. + +VaxRate (2017): + +- This label represents the percentage of each state's population that has received the MMR +vaccine (measles, mumps, and rubella). The MMR vaccine is one of the most commonly +recommended vaccines for individuals and is typically taken at a young age in two doses. +This vaccine is very commonly required by law for children to attend school. 2017 is the +primarly vaccination rate that we used. We also used, however, others as well to gain +additional insight into trends over the years. + +2007 + +- Vaccination rates by state for 2007. + +2008 + +- Vaccination rates by state for 2008. + +2009 + +- Vaccination rates by state for 2009. + +2010 + +- Vaccination rates by state for 2010. + +2011 + +- Vaccination rates by state for 2011. + +2012 + +- Vaccination rates by state for 2012. + +2013 + +- Vaccination rates by state for 2013. + +2014 + +- Vaccination rates by state for 2014. + +2015 + +- Vaccination rates by state for 2015. + +2016 + +- Vaccination rates by state for 2016. + +Exemption: + +- This variable represents the exemptions that each state allows for all mandatory vaccines. +There are three types of exemptions: religious exemption, medical exemption only, and personal +belief exemptions. Religious and medical exemptions are self-explanatory. Personal belief +exemptions are very broad and may overlap with other exemptions such as religious exemptions. +From strictest vaccination legislation to the most lax: medical exemptions only, religious +exemptions, personal relief exemptions. + +Total Health Spending + +- This feature represents the total health spending that each state spends per year (represented +in millions of dollars). This includes “spending for all privately and publicly funded personal +health care services and products (hospital care, physician services, nursing home care, +prescription drugs, etc.) by state of residence. It should be noted, however, that we decided it +would be prudent to find the per capita since states have widely varying populations. Therefore, +just examining the total health spending per state would fail to take into account that the +population may play a role (states with lower populations likely spend much less and vice versa). + +Population + +- Represents the population of each state. This feature can be used for a myriad of things. For +example, it was used in conjunction with the "Total Health Spending" feature to find the total +health spending per capita in each state. + +spending_per_capita + +- This feature represents the total health spending per capita for each state. This was a variable +that we created by dividing the "Total Health Spending" observations by the "Population" +observations. This feature will give us more reliable readings on how much each state spends on +health by removing any skewing of the data that might affect "Total Health Spending" due to +population size differences. + +population_density + +- Represents the number of people per square mile for each state. This feature may have multiple +uses. It provides insight into the geograph and demographics of different states. + +Median_income + +- Represents the median household income in per state. The values are indicated in dollars. + +HighSchool_Plus + +- Represents the percentage of residents in each state that have completed at least +high school. This percentage also includes those who have completed studies after high school +such as undergraduate degree (bachelor's). + +Bachelor_Plus + +- Represents the percentage of residents in each state that have completed at least a +bachelor's (undergraduate degree). This also includes those who have pursued further +education (postgraduate education, etc). + +spending_per_pupil + +- Represents the amount of dollars spent per elementary and secondary (K-8) student by +state. \ No newline at end of file From 95628d6de6f359dd1701b1760db203d7e601c454 Mon Sep 17 00:00:00 2001 From: Jeffrey Ng Date: Wed, 25 Nov 2020 20:31:35 -0500 Subject: [PATCH 06/11] added code for deliverable 2 --- .DS_Store | Bin 8196 -> 10244 bytes vaccination_viruses/.DS_Store | Bin 8196 -> 14340 bytes vaccination_viruses/Deliverable 1/.DS_Store | Bin 8196 -> 6148 bytes .../Deliverable 1/clean_data.Rmd | 72 - .../Deliverable 1/code/deliverable_1.Rmd | 8 +- .../data/cb12-33table1states-1.xls | Bin 37888 -> 0 bytes .../reduction_cases.xlsx | Bin 9402 -> 0 bytes .../reduction_deaths.xlsx | Bin 9313 -> 0 bytes .../vaccinationRates_vs_safety.csv | 2913 ----------------- .../vaccine_coverage.pdf | Bin 88970 -> 0 bytes .../data/educational_attainment.csv | 52 - .../Deliverable 1/data/full_data.csv | 52 - .../data/healthExpendituresState.csv | 70 - .../data/importance_of_vaccination_poll.csv | 28 - .../data/importance_of_vaccination_poll.xlsx | Bin 9283 -> 0 bytes .../data/medianHouseholdIncome.csv | 52 - .../data/medianHouseholdIncome.xls | Bin 81920 -> 0 bytes .../Deliverable 1/data/populationDensity.csv | 52 - .../data/population_by_state.csv | 52 - .../data/vaccinationrate_and_exemption.csv | 52 - .../data/vaccines_autism_poll.xlsx | Bin 9275 -> 0 bytes .../data/vaccines_danger_poll.xlsx | Bin 9223 -> 0 bytes .../Deliverable 1/data\\full_data.csv" | 52 - vaccination_viruses/Deliverable 2/README.md | 6 +- 24 files changed, 8 insertions(+), 3453 deletions(-) delete mode 100644 vaccination_viruses/Deliverable 1/clean_data.Rmd delete mode 100644 vaccination_viruses/Deliverable 1/data/cb12-33table1states-1.xls delete mode 100644 vaccination_viruses/Deliverable 1/data/data_for_introduction/reduction_cases.xlsx delete mode 100644 vaccination_viruses/Deliverable 1/data/data_for_introduction/reduction_deaths.xlsx delete mode 100644 vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccinationRates_vs_safety.csv delete mode 100644 vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccine_coverage.pdf delete mode 100644 vaccination_viruses/Deliverable 1/data/educational_attainment.csv delete mode 100644 vaccination_viruses/Deliverable 1/data/full_data.csv delete mode 100644 vaccination_viruses/Deliverable 1/data/healthExpendituresState.csv delete mode 100644 vaccination_viruses/Deliverable 1/data/importance_of_vaccination_poll.csv delete mode 100644 vaccination_viruses/Deliverable 1/data/importance_of_vaccination_poll.xlsx delete mode 100644 vaccination_viruses/Deliverable 1/data/medianHouseholdIncome.csv delete mode 100644 vaccination_viruses/Deliverable 1/data/medianHouseholdIncome.xls delete mode 100644 vaccination_viruses/Deliverable 1/data/populationDensity.csv delete mode 100644 vaccination_viruses/Deliverable 1/data/population_by_state.csv delete mode 100644 vaccination_viruses/Deliverable 1/data/vaccinationrate_and_exemption.csv delete mode 100644 vaccination_viruses/Deliverable 1/data/vaccines_autism_poll.xlsx delete mode 100644 vaccination_viruses/Deliverable 1/data/vaccines_danger_poll.xlsx delete mode 100644 "vaccination_viruses/Deliverable 1/data\\full_data.csv" diff --git a/.DS_Store b/.DS_Store index d6bab816127a81477b0891f2fd57f997db09cda2..49c96d1bbd36f5818c731232dfec986a3588c84a 100644 GIT binary patch literal 10244 zcmeHMO>i8=6@E{a?P=M@V_6{9VIbkc--Uuo_&Grp2a4hf30x@3RbUD(Iiyltpx}~Q__}*m*&SPsLsE&W zGCei@dS3T?{rc-~w!3GEhj}DaZ6c9kpZi3dlktXSIX|iM1)DHs$1q!O6*iwK?hwN&8tXwK=is8Ge$UIXR(l za`521YEE3xGRrdrG6XI~K%U(@X(OE=kK)w%eH-cq|E`iUT-+Yr_f`U~hpyASS7`7mK+(`i^m6r&U?4^kK4a;cWG|4quikILw+ zfxaC0kgqTTAnqzB=pfl&mo&`3*-#LWW=Zo9ogy4Bu7FCKhIdyR4xSozvkMG+*? z0k4!ViF&KAC3H89;Tos?u(=Yl|J>>_=&{j)-a^HL65_13M@2xWt>sdx0^1rrgtlNF zBJ(lA_>$3pgKc(#4$w}FW`g!XZUjzFdryq*Mj1?O>t!Wc78SQ6^d)hYy$0a-75FUK$ERBGyE-rFS&-Padg)QU%ePX# z*D@}b9>!Q?S+aUQ4oIwjh@VtEY6e>UtOPDLSYJj20ZL6wHC{FKUSMWY^C%Ji0bWWo zQ8oGM`KMCV_o8@s_*3p!(7ABYV#Da_>RQ(Ii^-GW%w%lG^=OA(J1U>{+wsX#Ql1J! zf39qo?(^K4qS-SZ2C?l0ZcQ0`j*BMuPkVtA&g=;5ffFe|le)q%gb+n@_1Uu{qoYIl zk6tR+yky}$6mvouwyqWn#&{Lu(uor`)h6kW1cRD ze!UW)W<}Zd%XKt%$9#X%JL5)&V)s-mOGl!x7LTijhdkIyUD528_V-j{FASpl+*$-F z#2ZUj>M}c)^Jyz%huun6iED)r+v z7rAr6yl(ljbpw`|iV&@78$xN;ZxCYYAxx+l39Z@q6JZ_n?UL)8jxbcC&9@3`x}k?; z-kB(G>lW6ba#*P#)hZO zp5;gRasD+w!!Pph`49Xmzs7IzyE?9pCPnw?=Vs3Dp>*{WP2SLs1DB&{4isJYKcVQw zrE=<4bg%4LbwmH)(55Zh3Ul+Cn#eYywX#c*O0!0>smT`2V5@g^Uv7=Kem>qG1pnMq zhNQf?_(EUrYU{>)E@w(68R~J}Ku(wprVI7BegL%{sFRMx#@w&~pUnm8F}GQa8ep!u zP}kljZWrLT*{N%{3lQ{9VJ=dR#?}a7k`R~S;=D|JiC(97z`{@HQ*iIk^cC3mH!yDz zn{0u3IbOrp^UdJi2L2Hb@n{SGcJXfB!}sz5p5lXG;W4nV%nl#tkgHtd2yA?We+4c+ z1}>iGr}%09E&q;RNbzuYlYv_DD_76M#$+wMym5svT3SKNC^Nh+^zUi)wcv*HZ_#+)+nVNv)r9HE*@o z0A+cGK!(7zh`<6JR9=4n-#P#P|JP#ZSxgxM83O+y1h{iza$*OZHMiPnzw%pq9``Za zGRbzcS}GG{>T^7#`W%l3`8i%4F`!FM7|N~yy|kaz5+$Vn`kw*vyI6Mq2k;ty%Fh4) Icjy1_0l3@?Qvd(} delta 985 zcmd_oPe_wt90%~PM$2zsD?tclX_{8qBKFXl%{#QO-r;) zkLW2qrx)~!Ueg=;Kp*K7eWtIJqwn;CR-m91PL!bFxZD>aacA*=6=*IvK zVhE>TVHhJw;XE#23Rf`W#5K&~78Y?2_wfK3JQj=ku+%f8UhO~WslWBajK|u*D#cGt z7ez*`Gz%E|6!RO6swCsKtmf7|Mv!e&Bo5!WI%UnQMU{NqzP8)S+7zk8H)TC;U2Csk zjFYM=-mq`|hyKcSmmbm+N%fZAOQ0|GjdCC;$59L&Rnn&hUTlG13N;~!5L*9G>cKwr zVh~4g6vw31X=ycr7~+_~Sxn-bG`ob$n88&Emd14~;0A8uj__9uW>O0%wXNMxFO;z} eU$vRhoK2L}?pI{Z=4+Y6P*GYq4DWyBlEyFHW6#+D diff --git a/vaccination_viruses/.DS_Store b/vaccination_viruses/.DS_Store index 8037ca93c0be9b873ff87439fdb72123efdbb516..3a68f9ddf829bd7a16535d4ed604e9f3f1079adc 100644 GIT binary patch literal 14340 zcmeHOd2kzN6@Nd+NmiS6yt(8^krE}Yb2v_X#7CW@QG6tJ5=a_5iF34$WNi~sS#q_q zozzKdU;+#@EtGOJ9A%(D+rab>nsQ8;attj{W@y3CCLQ`mVW!M59K%&Q3{&3seUgym z$TXotLfM_!eY@YWyZU`^zxRIceIg>X4M*yU>WE0=T}aa)D%FVsEOR$eFZM~>G%f+} zChvUCB1TafA&Zg}n$+4Ua1d}1xRwwo;g=ELZz=C()WP3v?)Mw!D~keDAG1f=!?8q| zsAMoa6pPxay1ExoGOcv_jG3BCpXKhHvsLdm=Z-|J(OpBSXd-U!vywK;ezV*@mKg0G zNW^z1Em6OJAQ2lLjNAR@oPkhmU^o^^SzBVUp6KnC-IubCr^MMoJCRJa%Z7bX?kmdr zO>@|`_E_8@I%0KjH`|2koUy>Wq;ln&hL#P%iL%+{=A5~@elQxb;;HB@Q7gH3G#W`A zI}ox5tav0EKe~S;YDdE{t2Z7RwC143<(e>OmzTLK+#b!W)cS_Q(c6ZjsT1;Ei+pbV zaD<=qwnRkSEn=S6T(TzMbGr|Tn)al{$B3rM+vrv96)rQR_1gTxs-#-4ahbNO_tt1U zq8?SN*K20PwKog_&cP;6aF zWRCdec`XnAiMi&Sa_?gAb()q7{)8Cyla=@?5{Dhn_5H^xGS9UabF#OcO zU)@eR!uE2E&d|r{96d&l(^u)cJPgk>{IAgO>Cf~k{f%Bj31*=Tvr*0i;K3sJunG-w z0D=tr+p!xrVh;m<1YrzF@NEoZ1fv+o`|y5z0C(Xd_%t5CXT$*T%cOzVX31A`4h{ki z0uBQILO{$90p5iSrscSja_ZoNa3Ms!a3SQz=W?oJ84v|5gK0UgB$x08)s>~{iZsQ5 z>dxhXbh}_$jw`9U6XcWmKItbT%}|h@Xc3Uj2|*>Dql18hz+?nwa?#Yj|4`cZ-*YM7 z-`_F6^D6oN7Yya_&zrwsapj8DbxrFxXT7!pH!aVN%=I0m%cy)p=__V@LCFs$+!YHw z-bK29FFWtn@nT%UoGFNeHsPsQ==KNv%Y>U~s!P4f?{YC~P<2)QYE3gsKk;wIbFJ?;_T%8oTw=*`KUnf6@m(7GnigvQxhrYot@(iuGtm2fOy$*t^_=UhKs_^dltw zON*WRAtYfVg;Thbo&0y<-RxtY!QJfce+XysIi+q{2Y*|>`r*N;b#J668IL96N4b@l z^owh0Lw77OptMw24^(jLm9NW<&!+4d9<|f@O+U!!_wyNUtLeI4rr*@V6t*W7N)6j> zq2wWPwL6qL7EYh{CK9pic__S(Np8P6zdaF8g`#mQDLXSE|Ep;`4#&yl7PPw#-s`^dcM+Q&aK6did9rw#0 z#e7UjDo@LdILjwffR#h%@6G(=TsrUR>fU~pK53@&{$r+h=ZWVM%1=lOdn^LRbJ z4AU?CYA4hD#Y;RzXny4qk0*Dw$k6@+y|IAids_6?Ni^RxSKm}f z^EU@Qo`MNX(R}{)JNT7ym}U;mms3`jU0yENf0=$wf22RrU+AwqDQH+AdA^5v{#w+c z4q__Uh)rn24(w#Ixr--*n{YFe%@B_AG;o`o22SEM-h=n@=YK!5{6}yOU&47jiErWC z_zs@Iv$&v?G&?2i%qXprxcF~%H)D%5&jwxJT4;kd3mYUYn>2G*po+>SJw?xOxasH8 zD!nnAB!W%bIOegPm9dvCk_b2*WSeBMDjq|WZBk0cJw)J1*rd~Jk?u*`qzCX&feIFe zogSWA1q-Z_x|wry5O5H15O5H15cuChK!nW#)J{Fr#ESr$`Ftzq@Z+4nkMa3#&P*ie z9h@v0pj7sHh|6r*Vl5|;B6LeW|Dp|i&s_dh%56g2Ka}4Nr;D|FtFp2z5IG#|(TpE^ zF+)2!rD~LUw{>;TGj_ZQX;qPg9Y`i(vE2zfDzdW&vWeD7Red?B*Gptvv)NdYdYxV2 zTUu3J+t|9PP3F?(%{Pq8OTCK39Y zR3lDw#o6i~a#ZnU&Q$-M7YWSZEcHCOL|_#M4qCApK^a5b${~Xr(IaDsDr^wOt=RV-#n=B|`#;2aLk9r|fh$G;r5!yTZQLD2ZXwp%1$aNgyVyj#aV2FJKBSl9 z$rBM%yq@>$#`QsQ!E#(l*^RGNxBuEAK=sFg+%T5I|0~6ah|S^u>i;hPAN>EHoPlS7 delta 1153 zcmchWNla5w6o$_aPrUDeG>6p<(65*$pw#g+^VtVQ0LrkLZf6FS+mD^Z&U+zH`pdp`oB4BCH*Z zR1uj=riMB5^x0i-B=fj?dyqejUA85r$v4_syXEMl5E*qlB0WrmDVA0 zQfu(cvt@E;t`MQYj#%$tY~UF8GWOb3^X3c5b8-`f^M%+I2@gc;`=aU}nXyZJ!f5SR z7w|CClN%N;GK|*FSUke}bxZMA7^1B!+!5{K5#2g(2Sw-zU8E5jr7LuU?$aZB zK`-eQy`^{bo<7kx`c6OSCrv{`8s>t*4iEBCfHIV$0+pyj4OU|f)}kI8um!DX!#1>I zKVmqDP7L5AP9cGF7;|78mv9-^a1*z18+Y&k59M!BfX9++MY5cGZ0<&fQ93Jp&tLfZ zhYS<4JuBOhlkY8CQng}bQ0DtKGnEXNJJ0aQLEnNzGAMKxGd{^Udu@h>&t0nXdyFF) zx_$1&jPVr9^Sdi`l@Fe3dCQFDOp)hvEVtUI(N%7^X1R67YNk@a(=0d7sMmE)%o{AT z>O-f*Y_PA>U3#WKf21k;q9FfLfJwo%K_uZ8!wVn$3UC#cB7i!qLQp|A5pTpMG-C&L zVmJ0E&<7OgPIMuTBRGoVIH7=_!C9Qg1p^l`f>DfNTt>25CYoH6u%}wD6X|MhG#hBb z&Zbot1lG&V8H}k8F?)+-d&Y<=nEwN67ETHJPoVyBQU!X|0+a%hy;%(k+H?E?dc5mM diff --git a/vaccination_viruses/Deliverable 1/.DS_Store b/vaccination_viruses/Deliverable 1/.DS_Store index 91e95edbd011cf232f2a27eabe9c6ad52688a1a7..5008ddfcf53c02e82d7eee2e57c38e5672ef89f6 100644 GIT binary patch delta 105 zcmZp1XfcprU|?W$DortDU=RQ@Ie-{MGpJ516q~502;ws^0>w5KPGg_gAhnpCgF}!R pBnTAa1`@77th%xAJM(0I8AV3M$)+;eJWLRCKt?lcj^~-f3;-`E4{!hg literal 8196 zcmeI1OKjXk7=Y*BY#V#}$RwoH-SlB)i5ehHH}9%#=q8(}RJ1h8=G~O7cWn|AuN~Ij z-83O3Ctm8cMJ+ez1y$lD!GXtt3xW$5Dq6T84qOm$;KG%EJl-ge<_d^-B+oxH|NndD z|NX74nI(ike^GBEL?MJocyY;gVfB#0_59jYBEd)$C7?gamfiWRv)i)=Q z6f&&C41^ijoB{sxi4vV?#3S0;{d;!aGF>l`xDS!4=#HJ$l0+%pLocUiopRdKyrSE$ z6)y4Kkmk*1gZ7BySgUO z@%GvPEw_{s2NaQfCBO%j0A;#M8LXveC(N8kvW zR-4nTT+z}zqtCLqu{+@z3m$JxxlX}L`Gy(Bimowipq*JV2GAN^>-e26&U>a~yJJSd zMHx>f#IohPyZ6P8#G8+`_nb=J+q1WZ)z(oug_*HE^Lf)KjFwH^o1N6$oMG#xJu_Z1 zT{CMLBes?|YN17zeXmFNE6PMMYra@Cy{jxPN&aZVL4{81xQYvo&hMtPk0oKR9#oV| zT$3soSnGkqV@(PjaWN*Q1%{75LFvdGK04+GQ?(wa%BZDf4U6frn5UzYD&r*)8ha)f zJW)rLiJX(qV<>JgcDh$lp5xP=*Ie)7ykX;#z7FQ@!zE2}U7xP=1xfK_bC4v)zZM5b zBk3fk$q<=De#_)Kxj}A{x5-`d3Hh9SMZP89k?+ZU@__tIekH$=-^m~3FNnfUs0ImY z;Sd~#BhU=T;5a0p4Nk%t=!1Sp!Fd>l5g3Ir$iNJk@B++%2g`5`UWV7;O}GWO;VrlW z@4@@<0elFb!e?S(kqU%Qi+-hsFR-=xD?NPZ%}AY*?bUj*6O3yRNHBgCNzT9L0dXopVdg{L5i zjB&y)z_Ty}lQ0F-a2Yw9Mb75H0vpP(0E@7MyuAXi!t3w`T!$NQGvMx>4Wyl|FeW72 zSxZ_eU9c_3p24vSnd{BN-geGFl?Yzp`~ShM&;Pe`io)2#4E*mi0MUW;KtG1L)klKw zwN<>X;Kd8KTM^QC!D`(>0QOh^FvPZsrrakP$Q2=R1j|2u5J1E4zn}Q9+SVEP8*9P1 A7ytkO diff --git a/vaccination_viruses/Deliverable 1/clean_data.Rmd b/vaccination_viruses/Deliverable 1/clean_data.Rmd deleted file mode 100644 index 1c147db..0000000 --- a/vaccination_viruses/Deliverable 1/clean_data.Rmd +++ /dev/null @@ -1,72 +0,0 @@ ---- -title: "Clean_data" -output: pdf_document ---- - -```{r setup, include=FALSE} -library(tidyverse) -``` - -```{r clean_healthExpenditures} -# data from 2014 -healthcareSpending_headers <- read.csv(file = 'data/healthExpendituresState.csv', skip = 1, nrows = 1, as.is = TRUE) -healthcareSpending = read.csv(file = 'data/healthExpendituresState.csv', skip = 3, nrows = 51, as.is = TRUE) -colnames(healthcareSpending) = healthcareSpending_headers -healthcareSpending$`Total Health Spending` = gsub("\\$", "", healthcareSpending$`Total Health Spending`) -healthcareSpending$`Total Health Spending` = as.numeric(gsub("\\,", "", healthcareSpending$`Total Health Spending`)) -healthcareSpending <- healthcareSpending %>% rename(States = Location) -``` - -```{r clean_population_by_state} -# data from 2019 -population <- read.csv(file = 'data/population_by_state.csv') -population <- population[order(population$States),] -population$Population = as.numeric(gsub("\\,", "", population$Population)) -``` - -```{r vaccination rate} -# data from 2017 -vaccinationRate <- read.csv(file = 'data/vaccinationrate_and_exemption.csv') -vaccinationRate <- vaccinationRate %>% rename(VaxRate = `X.`) -vaccinationRate <- subset(vaccinationRate, select=c('States', 'VaxRate', 'Exemption')) -``` - -```{r populationDensity} -# data from 2020 -populationDensity <- read.csv(file = 'data/populationDensity.csv') -populationDensity <- subset(populationDensity, select=c('States', 'Density')) -populationDensity = populationDensity %>% rename(population_density = Density) -``` - -```{r medianIncome} -# data from 2017 -medianIncome <- read.csv(file = 'data/medianHouseholdIncome.csv') -medianIncome <- subset(medianIncome, select=c('States', 'Median_income')) -medianIncome$Median_income = as.numeric(gsub("\\,", "", medianIncome$Median_income)) -``` - -```{r educational_attainment} -# data from 2020 -educational_attainment <- read.csv(file = 'data/educational_attainment.csv') - - -``` - - -```{r merge_all_data and export} -# Vaccination data is from 2017, Exemption is from 2020, Healthcare spending is from 2014 - -data <- merge(vaccinationRate, healthcareSpending, by="States") -data <- merge(data, population, by="States") -data <- data %>% mutate(spending_per_capita = (`Total Health Spending`/Population)*1000000) -data <- merge(data, populationDensity, by="States") -data <- merge(data, medianIncome, by="States") -data <- merge(data, educational_attainment, by="States") -write.csv(data, "data\\full_data.csv") -``` - -```{} - - - - diff --git a/vaccination_viruses/Deliverable 1/code/deliverable_1.Rmd b/vaccination_viruses/Deliverable 1/code/deliverable_1.Rmd index c7eabc0..565ba42 100644 --- a/vaccination_viruses/Deliverable 1/code/deliverable_1.Rmd +++ b/vaccination_viruses/Deliverable 1/code/deliverable_1.Rmd @@ -11,16 +11,16 @@ library(tidyverse) ## Cleaning Data ```{r clean_data} -data <- read.csv(file = '../data/vaccinationrate_and_exemption.csv') -spending_data_headers <- read.csv(file = '../data/healthExpendituresState.csv', skip = 1, nrows = 1, as.is = TRUE) -spending_data = read.csv(file = '../data/healthExpendituresState.csv', skip = 3, nrows = 51, as.is = TRUE) +data <- read.csv(file = '../../data/vaccinationrate_and_exemption.csv') +spending_data_headers <- read.csv(file = '../../data/healthExpendituresState.csv', skip = 1, nrows = 1, as.is = TRUE) +spending_data = read.csv(file = '../../data/healthExpendituresState.csv', skip = 3, nrows = 51, as.is = TRUE) colnames(spending_data) = spending_data_headers spending_data$`Total Health Spending` = gsub("\\$", "", spending_data$`Total Health Spending`) spending_data$`Total Health Spending` = as.numeric(gsub("\\,", "", spending_data$`Total Health Spending`)) spending_data <- spending_data %>% rename( States = Location ) -population_data <- read.csv(file = '../data/population_by_state.csv') +population_data <- read.csv(file = '../../data/population_by_state.csv') population_data <- population_data[order(population_data$States),] population_data$Population = as.numeric(gsub("\\,", "", population_data$Population)) all_data <- merge(data, spending_data, by="States") diff --git a/vaccination_viruses/Deliverable 1/data/cb12-33table1states-1.xls b/vaccination_viruses/Deliverable 1/data/cb12-33table1states-1.xls deleted file mode 100644 index 6934f41671fa169f2e203fca4795ac1f8cf3a871..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 37888 zcmeHQ34B!Lwf|smqM5?~` zic$nzp;c7GR$Hv{kmm+!tJas+YH_1Hmp*H)S{Kwlv1;D`eBa!eJ9q93$?NOy_uAjw z$#<7?&v(xG&N<)tmiyhCUq7Gz=E0v{_!cv4%UBZorgs2K)xj+|uhg!GG2HL%rAzHt zfpdTo+uxA}2H0T8)D+g1|I4&rbX!;|4E`3gvip;tz@D++A+2SdY!qWP&K9r7=V|jx zb!~0V7FBBWsb1-Cw3Tof6bs345{|bNXBKt<&~!GAOE#SENAUd-j`t|vFJ;47Wzw&$ zYv$fQbs=&yB$bFyaU z#s2>r#(?umI`TXi7B-JPN=lAdS_>O+9t`XR*R?8Y>S00jLRkYyclO-&GY%SUzJ-B+4vFlPq|-Hj4w+&RiS>WaMN( z?xw7wCUBXbSy&imx`54ww!=)d{2{(t zX3kola}>LaA%16EqWUrx2lus}j7iBCvO^TIGaTN4iaWtWx#IGvxI2>F&4%J`og4SW zuB{F5b?h)oWBC@F#_p4Hpu=^D{SuoB;8gr_*&L)?)&vzTX5V7<@RwGOlZC7JdDbG& zn`|UJja{YS8D=;GN{#BK04F|2PKxM={_( zi2>gq1AZh1{Jt3Q@5g}ei~)}&Pb~Tmayr!C<^CDc!w+J>g*?&tLY`>&T`}nVGzR== z4EWt-joK9MleuSUcH2A*s^qU6VG>9eN$ngh+;B9RuCZCwhk{{ym z6vRBP=P!W3H_bn1#(-zXfX_084+Kq4-w;m*Y4DJJg+CA0;HQ`!r<2j^v4LaMkif^hvd9BsJ9^gf%NpzgGNKow{rM! z4IlJ{o`wEX(0en}^9T*!Am>O8ehOUxwk)IvG$y9{91S>+GvolY1>+3SF@qC|g&J}y zIBiD!tn~CEsYr^1&thy#5S}`kmsijSorRJ3M3VEB%;3P!HG^kG$s_21Z!9_6BjrIa z2z-G&mU3bXmWwVe4D@yI%WWgs<(j@Y@(T9dC(Dm)v*oaD5pYh3U4Zs6iPOO@*Z>bf zi)oF{U;&1;KN+n3%|L?mi$ijMGf-EcUmPgb_A5hLe>0F#`o)35UcWL>yy{m53S|At zKoPEA87TDiD+9&Eer2Gb7&k+)p*~P$Op5K^$-JVdZRB!Vhjg3GNQ6RbABd0}#wJ4X zwhu(eHDeQ@AlwHc&Xb$shkAngN@_|~Cd z+Xo`?tuwA~MB-Zq4SHWBiEo|peIpXzIv9uRB*8^wTO#UCenEWeV4U6;BJr&=sc%H$ zTL(RpzDN?^I#S<=#JA3rz7dIU9rR4jUmV8bTW4zDh{U(fw7wCEZ=LCVBNE>_Gx|m( zzI8JDMkKysP52>-e-Q*8xD`x8yc^fz)0hb7vX-njhPcUd-iOI zNLrBa_U+qywHX+j4kiV+0Xi6H^KGCBY@5v}6neNpp{QfWH+>INE7_q#hoXckEG&!? zieN^e2&U22gwn&Jd$F^D9=Bg$>?ddUH$zT;GtB94hPj~(WNk8Fgv&&COLBoG+APX| z(N|;!%@R+4r1vpn-v-l&x-h~`sy8S34guqb5zL*QpGa?Ed?E#XA!2N9jCP#|B4I~} zDo(UJ&qs!E9V;x{WUj>Co?D{a`Twqt8I7_aqzcoDuT|*YZc9k0X!p1%g2(|ihI{nB ze?UjXSlbtd)I++Y!D56{YChK6+Y=(9g`fu>cp$2_6U8H}!K*=B1rGzUwNAvyL~hV*W%s`~1yH3!j> zEDcFQ?gnE->N7gSvQP$7uZYf2*xw9A{moE(z6{1XR)P%Y?eYKW17PU}Fvf6GdOohk z403-nl=U}5d4DrhoG*h>bCt-@Z_Q;HoVf}_ET+!9&1S@19us%3bvUNbFz=9`J6+0= zid$M#w?A)>t%mKPPF`?JNuJbu0Ul1}vgu4>IY`B<1wR#!E&cQ$4aKpr!7MFVZ9DVM zC%q|j&TBC1oletc#3tRyCO?`@MjSSxjpS@n)V8x{erwKVxRFgkG@BW5*oan?vq@Fk z-v8uvb2cN4Z01F?nH7f(wX;E`rKxRizwv=Nn~_E~^P}0!iNl6k=O7!K+IITGPtDnk zGO}3^%_ct%8`0i!r43NqzW(ED=4?h2n|bj)Z8F%*>w~BDR3Gno+nmi9BO4P>n;M6W z-qU)j-#Pw}Ih(OYHYT2y8HbJD(|W33efv>!Hsg$JOgwFN95#AS>#6QJdD@)Kg+?|e zo;EiQ8@;FXR6q3kyXI`h8`+q6T0tB(dQa=A{_3Tp=4>Vqn+5SbO#+(*eeksWf*T%u zMX*6_qLpT$m^RVK#>CU6#bKlOwETk8H|{fMGs(!t#M83ku+e*3e!BEfvXPC6 zr)9@sqxZD@f}h_0j5!<0$i~Fea^tYkds=?Mo?o6ZXEVjf#>CU+#bKlOwETiEPkhge z&0suO!<0&>-7Ge=n-hD}Vz!lx)m{0RInk+MqVOmq(J2O^dN0D$OnZ$v(P?3#@E;@5 z=?0>DpJ8nOBbS&HogO9%Z!r>`X&|ci5XQP&?=UAiBTN*&VI-PkAgcEV##Y?-v^mkt zFj07dk!YTQsNVXF{r8RKW<+gx%!m$riPE~qwkXo_mhrtwtORokt)Uh;g$4$gucF=& zoztXNFp>muru0yFsoo zy#pavJ350cY$Ljcr8slprfn#^W*C-v^J zNfDx0Qj)-=6e{V!PXQ~&2sgVs6}VXj+*B;J4&zD~qvT>?m6j)`I~jRq81f|d+K?xJ zC3{}p_ibTap&WC%(~x71AxB#8;HVstyhgFP^bosjOQ%b5D}Il+OLC}N{CjK_5u{SA z^LvM}GPVUPgUR-^UeJ%CdLe?u91v#XbnMsA5*uLs?zFoZ;&unFbJA744SQkK;-*Q2)Y3RiZKFr0aTdD zRoetPa>X=ACIaDJ>ktewbi@(+jKtGTh>Q3agLrS@;SD^yo$y66 zdbs-2G@E8Lnv44@tN$=`kPw%uo$iflYq0*WFbFdiajBXcdLxY98W91KLf#mPMOyTs zxwlj(ZZNwD^0Qhs;P)yBFNVNunSj7t3&K=VFMNsuix|=Hc#6q4t-J>?Ll<;-xKuYo zbu5UG)nZ{_S<7n;1qdP))V>9$h|Zz>$z;qNy*Kr+0+gu;=DMCiroB&}- z#FZwAxY8sMR}?TW?oNU3rbUQgNlAer>?pH0H1H>tk*h8yS9Li3E@&$+B3DY%P?*O7 z@9;z0q_1diw-AXXoP@_u9$=VzNE*jUkivz@lDShw%rB7MwKyV5t6h!y$;!fRoqpw>Z%)T_b4i+ZI+EwivnjX2lvF54QmOE*cf8>LIf&jBLMytEAvxr?9G zpzIV318A7?p+zU##62jCK{aRtT2Y!#S-{p?Xd>}yOh_)ES!hV#;8*;rPin}UpPP59 zZ7jQ0$5}Y9m|eaTZ|5`-z1glgD6Tx0Yut8;=^xEVQ^K2ur1jRa#+< zY)@EhNQ}L-(8|7IuO$@$O4F!#P-s`ZG+89IJ2$jTzLs{6$0cp>Dy;zsDtWvdu6n12 z5u25kcGczaX8NR7b%R&cVIk&Ms2=3*Z0~~bWj?>N17xsTrAF~?aJnT=n^flYdc4%v zb}7wDhl0w2Gv7vqKwjrok6S^`V(&)9?NfZzXHi_vHV;fr@KO&LE3F>tWO>|fwZ-pj z3HWhCR$as^9OUTh11!S#cw0jT7SgP*YHp8mG@kf1RC9j^y)s0$wL%sPVY{AP!)y z+UzAQL5^B=lhUeydab%ys#H2UeeF)K3Qf`Va@FfoyMh-r>K11U6^rg%;_+_8I-^>T z*WWIcDqasts-QXvfUInUEGTSUyOVO%ZFE5++&pz&b%VzZOuOoK`?_446xafn_3fTk zRjTq)SwXnL6Nn@%0D>?I>_BeS=TlV*GU^t^2WE|ar5(jwrFuJ1Qm|d+BsXy?D8On3 z<#KQEd)z4MYSrhLw3{Hd+UaZYxP4AHa30Y_W|-LdM`WI(W3Q8xfao)ZHohy@l-uY`+c$!t7eWt~J15R3_e< z8y4}_+#oBhuo2s89GbDaaXn*4+aZyQVf;_;n+?Xk70ZR`JRN&lU}|Gu{qU0)Yntta zO&mUp!)NpT4i4!CjLdTmBK&k9j_ zw{WKJyoL>&OmF$EMeE>aKC}h7Xcr35p`&-+Xi_~N_bS;+Ot#x`o`d(SDuFW}ZG#ed02nXcrF_Nqc$u zKyOPM9H61bv7CxAjD3+-37?l(Bk!1P;(qMoT|o(Ot-feoHaqG@HLz*^hL4^~oNiWL zS6|am*H~X##_G!&}hGNYG|xt^v)J5Yp~Z>IT`|;ooMjXRsk$m zeExdX$MTvxI~h*UJD^D#%rNJ+b~>5e>va292GHT~cU5>jflg*$$&XF>pwIgr4IPTt z&x!+n#Cr5SBEU@?qpp)k`kKmGH>l{N_|ec(8{46{;viQlt~RuEDlkhsS|bsupW751 zS5i8+^#MY#1JJ}MFVEw$w}2$lyE`Kc!7RryR*gDCw?L1xI9Bx@%Y-? zJ$_Fl(|I{UO1!|r&g(==&Rce7ud8>|7gsr;JOQpp&&RLkEzD*7H9sZ? zI$i1(wyLb&QB_(@uEiar&Ryd1w>LOjRbP$bhL=G9B7jwsNP}=eH|xpmq=5 z7iW(8#xfEEkg_c;s_?LKr%NSH_OiS@^3TY-Rc^oPZBvlBq204N@?I2jwP$mgo7^rE zPk_-oi@F1`H>ut#H{N6C6$q;2BVN=}y{gNLOUvZC)wRqXaHHqz-T#%)XG3J zqKE2lYN(Q%@)r~|mEbr(Z(dU+zn&i)r&Da9Dve?yh}gZJPKpfybkbzSudw#cmUb6( zJf}rz21<3Ovq5#y&;yZ!muI=XtfI_KT}h2hnd0jb?px{VVBv{#c{ zRnp*h`diwY9Edv(ba83yLS)DkAxCjwh_%V7Znk?m5s`Rs3)YDmQch`IbzOZ^O`Tju zzU1+8AO;Q|=5Rn=PJf5e>1%+3NZ}3#-G;58eiFtmR|{X1tDEel)e8u;yt>TY;-OhV z*61ilhsD0!(~Ku0o`9Rvz;#_oacQZei63hnO%?TZjrQ8&8uHN+4Att~&>N92sgtqi zV%afFAW*3tI}j}C!mbWZgh83gmX|EA6L2tE?Xklk!Gf--sU}B9#b_l%1Ym~+bGCF) zVB;nhm9+uVx>WLBP}Q>1EsO;G1S92#xHYUUUyc02Wc9_X8#*!Q>FNfm)BhmbyCcwsH`*)5q0hJFz@PRPZyZrP@|ibgNQVaId?sBw z`?0L8xsJhi{CLf={XZN~zVHclyJ>Kx_wm*6Lsa-8I4}X5_icdfLm&@vt2mJ9D zo<|FPN8dX4{6%v{>xQYoVcyBrnza%wWnNjC;#~}=WUMe zJKmkPZPmjyHzYUSQ#}9S@(m>^8B3v@5|ROd+36V zFF*PCer4=CCvSW7%H1z5IWY6#FCBS9J!e)ve*B-mx^>r^&z$>fA-(R|TO~JZnuemg5$FbW7ExO|A+-D|SnYr|i*$Yoh-m-JW(OS>G zV}sV+zR7)e;kd2W|3|Ou+Q006ao=O#6bydt?U~>Hdh@f-@BQ=Ea})n?E@RowyEEUL z{=&#hZ`*a~s|)`1zp~rT{Jgqm_$N1atR4B6ugkXH_fF=MkNP`PZ~A8Ys83HleI~H- zqF+7tM#aMiKbvyt&4=!FTvKizv3a!P@Sf)eHGi}Di+wkER((9-+m{U8@rwgbT`}{i zx39kSqpdeQ{nT@(CvN^v-`A%A?qbLf$&6EFSf#D|xCHRbhn zuRd~4+4}z8kB&Ijz3}lfXKq!-UK9KqKKQfV-L<~8JMz9r`EvZ_7%e8Yga#5CNN6CT zfrJJU8c1j$p@D=35*kQoAfbVT1`--bXdt11zm*0KViCOs3vlTfwiUlM)-~1wzWt_9 zJK{^USdM!j{7^nhm?gAQlW&cnVPo6)N(RP`O{Qo6j9**u6#2KqibB^Zz?(K@D6PEX z_h~I$$C&W-P^`e}m=L}mh0lc@8yCK&wNrZhDQrdrekQ)-sK=)-JnHca@LXR{e-XZx zs>d&6cs4#h%&&|skHBAnC!l)#l~_S`tUHYF#M&=b8@|4d?O|-RxMo-oOB=16py%ya z>0za>{m}Unq%eF1co~P$v)L4^e;^pM4COFFFv4h+L<)NyD_I#U3gQu6BOYnn2*Y}u zD419W5Xl#7c%txVeTb1Bt!FdBXl08LhP6CVFw%<=k3O7agpsz4F#6Py5jNZehN|%u6dxj4)bNV}y+{fzda4jCk~k9V3jsm}7*|2XKrqT5V&5(dTK5F#6hz5r*Y1 z5wNf6wE}F*`9j0TQSWGF$MWDWnbCc6xI)wr#;?fZ3b9HSc-B~85NvWTms zhx7DFWX?n8!&!jC~xWPjywMH^M-FEG*6SGo0ghbFJ=q zuqcToAtnxE$*hdsdJAoz6p~%3PRrawiB~$$%hoq?d3f2ggl^{rWuy8oLncv{;eyv@ zVGCY%2e%zt7R0AmAcL>KA0hC+C(2SwrRZMDc{zgk6enaZ70EMF;1?3Uu$^VtorDiR z5xS)qBI6tFg8nFhe@@85=&*fp7?I_bljgZAli6p=OQ>+~ou zuScw#mnh`t6x(F_Vm8lvVN~7=b$KnvZ|CLG>IlU^nSVx-*i;kPG!xi#6W9zBSf&Xq%LF#l1UAbAHroW2Z34?Nfz2_2VeN60u5wLa z^!k)hr}-u@>H-__=9$3eo4^*Bz%DX@QG0CUL9Mb8MlTQ;Vf3LCBaFU9S)LVf+MRhY+=MAX)5JNctbpCRV-X+(mU@<&ly zC<vju)I z0`qoZp@@*0JXCjO$RY6YA%2F^y)5MCHhlXamq+svs@F2)5coL)e~r%O+(*K_EUNP| z09M_7K= zy)Z(4iX$@qr+~oE6ZqX+9?`43RZ374lM}Qp=G=dQ4EwJo8Wnokny`Z8&-!~QL1wk zA7!l67x)VWev#0b=*{JE8MQJ|?3DR>WzxYSfq#pRzOYHCj#6Be@zSKAf3d(%dy?!R zYBs4Ohm|KN+^cY4sL+~b?1#kO`pBVE{{4F=YDE{hUudpKaDtZU9HQXB@JIDWp zF(mXQsBcgNx+&~h8Wx0R2#Pr@a+F_U0xRXPc{Gp;<&{nF$o?rT60h6@ufhaYX#%S< zfh{+ItuTRAo4{&JV6`T&Iun@P1h&!yR&N4pFo8KtV2viQRR$Q1m5Tt=`v}3vmPQ!a z(g-748ewEhBaCcmgpn6_WJ@EAY-xm%E%mTh5KnJTV(hqudi;I;EyEYRj-^shp$LgKvcXQg zy|t6qP!7Vb1U(VZZln=N2av2tZznUfE#hA*&}*hrh2)^OG<|@D;GusuN3ROFgk67L_IdXw zJ(eQib#H$0;1$}rci*Xsvpp8LO=3%EAfbVT1`--bXdt11ga#5CNN6CTfrJJU8c1j$ zp#c*O#2f!xU;5=s2j+|)w)ZBC|Fh5igvS3LBhi?j<_BopPtUULNHp$WgES0jJra%g z+mS{ibt2I`fHp611n1g3fEcq6;rRiMd7K2ol!xeuuNaB1kMRfAnR-a(6#kuqreb`G zhz&+I%r@|81rl*JJ|E?4S5>_HOq{6{G~+;2>D}s9sa|n!z^65|n}8>_ga#5CNN6CT zfrJJU8c1j$p@D=35*kQoAfbVT2LApvKqFupSJQx(2FfW&sYvvUpT_wEkZ9cl4W8+l zK8=)zAPq&Lv3@!dJ^QEe{z#-zNHpfBd4aJ=wEmpdl+!wKTKi2aW@*GtD_bR`DM%Se zQ<0`2O-G`2qM1lpNHdXUAcakd1B7JMv2qWeWS79*7)l_JSVVvUcu|21$3?;m-q$Jc)8WA+kCPG9<^|KQP| zZ8TPoX!;>Pl5Dic3o?9d*8h$Z~5`d7SgE(UJdSE{HK;?F2_a<+~?zPW)1Nt zIr^G0w?km2um=7eeEJUzRCfAD7HwQ6f`tF4O)R=u;BUcAsy}_@Ppc()<-s8ZUgyF8 WFraVoi+^C)KY14ZFUnu2<~bKjUJ48x9RLY{1^@sg0E4qEGaV2BAQl_|Km$O7eiF8|aWb}X(p7f1 zGj`NwaI>}|{sIn4oeKa3-v7VxU%Uh5iDR;TOvs{lAD@MH=_S`{KR~me1`MInD)4vr zCk&Pve#$mCf6ESkLKe!yu;8dc{kG=GayemEYh&FQ5H{GR2p{1;+^wR6$H6!-bVAXE zg%j_fsd1i*j`x8XM^`t>BmOf1BG+6WET1RG}@enIgO{z^>=y+@CZ`RHB1+s0(la3B^m?87Kg_asZK}gX4ZK< zL(mPTkk}5y^~p`hwoVR088+P7lFvU&H3wrY>AJkMyga(7qa%LGKeoQdFw>>~l>Nb< zBw%I4rVh#VIO zZGcbF@JKUfx7?{AzL!nmG}JD*==~e|Ey`i*b+-`mNH+<&cj)QX@F9=q$<*Gbz_ZKb zLtmCxNC4pN4GbXv7g{!`Fp>QPVoe&zIyfLLbsdbY92psYyZ(=k|HT~q)2o-q%gFUH z!H1lGd=4GHn_rJb7Lsxm{MbgK?Bge~hSU(1PmZ_VMTL*7j2j3h?%Uz>Ji5Bh8+9~H za=XJ;9)XI^L)Pe85t8y~?+ist>5wdDU%uUs;xd0Tf14&Q=}zs^5kp(nT%0F0vPmX3 zdnr;UR)R7?wfxO{{f9FkKo#C=fGa^}BwL zK}shT0rgEy#OX99dv7hmtGAFj0q#W8*Elc|ya?`q>4P~Ey89l{Tj;CyXA>FsNz0!6 zNBBMbGAY7Rc0R8VC*sgyaUx%uc*ngjX>BU!+fG7HqcmNsSMSDto}28B49#x>Px|kW zac07Gz5~ML8_?<^0q+1p=Fea$SJAf3U_$rKseki(maTz74v;J*N3NK8ukzxRsm0Vo zr)QEusWAW6X^A>hl~SoKVl~b_w0}>i8!h+V*?66`q}j|sB$}yKJs~`kqYPVHo8c5$ zLvog~D9KDcvQauO;c$_0$dcsTCb+o{kgLE<+h9XBq@XckQ5r2Wh8u=1w4mH4Ux`02 zDdwocQg}RS&y1Lveg%1oO!`0wuYk^L7(U#Z&h7z4sv*igrAA>p@26^d?q62YeyquZ z<_w42)V|}f8c13;`DIpxjJ%`b!)?g@f>w8i4cY#&fF7AJXh1QU^^wRWYET=)}ICt+7q9#JEC zyZicyQ=2=}UP>?1jTmlc6z3J4CTRsi|(B6kd05R ztX)uIS*im<35S;v4Smsj?bgL@-73ehTZs2BPVl~$p;Ds}EijjB3)71s`NYOU^ps>V zB+DCP>F9;_7+En6!BFOLNUa&IDLG`@A4O2v9eb7?BKYdV()!a{d(?HkN zbZ$39s^Va;Ilc79>bV-2R7bs5I&B6vaZZsDW=CE2*V%JlSuauON$f3r-eaou}{9Y}Y?>gkD#% zE(K^R4Z#2a^nY>0(M;dL*htCA!Q95w@i(g)q%>`V#*FMGzC)y%tcd~RU``<~bzTWu zBL5_ho;2e+)HI?|yExbu?cv3T=r7rUc5$$tmbF}?t;^>Q#UpJ6#(w1VUd_))$kcqb z*cK^gGmB1ddd?gR8jqd0tnButEL|hlE*x(@qCZAupisQZ9g|e?&`Rh^bClVdE*i#p zi0_M=TGqrq5p5Mc4HHQM+tG=#AmtO^_p6qv1*=uf70a<=oMXwA)|C{*J;voKX2GTI z0BTF9vLGJoNQxlip6fRl|Gk_@&y(6X)N!4?Md>L#nlCY3&NdQ?_kmnB;NrG}rHk)x zgAHz)?bVVUlu}%mhr(|#C`ZO!R-h*#1#;2GYy~skC1k2H5-U)hLe`jA?ekYnw}g)w z=hDX~#oKZd`#~KkUZCYw>F{9n&AMHICGRItE!Z+y)C_RE8;l(AK|06*$r<$fv|`@K z6O@1##oxctI<9B_on;0IfkhPzVOO`9 zgu@tajcb;^Qm^=1s((Dl9xUWeSttNtkodRU?ssG7WM*t_%=r72`L}aC(U^$9<3R7i zdK7?nbbV(39z(IQ_01|_o!lrZ5x=4FL_w96CB7XG4U~fGMv?k!L5h$qU*gOMFoceu zF)-xyheXp<6H8}XmYmdVUUDB3BT~{rZ&B)0N51K& zrM!rQLvsj2aD#GA&*Y0603n& zGmLb>cIDnGO&`0su*;TSPq=OgZwsG_vpi#vEC<}}v*xPpC@x1;8~;G~j2d3Z*)yZm zRU;fpP}U|KwztT~vLjs`{__mEDllx8LfAo%LXn|f*dT1I*O)kHd?M8De;+U9a4^#nfz2An=du(f&+E7%9Y5UfLy1Tt8s{1)f#nsm%p<}lj4xly zyw(KM*!yBa+6=L4k)B8u_GmmwP}3fn)t>hFr zi0#?L@2Ebd&pNi>GOb3cmqc(PSxz@RsdAI42VxvwYPmq;kOEC-e0P~>U2SS>AK->b z9ged3^#NC8T~eEKFH_kgD;iN|iyd^2Xg6Y(W)b3mDZZ^s;y4Og!!*SM^UO=zj?Txn zZb(megYUEx9LLK7hxoSXb^=+!GJsb<1R53|Yds(g<5f!}t4!1CEHPs#<2@1>x|nJQ zTEcGBz_;*Ps%O_xLRSz+NQjtEmrse@8Pvx6BK~zScSP?jJmyKCL~n z5_U38%p-xdBn?E~fRU9r#z|?p)!yC0*}Swv^ea7Cq*GlK(+pDp*7iG|iR34Z!Pd0U zITpDVgBCmo)}tsS6iZQ3s%C#mN~NiO9-D^-3+N_VGB(Qxv;*wEMK{P6vbj%KUzD0% za3r#A?p^hhaj3x$B*rxHnSktNbA@gf~PyawilwptT z#53&1(nDq*vW~5gElcFTtyF3ES~{>vP)@##-`hbH71II6z0ZO2Rb8Et4k|j_FCx(4 zXoA^4qZ%V_@4bKVhP zJxugD<18{7?XrEJ>*^F%>sjAH!^_RRzqfW4;7?ct$p4E z%GICO!_JqpNbx{k$To$H`f&ztIPtw+#9D$z6!d007Zv@R4~-Sny5tglBCdWHvT~qe z9!g_bunV^8*h{t6kuxpQmR_8K7UJyjBZ!v%l&Fh&)zBit+4nvAiC~n72x;AMtcLB! zoldP~FZ**8;;g5J(OeB{7mHw%20m)=4%z&vlLhWzor+KA2p;Rz)A+m>9b^cIEAuw; z#~iQ?4o#n+EhvnA@->Q~k|cSGoA6$8Ux?`p_4a7IjXD8$7Hy4h|CpYpHg6&C19J^1 zV5Jq|-*J?ayOr_p0aU%pCNR@L_5o%ZJy$&Jv9S~=^7Jxsw9fNiU1oF$n8H=wJ`5fX z7rvbHfJqFmRA?7<`gu2YJ)L!4bMf1L{eUz+r&R_HWy&umz1O;Bk+sF>n#M6u+^CG9 zY&L+}Zph9rx7ih8*@kxF(w8a<$U6eJEwA_yH1`l9p_y~|nMR$aA#SdBu3SPJM=WB6 zAU+_dQ-CDiA($tqWn34Ow4`NIRj1NelwQ}q=d^O5_v4T2vWA(EN^p7W0Okn=G->HD z+&b48O`?Z5UXIp<0zNRUFJtlhC(P?OX(;JLaexQskAfo47v#5t?WpF`@Sa<;{F#FV zs*PeT8?+f)$YHJM==3EX{6v%q&Bq0-3}XE!V+ZAFlW~%IXpe?m z+hB!M;Izua1D0S1X>~9pbuol$l6$ImBcWyLy&0~0}t!Nh4 zvoUaLTZ#rtt-gu~_}Mv7_E)r->yDwF6pC2Tv6@$X2Jg#qhS@|SiS=39c18;o5IL@f zsz#B2byc5BgnAapLiF35{fbzGQbAke$iAYs3A1oO0rDE+T$e;=Qrq~%8_eYiHohe) z$tzcn0s9r_!1v3mp!hC>d4R1}B50*&6@;dBOSKkX98X%XEU#jBbx`|CD`y^~l)a0yY|65CH(}e=*{>?Ay`I*x1RD z@%QQXs5Db;H9DUY*<08A4dgQ0uLX?)hdtNqhkn7lj!8Db4tX(%X;0SKg2kKnDCd$M zONY@HoA9mgN=2h8m7|ZdpHy(wX6hj-I4Ct&3I&fc2|qv9GrzrBHib#&8#nWB#V;5c zb|x%5*T3AP+|XHPudp(l{+3xu3Ew zl^m-%?Jl)b$OzD%AK%U$GK@=z{K1G(l16O)F&yW>_S-2j$TqIPh`e##hW(L4n8 zt*A!zUGyAVsn^Y(@+{=J)Ws8mJ155m?!DvI=IMmfIaP8gsjZn*j1|my@)WPLK%)WN ze!Th7+dJG{4TKiVX8=ahwPSoNV++3Mk5_UH;t{vz^m!@!rPQ}a`*`w_^LH+S&-EX8 z7_~+G_vtgKB|sTB__zokzpYgwL1Z%BjhYSH8}jF=gn-VjRJMUXYQ`?QTv#!+za=D+ zn}SCY&u%@m6#YyC>*}V%qh3Yqrm>&=OeZ0sVKe@1I1vA>sIE7sCy2rtKF8CujiJcb zHj>XqLUPP@z(1>pdT!Dm|59q?HMc59!k(Me4bShK*IhOAF0!7>h(1h%dnN&%wOyOz z=e!>{VEYu}+Chj;-r4oLOP1pS+K>y6Up2&eu|ahZpsKJx+5Iz% zunyYZ!`8*_Vw`8kbb#1f3sRe+R}|aY$y^mcsY8pVntbA&~@>eU0gDcxtm(<(oNn6e)@44 zoo-40k6o>t3RP2Z!g6$lY^X_<>!xW-w_WU*0>o(5l7%LW;lYs-9vd5$t~4BN%t_p) z%8CNbNN%6fHqij(a~7g;PRh0A2CEDCuzoz=!~>g)V(m9|lzJDm~W;{37=J*l-eIN__2R5aq4MY|wP- zL2bCYjw>O~VQH0@=PC|Sg2(bD4}2IVP@*yd68kWiX3&NiS@$CRIV3|#p-D_4dVLBW zp%_J}p=0+nO6Q)MKuGy6ky-O*bMk^Up*zfqkz^nyvGx^?=yVTh@zfP)O#WW%yXRP0 zk^;JBPoNV<0oI3&Yz^fdZ0#Hw4Q(Ba|J~XAUs)Kqb&>J9QhiM51DgwAox!^cuW<@bW5lVyO^E z4Hd}&8mCUD`9rOk@Lw9hK5fP2ubT*G>4pp}g5IBQSLHbxx|Pr^2te_|DoE&_d~KIL zJ5z&G-ZRf0)WF@ZQ%O&-5-Y50dOsBN@ZQ6hB*y$zW}KC!gAhf|ue95Av)~bkvA-j* zS4RUn7KlJRU?~mx&j{4Fv-=+afyn#!$c&e1@=e;zmCUctpM*|ZtzjJ4*!?pGsG-94{4*os(uHB&!8PJ4L47cyyt`r z0uce&UI+|s<^3oUYljhX770TA{g@@gnAx<`EJI0&Mw%ynm@TJ{MKC2`ljbX9Q)~-c z-b}Ux9?5FP?sS*k2bSfG-$&%7qsy}27V8mBw(?WfnN9R6I{OdGK_;u_<<4m(99GoDt9L632N+MAD%cG5pmCQ+j|o({jJ2V|q*>Hqdcf zkI8>`kZWhMR`_wliuh6>EX8prPJbuMt`TgL&2f^0pG)qs&y%1P`ZX1==pf^!>LX9b`=t%^tMIQC@jryo;C~nXTYdaj4ZoIR|In}oObvmL|Ftmt ztAbyX$v+f)!uZz`{x7xsRrJ@W`wvlTU=aTASN~fK{;QV1I@3RN003+F0Knf|>#yQ} jwS<2b*CG0o_`mIHmgNcqD-GQco{@tuEV=pvs+JuPg z%(+bRWy0vfr#}KT9b+4btN2_#1ocZ3y;U9i`i^$>2h%12W&b(_xGg^+5v)#1@65ST zG?Xu|Au7xs9$Yd!(kjxUab!&y=u$j|@(J}EXwB+-HQbz>&QVolZHsWhe#(cOkcIT( zJuK;HQPsogETUl#E8E5Dz+or4%WHBy9XnC`TC03_F?v69uv5>ud`>sPT_Bfw?yxq! z0RDHr4~j!f1(zYljRL1*d4B!EXnhsKUq`}YX-d~%9_sHT36o0AIETHFHW*3B0jO}k zPCWnOiI1zhqm`?x<4^DPZ_dEMTo_EtfA^@=R#WK*;&x)(M*)3uyovA@J$dL4^$u`Q zM;h6dnd$h0FV-p8+nyNCtMDMWM*5wM4|#tR#NI+6xa{R9eSweYPvCSSj^sLiK8}ED zbyP(iu82f{f4F~8afE@L?Lh#QN*?CSClvYoot23!>TNN-`~`G6QovyX=*8#YF-bKF z!^~LYr_h^cI)_!^jV&#-*=#mD4^YtZ74oZaKbom?GBhO#EI+{1?kpY0_ufZWsAnCw zHfnwoj=gVhFn1^`RH(}ZB?BWpX`_Y}X+qeNJ$Bw?wdAyqfG*!0p3I>-CFsq9Ly8{N9KZB)G?}=*;kTB>~<3s4JdL3F~sB*bXrhZvY zd9ai^cjg8Wut6=QbU$QWkZo^4Wr3Ss=yUeAM_>X^lwwYC^KquGX(KN^3aL@$_@mxs zy*O^3u0?(@o7!^t{2K`G65sQepUt}|tDkpt;%&{thw2ZMPPfHUD((Nev5Pmh_9uc(tl0$ZPTpQ~{k>;CO z6u{Bp+A7NbTQLenCEL#NTi`h`ZZ^g57F+%nOK& zvlTBC^0c2Abyiw`GG)g-xwV0?EzZ+VXjd*9_uzTt`=xYAqCRY>XH$$|+pV20t#;4j zT!00{zUr!A94BP3BtG}>M-dHsPm-W`MJg0@bs%*aVU(^aCw^MzsKLk6K(c0KLqLga zDW;VE@rgtzI+;AQptG9#+zDtcz&jC0bt5Zm{cNN3%fQUdx9_L6Irn<}gVb@_I#bmm zCKW7-nXj9mpPlLEdENWUFx;EBKjHu}7eE);ByHhrQdd_Wy7;@wL-|ev`SB`UO9yt> zOm3*JSX9KlN-)Ip{0IV)iu&_y#(+wEJgS}Gf=?3L0)!eHLKphtr1vX?y6}2S7d8Q# zW(qb~ex`|ZLEDa^RUW|By~r5;@YTup78F5mE+!*dL?#)i%~YT6E{f!QZx+UQLc!YR zz0bA!9wpgmD+e)ai{>r?U&K&?yqi4|@~EgQQK0*|>l7IWL3xj|xNHweu1LN2V9V!_ zf3&Iwdq^BbuwP;j006>&QN+W}(j5ZU@pQL$vGw?ARG;ZAyAbf=1}SdQaH;r?DEd9sKjp@xEcbA`MK6UDI%5b&Hh%89fOF8CCm1R95;yN|;p+5!b)$L6pXn^F| z)6^bQ7gEkNZ)M^dAL9s5GhauhMg zq=eqBq?kV2KmuAXihq)1NJ?BiYKE=oVFsa5+(1tO+lX@`+D4pA#q4CDtEOw|Rw$;T zqM7o{V-7(l96enGcKiyslGE^?iUA3~%@%JcDx{3mej&k`7;qErcdhLxlQ8}a&k)U( zQ#zno_tCYuP5M~^=pEBh=n?kZ6jA|BT?2PRedANIJ?hj8yg7eQap~>{Qg8p`PZvk1 zE2DcOBc9J5n&O`=q7cNfX*ER|h}XA22aj)OR-C0}oByNb>m|YMQbz#*25EmLdcRpd zPdkV+gy**_@6TO5G#Zbk5GL#M2i7vAf51>XSwf5MEgsn5j4LyFx@QQedk}6^?lbEAOyNZ+{`MX)Tm1aN? zA05LXR+@51Kv{>zCU24)RvhcPL3th1>$>f}db#N5yV}Q8bW3NJ`Ml!PTLIJGSn=_L z?XH>bzL2!=5Krkd%kLl?fm{k6_@Js5fre8aXM4R4)3m4&#sNj<2&JY&mj`#o-ObY_ zaCQRWX~oSS#SYS35-qVbZ{}XN8=UBk5wA^}KWTtcl_xx3D9{b5jikYB+jxXgBg-ab z+832)Q(}9tP(WyI(zl>;WTx42;ixIEqn!;5AhUt!u4ix@)+?JHla{t?yYTaJP`VOpMi$$d*@Nzk|7tn*L~*o&?a^j z7ZfHPo#VL#^M|`Tk~Q=0`>*?_!h5qUr|-EiF@0WqzfLsry>JX??;RYZ-?9;}lLhuOBGapDcs7>s@+0HVkiOLc9OYtM=&K zGNs`lQinvh<6;}lDU|VLR*ga((u#GQH>r=>Y&m+0xngnsZHGspFhvAeg}twhmx$blJ|}m>sv)p|+?zuOL-dEcg?jdq}S$ zb2Sg6y#EWf^BZfb*Oc&BQcWK2 z4`#-udz9o8p+pjxuqZAs38K`j=Ur(*YkqfUL*I(@$ss$HCHe+3K~>igm(@u_;u&5W z3t5tA{@64g!!Is&UY54hPO9S>H%J=LBIRK?X~{qK1v+IwZ;?iIs9ec0JfU})YXJvI zE_a+~bI(BKfP6bmb*{B_eH!jd%o>BYUU*F|zpDI1WG7eGKkp^B+J+$f4$Y_78MXza zU0`y1x6(m8s*!DmKk;$k6E}`v*M=br^EJt%E=00G2Qu2LmaB1GEyr*P%ScpoOp?{` zXrg;l`Me5ar{mO|k2yj(2!smyodhYL;s-v&)U(|Bj8gl+c_1Stn4JDd70Y3Te31`p zK>J3+>F95lztZEDTSh}p$#sYPKo1p)mEttuNZg64Mw2 zS?$Svp?az7%gWBKdZ$kWxx-GP_ExQZ@Df!x$%`_gAp4fan^+;Ut@!;^XN*j0W4XqGtItpjJ={cmDl&96ZNI^enAm%*;BI{o*dyO%A9n z>bOJq%>A|=|pnsTlg46HZP6vL@P7O^WSM)9cY z9il8;55a6sD67gJxl+k3yK!|Rv|r;jS3LJ7)gQa7HQo1O$Jww*(lW)KIkE!!`aKFE&=y{5?t2=FL`@>0;p16Fl0yA5EhLM$X<2&uy9{SrI$c-%cLR zi#<21GC9HWU#*>@l=#}ofQ7v@=c0KajNatlVuI?x1POj?REmvIl>&u_#Y9_19)iTAn)#~C5wmMfhOF8QlJ)^W-#9M7uG z3Qtj{P~vhL&lYI1Y;;;-V0*m#gMgmRpj9z*Y>SCDIs1q65s~ry>=_Zs%CQ({9GJJ; zjKg_X889alZ5Os=VI?=4-I+3RGo0}0`BZ%MA=w806TJ?LguRL3xXG<(#Niqcy46+` zOI^$7w8wb7hhgm(o1A5h^;ql|`iq27GP6p+ZiAbO(N#RKZ)+OUxbTGxlA)Yxec_}W z1(?pOz;uK2h4TD*Yhic|rqAFDWp3|IXutv_pp`|`?!*Oe=&fxE69@1%#5`{dInbR> z0sSJ9GfcbgeJQ2-RBhMt9Bz4d`7vAHR71-``ulW^IDf? z_W{*4wO1v;2$HfZ2|E_{VUf`}rDE)Ch6PQwuBUN`jh_oBjGdvirjkiaJ)FzdYe5Fy z^W)9c^w?&!iOG7N9EYo$z=5GlMg6m?XZFCAn|_+cBU9B> z{7l0=>>vZW2W_sBW$gH>bC6&}95ih5Mw z_@;Ou$)>}C;w~QTZu=?$=YYga@&$%<6EZP+-4u`4lWJ8RMv`j4%y+4v{r#BGmh^Ko9p(g0w;?3X98ud8zoDC zv0^J~S7`xI3Ugl3={-vpUA0l&7hUFBVaNkD{;8OWx9j_BHS1to)yN8C$)ch7`v_m0 z{!2NZO)1X4=iMGv0~0K-h}$RE1B9*#5y$Q{g4(5u6D^?}RaPbOT?`eO-`k*1gpn?| zAUs>2+x2Jq);X<}#(U7F1dU#yOwbfAo zS!CjsY*(ou`A9)=+xLmfq98XAjj|R>e5Cel3h2VMVvUSLIL?@XeH9h9UswAn{;@T(GOPrn{?~2amO@JLLBkIRJjz3`iQ7$-yU6B6#eijFkn_^yX}3ZKGdosWE&yU_Dwx*u-Q4qdwvM@TIaUS z-}ks;P|mB}DzrSjA=jwDY}tV+b54Ch%D>XFmv%{{7Aaq(%~@#nTF)?$D|DUuo?J{A z*0Qkb^XPetD@gMqFEwLv_0B)0JPypLu9Ul4sg!POFZHV1OEmbs&r}qKpXzytReA|n zP6DnR{#8)MKE^-c@12B`)B-Fy1D%ielXnqK5~=QT$g{goDgnkFjpx= zowYE-Dy<$HT+~{@C41Yd7hAusXN;~)I$Y3bo|;|sUW%vTF_U^zdW@aN;japgsOfjt zdI8^w)^zzpS>lA6TRJwJG!Tp1x3V8kX=N`~!y!ekzn{2lm^hz(ifNMMN(?>n zC_yVjn6O_On-rMe2m-oN`KKE|{5Vc~b{#8uwnsEoUsmKlEHq->gwOE zgqx_D)tE1odA+%X7I#Tm%GE`UDaQ1LFHN+?ZY_D|Eq7XOiGyR$rdYxxmWUjaH2OZC zrQtfV6MdDx*`=LGVfbN9M-PYAE#f=4N_U}0f$!^YN%>|{;CN=5$f}ff0GBN)AHH!Ly6w$2p8rVHzqz$Qi=;q0}kF`id#@_tp znYWf%#uDt}e**S7P&1%J*NFlzj% z3H__!Ut4j17VLnn_5W|o{i^5J{>&emPGIL%e(BcyD*S8Z`VV1z%-@9nR>%HT!>>is zKQ!#Yk~Y}i|5`HrRl%=m-X99=i2k*N|0I3CivAiC{~_uP3z2_+^uI;OziRobEB!+U u0Pvg=0Qj3@{Z;(0mhjKwNHl*E|J^QXsvyC37XUzqeL`WrdyMYqxBmlCJUKZ4 diff --git a/vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccinationRates_vs_safety.csv b/vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccinationRates_vs_safety.csv deleted file mode 100644 index bbf46c1..0000000 --- a/vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccinationRates_vs_safety.csv +++ /dev/null @@ -1,2913 +0,0 @@ -Entity,Code,Year,Continent,"Share of people who disagree vaccines are safe (Wellcome Trust, 2019)",MCV2 (% of children immunized) -Abkhazia,OWID_ABK,2015,Asia,, -Afghanistan,AFG,2004,,,2 -Afghanistan,AFG,2005,,,9 -Afghanistan,AFG,2006,,,18 -Afghanistan,AFG,2007,,,4 -Afghanistan,AFG,2008,,,23 -Afghanistan,AFG,2009,,,24 -Afghanistan,AFG,2010,,,29 -Afghanistan,AFG,2011,,,31 -Afghanistan,AFG,2012,,,33 -Afghanistan,AFG,2013,,,35 -Afghanistan,AFG,2014,,,39 -Afghanistan,AFG,2015,Asia,,39 -Afghanistan,AFG,2016,,,39 -Afghanistan,AFG,2017,,,39 -Afghanistan,AFG,2018,,4.470985575,39 -Afghanistan,AFG,2019,,,39 -Africa,,2000,,,5 -Africa,,2001,,,5 -Africa,,2002,,,5 -Africa,,2003,,,5 -Africa,,2004,,,5 -Africa,,2005,,,4 -Africa,,2006,,,5 -Africa,,2007,,,4 -Africa,,2008,,,4 -Africa,,2009,,,5 -Africa,,2010,,,4 -Africa,,2011,,,4 -Africa,,2012,,,6 -Africa,,2013,,,7 -Africa,,2014,,,10 -Africa,,2015,,,18 -Africa,,2016,,,23 -Africa,,2017,,,24 -Africa,,2018,,,25 -Africa,,2019,,,33 -Akrotiri and Dhekelia,OWID_AKD,2015,Asia,, -Albania,ALB,2001,,,90 -Albania,ALB,2002,,,93 -Albania,ALB,2003,,,93 -Albania,ALB,2004,,,96 -Albania,ALB,2005,,,97 -Albania,ALB,2006,,,94 -Albania,ALB,2007,,,95 -Albania,ALB,2008,,,98 -Albania,ALB,2009,,,98 -Albania,ALB,2010,,,98 -Albania,ALB,2011,,,99 -Albania,ALB,2012,,,99 -Albania,ALB,2013,,,99 -Albania,ALB,2014,,,98 -Albania,ALB,2015,Europe,,98 -Albania,ALB,2016,,,98 -Albania,ALB,2017,,,98 -Albania,ALB,2018,,15.84816122,96 -Albania,ALB,2019,,,96 -Algeria,DZA,2000,,,78 -Algeria,DZA,2001,,,73 -Algeria,DZA,2002,,,93 -Algeria,DZA,2003,,,96 -Algeria,DZA,2004,,,94 -Algeria,DZA,2005,,,94 -Algeria,DZA,2006,,,98 -Algeria,DZA,2007,,,95 -Algeria,DZA,2008,,,96 -Algeria,DZA,2009,,,98 -Algeria,DZA,2010,,,95 -Algeria,DZA,2011,,,96 -Algeria,DZA,2012,,,95 -Algeria,DZA,2013,,,93 -Algeria,DZA,2014,,,99 -Algeria,DZA,2015,Africa,,99 -Algeria,DZA,2016,,,96 -Algeria,DZA,2017,,,92 -Algeria,DZA,2018,,11.27569803,77 -Algeria,DZA,2019,,,77 -American Samoa,ASM,2015,Oceania,, -Americas,,2000,,,65 -Americas,,2001,,,66 -Americas,,2002,,,63 -Americas,,2003,,,62 -Americas,,2004,,,63 -Americas,,2005,,,62 -Americas,,2006,,,61 -Americas,,2007,,,60 -Americas,,2008,,,62 -Americas,,2009,,,66 -Americas,,2010,,,67 -Americas,,2011,,,72 -Americas,,2012,,,73 -Americas,,2013,,,70 -Americas,,2014,,,79 -Americas,,2015,,,78 -Americas,,2016,,,80 -Americas,,2017,,,76 -Americas,,2018,,,84 -Americas,,2019,,,75 -Andorra,AND,2007,,,80 -Andorra,AND,2008,,,86 -Andorra,AND,2009,,,82 -Andorra,AND,2010,,,86 -Andorra,AND,2011,,,82 -Andorra,AND,2012,,,89 -Andorra,AND,2013,,,91 -Andorra,AND,2014,,,90 -Andorra,AND,2015,Europe,,88 -Andorra,AND,2016,,,90 -Andorra,AND,2017,,,94 -Andorra,AND,2018,,,95 -Andorra,AND,2019,,,95 -Angola,AGO,2015,Africa,,26 -Angola,AGO,2016,,,26 -Angola,AGO,2017,,,30 -Angola,AGO,2018,,,35 -Angola,AGO,2019,,,45 -Anguilla,AIA,2015,North America,, -Antarctica,ATA,2015,Antarctica,, -Antigua and Barbuda,ATG,2005,,,46 -Antigua and Barbuda,ATG,2006,,,68 -Antigua and Barbuda,ATG,2007,,,78 -Antigua and Barbuda,ATG,2008,,,83 -Antigua and Barbuda,ATG,2009,,,94 -Antigua and Barbuda,ATG,2010,,,92 -Antigua and Barbuda,ATG,2011,,,89 -Antigua and Barbuda,ATG,2012,,,90 -Antigua and Barbuda,ATG,2013,,,87 -Antigua and Barbuda,ATG,2014,,,99 -Antigua and Barbuda,ATG,2015,North America,,84 -Antigua and Barbuda,ATG,2016,,,68 -Antigua and Barbuda,ATG,2017,,,95 -Antigua and Barbuda,ATG,2018,,,95 -Antigua and Barbuda,ATG,2019,,,95 -Argentina,ARG,2000,,,56 -Argentina,ARG,2001,,,56 -Argentina,ARG,2002,,,83 -Argentina,ARG,2003,,,80 -Argentina,ARG,2004,,,93 -Argentina,ARG,2005,,,88 -Argentina,ARG,2006,,,91 -Argentina,ARG,2007,,,84 -Argentina,ARG,2008,,,88 -Argentina,ARG,2009,,,96 -Argentina,ARG,2010,,,94 -Argentina,ARG,2011,,,91 -Argentina,ARG,2012,,,89 -Argentina,ARG,2013,,,83 -Argentina,ARG,2014,,,96 -Argentina,ARG,2015,South America,,87 -Argentina,ARG,2016,,,88 -Argentina,ARG,2017,,,89 -Argentina,ARG,2018,,4.845372479,99 -Argentina,ARG,2019,,,89 -Armenia,ARM,2000,,,94 -Armenia,ARM,2001,,,96 -Armenia,ARM,2002,,,95 -Armenia,ARM,2003,,,93 -Armenia,ARM,2004,,,94 -Armenia,ARM,2005,,,92 -Armenia,ARM,2006,,,85 -Armenia,ARM,2007,,,93 -Armenia,ARM,2008,,,94 -Armenia,ARM,2009,,,96 -Armenia,ARM,2010,,,97 -Armenia,ARM,2011,,,98 -Armenia,ARM,2012,,,97 -Armenia,ARM,2013,,,97 -Armenia,ARM,2014,,,97 -Armenia,ARM,2015,Asia,,97 -Armenia,ARM,2016,,,97 -Armenia,ARM,2017,,,97 -Armenia,ARM,2018,,20.57026165,96 -Armenia,ARM,2019,,,96 -Aruba,ABW,2015,North America,, -Australia,AUS,2004,,,85 -Australia,AUS,2005,,,85 -Australia,AUS,2006,,,87 -Australia,AUS,2007,,,89 -Australia,AUS,2008,,,80 -Australia,AUS,2009,,,82 -Australia,AUS,2010,,,88 -Australia,AUS,2011,,,90 -Australia,AUS,2012,,,91 -Australia,AUS,2013,,,92 -Australia,AUS,2014,,,93 -Australia,AUS,2015,Oceania,,93 -Australia,AUS,2016,,,94 -Australia,AUS,2017,,,93 -Australia,AUS,2018,,6.906214946,93 -Australia,AUS,2019,,,94 -Australia/New Zealand,,2018,,7, -Austria,AUT,2000,,,35 -Austria,AUT,2001,,,34 -Austria,AUT,2002,,,39 -Austria,AUT,2003,,,46 -Austria,AUT,2004,,,47 -Austria,AUT,2005,,,54 -Austria,AUT,2006,,,61 -Austria,AUT,2007,,,56 -Austria,AUT,2008,,,62 -Austria,AUT,2009,,,64 -Austria,AUT,2010,,,69 -Austria,AUT,2011,,,73 -Austria,AUT,2012,,,78 -Austria,AUT,2013,,,82 -Austria,AUT,2014,,,87 -Austria,AUT,2015,Europe,,88 -Austria,AUT,2016,,,89 -Austria,AUT,2017,,,84 -Austria,AUT,2018,,21.05363097,84 -Austria,AUT,2019,,,84 -Austria-Hungary,OWID_AUH,2015,Europe,, -Azerbaijan,AZE,2001,,,65 -Azerbaijan,AZE,2002,,,67 -Azerbaijan,AZE,2003,,,66 -Azerbaijan,AZE,2004,,,67 -Azerbaijan,AZE,2005,,,67 -Azerbaijan,AZE,2006,,,68 -Azerbaijan,AZE,2007,,,75 -Azerbaijan,AZE,2008,,,79 -Azerbaijan,AZE,2009,,,83 -Azerbaijan,AZE,2010,,,89 -Azerbaijan,AZE,2011,,,92 -Azerbaijan,AZE,2012,,,95 -Azerbaijan,AZE,2013,,,98 -Azerbaijan,AZE,2014,,,98 -Azerbaijan,AZE,2015,Asia,,98 -Azerbaijan,AZE,2016,,,98 -Azerbaijan,AZE,2017,,,97 -Azerbaijan,AZE,2018,,11.22187567,96 -Azerbaijan,AZE,2019,,,97 -Baden,OWID_BAD,2015,Europe,, -Bahamas,BHS,2004,,,95 -Bahamas,BHS,2005,,,88 -Bahamas,BHS,2006,,,88 -Bahamas,BHS,2007,,,84 -Bahamas,BHS,2008,,,80 -Bahamas,BHS,2009,,,76 -Bahamas,BHS,2010,,,78 -Bahamas,BHS,2011,,,79 -Bahamas,BHS,2012,,,73 -Bahamas,BHS,2013,,,69 -Bahamas,BHS,2014,,,72 -Bahamas,BHS,2015,North America,,76 -Bahamas,BHS,2016,,,74 -Bahamas,BHS,2017,,,76 -Bahamas,BHS,2018,,,69 -Bahamas,BHS,2019,,,82 -Bahrain,BHR,2000,,,92 -Bahrain,BHR,2001,,,99 -Bahrain,BHR,2002,,,97 -Bahrain,BHR,2003,,,99 -Bahrain,BHR,2004,,,99 -Bahrain,BHR,2005,,,99 -Bahrain,BHR,2006,,,99 -Bahrain,BHR,2007,,,99 -Bahrain,BHR,2008,,,97 -Bahrain,BHR,2009,,,99 -Bahrain,BHR,2010,,,98 -Bahrain,BHR,2011,,,98 -Bahrain,BHR,2012,,,99 -Bahrain,BHR,2013,,,99 -Bahrain,BHR,2014,,,99 -Bahrain,BHR,2015,Asia,,99 -Bahrain,BHR,2016,,,99 -Bahrain,BHR,2017,,,99 -Bahrain,BHR,2018,,,99 -Bahrain,BHR,2019,,,99 -Bangladesh,BGD,2012,,,41 -Bangladesh,BGD,2013,,,82 -Bangladesh,BGD,2014,,,89 -Bangladesh,BGD,2015,Asia,,90 -Bangladesh,BGD,2016,,,92 -Bangladesh,BGD,2017,,,93 -Bangladesh,BGD,2018,,0.908196083,93 -Bangladesh,BGD,2019,,,95 -Barbados,BRB,2001,,,12 -Barbados,BRB,2002,,,41 -Barbados,BRB,2003,,,71 -Barbados,BRB,2004,,,99 -Barbados,BRB,2005,,,98 -Barbados,BRB,2006,,,94 -Barbados,BRB,2007,,,96 -Barbados,BRB,2008,,,97 -Barbados,BRB,2009,,,97 -Barbados,BRB,2010,,,96 -Barbados,BRB,2011,,,94 -Barbados,BRB,2012,,,90 -Barbados,BRB,2013,,,89 -Barbados,BRB,2014,,,91 -Barbados,BRB,2015,North America,,89 -Barbados,BRB,2016,,,87 -Barbados,BRB,2017,,,77 -Barbados,BRB,2018,,,74 -Barbados,BRB,2019,,,77 -Bavaria,OWID_BAV,2015,Europe,, -Belarus,BLR,2000,,,92 -Belarus,BLR,2001,,,97 -Belarus,BLR,2002,,,98 -Belarus,BLR,2003,,,98 -Belarus,BLR,2004,,,98 -Belarus,BLR,2005,,,98 -Belarus,BLR,2006,,,95 -Belarus,BLR,2007,,,99 -Belarus,BLR,2008,,,99 -Belarus,BLR,2009,,,99 -Belarus,BLR,2010,,,99 -Belarus,BLR,2011,,,99 -Belarus,BLR,2012,,,97 -Belarus,BLR,2013,,,99 -Belarus,BLR,2014,,,98 -Belarus,BLR,2015,Europe,,99 -Belarus,BLR,2016,,,98 -Belarus,BLR,2017,,,98 -Belarus,BLR,2018,,14.77494701,98 -Belarus,BLR,2019,,,98 -Belgium,BEL,2006,,,78 -Belgium,BEL,2007,,,78 -Belgium,BEL,2008,,,81 -Belgium,BEL,2009,,,83 -Belgium,BEL,2010,,,83 -Belgium,BEL,2011,,,83 -Belgium,BEL,2012,,,85 -Belgium,BEL,2013,,,85 -Belgium,BEL,2014,,,85 -Belgium,BEL,2015,Europe,,85 -Belgium,BEL,2016,,,85 -Belgium,BEL,2017,,,85 -Belgium,BEL,2018,,20.63709549,85 -Belgium,BEL,2019,,,85 -Belize,BLZ,2005,,,87 -Belize,BLZ,2006,,,92 -Belize,BLZ,2007,,,89 -Belize,BLZ,2008,,,90 -Belize,BLZ,2009,,,92 -Belize,BLZ,2010,,,91 -Belize,BLZ,2011,,,98 -Belize,BLZ,2012,,,93 -Belize,BLZ,2013,,,92 -Belize,BLZ,2014,,,92 -Belize,BLZ,2015,North America,,95 -Belize,BLZ,2016,,,96 -Belize,BLZ,2017,,,88 -Belize,BLZ,2018,,,91 -Belize,BLZ,2019,,,95 -Benin,BEN,2015,Africa,, -Benin,BEN,2018,,14.01966423, -Bermuda,BMU,2015,North America,, -Bhutan,BTN,2008,,,72 -Bhutan,BTN,2009,,,79 -Bhutan,BTN,2010,,,85 -Bhutan,BTN,2011,,,95 -Bhutan,BTN,2012,,,90 -Bhutan,BTN,2013,,,89 -Bhutan,BTN,2014,,,92 -Bhutan,BTN,2015,Asia,,94 -Bhutan,BTN,2016,,,90 -Bhutan,BTN,2017,,,99 -Bhutan,BTN,2018,,,91 -Bhutan,BTN,2019,,,92 -Bolivia,BOL,2015,South America,, -Bolivia,BOL,2018,,13.10435207, -Bolivia (Plurinational State of),,2018,,,38 -Bolivia (Plurinational State of),,2019,,,44 -Bonaire Sint Eustatius and Saba,BES,2015,North America,, -Bosnia and Herzegovina,BIH,2000,,,74 -Bosnia and Herzegovina,BIH,2001,,,86 -Bosnia and Herzegovina,BIH,2002,,,90 -Bosnia and Herzegovina,BIH,2003,,,85 -Bosnia and Herzegovina,BIH,2004,,,88 -Bosnia and Herzegovina,BIH,2005,,,90 -Bosnia and Herzegovina,BIH,2006,,,93 -Bosnia and Herzegovina,BIH,2007,,,95 -Bosnia and Herzegovina,BIH,2008,,,92 -Bosnia and Herzegovina,BIH,2009,,,88 -Bosnia and Herzegovina,BIH,2010,,,91 -Bosnia and Herzegovina,BIH,2011,,,88 -Bosnia and Herzegovina,BIH,2012,,,94 -Bosnia and Herzegovina,BIH,2013,,,93 -Bosnia and Herzegovina,BIH,2014,,,92 -Bosnia and Herzegovina,BIH,2015,Europe,,88 -Bosnia and Herzegovina,BIH,2016,,,78 -Bosnia and Herzegovina,BIH,2017,,,80 -Bosnia and Herzegovina,BIH,2018,,8.300703246,76 -Bosnia and Herzegovina,BIH,2019,,,76 -Botswana,BWA,2013,,,83 -Botswana,BWA,2014,,,85 -Botswana,BWA,2015,Africa,,80 -Botswana,BWA,2016,,,74 -Botswana,BWA,2017,,,74 -Botswana,BWA,2018,,9.001017043,74 -Botswana,BWA,2019,,,76 -Bouvet Island,BVT,2015,Antarctica,, -Brazil,BRA,2000,,,95 -Brazil,BRA,2001,,,95 -Brazil,BRA,2002,,,80 -Brazil,BRA,2003,,,74 -Brazil,BRA,2004,,,68 -Brazil,BRA,2005,,,61 -Brazil,BRA,2006,,,55 -Brazil,BRA,2007,,,49 -Brazil,BRA,2008,,,56 -Brazil,BRA,2009,,,55 -Brazil,BRA,2010,,,53 -Brazil,BRA,2011,,,71 -Brazil,BRA,2012,,,70 -Brazil,BRA,2013,,,69 -Brazil,BRA,2014,,,89 -Brazil,BRA,2015,South America,,80 -Brazil,BRA,2016,,,77 -Brazil,BRA,2017,,,76 -Brazil,BRA,2018,,9.042356185,76 -Brazil,BRA,2019,,,54 -British Indian Ocean Territory,IOT,2015,Asia,, -British Virgin Islands,VGB,2015,North America,, -Brunei,BRN,2000,,,95 -Brunei,BRN,2001,,,95 -Brunei,BRN,2002,,,96 -Brunei,BRN,2003,,,96 -Brunei,BRN,2004,,,97 -Brunei,BRN,2005,,,95 -Brunei,BRN,2006,,,94 -Brunei,BRN,2007,,,92 -Brunei,BRN,2008,,,90 -Brunei,BRN,2009,,,99 -Brunei,BRN,2010,,,93 -Brunei,BRN,2011,,,93 -Brunei,BRN,2012,,,96 -Brunei,BRN,2013,,,92 -Brunei,BRN,2014,,,96 -Brunei,BRN,2015,Asia,,97 -Brunei,BRN,2016,,,97 -Brunei,BRN,2017,,,98 -Brunei,BRN,2018,,,98 -Brunei,BRN,2019,,,98 -Bulgaria,BGR,2000,,,83 -Bulgaria,BGR,2001,,,85 -Bulgaria,BGR,2002,,,79 -Bulgaria,BGR,2003,,,89 -Bulgaria,BGR,2004,,,91 -Bulgaria,BGR,2005,,,92 -Bulgaria,BGR,2006,,,93 -Bulgaria,BGR,2007,,,94 -Bulgaria,BGR,2008,,,94 -Bulgaria,BGR,2009,,,93 -Bulgaria,BGR,2010,,,96 -Bulgaria,BGR,2011,,,94 -Bulgaria,BGR,2012,,,94 -Bulgaria,BGR,2013,,,94 -Bulgaria,BGR,2014,,,89 -Bulgaria,BGR,2015,Europe,,87 -Bulgaria,BGR,2016,,,88 -Bulgaria,BGR,2017,,,92 -Bulgaria,BGR,2018,,15.61304414,87 -Bulgaria,BGR,2019,,,87 -Burkina Faso,BFA,2014,,,17 -Burkina Faso,BFA,2015,Africa,,50 -Burkina Faso,BFA,2016,,,59 -Burkina Faso,BFA,2017,,,65 -Burkina Faso,BFA,2018,,20.75256443,71 -Burkina Faso,BFA,2019,,,71 -Burundi,BDI,2013,,,51 -Burundi,BDI,2014,,,60 -Burundi,BDI,2015,Africa,,65 -Burundi,BDI,2016,,,72 -Burundi,BDI,2017,,,75 -Burundi,BDI,2018,,6.529531228,77 -Burundi,BDI,2019,,,80 -Cambodia,KHM,2012,,,41 -Cambodia,KHM,2013,,,52 -Cambodia,KHM,2014,,,62 -Cambodia,KHM,2015,Asia,,61 -Cambodia,KHM,2016,,,67 -Cambodia,KHM,2017,,,72 -Cambodia,KHM,2018,,7.541631375,70 -Cambodia,KHM,2019,,,82 -Cameroon,CMR,2015,Africa,, -Cameroon,CMR,2018,,13.10581138, -Canada,CAN,2012,,,83 -Canada,CAN,2013,,,86 -Canada,CAN,2014,,,86 -Canada,CAN,2015,North America,,86 -Canada,CAN,2016,,,86 -Canada,CAN,2017,,,87 -Canada,CAN,2018,,8.322632874,87 -Canada,CAN,2019,,,87 -Cape Verde,CPV,2011,,,99 -Cape Verde,CPV,2012,,,94 -Cape Verde,CPV,2013,,,89 -Cape Verde,CPV,2014,,,79 -Cape Verde,CPV,2015,Africa,,95 -Cape Verde,CPV,2016,,,92 -Cape Verde,CPV,2017,,,85 -Cape Verde,CPV,2018,,,88 -Cape Verde,CPV,2019,,,91 -Cayman Islands,CYM,2015,North America,, -Central Africa,,2018,,14, -Central African Republic,CAF,2015,Africa,, -Central America and Mexico,,2018,,7, -Central Asia,,2018,,7, -Chad,TCD,2015,Africa,, -Chad,TCD,2018,,10.0500689, -Channel Islands,OWID_CIS,2015,Europe,, -Chile,CHL,2004,,,96 -Chile,CHL,2005,,,96 -Chile,CHL,2006,,,95 -Chile,CHL,2007,,,95 -Chile,CHL,2008,,,89 -Chile,CHL,2009,,,89 -Chile,CHL,2010,,,84 -Chile,CHL,2011,,,77 -Chile,CHL,2012,,,74 -Chile,CHL,2013,,,78 -Chile,CHL,2014,,,88 -Chile,CHL,2015,South America,,89 -Chile,CHL,2016,,,87 -Chile,CHL,2017,,,90 -Chile,CHL,2018,,11.37743281,93 -Chile,CHL,2019,,,91 -China,CHN,2005,,,84 -China,CHN,2006,,,94 -China,CHN,2007,,,92 -China,CHN,2008,,,95 -China,CHN,2009,,,98 -China,CHN,2010,,,99 -China,CHN,2011,,,99 -China,CHN,2012,,,99 -China,CHN,2013,,,99 -China,CHN,2014,,,99 -China,CHN,2015,Asia,,99 -China,CHN,2016,,,99 -China,CHN,2017,,,99 -China,CHN,2018,,8.290823545,99 -China,CHN,2019,,,98 -Christmas Island,CXR,2015,Asia,, -Cocos Islands,CCK,2015,Asia,, -Colombia,COL,2000,,,84 -Colombia,COL,2001,,,83 -Colombia,COL,2002,,,93 -Colombia,COL,2003,,,70 -Colombia,COL,2004,,,70 -Colombia,COL,2005,,,73 -Colombia,COL,2006,,,85 -Colombia,COL,2007,,,93 -Colombia,COL,2008,,,70 -Colombia,COL,2009,,,71 -Colombia,COL,2010,,,74 -Colombia,COL,2011,,,76 -Colombia,COL,2012,,,80 -Colombia,COL,2013,,,72 -Colombia,COL,2014,,,88 -Colombia,COL,2015,South America,,86 -Colombia,COL,2016,,,87 -Colombia,COL,2017,,,89 -Colombia,COL,2018,,10.70378513,88 -Colombia,COL,2019,,,88 -Comoros,COM,2015,Africa,, -Comoros,COM,2018,,7.505970773, -Congo,COG,2015,Africa,, -Congo,COG,2018,,17.50763411, -Congo,COG,2019,,,9 -Cook Islands,COK,2000,,,70 -Cook Islands,COK,2001,,,50 -Cook Islands,COK,2002,,,61 -Cook Islands,COK,2003,,,88 -Cook Islands,COK,2004,,,86 -Cook Islands,COK,2005,,,97 -Cook Islands,COK,2006,,,99 -Cook Islands,COK,2007,,,98 -Cook Islands,COK,2008,,,95 -Cook Islands,COK,2009,,,61 -Cook Islands,COK,2010,,,98 -Cook Islands,COK,2011,,,96 -Cook Islands,COK,2012,,,98 -Cook Islands,COK,2013,,,95 -Cook Islands,COK,2014,,,98 -Cook Islands,COK,2015,Oceania,,95 -Cook Islands,COK,2016,,,90 -Cook Islands,COK,2017,,,95 -Cook Islands,COK,2018,,,99 -Cook Islands,COK,2019,,,98 -Costa Rica,CRI,2008,,,89 -Costa Rica,CRI,2009,,,84 -Costa Rica,CRI,2010,,,79 -Costa Rica,CRI,2011,,,80 -Costa Rica,CRI,2012,,,95 -Costa Rica,CRI,2013,,,92 -Costa Rica,CRI,2014,,,90 -Costa Rica,CRI,2015,North America,,90 -Costa Rica,CRI,2016,,,87 -Costa Rica,CRI,2017,,,93 -Costa Rica,CRI,2018,,5.810229365,93 -Costa Rica,CRI,2019,,,93 -Cote d'Ivoire,CIV,2015,Africa,, -Cote d'Ivoire,CIV,2018,,16.35067072, -Croatia,HRV,2001,,,98 -Croatia,HRV,2002,,,98 -Croatia,HRV,2003,,,98 -Croatia,HRV,2004,,,98 -Croatia,HRV,2005,,,98 -Croatia,HRV,2006,,,98 -Croatia,HRV,2007,,,98 -Croatia,HRV,2008,,,98 -Croatia,HRV,2009,,,98 -Croatia,HRV,2010,,,98 -Croatia,HRV,2011,,,98 -Croatia,HRV,2012,,,97 -Croatia,HRV,2013,,,97 -Croatia,HRV,2014,,,97 -Croatia,HRV,2015,Europe,,96 -Croatia,HRV,2016,,,96 -Croatia,HRV,2017,,,95 -Croatia,HRV,2018,,6.794648185,95 -Croatia,HRV,2019,,,95 -Cuba,CUB,2005,,,53 -Cuba,CUB,2006,,,97 -Cuba,CUB,2007,,,99 -Cuba,CUB,2008,,,98 -Cuba,CUB,2009,,,95 -Cuba,CUB,2010,,,98 -Cuba,CUB,2011,,,95 -Cuba,CUB,2012,,,96 -Cuba,CUB,2013,,,97 -Cuba,CUB,2014,,,98 -Cuba,CUB,2015,North America,,99 -Cuba,CUB,2016,,,99 -Cuba,CUB,2017,,,99 -Cuba,CUB,2018,,,99 -Cuba,CUB,2019,,,99 -Curacao,CUW,2015,North America,, -Cyprus,CYP,2007,,,93 -Cyprus,CYP,2008,,,89 -Cyprus,CYP,2009,,,88 -Cyprus,CYP,2010,,,88 -Cyprus,CYP,2011,,,88 -Cyprus,CYP,2012,,,88 -Cyprus,CYP,2013,,,88 -Cyprus,CYP,2014,,,88 -Cyprus,CYP,2015,Europe,,88 -Cyprus,CYP,2016,,,88 -Cyprus,CYP,2017,,,88 -Cyprus,CYP,2018,,9.859631777,88 -Cyprus,CYP,2019,,,88 -Czech Republic,CZE,2000,,,98 -Czech Republic,CZE,2001,,,98 -Czech Republic,CZE,2002,,,98 -Czech Republic,CZE,2003,,,98 -Czech Republic,CZE,2004,,,98 -Czech Republic,CZE,2005,,,98 -Czech Republic,CZE,2006,,,98 -Czech Republic,CZE,2007,,,98 -Czech Republic,CZE,2008,,,98 -Czech Republic,CZE,2009,,,98 -Czech Republic,CZE,2010,,,98 -Czech Republic,CZE,2011,,,98 -Czech Republic,CZE,2012,,,99 -Czech Republic,CZE,2013,,,99 -Czech Republic,CZE,2014,,,96 -Czech Republic,CZE,2015,Europe,,99 -Czech Republic,CZE,2016,,,93 -Czech Republic,CZE,2017,,,90 -Czech Republic,CZE,2018,,6.603516208,84 -Czech Republic,CZE,2019,,,84 -Czechoslovakia,OWID_CZS,2015,Europe,, -Democratic Republic of Congo,COD,2015,Africa,, -Denmark,DNK,2001,,,87 -Denmark,DNK,2002,,,92 -Denmark,DNK,2003,,,88 -Denmark,DNK,2004,,,88 -Denmark,DNK,2005,,,91 -Denmark,DNK,2006,,,91 -Denmark,DNK,2007,,,88 -Denmark,DNK,2008,,,87 -Denmark,DNK,2009,,,85 -Denmark,DNK,2010,,,85 -Denmark,DNK,2011,,,86 -Denmark,DNK,2012,,,87 -Denmark,DNK,2013,,,86 -Denmark,DNK,2014,,,84 -Denmark,DNK,2015,Europe,,80 -Denmark,DNK,2016,,,85 -Denmark,DNK,2017,,,88 -Denmark,DNK,2018,,8.979714929,90 -Denmark,DNK,2019,,,90 -Djibouti,DJI,2012,,,82 -Djibouti,DJI,2013,,,82 -Djibouti,DJI,2014,,,82 -Djibouti,DJI,2015,Africa,,82 -Djibouti,DJI,2016,,,81 -Djibouti,DJI,2017,,,81 -Djibouti,DJI,2018,,,81 -Djibouti,DJI,2019,,,81 -Dominica,DMA,2001,,,62 -Dominica,DMA,2002,,,99 -Dominica,DMA,2003,,,99 -Dominica,DMA,2004,,,99 -Dominica,DMA,2005,,,99 -Dominica,DMA,2006,,,99 -Dominica,DMA,2007,,,95 -Dominica,DMA,2008,,,95 -Dominica,DMA,2009,,,95 -Dominica,DMA,2010,,,95 -Dominica,DMA,2011,,,94 -Dominica,DMA,2012,,,94 -Dominica,DMA,2013,,,91 -Dominica,DMA,2014,,,89 -Dominica,DMA,2015,North America,,94 -Dominica,DMA,2016,,,92 -Dominica,DMA,2017,,,81 -Dominica,DMA,2018,,,81 -Dominica,DMA,2019,,,92 -Dominican Republic,DOM,2015,North America,, -Dominican Republic,DOM,2018,,4.905058752,31 -Dominican Republic,DOM,2019,,,60 -East Asia,,2018,,8, -East Germany,OWID_GDR,2015,Europe,, -Eastern Africa,,2018,,5, -Eastern Europe,,2018,,17, -Eastern Mediterranean,,2000,,,28 -Eastern Mediterranean,,2001,,,35 -Eastern Mediterranean,,2002,,,35 -Eastern Mediterranean,,2003,,,34 -Eastern Mediterranean,,2004,,,38 -Eastern Mediterranean,,2005,,,40 -Eastern Mediterranean,,2006,,,41 -Eastern Mediterranean,,2007,,,41 -Eastern Mediterranean,,2008,,,40 -Eastern Mediterranean,,2009,,,50 -Eastern Mediterranean,,2010,,,52 -Eastern Mediterranean,,2011,,,54 -Eastern Mediterranean,,2012,,,56 -Eastern Mediterranean,,2013,,,59 -Eastern Mediterranean,,2014,,,64 -Eastern Mediterranean,,2015,,,68 -Eastern Mediterranean,,2016,,,74 -Eastern Mediterranean,,2017,,,75 -Eastern Mediterranean,,2018,,,74 -Eastern Mediterranean,,2019,,,75 -Ecuador,ECU,2009,,,99 -Ecuador,ECU,2010,,,91 -Ecuador,ECU,2011,,,92 -Ecuador,ECU,2012,,,81 -Ecuador,ECU,2013,,,70 -Ecuador,ECU,2014,,,59 -Ecuador,ECU,2015,South America,,76 -Ecuador,ECU,2016,,,64 -Ecuador,ECU,2017,,,73 -Ecuador,ECU,2018,,5.392728845,74 -Ecuador,ECU,2019,,,76 -Egypt,EGY,2000,,,97 -Egypt,EGY,2001,,,99 -Egypt,EGY,2002,,,96 -Egypt,EGY,2003,,,97 -Egypt,EGY,2004,,,96 -Egypt,EGY,2005,,,97 -Egypt,EGY,2006,,,97 -Egypt,EGY,2007,,,97 -Egypt,EGY,2008,,,96 -Egypt,EGY,2009,,,96 -Egypt,EGY,2010,,,97 -Egypt,EGY,2011,,,97 -Egypt,EGY,2012,,,92 -Egypt,EGY,2013,,,96 -Egypt,EGY,2014,,,93 -Egypt,EGY,2015,Africa,,92 -Egypt,EGY,2016,,,96 -Egypt,EGY,2017,,,94 -Egypt,EGY,2018,,0.588238907,94 -Egypt,EGY,2019,,,94 -El Salvador,SLV,2003,,,77 -El Salvador,SLV,2004,,,80 -El Salvador,SLV,2005,,,85 -El Salvador,SLV,2006,,,89 -El Salvador,SLV,2007,,,86 -El Salvador,SLV,2008,,,79 -El Salvador,SLV,2009,,,82 -El Salvador,SLV,2010,,,78 -El Salvador,SLV,2011,,,81 -El Salvador,SLV,2012,,,95 -El Salvador,SLV,2013,,,85 -El Salvador,SLV,2014,,,85 -El Salvador,SLV,2015,North America,,88 -El Salvador,SLV,2016,,,87 -El Salvador,SLV,2017,,,86 -El Salvador,SLV,2018,,11.38611622,85 -El Salvador,SLV,2019,,,87 -Equatorial Guinea,GNQ,2015,Africa,, -Eritrea,ERI,2015,Africa,,88 -Eritrea,ERI,2016,,,88 -Eritrea,ERI,2017,,,88 -Eritrea,ERI,2018,,,88 -Eritrea,ERI,2019,,,88 -Eritrea and Ethiopia,OWID_ERE,2015,Africa,, -Estonia,EST,2000,,,89 -Estonia,EST,2001,,,84 -Estonia,EST,2002,,,94 -Estonia,EST,2003,,,96 -Estonia,EST,2004,,,97 -Estonia,EST,2005,,,98 -Estonia,EST,2006,,,98 -Estonia,EST,2007,,,96 -Estonia,EST,2008,,,97 -Estonia,EST,2009,,,96 -Estonia,EST,2010,,,95 -Estonia,EST,2011,,,95 -Estonia,EST,2012,,,94 -Estonia,EST,2013,,,92 -Estonia,EST,2014,,,93 -Estonia,EST,2015,Europe,,92 -Estonia,EST,2016,,,92 -Estonia,EST,2017,,,91 -Estonia,EST,2018,,13.48992364,88 -Estonia,EST,2019,,,90 -Ethiopia,ETH,2015,Africa,, -Ethiopia,ETH,2018,,2.54309192, -Ethiopia,ETH,2019,,,41 -Europe,,2000,,,48 -Europe,,2001,,,62 -Europe,,2002,,,70 -Europe,,2003,,,73 -Europe,,2004,,,77 -Europe,,2005,,,76 -Europe,,2006,,,75 -Europe,,2007,,,76 -Europe,,2008,,,75 -Europe,,2009,,,73 -Europe,,2010,,,80 -Europe,,2011,,,82 -Europe,,2012,,,83 -Europe,,2013,,,89 -Europe,,2014,,,89 -Europe,,2015,,,89 -Europe,,2016,,,88 -Europe,,2017,,,90 -Europe,,2018,,,91 -Europe,,2019,,,91 -Faeroe Islands,FRO,2015,Europe,, -Falkland Islands,FLK,2015,South America,, -Fiji,FJI,2005,,,74 -Fiji,FJI,2006,,,94 -Fiji,FJI,2007,,,94 -Fiji,FJI,2008,,,94 -Fiji,FJI,2009,,,94 -Fiji,FJI,2010,,,94 -Fiji,FJI,2011,,,94 -Fiji,FJI,2012,,,94 -Fiji,FJI,2013,,,94 -Fiji,FJI,2014,,,94 -Fiji,FJI,2015,Oceania,,94 -Fiji,FJI,2016,,,94 -Fiji,FJI,2017,,,94 -Fiji,FJI,2018,,,94 -Fiji,FJI,2019,,,94 -Finland,FIN,2015,Europe,, -Finland,FIN,2016,,,85 -Finland,FIN,2017,,,92 -Finland,FIN,2018,,7.991680632,93 -Finland,FIN,2019,,,93 -France,FRA,2010,,,61 -France,FRA,2011,,,67 -France,FRA,2012,,,72 -France,FRA,2013,,,75 -France,FRA,2014,,,77 -France,FRA,2015,Europe,,79 -France,FRA,2016,,,80 -France,FRA,2017,,,80 -France,FRA,2018,,33.29384552,83 -France,FRA,2019,,,83 -French Guiana,GUF,2015,South America,, -French Polynesia,PYF,2015,Oceania,, -French Southern Territories,ATF,2015,Antarctica,, -Gabon,GAB,2015,Africa,, -Gabon,GAB,2018,,25.85800036, -Gambia,GMB,2012,,,56 -Gambia,GMB,2013,,,53 -Gambia,GMB,2014,,,73 -Gambia,GMB,2015,Africa,,81 -Gambia,GMB,2016,,,79 -Gambia,GMB,2017,,,68 -Gambia,GMB,2018,,4.782896295,71 -Gambia,GMB,2019,,,61 -Gavi countries,,2000,,,2 -Gavi countries,,2001,,,2 -Gavi countries,,2002,,,3 -Gavi countries,,2003,,,4 -Gavi countries,,2004,,,4 -Gavi countries,,2005,,,4 -Gavi countries,,2006,,,6 -Gavi countries,,2007,,,7 -Gavi countries,,2008,,,10 -Gavi countries,,2009,,,12 -Gavi countries,,2010,,,13 -Gavi countries,,2011,,,23 -Gavi countries,,2012,,,27 -Gavi countries,,2013,,,36 -Gavi countries,,2014,,,38 -Gavi countries,,2015,,,44 -Gavi countries,,2016,,,50 -Gavi countries,,2017,,,53 -Gavi countries,,2018,,,55 -Gavi countries,,2019,,,60 -Georgia,GEO,2001,,,8 -Georgia,GEO,2002,,,40 -Georgia,GEO,2003,,,57 -Georgia,GEO,2004,,,75 -Georgia,GEO,2005,,,87 -Georgia,GEO,2006,,,88 -Georgia,GEO,2007,,,92 -Georgia,GEO,2008,,,87 -Georgia,GEO,2009,,,71 -Georgia,GEO,2010,,,84 -Georgia,GEO,2011,,,77 -Georgia,GEO,2012,,,79 -Georgia,GEO,2013,,,89 -Georgia,GEO,2014,,,87 -Georgia,GEO,2015,Asia,,91 -Georgia,GEO,2016,,,85 -Georgia,GEO,2017,,,90 -Georgia,GEO,2018,,9.573974821,96 -Georgia,GEO,2019,,,97 -Germany,DEU,2002,,,77 -Germany,DEU,2003,,,83 -Germany,DEU,2004,,,89 -Germany,DEU,2005,,,91 -Germany,DEU,2006,,,90 -Germany,DEU,2007,,,92 -Germany,DEU,2008,,,92 -Germany,DEU,2009,,,93 -Germany,DEU,2010,,,93 -Germany,DEU,2011,,,93 -Germany,DEU,2012,,,93 -Germany,DEU,2013,,,93 -Germany,DEU,2014,,,93 -Germany,DEU,2015,Europe,,93 -Germany,DEU,2016,,,93 -Germany,DEU,2017,,,93 -Germany,DEU,2018,,12.87886921,93 -Germany,DEU,2019,,,93 -Ghana,GHA,2012,,,52 -Ghana,GHA,2013,,,54 -Ghana,GHA,2014,,,67 -Ghana,GHA,2015,Africa,,63 -Ghana,GHA,2016,,,75 -Ghana,GHA,2017,,,83 -Ghana,GHA,2018,,3.492985667,83 -Ghana,GHA,2019,,,83 -Gibraltar,GIB,2015,Europe,, -Greece,GRC,2007,,,77 -Greece,GRC,2008,,,77 -Greece,GRC,2009,,,77 -Greece,GRC,2010,,,77 -Greece,GRC,2011,,,77 -Greece,GRC,2012,,,83 -Greece,GRC,2013,,,83 -Greece,GRC,2014,,,83 -Greece,GRC,2015,Europe,,83 -Greece,GRC,2016,,,83 -Greece,GRC,2017,,,83 -Greece,GRC,2018,,3.587050176,83 -Greece,GRC,2019,,,83 -Greenland,GRL,2015,North America,, -Grenada,GRD,2002,,,74 -Grenada,GRD,2003,,,68 -Grenada,GRD,2004,,,61 -Grenada,GRD,2005,,,81 -Grenada,GRD,2006,,,87 -Grenada,GRD,2007,,,86 -Grenada,GRD,2008,,,86 -Grenada,GRD,2009,,,78 -Grenada,GRD,2010,,,86 -Grenada,GRD,2011,,,85 -Grenada,GRD,2012,,,75 -Grenada,GRD,2013,,,85 -Grenada,GRD,2014,,,92 -Grenada,GRD,2015,North America,,89 -Grenada,GRD,2016,,,85 -Grenada,GRD,2017,,,79 -Grenada,GRD,2018,,,74 -Grenada,GRD,2019,,,82 -Guadeloupe,GLP,2015,North America,, -Guam,GUM,2015,Oceania,, -Guatemala,GTM,2015,North America,, -Guatemala,GTM,2016,,,65 -Guatemala,GTM,2017,,,81 -Guatemala,GTM,2018,,7.285190797,76 -Guatemala,GTM,2019,,,78 -Guernsey,GGY,2015,Europe,, -Guinea,GIN,2015,Africa,, -Guinea,GIN,2018,,14.05135618, -Guinea-Bissau,GNB,2015,Africa,, -Guyana,GUY,2001,,,88 -Guyana,GUY,2002,,,80 -Guyana,GUY,2003,,,71 -Guyana,GUY,2004,,,63 -Guyana,GUY,2005,,,72 -Guyana,GUY,2006,,,74 -Guyana,GUY,2007,,,90 -Guyana,GUY,2008,,,84 -Guyana,GUY,2009,,,84 -Guyana,GUY,2010,,,82 -Guyana,GUY,2011,,,84 -Guyana,GUY,2012,,,90 -Guyana,GUY,2013,,,95 -Guyana,GUY,2014,,,91 -Guyana,GUY,2015,South America,,95 -Guyana,GUY,2016,,,94 -Guyana,GUY,2017,,,93 -Guyana,GUY,2018,,,84 -Guyana,GUY,2019,,,92 -Haiti,HTI,2015,North America,, -Haiti,HTI,2016,,,26 -Haiti,HTI,2017,,,25 -Haiti,HTI,2018,,20.39307286,38 -Haiti,HTI,2019,,,41 -Hanover,OWID_HAN,2015,Europe,, -Heard Island and McDonald Islands,HMD,2015,Antarctica,, -Hesse Electoral,OWID_HSE,2015,Europe,, -Hesse Grand Ducal,OWID_HSG,2015,Europe,, -High income,,2000,,,43 -High income,,2001,,,51 -High income,,2002,,,59 -High income,,2003,,,59 -High income,,2004,,,66 -High income,,2005,,,66 -High income,,2006,,,67 -High income,,2007,,,68 -High income,,2008,,,75 -High income,,2009,,,76 -High income,,2010,,,81 -High income,,2011,,,81 -High income,,2012,,,85 -High income,,2013,,,89 -High income,,2014,,,90 -High income,,2015,,,90 -High income,,2016,,,91 -High income,,2017,,,91 -High income,,2018,,,92 -High income,,2019,,,92 -Honduras,HND,2015,North America,, -Honduras,HND,2018,,5.889666745,94 -Honduras,HND,2019,,,85 -Hong Kong,HKG,2015,Asia,, -Hungary,HUN,2000,,,99 -Hungary,HUN,2001,,,99 -Hungary,HUN,2002,,,99 -Hungary,HUN,2003,,,99 -Hungary,HUN,2004,,,99 -Hungary,HUN,2005,,,99 -Hungary,HUN,2006,,,99 -Hungary,HUN,2007,,,99 -Hungary,HUN,2008,,,99 -Hungary,HUN,2009,,,99 -Hungary,HUN,2010,,,99 -Hungary,HUN,2011,,,99 -Hungary,HUN,2012,,,99 -Hungary,HUN,2013,,,99 -Hungary,HUN,2014,,,99 -Hungary,HUN,2015,Europe,,99 -Hungary,HUN,2016,,,99 -Hungary,HUN,2017,,,99 -Hungary,HUN,2018,,2.632851949,99 -Hungary,HUN,2019,,,99 -Iceland,ISL,2003,,,92 -Iceland,ISL,2004,,,89 -Iceland,ISL,2005,,,90 -Iceland,ISL,2006,,,93 -Iceland,ISL,2007,,,95 -Iceland,ISL,2008,,,94 -Iceland,ISL,2009,,,93 -Iceland,ISL,2010,,,92 -Iceland,ISL,2011,,,90 -Iceland,ISL,2012,,,97 -Iceland,ISL,2013,,,94 -Iceland,ISL,2014,,,93 -Iceland,ISL,2015,Europe,,94 -Iceland,ISL,2016,,,95 -Iceland,ISL,2017,,,95 -Iceland,ISL,2018,,21.26700693,95 -Iceland,ISL,2019,,,95 -India,IND,2011,,,27 -India,IND,2012,,,36 -India,IND,2013,,,51 -India,IND,2014,,,60 -India,IND,2015,Asia,,69 -India,IND,2016,,,76 -India,IND,2017,,,80 -India,IND,2018,,1.995294987,82 -India,IND,2019,,,84 -Indonesia,IDN,2003,,,21 -Indonesia,IDN,2004,,,29 -Indonesia,IDN,2005,,,23 -Indonesia,IDN,2006,,,50 -Indonesia,IDN,2007,,,73 -Indonesia,IDN,2008,,,66 -Indonesia,IDN,2009,,,67 -Indonesia,IDN,2010,,,74 -Indonesia,IDN,2011,,,76 -Indonesia,IDN,2012,,,78 -Indonesia,IDN,2013,,,76 -Indonesia,IDN,2014,,,28 -Indonesia,IDN,2015,Asia,,31 -Indonesia,IDN,2016,,,55 -Indonesia,IDN,2017,,,63 -Indonesia,IDN,2018,,5.737725649,67 -Indonesia,IDN,2019,,,71 -Iran,IRN,2000,,,99 -Iran,IRN,2001,,,94 -Iran,IRN,2002,,,96 -Iran,IRN,2003,,,96 -Iran,IRN,2004,,,99 -Iran,IRN,2005,,,92 -Iran,IRN,2006,,,98 -Iran,IRN,2007,,,97 -Iran,IRN,2008,,,96 -Iran,IRN,2009,,,99 -Iran,IRN,2010,,,99 -Iran,IRN,2011,,,99 -Iran,IRN,2012,,,97 -Iran,IRN,2013,,,97 -Iran,IRN,2014,,,98 -Iran,IRN,2015,Asia,,98 -Iran,IRN,2016,,,98 -Iran,IRN,2017,,,98 -Iran,IRN,2018,,9.154814714,98 -Iran,IRN,2019,,,98 -Iraq,IRQ,2001,,,52 -Iraq,IRQ,2002,,,48 -Iraq,IRQ,2003,,,45 -Iraq,IRQ,2004,,,41 -Iraq,IRQ,2005,,,58 -Iraq,IRQ,2006,,,52 -Iraq,IRQ,2007,,,64 -Iraq,IRQ,2008,,,76 -Iraq,IRQ,2009,,,87 -Iraq,IRQ,2010,,,77 -Iraq,IRQ,2011,,,77 -Iraq,IRQ,2012,,,68 -Iraq,IRQ,2013,,,57 -Iraq,IRQ,2014,,,67 -Iraq,IRQ,2015,Asia,,76 -Iraq,IRQ,2016,,,78 -Iraq,IRQ,2017,,,88 -Iraq,IRQ,2018,,4.446227372,81 -Iraq,IRQ,2019,,,86 -Ireland,IRL,2015,Europe,, -Ireland,IRL,2018,,9.355552291, -Isle of Man,IMN,2015,Europe,, -Israel,ISR,2001,,,97 -Israel,ISR,2002,,,97 -Israel,ISR,2003,,,97 -Israel,ISR,2004,,,97 -Israel,ISR,2005,,,96 -Israel,ISR,2006,,,96 -Israel,ISR,2007,,,90 -Israel,ISR,2008,,,91 -Israel,ISR,2009,,,92 -Israel,ISR,2010,,,93 -Israel,ISR,2011,,,87 -Israel,ISR,2012,,,89 -Israel,ISR,2013,,,95 -Israel,ISR,2014,,,96 -Israel,ISR,2015,Asia,,97 -Israel,ISR,2016,,,97 -Israel,ISR,2017,,,96 -Israel,ISR,2018,,4.820923171,96 -Israel,ISR,2019,,,96 -Italy,ITA,2013,,,84 -Italy,ITA,2014,,,83 -Italy,ITA,2015,Europe,,83 -Italy,ITA,2016,,,82 -Italy,ITA,2017,,,86 -Italy,ITA,2018,,13.71469477,89 -Italy,ITA,2019,,,88 -Jamaica,JAM,2001,,,96 -Jamaica,JAM,2002,,,96 -Jamaica,JAM,2003,,,95 -Jamaica,JAM,2004,,,95 -Jamaica,JAM,2005,,,91 -Jamaica,JAM,2006,,,88 -Jamaica,JAM,2007,,,84 -Jamaica,JAM,2008,,,80 -Jamaica,JAM,2009,,,78 -Jamaica,JAM,2010,,,56 -Jamaica,JAM,2011,,,60 -Jamaica,JAM,2012,,,76 -Jamaica,JAM,2013,,,71 -Jamaica,JAM,2014,,,72 -Jamaica,JAM,2015,North America,,83 -Jamaica,JAM,2016,,,85 -Jamaica,JAM,2017,,,95 -Jamaica,JAM,2018,,,82 -Jamaica,JAM,2019,,,92 -Japan,JPN,2008,,,78 -Japan,JPN,2009,,,92 -Japan,JPN,2010,,,97 -Japan,JPN,2011,,,92 -Japan,JPN,2012,,,92 -Japan,JPN,2013,,,93 -Japan,JPN,2014,,,94 -Japan,JPN,2015,Asia,,93 -Japan,JPN,2016,,,93 -Japan,JPN,2017,,,95 -Japan,JPN,2018,,8.347281956,93 -Japan,JPN,2019,,,93 -Jersey,JEY,2015,Europe,, -Jordan,JOR,2000,,,83 -Jordan,JOR,2001,,,87 -Jordan,JOR,2002,,,90 -Jordan,JOR,2003,,,91 -Jordan,JOR,2004,,,98 -Jordan,JOR,2005,,,92 -Jordan,JOR,2006,,,88 -Jordan,JOR,2007,,,97 -Jordan,JOR,2008,,,90 -Jordan,JOR,2009,,,90 -Jordan,JOR,2010,,,95 -Jordan,JOR,2011,,,95 -Jordan,JOR,2012,,,96 -Jordan,JOR,2013,,,98 -Jordan,JOR,2014,,,98 -Jordan,JOR,2015,Asia,,96 -Jordan,JOR,2016,,,99 -Jordan,JOR,2017,,,99 -Jordan,JOR,2018,,3.153373732,96 -Jordan,JOR,2019,,,96 -Kazakhstan,KAZ,2000,,,98 -Kazakhstan,KAZ,2001,,,95 -Kazakhstan,KAZ,2002,,,98 -Kazakhstan,KAZ,2003,,,99 -Kazakhstan,KAZ,2004,,,99 -Kazakhstan,KAZ,2005,,,96 -Kazakhstan,KAZ,2006,,,99 -Kazakhstan,KAZ,2007,,,99 -Kazakhstan,KAZ,2008,,,99 -Kazakhstan,KAZ,2009,,,99 -Kazakhstan,KAZ,2010,,,99 -Kazakhstan,KAZ,2011,,,99 -Kazakhstan,KAZ,2012,,,97 -Kazakhstan,KAZ,2013,,,99 -Kazakhstan,KAZ,2014,,,99 -Kazakhstan,KAZ,2015,Asia,,98 -Kazakhstan,KAZ,2016,,,99 -Kazakhstan,KAZ,2017,,,99 -Kazakhstan,KAZ,2018,,10.3336845,98 -Kazakhstan,KAZ,2019,,,98 -Kenya,KEN,2015,Africa,,28 -Kenya,KEN,2016,,,32 -Kenya,KEN,2017,,,35 -Kenya,KEN,2018,,5.300983921,45 -Kenya,KEN,2019,,,45 -Kiribati,KIR,2009,,,35 -Kiribati,KIR,2010,,,21 -Kiribati,KIR,2011,,,61 -Kiribati,KIR,2012,,,9 -Kiribati,KIR,2013,,,84 -Kiribati,KIR,2014,,,80 -Kiribati,KIR,2015,Oceania,,76 -Kiribati,KIR,2016,,,79 -Kiribati,KIR,2017,,,79 -Kiribati,KIR,2018,,,85 -Kiribati,KIR,2019,,,91 -Kosovo,OWID_KOS,2015,Europe,, -Kosovo,OWID_KOS,2018,,5.418528202, -Kuwait,KWT,2005,,,77 -Kuwait,KWT,2006,,,96 -Kuwait,KWT,2007,,,90 -Kuwait,KWT,2008,,,86 -Kuwait,KWT,2009,,,94 -Kuwait,KWT,2010,,,99 -Kuwait,KWT,2011,,,99 -Kuwait,KWT,2012,,,99 -Kuwait,KWT,2013,,,99 -Kuwait,KWT,2014,,,86 -Kuwait,KWT,2015,Asia,,96 -Kuwait,KWT,2016,,,99 -Kuwait,KWT,2017,,,99 -Kuwait,KWT,2018,,4.097016132,94 -Kuwait,KWT,2019,,,94 -Kyrgyzstan,KGZ,2000,,,96 -Kyrgyzstan,KGZ,2001,,,98 -Kyrgyzstan,KGZ,2002,,,98 -Kyrgyzstan,KGZ,2003,,,98 -Kyrgyzstan,KGZ,2004,,,98 -Kyrgyzstan,KGZ,2005,,,98 -Kyrgyzstan,KGZ,2006,,,97 -Kyrgyzstan,KGZ,2007,,,95 -Kyrgyzstan,KGZ,2008,,,97 -Kyrgyzstan,KGZ,2009,,,98 -Kyrgyzstan,KGZ,2010,,,98 -Kyrgyzstan,KGZ,2011,,,98 -Kyrgyzstan,KGZ,2012,,,98 -Kyrgyzstan,KGZ,2013,,,97 -Kyrgyzstan,KGZ,2014,,,97 -Kyrgyzstan,KGZ,2015,Asia,,96 -Kyrgyzstan,KGZ,2016,,,98 -Kyrgyzstan,KGZ,2017,,,96 -Kyrgyzstan,KGZ,2018,,8.841450211,96 -Kyrgyzstan,KGZ,2019,,,98 -Laos,LAO,2015,Asia,, -Laos,LAO,2018,,1.856595172,57 -Laos,LAO,2019,,,57 -Latvia,LVA,2000,,,90 -Latvia,LVA,2001,,,95 -Latvia,LVA,2002,,,96 -Latvia,LVA,2003,,,97 -Latvia,LVA,2004,,,98 -Latvia,LVA,2005,,,99 -Latvia,LVA,2006,,,99 -Latvia,LVA,2007,,,98 -Latvia,LVA,2008,,,94 -Latvia,LVA,2009,,,92 -Latvia,LVA,2010,,,93 -Latvia,LVA,2011,,,92 -Latvia,LVA,2012,,,92 -Latvia,LVA,2013,,,92 -Latvia,LVA,2014,,,89 -Latvia,LVA,2015,Europe,,92 -Latvia,LVA,2016,,,89 -Latvia,LVA,2017,,,89 -Latvia,LVA,2018,,17.0717777,94 -Latvia,LVA,2019,,,96 -Lebanon,LBN,2000,,,56 -Lebanon,LBN,2001,,,42 -Lebanon,LBN,2002,,,28 -Lebanon,LBN,2003,,,14 -Lebanon,LBN,2004,,,24 -Lebanon,LBN,2005,,,34 -Lebanon,LBN,2006,,,45 -Lebanon,LBN,2007,,,55 -Lebanon,LBN,2008,,,65 -Lebanon,LBN,2009,,,75 -Lebanon,LBN,2010,,,73 -Lebanon,LBN,2011,,,70 -Lebanon,LBN,2012,,,68 -Lebanon,LBN,2013,,,65 -Lebanon,LBN,2014,,,63 -Lebanon,LBN,2015,Asia,,63 -Lebanon,LBN,2016,,,63 -Lebanon,LBN,2017,,,63 -Lebanon,LBN,2018,,3.348813152,63 -Lebanon,LBN,2019,,,63 -Lesotho,LSO,2001,,,46 -Lesotho,LSO,2002,,,50 -Lesotho,LSO,2003,,,47 -Lesotho,LSO,2004,,,56 -Lesotho,LSO,2005,,,68 -Lesotho,LSO,2006,,,80 -Lesotho,LSO,2007,,,80 -Lesotho,LSO,2008,,,80 -Lesotho,LSO,2009,,,81 -Lesotho,LSO,2010,,,81 -Lesotho,LSO,2011,,,82 -Lesotho,LSO,2012,,,82 -Lesotho,LSO,2013,,,82 -Lesotho,LSO,2014,,,82 -Lesotho,LSO,2015,Africa,,82 -Lesotho,LSO,2016,,,82 -Lesotho,LSO,2017,,,82 -Lesotho,LSO,2018,,,82 -Lesotho,LSO,2019,,,82 -Liberia,LBR,2015,Africa,, -Liberia,LBR,2018,,2.505175939, -Liberia,LBR,2019,,,13 -Libya,LBY,2001,,,81 -Libya,LBY,2002,,,86 -Libya,LBY,2003,,,90 -Libya,LBY,2004,,,95 -Libya,LBY,2005,,,95 -Libya,LBY,2006,,,96 -Libya,LBY,2007,,,97 -Libya,LBY,2008,,,97 -Libya,LBY,2009,,,97 -Libya,LBY,2010,,,97 -Libya,LBY,2011,,,97 -Libya,LBY,2012,,,97 -Libya,LBY,2013,,,95 -Libya,LBY,2014,,,92 -Libya,LBY,2015,Africa,,97 -Libya,LBY,2016,,,96 -Libya,LBY,2017,,,94 -Libya,LBY,2018,,9.027480215,72 -Libya,LBY,2019,,,72 -Liechtenstein,LIE,2015,Europe,, -Lithuania,LTU,2000,,,97 -Lithuania,LTU,2001,,,96 -Lithuania,LTU,2002,,,95 -Lithuania,LTU,2003,,,93 -Lithuania,LTU,2004,,,93 -Lithuania,LTU,2005,,,95 -Lithuania,LTU,2006,,,94 -Lithuania,LTU,2007,,,96 -Lithuania,LTU,2008,,,96 -Lithuania,LTU,2009,,,94 -Lithuania,LTU,2010,,,95 -Lithuania,LTU,2011,,,94 -Lithuania,LTU,2012,,,93 -Lithuania,LTU,2013,,,92 -Lithuania,LTU,2014,,,92 -Lithuania,LTU,2015,Europe,,92 -Lithuania,LTU,2016,,,92 -Lithuania,LTU,2017,,,92 -Lithuania,LTU,2018,,8.280441649,92 -Lithuania,LTU,2019,,,93 -Low income,,2000,,,3 -Low income,,2001,,,4 -Low income,,2002,,,4 -Low income,,2003,,,4 -Low income,,2004,,,4 -Low income,,2005,,,5 -Low income,,2006,,,6 -Low income,,2007,,,5 -Low income,,2008,,,8 -Low income,,2009,,,8 -Low income,,2010,,,9 -Low income,,2011,,,8 -Low income,,2012,,,9 -Low income,,2013,,,12 -Low income,,2014,,,13 -Low income,,2015,,,18 -Low income,,2016,,,23 -Low income,,2017,,,25 -Low income,,2018,,,27 -Low income,,2019,,,36 -Low income (non-Gavi countries),,2000,,,80 -Low income (non-Gavi countries),,2001,,,83 -Low income (non-Gavi countries),,2002,,,84 -Low income (non-Gavi countries),,2003,,,83 -Low income (non-Gavi countries),,2004,,,82 -Low income (non-Gavi countries),,2005,,,81 -Low income (non-Gavi countries),,2006,,,81 -Low income (non-Gavi countries),,2007,,,81 -Low income (non-Gavi countries),,2008,,,81 -Low income (non-Gavi countries),,2009,,,82 -Low income (non-Gavi countries),,2010,,,82 -Low income (non-Gavi countries),,2011,,,71 -Low income (non-Gavi countries),,2012,,,53 -Low income (non-Gavi countries),,2013,,,51 -Low income (non-Gavi countries),,2014,,,49 -Low income (non-Gavi countries),,2015,,,47 -Low income (non-Gavi countries),,2016,,,52 -Low income (non-Gavi countries),,2017,,,59 -Low income (non-Gavi countries),,2018,,,54 -Low income (non-Gavi countries),,2019,,,54 -Luxembourg,LUX,2012,,,86 -Luxembourg,LUX,2013,,,86 -Luxembourg,LUX,2014,,,86 -Luxembourg,LUX,2015,Europe,,86 -Luxembourg,LUX,2016,,,86 -Luxembourg,LUX,2017,,,86 -Luxembourg,LUX,2018,,12.3730704,90 -Luxembourg,LUX,2019,,,90 -Macao,MAC,2015,Asia,, -Macedonia,MKD,2000,,,95 -Macedonia,MKD,2001,,,94 -Macedonia,MKD,2002,,,95 -Macedonia,MKD,2003,,,97 -Macedonia,MKD,2004,,,95 -Macedonia,MKD,2005,,,95 -Macedonia,MKD,2006,,,96 -Macedonia,MKD,2007,,,95 -Macedonia,MKD,2008,,,95 -Macedonia,MKD,2009,,,97 -Macedonia,MKD,2010,,,99 -Macedonia,MKD,2011,,,98 -Macedonia,MKD,2012,,,96 -Macedonia,MKD,2013,,,96 -Macedonia,MKD,2014,,,96 -Macedonia,MKD,2015,Europe,,93 -Macedonia,MKD,2016,,,93 -Macedonia,MKD,2017,,,97 -Macedonia,MKD,2018,,13.51227687,94 -Macedonia,MKD,2019,,,94 -Madagascar,MDG,2015,Africa,, -Madagascar,MDG,2018,,10.40111937, -Malawi,MWI,2015,Africa,,8 -Malawi,MWI,2016,,,61 -Malawi,MWI,2017,,,67 -Malawi,MWI,2018,,3.840526239,72 -Malawi,MWI,2019,,,75 -Malaysia,MYS,2005,,,91 -Malaysia,MYS,2006,,,90 -Malaysia,MYS,2007,,,92 -Malaysia,MYS,2008,,,93 -Malaysia,MYS,2009,,,95 -Malaysia,MYS,2010,,,95 -Malaysia,MYS,2011,,,95 -Malaysia,MYS,2012,,,99 -Malaysia,MYS,2013,,,99 -Malaysia,MYS,2014,,,99 -Malaysia,MYS,2015,Asia,,99 -Malaysia,MYS,2016,,,99 -Malaysia,MYS,2017,,,99 -Malaysia,MYS,2018,,2.804414366,88 -Malaysia,MYS,2019,,,87 -Maldives,MDV,2007,,,56 -Maldives,MDV,2008,,,76 -Maldives,MDV,2009,,,96 -Maldives,MDV,2010,,,96 -Maldives,MDV,2011,,,96 -Maldives,MDV,2012,,,99 -Maldives,MDV,2013,,,99 -Maldives,MDV,2014,,,97 -Maldives,MDV,2015,Asia,,99 -Maldives,MDV,2016,,,99 -Maldives,MDV,2017,,,99 -Maldives,MDV,2018,,,99 -Maldives,MDV,2019,,,99 -Mali,MLI,2015,Africa,, -Mali,MLI,2018,,17.1458224, -Mali,MLI,2019,,,4 -Malta,MLT,2003,,,2 -Malta,MLT,2004,,,31 -Malta,MLT,2005,,,60 -Malta,MLT,2006,,,86 -Malta,MLT,2007,,,77 -Malta,MLT,2008,,,83 -Malta,MLT,2009,,,85 -Malta,MLT,2010,,,85 -Malta,MLT,2011,,,85 -Malta,MLT,2012,,,91 -Malta,MLT,2013,,,88 -Malta,MLT,2014,,,94 -Malta,MLT,2015,Europe,,91 -Malta,MLT,2016,,,86 -Malta,MLT,2017,,,83 -Malta,MLT,2018,,6.252081044,95 -Malta,MLT,2019,,,95 -Marshall Islands,MHL,2000,,,6 -Marshall Islands,MHL,2001,,,6 -Marshall Islands,MHL,2002,,,70 -Marshall Islands,MHL,2003,,,90 -Marshall Islands,MHL,2004,,,92 -Marshall Islands,MHL,2005,,,71 -Marshall Islands,MHL,2006,,,60 -Marshall Islands,MHL,2007,,,91 -Marshall Islands,MHL,2008,,,79 -Marshall Islands,MHL,2009,,,66 -Marshall Islands,MHL,2010,,,90 -Marshall Islands,MHL,2011,,,74 -Marshall Islands,MHL,2012,,,58 -Marshall Islands,MHL,2013,,,56 -Marshall Islands,MHL,2014,,,53 -Marshall Islands,MHL,2015,Oceania,,70 -Marshall Islands,MHL,2016,,,49 -Marshall Islands,MHL,2017,,,62 -Marshall Islands,MHL,2018,,,61 -Marshall Islands,MHL,2019,,,64 -Martinique,MTQ,2015,North America,, -Mauritania,MRT,2015,Africa,, -Mauritania,MRT,2018,,9.6241817, -Mauritius,MUS,2004,,,80 -Mauritius,MUS,2005,,,78 -Mauritius,MUS,2006,,,85 -Mauritius,MUS,2007,,,80 -Mauritius,MUS,2008,,,83 -Mauritius,MUS,2009,,,85 -Mauritius,MUS,2010,,,90 -Mauritius,MUS,2011,,,89 -Mauritius,MUS,2012,,,90 -Mauritius,MUS,2013,,,85 -Mauritius,MUS,2014,,,85 -Mauritius,MUS,2015,Africa,,96 -Mauritius,MUS,2016,,,92 -Mauritius,MUS,2017,,,95 -Mauritius,MUS,2018,,17.02140053,99 -Mauritius,MUS,2019,,,99 -Mayotte,MYT,2015,Africa,, -Mecklenburg Schwerin,OWID_MEC,2015,Europe,, -Mexico,MEX,2000,,,98 -Mexico,MEX,2001,,,99 -Mexico,MEX,2002,,,89 -Mexico,MEX,2003,,,96 -Mexico,MEX,2004,,,97 -Mexico,MEX,2005,,,97 -Mexico,MEX,2006,,,91 -Mexico,MEX,2007,,,85 -Mexico,MEX,2008,,,94 -Mexico,MEX,2009,,,92 -Mexico,MEX,2010,,,91 -Mexico,MEX,2011,,,97 -Mexico,MEX,2012,,,92 -Mexico,MEX,2013,,,76 -Mexico,MEX,2014,,,95 -Mexico,MEX,2015,North America,,96 -Mexico,MEX,2016,,,98 -Mexico,MEX,2017,,,62 -Mexico,MEX,2018,,6.539340492,99 -Mexico,MEX,2019,,,73 -Micronesia,,2000,,,50 -Micronesia,,2001,,,64 -Micronesia,,2002,,,65 -Micronesia,,2003,,,66 -Micronesia,,2004,,,74 -Micronesia,,2005,,,84 -Micronesia,,2006,,,85 -Micronesia,,2007,,,86 -Micronesia,,2008,,,84 -Micronesia,,2009,,,82 -Micronesia,,2010,,,75 -Micronesia,,2011,,,75 -Micronesia,,2012,,,70 -Micronesia,,2013,,,75 -Micronesia,,2014,,,75 -Micronesia,,2015,,,74 -Micronesia,,2016,,,45 -Micronesia,,2017,,,52 -Micronesia,,2018,,,48 -Micronesia,,2019,,,52 -Micronesia (country),FSM,2015,Oceania,, -Middle East,,2018,,6, -Middle income,,2000,,,16 -Middle income,,2001,,,18 -Middle income,,2002,,,17 -Middle income,,2003,,,18 -Middle income,,2004,,,19 -Middle income,,2005,,,34 -Middle income,,2006,,,36 -Middle income,,2007,,,37 -Middle income,,2008,,,39 -Middle income,,2009,,,42 -Middle income,,2010,,,42 -Middle income,,2011,,,51 -Middle income,,2012,,,55 -Middle income,,2013,,,60 -Middle income,,2014,,,63 -Middle income,,2015,,,67 -Middle income,,2016,,,72 -Middle income,,2017,,,73 -Middle income,,2018,,,75 -Middle income,,2019,,,75 -Middle-income (non-Gavi countries),,2000,,,34 -Middle-income (non-Gavi countries),,2001,,,37 -Middle-income (non-Gavi countries),,2002,,,35 -Middle-income (non-Gavi countries),,2003,,,37 -Middle-income (non-Gavi countries),,2004,,,38 -Middle-income (non-Gavi countries),,2005,,,74 -Middle-income (non-Gavi countries),,2006,,,77 -Middle-income (non-Gavi countries),,2007,,,76 -Middle-income (non-Gavi countries),,2008,,,78 -Middle-income (non-Gavi countries),,2009,,,82 -Middle-income (non-Gavi countries),,2010,,,82 -Middle-income (non-Gavi countries),,2011,,,85 -Middle-income (non-Gavi countries),,2012,,,84 -Middle-income (non-Gavi countries),,2013,,,84 -Middle-income (non-Gavi countries),,2014,,,88 -Middle-income (non-Gavi countries),,2015,,,88 -Middle-income (non-Gavi countries),,2016,,,89 -Middle-income (non-Gavi countries),,2017,,,87 -Middle-income (non-Gavi countries),,2018,,,88 -Middle-income (non-Gavi countries),,2019,,,85 -Modena,OWID_MOD,2015,Europe,, -Moldova,MDA,2002,,,69 -Moldova,MDA,2003,,,96 -Moldova,MDA,2004,,,98 -Moldova,MDA,2005,,,98 -Moldova,MDA,2006,,,99 -Moldova,MDA,2007,,,95 -Moldova,MDA,2008,,,97 -Moldova,MDA,2009,,,98 -Moldova,MDA,2010,,,98 -Moldova,MDA,2011,,,96 -Moldova,MDA,2012,,,95 -Moldova,MDA,2013,,,94 -Moldova,MDA,2014,,,93 -Moldova,MDA,2015,Europe,,90 -Moldova,MDA,2016,,,95 -Moldova,MDA,2017,,,92 -Moldova,MDA,2018,,10.74900774,96 -Moldova,MDA,2019,,,95 -Monaco,MCO,2014,,,79 -Monaco,MCO,2015,Europe,,79 -Monaco,MCO,2016,,,79 -Monaco,MCO,2017,,,79 -Monaco,MCO,2018,,,79 -Monaco,MCO,2019,,,79 -Mongolia,MNG,2000,,,75 -Mongolia,MNG,2001,,,95 -Mongolia,MNG,2002,,,96 -Mongolia,MNG,2003,,,98 -Mongolia,MNG,2004,,,98 -Mongolia,MNG,2005,,,98 -Mongolia,MNG,2006,,,96 -Mongolia,MNG,2007,,,97 -Mongolia,MNG,2008,,,96 -Mongolia,MNG,2009,,,97 -Mongolia,MNG,2010,,,95 -Mongolia,MNG,2011,,,98 -Mongolia,MNG,2012,,,98 -Mongolia,MNG,2013,,,97 -Mongolia,MNG,2014,,,98 -Mongolia,MNG,2015,Asia,,98 -Mongolia,MNG,2016,,,90 -Mongolia,MNG,2017,,,98 -Mongolia,MNG,2018,,15.97529209,98 -Mongolia,MNG,2019,,,98 -Montenegro,MNE,2007,,,95 -Montenegro,MNE,2008,,,96 -Montenegro,MNE,2009,,,96 -Montenegro,MNE,2010,,,97 -Montenegro,MNE,2011,,,97 -Montenegro,MNE,2012,,,97 -Montenegro,MNE,2013,,,94 -Montenegro,MNE,2014,,,95 -Montenegro,MNE,2015,Europe,,94 -Montenegro,MNE,2016,,,86 -Montenegro,MNE,2017,,,83 -Montenegro,MNE,2018,,13.43791788,86 -Montenegro,MNE,2019,,,86 -Montserrat,MSR,2015,North America,, -Morocco,MAR,2004,,,91 -Morocco,MAR,2005,,,92 -Morocco,MAR,2006,,,92 -Morocco,MAR,2007,,,92 -Morocco,MAR,2014,,,54 -Morocco,MAR,2015,Africa,,95 -Morocco,MAR,2016,,,99 -Morocco,MAR,2017,,,99 -Morocco,MAR,2018,,3.873115668,99 -Morocco,MAR,2019,,,99 -Mozambique,MOZ,2015,Africa,, -Mozambique,MOZ,2016,,,36 -Mozambique,MOZ,2017,,,45 -Mozambique,MOZ,2018,,4.376628804,59 -Mozambique,MOZ,2019,,,85 -Myanmar,MMR,2008,,,57 -Myanmar,MMR,2009,,,65 -Myanmar,MMR,2010,,,75 -Myanmar,MMR,2011,,,80 -Myanmar,MMR,2013,,,80 -Myanmar,MMR,2014,,,82 -Myanmar,MMR,2015,Asia,,78 -Myanmar,MMR,2016,,,86 -Myanmar,MMR,2017,,,80 -Myanmar,MMR,2018,,4.199570654,87 -Myanmar,MMR,2019,,,80 -Nagorno-Karabakh,OWID_NAG,2015,Asia,, -Namibia,NAM,2015,Africa,, -Namibia,NAM,2017,,,32 -Namibia,NAM,2018,,11.16687438,50 -Namibia,NAM,2019,,,56 -Nauru,NRU,2001,,,95 -Nauru,NRU,2002,,,83 -Nauru,NRU,2003,,,72 -Nauru,NRU,2004,,,60 -Nauru,NRU,2005,,,50 -Nauru,NRU,2006,,,97 -Nauru,NRU,2007,,,99 -Nauru,NRU,2008,,,99 -Nauru,NRU,2009,,,92 -Nauru,NRU,2010,,,99 -Nauru,NRU,2011,,,99 -Nauru,NRU,2012,,,81 -Nauru,NRU,2013,,,88 -Nauru,NRU,2014,,,94 -Nauru,NRU,2015,Oceania,,96 -Nauru,NRU,2016,,,97 -Nauru,NRU,2017,,,94 -Nauru,NRU,2018,,,94 -Nauru,NRU,2019,,,95 -Nepal,NPL,2015,Asia,, -Nepal,NPL,2016,,,25 -Nepal,NPL,2017,,,59 -Nepal,NPL,2018,,3.303721329,69 -Nepal,NPL,2019,,,76 -Netherlands,NLD,2002,,,96 -Netherlands,NLD,2003,,,98 -Netherlands,NLD,2004,,,98 -Netherlands,NLD,2005,,,93 -Netherlands,NLD,2006,,,92 -Netherlands,NLD,2007,,,92 -Netherlands,NLD,2008,,,93 -Netherlands,NLD,2009,,,93 -Netherlands,NLD,2010,,,92 -Netherlands,NLD,2011,,,93 -Netherlands,NLD,2012,,,93 -Netherlands,NLD,2013,,,92 -Netherlands,NLD,2014,,,93 -Netherlands,NLD,2015,Europe,,92 -Netherlands,NLD,2016,,,91 -Netherlands,NLD,2017,,,90 -Netherlands,NLD,2018,,16.95792187,89 -Netherlands,NLD,2019,,,90 -Netherlands Antilles,ANT,2015,North America,, -New Caledonia,NCL,2015,Oceania,, -New Zealand,NZL,2011,,,86 -New Zealand,NZL,2012,,,85 -New Zealand,NZL,2013,,,86 -New Zealand,NZL,2014,,,86 -New Zealand,NZL,2015,Oceania,,87 -New Zealand,NZL,2016,,,89 -New Zealand,NZL,2017,,,90 -New Zealand,NZL,2018,,9.809272194,90 -New Zealand,NZL,2019,,,90 -Nicaragua,NIC,2015,North America,, -Nicaragua,NIC,2017,,,84 -Nicaragua,NIC,2018,,2.770323364,95 -Nicaragua,NIC,2019,,,99 -Niger,NER,2014,,,3 -Niger,NER,2015,Africa,,16 -Niger,NER,2016,,,31 -Niger,NER,2017,,,46 -Niger,NER,2018,,7.241705941,48 -Niger,NER,2019,,,58 -Nigeria,NGA,2015,Africa,, -Nigeria,NGA,2018,,4.9520462, -Nigeria,NGA,2019,,,9 -Niue,NIU,2000,,,99 -Niue,NIU,2001,,,99 -Niue,NIU,2002,,,90 -Niue,NIU,2003,,,86 -Niue,NIU,2004,,,99 -Niue,NIU,2005,,,70 -Niue,NIU,2006,,,99 -Niue,NIU,2007,,,99 -Niue,NIU,2008,,,99 -Niue,NIU,2009,,,99 -Niue,NIU,2010,,,99 -Niue,NIU,2011,,,98 -Niue,NIU,2012,,,98 -Niue,NIU,2013,,,99 -Niue,NIU,2014,,,99 -Niue,NIU,2015,Oceania,,99 -Niue,NIU,2016,,,99 -Niue,NIU,2017,,,99 -Niue,NIU,2018,,,99 -Niue,NIU,2019,,,99 -Norfolk Island,NFK,2015,Oceania,, -North Africa,,2018,,4, -North Korea,PRK,2008,,,75 -North Korea,PRK,2009,,,75 -North Korea,PRK,2010,,,76 -North Korea,PRK,2011,,,76 -North Korea,PRK,2012,,,76 -North Korea,PRK,2013,,,76 -North Korea,PRK,2014,,,76 -North Korea,PRK,2015,Asia,,85 -North Korea,PRK,2016,,,98 -North Korea,PRK,2017,,,98 -North Korea,PRK,2018,,,99 -North Korea,PRK,2019,,,98 -Northern America,,2018,,11, -Northern Cyprus,OWID_CYN,2015,Asia,, -Northern Cyprus,OWID_CYN,2018,,4.080252763, -Northern Europe,,2018,,10, -Northern Mariana Islands,MNP,2015,Oceania,, -Norway,NOR,2000,,,90 -Norway,NOR,2001,,,90 -Norway,NOR,2002,,,90 -Norway,NOR,2003,,,89 -Norway,NOR,2004,,,90 -Norway,NOR,2005,,,91 -Norway,NOR,2006,,,91 -Norway,NOR,2007,,,93 -Norway,NOR,2008,,,95 -Norway,NOR,2009,,,96 -Norway,NOR,2010,,,97 -Norway,NOR,2011,,,94 -Norway,NOR,2012,,,91 -Norway,NOR,2013,,,91 -Norway,NOR,2014,,,92 -Norway,NOR,2015,Europe,,91 -Norway,NOR,2016,,,91 -Norway,NOR,2017,,,91 -Norway,NOR,2018,,5.672668284,93 -Norway,NOR,2019,,,95 -Oman,OMN,2000,,,99 -Oman,OMN,2001,,,99 -Oman,OMN,2002,,,98 -Oman,OMN,2003,,,98 -Oman,OMN,2004,,,98 -Oman,OMN,2005,,,97 -Oman,OMN,2006,,,97 -Oman,OMN,2007,,,95 -Oman,OMN,2008,,,98 -Oman,OMN,2009,,,99 -Oman,OMN,2010,,,99 -Oman,OMN,2011,,,99 -Oman,OMN,2012,,,99 -Oman,OMN,2013,,,99 -Oman,OMN,2014,,,99 -Oman,OMN,2015,Asia,,98 -Oman,OMN,2016,,,99 -Oman,OMN,2017,,,99 -Oman,OMN,2018,,,99 -Oman,OMN,2019,,,99 -Pakistan,PAK,2009,,,30 -Pakistan,PAK,2010,,,34 -Pakistan,PAK,2011,,,38 -Pakistan,PAK,2012,,,42 -Pakistan,PAK,2013,,,43 -Pakistan,PAK,2014,,,48 -Pakistan,PAK,2015,Asia,,54 -Pakistan,PAK,2016,,,67 -Pakistan,PAK,2017,,,67 -Pakistan,PAK,2018,,4.48254764,67 -Pakistan,PAK,2019,,,71 -Palau,PLW,2000,,,75 -Palau,PLW,2001,,,83 -Palau,PLW,2002,,,90 -Palau,PLW,2003,,,94 -Palau,PLW,2004,,,98 -Palau,PLW,2005,,,95 -Palau,PLW,2006,,,98 -Palau,PLW,2007,,,83 -Palau,PLW,2008,,,77 -Palau,PLW,2009,,,79 -Palau,PLW,2010,,,39 -Palau,PLW,2011,,,83 -Palau,PLW,2012,,,86 -Palau,PLW,2013,,,98 -Palau,PLW,2014,,,81 -Palau,PLW,2015,Oceania,,82 -Palau,PLW,2016,,,95 -Palau,PLW,2017,,,77 -Palau,PLW,2018,,,75 -Palau,PLW,2019,,,88 -Palestine,PSE,2015,Asia,, -Palestine,PSE,2018,,2.984742974, -Panama,PAN,2000,,,88 -Panama,PAN,2001,,,88 -Panama,PAN,2002,,,88 -Panama,PAN,2003,,,89 -Panama,PAN,2004,,,89 -Panama,PAN,2005,,,89 -Panama,PAN,2006,,,86 -Panama,PAN,2007,,,83 -Panama,PAN,2008,,,79 -Panama,PAN,2009,,,76 -Panama,PAN,2010,,,73 -Panama,PAN,2011,,,81 -Panama,PAN,2012,,,72 -Panama,PAN,2013,,,68 -Panama,PAN,2014,,,90 -Panama,PAN,2015,North America,,92 -Panama,PAN,2016,,,93 -Panama,PAN,2017,,,93 -Panama,PAN,2018,,5.074907607,99 -Panama,PAN,2019,,,97 -Papua New Guinea,PNG,2015,Oceania,, -Papua New Guinea,PNG,2019,,,20 -Paraguay,PRY,2005,,,31 -Paraguay,PRY,2006,,,61 -Paraguay,PRY,2007,,,74 -Paraguay,PRY,2008,,,84 -Paraguay,PRY,2009,,,77 -Paraguay,PRY,2010,,,77 -Paraguay,PRY,2011,,,78 -Paraguay,PRY,2012,,,75 -Paraguay,PRY,2013,,,76 -Paraguay,PRY,2014,,,76 -Paraguay,PRY,2015,South America,,72 -Paraguay,PRY,2016,,,87 -Paraguay,PRY,2017,,,82 -Paraguay,PRY,2018,,7.960701128,83 -Paraguay,PRY,2019,,,83 -Parma,OWID_PMA,2015,Europe,, -Peru,PER,2007,,,9 -Peru,PER,2008,,,17 -Peru,PER,2009,,,42 -Peru,PER,2010,,,56 -Peru,PER,2011,,,70 -Peru,PER,2012,,,63 -Peru,PER,2013,,,54 -Peru,PER,2014,,,44 -Peru,PER,2015,South America,,63 -Peru,PER,2016,,,66 -Peru,PER,2017,,,66 -Peru,PER,2018,,17.46744447,66 -Peru,PER,2019,,,66 -Philippines,PHL,2009,,,19 -Philippines,PHL,2010,,,10 -Philippines,PHL,2011,,,33 -Philippines,PHL,2012,,,35 -Philippines,PHL,2013,,,45 -Philippines,PHL,2014,,,47 -Philippines,PHL,2015,Asia,,51 -Philippines,PHL,2016,,,47 -Philippines,PHL,2017,,,46 -Philippines,PHL,2018,,13.90519241,40 -Philippines,PHL,2019,,,40 -Pitcairn,PCN,2015,Oceania,, -Poland,POL,2000,,,96 -Poland,POL,2001,,,96 -Poland,POL,2002,,,97 -Poland,POL,2003,,,97 -Poland,POL,2004,,,96 -Poland,POL,2005,,,90 -Poland,POL,2006,,,99 -Poland,POL,2007,,,98 -Poland,POL,2008,,,97 -Poland,POL,2009,,,95 -Poland,POL,2010,,,94 -Poland,POL,2011,,,95 -Poland,POL,2012,,,95 -Poland,POL,2013,,,93 -Poland,POL,2014,,,95 -Poland,POL,2015,Europe,,94 -Poland,POL,2016,,,93 -Poland,POL,2017,,,93 -Poland,POL,2018,,5.265834808,92 -Poland,POL,2019,,,92 -Portugal,PRT,2000,,,48 -Portugal,PRT,2001,,,56 -Portugal,PRT,2002,,,64 -Portugal,PRT,2003,,,72 -Portugal,PRT,2004,,,79 -Portugal,PRT,2005,,,87 -Portugal,PRT,2006,,,95 -Portugal,PRT,2007,,,95 -Portugal,PRT,2008,,,95 -Portugal,PRT,2009,,,95 -Portugal,PRT,2010,,,95 -Portugal,PRT,2011,,,96 -Portugal,PRT,2012,,,96 -Portugal,PRT,2013,,,96 -Portugal,PRT,2014,,,96 -Portugal,PRT,2015,Europe,,95 -Portugal,PRT,2016,,,95 -Portugal,PRT,2017,,,95 -Portugal,PRT,2018,,5.142860342,96 -Portugal,PRT,2019,,,96 -Puerto Rico,PRI,2015,North America,, -Qatar,QAT,2002,,,91 -Qatar,QAT,2003,,,91 -Qatar,QAT,2004,,,95 -Qatar,QAT,2005,,,98 -Qatar,QAT,2006,,,87 -Qatar,QAT,2007,,,91 -Qatar,QAT,2008,,,95 -Qatar,QAT,2009,,,99 -Qatar,QAT,2010,,,98 -Qatar,QAT,2011,,,99 -Qatar,QAT,2012,,,99 -Qatar,QAT,2013,,,99 -Qatar,QAT,2014,,,95 -Qatar,QAT,2015,Asia,,91 -Qatar,QAT,2016,,,92 -Qatar,QAT,2017,,,93 -Qatar,QAT,2018,,,95 -Qatar,QAT,2019,,,95 -Republic of Vietnam,OWID_RVN,2015,Asia,, -Reunion,REU,2015,Africa,, -Romania,ROU,2000,,,96 -Romania,ROU,2001,,,97 -Romania,ROU,2002,,,97 -Romania,ROU,2003,,,97 -Romania,ROU,2004,,,96 -Romania,ROU,2005,,,96 -Romania,ROU,2006,,,96 -Romania,ROU,2007,,,96 -Romania,ROU,2008,,,95 -Romania,ROU,2009,,,94 -Romania,ROU,2010,,,93 -Romania,ROU,2011,,,91 -Romania,ROU,2012,,,90 -Romania,ROU,2013,,,88 -Romania,ROU,2014,,,84 -Romania,ROU,2015,Europe,,80 -Romania,ROU,2016,,,76 -Romania,ROU,2017,,,75 -Romania,ROU,2018,,12.88616864,81 -Romania,ROU,2019,,,76 -Russia,RUS,2000,,,86 -Russia,RUS,2001,,,88 -Russia,RUS,2002,,,93 -Russia,RUS,2003,,,96 -Russia,RUS,2004,,,97 -Russia,RUS,2005,,,97 -Russia,RUS,2006,,,97 -Russia,RUS,2007,,,97 -Russia,RUS,2008,,,97 -Russia,RUS,2009,,,97 -Russia,RUS,2010,,,98 -Russia,RUS,2011,,,97 -Russia,RUS,2012,,,97 -Russia,RUS,2013,,,97 -Russia,RUS,2014,,,97 -Russia,RUS,2015,Europe,,97 -Russia,RUS,2016,,,97 -Russia,RUS,2017,,,97 -Russia,RUS,2018,,23.61144764,97 -Russia,RUS,2019,,,97 -Rwanda,RWA,2015,Africa,,87 -Rwanda,RWA,2016,,,90 -Rwanda,RWA,2017,,,95 -Rwanda,RWA,2018,,1.638061847,96 -Rwanda,RWA,2019,,,92 -Saint Barthélemy,BLM,2015,North America,, -Saint Helena,SHN,2015,Africa,, -Saint Kitts and Nevis,KNA,2000,,,99 -Saint Kitts and Nevis,KNA,2001,,,99 -Saint Kitts and Nevis,KNA,2002,,,99 -Saint Kitts and Nevis,KNA,2003,,,98 -Saint Kitts and Nevis,KNA,2004,,,98 -Saint Kitts and Nevis,KNA,2005,,,97 -Saint Kitts and Nevis,KNA,2006,,,96 -Saint Kitts and Nevis,KNA,2007,,,95 -Saint Kitts and Nevis,KNA,2008,,,94 -Saint Kitts and Nevis,KNA,2009,,,99 -Saint Kitts and Nevis,KNA,2010,,,99 -Saint Kitts and Nevis,KNA,2011,,,99 -Saint Kitts and Nevis,KNA,2012,,,90 -Saint Kitts and Nevis,KNA,2013,,,94 -Saint Kitts and Nevis,KNA,2014,,,90 -Saint Kitts and Nevis,KNA,2015,North America,,90 -Saint Kitts and Nevis,KNA,2016,,,96 -Saint Kitts and Nevis,KNA,2017,,,95 -Saint Kitts and Nevis,KNA,2018,,,96 -Saint Kitts and Nevis,KNA,2019,,,98 -Saint Lucia,LCA,2000,,,89 -Saint Lucia,LCA,2001,,,73 -Saint Lucia,LCA,2002,,,71 -Saint Lucia,LCA,2003,,,69 -Saint Lucia,LCA,2004,,,67 -Saint Lucia,LCA,2005,,,56 -Saint Lucia,LCA,2006,,,45 -Saint Lucia,LCA,2007,,,33 -Saint Lucia,LCA,2008,,,22 -Saint Lucia,LCA,2009,,,63 -Saint Lucia,LCA,2010,,,74 -Saint Lucia,LCA,2011,,,72 -Saint Lucia,LCA,2012,,,80 -Saint Lucia,LCA,2013,,,62 -Saint Lucia,LCA,2014,,,79 -Saint Lucia,LCA,2015,North America,,95 -Saint Lucia,LCA,2016,,,88 -Saint Lucia,LCA,2017,,,73 -Saint Lucia,LCA,2018,,,68 -Saint Lucia,LCA,2019,,,75 -Saint Martin (French part),MAF,2015,North America,, -Saint Pierre and Miquelon,SPM,2015,North America,, -Saint Vincent and the Grenadines,VCT,2001,,,99 -Saint Vincent and the Grenadines,VCT,2002,,,99 -Saint Vincent and the Grenadines,VCT,2003,,,86 -Saint Vincent and the Grenadines,VCT,2004,,,73 -Saint Vincent and the Grenadines,VCT,2005,,,93 -Saint Vincent and the Grenadines,VCT,2006,,,88 -Saint Vincent and the Grenadines,VCT,2007,,,83 -Saint Vincent and the Grenadines,VCT,2008,,,94 -Saint Vincent and the Grenadines,VCT,2009,,,94 -Saint Vincent and the Grenadines,VCT,2010,,,89 -Saint Vincent and the Grenadines,VCT,2011,,,91 -Saint Vincent and the Grenadines,VCT,2012,,,92 -Saint Vincent and the Grenadines,VCT,2013,,,96 -Saint Vincent and the Grenadines,VCT,2014,,,98 -Saint Vincent and the Grenadines,VCT,2015,North America,,99 -Saint Vincent and the Grenadines,VCT,2016,,,99 -Saint Vincent and the Grenadines,VCT,2017,,,99 -Saint Vincent and the Grenadines,VCT,2018,,,99 -Saint Vincent and the Grenadines,VCT,2019,,,99 -Samoa,WSM,2002,,,84 -Samoa,WSM,2003,,,65 -Samoa,WSM,2004,,,45 -Samoa,WSM,2005,,,26 -Samoa,WSM,2006,,,6 -Samoa,WSM,2007,,,36 -Samoa,WSM,2008,,,46 -Samoa,WSM,2009,,,14 -Samoa,WSM,2010,,,30 -Samoa,WSM,2011,,,50 -Samoa,WSM,2012,,,52 -Samoa,WSM,2013,,,72 -Samoa,WSM,2014,,,63 -Samoa,WSM,2015,Oceania,,48 -Samoa,WSM,2016,,,44 -Samoa,WSM,2017,,,42 -Samoa,WSM,2018,,,13 -Samoa,WSM,2019,,,44 -San Marino,SMR,2003,,,94 -San Marino,SMR,2004,,,94 -San Marino,SMR,2005,,,94 -San Marino,SMR,2006,,,94 -San Marino,SMR,2007,,,94 -San Marino,SMR,2008,,,92 -San Marino,SMR,2009,,,92 -San Marino,SMR,2010,,,90 -San Marino,SMR,2011,,,92 -San Marino,SMR,2012,,,89 -San Marino,SMR,2013,,,85 -San Marino,SMR,2014,,,86 -San Marino,SMR,2015,Europe,,86 -San Marino,SMR,2016,,,81 -San Marino,SMR,2017,,,78 -San Marino,SMR,2018,,,84 -San Marino,SMR,2019,,,79 -Sao Tome and Principe,STP,2014,,,71 -Sao Tome and Principe,STP,2015,Africa,,76 -Sao Tome and Principe,STP,2016,,,76 -Sao Tome and Principe,STP,2017,,,76 -Sao Tome and Principe,STP,2018,,,76 -Sao Tome and Principe,STP,2019,,,81 -Saudi Arabia,SAU,2001,,,96 -Saudi Arabia,SAU,2002,,,96 -Saudi Arabia,SAU,2003,,,97 -Saudi Arabia,SAU,2004,,,97 -Saudi Arabia,SAU,2005,,,97 -Saudi Arabia,SAU,2006,,,97 -Saudi Arabia,SAU,2007,,,98 -Saudi Arabia,SAU,2008,,,98 -Saudi Arabia,SAU,2009,,,98 -Saudi Arabia,SAU,2010,,,98 -Saudi Arabia,SAU,2011,,,97 -Saudi Arabia,SAU,2012,,,98 -Saudi Arabia,SAU,2013,,,99 -Saudi Arabia,SAU,2014,,,98 -Saudi Arabia,SAU,2015,Asia,,96 -Saudi Arabia,SAU,2016,,,96 -Saudi Arabia,SAU,2017,,,96 -Saudi Arabia,SAU,2018,,2.732971172,97 -Saudi Arabia,SAU,2019,,,96 -Saxony,OWID_SAX,2015,Europe,, -Senegal,SEN,2014,,,13 -Senegal,SEN,2015,Africa,,54 -Senegal,SEN,2016,,,75 -Senegal,SEN,2017,,,70 -Senegal,SEN,2018,,14.74161457,63 -Senegal,SEN,2019,,,78 -Serbia,SRB,2000,,,78 -Serbia,SRB,2001,,,74 -Serbia,SRB,2002,,,75 -Serbia,SRB,2003,,,96 -Serbia,SRB,2004,,,96 -Serbia,SRB,2005,,,98 -Serbia,SRB,2006,,,90 -Serbia,SRB,2007,,,96 -Serbia,SRB,2008,,,97 -Serbia,SRB,2009,,,87 -Serbia,SRB,2010,,,91 -Serbia,SRB,2011,,,90 -Serbia,SRB,2012,,,90 -Serbia,SRB,2013,,,82 -Serbia,SRB,2014,,,91 -Serbia,SRB,2015,Europe,,86 -Serbia,SRB,2016,,,90 -Serbia,SRB,2017,,,91 -Serbia,SRB,2018,,9.233046412,90 -Serbia,SRB,2019,,,91 -Serbia and Montenegro,OWID_SRM,2015,Europe,, -Serbia excluding Kosovo,OWID_SEK,2015,Europe,, -Seychelles,SYC,2001,,,98 -Seychelles,SYC,2002,,,99 -Seychelles,SYC,2003,,,99 -Seychelles,SYC,2004,,,99 -Seychelles,SYC,2005,,,99 -Seychelles,SYC,2006,,,99 -Seychelles,SYC,2007,,,99 -Seychelles,SYC,2008,,,98 -Seychelles,SYC,2009,,,99 -Seychelles,SYC,2010,,,98 -Seychelles,SYC,2011,,,99 -Seychelles,SYC,2012,,,99 -Seychelles,SYC,2013,,,97 -Seychelles,SYC,2014,,,98 -Seychelles,SYC,2015,Africa,,98 -Seychelles,SYC,2016,,,99 -Seychelles,SYC,2017,,,99 -Seychelles,SYC,2018,,,97 -Seychelles,SYC,2019,,,99 -Sierra Leone,SLE,2015,Africa,,60 -Sierra Leone,SLE,2016,,,50 -Sierra Leone,SLE,2017,,,55 -Sierra Leone,SLE,2018,,3.92525476,64 -Sierra Leone,SLE,2019,,,72 -Singapore,SGP,2000,,,98 -Singapore,SGP,2001,,,96 -Singapore,SGP,2002,,,96 -Singapore,SGP,2003,,,96 -Singapore,SGP,2004,,,96 -Singapore,SGP,2005,,,95 -Singapore,SGP,2006,,,96 -Singapore,SGP,2007,,,96 -Singapore,SGP,2008,,,96 -Singapore,SGP,2009,,,95 -Singapore,SGP,2010,,,96 -Singapore,SGP,2011,,,96 -Singapore,SGP,2012,,,95 -Singapore,SGP,2013,,,90 -Singapore,SGP,2014,,,90 -Singapore,SGP,2015,Asia,,90 -Singapore,SGP,2016,,,88 -Singapore,SGP,2017,,,90 -Singapore,SGP,2018,,3.045648006,84 -Singapore,SGP,2019,,,84 -Sint Maarten (Dutch part),SXM,2015,North America,, -Slovakia,SVK,2000,,,99 -Slovakia,SVK,2001,,,99 -Slovakia,SVK,2002,,,99 -Slovakia,SVK,2003,,,99 -Slovakia,SVK,2004,,,98 -Slovakia,SVK,2005,,,98 -Slovakia,SVK,2006,,,99 -Slovakia,SVK,2007,,,98 -Slovakia,SVK,2008,,,99 -Slovakia,SVK,2009,,,99 -Slovakia,SVK,2010,,,99 -Slovakia,SVK,2011,,,99 -Slovakia,SVK,2012,,,99 -Slovakia,SVK,2013,,,99 -Slovakia,SVK,2014,,,98 -Slovakia,SVK,2015,Europe,,98 -Slovakia,SVK,2016,,,97 -Slovakia,SVK,2017,,,97 -Slovakia,SVK,2018,,6.388160352,97 -Slovakia,SVK,2019,,,98 -Slovenia,SVN,2000,,,98 -Slovenia,SVN,2001,,,98 -Slovenia,SVN,2002,,,98 -Slovenia,SVN,2003,,,98 -Slovenia,SVN,2004,,,99 -Slovenia,SVN,2005,,,99 -Slovenia,SVN,2006,,,99 -Slovenia,SVN,2007,,,98 -Slovenia,SVN,2008,,,98 -Slovenia,SVN,2009,,,98 -Slovenia,SVN,2010,,,96 -Slovenia,SVN,2011,,,96 -Slovenia,SVN,2012,,,96 -Slovenia,SVN,2013,,,95 -Slovenia,SVN,2014,,,94 -Slovenia,SVN,2015,Europe,,96 -Slovenia,SVN,2016,,,93 -Slovenia,SVN,2017,,,94 -Slovenia,SVN,2018,,12.28595453,94 -Slovenia,SVN,2019,,,94 -Solomon Islands,SLB,2015,Oceania,, -Solomon Islands,SLB,2018,,,54 -Solomon Islands,SLB,2019,,,54 -Somalia,SOM,2015,Africa,, -Somaliland,OWID_SML,2015,Africa,, -South Africa,ZAF,2000,,,62 -South Africa,ZAF,2001,,,54 -South Africa,ZAF,2002,,,46 -South Africa,ZAF,2003,,,52 -South Africa,ZAF,2004,,,51 -South Africa,ZAF,2005,,,48 -South Africa,ZAF,2006,,,53 -South Africa,ZAF,2007,,,49 -South Africa,ZAF,2008,,,54 -South Africa,ZAF,2009,,,63 -South Africa,ZAF,2010,,,55 -South Africa,ZAF,2011,,,54 -South Africa,ZAF,2012,,,53 -South Africa,ZAF,2013,,,50 -South Africa,ZAF,2014,,,55 -South Africa,ZAF,2015,Africa,,59 -South Africa,ZAF,2016,,,63 -South Africa,ZAF,2017,,,53 -South Africa,ZAF,2018,,8.989362561,50 -South Africa,ZAF,2019,,,54 -South America,,2018,,9, -South Asia,,2018,,2, -South Georgia and the South Sandwich Islands,SGS,2015,South America,, -South Korea,KOR,2000,,,39 -South Korea,KOR,2001,,,67 -South Korea,KOR,2002,,,95 -South Korea,KOR,2003,,,95 -South Korea,KOR,2004,,,99 -South Korea,KOR,2005,,,99 -South Korea,KOR,2006,,,99 -South Korea,KOR,2007,,,99 -South Korea,KOR,2008,,,99 -South Korea,KOR,2009,,,99 -South Korea,KOR,2010,,,98 -South Korea,KOR,2011,,,98 -South Korea,KOR,2012,,,97 -South Korea,KOR,2013,,,95 -South Korea,KOR,2014,,,96 -South Korea,KOR,2015,Asia,,97 -South Korea,KOR,2016,,,97 -South Korea,KOR,2017,,,97 -South Korea,KOR,2018,,7.88782279,97 -South Korea,KOR,2019,,,96 -South Ossetia,OWID_SOS,2015,Asia,, -South Sudan,SSD,2015,Africa,, -South-East Asia,,2000,,,3 -South-East Asia,,2001,,,3 -South-East Asia,,2002,,,3 -South-East Asia,,2003,,,6 -South-East Asia,,2004,,,7 -South-East Asia,,2005,,,6 -South-East Asia,,2006,,,9 -South-East Asia,,2007,,,12 -South-East Asia,,2008,,,14 -South-East Asia,,2009,,,14 -South-East Asia,,2010,,,15 -South-East Asia,,2011,,,35 -South-East Asia,,2012,,,43 -South-East Asia,,2013,,,59 -South-East Asia,,2014,,,59 -South-East Asia,,2015,,,66 -South-East Asia,,2016,,,75 -South-East Asia,,2017,,,79 -South-East Asia,,2018,,,81 -South-East Asia,,2019,,,83 -Southeast Asia,,2018,,7, -Southern Africa,,2018,,9, -Southern Europe,,2018,,10, -Spain,ESP,2004,,,91 -Spain,ESP,2005,,,92 -Spain,ESP,2006,,,94 -Spain,ESP,2007,,,95 -Spain,ESP,2008,,,94 -Spain,ESP,2009,,,90 -Spain,ESP,2010,,,92 -Spain,ESP,2011,,,91 -Spain,ESP,2012,,,90 -Spain,ESP,2013,,,91 -Spain,ESP,2014,,,93 -Spain,ESP,2015,Europe,,94 -Spain,ESP,2016,,,95 -Spain,ESP,2017,,,93 -Spain,ESP,2018,,7.039002198,94 -Spain,ESP,2019,,,94 -Sri Lanka,LKA,2001,,,52 -Sri Lanka,LKA,2002,,,92 -Sri Lanka,LKA,2003,,,90 -Sri Lanka,LKA,2004,,,95 -Sri Lanka,LKA,2005,,,99 -Sri Lanka,LKA,2006,,,98 -Sri Lanka,LKA,2007,,,97 -Sri Lanka,LKA,2008,,,97 -Sri Lanka,LKA,2009,,,97 -Sri Lanka,LKA,2010,,,99 -Sri Lanka,LKA,2011,,,99 -Sri Lanka,LKA,2012,,,99 -Sri Lanka,LKA,2013,,,99 -Sri Lanka,LKA,2014,,,99 -Sri Lanka,LKA,2015,Asia,,99 -Sri Lanka,LKA,2016,,,99 -Sri Lanka,LKA,2017,,,99 -Sri Lanka,LKA,2018,,7.046222648,99 -Sri Lanka,LKA,2019,,,99 -Sudan,SDN,2012,,,24 -Sudan,SDN,2013,,,57 -Sudan,SDN,2014,,,61 -Sudan,SDN,2015,Africa,,69 -Sudan,SDN,2016,,,69 -Sudan,SDN,2017,,,72 -Sudan,SDN,2018,,,72 -Sudan,SDN,2019,,,74 -Suriname,SUR,2013,,,33 -Suriname,SUR,2014,,,33 -Suriname,SUR,2015,South America,,43 -Suriname,SUR,2016,,,58 -Suriname,SUR,2017,,,56 -Suriname,SUR,2018,,,54 -Suriname,SUR,2019,,,58 -Svalbard and Jan Mayen,SJM,2015,Europe,, -Swaziland,SWZ,2002,,,99 -Swaziland,SWZ,2003,,,99 -Swaziland,SWZ,2004,,,99 -Swaziland,SWZ,2005,,,99 -Swaziland,SWZ,2006,,,99 -Swaziland,SWZ,2007,,,99 -Swaziland,SWZ,2008,,,99 -Swaziland,SWZ,2009,,,99 -Swaziland,SWZ,2010,,,99 -Swaziland,SWZ,2011,,,92 -Swaziland,SWZ,2012,,,52 -Swaziland,SWZ,2013,,,89 -Swaziland,SWZ,2014,,,89 -Swaziland,SWZ,2015,Africa,,83 -Swaziland,SWZ,2016,,,76 -Swaziland,SWZ,2017,,,70 -Swaziland,SWZ,2018,,10.09214205,75 -Swaziland,SWZ,2019,,,75 -Sweden,SWE,2000,,,94 -Sweden,SWE,2001,,,94 -Sweden,SWE,2002,,,94 -Sweden,SWE,2003,,,95 -Sweden,SWE,2004,,,95 -Sweden,SWE,2005,,,95 -Sweden,SWE,2006,,,95 -Sweden,SWE,2007,,,95 -Sweden,SWE,2008,,,94 -Sweden,SWE,2009,,,95 -Sweden,SWE,2010,,,94 -Sweden,SWE,2011,,,95 -Sweden,SWE,2012,,,95 -Sweden,SWE,2013,,,95 -Sweden,SWE,2014,,,95 -Sweden,SWE,2015,Europe,,95 -Sweden,SWE,2016,,,95 -Sweden,SWE,2017,,,95 -Sweden,SWE,2018,,12.27445226,95 -Sweden,SWE,2019,,,95 -Switzerland,CHE,2005,,,71 -Switzerland,CHE,2006,,,71 -Switzerland,CHE,2007,,,71 -Switzerland,CHE,2008,,,83 -Switzerland,CHE,2009,,,83 -Switzerland,CHE,2010,,,83 -Switzerland,CHE,2011,,,86 -Switzerland,CHE,2012,,,86 -Switzerland,CHE,2013,,,86 -Switzerland,CHE,2014,,,87 -Switzerland,CHE,2015,Europe,,87 -Switzerland,CHE,2016,,,87 -Switzerland,CHE,2017,,,90 -Switzerland,CHE,2018,,21.54384886,90 -Switzerland,CHE,2019,,,90 -Syria,SYR,2000,,,80 -Syria,SYR,2001,,,83 -Syria,SYR,2002,,,84 -Syria,SYR,2003,,,83 -Syria,SYR,2004,,,82 -Syria,SYR,2005,,,81 -Syria,SYR,2006,,,81 -Syria,SYR,2007,,,81 -Syria,SYR,2008,,,81 -Syria,SYR,2009,,,82 -Syria,SYR,2010,,,82 -Syria,SYR,2011,,,71 -Syria,SYR,2012,,,53 -Syria,SYR,2013,,,51 -Syria,SYR,2014,,,49 -Syria,SYR,2015,Asia,,47 -Syria,SYR,2016,,,52 -Syria,SYR,2017,,,59 -Syria,SYR,2018,,,54 -Syria,SYR,2019,,,54 -Taiwan,TWN,2015,Asia,, -Taiwan,TWN,2018,,17.03331984, -Tajikistan,TJK,2000,,,59 -Tajikistan,TJK,2001,,,72 -Tajikistan,TJK,2002,,,93 -Tajikistan,TJK,2003,,,94 -Tajikistan,TJK,2004,,,98 -Tajikistan,TJK,2005,,,92 -Tajikistan,TJK,2006,,,96 -Tajikistan,TJK,2007,,,90 -Tajikistan,TJK,2008,,,87 -Tajikistan,TJK,2009,,,93 -Tajikistan,TJK,2010,,,95 -Tajikistan,TJK,2011,,,96 -Tajikistan,TJK,2012,,,97 -Tajikistan,TJK,2013,,,92 -Tajikistan,TJK,2014,,,98 -Tajikistan,TJK,2015,Asia,,94 -Tajikistan,TJK,2016,,,97 -Tajikistan,TJK,2017,,,98 -Tajikistan,TJK,2018,,0.892688266,97 -Tajikistan,TJK,2019,,,97 -Tanzania,TZA,2014,,,29 -Tanzania,TZA,2015,Africa,,53 -Tanzania,TZA,2016,,,63 -Tanzania,TZA,2017,,,67 -Tanzania,TZA,2018,,2.29331399,68 -Tanzania,TZA,2019,,,72 -Thailand,THA,2000,,,99 -Thailand,THA,2001,,,86 -Thailand,THA,2002,,,89 -Thailand,THA,2003,,,92 -Thailand,THA,2004,,,95 -Thailand,THA,2005,,,95 -Thailand,THA,2006,,,94 -Thailand,THA,2007,,,94 -Thailand,THA,2008,,,91 -Thailand,THA,2009,,,91 -Thailand,THA,2010,,,91 -Thailand,THA,2011,,,91 -Thailand,THA,2012,,,91 -Thailand,THA,2013,,,94 -Thailand,THA,2014,,,94 -Thailand,THA,2015,Asia,,95 -Thailand,THA,2016,,,95 -Thailand,THA,2017,,,95 -Thailand,THA,2018,,3.004244503,87 -Thailand,THA,2019,,,87 -Timor,TLS,2015,Asia,, -Timor,TLS,2016,,,30 -Timor,TLS,2017,,,57 -Timor,TLS,2018,,,54 -Timor,TLS,2019,,,80 -Togo,TGO,2015,Africa,, -Togo,TGO,2018,,25.01030975, -Togo,TGO,2019,,,67 -Tokelau,TKL,2015,Oceania,, -Tonga,TON,2003,,,96 -Tonga,TON,2004,,,99 -Tonga,TON,2005,,,98 -Tonga,TON,2006,,,99 -Tonga,TON,2007,,,99 -Tonga,TON,2008,,,98 -Tonga,TON,2009,,,98 -Tonga,TON,2010,,,98 -Tonga,TON,2011,,,99 -Tonga,TON,2012,,,95 -Tonga,TON,2013,,,99 -Tonga,TON,2014,,,92 -Tonga,TON,2015,Oceania,,99 -Tonga,TON,2016,,,99 -Tonga,TON,2017,,,99 -Tonga,TON,2018,,,99 -Tonga,TON,2019,,,99 -Transnistria,OWID_TRS,2015,Europe,, -Trinidad and Tobago,TTO,2001,,,80 -Trinidad and Tobago,TTO,2002,,,77 -Trinidad and Tobago,TTO,2003,,,73 -Trinidad and Tobago,TTO,2004,,,78 -Trinidad and Tobago,TTO,2005,,,84 -Trinidad and Tobago,TTO,2006,,,78 -Trinidad and Tobago,TTO,2007,,,87 -Trinidad and Tobago,TTO,2008,,,81 -Trinidad and Tobago,TTO,2009,,,80 -Trinidad and Tobago,TTO,2010,,,82 -Trinidad and Tobago,TTO,2011,,,83 -Trinidad and Tobago,TTO,2012,,,85 -Trinidad and Tobago,TTO,2013,,,86 -Trinidad and Tobago,TTO,2014,,,93 -Trinidad and Tobago,TTO,2015,North America,,79 -Trinidad and Tobago,TTO,2016,,,65 -Trinidad and Tobago,TTO,2017,,,90 -Trinidad and Tobago,TTO,2018,,,92 -Trinidad and Tobago,TTO,2019,,,92 -Tunisia,TUN,2000,,,98 -Tunisia,TUN,2001,,,99 -Tunisia,TUN,2002,,,98 -Tunisia,TUN,2003,,,99 -Tunisia,TUN,2004,,,99 -Tunisia,TUN,2005,,,99 -Tunisia,TUN,2006,,,98 -Tunisia,TUN,2007,,,98 -Tunisia,TUN,2008,,,99 -Tunisia,TUN,2009,,,97 -Tunisia,TUN,2010,,,98 -Tunisia,TUN,2011,,,97 -Tunisia,TUN,2012,,,96 -Tunisia,TUN,2013,,,98 -Tunisia,TUN,2014,,,91 -Tunisia,TUN,2015,Africa,,94 -Tunisia,TUN,2016,,,91 -Tunisia,TUN,2017,,,91 -Tunisia,TUN,2018,,5.060910814,92 -Tunisia,TUN,2019,,,93 -Turkey,TUR,2001,,,91 -Turkey,TUR,2002,,,83 -Turkey,TUR,2003,,,97 -Turkey,TUR,2004,,,97 -Turkey,TUR,2005,,,98 -Turkey,TUR,2006,,,84 -Turkey,TUR,2007,,,94 -Turkey,TUR,2008,,,92 -Turkey,TUR,2009,,,88 -Turkey,TUR,2010,,,91 -Turkey,TUR,2011,,,86 -Turkey,TUR,2012,,,85 -Turkey,TUR,2013,,,98 -Turkey,TUR,2014,,,88 -Turkey,TUR,2015,Asia,,86 -Turkey,TUR,2016,,,85 -Turkey,TUR,2017,,,86 -Turkey,TUR,2018,,5.890945262,87 -Turkey,TUR,2019,,,88 -Turkmenistan,TKM,2000,,,92 -Turkmenistan,TKM,2001,,,94 -Turkmenistan,TKM,2002,,,87 -Turkmenistan,TKM,2003,,,89 -Turkmenistan,TKM,2004,,,90 -Turkmenistan,TKM,2005,,,98 -Turkmenistan,TKM,2006,,,99 -Turkmenistan,TKM,2007,,,98 -Turkmenistan,TKM,2008,,,99 -Turkmenistan,TKM,2009,,,99 -Turkmenistan,TKM,2010,,,99 -Turkmenistan,TKM,2011,,,99 -Turkmenistan,TKM,2012,,,99 -Turkmenistan,TKM,2013,,,99 -Turkmenistan,TKM,2014,,,99 -Turkmenistan,TKM,2015,Asia,,99 -Turkmenistan,TKM,2016,,,99 -Turkmenistan,TKM,2017,,,99 -Turkmenistan,TKM,2018,,4.851585638,99 -Turkmenistan,TKM,2019,,,99 -Turks and Caicos Islands,TCA,2015,North America,, -Tuscany,OWID_TUS,2015,Europe,, -Tuvalu,TUV,2001,,,99 -Tuvalu,TUV,2002,,,97 -Tuvalu,TUV,2003,,,93 -Tuvalu,TUV,2004,,,90 -Tuvalu,TUV,2005,,,86 -Tuvalu,TUV,2006,,,83 -Tuvalu,TUV,2007,,,74 -Tuvalu,TUV,2008,,,82 -Tuvalu,TUV,2009,,,84 -Tuvalu,TUV,2010,,,87 -Tuvalu,TUV,2011,,,90 -Tuvalu,TUV,2012,,,93 -Tuvalu,TUV,2013,,,84 -Tuvalu,TUV,2014,,,91 -Tuvalu,TUV,2015,Oceania,,86 -Tuvalu,TUV,2016,,,92 -Tuvalu,TUV,2017,,,94 -Tuvalu,TUV,2018,,,81 -Tuvalu,TUV,2019,,,92 -Two Sicilies,OWID_SIC,2015,Europe,, -USSR,OWID_USS,2015,Europe,, -Uganda,UGA,2015,Africa,, -Uganda,UGA,2018,,8.528302665, -Ukraine,UKR,2000,,,99 -Ukraine,UKR,2001,,,98 -Ukraine,UKR,2002,,,98 -Ukraine,UKR,2003,,,99 -Ukraine,UKR,2004,,,97 -Ukraine,UKR,2005,,,96 -Ukraine,UKR,2006,,,98 -Ukraine,UKR,2007,,,96 -Ukraine,UKR,2008,,,95 -Ukraine,UKR,2009,,,68 -Ukraine,UKR,2010,,,41 -Ukraine,UKR,2011,,,56 -Ukraine,UKR,2012,,,54 -Ukraine,UKR,2013,,,54 -Ukraine,UKR,2014,,,57 -Ukraine,UKR,2015,Europe,,57 -Ukraine,UKR,2016,,,31 -Ukraine,UKR,2017,,,84 -Ukraine,UKR,2018,,15.26527319,90 -Ukraine,UKR,2019,,,92 -United Arab Emirates,ARE,2000,,,92 -United Arab Emirates,ARE,2001,,,92 -United Arab Emirates,ARE,2002,,,92 -United Arab Emirates,ARE,2003,,,92 -United Arab Emirates,ARE,2004,,,92 -United Arab Emirates,ARE,2005,,,94 -United Arab Emirates,ARE,2006,,,93 -United Arab Emirates,ARE,2007,,,93 -United Arab Emirates,ARE,2008,,,92 -United Arab Emirates,ARE,2009,,,93 -United Arab Emirates,ARE,2010,,,94 -United Arab Emirates,ARE,2011,,,95 -United Arab Emirates,ARE,2012,,,96 -United Arab Emirates,ARE,2013,,,98 -United Arab Emirates,ARE,2014,,,99 -United Arab Emirates,ARE,2015,Asia,,99 -United Arab Emirates,ARE,2016,,,99 -United Arab Emirates,ARE,2017,,,99 -United Arab Emirates,ARE,2018,,4.379337596,99 -United Arab Emirates,ARE,2019,,,99 -United Kingdom,GBR,2000,,,76 -United Kingdom,GBR,2001,,,74 -United Kingdom,GBR,2002,,,74 -United Kingdom,GBR,2003,,,77 -United Kingdom,GBR,2004,,,76 -United Kingdom,GBR,2005,,,75 -United Kingdom,GBR,2006,,,75 -United Kingdom,GBR,2007,,,74 -United Kingdom,GBR,2008,,,75 -United Kingdom,GBR,2009,,,79 -United Kingdom,GBR,2010,,,84 -United Kingdom,GBR,2011,,,85 -United Kingdom,GBR,2012,,,87 -United Kingdom,GBR,2013,,,88 -United Kingdom,GBR,2014,,,89 -United Kingdom,GBR,2015,Europe,,89 -United Kingdom,GBR,2016,,,89 -United Kingdom,GBR,2017,,,88 -United Kingdom,GBR,2018,,8.731762141,88 -United Kingdom,GBR,2019,,,87 -United Korea,OWID_KRU,2015,Asia,, -United States,USA,2000,,,85 -United States,USA,2001,,,86 -United States,USA,2002,,,86 -United States,USA,2003,,,86 -United States,USA,2004,,,86 -United States,USA,2005,,,86 -United States,USA,2006,,,86 -United States,USA,2007,,,86 -United States,USA,2008,,,87 -United States,USA,2009,,,88 -United States,USA,2010,,,89 -United States,USA,2011,,,90 -United States,USA,2012,,,91 -United States,USA,2013,,,91 -United States,USA,2014,,,92 -United States,USA,2015,North America,,93 -United States,USA,2016,,,94 -United States,USA,2017,,,94 -United States,USA,2018,,11.08898779,94 -United States,USA,2019,,,95 -United States Minor Outlying Islands,UMI,2015,Oceania,, -United States Virgin Islands,VIR,2015,North America,, -Uruguay,URY,2013,,,92 -Uruguay,URY,2014,,,93 -Uruguay,URY,2015,South America,,93 -Uruguay,URY,2016,,,92 -Uruguay,URY,2017,,,92 -Uruguay,URY,2018,,10.75892578,91 -Uruguay,URY,2019,,,99 -Uzbekistan,UZB,2000,,,98 -Uzbekistan,UZB,2001,,,98 -Uzbekistan,UZB,2002,,,97 -Uzbekistan,UZB,2003,,,98 -Uzbekistan,UZB,2004,,,99 -Uzbekistan,UZB,2005,,,81 -Uzbekistan,UZB,2006,,,63 -Uzbekistan,UZB,2007,,,44 -Uzbekistan,UZB,2008,,,26 -Uzbekistan,UZB,2009,,,8 -Uzbekistan,UZB,2010,,,54 -Uzbekistan,UZB,2011,,,99 -Uzbekistan,UZB,2012,,,99 -Uzbekistan,UZB,2013,,,99 -Uzbekistan,UZB,2014,,,99 -Uzbekistan,UZB,2015,Asia,,99 -Uzbekistan,UZB,2016,,,99 -Uzbekistan,UZB,2017,,,99 -Uzbekistan,UZB,2018,,3.322893256,99 -Uzbekistan,UZB,2019,,,99 -Vanuatu,VUT,2015,Oceania,, -Vatican,VAT,2015,Europe,, -Venezuela,VEN,2009,,,6 -Venezuela,VEN,2010,,,31 -Venezuela,VEN,2011,,,26 -Venezuela,VEN,2012,,,33 -Venezuela,VEN,2013,,,38 -Venezuela,VEN,2014,,,50 -Venezuela,VEN,2015,South America,,52 -Venezuela,VEN,2016,,,53 -Venezuela,VEN,2017,,,59 -Venezuela,VEN,2018,,4.056766995,39 -Venezuela,VEN,2019,,,13 -Vietnam,VNM,2007,,,18 -Vietnam,VNM,2008,,,97 -Vietnam,VNM,2009,,,96 -Vietnam,VNM,2010,,,98 -Vietnam,VNM,2011,,,93 -Vietnam,VNM,2012,,,83 -Vietnam,VNM,2013,,,86 -Vietnam,VNM,2014,,,94 -Vietnam,VNM,2015,Asia,,92 -Vietnam,VNM,2016,,,95 -Vietnam,VNM,2017,,,93 -Vietnam,VNM,2018,,8.115222817,90 -Vietnam,VNM,2019,,,92 -Wallis and Futuna,WLF,2015,Oceania,, -West Germany,OWID_GFR,2015,Europe,, -Western Africa,,2018,,8, -Western Europe,,2018,,22, -Western Pacific,,2000,,,2 -Western Pacific,,2001,,,2 -Western Pacific,,2002,,,3 -Western Pacific,,2003,,,3 -Western Pacific,,2004,,,4 -Western Pacific,,2005,,,65 -Western Pacific,,2006,,,72 -Western Pacific,,2007,,,72 -Western Pacific,,2008,,,82 -Western Pacific,,2009,,,87 -Western Pacific,,2010,,,87 -Western Pacific,,2011,,,89 -Western Pacific,,2012,,,89 -Western Pacific,,2013,,,90 -Western Pacific,,2014,,,91 -Western Pacific,,2015,,,91 -Western Pacific,,2016,,,91 -Western Pacific,,2017,,,91 -Western Pacific,,2018,,,91 -Western Pacific,,2019,,,91 -Western Sahara,ESH,2015,Africa,, -World,OWID_WRL,2000,,,18 -World,OWID_WRL,2001,,,20 -World,OWID_WRL,2002,,,20 -World,OWID_WRL,2003,,,21 -World,OWID_WRL,2004,,,22 -World,OWID_WRL,2005,,,33 -World,OWID_WRL,2006,,,35 -World,OWID_WRL,2007,,,36 -World,OWID_WRL,2008,,,38 -World,OWID_WRL,2009,,,41 -World,OWID_WRL,2010,,,42 -World,OWID_WRL,2011,,,48 -World,OWID_WRL,2012,,,51 -World,OWID_WRL,2013,,,56 -World,OWID_WRL,2014,,,59 -World,OWID_WRL,2015,,,63 -World,OWID_WRL,2016,,,67 -World,OWID_WRL,2017,,,68 -World,OWID_WRL,2018,,7,69 -World,OWID_WRL,2019,,,71 -Wuerttemburg,OWID_WRT,2015,Europe,, -Yemen,YEM,2005,,,21 -Yemen,YEM,2006,,,26 -Yemen,YEM,2007,,,32 -Yemen,YEM,2008,,,35 -Yemen,YEM,2009,,,38 -Yemen,YEM,2010,,,43 -Yemen,YEM,2011,,,46 -Yemen,YEM,2012,,,40 -Yemen,YEM,2013,,,47 -Yemen,YEM,2014,,,45 -Yemen,YEM,2015,Asia,,41 -Yemen,YEM,2016,,,49 -Yemen,YEM,2017,,,46 -Yemen,YEM,2018,,3.062775585,46 -Yemen,YEM,2019,,,46 -Yemen Arab Republic,OWID_YAR,2015,Asia,, -Yemen People's Republic,OWID_YPR,2015,Asia,, -Yugoslavia,OWID_YGS,2015,Europe,, -Zambia,ZMB,2014,,,33 -Zambia,ZMB,2015,Africa,,47 -Zambia,ZMB,2016,,,58 -Zambia,ZMB,2017,,,64 -Zambia,ZMB,2018,,10.27586541,65 -Zambia,ZMB,2019,,,66 -Zanzibar,OWID_ZAN,2015,Africa,, -Zimbabwe,ZWE,2015,Africa,, -Zimbabwe,ZWE,2016,,,63 -Zimbabwe,ZWE,2017,,,78 -Zimbabwe,ZWE,2018,,3.765832379,78 -Zimbabwe,ZWE,2019,,,75 -Ã…land Islands,ALA,2015,Europe,, \ No newline at end of file diff --git a/vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccine_coverage.pdf b/vaccination_viruses/Deliverable 1/data/data_for_introduction/vaccine_coverage.pdf deleted file mode 100644 index 0ac4be25e5ce56a49a3e7b2a348c2a01eb04a3c6..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 88970 zcmagF1DGXCw?gesljbbN7=^W~|U! zvEqFrA|qpyD~gKKG10TblkeLL1X zKY$Jn#{beGYG&eKYNlx9Z07>dDB@u2W@qn0#KxfLY-Va@;_Bc`#Kg?c&meAP>uToA zAZ}~qYW8;#1}RY;UPe(-F-}%?Rz`MaHWpSUCQ)WC7Dh&4Hg_rDs-#h~oq;0o}tGlksUmY<%Y4bsUeb~p|PPMHwX!Kd#@>1q-h!?MRSnk0f%HE{Es)p6h2TA zt$RT-AE3xRd(dyzguUh;K;H1<{W55ou#LryNHAPx`nADsf|5Kh+r z>JSkkCMJ%5^*0d{3l{(eOpE|9{NooU76ug}7S8{pp@xP?=7xspJ%C@SZciW#R?v^I zpaNhmS*&PmtOe{RYz)T@@BFo z0iY#k=4xbWhjibfV@vPQ;cwk`k^u>J3- zKN82^9S$gG;;QOwX7(2jm{|Ub{j2vy0M*z!So|0G0aO8`{$q-WgT1Sny{n53JKJAn z01*1)cV)oyFFk-K`#>iiMenV5+)d|Aj}L1|4klMRTcm-{$`1)Dk~uTSM`8A zY=H1z6#~NSfbd`L0H{@Tb}&&fbJbx0j7kiuW}dD93IW*m#}Fb$29>`Y|96920J5r) zu?vIB-@NQmt&HmUmhhjfmZXL`_CjsQr3rF)RfYdef$sPO=o? z*L3MStw*N|f)y$g(-kf=5d!#fk2u0@cOjT9wvJZ=k^oB)`ZNil+n z4k;Ib*o)V7q2gHu)a3Z$QcOw~fr;?!%4CG0 zBli1#!}(Z>JdoIzvh;VLv~~y8I7}%JEIl5|kp32r!^1D4Ev26?G;Hkf-!+o4IU)%Q1TTy4+%(^RnftAB zX3=Mt4HbVlby(d6Jbi@kdnXtr>mc63G}C`mvzO|nt8%0%-Bzcxo}%leSz}M^LDaBv zJ89Th%Q1_NQ^$+<2tM%#`eNivQ40PQkbJ3z%gb ztNz<={-Wc@(nHw6jSDs1Z|4E&V5G0lFvM%VQ z%;xWBCpTd%=Jc>&mfTc|%o!%7x@n&6XxWx_X<(G^+FT%$X&~^S7<<4QOE-(0UBK2t zI}q%^3>9NMh7R^rXt07rE5jXCgBPrPuzv515EE+0uI1vL!J`wY^5e6waeO)DHX@L56(LD7ce$U^Ve zwj@P+FAysvtTL50ep>BBsfl1%w_3SQ3itN$cx~yzh=_P!xqd}8vMliT^lrg;A097x z9gaKFsCdoU;RXAaf5ktisHBUBUnOrDx}a#jFjomF{iUc5t6DUPE3Q7FyG3?TlP+Ib z*#gJ&4)6IU7uQ&(J~Yeriv@nh{T#%m7K$#91vQm-^ZylM}6?SH#!w9 z_-kj3Yh^eE$1(K|B`KOnGBT0Qe<4}^fn<%2WIF-LJ`|!|6rznQzlbFtD@UJwFtd-N z*x8af*$`WRt8h`gl%7go2P?yqzLGpKZfZd@=H}+VV6DvzE8}_u)@4RLlg!!3xIL2Y zXe!TGN4bWD7ORF9FAFnd4I?2QMp_YETNmt2OYT?7;EeAK%j4?XBqxDR z=6l6WchsYK47hRuclG1kmLgD-qL7^wgxKUiSF{c{)kWT}$8kfCC+Xx9(H)9uUoc#j z@?EYfO_i0NouLWSPbRGSWmwq>@Wyg*_Mu?yMi5+;ptz!3^}O7sVW~GCN_*Y_hI}%* zq#4Y>wJvHda*^BOP*R@WZ+Sf<%8n*q7}aSwnK7^`F!0h~_N!-g>LY`7^OPu}ul`)q_^1%Uv*&!=j8dxV5xkH<0W5_^Zs z3mg84dbRw6xg^)ovH9)?(eFoFnQBUz5Bigv#fUZYryS~)Wy1-#uTsHN$|umb7OcBB z-m-c4Rh2a+(&Mvf-<|B+8zQ`|9CEtf{JmaI$9%i%uo`tB%w3ztO1LXK5PrtNtBFc% z4%1m0*J1EP_cmnonADz6{eq(F2!f4UhfM$yF~RI79l3&HVRdI^y(on~tYDI-^x86D2;8krC%8eS0CxS2lOmYL+egoRWkSC(*_KtgZ7ns4|Z{tWbJ2;5OXjIKl?~4XP{_0dST+$0g|vuGa%v$ ziiXvlhV?>|E8q|}e~Dawb(B{-eWZmm%VjeyCi?>JP4}pMgG*VH_UvGP%F%Sai{i>s@b>+&3}6<-AF}{b)JXym zD3A+fvB7Lo>}GOwb=B+3x_LZpSAdx zP2H|G%C0RAqfnnoV(q|3bRyn*|YMFpgXS~@4lsu(6Q9(hTn2y@zSoH z@mbPC%6bKb#M%euU?^mg*h}g-v+R2XMZzl#9S08+hpYbPPt(MU=+S_#rRC)BuXJCj zIeUEqzw!rCfR2m%*@s&>v-}sp*#AWQL0rA?Zg}#~&FCm@e13zSF=?%Y^Jz>{?=z)5 zcx6jaw8gDZ3Pz(U>O6Q!O&f7bP~=sj&_;;RMtDN2W<=~n_K4}MjvJ*E()HGm!`?%A zN_FBa&8REQI9F}4KGGytW3xWeOjqNuUs3m85_0sw+`y z=iRZ@#Wa5SGDJpIk7Y5|AR? zhmAjIweBYlsKv-%kf<%I_Ktz#d)3}mM6A&oU!xXJIdDx#YKBsZmpCc-=d3KIL|g#Z z_48v+yMe&tQ1M;uN?ZZQRBSV7!bfUUkAO<)HPH3+TR!?2FIcT|wfP$p-lQpt*6=4Z zKe-~!L1;uD-&^?UDnn-5JU7362zb;93cg{y-M>v%PT#l?NJw8_P(Uee4`z-c-_JMh^eX^T{Hb? zxCjfmWaf$}Ohi$bs-m!x>oC$J;Dr}pTjTqTyb{+(*&xmS#W$(tN@=GLayTsE7Y08k3?VtauOk}2 zwC)p?({@O~Rj*SBq9!WO^&ZhymRIA8WPNCt7ra_6|h$lCrwe zy!5saz1uw!cziI3gb;8+ZjYQ|&$7}M6_w!`l_MG&CkzZ04-A$Y8Z@mFI?Mt=r9l&w zr$X!KT3v_EaIN-G_?U*?Z^ln>ETD(ns{DWD&Yz8%|B*ZFT zUT=$uKdr-pR2P{j47*~b(MCl^Pkkq3`57Sb;Bl_*s{xfLhKDcH_P}LH5s`<68xv*H zScGMv!ZsOhs-F|lzopm6Z^_7WI?tl>lZ%>hz_eg!h?#JU@ul2=?Z7;dUBOw1kiEz@ z1V$&@z~#qlnm*6%wv$76yVde}_uI?+&22<$>k8k6z*@$Sf>yvxa_Pw-*XzlGA3ob; zt^3KkOT3zkWak*pPL;&YDT<3G zjfv>TgT`QmoRl6Y#1(^SJ)$_L7P#xOo6;^U+yf0MPfhMOV|{V-yEqt7;2XNq_z7-t=IIM-%}mpqW=J)5 z=bwn@uL^kc(u>;NEg0WFWHBm0p`8UqKfSq1=n{#dQ z68xLF%DYSs)|*_7B`x-@8aU4FSCb~(Gbmiu#czp5eyOGO1eIbwt-}shxgWm%ad{<$ z_T2v$G5cmm`t~^>Kvi8IL&GC`bh9ZFc6H8)hZS3AOKafZ|431h@#!$$ms`n!P1$e#+4Ft(8hkS-`; z5#tZ|}eh0Rye}XaD^Y@uwTP}J`H{K6VdcF8R=p&-9*CJL?XDt zr+j^oZ;Rsb?mpzPT*XcAd#5TT2ABn~DdKCG$xt6L?LR62W&=zJ72^zr3@sV$%Stp_ zjo-NBtJ{|0er1%FXn8sRA8FLC358zc2naYsOmAd+AR5RkPITc3A2yr9}zY2BJ(KXu)OR zP`DL4x;Sjp5vVzcndh5jTHOeEucDf6@`|(B@FluECu? zOYCaVpZt^Xwzh!nISY5QW!^(0!{8LYA4%84>-kb& zw7A?N0>#1RpU%$>18kL3x=UMjDXFK?4;6VVM|MtS{EHQ$*Tc`Q_WZZU|6Ou{E;r_31>gekda$*ZxH)zfe zcVinJmuTXX(cv^oF3xK-*U`9=+LGeD9wP-_aEu&J>5fjy>>H^#N`-h>F}d1|u0|E?R)s9(tHSCz@^FspWKW3p{$da8@W1$nN&35>eIO5D_Cf9+1)S7`H) zt#50$h)!RGw3Z=G$I=A1mF~C^*T2&V^tj=*M?iye0E754@Cb3_7^4;RB%b@|i`b25 zSte`(n(s$C^KInKW~*gH!E#yB99RhA0t3uwjjP2nVX{3ODoTtNSlTY}5)pz77*&?3x>gyd-tY$>U+fBWlEs%hQ4>pM|b5yD%L24#` z^vmI(z0_%>vS1vx;nH%xlqIK8!_~Z@!jfy`M~Y^nU?3_Rymh+Y9TEep{$h0WUb*oX zhR7yG&o{zb(@0~2#V+c)azfB#$m)Q@bzc!=hHUV`d)Hx9A)$5lYtt?MTj7Kn_Vcmd z0VuL3MqGoIHk?No=ppE!`g4+4cvu{a*FrcFCLsG>r22)TyGS(9)KCi6-@Uf6QV2UF ztU6A`m0lFo^(`F+`d@-jReUV3lbviC<0tP~nZ>%M@kY-aA;rHLQgWqGeko)7@Lq@P zx;V8xlF~nddp|K{COd9RH4)1N6JyLiXiqAmGHZz3-?kKz0wSoJDiEtIpsu7NGj90pTS;0JX(vbO!JqwLpFXTqevjJe`GvpjU|8Jw^UtePX z$CVEgCnMv3j+RLpqw&ARkvdOlUL+~{F?@{bt-!cUhobNYhQQQ)Yh7{&79*nu)LSI6 z0{qI`TCK<+nIL8yD~uO>YA_(kbl)2#t%{}K0xpPT%63FyrjRpoy!AhJaMy*B2kqHKEw9U= zfgxsdhVdRKh^7zW`0`EoSy*DV_Jd9KYLCW>#@2}{EY@tUCk~!2?364RKTG;Q89iTo zoP%~;4HE`<2l9+BL?er<>l`N4&Qd2Hp@CFDqk;l`L_*7(h$+)s4Iu|_nRKlrB@;hB zn4Y|ie%+iHJ;S|8b72#!)GasZ*@~5luL;!rEFD`!+Y`xXE^Z~IRpH(FvG=2&)*Asx z{(9K&jr41(Z&9o{_SLuvIBU#2_#1v3xDNlgU*Fs}^f|H={x*eP6Fd2$^YnL@5l=yD z7q|k}pHC_gBt0{?;drtep#jzY_aF12^p-<&)#(mDwYsd06H_ z&{~50ke3$%{s>VnRNe%})IO=G{mn#<9b&pl^ePNd^Vq%+Xw@nSC5k5g$*(>#gB}ZfK1P;3+$=d&H0y!UeL2#Lpy5RC?wYQTaxD*(> zWFXl^+w&r|5yZmUOLJ5z+#xyZf*SU|fF;jhzCxH)HRu27;{!#CUMWPU=xbCM0un|_ z+VO=XTtmOLM}Kcb;&W{&Mn2pW`gz6OQZpjgW#rOu9h))!)6N9PxOva$zQtE_-}9I$ z))R=*V5aSTLSHa~}V( z*eeV(+d}jT?6!?0zh;;ijgL69kTnY!&ydR`O+UFbZ)!o%Bflo*rrazjyGGldRb$PJ zHbh5WEK~nioUY0DR6BX*9|V$Am@_GAv_GfC7)2Vlw&InFToWFWB}ull-w2B&zZ7Ll zfgd;N$(@z{2)W1Ufh}zL3VTx@Y;hw|gW+qcQJ~$y_9L$q8{CC$rzMw~^=kV)(H4SE zw~R8B3gY_7-fo6ARugY+W|Gb3xMx*x2I(tq0^dF_u4Po!Z#?)vo5HFJsfNUMu9ln05OlTwt&1 z75N_b$ZSa~F-&%BuOlYB;w*o}7fzhIY_$#4)ZuDC%|LTM%E@_!$ptdjsJZK2gKdF!^4ZbJ2L@qCr)m@Qnbeus zMo*P^bA!|D{oJ-Y?k|ka1Hqa_z!MO<=E>NBsDVQBnauYNI{4^((V)U z)7zL?=PB?xIByPb-3qHR0gVfQy*a#fHMR{Y7LMFc5@mEBq z71ob}(68nylMt^ZhD%NISv4u+x6iU1gW>!ub9I+;lXb1S(uNB1iM3gMl#-}ydicy3 znJH>3w6OJ)?S3*I=Xui?Rw*zsWhk9)f)>BCCCg@RPGZi?({_n1X@j9lUccxNyM(Q~ zLRLn~>3?H80eoF_xl$#d=s6;QNUA`ox8Guk-aD`O43C;@+ST$AS_Wc1Jc*SXB0bz- z7r9)n+AgX5@F!MCQ7#rouBv+X(OPzCZ1$R^z1^Kv6>9~4HAo4uFExS2{C*BatE$1Q zmTL1E`wGX2EImsbBnQ!ipY`RFNg}*l^|mou&)-geYLF~^P#QGgCl+*BXHL!}4!hsb z(EItlb*(R{`ENmHThNOK0oX-SToJ}hVz_TR--l#lz;J#YIK}{{Si@jbRZ+_>z_GKu zp(rah#hmXv!qzAcrU{n>2MN!q3Jo=96=zaG|3J!?`Z}{l{QPGpp&f@Gbj_gQ%Iim5G_Mgz&$eNBif4BlDl5hw?-$|25BAZe*r-sH!euL`-*jc;`(r z{=)W7q-PAgqbI@#Q^GQbz#0SUhm*67EEN<*Mg|u9ni~jQkSAFgX-rI2YKSO_q-e|- zU0P}?z9{YM<#oBg|2W*axoUCg^0?xY(?}0Qra(x~0GCHK(5hgKH`wj%* z83_9OV zAGFv`cE|Z7I_cUv+BoUhY5q#3pKVVZ~QUY0vvQJ7H5cCm3REG%&?cq!jna=T9hxZmLYuK7r> z-MdpGF2>ct4<|6^4cqy*kZ@wOcAcF5? zU>0-Naz5sOzrR*HMm>F-ihIR7M8T4^fPTh~vDvYKo(TjZ14bVKMb8Cx4I*X)Rqw&z z1mXAz@)Trh`bE`5G<_-dLl$>2}~&n$q7#%IKIW*0(}t( zX$Te@a%c$A0ep)DW<<;^8nj2OCJDX3xq^DFQtZeK`(pq&1CD8Wc5cqI`yWQd*MCt_qt+CB+(qA*D=<%k9%JxK;3LK{L#@J+%YjgxccOfu;}Z5c1ex zf4%aA;>*_s8vrU0p92_MU7_4V4TV9BSn`5rgj+;CB|XK+P!^&V2Y^UYTcR|Dc;!2U z@yNSKN59@l(HBa7|Jsn~8tR(uns65_OJS3UKZ_yr7&G*~ek2m#T5+ky0^4^qX zDkbt+dM2uCVHAck@?)}Ab!Le=-J8Na_)#nBj-;lf7&H~@5Y^;)>N2A;Evx8;vW6Vj zI@em)#5=WPDeTJFrq~QP9SVbkpA%wfOfbT;xh;yCNpwlxW8`C;=pqYw-b$#YV)G8A z@AKGN*ehmrd39QKYIPQ-5|&VM83$rA`N=c#GvSt(sZ~ErO+V^?(2&r???$ANdn9&iw=qmqEFZ{Clr49`iU4d#tBRKgk z863921$gjs+Y1nWWD>NrG3787(+d5`C{&JCa zCAaLdcE>%^EKK;@AB~_te)2%)mhnweCv37 zc;dTRx>mUTk|81Ipv{q{l>wC()f(jhbk=Qe{$*YRG)> z{5RH&hE6LMUk85??xZe?P8C7)ciDSrw=kWs0_+EDHEahK5f%k=DU0j6m%96U4^xG` zmP6l8gvR*BY90+b50{H0?~?mQ++27j+%^tt+lfuiu2GY@*~!q!sEmLSmQk8XpH6aH z8I3OIkK(u5DgvDhSTdL=@c!Sn%?q{?c8B(tn?_wGpYaM|XMHwe6k_{ggwa}qOI^(G zw?8@Hccl+6*lL4m!Y#!4oE2#mC~o^RCWWE-Wt>&a3`{JiNy{Ym z6Osv*-b)`%P9yh6(v+5FyC{Ve2x4o8vOkkP<|3}&O7=?jQOi-|63r7!O4ds3`E}lH z-@Hz4pO1rciU9BNd9OR|26zF-8Cq;CAKyQnx0iM_ZffE?^dH)M76TrxGxj)cUBVpp zHwpZPJ(phj&)x@o4 zPL_WTjx!N4vvRTi$NwKBqs~<9Y*m)9{Sz+l-B6&MV)1$6Q8zhj@rQGqPy+TsmYs}^ zQFx*f(JV1ar7}6U1}NNxh1+MVNyDu4!se@G%}^2p8)d6<8^V%dzA!PtTNw*TH_FYa zTQOQ?bjWL~%HafcJ`Ne3O(SK!M6A2qXWn+?9P%AzV?qI;_1_Bi3VwcFr=HXlfMmSS zeJHz5(|qx*FNDd}1{KUEFc_%|Xns2YZ^!}rs+%LLFsaL<5`~R}0wmk7>TKm4uxkLr z^w3N-j&i*`FgZJh3A{$BcqpAK{Lp#^n>BH6x+A(a zKxBm(RYw*R^_T}p3FCcbWm&d^rw|`>hAw}a;a8a~#_169z0<>;F0bG3+Y{=f9AK&y zIFewu7&c=;2I$b~m=UvCbVEUswio)yW0`!KOC?3J?U7foF<7i?wT75L5(+A^*AaTf zv?7CsswS~Q8oTWU_9H?1&KQ-Dg0_Y>)dbYp8OPKj{;pHheu1DO0SJ&`QBYOwH@(Qd z96tt{aKzNuHvhWg@)zMN>7t}Xz((opeqqc+LsS1lX7xEr>rurwwtE3eU`~Bsnc2cl zGv14~h1uQ*t{3}<_qv1&9^QsWB9F6L_T!V2lQC-qZgq9_-}Z^hX}@&7+K>1a{#vL)LdOeY% zu5nqPtZt)r-=w9zvEC?=z{6D~a8~a0fLp2UCu3%%HCS9HZ<1WZKX3Q|fidBBAsse( ztz0m76qzDrm+stbThP(ckuO?R+N7a*if9BX__jfHAO56u6v*K_XeA&uPrHa$mN#&I z{xLbv7&-c-K{3lv7>!6ZGOiHT6pAN5&GlJ2OH?9Lc3ibL$x51S!GG?V*h!G?*jvN5 zKD0nB6IJ#b^`eGcIm7E)jam+85p%}4#?X8#PivzSr3WOpD*l5rHN*DEIs|o>^s>T` zWLzXO)>5_mxiM~*bcfr%h(^U%8LSV=*4u!nSHdTUv7}hZ1|w0LpYT|`-)%4~I+ zR^$HaCW1c6q-uE`zua6)n$AW)UF~Amh9>Q``grfe&3@eZR!GPmUTZ9hL->_xlvn+vN9`aOJQ4;=ySTrL|x@wU{c#o8HfDp=)1j38V z7)taFqK#hii$p_1{0@e^N)M}UF?%3(bQye?v{~PjD`R_F;snX-NFm=vHekr>C7n7oST- zYjUP*vVn%nFT7=!hgv+8vr*rgFP#i_b!i-adM_%vYP>X+4XQnywhFLuNtb&O zI}twiTl6O7!g25mzTP56Ivn1s`_G(a*3L#{58Xo^=p%0R#X;1eU1e)$`iXUFmDHm} z>fnf6!<=s9IM}RaK(ps)%XS$rS=0S;E}&#AaP!?Qs28bYhjhx93@A z3h;iWCT(hM8put`&`l&Z@MH9)MfLN(3%PJy4Y-=0#eWg^(F^NtaCTA4_mdI1ytq8W z#d}``e?N-pUF=;kA6_Q@9Dn6D^rPkF7exkEz$vZ&gchd|3Mpz3dyhYWmO&r}inHMTZ5zMKxBARWXwnx(^?{sVQ7mjw^R#~*}O z?LME6Ip?FByZr@V{Gs<1ZNt-esXaA{+K>FA{F5#)s`=k|OTJC-afQ4&X3G#!zW_g$ z90}7?s{J?w!)qX$7W*0He#jN}a`7kEAt0A)wh7-IU3{wJGv%N|KO?OW&JH6q6V`BY zSTj=p*DWtBWyYA1gHBDTT-J!p43pBF13t}pGNz62%9y3$k73yd$mCka&=j%>fveG6 z`q0x=fB3DzY2Za(mm6&XaWbbk;|a9Iuloi0KNv!Ogn(yKIwn~C*mk28b>!=LEmXwp zf4jW8cUh3jjhmb7<)1IQYU+9$)tn!yEw)-?8(->E>&u^bHoeu7xSFShySk>udV25U zeB9kge1mRH*&pS)_MyjijBmpOhiwdI}a8bqMnvE^jT7|V}_FFg2F)~e~w%{E?~ zxXa!|lM=_*H#$Xb5}`cmC7);{QjfK?bG>o=Q{J^emjZLTuJqN<;K0XWqcR=jd}2AjMN zS{3DxUL59`;rjlcjWCPW%zF+Nh#P7!9=$@P2LVocbc#xu8c!RaIRP5Ik2c7(6U_Nk zF*`c5P;Oem`B6_})ojQ}=rii9T8Tenz*eAW#F`B7!q4LGq)LJG1ru}ZtY zDe@_C2&)#g6HOA@0=o573ih+LE+*E}Ue|{|*Pp$xsY&j679dNc5)FTCad)hjzmofbLuj3PH||GeR1>sqPH^g)jij$!(sr)4AEC~pQChC#y z)TMX8CI)StYx5gj<0**2HI7KgN$+6SATF=-Oz|zhcExY%Y8O8Ce1X|tmnXcHC5RzE zEW+E~M)TA!#~l$HeTn3cslRs(<2mInbm8-ps4AmLo^!SqDY|R*2P(|^HbB=ASd*A> zQ?`0!19lIGBinw2b|{Q1c00dP+^!h8-;k!amWz9@_EO(VCCbGggaLewV2#9As9_hI zbbyUk1ms~*;IfwDGb+2ThB#;AJ^pFl4GNoAEVn&NZ#;(DGvV)C+fy zb5q$Ohz=8;Dd$Vzn;!2g@cFj>noLV5?25AzM}s*yU6J#B0V)EyQ+Sn*Mfo8qy`Za`;pP{&ch{ z#;RNJras_1>(Y?NNX>`znbDE*yU&CJhTp(fXyc<{o%3|9c@?|i_2Az5Tn!+v*OS7! zZb>sPNntJ3@RwR&s;;#AF|~QQM@9UsfL<(c+N>b1l7$XtK)e%!8^GS{g4utu54=O;=d0Yo zzk{L^xr4eucYLDgHGfSNT)cto$U(dz?ivsX6(bY=E*9{OxPt_+-i0Nm8Dw(O)=kXX zL(`(CA;R6W_nIQ=XKXluA5~hgj@kXmvXZt-YkM;ol7ZMR0LR;bl&@%egqf$7_nueb z9h?pMCWXbt7uWzpwUiHOLws3)>M>_=2c8vW*x4V9&dncA=Nba3Hoj%y#c7ImC^RIZ zzZLZrgnrLhl1t;tq2>GL&fuH7=ps>*wts?$2>(t3aY@U!?p<78iQK3#Q4Y$e>iiO{ zP|406t?Ldf&@_5;p|JrxCQS5I68C7nod#Q)MALHGul4)dt$GAsDfa{5j67qrhmcHy znbu2L<8g-L>WBQ2bA8J-?Gz#LoZ`FUuj7@6afTz}ZQ>#2BU~ElXIgu_ewAgA1yy|n zw|MY1G8`RqjxkiY4^`wNpOT2Dlzkych~*mK9A3tCQ}V9a1McHIrf1)Iw=- z4R#GpIR=(YU!nwWwLw82)xJ|cn>`$LnrTaWm@q(ljQ;ICgWITqiE6uR_V zAY0>jNsgQ(CA7%cB>H^51dQfE&(>)txZAK^6oXmcl+5sr=S>4BQahX~G`(Ic{-2}J z7jjGuIKBZK4Ga^@Cza*mIdXIo%4Ihb35w!PVSL$e&}JS7wn_i%h;$0o={2*{lrLOm7c`Vo^R z==lS@6JbK6c1i-5%Wy-j4GlTPP&{rxmRFSAo6Sq9ovBS(W6rcwN}&&mu%bCQ;P3>0 zKBrt&P*#yz+`#dS_yg_s$Uzr=V=C`uVQSukmm2^OSd)rE@EFaH!?qZtgI$dX!WvErPusm8w*Ne7;cWFXVeryDUFB zrD2QYU^8?2&GZ1jzuuqEwQFck6O?5qU95j^cb7V`C2yMyeadl*jycELJ(;Pt%UG<^ zZnE5<s|6BbNKzxSJh-b}#GB;y&G<<@Fk zR#W~}V0=O%B`txjHJK|kywF=V$81%ijX#M|Y_o`ZnV zk7-b=c=EY;dMaB7?{42>+s$oONq?M&?aP9Qo6@XeLEZ{|MP+sWZ5YKAp1m2e<1G<|wVKF1p}>OrXJGc_VaJo=%@rIKYj<5G zzbVhzTf^5!hZH?i$=c2oGu^K77@M#>9>t)YvV`ourTm_XtOo(t$~sw9a-8VM!e^O` zSJ;%gpKr8&r>b(J)BY%BwfQJyzQ68_#9%_SX*D4@Ozw}Y+_r@LooNgbwJ9tM+Ap92 zseIMFrs3zPs(~(Wx$(GRPfaX?(uIC(4a+vjv&H86_(++Qn*kzez)RQ#vW3Asj)C%JLPt#gbrjV}j0gKY*t?GC6Q`J}9UEN*J zv)1auRRk#Ba#-}TRq(>C0y#tMom})vgx?HSW#VPM!{(M^8m3|5UgXS$S_m)egxcxp z*NS>Fs2Mb0+FrbRyVql7%!oH4%-X*iRZnG7!G{-{)xinF%dwtQ}&3!`!u`WLgi7 zWb8MEY7qWUNZF%nfy35YD@L0+(hKSabkV7GKku zZAC1vVD-sq5Hh+8RaG@qg#KDVe1eB=y10y2F#TN{GkCh~xUlq)pSQ~Ih0uK`K`ga> z(FZUv^4XaZ{wyHXOThRR(M>FvW3>&)GV8qUeLprU{+!CRkiX(<{cA46@8WnoyhaU0~juS>jw7Xmw zeb{!XB($%>Y)EeeOfVOJ5)FvpfVLhdLHZ-{0J~d!h68cSNAD190*MhbRz>Vzu>1bL ze{Sy&lfoU??w+?;xngdAO$9P6v!FP|YM5!pdT3heL7u0mz}_G3TtO@I5>P|3;z@?^ z5}lo!;HYULec!DUva-Xbf)YHpHbACCh7|B$l!BNShs;`c)o8e@UL^TG6aUAwMiBItz z^g&Hjs61A&>Iul4;D+Lkyb28O1+VO!TM5#lJ>BWm^Y`LoAyv*J5(a)yc?08&dycEw zkem%Kxj<@=C$$ufF zpw-VOv5;j;J!S2DILe2R@ zyr*eieMfat?YicwpVmR_WIx6}j*|I1-F&Cl(erkY6;S|QAn2pL`2ARoaPn}&j7G!~ zwe8A3B`?`J{aggt zOFfmJ2%Wt)Ucy;TfsvjA3}=uos3b){TdD)71<_t}xt`!I4YN3&CZg3E+SV*noGMMv z?dbGfW{Zb@~_iYj1bUy=x7oo<^B+)#MP2JO0%$ffOjp-pgDDYD6Ank>wU$ow@JYYIc-&B`;?^s-N90aX z%99`$sP2^dYsDtS2?B@k8%kl=3zzn}^5~4e-1DFoFTh~lS^52CK)=RxzZPn9TNjqiu*ww z;2D6moiunXR$w(%m-+(5AMXB&lhXgbf?rB!-I^$pLgE9{MU+djGsrfJQ&(s5ov&Yb z+j(Nm0wQ}P-|_Fd1u8z=TCH@6d}|w8fnBs)$)z7@*>@&+5}igFu!mdDD<<7C&gM^p z(DV1DMcH;WF}5iOL_C!Wot&PKIVhfE!&b5T!j3&z#J}@T*>M2Ie%@d8gQ5YTT_>~( zeI*Uzeon+&n;x3Z4>iU59NDT{)+4!)Y9d#Ox*-%0-kG5j!o6Gu>2?vI9`!0{{#`sz z)`tRQ+(TDB<11>jhtQNh2pR<}omu(}A)JjP@XT;1@HC?&)iBr|-!-_eZw~1nT6N~0 z@7uiZv$^X6Lb=-IM@5&YznjkoXw}8H`(Nz&OnhMQRa`Wpm}{3w^B`KgTpO3GH4>DH zMPpe^gD2kq@I=&zbN~kl8MI8!WA8v35H0aTwJ#4SK>tY#_l60vCaA@G4ylNQ^*eLD zb;re93J`kty~h{q2sTcVzUxqy0o zl-?);dk)`G*>rC|hI(;J;@y3ZqkT@d{2)`x8KKNM%XY6z#UAXR4AS856h1`y5SoC+ z@VMgnJ@pG!#O+y4?`xN6CYWOk`w^Zi&571-s(|oM8kqk4DhwO!!1I2qI(SaSdEyKs zxN3+0N~j*vz`a=OT|jFqwv)~ww)Ry{tQSN0G31x$?b5*HnqZapR>qft;6*1QA-L}+@H0hxM70ODl*1BFHABqZiyh6k zdh3~D_JMWg_dWFQt%ulOpY%gA{@zjBfz~YMlvLFjXOMB)ATkW+%$%4f9wkbDHkdV= zb%I>*iVHT|PC4fbw=a{fwSNPd(`&A$jjoPy$A44(!Pbe#p=fU0+;NFiyOTzoI zCsfh0w-3DGF}o6mGssxmeDU3W;hWme@w(&!8XLLQe}ZUxXrANJqjSKwAbeqx^5x63 zNd&jyKe6r?N1Mf!x}A`pQ54|`HT;fA)MrAiFJZZ2SJku!g|njUdAXI#i*3}l_KCy+)D8r*?AD*O_0}_;zSV<) z9M5mlZqkA|HhVgdzqZEbzC!CFf55!+-^*T4E~KZdX_KrNQ*zDo+xV259Z+(rK>p1C zc1`7lFfN;fD9amJ5-~b;soe>)s`xCx>vw21DB4Iw5&W*AHduwlc2uWF| zj|q|PPvDN#oN8S_Zg55c4*KZPT=@jwBKO`w@kGm9ud3sj0fKK9bu$`U$ysMu^C{@G z{18ZeAw81447xCSA3&{y+UT(`kT}(i?4W%8%ybMubC^~=8@4S^^@r!$DSU@og})be z6L$N7N4hqC00W=EHxS{}Bld12(bRdI6<(+h{&{>wsL8`VQaw062C)m(y5le^uIFnY z$QgD25};peC5@^n%88^N&4oATG)P6wgqW+FLN|cJ2(J?@YpgyZ03M=isD3kNQsut2 z9}pjg0tsL=EGY?2lz%kCfW*Ww^@})WKyubG0S0~XJuZ-_LUGxn@N3E})R!B!ndQNr{YZ<|S@VfS)WhAhOUrh6#-1l5N z%d-3kUNFya&bi~t4 zUhwM}a^rTbDC<~n3HqDiBWP}>BKovf>Eb6=Gl>lJEwEJ`hM{~i%wMwK$T^M7(HFlWh9-TWn8$^o~eu^8u$w@e&HbUEQ{Mwa?q8?;=u zLPT?jHE=8^!VtblK2*^g_WZPnV?)X~s0>70VGmsEfFseYZw~Sr*|pq;6mfkjkgQ;G z#p)erQj6#}WPOl3TD@}ya{U`9A~9hYir{jg#Uk_QY=u!q!3-mGc`ycZ>_`TSg2mn; z#X#_xLO;==LT^JQbv$H0i&+Ey=)?Ib@3kC-{$53Lw5b65j!h+n1%k;)*RtpwaXVu@ z<5aDSvPZRJRkt!yg%N@=M3*w(*zL3FJGZip{x05Fw=x@5A61+R2KBPp@}cr28nq~O z91a8o$ONa(z_)0RlK>+#lcKrM;c#JBFm-To&O#D6@M!wMQwBOsG9g*D^2{y9CHAvbBB zP}xPpm7UW=cJ?qs=m#JK|8~y-6mtwbl$pLt`2>@a$v>2)qjUJ ztEdgiqCBpgt^<>lbfCIMF*DGPl08wCCfQ2bd_q@>W;tab0+Ht1Qr)r9I0B7va|Yu= zPVxPl%Z$;O+qb03szC^>;txEgCzU41VCApRAiTiLCz8sFg5-r+{G zGh=LpQ5|M81#{bxkAtYg3Tcub__CVzR~#({?{>DP=aPpRYb)#NE_MD?QGg}YA+?&( zSECF6dKC*gS|Y^^sKrH;8Jy&7z%)FMPhI1sE$*mN2AX(apr}UHLD;VZk$vV$=|6_) zM@h*!Q=?KaT_WRRXerY?%;qxnRXWZA&6ZH4vYOZWY8AF037&%K3!aigJ*E}_9y!UJVbyDLV%KX_kPua1CCwe>9^Oh_Yy&8ostq-oj*WZ<5dLm{h7ifIsjG>)`xA;q;WvO?qquHUh z^&=U2RvWrgstNLwo6 zLn5QsG_~L1(27>$x_?qn1^fLoeSh3Gs{fCIxBpcVBP+}Q=dO?pcTVh$SpS9g=MBOa zmZ;^tH=#b9&%klz9>ctO{O5&k{7`RgO7w-|hkSpMrh&^0m7+_-B zjPMZOrL4(!!Lr`R`4++7)SH_??QLkZwgB=}8=Nia+LL11BHbePS zQE=&?^+q;VV2{lHFk=V1&KF~lMC>foXlU$-OvnQF$N6^vbML=hYXnBEQS?r#(cL9@ zJ!Mn>f(}-i=ci*c*@^AZo@;|gf#ccjP(xyM4;AvW@?+v;V&nXON=Ftpj$i+u($Rct!^^|q_u}fO*Ho9ADMr0)^QbJgXR#;P-BcumW>&#oc zu}>kqo3Ivs9DL?Dng0A!+SClZ%C-A*+->HO>$G*3^F)UOVu@aki)BYVUpSe{?)u#W*~#xtXbn4`?a02BL?^k z%3`Dm@tC!?Gx9GG%;qORf7#y2_<*Pm;W_BxpZAGWRRbTC2U%xAP&h zB8df#EzX)cavKKeKfHn_`jWC9p;x5H?Xed9hAxhRG5;AtSu_!qX6UrKR5z`~vw^ zAmM!9?~y)IkPV4X4a}(GyGl=_y&vSXk?UiK^8`ZI<5wZsTWd1i%)*4^R zjGT-;5pIuV&tR;_I#OHM76BGB8upT?ibJ#Fy|S1S`&1GZXx%YI0kDws>R6+>N&~hA zpIEJ1bBXg(S7Ij_XRUav1ii$53sW4?9%+u{H(6G=lAlAjr@FF4at-SULRz3T+2_7g zzfg|lX}wbOL1uba%47>#I3rgTN~FoWuqmU?O_zp>U2_-7dg1ZO6{b7$ZHm%2ChM8i zRZ8>Z`&e#S`buI)6p+?hfcs2{*Gs)yu=Np|bt|OK$$KL2V{J1$D7!ScS}4@Lw7wup z=iz8_uJ`NB-ZphiZ`$$$_$AP5&2V{{@jfPsc|cfe3VsE^JHQchhT#0{U5y6KT`iLP zyYA(l%!~3Nny&xsQtz6nX9Cj12*aA3*KX#v5(km-4PCnKglU7<>b3_|?)bLy6771j z+wbB}!p}!#Ztn$Ag?SXuM3fnAS&=u7$_U*_?E28v{mM*&cc?GnrZTru{j%f6sGQ53 znu*aP3rA&)kFb;(=I6(f1)=p54(GH_`P|v#i7D}hmvd^JCd1iJ&&o06A? zF_S~RLoAmi(qgF}g$LL(izcQkvx(@Y7or)~Z{|DAXi0B-E5lR^g|D zO`5v-{N=W4EfscF0&~^JL~;2y<|YJN5Qw~6fm4WjY4)ej%S-@-Xt64+OL@z==O#!`z+ug~J z$~5D!gszdu4S>eU?uyK9U3rB$_GHm|?b)Uk{t?U_${n^7X&3k-|I#!)q{?CinQTCubS`l2%jIn(GC{g+Bnd(}%K3Le$US9Ay~p zXlDH$-lx|(jQ|HQ54XaD-@H82)Ty>A1E34XuQLrbAYnv~F+tbT1i!NB@!X1Rx}kmy z9|uuz_i@S$gdOGi5v-L3=hpZ?{+!q$s)VF)sx2uak`bB& zSmamv5+`T91L|?iqQY<4v-C!tNjt#RM2!iLsRHEw#`Db^^ppPRD%4^mb~Bt^VG1cg z6pz8p5ujsy3e2+BUz#CJ$2$q?3Yz1+3@D=>m0~c_nT!op+v&O2e+WM1Bf z2T*q(UiONL@)Vi8mQRZ#yWN7pWWA>@<=~~l_v?~gIx5c7kLf=l9sZwcohDFop%G2FnZ{F{~f3{@Yi#N-r&V~E(1=EllfTwN8b z*QMfcGaLFfu+);+8auq$>gB%hkmo`_*{pBwm-vSX9@ zo4vKyzn~R#^i>X~nil!u!gfhj`LhSQZ`dA`KfWVP6Qa_U-5ALh3>t5lTc)$%TRtx^ z*G9Fa#Y2m0X!=C@L{Z^*i^#Ni@zIySqwnx}?7b)aF$kyF^vw`e9+0vt{mY-k?#)j| zD-#^ngye)kFg*G`l65|q?VZ#zdl}&WR*KMVQ%aPG_*7C94zD*~Hg9bbb*N$m;ek3S z|CpF_R>9`pReFN3NIrqaHZH=}b??de!-FS0H3X_ZW%iA7?J}$)O<>3%#!s1#QBj|3 zQ=7|0ExIJXh##~*c6#R+@H*S&(wl^?u2w*PXAnV2TaPW|p;=QuvLK3U$^EHeqBzZl z2~|XAkaP2=%U5_ulOQMMF*{4Xq6)Qa{{44t;d2Id;~efjkAT2q=ex&}SR+-f`s7aX zVuO}e-*g2*EOKcPpmUj}yQsV9@4OEG`dOWqw(ISrx08&qn2)(I&!nzZLiCN56;s%Y zHBw-*ibY3iRnA&(bS{gYn!eULKduWKj|0{$fclCaiz{|Si9#gr ztxZmi;%Y!<(NVKv3?e;uepE7LRTvO;twWcJfWLJ zCXzy905NDqI(v*@p_CzC!=RHb*|JI90{bnFL1dFnFg+o{tR{HFe=? zKA}&Q7=d0PiP+12N|iI?Tx?#q8c3S@ndQW2!HmoY$Ue_nbv6>gEc{A1Mg;oeH)Jt^ zdDSmuU{?5%9nwsh?~8SSG;*5PC7=G;urpE@!L&s&cRj6~w2deWxdfKlClHtmn?vy8 zB8lp+YZ!+vh^c1-D^vpKCI-n2`;iJgEa$j^D{+-(0Bk&2C-v5v!>N^uIy2q@v#*V{ z`KY_(rR%FQYRwX0I+8S?6A&!AmWjnpb)9$@2CLbV_*K2>|K|<#iy&Rw(5$XGn^=gS zgepNpRCZGkF|y2mlym* zEmjF*tsJ&meEUtr7o%Iq7viW1rrm5%AHAo>4FYi|NWz~W#0Mmx{!DoH37xrm=LB*s z$dv}aKS}9XfxMHR+}ZYTPCKXkg$fRz_i6e3uiXvU!7>zqW1b3(v$3HFv11bmih@k= zhwSP4vE}cXCkM*=vIm8ZyNgYPtzh1e8i{zR4xKt1dKn-&(pSP)r=RrzG3~)c=%!}? zLP!DC*VESM4MttTYuI%Zd)(vzS$(p-9G@RU)JEm8-hyZOWqmNKj7GHNgY6<6EpXva z7>4u4V}_PkOtgFSs3r<`3jml1f@d%0j{Ib`q`6D}P{xO#yBErznqg2JWi_1ga;<@c_EaSU#hUKQ3BkaYQxVCH^7h^2V&$2n!4}YTqP7bLW)!`yJyq z+_YyuE6zEq`n^8}G6eMwjnAV&k-*41aI^~%`O|L_$Adaw8VI9`osX$MOb5CV%Y@o% zFI~Yq0-l1N?RFps_8%NS_N>v~8hA-+B_PirZY*=oqo+R_!EY}Wy&ogzD}8S)E=W>8 zia50gJ{hL5D^*tN7+8Jl1S0t4&*P19znSSv0)glKerR69c8C1l{-)5&4~pMWN5lxc z0^de#i{^Pl*k0ogtS{B{INY>}**G+7nDiU0IXDb9M7*XKs(bW)E~$X%uzWF& zjX;Ep%%HIy-^a8Cv9DXgZ0aZQ`i;N`H?~Rf4!Z~^)k+ZnHc0CM(lX>? zcI+;|(S=(M+bh2v*CNSS0p|fSNljBg?js7jLL`0*qAkaWPEE`DC1fWJ)?_so(j{Lu zQw){t(s8i^WTwTl7}kcdze6^;Jh)*zNx7Obzpo~YVc>b*xd1>=)#OZiiLy_}8RfwfQ>P+KyO+6&`PjPS6zX{(6s|L0VYB^&Lg~So@-NcM;uu zKNoAS>FQh3;|XH-&Gd21%GbRvoVqFv9(m`BBaY)!dEs7zX}o!IK)uQ@Iwy6)Sr^=2 zWik*!o1TNBUJoc^)zckQgH-h|XDFil?(|&%90iiVpRebul+1!+%@?{}q!S13IKuPFRl2SMP8knGCavOU%DIdh${Pa6odz(L(6k$=2E4F(^fb3nqA9|4NpU!A`C#1{;pNJYY6gGowV!4I*xPE9NL#6Bv&vF^@lvVRe-K!aqP%mlKQsKE57@-0Xpzj7KFfdtDrij|s*f&fR+7 z^lOkSldmlAzA$QC^11iW@Mfdw`Le{SB|g~(3#+er6ygW-z<-5tZ;F#qYKCxxx>fCQKiC%cCG3eOhV(}2 znQCYq%9@1!f;XsZjrAV)0)6Sf5M7acl_R|qfh~^mP@Z3Wq1-Tz&v^UBo_|%NXM9~H z{&fqt8_6TFKlakio9>tv@EL}enm85+$$mXa)Xv5w?xH^04d85xXb5$zi-e$R_i7RLhaO1Cu~oc`8NX{(|=62WV4e z*f1&V+pf}lpJMljxj_GNwd@ARi{^U*G!OG4dw{+C&H@Cpe0lXe z9Rh2*NHVVcu0V-)IM0+1%-dgj7-LVv9H&4$uYfmMj3sTjkEKmi=p~D?_8D)+Mm-Vs zd;Q_AGy40O+NiOBh`51ICaAX&MFX4buJK6LDM6=j&TVTm>g`9mL$a^H_b2yruDGUv zhH0Jg=6!~bkazk%>4U0M@G|Xhq8CqtPG7B9Pfi{J!PA8oRcVnbNr+L1Cc| z37-7@+Xsw}+wZF2Sx5j37w{}>nx{Etf03@aToyXN5=rM^iNp23z(2e_j)H&LdDAD( z{Acv%(T~w4w|8S>;yblJJjfuzQ94+F<>Y#8>1oUgZ8@C>YAM1f!C8>$2wd9fGVycr zU1V!HK*A3!kuD9XyuYOky&dlSCR}?An&oV71rQ&sZ=oiKsll{>2$gbC+IUuoxnhlv z7u#uDv3Hfs>dH$vg74?r7cGY7wDJj^-5Y1y3})Nr++bzukhxj#^SgsTOff z**5n6L`UT$Dd@Is#r~Pm4@nS4SJR>6dR(Y6zdz_ZbCDA8V%&(UPaUiSy_0F18V-m@cQ9QwXJZeA0KSSU+qB-Kuw#6~At zPQ`?kzVCI7{m6i@$K76t2Tka=YL6y}j9%LRL=-L%po6HEL7IRLLt%pTO2!1_-HVpr z`z!5<=O{Jq{T$Lih7EChCiT^rsCmZAO0t7G49I(z6U@+kH-Pn=<$3XgU)4?Mi~U-D2e_$}8?v8^T=#4iAzdD!+VjIDEmc&PFE$ zeF{rEV!S0{#jo!tp^*Lcu11>kq#f)&r4XQ_TJ44E7h_jIUdn$qEh&7G5);*X3EDJ| zy(#fX6j&tE#+b@AVq0O@=!}kmldAJB01C3soo??tTpd((s=8r=PCR3}rAB3@$4A!- z-RJnYav-LEDuicm%i(8*LXR)+XbKX?fWV#elD7}l5u*~Ea1(KHN)FwdM}PC>L^F%I zuX$MsB$pX=W2na@OE%pW^)MT7+4GdSGl1Jd`yy@pl*#Zn-T7%v5^ca5I149UVDeug z!;MaurSh_afhr)5^89t$TblZR3AR9wIk@Y=U_nM43s=?PcYqQF-hT;NJlW)5^&bKm z{1*v-gZ>MdKPdmefahUw5D*V5o@4S~BF6Pd_*eahcES50|G*-}nz;8|`~NG*@Q8o$ z8n~19qx>O4;=y$ttqn4S{a5HRpF8?yfcJu63J9WXf3;KmU+M*={HN*#9dR_#!pitU zj|nNF1Uf1z|69HW={qCjEEt z4RHU11VjJ-Lh=vzKak?t7&HdV!iZ;@{FexDZ4zdGLbl+cMUfCE3AkH6UsMkL=}%@f z6DiUWr!3TwmMH9uUMqTMvPrmA(;_{@pozQvITnX;A+;)MOK{hLm@h-P0#OX64u%*& z8E_ns3SJ@G1^o{H>qXKh4&Nr*$Y<`g^8rxt*x9r`RzR;pr=XS7(rG=L)8ee%T0)*K zG3JA*jkrmcJAVC6>n{Q|ZIn)PL^g8;ciupDL)0q)Vxr{pn>4Zm)TK78+-aWY(5Ybz zF&dR`obdkcG32b6C1W0Hiv@$mOaEsc+w9sG&0o)D8rvLwgc?xXg!OfB24BZ9d?5v z-WsM&Rj3MO>;$(ZZvOo;T`}|24K?KYg@q;96`NaH;zChPM1piasIoU8r_=XIBTUHG z?e9#pQgNEQ>0d&N92mGV=bk*^r3o9&JZ!5%`;}WR*as(JFy;T zmx5s1zy%{b&MPO$TF@NYE%a0IeaFVxEVj({uJ3|Rz}sb(JVC^A?`4Mxj_(tK0_Aq` za9e7}-G&^O#Af6MP6xrp{D#X3)l&zf(-pd@GJVDFx@&92%#LW(kIk!YsxFlb&Mluv zZ8x)aL_V)zKMUu)&A=?aKFA~z5Ff$kr1TXg6MsQo;vh(KNujE0Nv5i3sZOoNCC(*} zZ4uutvT4;usToeYb<(t9)UkQ^*}J_ZF+?F7V7{enI-sTua4BP2Q(v`UE5U>AmhRVbv5@02 zc3aM0*s0*bQ(bmuR>7>2#TMAIHfwa$y_GkbXmZrGq30rsjLaUa+c!cOPW2lv;D5gN z`EYoYE5=7vm9JrHE?&Za`C(YRq=w%Tnd^FaFw0w??@bwtk>6}uvNlpcTO97#RM&}Z zDN%%<&xK%_L=ClIU37qMxuPH)f`3GnmkQ2(KNsw;=S~ig?25XUEGuFDyX-rlqO^5+ zBT3XLP882AF;^Cg@&jh$_Av^n?C_x$|L>q>C$Ytf;%eMFax!7dZ^PE*(LWoquBHdR zRSCqu@m4FCl^=_0Yg{(Kv!6*x|7|ljAECJ(Mf^)ll^!SjH&&~jc7wcmTN(}S-SZm! z>-!e^YlQE3HsT-WTz4VXX=bcm$H@dTU57c3hHu?Pp1GyONAz|jK3I!v7jO3-ho6S8 zwFq`19ySsVN^+wfKAVf{>T-HnK*-ztW|0FD zYCL5|LR_EUx5)$S^yReft8$C&-dH&}7%^f^w}0eIlUaEdFb`?@%LQ^DP1_c>mi z4&Ru8Wyb#;l71GaBSd&{?gChIxk)Lp#M}siSj>FiAJPcPwdS>*v=GtZwmoH-Ph@gan0 zFA|G0WQv{bjuEE_8BQ3;JHDRh;$+iiSPQ7Kp6H-sk=Y1D4%c=zrZuKH^VZJJYsSvG zs4atNZ%cKJN)(i`-tE>%bwsyj=C2}*S(MFC4zSAhVQ&}0z%x`LWAM??FBg<=+B4o0 zF-bmxUFwne_$M6bNYB%9c3Ao}pHD$l(zwTH^Kp3JIQp0vUc?n5a*~*hq{pzRc>y~2 zOnlO&1=V4DO8X#j)Nk$ZGl2cRVX@GjWTZi zgu5)6FefSpA__By*|PQmDavz7-N$JKE`_$3p@E;+Lzvjiq@jmOy1KeLN2P&EtzrNZ zY)%Xoag^AW2=DyC43K1_sg}F|uVMZAkrpqR$2pNY*T?8hQG+k5=F=y zI>Ph0QAQxk0{c3~)+ooRYxHDJ-_@>-&Te&>6d+($jyuGIOS;XaWNMM931^i_;)Kbf zOW(ECj7xheY;&vO9IYc-bJd2=?f$*s7==lHl8@fMM)ING%Ft`SC;v;T>)hFhZ)ACKc~CtTIu=^)CD+z;)Rfjdm0k9H5IR6Yvj+*k}O?c zj1fYRKh3G{sl5JLHsDw`M28KW@#%`0L!@KHkw!?yD0S{aG;qwF) zRXn4VpN3WB#wma1ygWb4gFoQkmy+11y%TSpY@FUv0IAJnpFYPVI_wg>+Q%BHBlGqo zs+vYwWRpY|v2a%=K@VZn@v^aik7|I|O2s_j=?CC$~R z<(H>E<8v}|*@X>4+=AaTgoQOA$OYjdxh*uCs`v3k46tL9d7AM*h3e1KOK z-;`OCJ_oaRf*}#0S$-O;o@8-5SsXVSCZA-Fo66yCTSq;;*uF2`wx~6CHdxBMH?-)- z`bFBIPH49l`+WZMGN&)4e>0o38R_y_KW9T+0(Oo(^<6LyPkSSr!6%KU1nE%}<{4{+ zpQ}rYu98Xoi{V7R9cK2E?&Uo*VOgaEbTVtNR`Zs07Kh>PQKqXy$urYHBml%tdKIkn z{xq=|z=TiGLIZd2qO?EC2sPZ5s! zZ<{?=7B>-P6O^ZfaK;nT=4Z*E$f5 z{S5>WiyNT*h2(~FgCOnc<#@Cxj8`*H_$?ny-eD_z*y|3amvSMkDb6`mQKf$%!o;-I zq7)j6iBxg>_hgZ2q_6m*+wxk)za#yVd+d1KY#cLsI}Cr&vRij%ckAJ9e&JauoSxURTO}3E z&6(&Jw)S5`Jq7PN%*~?^W>ynfW zpKtII$d~@wR0pG3z&PDs@F!W2z$!nbp~G}Yc9-Q%{B7ta9FkgPq%Ry9@n)WkrQMYd zZ!?x^adR$q^@Q43%BZlwRLdJ0BtSmMr1)LcmK5|mBMX_9+#a;y6xbml@M6Twt`n;C@?lK3_e6|V5>cM2l)kBt8;|B(~We;ERTfa5#XUCW`{7$*-Oq6 z$w8Rhu3TaLhN#diRqR3AIpOFxVrwr9IoHXW@w)z!r;Vb7Nd$$WI zdI!bO!y>U|7WUJE)4W-LlS}U>iF#yZuxv zWV>j_@Z<`8e2fY~)X!L1POBw`7 z?d!-{Cr%u;O6%-ryG(h=R}ZjFv`n=muUj9?(PO5tTNP`vx&P>Zq9bRLk|3gFsjmPAsH9eiC;jcyfwI&DO~kpA~b9d8Zy2xz7K*Kf56J6nuAr5jY}%CCKb%EKCN& z>Ji()!r1)6&Aq%{d~R+vnUNLiK|mU2iVZ7T&*iitHcI;NzU(MJ1KlSmYT@yW%wdT*S_D-iMkI$bfmDLn z4UN+fHj+dZ8c47kD#NS22ECZTCm==yyRvrijVjh%X6Ydxg+XQ2ZwA29*M@0&ES$4X z7Kg{oS7Q*uViCb&6%<@7%l6x%L`l5RaIBSUeVVr{UnzcZeR4_l*tO7Og+dEF=RZ}# z$)D4jx?ZXEHq!0MMqA|AUDz%G)`k5Z&0+kooR_ch>kd;$Ai`h63!$!fPeb$%>0cvfn37?WcrgQpup24dh3m zbxqi{Rt?DvO&?85%S^4flN>QQW}cNUzZ`naZK~+GY>IB!WZ7vMX&HCUJwqd#KT2>?d5&TgGmle3G!w8x~l@4Q__~(QBsT*RTUVjHQvF1MGnWqENV$*UCHm z(P;-vkQXG3I7wFRKW_a#>#Y@}W2?>XVgGF;&SqI>OY{H7mbP4Zk1>~b0#Uj_ZdGb%Ni?zB3zfgtOLlLd+UVts$r@zLliTw6@;?HM&K93*Z4|^|9DKY_J79y3RQK3|&IvHRr_>fYz=x8MJ2zN5S zceLzkB(^{%RXhmx87KBcF;{>HBLO|!(`q|?7~9-#pXr&A-3FIH7P$py-Ox_D9qQ%b z4j#SQ7=zUFk2!6sbOhcF>3Xp9LBPJx)11*RY|NOMLfk3)(p@jv&|y?BL4fprS|Z-L zw7V}$eQzdZ{4Y1#mYh-dkM9bzIJSH#6L;R4q9`Xt&P8NyRa~BAa`qfj<1F%}io1~D zd??+E^!&)7@!KT6h6Lg=5NLLH-MGX&oVBS%(yeBn zkCjc(To!+&+sD#PpVjXtyVTgr$Uu^Ync!0_y`9F(7dAub`y^=gGPJdZK#o?q0F4QB zhgE~_H4=LyP&{W6Bw%X*OySgtsrnKQ=Ij!Q-u;n~h%kefm7&Z^agIx(YzQfy@SgI7 zW+vAaCQy@7Rz&FmLubr%v zBIFFcR{Fv5mT#^f5qs+ASFgCw4SX^Id7eqUJL4+8)?B0%OifxT%tGjwSsvXdZ=lOm8sJ^Py|K;^?9A08;v+>V}&<`J-@vrNw zy)R)_%?7T1eGNFR_P=}BY(`_)0Qf^&EbZ9Ex|>|*A3*R4?V9hMaaNtLTr9xY#2IuhME50*q?FaUJ$NXis7~6 zLgS$$-vU?`W8Y9T$I|G{xHXKeAJI&`8WfS$n000tPdnyw*Q>n=LOZmB*CQe>mPdvn zJb8s!C%ZW}{<`J=+W7h|`(76E^S=1nXKBE3J#AH8${g1Hl=3!Rb9`%6f}(IcI@;Ehi6)gHM+j+K#nv)d_k;5l1|dZ=(iQPSf$aDpyhWyF7w+^l_L2}uw8H}XvH?r2wU?`l{7%OqDFM{f5h z=6)lNYfh;#jc4}mNdM?0-RQ20gw^;QLAo}nK=jENQ;Pu_E_Yc&do&a#NwL7(7Fzan z9kn9EEZx2Amo`;ac4kCWBDm^V7hI4TNGqy@CjUc)qrIm=0A8~@9@Rv2vSb^ycS-tP zi@rdVu6drNi_unMJ%QGY()HqzEfc``3jDD&^B?1eHtJ9VSUs@2ayzOi_-Xq+BYLgV zjAKg&MtWJfs|%CQHHh|}V`c7W!ou(dr0+@)CYUg=iu@ZuCw@GcLwgwks{3*d7J#YP z-@utqMMG9h2WBy!7I;9+AP5r~t6?G6Wkp3?fMKazZUeV2pjDM8UK(G^+E6&Gyh$^| ziL#fPn7rgs>F@cLeb2n|#5>cGK9*`A=AXq+5&i1#GkKj{rCn9^z#7~alkt1?qoi@P z3h@WW-@w=9tq0w%^V&_aQkXXkDysLY{?E~5ij4o{azoLfy>@sfaY>O?cv!eOOW@=h zAlB`YrwNo-JG$oAoV9Qa>5%V{&#>0inpDfImb>mGJCOc#oRZi^l&|rIRLLUSs(W6& zYKjRmh}5|B-kDQS&TQz61q<;6Duc(?l0#OOY({ z8%WA<256G`%vB>1EEZ8L7U5BBfO7Bw3#JFuebW8URB-t~p=v1tsO`jc@(}C1yP8Gx zC(2jkc~QB%s3no{pU4X$yTFqm{O1_s#bi#tL!7yN8PcZV!+$27y_K#fm)Morxa)Yl zU#I8~{Dx;0!g)z`VRCgH=4a9HGj`PP>B1Z_nh{b=ZA&)du;;amk=e3Zxh-*Z$(PlT z%{&0}9Q08)mb#WEB*@9)Tt>N(G95e%inkk7QEs?&Vo_KSFrdkpr9w`o*(nUA5{%i2 z?!+T<{ri$Rs$PyExMxTa3q5{B=H*Rh{ZWgPZU3ROLA2gKI|cGNI0dX16wpJ|(uG59 zWBl1aGpq8V{n7cG&(y9jn$S|}EOh!xO>aBH&DIVe>cx>?x5byCZ@9^6eXbYI@HR@% z!uidK15ml82KvrLsj8Eqj3?9{1WlVdgSY5->G|rOJz&AO@#IGzP?c0S;Y|7a_P#ow ztv@1MRQTw9iYO>gQNqE{1`9H27@Lkr$F$)_3yKJ9Wawq-C??`rAvCL3O2LpBJ8Du+ zZr|RG+Q%!)W|e*-QM4Gi6~&&AO1MSoS(!7I>^k41L+$1ov@S}aS1nwXUCl8-QTjpS zKq8^|$eT4=m8wWXPd0A=d4H?4At(q1k| z)}e9&(9||DElgyyth8=1EuhTQ&RRa<5qu133vzak3P)~x3SCP4xVRKb?KjG~1!*mM zem#=Gw3rscv(ArXu_&bXk`=)TEm@#caEz*ma&!Y*`cV%32vksxA|TIorqT?C=pJd^ z;J=L2zvbK7jJ~+b>QnEQGPJSlI=KdEs(Svj$RAmP!t*u$N6i6%UUfcXf&Oe8ZmLryy&^kRn-6yA??y+ERpf>`ebMPJ+7H1SfFtMnxYgK^c{loLr{+W$w`TeLJHn|8>{o}8=HLXRJJO#X zNc=URxJl>z)`Sz!R&2IHhm&imtcJ_e_{bHb@6`egt=`Jt$N2j)hHhtV(c%5mUAjd@ zM2uqzc$P5V!tZOfH~LnO=VI=IP z{@Qvi{&6#S^vLIz*UkOq@cLkbJV`fR8%D1;$(J@`zGN$6>abhlKLH7-c3;XxDL@+7 z$VVHCsuE3lC@l#oPNGnz39C)JxiSKawhcCUL5P~QaRpsg+TYTOvYim5yuaC$i6Ej# z-w0k1VW%;|q-8afzlUgnwICLp5@aG`glKz=+7L9ZooI|WiX$2CB8q|XAPztZk^7F2&Vb=dgEouerA;joP6pfG#3n3*?q0f0J2 zgwors2Me#FZfG_%a5@u;%HL-;G1sJYM6OJ%EIu<8pC?0&&E}=2_f3M`dls36$!vA1 zqx>tNkDK|_^u73i%{B&E@qV$=fok3Qsw-iVy}^~iOukv#0h&GK)?%0&cw@*oou*|+ z!R}w+#G~q1Dat_EZNn1uMapq4lEqKl3Vle_DKESiaRg&F%+}GhQ@rClDl6C3pv@F! zio8-+INsS5nCCL}4x>RAPaR1)udbx5Z1IfETc+Qh^50w80h|uMTS!eA%dy`1J`qzv zii{=>_`MzGeu-Z#MQ$n28e6W{M4mevhVSJz-Ob8h=;nd-ehh9{48_n+yZJu%AUVX| zYL9b$b?h9c!TV2~#MSD*Mi9-jT_L=Ed9@u8*eQ@ie}V6-pTrFT;BeEeJ_6K^Hq;$3xz2e?Hg%PPjtT4!+mi&DFFxXtEw$Ytys`89-MwOFYV5si`7O z|LBrqo%&=ZkEt@pc}*(PXdwdZ!|s*PkW?EKY|u3qx;8s!q)s)|wcR!0wKc1v1~V4M zg?FM#G7L4sE?8~z`Z=)2Kpw{oxuqUJcviQBszv&r9h5DPIjHe01n}fSU;W3Hm zqN$$)UI4$+#(y{q4eIKVub!mpE?)Y}3Z5oA2=Z#C6|z#kVzsNcf_oYnxQb0v!nK2( zhpwuxuC0UHOe2Pdj6a}`L`o)g5ZkFJK$wXR4xAhVPLZOSLG%u3jQVRtjtv+vkeGtB zZizfIeLIdyuSq$taIKy2T(F%I7S_CLgmz5TcFXVit zBXdN<1YA!?Ws)j7l#MfYb$(2tHFhp_bTXo$ogD47@)bs`5JQ+Gr~Y{m)1;DqCzS{2 zN6}psQ1t<P2cqlx%0$=%#jrpQE~Jz+epM-B}b21W_M);iCO)YLj_4AKpH0ShLX zDw`yo08`jO;>XE3B%+|GoH@N><$6FFfDaQ$|BQlT7C4?#||)jlGqclg#q! z{pdUio`8YEL#u({E8If&BKfe7g9rU*(9%mewk(feYVE1*X8K3c^6AOITxwpeJn%;N zZ(OqpwjDZe0A{c-3tji`=s~92Sjf9_le+Ky1^AuWNMFNr=8D?6JmgXOm01q&j~_l= zgj{xFs?xsuI&G@@s$I`hXcs$7$77|7ImJxkB2Rc4XI$vkoa6Z5!?znPA@OzR5rJKQTGNZY#HK z=$o1lE9tKA36YaKLj!U#K->$_*FWHvN?$@mWi`1gZK8RLZ$83H$S&!+iI{xLqXy#R zMr*E@hshI0(&g>t97{rKI4ojHM94d9J3N-6k&4|XXxFAgV@IrQV#+@F$0)M6+{b?3 zs}JsYv3r1@j6nSDS+K;!uaDbms~2OT2H8{LvBm0kfk^k8J>B@}k%F$Lqv9J(54MaUz0WKlygqS2NSa7Xy-p zg6a2jY_K~pBis!1jhtQKH7g<`JUEX#(r?T73jD&L$d+c7WgPnl8l&%L+xEmF=Ysw` z2X+J?lmu>pKK7Fs`~x;@0aj;;NpzwU3^j#@%jhDXS%pR=|8$Pc5tV*p5-!f)M!uKd zL|F+;dQOwposf<8LK2=}glbzLI>e0)L189swLXc2MwA^F;9+4Cxm8_2rUz^d6 zCo6)CP(_v3b<>5V$c?P>E3k|&__xkiqZvC+a~z%(80Sd=23D9@krOMPtjJ0QI>%Os zwj8ykXylx%dBeWQpB0$aS%I*bMo?XFN^;%_tJ!8*n@%7HnD&eRqriXM{o8z^<73V@ z1K-9_NM7Ftz3&|xum{K-SY9g@p7aW)F>zsn3;HF?Bq!WUx{)sbY8)yGN3Hmcq)&d8 z(TN$KrezaeceEFgQv9|4!_S?Y}@S6|c>g4lf^lyY4Rp&YrUpCwxEuR#9izdh# zIbVjy9>O3Wq&^|N8g`{FE=->$zzOTS6!f!R<8OtfeUAtsDxQo5UCVXwEq4CVvZt<@ z-1#6IyWm=cy}yNRe%jv`#jia};Ew3MR+2v(T3!2vEjrmf2axy~IOyW;hoYL_o(ZRF ze`Ds;0;_=cM;CcJ_0_-PSK6!XJL}{|b|!X>{Uh&wZQA-#-cEbH6@%_$tl71-&6SPL z&Q|-}Uf;pDx3AmL@d%!UDxdvH-d?*tL{IZLuO7jVy|}oT0Ul2H>8A*t=3d^~HnYtm z(O+w+uyi&%>ohKt$MUiL^89>ubrjT7y@fV|yW^DKU9#@(e$9n#*0!^u;R(!N`-%T1 zyRWID#C74YbhfnPcQy2PWZq@e#ozVF$bVg*c|(6?``?|t4#(PFvw`B$qUSu#-=DKh ze4w8!5GMF|lwR1gB^Ob;K&;U>e#<0qmy|afdT-Uo-sa_BAgg!{lRx<{M z?;a=yfHz4X#{X;!WF=rAus5=T<>C3i_^FxMS^4;!U7Sn}ZDFA#B5jfktq1>uC%u6` z;y*4B7FjND3Lvt93ukO)*zFlRr3RIfuEPI*z4UNV8smF4&-JA5W_Ou%c+GBYFj&=|ItYUG zPTMFXy&(U08vKbHU>YLYHM^aAY@HUw9{&z7Oc%71)QjvDc0 z5hj@}c*wFJWu*PofuXlvm{FWVh>_5;p!onxiJ(L|9|0t&_wT{?uT20zAk?*gV40HH=`q#%;{~AZ9kmVaO;JQM0_jK$1E*}4zJI)?p z01m^UK0I!u~-+-j%Nn#685f4?P%o)zQ+qPXRnjhQauT8c>$3)Iu`^ zB?ssi4dpwVi)G#k>ORZtoa46Q&rX}Jpe+Lr3&s+du>u|y{K-iY1EfMveQ|rSK+3(F zRfvxF*-}&o@6}clxe2Hw17A%z4?$X&dKjLsUW=*tTlhmv`yc-`JxdCsON^LoqgcP0 z5#IP0N6?+z`dE)qB+0G26;{pgY_MDv>&C^M%8JQZoMEb|mSu~HM)^tkO=P@a_wSUv zH`;mV24FX|(vngR7Os|j(10Rxqk8RKruKuT4_1fV@20ccSXzfZ4_2oW`)|Allvf9g z(YNzAxIvf_F))_wvmw+Pg+yV6;^|2^kR?r-GDV4<>8pUNR4AIve;0Ko!j&c}lV_%LHCzhZb!OOfP&~D1A+^BlPy^-oLM~%A!naPd&!C!mtx#N``~V4pb2xP&0H+2nLBZ zLLTwZ5V;^9{^PX-kVo2(WKXP_nAIJ!WsAO+h@A;2rKmP_mXH7boR(X-TkV$kOJ27B z{jdF7>7n7kSXPIZ{yPQ(ynS^e41*S6_LS`%xW{OpiPKm!CJ#% z6&{StF8gj!duSxo71a)MG`C%HkQO0K$qmt`vhq5srk#MFbtO!c%q(^iZoOqW=-Wsa z+9WnGl3{B^sVU`3TG)dZN(K~Yl zB;-Pt#F4jxXuZSsTvDJ%Qh-)cfN?4;dw?}a5(z(^2&1w^0b@d>R^U5`P+`FKmWc3C z7=tc0jo_4&!{>lNg)t;lBUerAnJEn)0-U+YMKL9+9t!%rXg1Q9+5MNcELQ)eW(D)E z&!Zx11Wkxe8Y4Si$77H*xwe9?OSf7DGu4H6qr*Cb1=gD{eBT&F))?D|ul4dt%VDI9 zVa^wE)0RR-PWs8*f~({gMkV+keNlC+kX($X*6gP9M@;u~h2V%;kz{b#MCB49_Zn=| zj2yKu9NX9|U!-`G5@WWdDVFkq3EE#C>!`U|yrwi3b5tIBE_zpJ{D|F!(4=VHvu=r0 zre%dXnugk@+U8#K%etM1UGd%<1%CG2x@G6-O74PB*1O^%pM=COicdBIZM^)dlE_2S z+R?oiFQp!QrD)XHR0SWc5PWV{Au_L!PMIc1f=qa-f~cMB)sPKyZL(b_-gkbYlJJ6j z`jXYA$eL2F+k!b^unjMxjN5YR06{W3N_v5Urwzq+-4;gUx{JmrI4uS1kQ6jAssfZD zlAf9>>t-ebTm}rrzGNNrvT?DehJ0H;t^67+b6pBE$(KI)sUXk>hC_hZ}8s7 z%H3}E8Mm8_QF-gzi!(dg%Ad;}+LyV1r?1UyVs3D@^cM`0O3Si_+y5b$kTdk z8`G1McjQPyzlNtxPwh-Mx{NuzussYxSyl3iY!$yGK5hNnSy_4AN?J!6313-TcN?WP zj$N6*5-Mmvx(V#2LM@NTeBD6N#?P#5Kv7PYVJ z@8vrqnb*2xEnrDoCe7wtFt35*L#0_!mSa@5C3Z)B05_?GPJ&Mk4h| z6ihQ%5Mkl2*5!GL$bZQ&bA}uZDu@ErYKuyy^pd7osUUJxo}0J>34s(1XpLf^X0B%4 z%6+fz-quiL+%~7HY*(J zl?udC@(6XBgJXA~=XHKCQg4n>!#$RV;dNo?#24r>Z^wdyZ{fG_0OfGog>dqM2z`lc zC&;pC15;t$2vkWVfD|IoY*sdU4ANr|?+1f19k+}?swSo=JkS#W10o(8XjeDdWA=^z za{o_MhUe64`PKjGn6z>Dyvgj_O*)s5?f~Tx1MV^|S9R&Ywbv?5*R^DtE)o!NJ1pSh zjg6tzRb0h_wk#=`pN`1aZ`B!gK&kqO<(b^Ajb;K6nI1SS9jX56w96sUJ(G0=Lra9T z11!qgvE=vt7f5=dSHB%94T4K*5JJmR*bmt3;G50KJ_Vpj67!C6wt(fJ{nigwe+V)+ z1*{iw$rOkzQT1N)`CVC~i!1w-y||TkS__v)V{gGJKI7U2=Ep9>KE>_!if3^{lXrRA z>q+~$K6t*5PuJq&7gk#X!&C-z_900|8{eQ8C8BJBdSa>MC4gQ*5u`$jsRT^7fR%63 z9YZvV^AG2KJVOxvhzH);Ava^^vTKpN4|UF@SpPQGfXulP`NAc+R!;t3Ev*Ajwd#|! ztn>^uu5=66Q_+Nc7Irc}gT5m*8El)!AOu+qDxsJM2UH_ASvR8~w54EofkBG12;8Ae zVR{uqqJUSL$Mn8A`4ya#k5A1s5@b&T3`MBw_Y(;hQU~W&R3`L%{cY}L#bfn@%_9UJ z`|eY_BbPio`>n=mgd{M@Ydjg_s7K6&L2N?|p-;jMRRv@xQL~vCa#A)hC{>CSN(V?q zT<2(UN}um^HgA#FZZK+e2lyP#9oFxMH>`i8p1KZ=c>8AQ= z>Iv`t3c0i&+RyC|?vMO@rVFqwzyJH-e9L&^CF~B!DdPfOmC^N(mDCj2 zr}l(YNw@Bix7!d_H*!@qz z-eKNio3dN!o?y~=I}&V*utGT$=CU^LPeg^LcukP+b5pt9p^5^KuTQ6 ztoXSswnVv3%`74E1j0>;0qN@mF|9gWW@XlMTID6#+O<=fElIV2ZX{A9nuo=9n@&V~ z+F#hYj}Cp#IyGFIi{+h@6*I|V+F5}8zx@y=FJr4{hS9{~=5@ZD+-DZ-uhd z#H=M3P~|LVJ6Tq3jVNE@S7teGk|bbbRYp@D0c*=0fEsE4L82rJCvu`lO-hNGwlud6 z^%yQ}$2vz@K3uGjhm~I(-u}M4?BRIa5Z~qmyY`*i?A1H+=TNWlGg&W%Tifn>t}K5a zl&RRo`r-YkKS!T8tj#@!(*Ha6ZGfaew<-nS%o8Jo#h4Kx3yx<%D4H0=lm_ih!2+dL zhw2S;z`7psd;0CEClUaCBzFO(fro*cEd)vpFDk36i?6%B!sc3D1GlH?dI~*Y95Pk7 zm>NrWp#H(ZE#NW+9nfom633cAPfutmp6$zIdC!)tI#B)1UmtRhO#iQ5==#^@H*$MV z?Z=;IDWlGm+>(MH{iO4>;u%Q|v-0~AmlLP<>*;O%X!yzGuJKW{BdIe?-er;pkoG*6 zb782~$$4R@Nu(m-1ZLx-Bv3zYxhPB`8;tc-;<3oW%(}&ZB?{z?t<92|Y z<-4~L1U=X6-|O%)GphfWdPL^y`^DpX{Da+m7(2H+VfnQZc)mtkR-}K+5v;i(9$^T` z;Sc$G8^)(7U9dDg@e3f%DGDbs3`3}G0cHJ2gLN4)64l=5v4NTbmDeVn95#hm%epz8Y|gNE`jUz{+N{O^wW_ZBZ-$ zdFs85$G#3bI~zI*{uC`8l}J4h4f3||*WI}vIoY|n@j~k>FSeI|kQSWmr}Da8xq-Xj z4qK-3S3R<@_l6fGwuOG;jw1g_f1--Nwd^`_*K@bzhwtZxGu9C4IqK)8g#0LbKb}>F zR@jh$G${o+V9O<@2o58p)ykw8q$M#lnqMxI-!QORX{?NRKpj$Ffmtb1)`I0P6JskR ztUS7DD;QB2M>@RG@%B+t@j1rjzwNyno_ELj_QrkYj^_WoTI0`;0$fK(``ASohu1te z8zCf<_9m^7gfOX#|*bScq{jz;=<1$MPSYbf(_5sc64;mev-hY%m+~o8$n#1`lfN(qdsG?ojwC5LF2PO!T{mi<*hr z1&y4Fa+vDBtehlTzSR0bElr$IA5q74P7M<&2Nv=ALyt6|a)?jE2+u>ulw$({nK+>^ zd!{U=+vr1(6NliFKbR*W(nTJiWn@x`L_oapwez#IB-yVg^?3a`d~SENw!aUIQE=t5 zLw)@1?ytwTBj`^C&zll%_~g^JhvS(VUi1g$wYq~`=c{nNy4}UC*6&o)Iy`T7|Gu|O zvFq?359D@}&UF7fWpxKSObh<=&|s zAnzRCX$2Ud!0c>+B?hP?nH+oq$UTr4dp)wFbb9%y!TV!vlNS$YPVNmbYaei`5xNMV z@LhiS4q*_Dmkm(;T61UJ9%gklZfDO>W^x*Hx@b;kjzP2XU$Gua90WPY0M(dzKNlQW zf?g=BdADbD7jQ^GWH~$moUR;EB&%BF9RH4mjvKKv)K~fe%tOp9{cYP6#?NT zu`w9xb#d>&q#H6}s<|*!5gy*H!`~!tEu)F zy9hWurRS^;)2RC_z%5IY3D`-(Ng>IUz#;ec5aLOib}prWqKgl`P@&|I2|6|t$N1-5 z8YEkyd!f`y(G!(Fu27=cxV%5ttMOm0D388u>LrFGal%w1?7H_Y69zM%R-bKatO?iY z+#S(TnVr7;*J~pL5Mf(USvDH=dVq7oZX)Q5IG9#*qtcPI8Vc z!;(6(x)}UGTO|Gt7A;WoG{e*YP5J5f;&AZS^d9E2A8pkztF7Vh95oI`-!mZ`c5CD= zWacvGoYq3p56MkR*wAG(w`;bKP(mwq)u3zv^B5J?iw-w61eX^@VnPp#e}m#UF-RzZ z*bHQd9BK7eKa=H`GgF02S+#NSIb&f)N_lI&S;6TNDaD%%#+aZ=lIIrOTMIcUD%chq z-fesKkL-`?_mvs{Zpm5wy2WRkS@lkZEU=;~qR%IV}V@~YTL_9ocR#(w90^rV|@ zmwotyP~+I<(2eS6OHZ%w=5C+N}5P6F;Q!h^F9v5rG@Em=~fSZJtLY>s!R$K8ut3|O*^#x0C;^w_H0*at_>8j3ruAlwbseZMEeiK8V~J&~x_Q2kyLc{vwH5us*n8y;9|Ss~||h0m4N@P~GMc&;M9Gr{N8K1X&m>4jI5- zJ$2?2@He4~N_6&*b=#W0s-$PZ=`f$<0!!snz~iTF9tr*>{D?WXS-3i#Ybe9^NCDrd zNhtQl>}AJ8ZB8T~;V-Rt<-;}iTlKsfiZgBi0tRywZwyC+#M2lMsqDP>w?72-)xzbj zU6=U^Ez7Avz7wjj5J!q(Uo^UI?dKvW zo6JZUaZ10|^U_QmB9ms@A8#l*Jlgff_su-*pK{A{Y46H*d0Igv1m)$!KmaR4SP~Cx zVm)80n_g}>5L%9@4W!C5*hxtIaT>lMbPJRRcB{zx&vz3u+-NU%XGZp3o|>U>-XEDb z!&OLlJAxWsjsCu4db(C7a)(~?v4b5v|LS*ba&yy)A}9rJ%FF7sou`p!LMV^OF-G4M z@>WI`{3ig56=Hc*HI<2;jU^i~X_nQ&wx#sd-BxU#>*IG3c@_mAVHrjx(qh5EU5yiy zv+Rp}wgyg|^HC>m&GbtOwNXK!!h=tRrou{HA7nWghrk%naAe7?Cy6@KIz^#xU>#H2 zSRG~S@H_uZzN+KHA<8od=T)A!_v`fE{LFAlrGk?j9(^}mGFsQrrt^7m7nTPEQ%_)KD1;8hXC(PX{Hmrz&5{Y!Nzhf$n%C|p z2ar{X7nr5bD-3P~i6zqXd{`9G58_QAhy>`>#{C@=@MCBr@mb|EFom_QNo|p8rgd3J zW024mLhp@9#VS!9yfLbR*fU*8zRdt)j25JcENG0~{wQ_FjE03T8iyUR5+4l0(0N#1p51zD<5!fe6?5Ta>NAm>YJ$#vrz7wJC%{@N zo;FFMbLKzLy=Bm!m^=K?I%*%l606lKkYC%1wHxA^(LSn!oOzmqCbgA(;Jz*X>rlwP z5p|69?(z36pL^eC#lTqpz3stlukg+EoXKElw&@+#ElhiCu}jW7vpZIQ2+q{kzMY`k zAlIy>NiNU^J-ok2V#es*Cuv*?8QwT)#vrrZr4Y**2#?*SP*ug)F2!&n%0S>@Xcrp@ zmY+tdE_*^9H;W<75w6%*bNHay67NTbPdGYeYrrT@qanZ%loXpE+z-r*yeC4T3VCfA z4ptyUp#s^W7Qx8594nDTSRbMJ0zWH*ibduuaaZFnffx957D9hDt> zUozIe)2u&BP9L+6)%T0;_H4a~efsZzd&}b?ay0B}2l7lMlIwYn=x7<8-JUaSf|cnO zW=w;(LkZ#J33C_IZ*+Gk z5Zy*vpSLr2gA6|rE<~4I&bhhXqJ!PHutMh+8Lo@JF3-v5(D6NQ;Wy!=bnEm6_J+oO zMn=GRda4AbUkR#LmCf0&V{8{Z(y=3F_K551@ltP6^qGA0Plzpk@FHNe&73k3_)}b&~1u2c8$BGKtK;vB=O-57-qdNRDyQk(_N& z@D0vH9f{P*3F6lxDX^0@8Nex9@enVDcCQ$%8b|#}@3clAKJKsXXtY*em(i<*cJ7+T z>m1ycpJ)phA1*=WkV9;}rpMmA+WP_CzvKIBZQl5@z)T;27}dZe*>ikAYuJa8ZWiT3 zszphE(r>FlLbtlkOn+bdX0D3XE6*{p@3^ND);oMfJJ8>HD8+pX7{eK> zd*%sdhi?@*QY*#?$4-NO&O*7zm@2!QJts@!tr1&V`?P;JQ+%zCOWb#Ubx$|A{9C?% z2Ji=Z`Wjkn#@X#8dClyc+8wU{i?MTx z6$R$9@UiZ(eeSVs+qP}nwr$(CZQHhO&&@nc{$%E1(xhqoxSQ^#>Du4=0`sg~JP|}I z+6?h;hY(HY@Imw7IlV0}#FtDr%}^;>bw3HccnZ!j-XQP}J}sVu>R#M9$1)ZTWH=hNukE*5Y&@t6h)|yU8;gx130At=6vz+=LS>+SuOTg8q(NX zAo$?LEf0IV4xWFrj}OBKzL7aW8@jhx$)Cm?x>Fs~?}rvWjHO8aRx5VWC}-+-(jerm zMpL@5mzEkiiG|@`#E6VupaJ-tK{!J)5KPjVODM50n;UY_N0Pv4Iz$*YDk;d4SHd5S zeI{TBT@q?Pl|l1;zK_1w6zX;e7dz^A9u2>qy~V{cLhGnVz54h;Xdtq?^EU8X>l8Ek zvORP?zS>!|9NWQRT)_rIxfg)!%oBuxpPy2=9;!|@E6ylyw*1uQMTre-i9<(-we-#q z9()W7igGKFKGL$;=J&Fade&g0JUo*R=h$ba_V@ZTSkH^UhW3c_U!p~NLil0EB zq|LU3L0@7F6me}s0fSEPHToE4MMmvFYH8Nl`F%)>bw(>yVTafJls}-&?#)t%+qc53 zX3R%QawlFDkcbqX?%4O`uazo{74j&?_Ih^q_Ih`2cW3u@^X!N#wk7xtA|Q`cl$Mt~ zT@fI(G{8C_n!sOcpdvQjpty_#l4!+ZekKc$@(lwDp+Y6<5j6-hij;*S1pyEx>*WAM zzPY3%j^>ReX^583=~h!Vv+qVmŋcIR^kSVStWB+eFDHNC{*RC-rOuVpPtRaNP9 zT7xs!nhER5bGrS7p?dnO!+rV9mBB%jMVFP6v(tuuJH|^^$8wBG%4TMk`P4*%gm#=N z{VVK6?j(P_@?rDA^n%8eXZ)v-=7fXFU5#hXS5sMFP{N=XeCr+eRXhdfoyW?uW)#?c%%MN20`RNYa2W$Uuxq@b!D)(6ZCq=BTy z;D9TRSv4)dbGXDcHwsZVLyhs=?aAm#%ZWcf$MIuZ)}{MMc&ucnQ7|^!=Xfo}+j92h>%+G8_VVKdt9Py8J-TJ0_HA*M zi>~q2c;Ts^MxdwFadm?Quw6~@d4D;4g}(JRanv34Kpou#Lf$tfq+zAz+kbfK)uuEdHMQ4xbV?W7WMTiVl% z7ANnN94k*yDa9-!CxB4`xR#2xcy%@UphI5Ji&EIQ@NhyT7!u7=1T-AFKBP&x*ZCPY zbQy_Zg)59$;46~)*UglMzL2N9ucB*dcUQJHi|buDVa3N@lY zZ*mP-D?H@47?v?ObV!jQo_OdG;}C~u$Di7>-7Fj{l|mNFA*&cEJpdN}NUy7=PZ-^w zrRIPS3_OCi528@1*oq`qR5^FsrU^rqQWnEBDN<^4R4irLqGxC9=4g6fc;97XW~0ev zM>tnr_w=@Icb>OF^2+d<_sWqQgB4m?zHBOOq#c%2Yt=h?J!1q}!h5++d6^CXy#h(i zC)u3iN@_eWRJ>_SnPNpDyDYL%3R9a-M7!Dn9NA+r)d-IvUMQnjxK0oteW?M7$8|YewfsJ9ShiHt8 zdawV=q;OuLx<}$p(cV44zdV^UD-Pq!AK#7^gQ7R<+5$Y|T5Cp$$)&qJ_Iz8aRh(FL2-wHOZf4bcz zFTJfE{nrn1+huRlsuL2bO^A`0dU5$8;f5(PPGK@}i;B*y$a;{1TylrexI@^-Cdp3Z!WW#bA| zJ)Ae#ZX*sL3jtH;KiN*%g$k72>4gDB?OJ?_RU)zAg9gSqx2mx^*_st7Rj6J3DPJ#P z$Y2@a=g))1uykj#!@(wPdyA4!h`oD1#MM9iI5LwpIWrEl$tMvB*>b}P1x^-0#*~y) zhe@(7Z`?gsoi@fpy9k8z5#vLHN(2=l;p0Q7v=~THF2j){MpLBtQ>0Q5Zc=C8ZW83} z&I|I;?msce;`>hJmy5-A9BjWu=tzsjb(lqTdL! zbyX0~QB5sX*^l!7u-bItf9u5z@+#ps?gNk;keXe{QV8zt9J>A{Q*rENTJ_Np!}6;O z^s4FPy-4l8o|R-XYwmuJXM#6Un%I8v`)+1{&Q2FJ*EZK^ZM!)A=Erlqk6x0&P^OO-)Mj@hb(R!2_gA_-2|1<2#KOV{b=)Q{0zCb{ll zJ(_8>61E_L+w!L&u?)n^86|}J3<%ol7gW;CE2ph$2Zs~UkshEJ1pk|zQS5y^0>~k0 z2a{`oPvnP>3=`d%ws-_MB@gJk3FdUoU*3Ck1IBtpXyrP^We$GVtMzsL+EPVnMhRC< zsm&oGfk)hHMoUy$!niu^^dYOgk!M6_itL-hFR8snpY&td4C>R{oQ0T>O;tqKi$w@U zyFnh2&q8WKYC_1P_6&AI9^B;eJoi^{M^YF1PIP$YykS&txA*>|(4K1(%8t?UwCvZY z%0^)a`VmiKbV^+U4A&{~ui!{{97rSf2@$C)$vr^MSN6djWXL0AjNZ(r*1LRLULk1H zsx=-oW?|?=GV}86n%}FGQNDSrh;|LO&u-?~>{(X9+{4UZ-kK*INx{&nrj$uW9p^t! zXgF8b^BA=$D@FPnttBd)-7B`iFzuhrA6nv)s8up?EXB&JIL$GJ#q;E?k<2o!?eem5x)alVjr0cZUEC%m72AH1E<_XA>3y(f@DGyhay@w3yzTx2 zx5WJcF%1x4Zw{ocy@lIg)7oP+-D>98!AiYaL>k(#{9D{s>-tT|QQYnnOQ@y;ONK}F+7>q|6(e6IpIK81tQ2*RIO4{hZu7a|!jErm zcJjtc%>OE@BUy8m7liCV4LDx%y{1dM^r-+5O@|T`d${;UgGy-+*lGw4mUCzp#g1th zGm_>Cp|YQV9)e*pDtinDP-&+R7GG7fR%K-ltzRkqi3)F-_)n~6dfMTkj-rmCkE@R@ zj|NYA@tn%XtcD8T*JkWAT6F=FW5M&W2yDpB+u7cEXcztS;>fw{S?c>ar_}m*AW5l$ zo#k_VwDhgZGtcF|Yj5$iK)TBFzNiZznQL0;mcA?}s(SU_>{AuahJP|ld_ZBJxJD}> zq#7o$<&)hOFW66$<0T~i5*Co`HWm9Vp!NH!bM9a9)>=Iqz!cv4#oAVBmRh9l&@jE~ zaL(ysu65b5$~yA^ysrNe#;Aa_Py_Apq7$I?ykCR(iOz5&Y!dhM6&}1D+H^ zohKmGyWCmzo-HM*@4b7ZJSL$3(P9{8tY0%&=Nfs>*OlIsP&~f;@14Va1izl^wfU>_ zjE7@m5F|LVHCoBbnuV|r9+0=Jk9ncQAx?Vj3iJ&i2ftQgXz=ax%MQdpjTejM8dgNQolE@SI^@83`sAZKwIrgqf&!fhz6#Bz9^yJvSp^ zwTda1**3$V*nJIoDzb{jxQcd1I8B)upwx10Bp_rot+)>pm5ywJk1p1Io!bNVFk|Ly zr3{{$Hc{9O+U8;nI^}9BwFM7~DrL2eVvsG1$=a7p7ktuEUu;^={*R+ESia~KdKHsl z-NX^`B2&fX#V*5aiz(kh6eww;20!Ro4#=F%KA?pq8q z=Vx6GYXq0IDQ<-r8}PEZ_M^GaH2&~*Jp_R|dq6f^y|l0&j*2@X0hq4 zI3i)0LL^Y3=H5sI)*Xk+%tos%UIwUKTV-wQx1Zae7v2dI`*(AkV^0k9 z(=e!zIvmM@J5aLrPyiqjVO0mYOJ1G`6|FJRzMXqBTZCaNZSjG*x_cB?i_Q)S+?c2l z0(}e*O>TM#E0;Y*cm@Q zm#x`i>lHlk2V}`m)4k^(zY2ATzqPBYma2V!)m0|^zKXG)gao^H#^R{*!T&x7p!yi} z$F{26?)siwsrM#VyIo3K?~fo2$if=9UoK68lg3il!a9G))2*s!$a&MDFz~g7v{SIO;j(ze0R&=UkNNfQZ@T3L z!PEr7___Y;Y^25iPgoBTzgt(t<{A3+eXd$3Sjf@4EvLrVt@)THCVhxq9T=ov(8 z5aN@<0=fRe4%|wSZ6)_Tv+Kgw1cdi_8)Ux2JdTH09&|dS(nB0|*X502dxZ@YoY;GA z2M|#v94Mt7p)5l5ZP@SFXX&T#o$x8-jl4^P=rt* zC6U>~4~7C5A+JxXnr)&iSVhz=0XF*!MP``U=p!zrk?*#vSrJUk9-yp1LYz$3aA&X9 zF?8383MgV5tOikF!%H8?##pY-I=&;Vq;ZGWMk;6c)e}mj%lv5sshya0sH^022r}4>hLsh-(B z@pOn*u3yf?3DWH%d&?J8Zk0$<5Cs88|UoHBx0`qTc~k0A3Q& z2kbNUkG{!k9Kqc3G_NB8>13AjQ$t9{5EK}5k8uu_jY91_1bV0^vZJMt%qlCwVD@xYb9RjAw(k79 zU}$k48?PTb@~gK56>sxsSiwoBkd8T!kowQBU4l-oA_g=*f+HBX8^npjFneD9`ceM6 zf*EQX91?6KJs%W31R}E!U?$wLY_6hq8SWgGd*ss9=L0pAuO9gffU~H9qBdES5n$Ez z+A(>&i>!QzRyge3F+wa!Yv@?s3-f^!$e|t4UN~JW;YdDkt7__%%DG9brAy0w zt9fX%p!H+LL-nI&3@d56M|)xR*ylLlDgIS(x3}n%=yIWv>~hAfVJE7V7?Hrb_-_&0u!V3EcqoPR^);_)ER6d<7Tl7= zHGAjo6z^-g@6RSSst&Tu{cgNWBI6duZ)`CF`m>h&j{Ww_*ADA`hTJViVovXefDhbe zy-{&SGKEToM!9~ZwVaYtDqzPRibR)1_y8_+L~3fd5<#r7ji@ReC2`>sb)60<13fVA zd~Irke)sk=#m$`Ov*8D2M_D9IlCTTTdZhct^L1cj{OK`DBD&?N%LG z8rwfp!wewodrTVsWn$r$7SlW&G?3cV@|gUJ2%v&@zQl2vc3mF)#|LzF92E0Lv4jKr zc%;!bYI)s8nS>Af>_zqQ+V*i7S6&LV*a>HkAT9{5vlfAZfHfmiQ=Sp#H&cm~^xskS z>4hsi-0U@tQqA-6wL+-Zcj)4Wq5|z#3Jq%DLX3oR+RlM_%|=6Z^Vjf@%E?XK;LZqI(n#%8dUnPv<70(odqdz&T| zR$7nB^(ZubVprnMg{z~+!-pz+kCPkX_ztov2M#4$q=V_e;l#FFz$)sU686xi>l&q9G7&7$9yQDyz! z({7u4QS=X2WfBqk+HywHsI3J`6)73SJ;D=WSwY-1%H?BNHq&--xPtkjC(<~5r2rgA zM7O7wiHD#YZm0gA!S5U1kpW()$PDAAIl^xo5_MR?n*2a_L}W9~%|H@O0SQU52~H?Q zQy_1QNJsMQ42-TKszO5tCI3gNxnHkCn03)#*FjMai>pH;Sii6Qw(BZ_$RKZQi-v zjyLNuEGPXF^gZpt4#jbf^6Th_KIC>_>IO&4c|Knp7lHv?fe4T(HNvca<@=LAE1Dp} z!=j7)E#Wb}r#E01W}5$OdQ)rAt`A=$zI?6Zm*ixr26H<&l5_{o`5_y9Imdje^gIQ0K0b=m;p2oAu{p{ z^-_TWtw^EaaN*{~-eC&Q(8OB2u~dvghqFw)awuH`u2uPjAN+-LHkrMq6Hu%Py@#cy zZq=gRIS~UTM`2?a=|lO2PpF^PFK z&>4a%AKrp6C4h1yWYm`!T`(SEtTj`YhrOrK)kspD`L@&BbYk3PettaK(|I^ub?<-t z*e|ceeeQ;QY2DN9la*uBu!_phEEmBR&=PVd2eaGmA3KF=@W$?YWd!)u0yuX)Q=SDX z+XQ@y1(3Qj<@q%_+WT_XGepkI1I)7{9!5S+pSOZ(MAC2sw7Ps;5t z?18AWL+K;fvPI!hM?1t#@q(6nwDvQmHLgzp5)uHAJD*O9H0U`i%`jUaT^EnR_3GltkB+w;MZJVp*+! z99!dT>WiKxqW#Kx(XjcOLojhwfFM)op)3g!S_Pn*g;vi2f7_wQ7%{9x3a|(1Q#0{F zYi`yt!+!n+4NR9h3G{txeE(^a^>3sbyfCLUZbGXuG&gy&cbG15muut5biv=YTEs2l zwBGnLYyY_>-RWf|a}y$s1aW`6!2}NFJ6qyj^*dCe4exNya?S4%FMa5v6+M>7e>@Qq;WY+ zXFbx~S-m(^&x@7Xr@sCJr%AYOm3$re9e(px1A1 z`swMayzt@1@e?GYY{jsVa>YGn0cK{17o&+Cu0%UvBu-p?d0kx1-T7JsZf0rlH=ZNu zOap5Z-LeX9wbE1B58~9xmu-F~BM9s1Ya823J3vepSA6r)z%EAh%UxLn zrO(XN)^^=`-vfj=3z=&>QSy}tQ4*pcCMruOpI}_j-%h468!?FhYPf1trU!Vzvt#@R zd=w!nVIr~NOr|-QV3vczmqmCAmEo4Ir2roS^IkY}P#2FI5}_5|59iq(&)F$H$>Ryr^8pJnRr?kE{uuG5Ga3*uS)Mj`Lq57e~U1Ha_d8 zMcCKw02zD6Re`DdaCXq0W=oWFVAXf1Me=X1eB4(4A{A$i<)^1fdkzhq=q-97R>XbR z1r)u1IK*60sX_wqxd#4(ov$myaKSh5AW081xA^AKmkmg!O!I^j_dB`}h( zj!oWyuKZbkQn~=g_lk(70%6~aAM(Gj0GkkVLagn;SYO%2a%Kx0TcdeJ{kLXLA(9@C zSB?B52R8Xh<;b1%I2{+SnC$=;>vKNMQnnZ3YBNnyrt*obLI>HvNa<4*$R&-zp-Y%k z7OFP$Kw%Mt_sP71{?Ye){&xNa<^mZ+L5@9Kn=xcn86L^>FCmN0vt|tb`r!UTkjV?F zZ4i#o9#`y|AbjBNpp7Pon+oV=dcbo_rY6j~R3n#qC?MjW- zi(HfW0XSY4G!#W}yCB<{ox3WXj}A@Cc7E74=xsA;r*=_!DULE4Y`nwniXcBKkAOQk zeB<$%^0K1wOvygg9OAjJVHVKY70omRz6z~m19+^5_6=)Ri;aFmwi$%w@<&?-QR%-i zO?9W%9f*wx7h)U=G-z%RQ8#Tz|1+W!`_1m6d@{}~C*r0iyuu5^Io`-}7NjU-y2nM4 z7UdnT6Q(ujs7O3VFMEq83 z*PHNk%PHaUq3{|eD74bmFKhdmojh!Am(vCvdgodV% zxGjm`9mHmo+kO*n4i>6P+t@lsX<9A+FThjHj0R( zzin@@Y<;PFhIVo9fL5ysD@ZY=`;tm%6m)RE)5LZx(Q-^FzR;EXJ}>xM1>Rk#KK{!F zJXS&TYH(=Dk`zDT%aGYHLn?X(c)^eb{ezIeewC2I%T{t46CG{p4dy(V2jB+He z6ZvL=8t;Z21u=cNl|TrUo0pmD^!=PYXP?1`P&YGpoF|=yk0RU54>MY^oTfuKyW=yM zH876lg0{WZVkL}(+}3s%dH%p3oFC89^`x60MC#NLd(i!dt3dk8W3X5Rnwebet5%i> z7hziq2rNn$P(&B#7Hl;oBo-dxkD|K^PcD`op3L+4r~>*mqR*BU^YT^Y@>$xbL_UJ` zs0z`N_B~89wh@oyL!DYoe9xt;sFh$L%Do6~Z7Q#!k^k!SjWT5)m)9J)=d2`2Skl=D zr8T#r%!ScS)iQeX()ksjFpSxn4SM7AQ8H1{xhC<-SxQntzlYOlRLNEi^K5fejQv>V z&rV}1{b+ll^zSiN-WV*h&ta+*Gr6xnKFWYA25dZ=RdC9oF}V;KR?luroFk)~M0v!2 zOT-i5?m)3@lT949b9G8Hq_u68qIFY1ZIe5uT*-tS=hRYAAT9wlJh(yYjY1?U>qF$` z`oJ_4n7Qe@FJ5Xz9y7W3K`Z7(Gs~7Q{tP5xmfG;WGpI%`o?9oH_MfXhN93I_jF?*F zi`~ba@aLt{eoBX^PKzZSd1T;xcLHy2wd%qd%C;w$pC=Euw{?ssC%uZGN=G)4gFpyo zmnIPNM|(}M>N3CQ%}$ase+0*gU@Rxaa}>tXR&hd2`8amv8?iGf_W}h0TrZ%7bI0f4 zN~Rn_rB#I|>XgNQk=V9vi^#-4B2>mYNU)#|ZyGvq!-=MsP`i{p<=^!?MOYIl(IpJr zI;2DDpgjwqFh?aD_usTYDW_BK;he)_P+3WA*h(mvW+WuD5_b;{V&b=>#6byE#3yZk z-kzd!&FO0D?d|>I*PN%MPR&V7n1Czy;@*T?iwg@>YUb=xUhYTv_xznT;>MmlvM2X% zXi#0Z0=W(uE9fPLy|^f24wu8YoEg{S0F$IJx$L0k7m>Tvv6Gk$g@;4oPrYE&Be|ZU`Vckt?0FAjfT0bZGNpk3 z>FD&xfQ(4z_6qYM;c(;zq;TrMom=w5T_KcjZ;(*L$=Df*sW<#E@O>k(EBHO`*$S+z zsG;kbVMH57#5E6w26_qKg2Kla(vU+h7O70Oum;DMLJo+Nk^B?rhpa%w z)W46fq-Oo@SMAoZrjtjvL4&~s^eMR z9Oymi&>E}5lii(R33H;b#^5C?T50eQ<5gLZSL9~fBK8?kKFn!7iA!(!_JouDrqb2g zE!H!?QK4K6b*&r+i5j_OUMlsu)%{Ljd{SwNERxebidZN)%pqxVTQ8{XQq?%$o=>xT z_Ebu5GPHCcbxW`6;2|q*+=t+9EyRC3Wg<9J^hzzmizNQ`yMZGnFz6Y-Fkd^!!-_g*sw9-+C@O#k|Gwa zP5p=>qdD%{I&s)kEzQ!Gbi_ zL%3h~MDrLY0ld%SN41^QIFeTkmw!j7_nYe$%mVA9>Y>t@`NP>OH`<0qW z?b|j%c^nH4jOXJfs*y^=R`oOw+U^wewjt#_iXE5AB*t@ZUJuAxV_>i!@iITcg85BSW)Hksdr(jDby`lB@X5-ilHriQ(n zd2*A}}26F(C4WV|_0xh4bx&+ZW|BZO})Ne$%wL_1pFQ+%+Zm zZB=YU7i5L;WH*X;D!zPb_s`Ag3I?7AbPD5Y?}7J1H^0tMyNrH~?32h`FF@43)EE73iqmGYs3Zk{EPR-lw96#1fZpA?h?;NZas&nkD7CMaRf{9)upaJ+EEz{eN?XS z-X>PmBIa8j^%>{|9|{?0U_WIZmgApCjuG8^jA!XXytfe7Fzz9i!^VBgmCQ%z+o=&V zs_fFhUS$bFr#brPp0Zhk$rv}QZp8~mdaPd><=$4F1?LLc;`GkboCJD{!1lm5l_`(g zI`!K@icUF-J?1z2_K&I!w8oprkBoJs8=)aVhLsG{8we@4OZ0aS_o;iGBKI0AgDLf& z@1Z0ZhLvv?=1;g|pVwW6g>#zjE-t64(3Z_>MFwJF?pgJn=r6ATRmuj7>d-FWs>YD- zs${gaMcek~muj2pV|V6$@Eo!%;o=WK=1t5 znk!cd<8n=`uYQU|hE5e!)8jGkuFi~etrvT8)w8!dLku6M^jTtW@{={)#438;hjN#? z*>6tF{ci}QOwX-F>$9_+h{smtlh{P9{aS%98{2> zGrh)M%C&?P6nCeJKM!R{^eQ~BClF2vzRX_6f;Dqa@% zrm?lvpF3ru@jC*qNL^Ap{u!V%H)J_Cxun?P%?Dz1ke*Np*{pQsvCpfI z^H|bUBsrYoT!3D0%4TGG(My%+f9e+!mQqyCWRfWVke^?oB3i!RnpsDJJMZQ*R{xlbbDsg=1TIo=8hw@V#dAGVoN2 zD*wCCttZ7RT9W2*kn}Y~nPk3|AFXcOFi(3lb3BGR;uh}{Z1LxNBh9N@;pW&!89tLD zjNRa?m#A%TsV=89?6QyCFxKM8q&AA1irEtHJcQmQdtL$)gEbZgTn zNtYt|jDq`s=#fV775bGmwzD(o=enScda4__`vs?@Icf#ML$~3fxLDWZ0)U>yEPLQ< z2E1V&gBIoOUb{T`YOrx3(Mx~dv(=9WKdS5RzyrKUDo(?4|9DDibWd)Vu_`C)L2HKK zYe(b}mQDPV^M{yaYx|Rv@1!<2sb#ha!=kt1N{6RW`-F|;`H9>%XJ;9;vai&QeD^o% zg9W*L=v=Qr&-qM}`wXntt*b-eCxEFm@9pQCIO&J)R2xE7qQU{PeJkqYuU4J%W;(kI z=pyos+PV3Mao-vyp?)K`zc4sTJx$QhK#fqS-6`u&*iRkyAk5 zcM3a#z)ecg_I<{6SMEJ8w1C?5@9)y1ARZ#!h8S?tJ%Y?xPyP)&l`*+s&Zw8a2hGyE?XHotaqt z;ZJreWzuhYt04`(txn2o*>%m)FZ(n8OeCPj5|*+p8Iy9S@6$??Lr3F8z8uVKYRD|rQe(pXsPdCM{~Q24I>F1LYb1T2MgP5 zCG95@hCjUiosT4JAUkgbrwt&wpzD3S{5T9z91STSM>^za?P65#MXYZa_GT1cEF2B4 z-mZ2?znO)e@IL%U0~kNNF+D6odY$bJ_!X3zg`dJptSHf{@Grf0mhq3J{VjFB!4`M$ zzq~-QkH4~a{BF$GyhXc=cb5CFk&N-VAhiU!0zT--kH6q{uwI;IkQ#Ho$pV-0V7GI# z*|lFkZ5kye>CxHOd){|nM_30H>^!p~Z0{>!v%T~$1+7AYu&@5Ci=Io~n~b|Wzn9TS zjHl|kkgarWV$$nMmuA(*%|0y8hC?UcCKqZaDCQ`PFHG|v%9f_py81Z2;kOu`Q1zB6 z^^_A>>GjJT)R+7$W6^C%ET>mB{qhcqj0P7N7SqyDiJMHdfL}jp?><~>wbpxtW7hkO z_A-%%mVxM-Vltmy$ClIatMQ7TB5CP;rRRoQ2>MwB>5;W4(Z@HJGsn3Jg^Z6+rpbp~ zc!l*HP5d}>VOwi%s}!V{F_tMv&f-+0^Lw5PuLm9_(M{rn_O~@CA1!vSx)tAsSP8Fe z-n$2^0|FSykOzFNWT7euv=4lmd@)ced75z_LLVhM2|Z(-fbNYycz4*}V85yN53$yV zREKY$J*VrbM&&q*?E39*GxlEpytmP4hpiWfO;<^_sgjx?hhg)@Ges!2Cot&wTQi$FlZ{%msalNWp@!~E#^MpY%Qo#Bmn?Y?HE#0<1e zp1S9}diT8c+;+cyJnTSoOG13+eaI&D`ZvrzC(NB#V*j)~f6Y5jzMdNRhOr~v_CI=k z5rK91<0bW}uH-WRh6wHY8obp`_Bv_{F86lofZ?qJ`&8|U^gz)RUJ0*H^15&BhKMI1 z4GE&($D{iec3@ssu01i{@y0IXu`bgvCo;={BFgI<=D|hznbQGp4QW=ggXI83?s3P{ z7o9vP!eOv%B@QUZ@Zh2i2g=yLNfxNR3-sUTZeG4k5yn`R5`H?RDs~fJzk#!G?%;)I zZmqJ8q$&WC^XULaVTTr9rM}JbhfC0izasph8`rL+C-N;8jGd*Dpb;P@k#|TdTP6-q z!OA=+_fRpm9E#;0++FLG3F+2cpF_?S=bqRhnGF#BTi@nUP1FyO1{kRao)Mf28r$ovofkPY~2lYX}pS{ zZMsU|w3~{=dEiJ8He%tASq?f~-Q0&4wt3}xoSCVV`Q2V1yewH>eMM0ZAZV&O|E65v z??VR_1I$`r8CHXUlm(vZ2fEb;rklfONVz9$7i|R!b_UMiSsZ0!?^v zL0?W=zYFn8;HmSr+n@{i3*-gw6U?m(TS2t!$JNiw-!$*-vS(-@K7`lQ$QG2w=FzE)U?mjV+{C`(5|79 zr29Iui8)jwQ?Pml0S(Krti$5)=*yskDXGa-0mAlDdB)?CS4_rd**g>SXt{erMrm1l zWCnN{MsbP2^j~He3!1s>G^j*O-p<0dL9_f5C}vv4MltE^3d&6>WD-1N6 zLwc%2R{uY6W*C!Z7|~RPfV5VKQGUdAU=@8Z&YWO8)KzHzBBcky1-Rm;32h2P=TOBm zWIEhu(9HjOkEl7a9>X{!Ad)G2FYN7EWFG7h*hH%a(*Obqau@T+Ixfv(o%LOJkB7&S z(4mCGIa(r)g*)_~kxR2{rD*-}-O!U)a#OfV$d9Iiv(4{>>Ax!zQP34l#_*~wq(9p? zIyvE^bwYiax$NHIughGyqx4hIQ@94bubT||9Gh`nVEhbM=5C_WU6CcP8@A41k+WzG z#aat_p4Fh;-9=DT8rP<#BJ03f>7#wFjHf7MuqBR7R$%0|?EMkf0e)?qBv>IYl-X#Z zz@B&GptSkM+<2h^jeil8jebQU?1Tv$0mhqKcaC7#cp5-@d;aJ(g7j+j62w(eI=y(Y zPWEY>+r{6bT9azLPTgrlg5+MPt<78j5^GbqIg0b^mOn&nfOm*0(zRMPHC8zE5tL-u z?$0!>E@?>QD%Qw@4zbzfa~tO@%O*|j8*>Ds9&R@C@Z?LcTkxa>*o^v_ zB0a9RQ=+Wn+_C&{J2Q(QktvgFef*I7OkhP8S=(Gs;!^Z`$Hr0b6SYW2)GdRZV z3Cu~2o;64Y7BTuVj07BKTUZpW|9Q^Y4qRIsCmce%s7B^YE9p{VIL4}EX&#?x8j~DK z`k!Faby@->LrlmFh(sMBBiV19StT}(42piZJY6$^v4Avu zXN4@L#NJtZu?6d$Cah|N&32h{#@o@jjjExgkq?%L~+q`~CFhd2C^6nq!{^Kma zo^T5fyA^8xK8hK2#;o{ezq2URy@NB0JbwR5uZPJh%5-8|#FfR1PO~gBQ zr{m*xL5rnjrVerI}?} z9PC@nYuNB6js^QVM=Z>^te9Yv-ZqwuX0%@^t`v9L0r^*nn+0%1ceB#u_>CN;%V%>E z+_LmOQ@D&2Dyg{S%Ou8WZ5XgJQli%Y4i@!KD{y<2G4>QPDa5#XHZVJ7yDORQgPR=Z zgzfl7yUyxdTyv$Q%rUCc%~5iKljPW?%Y8>jN5&m*?yu4G?MW|CBDGQ(LJ?AtT3nT$ zP29dR9b1qm4(`OPVdp=REApSVeuC(Q0}m{NwV`mx-d$%B5=(h&ToQ|&cBoY3)zZV2 ze$((TNk2dUw|sDm|C12S`u`(DGyNyuTPv>KX7De3$R|+OV01ZyU!xI!3WaGsa;tKd z3#na8oB^LH*U|MKqUSw8kk|WMo*35aa%UExUy@qSC^|J$2-Ds;k+yv^oJv@|s+d~M z_2(j>L-H-&lQ6|gFgOJUA91^wCqM1Q?9P{_-@lbN+s?E*{d;|HXc$D7B5T@}xx1?M zx&m#7K{Nqm$sIlcC5ros(hy#oHFka%}1hJTVYbTLNE_y79lfMYZ>h@nWKM$ z#ZI%{P1$pNJ3P*U$;?yikvp&SacYqM@Ejo*4Xlh1;9|pJ8JA|AdL1iH+`m zINJ2=^#94xHru)Kgj7=!eYq{~uykFt>oh;Jfwy6W5i^4a1(7GHrjobUg%2YO`-}(x zW2T51-^&xHlbJdh5{edIng?rDVU#zWN}IM~95*sy5H}G(B(-3A&$LE7bG>k3Ef~)n z*ZkRi-FbDV?d2$y$=;C3=1@jMfB-1dC?Q;d;><7 z1UQ!6Jc)%J*kjid<;CJh=b^HF6^tZHGX)5LJMdN6h*p)xY&=>)4lwfwaI(bCXlatw z{vgKH7iL=DoyATD5g8}XYejH^bV_Aq22BYMuGfR`_iG|xxS5&GZCMwffjX_XqpqZ0 zW{cpm{)c7Bm8wFW&G9zQ-5o%fn6GdDSLaP|)hK}&hU6Oe zFX`@YMl#fBe~mut(A~Hm@SSe}+pO8D)~{(*m1X@e-Vm+5;U*Z= zzCKu$U-Vl}h-^NnOP`4Y#DzZbmB0_kJ4|(;gcc6vQvYop?fzHoAdi}K)ZYLMogha! zu*~n*criLZ94LKq>_eTspQGQXq&Q(deAEa%F6@1tKvxJ^TNEpSZeASfg23HDb`Hc* z>j1K`;C(vGlD)K?fqEV|Ut)5B{9kXo0B{n$S;{?~HAvd{&oilxsG9>Fc#?O#dqdi_ z1n6-&AV>L1+#5epJKWUp9HE58Bf^;x+sluFOHJMy)Tak0v=s3DfpKBcmL^=-gQJ#MSM<&BWrT0KrKNYOs<(LJ^= zz@5X@BJT_U-e&MUs4T4;Y`we;l+Gx6N6dTK@&H0&#gb;eUZ2JZ`-J<12tvYL%Gi`M z2zc<`2f4&Dn55GQD`J+#x#FTmaoP_&W~1BlA&l4ebL4j*U;bR+xAEIq!8gQ)=ZZ#@ zkf&C3xt>W~_(=n_W<1Xc@=O_@v<+EQp=3804k$GP2osC0VVS-WT(GkTG8;mtiy}M$ zQYX3loZ`U0B(w9dYtp=i-(jdfBtDPpS&5w%>2{~fG)@QIWj!c zo%UutQNN3mrt;m5IGhGXjlkd2WCG-!xUY^(|M(L56523mqy_$fe}Qk=*`P)jk?xJ0 z0$>kh+rf%B(Dora@ZS75F2M|*8@!>sVm-*R3Edo-Iy%}VMJJJ7+S6VI25!;q00{2G zyF%m;$~xL2v10FGjT1Bs>u#xo>PB?Fe`{sN4Zc3~EG9wYunR>!DA)qb#)anu^tYbC{nPdRZS{3gG3o8W@LpKlDsL@%l97>cB4)#}@Y1SX zL+_l%#4!$M%1jEgGfd;JO(d4@QznX2xuPg{aZ9Z1_G++Pt8+?mUCzrZ3C-KM$yPDss?be|SZ1r@-Ek#N?GY zd^e&t9Ew^DXT~0G`9~w9Eq6ioluVg5C$FIyc-esd5K!Hh^7g=NI)@pGsKU>M&>JCFEy| zM!v~66!2@@(C?3grzVzRz40l)IR#FD<-78~YLlG6srogls%qN>&_)g_yOc!aG@_HKev>yHPWK+-(sBeO z5fjE=qaIYwVT({(#AgcCyF+jf5bQfS=N`N7ynEm8t+&?ipF1h4{;c5g1VQru)ec31Aj5}Rvx18&nc+3jIScUYNdYgqZ<)*k6n&7ooi z$r%c@Da^MA6?!K^w|r2?OSroUpIUv%;=c`UaY43I{8+~vM~Y99vrC97rE|q>RDreD z=Dujr$@Y5Zsu^=7hMnkG%{n-#AxA4JpFUOom3bGa#}Dr-GWyBvjsj0t@e`VOn0hf0 zwgm09+`fF-&Xqo}p4FjT%Px7%@AT*@pkhRyqpb=X1@`Nk>8Y>;diozn!%~3Ly1Mu# z0!sQ>dNzLFX{RJ%`+9;r`KdSBhaXFYX%DZ6*Kv>N7ghW|B@4skHY(vR?UCX4*Sik} z!zb(xV74LICTpz8!PA!!X-y`En(Ph`;99WJoFvwy2kd6YXMb)~)};N&w+C)MCFL%g zy=&7Q~pjB+!the~=c~0}KKv3iB;{EPEKHB#T{`*#X z9ES&4p?;Mi7NN~b1nF4A8}L&RpnEjumMsIFLE!=6kNoF3HUjao!Y%20_ryX^qh5SN z@0LP~gjGmSMUO?j0^D#X{eO&T=+2389Kth}R%uXQy}&<|qK);~e>oYH-xLUZ%Y-^$ zk3FoR`zS*#bbqoi=Vp(plIsPNnDtJRYiiw~WH^!-9G9CK766z^m}H* zTlU4RMqSpaxbHzq4!wCWKk*7&cey!-^1sO-sKKa3_CY#}JN0umzdbYA>-F3q{Ia}5 z7mNPkCavm4%+#^rG{5YMw}A!4`8}FkJmZ`KDoouhlg|A3WaoN!13T1{-7p)1vcJzV zGJ7x@s{o=C=R->XxeHxZtx>@AdVlmNPma*H}Rp=&fM{A!Z@~3nEp_D}r{pHTq;E`I8`A1t}nJA+3f z^*-?IC>spa69n9c*k+?LN!Z4^_t4zQ)b4Aa)8uQ)5H8e#rFCI z(t~`k_#Ivz65q(P`tA!)wk@J35c@I~aSHsBZm5a&w_PO95ML=|-LTt4k(4kq!L_@` ze&pKrdce%_Pqh&FIAx5lev>ABeL0U$6Miq4HDzvhR{o5h8p1ERu-LU#>%wmkF_(Q` z>Z{o3+W|Kni-LN;f8%o~u-q%aXxQ3-|8yx1E6m)hB_ye=f~J zneR*9u9juI$?vWa-n*a8+|=kBw%}jXS7S`D58L#jUab-A{iH|$S-*7!2swhD?vpw` zBU1_2L<_%qE_;y4IPApbm1hw)qp8J6)JMw56Vi{Vcl(YYGq*KL8&i>y$I0&E^HE;t zGcK}H)u~AXYCT^Q)W^le!Eyic$ERoCEncE+l)QGuG5O#u3lp&W6|5I7pOzP19*kys zEu_?LfsL~b?ulEC)#B%%p0p}i0w|W2Wg~8hl!!=uFBJYw`=}n4rIhv89|x>Xc1>SC zPqlKsOrN9sVmfbaU~E#d$4y+hjV~0iUF3x5SAX6xw0|r_SyQBUX#ym-13w^%j->L=MXbkly35I>wTXl?lJ(-Za zK1Q>nw$nI8=az7~nWu=|J*MMB_;q)L~~QQDb$}xozxndo+rz z5X5V^eS*~3xBO~G`U2R}{$ldQ<%?L^6;a}6QYohO(BxjP2iV)xm!s=}@!BjY%@xCK z5pJ;C&3pXu{45#aqkH0Sk!I@VPcIlJ_OR`KFvn=A;?cF&>zOH}A7!sk;3Gx@n8bE# zo4y*7hYx7+A}E~@p@oKL)v!QWu=IDA(qY%Sg;w9);-b!z>ITQJ3d-k=T~0JDQB@Ec z=C*EvZBcA7`-gNSM+wRZ+im2uE}xBD-o?mF4|Y#(GpFGaa=ld^@eGD8TEoq5@dIDt z2tPRC)>s+5Y(+6eLE2G%fW8cqOtB21cEa&-(x01xlVL%F4y}hH;#qeFyk$_3H3QDN z5JiNIMsP~H=Jv~#H7et8$wd=|j~abpdezQLk)+c#*I;>|MW0bv0IijpQ-Iz*C9ip= z<)I{vYHksnh;4p=ORrm2kjmd2cqZz_xbZ-9KVuZk3h`EPDm3?%{OgON9o$KDVb6w^ zMRBCe6|4H_JcUsaV=f!z>6nsG)#Bb6r$Cl^iBZZ0hHr4tcx7rjp0$$S?*=>abVvKg zOv%4_nPxolb#IFKiRy{uZzkI_;hgihiD2h**h>&+L{ZAk z{V>7?vgZs7hG(SeS2m5>BV5eeR|*YT#AgiY=%jAY9Yk)5Iu&ZC>Pu3}4$rWH4<|WF7^XCMWETd+Y^xvP* z)|*O{+Z3}&zK{GwSEH%6W5*>kH&R14+$LiZL(l&LOT_U|9xbYZ+g(enthbFdtn~V> z0F9D42z?`RN6O+LFeiV;vjkh}Gf$hotlfR6k4}NQ9Wte!BTc*4O9F}?mW&+rZ{wqM?UB@*AG7n<-U3}9Otm!|5=^Y^*UAephTA>2-nOMgTnwnj zdo;?}$y{KH%(eu`@5jn1DW0>jQR?s@HZCK;&UPpxY;E&7fXX z4tnVO;+^)Im#nC&Vqfw5x1gOMWJM`elxdm^V%i7ZLB0Pq-+#)1r0hdmSIF3IME9bT**Y5i`RX5pks^Hkd_RfJp ztiK_~_erC4WaN=^aP5ng+|#Td8?|&2_}MdQ+&MGafQp(n*|?AGnTNRu@i)jrNWq3# zFDmaAV1w>u2JKfrt}^onu+EFmm0z^~d0E9l%!w4ECmP7p3!nF6_U``W;alRxf?utdfdv@FjI8Ly% zl0bky^-?QMOa1DO$GQG!niK6=?@-tr9f@wptbLXL=p{KM&SD%(H-?uYsuL?$5n=pf zL;qxYl2V~QUgvVijyS;6IGyU7FcFZEXGfX+sx#c-u6qLiN3X?r)AF=r9RJV;g0vLA zgcur=@Yts}JZ3!i$8{=@S+Q|eUn=AB-PAv(g|i;A7%8osvbIm=&g17{sM1zPMXMO) z8+#WHDxee(Gd_Jv7M_Y&wNmcK2gQ`mpAK6(G+C$|-?QIy3QY#Je%^~r=eI_!z2L38K&z`J ze6=ydWVeM^pe(ak0{O|@#V{cxt;X3DjK{Wi9b1@^)5>>kjMC8}n8z^H$jzVy z4IeT+C7EoCM3HnB7coqzpDds{J~~p8r9PFIL%BA^wFnrex{GW|+`f)sX+Jnr!6_a% za5xwYN14m8^#sRnXlHn7V0u%%@YbSA^-xdDv{MOb2|UTU7*eUiQkrq$rQGf0 zHX-jvN-F8~&eEBid@K6CE3HU>ZWd?fYclSSX&SJ4vP`o1;e#EnD+=~V5~0g(c(G!S zFCRyl8(b__LN0k}r$i>dm%6JiJ7r~2&^C1)aS-U$LvabipAL$&v>Vp6j$g8>c=usC zD5yE&W1qPSnW|z>6O340gj~p_L*6NW5cNlfUJU~sORv#E+J2^fi~c^bHS_Dq+01KP z>~B`=b!jOZc}IwJV%@mO{bMD}Ji)wup`_#H^!O_*JCSq#+OtZgeQ$4v6*+?2ODMbJ z-gOTvC&L_nwWBcx=4-Wm>VfRBPl0RmoaG#GP@1A!GFhmW6>N?Fa&OKhxSH_o+de2*DtrJ1AK{={9U=AYDQ3T|IM7kiHljc^L+Y8 z;xfgFO-&CPx6`J{S<0M{q}HUE6}m7HQ~Ue{@4;2o>$T0>JL&x~Z=9hwzPC7gy*c;u|`m5AvwDx|^-44`)`AovL865w1boAROXVaN{HhYO*Y1%En!JwfG0 zm^5P4rEH86Z3=0*SQoRHJevp;0YjA53??K7Y065Evqp>KXijI)Zh85?zYr3ru{T2CGOwHWe&4~*AN!-;SV0R=bhxC+?|BX1LuzbgPd#@x*qx$R`A=|0J$*QaN8IPCm&cvg= zym~V>!CDE@5Yf%ow!mhuOFv2z$IoL$y0vxdabscE%{BSQj|aYAJ$-!4rAZHOP}18enk^|$ z5FaX?o_mX%kA+F6DgjV)Ht~fgZx(8Jj=$z*E*a48(X8XF1 zcPT7>BkGNPm9=dB8@DbunZ9kNtBJ{by|*IBjB9uMWs6>y)j=%m^!RlRj%?nB9%3&! zjF0L`cpTSAZ8VYMM?nFQucQ6o&%`j!Z7`3z@*AU6-po)cD27JXd~w7|94@N4V|KPz zsecQKju6ze(Zs4{enxw9t>ivb_8JKtAQI&QQL!g zW2TSy1#b6Mpsqbx!b%rwk;~+eNm5!jD+eIQj(huCfPQAn`AEeG>e~I~V{dslEJKDK zL4l1PtHpHOvoYe3_wE60CBccu^MQNkYTM0Z#Gz{A?Alt3_e#S&;PIZ(X>>Pa^HF9a z(AWLd$602d_aY`Uk8nT(72o<~Vk{>dvCPbBm*Fy-) zjDrE^k;-+;alJ4xK;s7H0jgm+Lv}@mF)7(XgFBV@^QNwQ2CZ4U02=5X=P2CJ6l`H5 zubBf$D3|y&8Mk=b39{0j(|6>~F)=+oG!)l2g_b1AK#ShsrR9w~^skn=0j;I(Zwvy5Q*;i*3o8x=2uGk2&NaRldahoP&eS z*HL=Bv(nH0$=l+fLHVd8JZYR@iB0`(l+jY^<@@1j#Yn68OT!ff$72+~aDSYIcv>UU z`Xkkt5$g~15Er=sMihJ{^7D$5t4?n;nt_UC7h@uTjiZh9MxrC_i8eB7;027S0c;|X z$f2>8=-|qzb=?W`G5aOu3PLXoWYX)zZ!&hsaNC4H7zPw_Mx{&*jJyGHAu`g&FGaC& z*=vTOj&A2fv+t%BpmoHD36E1n7Lcd&@@voXX=@|;ce}k6{fwMW!p}|Hw%F- z`eSd5W)3dtYDZjFA%n@M(4XEY5-(C@lufT1f_1vX7_8ytlF0@PT!ob4kMVw`Ko;4lR{=;DtY*No4t{(_H&YO^%AG=K8pdql1 z)wfo1lK8{Io7u*-%)kg9az|Vn;Npt?r^1J<^^778W{j^E!F4Jn z1M3s>C8Bs4&4@KA<91)zJA_PXm%3v3DEI#7^ak8wa}BY%OWGUf{wtX3jQ9!<)N&ydEL#4O)-IEQjnN_ZU8vBacBlc{;lgc;FN7w8S?j0r`P*>}1(YnGZ| z=kk_>%Mm8g+%>aIC+-t%OM0_hSg4X*qOw$2UVsg~E=RUyO2Cor5$|l}UN^XLh$Dus zKI_We#?%;A^K8q>s&D@M`3tJVh_ArH3&uBiexgpd2N)85C=%Uv7+uZ}M2s6i_AeY@ zo3rz17jj^Qb;LdC9vB?<|NMJd1$+I-Xo02=#%P+6-Ft{N+opaJ?xO^ylFK$Y4R_ul~&nus2mmYCoPdUdN0Da#fK~-1xd} z0?^g6txa)(@Ru2m4h)Z=y2K4!l>!_!M@uv0~!en8E%tmxI-2qgpD&mA_@o@`blst@1LFW4@z!<&*->7R`i%7{MO)WrT4XvMTQ zYKc!vG3WIC3j#wXYIF2LwKg*B+7f(HwSQzr!OdQfI3)U2R5mR_tG`zQ4J4Lo0ul9S zqzWGLRFpW+$~oh^(mA|(74Ev!^h3Pkxsl!aS6_m~6Icu0QR#kCCUM9SCoB08*{)Tf zF&X!{pk=f8_-^wy!Ny54XD{}f<0?6p?{G|=gt1K^Hu_KmQuYZpTXPOX5dX*x*%?EV{yraOa2{6T?pY&ikE%=VxK zLs%=6SvNeMm43l?X5Wa9JbaaAnQ^Np7ekvpDH1cz*3K&))4+Sx{B+65?#g2!u;nTG^alYp@rolq!%F8U~&=C%}T0%UWHGm zr@)`ULv?>JjPnSc0fnKhhww+K-&DJR!q6xxwIe1p&EVb$d=hIiv?Zkd4hlny)?T|Q zg4l+)u~q(3?UDgYgZCn}iFp8%R&vkTPV53(^WLpI?{%3C15Y({0O7V7v&7s@RWs(g zK(rxG2w)?W!GAEJrVUm#uSYTx?lDW<5&xaN`pnt}X1thEg*er1F4TRYRPY$D39aKv zW~v}U>=@!z68+ufnX34>$Phc~8)*ijxlQiQjb0%^t%&wV1OV9BD;J}`fs5&1f+c3* z;OIoc31Iz4AQ}lX8y7pH90?Nuz^LMGXTm6N_+Ht``VS;QfoWRHHYQdAf1+favU9Tf7LXl=D$RQjAT_UfdYrT?2Taw6mpMwOt@|e90B0H>8xE@Cj%=I0c z@|Lb6<$n{gyU#lrY)&4r9RjKND%TR|C9Cp^lD|CkRn}Y&>zB{SihH#^P=kI19DR;-5lb^S zha?s+2p@e?6*%Cc(PP9zw^>b?c)oxl?Pe81$=lHTifDNgF8X9cd;vw=%?g%2$A~AL zbl59VBY7O%gkL`X{D9Xdi_=-2~Y2rqM2U7#_w6G<=bx*ZOFbi-x zl*N~!T0D<1&Zgz8o(a_5wyD0qX!aOS3+nWG@4D*Jvfxa3mi9O{a2kE!eJhgoPBm*F zCoSuiWx8+LTirXwC1m#Ny*t6@Y30N#!KwYM#v|8dwwzEq!_q6C<@S>w%RC+N!)m_8 zW6Pf}-pQkNl07@+{cu>XXsJyrUPdpi`TUvX+k-S4?MQ19eEFFdCHZ7*vIOR*(!)y@`jbzNTp>zux~(O2JF@Jp_a{1_R2SbQtFn&19G^SoyJ!@^fmsj?(G z1lji!c(lGy$_WrxkN>yt^E@%PGMl5?lWy!kikhi zFl5pFg=n9`z%bos($XY@lXS4ftgBNPKH~H%(X8c81}E!ai$(XbYy@kU&@6qvpS65X z2Bvt4o`yPhrft?S*r7kgZbyZmxA%dj&@?@rN#7`mX zfRbe<9Ju>>~yV_&9ZaK9grfq+S&HS3nR-5Oy;P!8ghAl^5 z^c$aM%KMUvGg_X;w@g)LtrJ-wquU0%1dAr52w<5v}-g;dIV_YR`@1)0Isvm(_#sXi{^;y03(iv76}UUegsh*B6?S&gKJ7 zLYy?47X0}K^EseA_Qk8Jq62%(2Rt{_RgF*Ib526s{Zee%Y$_g3%D(7DaBPt>eAlxY z2vcbWMK`z2J?Y6jZiL-MX0Aj)&Dp{mV_2J4(kQ;cXxI_!397aEu?(r{sDs_>V{l@y zJ#HwE)ej4!?TS$>Hs$lOsjXA}zHuvcmd`2&9=f;Ec5v&6?_RHN+Uuwa|H~@t>PvA6 z5izm6+R^OL$(;gacnP2A;4>DZME%L_Y)h*JYOj+6hqatf$yjhwl_z}bi|2wOIKHPO zQ*%-DkhsFY*8nGZ3vs)FbaGaj%?am>8e|(*lG%xRN%!CiT`6X#)qJD?Pkjl-Iu)A6 ziK+ZALduKLWkSl<5%EIG&f#7{%5p)*LdrrxGD71SOkUPXC^`E+xE&?&eCDVAg0G8% z+5{cX5T}|>peW1Yh4aE2+)q(+N7dg6P#C`m{f*p@?brfqFi4stxIz3Auv6 zcaBF0Q%#l$mvvOT;HjRfG5ywWCALwp^4*ixo>JG=-7YL`Bn4l)=8;6=EAB0n+>Nzf zHFDKOS8Dh)mY!9$Tbyx4Vd%#Md9}ohV_)72bujZd(IehFk!I2FTm^XrxeN;N80Qey zOrU6*htSmtV=d(%oG1jj6bbRDw2-5fQTnmK`skIJUTgq6%#1x<{`9oy;w_|h$rVkE_XsaUO9vv6H$e~{=P)bR}Kic z3H5avYyk1Sw+`$CW*+R z`bdGF#mmB-Bbi=MR>nOw z`IMDu7M^Jo9-UGo9!*h5ohjQa5Y`>v^#~BaJFb7rUl%7^Sm4(5nHU``!_&rINL1u?N%z|x%Lk+*Hf#eKch1RWU3vw>%q=J5$kI02|=s4;_s-4`Tk z0#sC6&`{=ujOrQ5J*=T_raPn$Hyp{Gs-dcvU4@|LUc;uh^*rwFfe?um#ncpuja0lw zqW+%J$6p(Y9d2IzkA!ygDjP--h=%n`LY1#q3we`03Q;6KYRL7Gb874@=Q!fA$1b+dy@d6#cU~d7g9Oo?;YK1919OH zp6lOO5kCOht8|g&1Ot>OHZWN^p?_xa!W9t(ZR`T^2{sGmt`N=rCz#>rl^KtnBO9ao zEyc+LS%oBiNkW3i?LP1~U@8f0TC$KTc^*@Xv}}N7aK9kuk9=pbcbQfsAAf5;ho zw*)a!FzLJ!)_ke$V%B6S@?zEqEpAzrRD!}3U@CSY7cdpAaM2(Yq0rqR6^fx<8xsX4 zC_s?(HD<10fxs8Z-g#DUzGq34z#?eUR|9QdM)b+VRR+)Jd2o1 z!V%DI8oiDoq+iyg9PGcXNx4{A{>_q9LpB^=91RqAjmWAytNH}qUuBO14^QES%thx3r?-iP z{;Dh?;Kh3lpC*rUn00}3YUvw^^LX2#hiYYsW#7kqw17}(M>?Vs!=bx#YxuagYF^Ci z^(3SI=13(~%J7F(y?XdjmI&~~iiksDo>jy91Uh#*{%Ho~-H7A$F+)j))YoYgtd~^C z^nSFPR!*F9U`7Sdnq;!f78bp@cs!7@LF{gp$gD6t;$=c(Uoi@0p!#9P3#MRT-*O$~ zMu`LGCEin-)72FV2IbFHk~n40dr$Y{^+?9)aQ+-#`!Cf<74~y7W(_9o~R;r+vT2mg{lnCW`nzaDSLv z#H}J!l$@7i1>zc-{TLCGN*tR$H>sGKo6;CMNvPh+3C@Dq5SdXANno|Q+|Z5BW!A@9 z=PX3u9<~YJCWNC>zk?U|b3p9q>&TN)^_Q@Mxo#=gE0jd;1uHsN0$3wvT-b+tr?@Gu zxHS8YVOj8jK;!CmuI;ZdZHuH{YX2FP|P- zn+B1r74PcTw;p`%fXyDaO^DWt;iv*ObETt~rtKb$czX04t-I6bBj;CV#0|cu!RuV|a>lX!_eQ$^dTv<@sQ8f0u#)qu32AQJeCAZUdS%7?>l@2J}+F~{ed0C-ZZyM_M z(G@ZwO2)~v527UQFTpQ1mC0)kI;4HDUoFneZh`1V7>h#_ELo6@=qLA_+XAq$#L|g! zm<|Vi_9%}oW_P&$NsQWwhf2h9cT7n!Q za3lOW-~GsjwATrR3x>CC+xj=71Iz#S(Seicx6y%2bRQ1)Joh3s{6-XR*d_QDkO_U>T9$xSi&E8xR;Lv*0jWJUIA|dp1z7g4`nZcHu z_@+CO#9JbS@8bwMn1a+uQo@*y`OrSBN?^BTL|k1CQ1H>o*9#`uc7APkUw}C#=f~a1 zsPtt>Fnn9gyb<70-XnCtL96`e^4QQXQUhN$7h$L%u?L%|m4@Knv9@s=O$m!jlqI5l zp_qb@W(sNPtwpx_y17X1tdT(Fx6wS{gU=g1A@rjzu(v;-tt>T0%D983cnho)m+trOI_84Ux(jUpH0M=n<8m?4~ z3hUv3FoBInq*zm9^Ze`f%7BiQf_TnCSyVu^CZT4nrgzs>8Omq&QgZgRS)f7f4_s=s zHu8cPbvo%{YV9^UXy>vbK|!Wwi|nEuPT2Hz4r3v^k89G&95NJT+*J0=5?QXtDB^_9 zsI-AQkSR$B{?B?j()#djqO*hJ$UkIT(zxmT^@fp7&Y}>S&{FQ?R2WF)#4ppC7f|o+!s6}q07oB?DmX-9R%Kd6fp)^_#}{yd zsk5c>Lvz4z*9=ER^HS*6u`;QWQH#iSAvLxlYw3oi)jZ(z$o1Q^fL0w}y}9pP%U9+i zym%xB7)uyw2xsFev#JdLQg3^P1%Q73TFukFc-=nnWX8PBSkn3!<6fhq=lieU%YbYn z*`^B2gLq|lbnw@)-I?7k2zsxt3YheNCY9^S1Ine-X2_+{NZ*kfkUU`M13VD)xW5$y zfReB^2fml~r>DI^-^v8cUxiN(zS#GIc%W$#x!eNIhTjT7C$%4%y=U;8AIH@FUXz7? z@T1tf?eyjV;-c15QyYdaAW?8M+c-wPTeZ{l1D?c(7&ZXBoWJ9-z4&5tCk@x!1| ztn=_T|9v~rwi-Uxd(|Sfe$}u=d$#vecFwO(nqZ36b$B$X*%)@3KHF1{bDKI0Jgrb8 z9BNR%cG9G|^kM%9r<3uX1|A~#U@+sbO2nNovs{U=FtQkBey#{*IoJecy%0CTu$LqQ zKR(1c;PTu?foKn6catH(tqBnW)m7r$4u_QJ)E@=Om1%2}L5_EYGPK=Pb^y#!77-@c zFsR1$8+ANns|~_#S7o6>)Sw~tZ6=Gk4ZY^}B3GF>IY-z55Gm4>%W|Q3Q_j(@w+v?n zm!gfbCwjk5aD?X+uu-Imv>QX$A979??0_nb95=-j*$%(&GQmHz52pGm788T_yG{me zm22G=Ucm66F zr6KVT;svR)ALY1LsyPTx+qXbb^kzs?gj(DyJn5Ee=TIQTb&d;d zS(C}v?|0=7)8=05<>=wDzz2FvQck`T8>;H@JFm0vv)2Os?dRU-P4~Ut?dNEL=vMix zq7}TO%T=3~iwl{jG3Wbdw*_L?Gn9wuf!(K5w>3U`0S3^^v+l3w-S16a?0iIO*E`w^ zvg&x|@UV_IdYQWpUD`U}^+eo~k-`5_SceK%un|=^2sgu`` zNtRERO_ob8tD@h~?rQu{3A>{2kAahO$qwWNI`<57*YX3adm292g0Dk#5S_chN9hN? z_3E+eaq2PdSqi*BXce2k?3Km16<}+#>DNDSUybRUx^AKIJ(06rUt;7M_Z1h|A9zlq zrvWj0YuWy5jpbD*;a(49>m7shkb3(5c{rpM+(2fab&p%mVPFDQ1N37H_=`5^v2XK8 zE#tp2Tekm&*|PjTJ+uGY#ryKl>G>()2ZXHaYRl`0?rP#!a0_n8?r`pKnwwbIptU>f zOS^m|ht#`FQ2a<=pgWrK^!|0Rv^rZr9Rk)=iAw3V#g`s8?y$F+kuwnTk7O5eFcl7@ z%I8gSY{zC)M;lc!EN*2xiM)Ax_otZj7h>&*nc%(!z28*u=n{lfp-%IaR7(N4Vvyp2 zB?*CO1(I>d!NTGMV)71ohipR%F0#z=X+Y5&0%U?9hjBVIu6h4+)le=+;R-r9K`iJ& z4%Lv!xarVx3QPd!5Mi+3073*9-e!$@4Dv8a$a@8wL|O$Dd6an1!hj4V?wTsGp87E? zY{3J}O{v0MJp)coJ)m)4x+K!BT0VU+8fLB`{gBueC8%0S=J?f5NV{_zt2qSV4w-5+ z8^)q<$L!_erY%PNwJN^elXoX7!i0{pP;q8FjqXVJcCk>7!x_y%xUa>a!|cPv7zGQC z8Qxfx0BU-?Pv1IWCZeY^UCzNVONRKFj&PiOV;@iUY|yqj`_>p-J3N&Q15cxg=_Y1E zuhcBeMK`1nCBYo;32Hmf66rWrLI8}5#|;;?6F`Xx^j6Twxb}!%Hj0g?v4*W3WDP^tw2cj@BgAr5L z64({EDWnWeRjKOe@XK=6@ZMo>1Iir-u^k_3lnzqDFxWP@8mxw9e?DrJM%Ns;KCBnv z`7U_l)y8?Bf+oHJf0xyV1F%ov{fG^o;4g4;i0)Wqea+Lq>Lq9n)X*7>&5Qj6Ym}l|q)$ z8Q!ly&R5@bXr86rblg{*;`5LD>U`y#2Ukn1UV_y?s`}1$TnpNrKqwAx=5MT-{eNN2 ze@wz`tp8>b{&^|R1-cZ!L0pNGQl%7xGyWuu4FR9hMI?kG-TyV2ja{ZK?%RS*pkY*qv`Yt!S{VBz3bpHFjfUhF<@wiFAM2I! zHT#qc9QBK*c-%fp$_0VJeZs;84~P#<1a^M|V2-64aHg~MezTh+)5K6$aTvWWjtfik zU!+y)8Y8Fxbge*0zD@QNhci}VZk&gLG*)9lf>l9`2>zy8fXS@Rnytc(ACX-vJt<=5 zB)FKd1jP`l*KI|&&~*$>4C%f9c@)p1{34tOUUJvE36-tE2%Bqo) z``#qjJn=P)6Tov1Avplq6~GbIADy?Y(K>@EL3A*;5`(Ju z{s0b~A-)eQVHjOg1$QMVSdE9fRb~H}+#rVQHPUC6 z=?FT|Oor^k!;ZX0MS!uiB0lu%*2~ke%;4)`9ys8ACH^sx(92?Fc1Uzz4uP9FLC%z@ zTkk#uQ*fUu^Hl~9QaWebrkT#z7T2AcT~jQlonQ`l-bef&kmB}?D~DTtpEls_dU*-O z7d`C?q$x1>xg?EGh33ho@i0C{aPfMww{z;%P@H{s^>?sXks;RO^L-9oMEXAPyy^0E z?$Eg^;3e~6>hnNBTJQXcN6VruM`JWC@hL~v%VK$_S8Uy-;q=kX-sv-mHx~O-^RkW0 z5zg}Hs*OkU8sQx3^zy;zy8i78QDG;0V~8ix!F-guv+D6MDI$k1m#LN@W~J_a!uIa$ zjkM01{;B- z8#TH^%N$q&3&%TtMYubn3cc|L*-dlE-SF$k`!S3FJvFCHt%G_uIn*6UNz!PCLQoFJ5wRdb|JJ)re zhb8-mQ=BmIL1W5+FK``n#mvs7HTgG2{HJ|b{)hfFW{%%B8zEs~X9F2A3-f<_hgU^b zy7wK(hOZE7cvv1{gOrMHvPq~LHUxP?k*xs~6aB(3?Y7dqk`7-5JyRR6);bm!dlAcw zX{yL+6nXDIyee{{j!lNHr*P4Xm*5>Ul!SBxIxyuR-0vtRkg=5Hz2Xf0oNt%#&dS@y zxEBq4V=##}Oru7P{=3IWA zZRsPS``nzL1NqWps`|(#!VE?>syYle41sD%-gJCvZ>;RW@oU?48DOK{aPo|8#%}9y z^{hG#=sN4T%DQ@uu6?&QxBlU%oFY3v)0$JuH$$9d?aUoZe}1u7QF0rSsf6C%Y@60n zt|r@VJKFO8;n19DwD+O;;c!&C{RnmEWIc1g4o%=nVkpTp(;}RCtYiQ9h5Mn=f$60Z z`}qwKnw&82dF3}d?(QL|0gQCQeO6h!T_~J4O@JQV?X%au^LG!O7q|3XU?wa8zrRuK zzur6MSLZ0x@5?LJpLgs3TTL>vFsT9*04z+(0A_`%>d9N$QTnK0I9zI|zNJO*KK~ot z<6|&TtVP>3yyf4B@~1!x850{bCvy^3W)2ocWoJXDpRoZNvNFGRAz2eApfS)1_(zxk zuYj8!(8$uniNw&v%)*9`?5wqujKsp2k4&9S79eXUY+`O9;o)GS>>;OOL`)ow94zddENpE^e)0tx+B!S&k&*qZ==aY*+GTC`dqp;m48OFI!N}H{(G6(F z$ix6({GBuCL|zak+`?eg)-U>S1Frwz48oGjVYIStF?Z49vWY|6KNu z%70-aYin#_>MjCuw)2C)VWtPL&@(ZsfWTn}aI>+}16a8MfM1#XspLQL_(c?x-*_<5 z13+vzRG65!nOV4*K!4eO=kceK|HR|B9`hTQe<{g7de<*y|G|fs@h8H6Li`tX{silv z=>JX=#zwy@!p_;j>KA<*8!?(#nOK|HI5~op!Sq*U7#ne$+B#SRo%n%vc2*Wfz@PeN zv@B-NFE_P;mW&nT- zbV$L%#!|@E){;cf&JJ|r#lnq5{8#j>EdE;iuhhQ^^-H7vS$fFI z;NL*>_oDn1($U%Qy@}C3Df$-yg@9&%75h&>{dbzSu=!_IgL>gVv`R-}2U4}+PgVaj zk>n?pj>P33{l^$IR+CTxt?hV796>$C!qLgX$njsb_^+b=qLP1V*RN;)9~dOal76?y zzYL9_10ZW;`KvX8h};Sew#LpzCJy|9Mh>=yKqnHBpAE9IGI1c`1PzL8B-H8_HpaHD zjx@YK?evfGf3nh_bZHZJS6c^TM}D&ZAJ8ZJRkq({_`e?KK=XpE?B4_X+ni%<{a0*% zIfYxq*2wwiP$((F@9b=0%*_lmWH;qv;h+a{FtgCJaxwwwIa#?l=naiojg1UBjEp$| ztiQ}4va)|Z_fJ^=%2(0`)b(tPOn&3bWMsDNvPn%_Z73&!8q7XQWQejSqkkJCRI{C~{&&+PtF$)C~qxB36T z^=~2ibAkWB^=CBxZT>%S{ac9sT;M-&{TYpaoBt17{}!S@7x-6jA^hQ;04<&Q$Xr3b zhrjWDFaiGXl>fJ3YQG1mu`&O2jQ@8oHIO4l9q`iw<2uGTN~;K%xgC?CiDGAAgZc>5 zcNn6Aoqq^RQTQ2qc@Z4s^m~{`lK(q_{wL3J{4NkPC&#~%$SGP^9)bx?^kp~@)*2(x zr;7|%$iFp=$tN&$3z4xP!`#H0!y5eQHc^6g^3KC-EQ71J8;(9U;XVbehEb$@M0rd;S{pB&(W%P%t!JTyK^Up&tKrOJ$>E9% zqqBgp{8|+)?GS}~LYSKfy8s?5G7Z@1F)G$7iF=)6|M%KX{T;m~I9f;SmS-HkLY(=! z3xwK{QV4P+dkFZSW~+r4%Q*xf;%51QiLr$d$W24S1bX=B z?_wJzMYMSVA|j%ktn91+c4jsfRwgD9W-b;0K!}Z1ms3~-bnVW@#LmRR z%qh$&D8wQx#3jnb#l$Wu!VVB-=htPFv@x|MVQ2m6EL8gKRx1+|GozBNtrH15+t046 z#HeiHVFD_|^=q%xP%<%PRM%!AVIg7C{lisfzGi3$22Ld=R)2*ggM_qVO%f-HBGUo( zX<3lsiVN^S9ctWyOorDgn7<)_HUvPY(?ew4f2mP7K!@p9bcoNV8sch0fi2BjMtY^cjD_TGV@iUNId)g zJy?v&!mXV#-9^UQ>E`B-=^?imVwt!Wyp>qr=RG)&2Z2>K*0uh@-AyVeVSc@>YI?-H zY+XHjG%fgqUztTQg;JN zkyZhJ?_Armg8CvRUw`2k#@Yz>xP>``hu-NLi!@vqrN=y;vtF(eg@!7FkxGNZO@i!K z5Pdz@gn{vsMfSib2-?EX5<=5gUQ&5(qN>8svm&kTC`+amPaRM97Wz+NXG%AXFK~hS zEZXU!eiZ(r(*PyQuxh+gPMhyuog%o|asx;05)+;3Ivqa%*(kw z=@N?kyo~}+wA6PnwF0rR{=EN>j{n6R{L`nG zfaMiC*iixxrS5`yFDDkFFvMhCUP(1ky!G~#o=2~V$fhPNb3+UX!sM#hca84}4@TwjnW z+qXm|Id&{jiSeEF9nn+lT#`UMp(H=8Zh6f`qpLEQ2{G0E(!h#3-i)1??* zBEkG}d!tFXy&$9aGi9E=Rut#gL~5!)e)9^WbcdIeZu%xxt)~(xE!g*-EDEW;DwNz< zSDfG9^w4CS`)E~j9}lFtb@D##DDFM#^A95{ScH10zmvpII5y!Fx+0BGk`MuqU|g-( z{>2j)TL()cTU*PY-s|6-fq}X(sFeTit3*X!wv!zLg8UG~?vmn+i#g-SM!Bc9i;mP+ z%`itx!R39nM9kQzt1&6d25TGWb~xDMe942h3X6T-##9iB1?P@!btnLDJ9s(>i)6H4 zO6vax9vf?KXSaAC87&!v-5?C^WlqQ8`*B52Ll~5uM=5dEFdE2hF~sh~X#pC3-VfE8 zf$DYNn-8jcrT*1*b>ztmW*d(U;&T@WpZ(p)MotNzN(-X80YUSA-cG~b!Y zyA4^kW#6D|kQB?37V!vq20D@l^}ZqVVE}_RvXYwA4p$t-Zu=Qp=1!Og&JNAi`+6pp zpga9{m7!9n3%Z1=%Xg^NMTb5CRhd64ONpAUZ3;V%*XQa--#djiIHU|PBZWj*wY-`L z86BeB(X+&vJn6UREr-b;&USMx6VQo4gU9?|dlJUJSnCpAzLn}uAy~mCCamsr9ZGfz zFDu70^F=9?iirv3<(3p+9GO|)O&CMPcVQYjL;(Oz!ew%2d#g;;N0WQ87e^5&;qiHt z*>NmoYyH7G@v%jXRU~s4rO6ct`S(QqbSak_MK+~MF25>w z3_LDP_UhwNc6f|JT#%sUH-d<2F8v_ysC|q!=kdxr^LxbGBMzs>B0{4`t->-OZ@A5R z4At52^kNn5W(ooS3Lk*K$x!g*+-~fRt!9}_;%dXe@gi^kB#lxxX-T%GK(baiX)}A$ z%>f@fzBy6i;&@upicx&>0T9#msb_%6q-s^V{Z1I2-L6OWHmXk{GGicPsRsmN$3h7S z)c8@axOAi;S%iX8*5qyEYfU%KwWaQrP;}U)jk0ApmHugem}lQ{J;??`%zr-GnD$^^ z8e;!a@qM~N6zjvtBfTG_D|@9hOEX@gfaz70fGfW4u#qIShB+J3l|MG(>T zq>*QmM;&S^FQ7cZ`4>k(Ktl&p6IDkCbDQ^|pH|gV<+oU{nd%rlo<@P*iAY9G30%a8 z!$+=$1C0jfI>BUZ&b|*q+FE?m!D~YudV>o5kK>`u0jHzMp`YIH(-;sj<(MNYC8irDMHxQQVs7xw(x;Rl-JUBMl?k_p$BD#EA5%=HQE9%bi z|8XDM@G-tBAOZm00kQ{nERlN}9~dwT>#W;E!7> z2hS;HPYlyJ1V~psMlb2Hu)KlSH20hMb!>Pe>a-FY2%6$H8IPO|at59nBcPM*Hj7bm zqyR0CTz%LAou2dEd##q*(R>&nw|`t-?exptIGZR#RHd7V%%*pTY6EzS!}_{k8lD$L zew@m9>r)X(hSIqF8oB%xgRo9VP?}l(``xJw9DVJMDcOBJrMfdqB?)PV`asr?H5M)n zv$!VhTc5BOQ375;zzpA&qfm?YR8-|OD0w%u!Vfrw0lrUEsHIo?x=<8{k*ey$==qmB z=V-=|uxtadXbtM$GN8(+U6l*_J>*e^*0OWv#OWG@Xb`JhxEgi#$<^L5WlZprv!x4p zJREJG2DJ$JoNZlq=vOt=Fv{8>(x|E)OhoEG-rwUd>bE=`?Hu!NkJBBucedPJ4$$pc46 zcIk2pF{ce7O(Db4mItgdC4kFKu8eo9Dl-ukraw?au|o3r+D27dD#gQ}7dMFqZ%hes zuF6$}oE>142LzANh&ve2sIXRx8wC%vo05N+JsDiIF7GI?oDlLfp)!QdgWWs0aHD$w z$f~@j!Y{$W^ZaX=$vUTlPum;XGB#=n_fUq@8)N1VvOiu1ofExkd4{rvc1x<;`2sBK zur=BcM!*#<-57DrMYf*rFS(e*u~itf&( zpVS2gga99@eS91HGKJoBQ^N1d(@QdDOLt)Ue5)O}1T^WU2GX0jdb}+%8`BdmHyyG} zI@Rhvzc_zok<{$z*H3$RvX!pbT)DwT5qmHI-_<1M;sw_{5{}4TFsIx|*I)rNM0u6W zlgKN;FAt=LsqMHloNxMxZ#8+?Kh^DwtRVdjU~g;3b>r2O*gM zc%RqBxHIk;vmGR`j#_*oK3>I`Yjdx_;!tME+JJ^N;U?3(GVT=y+s4lF`5ULaX0t*^ z=$9|bbJbkTNGOWqFRrYeB>9An%jiUU)4pjri8AlXq+Q+g&o@t)A-ebpy4(5i<*RHd ziP`_r|_32%C@5j6hmy=BHzM^k%R^T#%V&i6t^@!FU^>l8ISc{Lz^}ec--A zXUB;Vec2#dSqE)w_XbACaQL;ed3nzi>%rOv%iu@MurN9OZ}>GUH>+QDW<2c=G0D?z zYx*-Zt(`4Cn$-x=!$B0XhxaC5e$*?~K16k2s2Cv;Jc3Z6qRmd&DDCn-t8u8)MzWwW z_0HBTK#Y?SD5xX8&$uUNGB(&?@G|)dxU^`hef-Dlk}iI-rXLytJ%hSn)ZfD(M>i|e z-{PNYwKSs-^#=J1Uu~&U63Vl|p5s3b6wfOG5 zc)T&dz(u>8Akq)vVUtM4=(w0qK;JYkjr&qCF0jE#0;|l{ zw)$$Dt?1~D(#nc@`fNE+5njVc?xcELjCei6F+*paB~)f|sXouY9QCq0S%wu2(r~(4 zBs3pGQhiw$ygBlvZ;XfF!KZ{Z=VPKyaP$)hg<_@}30IM?DtE~tI%-Z)MzKe~-Pzn6 zu{gSNYB-4$K1S7ep8q??@x_7pl#{m=vwjGHwzUttj<7A3`y`H9>FTLA)miNW&SwO8 zQ3`z@>QCABLH9^arO~r}VvTc*9YUZB#G{h2%^5gb&L-;l7{9wldB?A@@vh^}(7=q;H^j z@uZOvrVZ!QXIOMuG-4k-I3})~-Ut<6DYR1&+jy;e?7s{~`8;*#Igwo$*`{?l)c(bn zZI&>7#g=z~_jE!Y6Y+~3KQe6s^V1)F4!G1YyBij2-#Yl3AB2f?9@%Rf`H|s2(IPV$ z)F)BQ_}wkc#IKCx{9gMg-{jv%(*hTj6uR1Mw8>=!s*<>QaOu8P6(Vp6dtxc-t0K{9G0pP#Q% z0|BZ>CT2e~JBwJ|7|E-%tfJ$Ly`9rGC&HktDYt93M^ zvCzu91{qHM!C`mw@+8d~t_m`%-^wVh!Za`!VDUsZUPnF)h*x+;R+-rP0_QZ$Hhnj5L!H}yr%#Or|w0g$q*eb_bbRc+dKY=IqYN-m_ z^#fXJUeM-dV;#QcNDIznQtVkLxMdZ&MLeOxf%Qyg5$l1;<1wVWP5^N{;M?nME4I%R zEK~)WQJg*Uq!cUb6-?7j@MGvz1F6AXA8H5u(9xTulwjL%^+}u~VVP;FL8KWkR0ioF zgr#RchJlORgJ@FbXQHU#lT`Jbuu>JVMRR-&%aeoSU&HYlhZ6cu2UC-}buBEyh{4D|rqpN6=#!D)u3;Oy- zPGewzQ|>n|+AM#sr2<3vy4+IvPBVYbwuv}YINUH#$FJa$ARbO+U&=|_{4<=dHg9xU zZUeQ}p)t*616QyPP8% z&3AWBO+@F7Nvj_UEI;--nlGR27TdKLYdy1F+X@P2$ose(5H>-=l|J;seV)N4pvfjc z?hAr~?c%e;_0pq!_tA6tO5%A?D8~X3pUUTkN~SyWv4R&dL}b&m9I2vjrfR5(ovdeh z>~e&~FQr$~?jb+Ww^LTN>wD?~(IBdK2rl;s#9v7P`BUh)57o~L-IRs7E7Di6xDEB- zX84Sgy-{I2?klBhu7C7eQ3K_hGdvB-??r3Wil3Nj~JnSPu*B$ ztPV`u`NsF&{N6c;>?ysDJsybuhRL|u8}r?lAMb-Yc>mF^m~uKDOGDkP2h^crLQAzK zw#G^hwss&kV_OH)-eT9N=#ZeC3Bmx~ci81pHa?<1_HtM|N_tsnxK~+;Nyw$ZAbzFPA{vG99|j(#+$NK z88%V?oy=}taV)(dV;kofYzg5K3u8D&R!X?qYa0LjkNVfHr->8=)jwib00869`e$fo z_doT6F4^x_Dp=kY8rKFM!rqXfED-ZsE2H?87)iZ5t1yBAJHJ=RGtR7{4laq_n^LSD z8J}^UjUZ#w6V56)KucqCmoo_{?{rWOeFAw}bABr$cu2}B66R0fiOT9)(upZOza6G% z5hK>wiC5T*m(DoC*%KFQqP6FX*RT)De_9ATWIj7E%ssj6#cuoDJ^r1k8`E*?mSqXs zTAz~Kr{eU-scJN{ZFhk|zijz5_nJcSL!_P?ySiX{?yrkLWjN`8Z zE`m3*S>sakEi7ACUPcb1@`=%iJlnxE)L25WqAYdSI|uUR`0tfBw=yZ;!L`GbU4Av$9^owf=h^8j&)s$NzMNVV<1B{LG8~AU9>R%=NT2%c*LJBm=gTDUP66>!5eoYJi5I}_cuPOW|N&FT1 zYjFJs6df9C|NiNJ3$=fh@>f^-hYSGVJqZBtH^=%b{I8bq&+tvsKf!;ui%PQa(A|Y5 P!O)*C)OVLs{QUQSjGtVo8xAhyDSuyxMnxDnr)wLG(}DfbCaf2Xmnv% zNK1-Jb&`)LeOkGX>LQ9rOZudu{a(-K`?_Y=wb_T?|NH$vzQ4!gd(}C6Ua#|d-<;R; z^?JSE=Y7t(6nB4T$g_O2xs81vhy!E$9G@(TTQm=vel5Srfjujt1Vj{*~A63y0X=it-fsjvNe#c zp=^z03y`g`Y)xcqDqAzz?vSmyYo3~? z*#^osNVW*s2FrH0Y>~1Jk!`4K!(^|aENhGF^5|5SE)8yJ)Po-%9DKqSP@My+uA7C@oJBTaJ`Iz|yz(k@ic@|5n>a3*Z@_%Hlaw zrTr=539$VTVIiJ2fh0pq6b!y^_6d^nN4qfRt+o$)9dcF(DGX#p=`zfyJOJD#z7r})5##F(^{^pyAvJt8wEE=lha8roGKo09fudO}mu}_rw?u69+A0=H>qFw0`|{;KMke@eUh1oLX#2)-p`p z$nWq`LpF>-HrX&nWyywdDn~YqOS!Va=lx_*!PpZZ+l})Y86Te*6Q|#o9)~=NVDrsKpA2y3H5|H~&&|#s{q;Wl+2P!frhd=8 zDCZyi$JRk2tLz~w64@5nUY&O|oiv-y)KBvkC8&#H3FGWTl zxd;e+#OBQw|1=jW2U&U2s$ z%0JI8Qgiudnkv0XkzS`skEcivI?6UxzD<+2141K5XX&h0G;gg%12WF+^NE6&F38D`!X)3ASydb_yqBXfb`SqHqd*zLWMS&$pX zc^lMwn){aA*OtAPwu5E9qNKBAu9KqgtK}f{q~fYx10^<+BxWZua{vF*XrgVGzWHjq zaB{L$_Ug~}(U;D0J#BaErRULoaId~pDDK!_*x>?QJrEKvm*ZF&vMXxF<>*Fj7 zqq>*9Rm%huKMH<0gUa}5RQ9peC zqXw9&xQ>%D_BLlfVDX#vv~Ptyg~x~eM~&Y9LBmT{RBnE@?X?7nsO}|o)bfZcUDj3- zWhBA~redtL_uuTis+ZK~snOi0napfu9^5jpWvk#;twJZZyK8)q>&y6d&3#(P3_<4k zE|DC6XjEM6!|qBgwW?UKaw&y`y4NG$QB_+B)RvxF9<@1Dd&pW=7n#_gEA4ex&zxV! z2T?G--Ca&W%Z@FjUlW6jiPB1lEQQHp*ujccannvhF4;Y$c7l%9ph3D$J%!muw(cYBI94d>}5pmA;2$RVz+rBhU$wZxxprFJ&BDyVSJbigk$w*T>Q!$4ry*EB`D1 zudoBG=q22he7rsEj3EdgpO@V2Um}0)Ch`S0k*~ao{N z{ATqleO#^6{v~!$`eo&+KV{{rKV{`NtN(TOv#kExH<8~=|IM4|@3@Kljho2dzlmJ+ zr*;|pyh?pZC(3Ti>ehX+#)~yHA7uy0PEL7z{0Db_aHr;@`cqSK9_@Tp6!>xZXS#yu?2}{5-dA-G((9iv3kQO2Lx)mHl1uQccM{ z?2kK0<@FP*bx!+4Yuf82_K|_RTzwI%{BsRRK2`eDPpS&^!Vp^`uSU6C5Q)4+8F{sv z$Yn9LTz#ypd%;}S{IIlAL#qJmh8DZNz$R)L++6tXxw6 z4Y`+}a9xhv)voH#4Sg;gmZL8xf{(NRsz1VhiQQCxO3A(GhEP zZmR{X$K6%|P<~ql;Ip??0Hohm0g!TA1>kPCRRDf+TLrMBd0PcAbG)qr7;0~;0LHxA zDuBVT!UFw0;sK*%rJKit4+AAG9xmsaXwUTZtOP^eEmQ(Gym=)UA8(-&xaQ3(!C-m| zmB3wZUI|9tTc`vseDg{$Oy5E!aO;~_g0cHQR&ro?#q409zlBOFW(Tu^Td1UBb})sw zg-R-B2lI+ssH9?cFxj|;N-AatGm{&Y$QSpqM8!^*t`)O`Y0NEDQZYNYBXbLtRLl-; zr`$p%6|Mk>$}+X@r!PzF>gwKv;2-mo?%4TuE`iiYw`QE0uT- zH=ewPNhLQXh-FTvtmkxdD}YJ0ht)m(zq@GM2+Dr_rj>8?;sYzn`2T-hPHfQw`-O`*%dMWMXu1=MgNdNnC)?L!68?IW$Qe|DWw_5>E z-}aj6d!NVn(MJmS-2CDPcK3|!((&#ZKg#x`Z%I!$h{-tSX3w$(`jr$Y*DGfF26=Sd zkOE%PdFL=Gk0`lXD68B5HgpHvhVH-$bfY}_J4kdZmGpPTfgAmG#one5j~BbrsLN|h zWMb->zMgePxYdcLv|Kj$zpr!fe?gs|T;1(vC(|@b`Z?1#*27MbqU&?Zc5=;9O54fJ zcFx&DS=$Y9JJ0{bM|tg(t#jyY)#=txjC|y{w}(B3$pPu@#7XJ%EUP=h zP1l_#&wkzG*00jKu54YxiOgTiwl&hNtEZF z^7LPf{HLB%RTD2Sxj$RgCocZ$3%|?zD}p%=XvM9uT8n1tdN$LgY%?t@Xhu!V*i7ZP z_-kj5l;2D}&t|%oZKh2H&8W#6o2e2P|I<%DmETN#&t}5PHq*X>W-z_OZ3Qt@)wuZL z%LmGD#^1AF2$b-Daz8hAF-y=*gGDrg2%NoOZBT2;_YX-_*a{OYH#mfuW(XEWt^TH6Ym zDeY+ohMzcbqWoqWdp1*!r*){HnbMwiV0iKOE6Q)CiDxtAcv`0lnknsR2ZnFo`$PH7 zH1%wz98c?7K{KU2?ZEK8j_u_)(+tgYuh`RcX{P%vcv_dPFYW$bH6w10j9QY@?(l4; z98U|ZpqbL1)}`x}f~@kJY3|ufIi40&K{KU2txMPa`}ddM%$=Uil;df^6*N=Y)4Fsm zJ|16wGrDIp<#<|X1ETz;j2H!2nX@vOA9 zN2R5GM$@ne#!=nf$~9#|P;&a>EuNLO^Qg46he#+{TKSc>xlyV3hG(T6Jt{5j5AyD4 z+Me<&ZF{3q@dVFGJ9|`Gntgdm=heH*tJGJXYLm;r0nxF~`u22Z-m9s+$u~fjvSLey z#>#T7k7ZKW5g2Q!&P?Jbk2}a+&4JNLF;kPGGZIshpY?spy+ZGX#Wmy=Nj!LrmxPi8 z-FPXnDrXX?6j%PP2C#a<2CB%L!Z?U!8!s_K>2JPn->SKNd(OL#JSQnjNdpt&Vjk58 z#w8^^>pRP%UyX{ZOTQBMV#1>`H5@1?N&dq^1?D$sxLo&f^$M3hRZ4oLzPWm(zPWm( zzCGvdqjfMV6+i2%yLH8@awR!+^%g1KhrkEA!DbcF4f4>fBJb4S(ADMMUMSxQR%JSx zK2oNQM;RY^6MG=v%t+(hH^%vnE?NmOt4fIwj}ldjYnCbD-c|#7yF>2nMr5WYMJGpR zq@+#P$HZl3JnMV6TUC|4yA}J%tHGJ_3IMoICjWSiWxCjWjC3bc`~g#c7yBUF>0Z_3 z+~mUT?vxa9)Vtj4^=cxotlllJlcadKDpp%vbxC8cx@yaFsB*_3GA=qcF?q5s*9smT zt>h<`jg$_-_wm-wWa*%~MnH8{C13`Pc|=tQSF9>MQ;G07@7i*aQL1vueV&!qEvIso z|87!walb7Gev}hI!E0IvG9P^=zs_HVmksDq^l2fOOKTUP# z-P>P`f|s0A#i8LjH=-3QzAommEd2j5hxo~F07!Bho|yb-T&y#R4D;wrfFw6Od5*Ke z6T_v`NTm{&E=g#v6ozHsDq{Vb^6Hw5L-)i@%}9%u9OaSSy_!jOzeg&@nc^iYWG8jK zg6xEKVAuKP%3`rIYQ!&1O*rW4)>kii@uG@UhR{QnK~+xcdkK`WTX1>WTUW|GmqsEVc`D>w;J1%0fgGeb=>m z0FyoEU0r??LR@uBVn&i!tFv3F%9ZK}J!8Z>GQ`@jSJ{y9LKS^jMM?%dz+(ZUQe##D zgDc8>=u~ct6tKH18L6{%eS?eDm0zoQ866_o1qd>=+)R>m%Y~6Qh&$$dsw+aS16& zvHFnYn3O4T`lRXl=#1!$xL$hap5bA7MvA;D-#L7T{EA75YPuesuBXK7Bcjt{5&$w1 z;`I2Gq@KXge(~ zH7PMhx-Z8QCnsd2x05Hu2HrPnRKz`F^g$zs5AQ!}w2Y8aWe+_lEVP}%UG<=@Jxk$m zCk_>P4~0W}3hv&HOMRhXL1}T*64T>ioyVZZx;pplDSBO4m*8%KyFo{AnBXucmiD@I zb>c39yC@tked^NLiBZ;Br_d18xo0~Ga55u(P~=rlBxUmOoXBaM>NJih+?SjPvr<1D zml#RWlcJ|YOLh~K{%ABrX^D@gBu9(G_D_2>IypT$9W&MFq{R3XiBZT0rX;1LMaQOK zYMqjt92b+37&A3P4h)J*ihe9QEl%?DppbzfQrTe9OpHafcgLlqO-@8hk)o5BD7_vM z8=a6M#fBs$B_^jNqCZ2D;eF9k!H|^4pgfE{5T#+_DN|z}oi0`zo-#Et9cog?i0H)R zI5{jnH(h3Wu`oh(dU|wBg7|MnMmi29#v~+8j!u@6BgA{+(j}Ei*GD9#r{n+B)I=(! zr>9I!OO!s0NJ$p6;Y9C=o0JBtNI&k0n-(1#Ew$eh_n00TJtZ|gAu%mZEQ9YuB?#lD zJHL#G%S?>HY2nBN@=FrJ!#yc!60!rM(^BM2qb1)d!Jz0zr7v=_BNGx)V&tPqViD3Y zGA(X$O0sB1#U&@FPfwZ_Ew-1hqY_eL=geRN7pqWqE5(j%l5sXaziQd5)SrU>(r0S2d}Num=coWd(P zJq1ZGIX*E~4ok_zjOlu6n#>Bs8&i@cF9=6s?8z!G1nbGta}N>Pij9kxQ%4c$rPxXD z{n%rVbqSI6dg*t_|l*&}xc1%r~7MGSW z-TAfCoUo__;Eie1Kc|GK{s6yYZ9d?+p3-p8VY_e=%ilErUY5{GB6z_sHL$q?J__}V_&xI4oUbt&6d+*MwZ+^5qcjM64E)VDsc%kXt53m2W z$H?Qa-oN0fCIP*p*VkEo<(>C;1@)M34q32r)cPmBPn|q`Tc0I4X?N!2efej&_ov;a zwK1=owLhDB@5z7*3zmj|w}0T#vz6W|xMN(OOK1OB9(X!u`#b%*-?L@tK;JoUSkE51 znE%J%{S60%eDZeN-$L>_ELii|1G~rk(YWB;gt%^Bbj$xnzg%N+y^jiNE|~cFWW906 z??1R}^@58hjy#aG>+2=kmdxlr;lMo~7W>vyjH!2`1%nk5#&FBQ4lYyFXpKUiX? z?!ud-Ep1|2TvB?c5bU#_`TUWOLTk?ddG332zLes4v#_{;YG;^^tFdK3}g+_VJOsMr|Ds`^A30FNa2)2%8i*Yva;? zOgwt$^3{zU-G?9it>LJnJ#1T_$=_f6#z&zCR*(E})@#9MBYcv3EE}G9X40DcPT!4w zFDE~4)1l^tZ|?l#$aOiDvM2iJ^cNb=krP}f8y+o{*~65$PNnuEBr8vjOM{2hJTRjA zN4lSJYUY~9a*p?ic{eCx(zZ{xzWZ-&U~ZHCAKSlt`NYw)-_7aquW$Vizcj4Y1Hrjf zYb}iXEF^nJ(Tw1YP4mBsZ1&IKq*EU^`2Kum!2az|*Z+3NzVv%%wmO_M_tiJQ){nf| z;c$zegTJ2ecHkp@7TrDe+`-@5osPKBp-pw~@bWu9weO0=w`H7I+(iBUOsQ_GQ|OFt zUwq)9MJERPKiTO@Ki~K6dVk2a_x3cM@!4C)M+~@_cjg~Qnm_d19f^zMcQvi=-Fo_u z!`9@y@V@__N9K=el3-uc>3ZiH)u#N}>hbu%PrLp*{E6sxiRYU%OuVwH>$kb-S5_^} zxW4zh>|P&-pUV2@h#fOtJ<}_^`Rkn*Y#j0X-vtx%->uy!sClbTCY{V^wEW#3)B62= zuGd#}TP!K4^zY8!_8-y1f6`l{gD=;u+3LxsKTEB7v`z4W9P?o8gU#BW^SL&7`?z+` z&z_VOd9hdLh1O52_Gc|F=(;TA>#x`U+I;T8aj88+*X}po**kCU?j_HBQt!h?y9U<( zA>fM*HGW-ue7|46hFb^LZIrs^{0oO(e(2@w$snO!#%;*N&5y&wg%oi2Cu{6V~s4-I2Zasj+tdpHm!tUc3K%W|av~jha#L)N9W_ z`0#7-js`(_fqlO+Uc6@i>Vd7@=MN9~`iR$KJXw;o(n z*y@EVUiwr1)#}|fsq;tm!)CX?qz|oK|MbP@5`E|P7})u{(D9p={kgvVwHN!1yyKN@ z`yGqJ9^GGKdC}7?_J4e8UDkm?2e13@dZ)>m&n_I@`1yoYegFFH${)WToZN46dWW&| zzHYv7<2zr!d*}OqUU>KORsClD@%Pt@UOV{8(O<@Y{K56}i*|f){qMfN7o5H?=$je8 zUjAwGiz)A4zx>Rd6UXh^Q7USTVnbhzjzq%iJ&vl$Q z{Z88fl`@}rD! z`M+j9@^bGL7j{13d&i0IFWHYprl$0*G`)5A7gzZ;4f}bNe~qwzc5b+2*WM+eZ*95M zqQ&6xb@l~C=Z?twH79(^pe-#LKRa+;&i#X*2%NnuILW8Q;lW9@n}<&sJZ1Bx(=qj{ z?WnxA;pKtDpAP+IQ2J9XU;4Dg!u;k%GXn=S-Tz_B#^-l7ZbXb1l0pU7+9H{pG*1JKu3U?(S875nY>3Gfqc+{N(Ou?1Pr3zgVs5 zHFL#d*}doYwr4*2&YgZqd4DCf*jeZFrqK^J$llduWboU&7Oc4UgE^H~>08EB+5Ti0uCMgEJ@e(w@7*>3 z{jf_P*|(3b^J@64oR{XN2K^kn+_Fa0&r8b9TJU+cZ`BqnKdkb>#i4CSuYP-V+T^|A z7ymk3aCpa_gVQstz2|>@>M~wc(5xHgWuqXT0{=7-ch^lWM?mF($gx6PXntZmk zSKwOj5X2GVpgQoNhnv=KsK#PQi^&W{EyL)YP^t~@$dhwO7Y+i>hZ?X37f9j|E z5B}CC)T>oy-T?n+;#Pk-rqdgnpPl~vifR60{=@6nPg^p) zY2fy>u0!(o34%XV#ci92o&sJXYS^d|k(3SmvN`3oOL`L;apAT+1B<1R-L7xVnTDvH7 zd6n@C?%7nOZr$*I1T9#(b^Md7t2F6Q>)w-}H1Nx+^TPN_v1bRisyd{{bBo*7?_KZl zuimWN`1}=r|GtN-U$`&s$>{~#W78vl*PFc@K0jmi$$?Rmo_sa9Qh1wY6N;A|OjuHF z*XIZ3Cfzsd(Wl!z_we<(Yd5XQX!gYe+1r+^T{OM=*ioww-aC1E&Fya_edZU{G4O#_ zy>maQvbpNva~q}~jqI89(>s%!?%$WV_U#{6%-ghYYvS0>G4tY@j$3s0?8;qxA89