From 2a8343fd589a0cf795d63e98f1bdc2ae173041c4 Mon Sep 17 00:00:00 2001 From: Filipe Rodrigues Date: Thu, 15 Jun 2023 19:52:45 +0100 Subject: [PATCH] Fixed question 1 using wrong data. --- 1/P11.png | Bin 0 -> 84281 bytes 1/P12.png | Bin 0 -> 40053 bytes 1/script.R | 14 +++++++------- 3 files changed, 7 insertions(+), 7 deletions(-) create mode 100644 1/P11.png create mode 100644 1/P12.png diff --git a/1/P11.png b/1/P11.png new file mode 100644 index 0000000000000000000000000000000000000000..8dc2c9d28ee319b3f98e9c1d0384095d530a2a95 GIT binary patch literal 84281 zcmd43XFObO*Y__)3DJe<3BeF0q8lMZi9Tv{Awfj6D5HxYi0FeTgTbgl^gfd)5xw^^ zQ3s><(dIwS`#P`dyzc+=@_F&_!Dr9jGkdS2tm9bU^;;r9S}NqEOr!(^1mvpE6?F*+ zZm8jZm`RB6ueg!eAn|{$x#_AX5R~?@tllby{X(!ouD!Z;Hj{t|t9A*y3SdXq^76ZJyJ ztqGIZ&^M#iacXy?I_SrWD%HWiYuF^3-#{Hp-Wfen%7O8&yl1qPsWMJoC)BrSq9bcP zS$jRB&4ZbGuOJrcsv|l&R|sqz+S-=l;m~S}2&auhKS)u$j>UsheVLs#r!0YU&gfN7rz~mm}uUEB%u3mKs zrLmt{FAG%1ouF{U1S&*jZlf=O&bYtsgny^%WZ;=IuJ^jaEqwthe2e41@{@CK;}4(w zzkgUrid{&cEadTsM(od43d&vRvmS{Oz;0ey;o_s(bq`V$?kpRqe1r8+Hs~e{|NYmQ z)W6OImAx0m2GbY4AbD^tM0YRmZQa#Lf~<-MHdJb(KQNXVx{Q^b)W?;sV~+%yy)U>fR)*~k(#AjUbDsxf z1ndd<+V729Rw9wPoyX_igfK``A(P-=&rraxYFwe9y5l6|zejxNT%6kLy6!#%vbcW( z_Ta{U%!@Vxcnswp9IaMTYd>XGBk?Pi^rU+VV7>L9p5xbn9mHf_O7h>V$sFu=svRP< za|=HGWq3OOo3EML`uX|FEcH+lnt?wwqQ3xJkTB+?xzARnyTX~3VltW9m%+~x5V1=U{1 z)6o|?R)Rx6%CKTzK@ChYc8htO^dwx2B=~tvK=5H$T{o!!M5@_r+PvLF{uY*L{BbdG zz?sN&S zFZ(62|Gw*#6!(R=)B5Z-GS9hfnv+)$g-x&=VwOs$`LBC=wkhy_Tsb>PkBE~%)|JTi z>yW_N?7E=aY#izQ;#(y|3$TX}{dv*QcuHPDr}Kpmp!gur^{XeAY<^(VNeVwzAMrkW zW-=#86P-h)R^jCmINhem5SXBsB%uZ;h1VXW#Z8asI%n=*gT1~TLUZ-bA8TB^Kx^28 zh}(pyow-}vuaG=%8(l!6a&zbx$Ncp;ZNUji21@yR}Y?!JspA zG0=M&OHbF>f7X0ZNty1T0AT#*G*JYw-f=eUShK^ebR4u&oN-nzc}~&6TUlRrYHhpW*Q94oJQx3E);4`nCjdA|qzjKeSZC!9u_jlDn}) z0+;hswS1?B614t39o49J{G~Hl4d4hmDq0OAoE1G+yK}Up`_kV}&s<>CqIclO zIt8#szLk>u&GJ)LSsgy9v0HqSmoILpPIgkO4JlJu^$lvvx{3!AbWo6RF>3?b-9zqR z0Fysvy0-lzoO<`Kbp|3{6KBP<`ik9xb4GP@lbfNJ2aTy=`t=Ss*y|nNrp{z@lfY@8 zO@<6b>bzaJP<2bnJ5GPqNKM(V#b;XS9u@JR*z!;Z?mw&(ewPIPc_M;Z%~|$hAoV@^ z%v0xr>#Z*`SvKAiaifD0{{X_jGaL|Ym(7YP21<3GJs|3k8lwB+j~@0XlZ5CJegH{R zKLr>NVLAiIM!ElJBxwQ+^iWB6=caR7x(U0Q0^{DU3+kRNed2g`2b5RtEPFA2 z|LV4#-Z?k5_^H&yx9$PA+&@X=1K4j9!}Os~0oU~ILHJr#SKaPGqS{Ow}#iKO#8OdID{pdA8PpnXlEA4SDrV<@m`_53PB94k`z%hmzZAtCU$%-BX-<3^x6GMH_#tLC{w z*7L%)VkBU)@hGJsa%5!cS&H5Kp>qHNhLXj_4(Ad9{Z-AQJza%4rt>pf5_5vK|JRM zGI4uk4W}=({1}tj_9ZLN_V;n4(dhOy*3*)6VA9x3;AsmfEu1f0aH9Kw@)87T5ja51^aiEXzA3{hNY&XM$K095C-L*Dl!{7 z_n#2FA9CNkRUFCBP9*y#Cly#Z=C3&oqJk%24uT5H$)_ew@;i4`_yajkpAP01#-90Y zo=0LRp>Er|YmVQXGcvQjKs*saEk<*Q@hYLd4U28c!I@I`%o47yxmUZlYP>D-Gd@lG zU1A|fq4Lu~HYOKw%Bji4wS@Ilx=;DSMrexZvgzfdJYjlqoZrU=!SU(CR_Xq|6=6*O zOp~p5g0=tUpXn0FtaTqm<|J$a zRt}sa$We@rR5j86E?+8-H4U=tX(O+aadgYpP^)pY_tM_yOvzL%OqR@g6k524f={7 z3T{%rij2rE-Z*}d0(egd(FJS{W{Sk!Z7S;(zfgIo5ppm7rvA6Ahp?#85v5UIoC#@( z?9cDWinDef`Y;!xNa_0@dqRflDOMgyM+fTRK5{+!G8Ow#66XGC*=o>}ng_xnY?l=1 zdI6JUNT`kahB9Qe8~N=IeV!9fuO{TntV5SnN$pP=nLHiSmT2?DJOy$V*LsA>o)Od$ zp$#@<9Ie)wni_eN35`V5P)&?^=)V$qR;!ix05bFV;CTFFeVAXf+mqSU+I`&j!^WYj zeP`Bs5UAo7c}1To+!|WGdj3|rLKLfe`}rBfk`?}NjNop$a0sRFBUOq}#ffWFjZ5Y7 z4)36(dkJFRU~YSYlI9H9#-fp$z!k6>%og`kzon7AFt!+BddEKxxGnlUbG#z^=K_p5pZ|( zi`wIm!|H7|M$_IO)p6Y%2@f3fuu5wea=K@`fX?6|L1f9{q9D-{mV=fW)7JBIsRFV! zV=QsIUTG_cotvF~62w*2=M={rj^=NQ`n8?vapl<|X+6+pNUR7Sk?wb>eb6lOdsD`0tLE$*M68_Z~A-Y>)w|CL;!StOxRFa zlU>8h8P?VltE2R#53ngp}&}v6Ka;QqlOYs8v z@ZYOgnhS9!@twIraGU3^1+bsbm%5~vHj=A7idKA(h1NzzayFJw5vnK80b2|YAyWn0 z^^z<1T2N#__ASq*A}>@(<2X{klHUvN~?g=bR6`kIV zq~g>5sMmEF6wtWTB=0)6dJ|{JVJ@U^VcG1dnBt}08eWfF^WktNopVS{S#-VlcCduvmWcO5BRL_nQUg=*6$id!^9#im3tjo_yf@SVUe3`Zf9; z75=2}Q8)7I<)a$*2;OdM?85}gPhyzH7XHDKmraTmiBn}FiW#5g_8cI=reoaLmhd9I z!9yslAxx4!Jx^$8&Oy7;E#~1s2`Z7BHyCu?fHEXLsv?-qIZ@G$VI9!^BWKGfCsUj- z0{p(kb=d8*HF3Xb?&8}+Geu(F z=TAVLgy62XOWiDIQY{Z8;7><8zU3D2a0av9hVZ%`P?yJ_*FRkbo2)7 zb>g}bF#k@s2;RT|YSdl+?3)ceF>^OYx$sT+#>8t{TvpwP* zs%uuB1hNiYx0id*`lzAidD>%V{lk}GdBnpb`~r7Z$Qsjp;k*KTS`d)6-w~I2?ba@# zrW0SEikaI(+|-ocLj0jAGa{w+$9|drJpa)XtHa?#fIOET-elS>Q}@%G+m{U&iLOAv zSkkMZ*F&H50gG=(oav;T(gUfz^$*N6jQNHupSf`ci3=@$ifYVfcX)Q!{sy6(MH9tr znMn4(T0n8O`}?V_w>uAnOQ z{HBgH?cj}F81aZ&o|62*heEYQ3UX9ctIGZHYdH>)RlNJ$2sXN!G5gb9fQJ-WXZx1= zPZ#>~mS5V3WN`n~)cNt+`aO106rghhm+>Cytr=Lp13X1|K!sNO{XI?v{P7zf<%o{y zr6}Ds#~$vPS{5+u_1OQmGCc*ybzLi1K=j7PsVC=Ok?T+jVFM3rzPLbV| z><#@~y8Wf#Abiofq`=5@In5J%@?YkGV~0%PSQi!E05HcGV3ur-hX^i0EkYH!qf)Kh z`9Od)8xzbIl`XR&;IzCG<|(VxAT|!*y;WiW+OY%|bi1B(b3hix&h)*aXi(=tWsD7{ zoq`t~-oVleAxrXs>f`FMXTMt|Kwg-YMzS31~WTI#h7?CZ*BIIgQQsj)3(=aMo^h ziBE1V#(aL1X!$zu;j-LTWhPa3qXD67dpE-f&M&iOrj`>mK;LMwCE*O{0LQ)R-~cx- zHny^QjsqQGxn2+3v9k_p`-|2J!uEb4NE$d;@1teeixylf^p zzC&&_or8q;kKBRA)Gf|FHHU`|Ok+65= zc0lsREqdUW7HZ>;kbwmtbY)34YFQ$tUu3P(pzFPOnVu7>2idqB0-n~@FsJbzJKUAF zDKX!;KD^Zh`scFpChP;Pm!lvU5_TFLf6w;i>w*Q_16D4jj#76b3oWT&|C@Vy&+r3L z;)MOkm$`?!iYV)mSRwuNeSjE#NFr566vz#|yY0VZ7~V$&aZ-M?9glwKp!~AYUFU_q zC~?j0W4AvDf1OsP541J$C>?1C==4c%&(t{ENfdaq1X+vBad$oPI0r)%Ss;&KHn-Yq z4{9SlW#O|iC2Giv_T+$p9;xX)R(Uj`@ zce?6QkAhq~q`3T5R7cs9v;j(5&9tcK_?EZ+D!lL4p(iT|EM@QUC(S!Pv6jO>MYvKM z8uzVue6EGPG&*k7arID5Z=8aC_3V)PuYsBkbRhQLA@PLtB~LZCR}ES=ym%!DkyJvq zSbk2}c^h=P<*plyUl|KDt95+0smS@+7oy@r_X&?Fw#oLmEnU!-S^YC~Yl(X&KPGEx zMyddl`R%)3UgY7UIEE1(%ZuPjsKdReqPi#{ovr!{{Si45CX2K<%Z#ilUw@qQ$N43p z^J)7P%Zg;=B;8MmvxBw3xjdl8&CcuSGwlGCi+&3|El)2`M0RJr(CXQFnvzysWZ(ti z?5?JquR8MLj1{*+5_m}Haj~bKI(_?H0Eh_IhH{_O+mb1_U5xnQ>(EChGb#o?ezU@; zj)Me>gl*%_98-IM$TOiMZfd_S=$UwrJV`4i-bnv_fw*lBjoR3*wg2^wEaYPbwQm%% zzDtfbLEyMlr|6+b%#rD@r&Igd zDuo!^w5q}ntbu3G>R3E*qDR&VzrIQ6{`6ukwTxl)r4+Z1U-nR&Gy2$`zh?XC^n}@y zTCgZx6EiYLM1JhUEVzT%ANxYfT`EY(w!{l=1it=)6n2yrN5B^{^TFJa+#%fmmqCBXYEkrAdwa;-n$J6FGX7B7Q!z(s=i5rY5u_& zRX8Ey9fkXic5A?E>&&KWVVuPWE2izvPajx*0au&{gQVZ;iJ9R)7mu}!<10Ats6iJk zPoo3(r!!4EeAxmwffNftAhlom?d~%1e?VoiH0;3k5Pi@ZIQjgL{~U}k)fU*seGNF&z3k9=Jb3`>rVJje-?%g>zI$`a?%I*h7a z>qP6;q0shw!G=Pzhso(@r=ddi9C-{`4;KjHV$r*aoiqbO%38@Fehe z`q{R3Uvv8ljho*e$));YSSksB!R4$L&<}ad2-E>$vw5ACzL-q?@mj(*e;=m{b3eW; z0m${?x%7jGT2bz`9dv{n?zqkLv4`JBSFioZ=?!P&5MkL1Vc?jmHjDggTwY>CTb5Bt zz`v7Fs*`b~T)up1DlX$d^_e;jc`7%O4_E3fLy?H=;4OMIPTYl<{>HEi~1(a-Rqw-qKHPVU)^GwR+-B% z1DED@04-j;#4yZP#+)_#H!@uWa0 z9qgbtUoKA_

YbZYF0#VAtJzE?dsddeND~%&tP7I7|N@ZHexzrY;9~dwm_g$}-P) zI1QJz(KW{pQ`4zAuO-MW9@}MiH}sjFZX}!?T!4-58Xp*8eWL?TChFPcj?RSEB#^d& zKr1|dbT0Zt_SaP9Q`a>#SBTiP-F;TF4M^mGNM`zeL4L_zkWX6zZ&I{aVtm8 zVHXk8*47cKFLAN4Eu-_AjDlVWB_?hEa*#c9Xb6A*FPnCvF6Ia=A%FL>vpDc^|5+gO4>MZbpeJwZW^IZPp2d2m*zy(Erk=m{BbZ1wCFKy>3&QY3Kby8&BvwzE-$2h3ZxuV!o2WNo&p)^vgifeVed_uVX2S z7^9na=+*F_#rec4l_F`Ka^tjnZM4z?g%x{gHtw)o~}!iNNmQ$vL7Za@zu^ zP@Bh=P1rWRf*<${# zQ<=_@mK|WW5U5v0bDR0KY1~Tq+0shb>eS&=pE5i9_ok$^-TPdcg>;s3ZLK52lii*f zCny4`8!NuFRqww)i`=J$SlLspl{BZq%9~g+TD!b{v4^FSX<@ru|435&F3IQLwk#do z3D-CDU|8$=!}Ku6zYA^4JKeo!+*Vs2+>r6xAtRgkXm5phk!slpdf06SSWZ@H_3oPf zldH$wQm#K=quq-5kvnTTPu_L#A@p#$(%df1Nj7`!CG=3I2=v(T#o%$LoXuh5BFE^- z!tApbshllB+TW!ol9m+T+W%1QCv_jZ15U!ND(!=OGLnh_^Bbu%eTJPl`ER% z*gGT!2I(%ky|&aEO#HpGF|}ABQZ8@Y!APOkCO>Oq|GY4uBaW4no0Pk;S-w-{mnW51 zU32wU%&6{-ZaM9zq{Jl|Z?lKinG25Xw*n%iS$Nuq_<%p6TXppq4Dt^3r|)`b&3h3M z9qpkz?st`&V3G?#KEi6fFki{=ntU#Z#_9D|PiOtSGg0ps`O$@vxu7AZ7u3hb{)*&9 zsD{-VVr6p)^4|*@`RO?>T{yEMu7v7i+f|Lm2hkoYFaI`lv50%-5Xnu`# zkA@c4H@-}6)CDk(2?qyE-Vytj8QB#mH5a=4PO-km8%uv5q9_Zn!iw>nKG7n?Xj>t) zAC~0*dx}sr0wJimW7daD`7AsYX`k+B=b2duqvOCeKjop8Zh8G%;WvW4tkR$f#9_hy zCMg=z(7L5ByYe4!h!vv1E=(vI$=>Jy-l^aO&N@>Tk;{F}lG@FUwoGepW%JwM$sKd0 z-d>T#rQN2N{mLM3sJxM%LJqd$Mdt-yIL$F?n5sbY<9dvpmXB?;4ko1UEEPU%oO{yt z)MPjg-kH20**Ldeu=v$7yQk=+#AU$fglu+1?6H!YH(Fx4XBT~(%=&Kp{_4xrTKqGl3(k_NxLmD*E|F}Al}-n{|TvhXfo z=_FnHpMH9A-g=XHvYdKN672jFXZxx4=MU4YY`tywv#Sm>>_{o7i1yGOJEjjq&qhBe z&}T6O*w++?pY_aw*GbeHU(n0UVIclOcQe{s)$GX3nJsgg3WCpjr_EKq%%pgfz0&Qw zpX&*=b_AQ`ZoUlT-Zro3>-1=$?KvDd_!)AX_d8cEf{G%&KI}Z>(A{A!B24Y7KQ97O z?l1gWa5=iTZNpwR_&FgA%d_^QI>lvs*~+`VqA9tfwAsH*Rv8Y~9?Zk%Utc|WUYLJS z0d9&vR51gJEd-w3Ws1?h|97arkb>v{&i~LmyeAwCJLR>aQ+JOHOH7ZG%-6cTq}DNm zHgjzX>LV9g=*^!xX`$!wa}IL(p~&%y{pI%h#$CLq}N^J6bz zHO=#MGf!a~!}s35Zvc^=Qu|l#r{u7^JO9m+WaHYv#MTqRUe}Pn#=T*O(&?EsCL*=& z=swkWa_e1u3+~MOaDqZ&iaCABM()(*t4f6pycrieZYJjDU`5nEV#&Ew%&iamXfv{XKJt};lo$+HAbDMwBtnDz<=8su~o%&o4E2#OK?gG zXYu<08HM@Dr!BQzhEH_9sN6Pk4Hqq7`F3yaP#??E7hER~l%`Cy$>MAL`dH*4rGd=D zSaz=DSJh)e(OR#eMiujjRd-VnG1uYGL^$-%&r4fyp0_aeBcuTVA zB+;lNJFcrN*P&ySS9wP4PQjEl7beDQ@z;2Qh3^l$n{>WFU!UjyB9BY4nTJAeD6`%> znSCK*VRn!&Y|H|NkCzt{(a3u})sd28E4l`#ip{hVcxNck0~ThCHJ~u0+V&~(qd?2g zWU(SL3t!P1*s@gaf!Zr+usUz03>_{OR+kcbWCdg?Y6|y9T=sR|$b-#N1>Da*(m;)7 zAJ0yjWFzq4vc+4Lt2DUb*BxfLlW+(2>juWD)x`xnMLtxFa|457yl5(>O%qv$L<$2V z1_LNnM=tNn1#%9QQOiZiU)}a5w~2pk$`#*h9-0n%41wlJaTtFaOh1JtWnQ82l>W!a ztrZLVx68a-|6<8B9h3gg-P1|+`=TNTKeW2g?-Fg#&wFendcHP4kxm#jX7U<%raAU< z#d2b!gE{uqe!GI05n%+O?k2!9eR*>3e#CK?UbSPkLYQ1JVyD4wtLWrq;j@{sb z_g%^G!J^K3gHxmvST9OX?e7rw)9Q?A*c;(TQJiB~+PmbEb5Ey5>$WJ1S0@%(3S4G# zgB0z^Rc}gTDyqhujOkoGSrkpaD|i0lmm67y=->zGtlwvzrj;1lWZN9XkMFa|IT{8I z()!^_7{r>zW9#F(2L9gq4)SRO#S@oiYCub*%!t{mY-RJl`=V3TO@->Or8UlIKh+_s z=Tw)PWj3R8K4;pq4sRthDvw7OGt+cAd~V=$JXpwj8>wOuxF?Kt`TX}-Y@>pfY_M!@ zf&?Yh?d_mXH-2yi^n;IS$UMOkZ+v7hGS_UM2dCU+c@5K_n9FTX`Br&YGG5+zLlU*z z8DV-Ksd(c8x;1i7%1OB~zS+jUhuHIMaysjq*j+4`gOq~>h%imvo__2H&Ut|mh0;=( z90)oS+A}g^gkvoyV0i0rk8M9+QQ~ zl(|06Q>7d&k)A)m^p)MgD7U23wlsE2FHiG_n?8+6DG)c3!P4ytOy{`dM6Q(`nUj(P9@!?R-_hxzTtm&Xn1UO+l=K1sMbJXZjaL0 zOH65<57i~yTYU7FhZg9NY-cxW)dC+ZGwCXl-gvQ$kTHoI*3Qje^d$g{A zj_=Wo2i>*`5s40+D4ow4K0H&9nM}iq%kakrgDew|&#U78g?&2nV$-q&kJbP5CHL5g z10)j4r3ZIjGJXi8Z80Zs3M`p9ow^JX5onV**&JT*`eh1Q_fzuQXy=YH*4}(=7ZM0R zkE``c2~;|_P5P9%Jea^GuC7%h8*e{!3(AM`SqOkoP^~pt zKUe^B^)bcZkBY!9ZKpZh9bcf9G49yI%g>L@5$*>mwb>eQJu!{h8K1kb90C`72Q5Iv zyk)MzHodPJyUs04RzZrCvn! z0?Ez4M;ks!cfo_L>-XaS>ms~nPVpa*?neZk)qQyW4>%{e`v}%1A@+vp_Pbef0vDO` z9Etx?PW&aDO}F^Rr33{3cMmJ@Xfthb1Up-K0Nu984zdjE7ec*4&oSob&~vB( z=YTSb?TU*p0iKPCf=!r<(*2{bswQ)5$-i~1pH;h}^#K=4^UvO5x0IMpfH>@1IyKb0 zKrKtZ!!h8IPe#Cydy?Rj9&8Kt+%C16<^_xD|snvImjA^+w5OE(-=8F z(A##@1bvVR^ol?X&!{6$XKw9FtH}9o^N->tMNmGu&*!h&Fv?4>)l1~~Rl~uo;pr+I z+;h4K4%F!GL$%Ly#9XXs2Qa2euUg+?CBK%-OksrAj9uLf-_aF03~IOw0sp<9Qkg$? z$ud~TMWOJT`KDvvUul*zwj9~XvT-*-gAy`=#RqzxxGm)Q&=XsJNP6v46nliX2q8?L z8ZSQU*`pGxt^qmX;!kA?Xgmu8-$$lePv+qOEexKk+KE>0N@cOE{wL>{A5SEij=d|M zAxCfFURZ+0g^;=Rz0SFqv}IcAA6W)Rga^r+cm`6msAtcwg;|rzb-|Men;FLT(10u4Q2T-9zK?`K`>e zW_Lxi8YJr}3rFMs0e*Xk& znO+TbJ{vZ|xow07#e+_d)al3751`=5X1N#X$#|wiLZx;GpNsi=?`FhKdxr^IKcWc>PV{df~3- zGImi*SIf#8OA5RBnE>YQr`knBqqZ<1b=t|}+|3W!DD+L4JB+K!#-&{=Y?*aKJyr?+h+t*$egjF^? zG%`0PTWN^l-J>1z8z`NtW@fSb^Ntms7_6DfqM^s`2|2}a>2&Fig8DyI*9`5JT=+hE?DPN+-H+Z=k~hV+me+{4Zn@4DGw2+D z$2hQSvTx`)d3>&DelkWUaV9Z4Qrl2Q!tS!9G6hue@kW zqN=^bUMlJ9_|wc>eq&gh*X17$TIL{$XQ%+x?qFe*4vpWX`spA$&>?Q!bk(je>>ZW~ z?u4#A{6@Qm{Udv^a`s@20@5qOc1U1*s@&VfunbMOgr zHtXBsqtG~FdtsO2g8YXG?HPy{Y5)VT_1QQwuBg2M_th7_8aXjbDI=VzZrhA`-_zkl zquX=#3G07kduL-x?d){<5kt>zH6kiJ7f8zpJeahsA{2N_{Tt@1_eS}9`BvC|oo6hn zr>UA6eiu_8&)%ELaIPM#x#}1F&yjRKZGFf6NC@TOVfzxOJiPdwp1ZC$)@}XE zSt$*G3_m-apBB{5Jo6X9Kv0$acZ_%(!K-s0zCRwa3U#als!Q>(u>0-pNALeaX-HY+ zgbej1V;?#HJg^&Nja^^cIAiRRwaB?+ z_p(<`b=q}NyL9{Z;LiG|w5|4^;+XXQLO0gxeaL!d)>@O>b}(yd6PTCI;&$r!+?CKw zTTXKUhZhO%eDC!a<&}H#+x# zZa-&~Z`S$p(P- z>i(xF>a?;?_7s)M_QjOeeMRT517oU7&{~#&{N7xFhkq7AIto{Q-7I@Cmz^T_0HA~Pyg8Kr*$|##(OH)DZF^Y6|%PSaGcezCr z8OEvqV323Qe~Ya+uum8$)1A+uFj8y>g|Jz^@AeH_o-Fy3CfK@1XRj4?f~q<>Q`Y$f zg(S9T{x&_{CMD$xelMe8al;?KorFKzNt>U>moto_pJG3N7Q(On+$NdC|E3ih3=Xp1 z38zt`)<8uz)F}3dJ#(eKQPScX*%&>B1q1ka(A_yMSYJ%e`)OXq0VwejIe| ziADrIGXZ}`X)&tMnI%)j;$tp9&so~67VhJzJ$Upr7)4hX=-z0E(q^=n8P*3dR`pMu z3v0ODt-kRN_PH28&Z&~=p{T~CR#y?e{yLvtMSli4p5+K;XIUFviemX)uTedpNhw2X zR>Yww)mRu{5y9b~9UjA1y6$7GZ_7uw?De&Y==ATs_(GeMh4oV^bkk4H)Mq4IQ9;VL zSzPOoLO-b&0jzhUcJM5z>TbJblQ&4lb)56p?!Jyj>`eeSBw!bKx<5hL$2MFDCR&Dl zdv;wX*&1}&$5GnsQ?Q;JnQcx7epze@NXe7Z(C`PH&ox`#oE}eYq8=Ah454|))6s;pr$ifN5|rK1yv*q<^MA0p$Xs) z`|Z1Gc6L#Z$IK4iER?bWy@+`K(IN7~fXl~zy@Tug7>2| zuXW}<&P03<>2AML<8HI$>niXDZT?*B3dZ-+N289ayRMs~oHZG|Q=xIMSntSkoBzWy z2mqonUGdD!L?4?LIP(f6^jWuCq(+wBp0klzR6;~PWx6j<4AFbHg)Sx;y!B|=cmglj z>c|=Kn5DmqAdfIR;>|S8o{zf?|7OmQSsQEeYNV4GW7PtrKyoNs|9`{odu{znN7Weh zE&aaeyMIis&{XJChb-?Y281mgm!vfd{6-G7MYW_Xgg)U!g^K@%D=zQn;Zq~?`yfGl z#nH;c(|yYw2gkwYYSdYOqA9?jli1F{k)!XHVTsZJ&()kd{Vb*?o@kWg{=0@Hncm>? z^DCG~%;!4B#Qc-y6(%k*AI$y84h)TrA@o(4p!O$QQ&UE=q|mF`5=N`WybnG?M-%1%*0_FQ};{e zd2>KMl`3xgmIF!wmkgGtT@qs{M|hp^L02&60%%d%`%Iq-=?3kmcj)%Qs!E_>4mKW| zQ#y~IU&+jdsugD?W)20Xf<~#-T6pg`p1sVh#t<^CZhPiSVY_leju`)P+??w-Fl3gJ zjtPgFks{CVwJ0gvTpgnY0%6ql<({H$rwW)frz_H?B^78u;c4X?oEJ6>bC!wt?nf*M zWIvfsFkYv1=JZ?c9CA#InJWbYP1C9trte3$2QP<0kLQeF3T>FN+YTywT5)A`jTuZy zc7N&j8nsvO`n~;Mv)F{u&hxy$4oQ2ot|j}H3;{K^ci(4gm&&}6FYjj}UILc5Xtl?* zn(!~^6S4S2Dl&T>aj-j@tmoeD>I3<$jf3=Q9gH-lO8f3avcLKI$dyP{Y{*GDkxEVH zk)3_rS5A8!g>!?E!@*n^D$e}5i0uWIa*)qilI%rW#z(M6KyuB@;)1N}Z`XlaIKo5p zxpQexs4k1{+*%T`ofJkgmu;>zTnRzh3N=EFwFmGWvvPU(kJ77c*)mwYW$HJ@x*EaU z3;YC5S>a!uH*!rjWRBZMvjmD?Qj}fX<9z-^Ecac9c^~RGujv9%Uw0-O$@>72j26;P z*ak!#!4;mg_dXj*1DvAT%q4Aayp)9#rWb6FjS~fAGiIF^`iMjhsMuL0F5jwv$LCI(BC;KBmkk4f+ zJBYPX$@X~t6-Ut=EzReZL*??do;ri7@Ye)$do%U}5MD5OYoOBpW zmOmqdXJd;pZMn`(4V&i_a8vp`=FDbUGe3#QceW`B7mKEoIDgCeFA0n=c&tfbo z!;!R=H2(f2&$jJ$33HMQ3#5$qxyU=SxAEet-@CQhT0QXyFK#r<*Rg{!c*)t$)pNXH z+aHb4n(mQA1*H1^4t-~@(3$(+D+Nn6=gsSFBo7I+m`}Ct6R;IXWHJ4noNfyO4PBua zVrM8Fi^a?9cm=NV-*C+J9;E66==zV3Lb0`Dn49A^*FZP%6fNrC8-k|*`)l}m<~xS$ z^}uGEXP63ta6E|9=lnb4C8+_Jt$VIn!pPK`jL5N4h!E0pX8JO1arZ+)pR6XOtv$c( z3t58fuUm53#`T3i#Ru!9_sser7CGa0 zLo<8P3zCw&f49_if^?IkF#xm(F2cYzn7%GUApGq%cpwG5UWi%rU&baVI8~&*HIkmr ze98~i$LsrO)ylvqqw_G_BNb-cGSX-VX<&6NHV7pBsVO~c1lUvGC@U{D>P^*(FYmPT zKGxzPZ_Ot+A&ZYcu zjWRtk_QoD;SO1})gGzEV?CCQA>${<)V67q>Z!d7nSuWHg$+C6ehYhA1c6r{oq@>W6NXboj#a&{GM$z`K_NR_uP^^ATca= z<9P^;N)s2&@OIt3_F!!~_l7qqDF)5(+ zT%PHHiZih|I~Hbvg_< zbK<;sz2$Hwf!CX{`)}jLq2pEk{_!ti<>h-P@B?jDVEVw>p$HtrMP6Bgn9HPh3j{=Px5 z(>ZywYrkrTY<1|+Qr_{jvqhjLD!f(-6`+|p)BGHTUCbP|+uGiA7)N%O?mCfOyphpH zNjhY&r@T4UXlgz^DshL_9;{S97`u$kkMTN@^ZgZomuZF!NqL%c=dJ_ayxdh6lG(Wi zTl#)gc>^68cmt$KpVDWBZ)sr1gm!+u+I3Bu(nG^tpze+?LGQ1j@8R6TOU<3j#~Q-F zKXxJ(%8LUKIWE7X68=4{1^Oq_8o7CSmWo%S)beF`eqOWVyRJ9%S8jkcs!+9JpH%bipnv+u|f zb$oI9Z+z{5LUbur&{nlM~t$Y831v6*wv(G+zKl^!J?{8J{8VU-H7Yx&SgO|Bls1~jUl2m+> z8>y=B@fp*ed_bjxFxctYa4*`lqmpXzpDfOI@qm3YUuwuVU{|?Z4TwaN?iCe7BR{mVTn4>HIYu0;=LN=_(Ly?jbe>MZ9n7t~TM2*zqpO^~&hUt`8ZDnU=s|IvmLL-#V-+`-Mlk6-9d3Jbl4)m`bcq13yA& z#8zNZ8yCdc&kxmQG4qqiW1pU_xO*j59PFDqzcWY_X*;Rg)4lf#WV6XNS)SCB?iF1T zU!m8xz&~9rNQ6#bWOv-1NZCF^usZo6yhyqYo9Gm9v$>EB=V`+T@bJga+_ecq%zHjl zdlVDMrJP7tVzuxWp--LQnkI4efFHEgwWftzub;S>w|q@~5qnyi4s}ZNZaeL(!!C<- zk(#2R__P6guXP3$mo04l`H42R5q_`@E5B~Jap)DUu${(mBl@WceTCpY zRpwnk7BiLilH|W&E!0U>{c`EYyc>RL!QIxgCQxd0*cFbH2eJBa&C8J{x=_`=%6Lgt zw>RQpT@PZDed%Ew3Aco@rdQx1J#^Y?3hNc;t$E}TQ)iz}!|`0ET55svVdso^v9rGC z@^UEImM=mZk0twgWen32N#PS<70SHEun(&K97DG%wriYuI5(E&JQ`N`TL^5as$ay? zHx2Kk!-g;VHH?&h#AXUD+(#4Q=Cj55BC@2WncZ!*on-@1B)A&PM9YP=3q@>jaojFV z?;Hs&@S5%$qx{$>SzX}X9!DfEziu2)ocUrWpqmao5x{-miuU+W_38|;yy=n7ocWN71tXPtkb7Ts~( z52cq}^s3>vudX7%AM75YgsJu5fMNbW&PXFZF}; zQ5mr@tqtd&oZRyTND^4<`uRn zVVA}`bh&4vUg{1?kEbNoCh)kU_L?D#Yx!bj%16rAb%L;ZY!8#ta+{yS($7gA zG%fNZ@5D{YPA*6_(g~}N54F-O=Vs1C=O#sAZaMUM_iK@~cuCHX1~f*avZ|7572^qM zsEBX+^WQNKak7I3Y12L-4SutGIm;IkoIblYo=y@ehZaFwS+Wr9F+ER_8AaBUAzkVu z35l8qP(p z(r!eNgghKD^fgeDd7TtO4c9O)(PMu)dWL~ds@WX!DYk{n+Aki9 zmp=506qj1M+CpI^TgkR$GYPl_<;{-Mcxu}OJ_U!Y=JP(!*LIIYBwGo;wpGwan>~0R zsFJFR_ahj)uR$iQO4YE*I=%o`3NIB$%BP#Ew-W!gDsYk=R;k1^r}zA0*3YW8k1nyO zz8x`{N6~0qH!0vlhgjdku-bVBF^nMr2xCat?v=Q6u`LVAaLxq8 z)#hr>zoN!T%Td$9D(LTcX1dQR!jXbb>&S+Bb_;_h&6ZmCN3xIP?8#b^ZHv6z^KriF z%At9r(KL8OeNV%%_7EdXXzA5wbGBW4X}s(_9d^aAA<}rkp-|_0H0dm^>1>9EFaf@3 zrtF;6e_2`NPYk_;_FL3D-;B_Q>60YYD0-ut}rAv4KZ%N*lE>t^?P|*4(L7 zE4ZF+Sfe+`7R{p8O?0lH78lj%fq>6(-w-O6BF@HVZ4?5mLfzUt8fbW# z3Pu?9Bqutp9gx`+kI3{W{J43bNaH93C*Jm#E~^a7NLh47H$}BrH8%b|*hT}|AZ(}? zw^QP8tjE!$27?}zgYkl3BZ03&Bz$?*rMR4c?s=auD3g+s-_s)E?J;;r_iVQl`~@rR zHR$!n%?WumM4Hi!;LwO8?~~~85>P6?s|5&nUkDoGCyA1s+$e4;9e5>AoIFEzk+;$4 z5I&(?=S6gyCy{$InM!-zTm)!AV=B8y+O&9b0!vbG882BJnx)MRl3hN8ajZsEP}vYo|dIz6mkN*C1BhwsQS7*!kJC*`u%!p zQt9zG`r)7PL}PO~S^SPLh8vg3i@|kdKB)~@aEh~-P77T{sWvoIb*HwI7EZjq zsabB{XAJeaqy#$4(eJZw$~5Iw<0XZKt8i$|umd{$%qmcIdygEWY-q+NhhQS#S^<{N zTHvcgV8brxs-+W>bNM}VkgV=U)?Le;$Z%BaK?D7Z{^UAFT7+W8Taxr|=X9SCF|T=U zIsWl7Vtd?6Rq9@q*zkG%5LoQ|?z`uo?&0`KZzvbRu!_;c@Y|${$93dgqS^AAHl%-D zx*2z&B`BNPzEC-7`$eiC`WUX_G{x`(IO;A;jGp7(zY9E#0MCc}(+gT`I;E=|Avo^U z_StC&qe1u7tmzrG*!M4GWLVUKmk5;HFlAGeGp`c(Pnu80Y`j@|2a5p}C&5y*g2dE= zDO=AJj>H3T%B{mm)O9|7Mt~G99=6=YoXq4mMFWdUO>5w$^I^pcQV^{ZOKWNrMkFO2 z_p0bOukgqjE&!5^!z7xe;+E33FxHmm2YxiJYp-HqGPkHW>fymnrY&bOG+57%IH9@( zSA`ploJa}%g(vF@Qw(9tAu|*$UuH9ml#zjpCDyv-el5DD3WizeV@r~BCohMa1I6wJ zYlj8MOW*6*hn41t?lp<0SD~gC-l{VF(fSNwcAXcgw38lp-oIjSbYn=u+3v4x5Yw^Y zh|Lg;c$5gn*&@X{-{nuOJ6G^jY~Qw}8H8jwbxA(Un19&!(>T-V^B<}9-npQS*?MWR za$H)TK`h&_?AxD4`|H?ne};A`=iLe`mbMGUUlp%`6~zWt9+M?^=uL2NSguC>Pi4Uv zud;ckTBzGv(g1So;TgKQV9t?p3#WZbPa4VE3>6|A7FZ?a;2n81*W7#{xOjDn9RazW z6jWS)UZ|^6ka7}-mk#5gE^9VUndF09M#_@MIP=OA$Te7Kd#;lA8#20i;-9g4Obbad zQl_nf8P{qjY28@32`w+mTPGB^5Uj(>u4&YVQ|^lk11ocMT!)!7Y6$h&NpV7W3V?A*Bde6!xUh|&N;1li4H%SRb zRbg9GjixfQC&NWC{MYBMkAL4C#}&Iyjdi3_V;Tz5ct9%CGw-nb2B%LU<^yC9&w0p3 z@Y2fI!k=zE$?8DE_{-zQh!0&8+!+n1dHuj5aj-O!&z*3_m{{OR@Y0UL^ZQ8{gN&xp zxuY)i5{!a~0-DK*ALaeJz;BbCc4CnGtpvk8KJ&54ElijHfb>&=WwGj&|LpYAb!iEjk#mxS*-vrNKs ziVK6GJJ%P!MiqMu#hdAcz-*j6Ley?ul5g8b3`||p^Gwib!uDGJ{F?qgKxNl4Z)n@(qioe(V z8}EoTPx`it^@p^hd__f{N!^QMRKr!Y2q29Jg}hJfOr$V1P1z>XHep6 z*(I69fhCpkmGh)^v~g%0QR-nO4E|l2((m%8p>xz_g*1zy-F8+5{jI;{s%&sdPanwz z(Ycqjb)+9!nBU7d^3q6Ugwj?)QK`hG>D7q{Nqh#^TINyD=-Bkek43jrCwhbCK133c z2SB4(j`=z3DnQn*nR1zdT0kwigdc%1+QG0wchAv$I`c=?eB@1_2B^WqaC_u9fa0w5 z{FG>(-s*C)srB^L($7XAZbzulD^5e!z_w4|BxLHF$RqcSGJEcLsWCVp*sC>YpuQN? z#6vU5z92}kem{``ngXu5>fcyZtMo(x)3BVA#!xk_O`)k+gjeoLKPwoi7d@RGwL%*& zcJ7bj#@bSf<>DybVmef!^uR<&rh5#HZ77su-T2x>ploG%55>I zyAM1plm52s@<|hCjXQz_Mv|$diG_@tr+DVX?VvldI@ID1$M@a=kN+F9%l1DaE zYMq=@R1HUk{v~2h-l>JhjxZB-KEz^qjP|graJ5?GMUr04r9xX3EM-?afAx8w-+p<- zAVBbl6fEq$-_?SZVC!64OgzmA&iNAx%A2JpnKfU~;!H8E z@A3;jr-ja+P!P$%%dwy#-b04*D@O6PNtH~NqKjgeS>jz6-v`DPY=!_nR7Y`(tMd272{;NQcJGQE-aEy-w%9!Id~09N99 zo!WjSaIaT4)3*ZRfO8jQXCnEdfB-$D>cgZM z?{`-3vt8+zATRJgS6v1tNZz+iChKTH1jzF;bjG5pJUawN0?nfGCm=!IY@12 zf5Ca;MkS-o@%417lCJ_Qyj2FpZ~b~mhQZNfLY~qmu8{8~1zaRIv&t-;(r5Q(>S3X0 z?(yJO<%0Y5a)Z%0J%oJ>a(ljhtn-X)vdVN=H?^)G0o3a*pDdnG|5wyj?4^WMCWsLG) zCfykM)29>7lp?n;IZi++HIO#|e?*vayCBii@0tqw2rW<*&yHH=q`ObGJzo=ofh4!?1O_x{p^p-O z65=QSCZT!LduKS#1BNu%`-FlQu0VJ?9c}SG@Vzn0v$v$17AC$m3?UD*T85^NS9*0y zei>)9#dcltQ)dG{S-|d!3RstLN=YF0f1=XdyaW<+C%u_q~TX^8}3#V@W>lo^RC~J)4qWT z%O~v)jT0GtBNhAFlCLCUY`WeHpP6(2b?dB4@r%<{Z_Y328I(-rtSe^c%7+HA-lB53 zQF3#}mnoX-AMFVkweDrB1Lv3y`u@tmW5$GO&JeN80Cm?ZF>$Qu;J*W6Kr#>Vd)MSA zzDlC4FGy|r?nlDVm%1Yoc`O}0QpO+S$)`nHJ5P#U&WeE)-B7qq<#-RitQO>E<>>pK3nI7xKj`^s<{|LX%qyyfC6dUGkZn>583m{AM3>fEA_()i zDt2UKi^exEmj|3VNDO9_oy(N&mLu}*Uv5KmD9^qBOtE-?h;@BgVL`HqtC0{;P=#(V z(i*w3Ya4;_DZ*IJLnK&a<1Oqh%B&xPZzN=>$XClvmL~2}C1%#mrZoR z0eog{-fKkZ-gtV;sCyh_X3MH_ngNB7Q7C1wE1?{)geZ@F$Dg~{`G@A2lrPjXUA$ih zEM7K6cDAdV1b%Z?=WCRw2A_2b_<^AX>pSp>bA|!ckM>=~kmj;&R2>l^>qRg=@^l{v z%CF8nE)|Bjn?Kg^72IKaFK!<`#+NUWTiwHSc3OH0r&`L^%S_lF;gZI61 z#szL6MM@);U2@rVeMdroihqQ+ex~UKu0NWGYo^!O`o4DF-kZOsk>fE00>I9&EbtI} zOz@QnY)=WbKzo-}nMibRejEbAq#r8JEsKHW$$qx4cCy}0&+1wD0=jal zV&v8+PxHP?gtgqJ90&;idXwfm=AF2SqPFwp;J$cRt%MomrKM)rw#*KjieNsvnTpbM zMz;|4=Wq7I-%et)Wvgq)1{j;D$hWGh%U`XW+F*H5=a|owv+%ofvTEQ~k-0sVX#XWs(uS}?9 zG{e9nIh|Cgs$YCHPCgw&ACCvwrHXZ)M&rGGQMRpn@tHg7Tc^^*psDLj)QhbcYJ`?E zq@z?z%5`La_6~zgKL8oQsQL}JX?465cYH*~4r~-ElhuaMpiTB9A2RLtc9ne#hAC|G z{GH9aeFr8SAc;=9iPcxo%;8zUc2q-OfhUgDXuD6TSNOhVa=&7ITk&iT-6(6Ybe4sEB1u84#MDwRn{H#L%hxwP)(pHMnZ#0S?x{Viof04Y1$<|EMi1W5&R65NS%j${wqqVR-v4L@S2boIY+ zk2=gzn7JYBBcpHB;wSm;Urjaw>c4~q?ziBdaiG&9bf(2NE)>t)O>ClS__kjH4qDc0 zug|dUosnaSX3*4pQYVER!^f4d_3I4lKgz%A${7-Hd9qNEx^eJ8*ZYYYpN5Qwi~Ox{ zgjplY(+~o=9Q$dPH`a&wkjm@LA{vpr2BKZ@U-tcntljB0`+O59po`D&#Zfy5#(CEh zW)R;tHeL6@y;4jwh)3F+B@<0Ilh+I8oqE3V-!^q_FRZkQiKk5Jm21YSFYjZ*VD#f| z-e3h;pAXaUgWKmP#{Nzq62(i4*uwQ))^qsCzOU#pDqYTPXq^ovt!8kNR}t7^LD9zl zA@3H6st`v>K=3r`E8slkI%o`7R#~>+#KFG8RW5xpL=ao)x7#}3QE?UEcs@%7__m8 zdP?~YkC?mes!-xLD7O-tMAQpC=s#V<9rCKJ!NgZ%D}j?vE&XiDF%7d1LQs!QOZg11 zR$2JerWS^?e%DZdFSl0$VR#pPW>EpbovhSgqaS^dn^{Zsca>w2htr$Z_Su;NsbtWE z9iy?BwrT2e8`G9K8F>2*6)TvzGr$Z$HqqEuVG5|4Du>ey9gI6Zk|dt|V)>J}c$Yro zeXW@2`C4CyOf$6+6Ejp{yz&)2+pd6PJMnxK?6?@INbmEJ>6J9x^;~*An_wz6_t31U zvv&;V9NxDWJP8Z|=*}Qj+L?tp5nX{k zfw_rpNd0VO1QVNzYd>?dRm&E^+SPW02EYN4+bcRroI5MveW%J`ojd-hTcAtO%Ej)^ z1n`Qd0g^TMapkbcr4^QBB=OhJd-$o?4g%(YNDfUMN196NW_D!DqRwidAOksHuJz^pBgAI)Bgb~4 z3)Z2hQ)0O`C|Q3aLmx}@;f=fGh377l_2SsC;>xjklYjY3rya=N%VIGi7#uE6Q%1{Q zwt&V^EZKZ4F!GOeHYj;ft#mQ}7(3<-gZWO?laus>pAH2ei(AJSauE!HR!$E?vf7sd zC*rbC8u$^j>G#Y5d4*7};6w*kjV-)}qr9uXspj%4Op*Pu0MNHgZQG_l7P3BneAqv4 zUkm3lz^-@^HS=AJG~Mml|JN1Ar`_?wka`$U9Te@%fb9*qSqa1#3^+kqV~#JrON(uP zG5W?M2eC-!6C&l_&v0&koF0}?Z6&QqM*!;XaqyA0vXs>DG&^kJxA2H-RE`@jQh>aE zNnj$WTQ?O_G!^_bXFN0cVSd-tda_eksbz?E?(?x}AQpZzCH^Gor=V+N+s9m8{2qqs z)5YqYFZd>Zrs|@9quBwX@F=gfGT-lEoV-mhaCV#v zklypu`ry{aWH;U1=&wp~4neA%9QAz&a|4N#0QR&mQ&hSu2XD@XR|&1M+UL?iYtHiu zl5jRhA#S2ssv&$M>>JEm?^$kp zCf_cSrz^~zWS5u@GryC!w6tqu|IE%5=m0toL{DiB5EjngWAvLCdWW1XMK*UmEd@rr zLmE9irX>v7gz9RV=yuu)e(Vy2^6LoI3Ap~aq|osz6p9)iKu!oW{rT}V>}d{Dd{x0k zH#IL-)haA$rq3{?S6Fqv_FL}C*^ZAMOVJxCU!mO00}D{xO{+DN`I}W_A{V% zP9EyBAIe1|?++$@aDYhj8A4F^u(n@+1?9RZS=l z)_%~XEUc4IG!KDtr>iW@6cw47s&sc4cvBP<9JC|^%RS7m0mz4sfANK23=Exi;JFK# zg%#D4PA7h_{)Cs+TNnh-520;kGS#OLe%V*D`xexX|H{RP%G34h=r8^8 zSUf^!4dZ-o{o+IY?!=P=k~hMt5V;C+=BtO>=F&lqP?~LD9G;nw9S&cJU-4QWJ)rm$ zU$J0jO$g6Nfb)7Ot83!B1P%@j)cD9k+8NDGvX^t1vuxO^T6O_)(}-Rzd5Z7iY8biw z`vRl#IWW@zkbw5|P&LW!&YV3vRgTv;da60A?SC*X!TmQ+c&UpOtKry( zdrt($FU9Tj+aHx~^&@q-HmMbe8D>6!Lz)3VUA3@iYYf_G3%LH*;n@?p+3y`uwa>Tb z(WIC-ZCIdeqX~1{8L9@=yBDtxq~w|(B|6yMx%c-tx<~)m4sGo?))JBR`Rf{xnk7AW zR_O8igwQ@D7%Y_@&q%%dNRqY^8-)3{B=sfizBprCLhPfGjT0r-dv_RS46@j6d5Z<) z$4iQ1z2)9a2moHYtbcGw_d(BbF|BuYF40jzS)C2xg+UH}n^7{@@>3@C$U~91o ztpCGv11d`dSf~64F(<~*VVv?`v>mP-M{>dc&PUKm+Pg*_hA-bCcCM0*xbQjo9N!H? z9b5&83Et)J_+vOlqyL?8K^^DT=u!*>-0S%jiEr(P#aa9%YQ%n&*1Ht2NyImo9MK2) zq%_0DEn%N!K578M`m6d{uKA8x2VqyANHmH+0H)s`BJAmAwG9#`Wzhu%cb&aWY|@?k zxgGVezj!F=W5PFz5_6QDA7_-KEAqTEyKE}(#jy>%wD4;-@3ia`Ak?h?YwVkkYV&0% zi8hJNZrVf$=KrXOa)*qMz||At-?RzjpOLjkR;m`cKL9TLKV2mK$oYK8F{Bc*^oGA4 z$RqcRIj>#fq0{#1h~TeqV>k6*!}9#MUa|`^T!~|Nna*S{rP2%dkf{Wx18PHHR>k<| z15hd4p5n)c&iCW5kWFG9G?;UXt|o%8|xL9 zT`=Jx7X@Y-PUYhJnprlbcKPwLg%|I_AbGDA#x!}%e$hp$y6ckkV123cW2%~egRIR& zAG~6cGkaUemkeMO&_{&|wl=(KIM>U^AGP;?h#aNA$Awp(t)hw$VNe*%Quh+u^m5Rpr(LtOB5fBLQy$JyfJ2sNO%01gI%R_>_99SJzt zq-g?4180MANb|NahoTzKeD3pK&j(RMbl;MQh^ajS{Mtn=%80W?8~CHMsgldUIGQ`~ zZw&XJ0i1zJd4+V}MAiXP2Zt8q3;D1Ae{)Ge$(>BoOvb;?-=6r+v;LJ2M6ftJHpCp| zThOCT5+j^S%URuA|62+hK_VQ;S~|eu5mxj$5<{DQTBa*)y=oj!2b{;qr8oGg0i;(i zdMgzeYZSKelt2(og-Z?%*%^|T)-$%$6H}NUr3wkQ@*Kdl#EVQqpKD)Kte@4**%l^T zJCw9}SKnEE&Ue5qx^Q4Lj8T~?diV9E#yRQitUep&8uuX%3aIg(dJ|$Ye2oO_OBtHia3+o?|Pm41z1iKbPJ;|T%<(>6Hp@vKE zia(@r4GOBc&sr+(*fh2ih7OC^)LwssVA|9U#e?H(!k_(uPNqI$2erVs7q+vR6Q5xT zC49bcI5!qnGt)LqGsqD6%sPcc<;`A?Q?zoSV>;KrtEVK~Uw8_!LOM4WoJ=ktM=DuH z#yeZT9hA;nScSZ+c?(2fdbT~qDwi6YVI^g$O|Q3=z%0ccVrg4BURCMmP$9e~+|9Mw zB@X>?21;u=mO9h9SXD8Cn@x9sns_(-&>OgD)?Wln`)O*u7{2FIVDD$G{!5Y^C}h?8 zU=z`92M7~~jt)8h85w2)sIcV#DL(9Wj5PcqaEWBAj+jIE``T7_ezL-hipYV0eB!d1 zdbN%!ULHt(6m9==DB^zSNA<+D`396!ZtpJV*WUB-fnkj?kH5v%cc!c;-C^x`_NhcO zaH;B8Q3&)QQQ3)H{s~K4e9zGwqKAR!z}Y{23A#$y{hDE8igw(y{CyblR+B=vd!OV> zbs5k{w{#VBYAOHKhcOTo`S$fYB+!KLB5YaxYtU-Hd&Bw)s_YYIF6;ptaMT#y6929D ze*YH*1_M*aFsnU(#%~DLvT%}ohl;|KA~*Jiq-2+Z=h=DikYbMSR|bieu^vW%J|fc@ zTz_O?&L2Fd+3Ffm;&3Z6pV!V^{EHfgKs?NEDk~vVemoh`p=xXNAe!~x$J3=K9Sw6j zyR`7HojK}=kM2`PR2%C%b%olTeXBsZ2>J|L3Sjf(6OB)YBa$JZ=KMM2(qf8n4{QGc z@8axP0z#cGyRNoD;=-;SUw=k72kX}wj(p*jrXv5D>jF3Kd9qcN%V&!}Vh&*1$qb~9xKH!q z%SHBrI@_)<1%w>H1$`|K&pc5E^5dE7-2XZ;Nh|QSNh$lT85wE z^$t(Yik~Hw+EW&Ev+QX}Z43TD$}RR}+OXj{(*@5LtAT@xZh9ue3-PckYdoy%4)&KtgEziVIYpL9&XAuravN2roq7F(=PJYrFMrQ5boZWZEj9;XSJBdlxDS z48Fyx$7|423NX=WCb!3&SJI!;XOJvxO+K%xF60=P9+fR5 zB8orFqMit0WMtiQJsgW_KR%V0)c5d|Ie7Wn@7wazieHW%&-zD=)D}iGwSu?S_6(km^qoKzPf(N?nUdX}qhKrq(M!E$XtjC9MK9 zM2{7!5DHPp+KN+Y)x@Wyl)U|k`;?vYL5$J3@7A&+4|A}ge$JLZHCU3OCu@kvU)Ce6 zYEzJeEu?XOvxOnUt@TtzmvX&_7BE6d@15nZ`fwXwFEG0P-oZ0qSK6P$Qv^dB)UWX| zrYRIg@~)(`=!l6#FK-e{zAqoXGZ1<^$cCh3{Es$7lF5zx55D>FNra6p-oy+9G&(QlA^AanEjdDZEgtDU%HQ~6!DalS zpBma7;+pGNnGJZLW4y$t_f?#L5#?Oa{ki5L?Sa^&%=2}cii%KcKmS28;1*D0Z>c^F zjPrbf=HFNdry>HL$POgtGp*nGi~tN(=$8|7tj?MyJmFwu$I~>B?mD4nYiZICFEkLL z{}dF{i&+{EVh4PY`o<%`$T5QT)ijGazrcrnUa)944?mYOGO0?eN!4sFjTv=~d$je3OPvVbTRmO8CwVIa zG=}sx{l%^=?@Rq0Ya6XDd6%tXzoAoXxI>iwus!S}k-FV}f>s`<5QA}R&0l7Rcjf{z<&a4;Vuf*a>@$Y2>%}q$ zj6a)q10in6PlJV)4yLR5c4k%Ii&)`78N+dERMn-ds;xCAOzsi*4oK`k09~$7ZRt(b z*2)nOMlh?q>sUz@C}}kvI(YJVp92l{<{!+k zh~%Vc3`v`K#S>cA3~_UOy9jkS6mV<$h>OFockRXT5iN#+^x7@_{ftZM6m6Ghxzu_< zZCrfA)+ANDU~Mgr&0YcBr+Gp>8NRa%x7HU-%n$5^iGMh3VwbLeMrK#0^{A_b%N&}qQXW?Cqbu`XT$hfA!;KKrNlm6Mo-+AKus+z}Ml; z@emY)3le)Casm24T$Xd-W2I&*TZXPR?hYfF568^^Y0b>zdYZLuAOXOsW5? z+J2d|mI|$ zV-qHYIXV5zo)4GeqZt}s;TGWodlnu84)M2RMYqyP^6II)o26f>|MR{fSN8$|{}2j$tLFUG zZ}*V!w6Kfc!gZLqW4j43Fs{S4a1FN5S1f-4gc4oTKhB}0Kh7aUjZ(xi%dq6rN+xmHc8wAxg)>?U1zPDum%r~6#HxttK}EW`9A zF!A{wskj_eisJ+<l4&4nf-{=n$=jeR2LmwaBPTm8E2hdBF(O*dT-Lxjgg^tj! zs-N|=-PD0_D0;@SAO$xTBPpUqz*Nj}y;jJQkDYrl1xc-luN7lD-B%B}pnADtV zD6ELYs2^x zlKs6sOhq3`+fSK`9!JYw=^(Oi2U3vR!Fk_M%`XtAO<0Odg(f@W{VTXp3HjUj1aiCF zjS;ujrO!~&X<6MfYt!A?@*sHE+PPd3X75|p= z%+0DFTjj_LzkkpF&I7d6x@0W@id8zN2PGLBZ8fG5YtrmAKmrMqGnWji)QZrR~%hGw48K~*7wwWTV# z#lrw{t-sm0Me@w0d^+~N()N;^2#``w=mTbl8S?vz0&F*Icci8N>E_>#7bKDY?-w&t zviYl`^Z%w?^8e%`_mW?7RF3Et)b10jEWhJoo9GLwpHoV9G4kO7|t9M!Jq)Aar zM+5#W8nYR5V)AQmU1@Gzj-b(Rb?eU!()f>)h0^%nWG=+Os|4lsQnRSSb<8>r|xn(jyM*C-y6Gx&iu*e?fa4lO|4j?5BIqzx!zY;MpNq19aT zCMV9nF=}s-M;m{Z)us0&(7;WZLFP+TP}3P?>b9^+2^O6n-wK>MC(9rX9yySqso+EH z7N0-N&jk(0_6ywsae2u@?Jex;D`M!*2mt3W()9IPEh@)&2JIgLLb;k0^`cYmsoeqv z(K%PAR^WI#N|*5;O`d{YUYpvW0S*8~_Z@IwIoN7H703W5{PXf}U;=CyFKnQkJ_uCl z18qmd+#Nu$c!n|l6kkL9pV6WD09S6+94LsneDS0C)q_coCkajj0AK$L(%td`SMDH- zJfOrh9<|~~q$(cOuw+P!{@*QL-fy@*4$r=UO{3c3kjGoAoje=9o#~%q^!XoBbB+fI zOX@qhNc4&}JX2;XXZ=Fby0tJTAcX-#Qvyp{Y^vjfEZCwr3ZgkQ#1u?B zmTj68SYjuq(~*QrIl!owSwdEG9VHstsDr0wB?OS`re$V*PY0b{)@!}s?kx=2u^%}; zrvWS+gJEXE={|m;Yb!g=NLSEJfwg;=tWsgB5f9OM@PjSMp5cD&!Y8-=d8WGWWuKz2 zA6(vFU9sVCT0Rx_R-;U7%=BvPJxo>#+RB@?urDC5kzes* zy=7Zc#KQ#5FqGq}?(j`$lQuCsD@&ys=z`(X>tS}K^U80VYMVp2iftGn*ru5AA}Jy> zh4Y&P=3Y8Cvgr*KYR=iImzrlfBsxEaBQFsviLHB{Ec44O^+N3p%Y*&K$aHGRL=iSa zx=+0KSXm#ffzZ7!5&wql>JIMw`4%&~pEU*{hfa+Q3VRLZ=);HYV3GMxnikq04NosI zN`INS@*c5_{IWV#GcR>6@R8FOTKjogTjr~MqCXUWr|q&Cu(q`M3J6vzj%;-eEcAA% z+ualuh?oL)7S$U96E#TZc(GRST-lLs>JyFsh;1&f*;^p7>CkeWrZvHDZ@mL-ecxBS z4hCm`FF|hxDg);tmiz?kxnSf1UovIC>DfmV>Yb?LKMCnQihH%MMpHQFs5+FVTSSFB zQ~YVVG;LXtPU+!~La_R~zB0@Rx!{hd50G4uy`=dOL&*mYW*XJ!#IizUt2P`@-u zV2|FDCp>%w-i||xy-;%l$f&{LwpR}nOwJ51a&Ehxvz$gW<1uw|zTN%q`KaBRG}N6r zCsT>!gkPCRq5oN=i4VctLTM)_iT2ES2zv0@vJjILY`8u3jY%7Ojqk;5sGF!pub|~@ zVRyY*zN#dAVdLKR9}V2e?8g z?gV`st8-BVEiFg74n02Jb>tih>;g(l|07hsX)#5i+WYbzv;k1aEHAf*l$}%?%?4s7 z=NFYKTK0qN*0$&Cg_MS62@oOJMO~+aqf-Y!44%vxRSrTz;{2)XQCobCKfRHMo89#2 zED(QxNfrTi)9^H{Zw8_8*;ay46|DV)t+Oz#7XG<-_@)f*IMBE9*1YnFY~A_gfR_oqjCVj9ypAf98q93S4Z(LDVr zmYWW^9>bLoI&H$=Z&B%BVs8y47y)_47#;){C2;+DZ)m`XkEHZ05j?iHn~$s^`Kr%# zzQpV2irRL(XMD>CWo$u2vL*#b_X)rNS8>{2)&YQIeD=59tN9eCq&&sGq3#D8)c#fT zA2$ydj1(J(9%2m`3N+5$-!qv)CFY#g#Op6q-Ku`SU;l)7N;-B;PYK23sVPY`Q>DIK zixEHeQcGw=YKYEUWLvw5z($_luG;H!Wg*_sb_Y+5t>;H>GbvXH#dj_S@Gj=)v&HA1 z*os4C8%pdFSlgedyWWH@$y}kwN@<9ecNR^JB?%;s7tB zy%Q0?uJ|RTxlg7Unmvm><=q_;3G{*&d4lVvyfaM<{m*uNtHl|4eZ}5i;3p+{25w5* zwryaStvboQZtJ1iRdLKFXp(xGp7r%Qj-w=o+J4ifcQrvi>@1>p0PrX>9=pIpzIGAk zH71k}Jw0QLUBX7N!`QmfY1u1#Tqo@eOWBHXts}%L*v$vP4>Sx!P0``G@23gDci>Al zkQdO^T6V;g08@~vE0RO>mmCos8?TC7mFXU`Cz^*!4(=W^=Zby$ec=Tl#n9wN;zY6e z8#z3=DN_q;6ckZvKg1!|E8nU1QL#G>zTIo7uth_*!skG&FjXmk!VEb!|6Dm8EA;%b zaHE5pN1n8MU-Epg6@RSYuEmY|=gl<7%*Rh*&u6`4k$M(>D}(EE;2iJzFt+nxC$>f5HC=^ju?JTbOWaYKTo{Ng^LI-(k%1PkNsKP!b{foF$n_BCJ9rmeH>J!>Dz_b3NoP5P4r-P45VZ}{Bf@*dN>uTbu)4H9#F?9+9SXYt& zgT%NGAV;Rbj7er0qxKr(jdBI7lgjjc;|~w#*MD;%zg@O6v+1KX1&tluUaWW*<|It= zSksq1MpI3YppI_klZ)6Ec>rE1xZAqU zycE0tf!kWY-@IjmL^?US#Etp`GLr=n$v~WXv)c0r1JVfa+|c-2C0XXP3drT}PVA^I zq6|C3+jh^$R|B2FP|eG)9$3n}?g=>A0Poj;O)gQ zJE+8jnnXV#&*2@sn;r7h32g_F7L1FNTO@$=78W%r)~qBdPbQ=BD2$)*A?b0_4T?Rn zWs?NCGy1AnUmezbPyKJO*WBbLM*dI0W8p<+c>5DDVtC3)E2i(bd^^c~30GkXQ0wf( z5z@mijde5QwndT4egjo1u;yeA;3zmbsDi6-wHR$T_z<79ROR><>fE#d(MFxdcvf@_Y^3dn2d#JX)O>y}^05RY&_8|amhnl?NNvyD;~T^lK`CM0R~Piy zS(mWyNBwKhG)DeET(I!X;mm8bE1SdHn(gen))}5ud}0Q>L}%$-X~>M0Fhp2gG?D%q zGbo*3q1R`tFS`sh(Ltw(1e1YnI}l?oFC=`fqml@wfF*2DoUF*l!k#)Tao~lu#hL|H zX#t@3`UC}MUVlzR#abLqXLgK3Q4?D~^=xSd2OZ5adRzD>@{t#hG6|dRf4~L#Q|XdU-`vAr$Ig#tSfwu!LC>P{TTTr6_k-BKWW_OD84Cs zl}<=Uhzy^drbo#SvAwVPTE|&TDy{U-7<|u^8ycUZxPsrX{2=p|pn3QH9bBc)mr&Iu zwI>Z1E~T_7X+~AN!`5rmSu1VUAq9Icq%V@s?6O{;CKDsT#o{mMY|kac!2yw*)c@=N z#S&Dc3N3c2GTl`D$_Se;e*nkmEbQ*S-2KgO?%t`B)ny361=Gs;Yz`MHPpM7!`SYnR zs#kH@wkxWNys9mTD22Icp#3xRW0piZ3G$dK_613E7Yh23IS}3%UTAlTd_Z~UVcZAh z{`GAhS=bt0nos``qsJ7fzpeF+DzGS@FC!d9i-s-$2bgLva$$6b;OEh08mn{9LH}+0 zcaY*zPl{h(#d7yu=aRDGCqmp)dX@8pBzKepUkApy+Yk(XzC|=I-NiNa3eb$+*na=d zH2y#X)%k6OzEy4kj>SQ@i^o@;83SZNP7~pKck(~TWY$P9D@kn-!oR$N)xEY=$eQWC z^Dh41FaLicCLkq_J4G!2_T}$i07U`+b}sxMTm^_9plBz}X=S1S`ULgY_L-~}1b-35 zKO1hMv^Pk)3TC>;I<>hbkXOBPhYW&2X<2lduKSh(rksH``P+o`=U72LF{G%tKIrXL z(!{#|;3mym;{eOS^dE;J*58#>EFPmA&Kr~R%bP~n$e;*+Vc_1-Vd-;`wdw4#LX>KmB2WL*ZEwgYU;6XomQCAw>Gw3^@YM*qM zHG!Oasrt=-E($10$>5B`R{gT1Q18fm{;LT%#7QrFxsU*z))>g4zfW_|KE{CpFs=N2 zkNax5rN7IV{c+JGzG8S{62&#>y+1s%lCgQsxQGsO7h|}q_6+(sPd8AN_KNNpU*kV( zSMpSDhjiD)J;jm!jz_FRO3G^>`u|1VTSrCJ1@6BlC;BIgPVIfpe)jWx9&UsDIyAt% zOH9&_?o-vM*nTApFr#qHyr#9pK|pAA%J_yHUv}p6@4x77INjQby{Z?;P<7J)(_7}# zI7Oe(%wCZ9pJ@zWx8v^skj3&-sVxRJf{FT%GHo#n3^Z$$bc57Bxz8ojPD)*q;)YXS80~kq_bBoZLBG}PI z7ooLD3%D+~o?&0A3Xu=+9D&c(Mu(ETs`#1wE0;RqSdP^@R%^I4Ekd#rrE(ijQHezR2;rfNXuM~98eVLwn=hEWVWRi2J^ZRlO$duS8bCq(^ zL7Z9)zyLEK3<=M}rqabb~?bI#66=)0nwqLt@$Gl9**K7Q#Y(V^9 zVVd_z*}u;$vz+Bf8n^9*Zi4O|sp|_Wm@-oy3<7>6M_~ic<)ixzXQf7Kq%hl~osCAc zcPanOX2JsgBL+&`ZN5*INxuUItq9(yj8Or@tWL9PpI;MRw-&r!Sbv;-r_{8=_|uB4 zy8eRIo^8D?PB6Pwk)TqIzy_h8dtv7^7ZsVIsleQb2$Ri#Hyzo%_0QdEgd#xS2*>Ju zr{LU+v+=dh_D>cReW(XZT{wcKM2z}N&H10Q<(c%A1FjLG#LP+{vqlXCuk@4p31pe< z7&|Ai$PQ%P!jOQJiizN}2wMdMb-|Ln>8^aIYY4szyj}vUAo#bIG;NUbC=mHDAVP37 zQY=(=lv4&jdzUhuoK^kHPMdnO5koVQF2|?68u5Hgr2<K-Ql*45G9bGzDsA`tP}&k z{C2o_M;+^*`PI|eO_3KWJMpKpuX}01B0{o!1lpN`?o$j<-&g6QfcC-kihz&XizQ)` z;6#!ggernO|CmuUz2>2G(fS7fDULp){+`0sIN3n&9JOjd5yAhe9Rwp%TE{uIa`-{K z=mDP#=y>0sZfEHE`fW@-`NiyQ3`6O3+c~eB2#Ed5H*~&7?94cO26uHpw7oQ?QtmeN zz{J_VTu7vg@45A1OBaYS?wlu`y&$_#rwoT5`WqXAS{?jnn&vKNg-l-u@zV$gr0>-A zH!S^erW{vt=o>?N2s8JT44q=;#&zj-s}9SpU)cBW4b_q&P_{yJIJNV8hy^MaS} zjYxCZ^qq#Rh|FjmqT)^trPjpcx_;(H;qDo2r{?#?bM@`$tB4{zx^U zOJj4B<)UD{!z-pQcAYQ*V)Be^BBep9v0g33sr|PqU7vmmOQh9c4`r?deZXI&?F71(7rsiyr|S?Wj<^20_$(AluIx}8exBBEtgyTr ztg3S=V+`Iamz+)v$J6YKkKPJXBquofsAPN`z!H_Pb!@#4VvR)8C9Zu)Is>q8} zS_Oy+ZWLy5tzSL;GMA}XO3VJLQ7#sE2Cl%}vmhq`QzzI9UHAl6Mou)< zfpcE;y+-3F@9dW;^Jd~-1Huj6J)q>(M&m?r1`W3V{V@~Z%Pu`Uc(V3}=R{VGW|pt> zMQ4c(_5=TDh)A_93nzaP!@@KRH(VRx7${_AK8oV{PgD_8Ppe&GQ< z{u*l(cxI=%Hnee9=0AE%(9#>-OaQh+h5;16Ub(>qF&cGMYu$sEd z3S8cQf(`iol&Nb*>bMq*;l)o%z) z&GCk4^JJM(??Tgo*+2T7oEzSA4KkWC+l1X$qvjE))}qA!yu6;EtFq_srTTOzDg%Ic z;WS9y$2j!SSYuDEm(3%vx*RsYUFE~u1jxL}blabmJ?8DoUX<$XDz?G)e|O@URs9W4Q$q7cnV5bxmP{==1Sk{XdC$W-O;+0gJcKYsCP=Fj|7FX8 zTCLZgYS8BkM?crA_fyk&toEin+&t|AMjQZk4B2}3Gz)?;RLmy??Obrq>b0Tnz^453 zD4bN7_mY2Avka#MDn8XJ(~(4B{}u$}=Iz*C?p(g0ccvK+siWqxl8&{v0S`QI!T01w z+SJS`v}Z7WT52%Ezd;rsNexV=Dw2i1$(AOReVEqGsbe_IS&j+w`x~S~Yiw)Ee9F%&ZzCoY+Fi#b%il0)n=i9FO(r@16Kc)tl>0k^Q$V55t${+f6ol&af@j7$s`R>T<)i=E|t)h`1DHr1)^~W z)|z5^%a6V|oRr%tro-lF@X(}~0x#z%Z*%UERIkY`p2aiU!y%1CTi~3FsAWA}WS?*^ zv_NN2ho4Vv;gi)^38(C-tGWj~VA%z}y71UB_vqnBexmdrM7U?Z42G7IZ%z0$<4rPA zgoR+Czv+xuOiqr5ZZ%>!dO5lHbosef{PTvrb%>rHx4iGw4S8{kPlP z{}@H!l7|xpBLZ1K|0M4Ro0sA!M+(L~%p|@p!DA`P_*56x(%u~?$ZWi>T~}wu^@}ML z?0KO>$Wh3xhs97hqhsg?a07^Nh%`WB@|*Yb@&CE_fC^xu*ut~iYxx+n=`NqiGI<|H zd!C~0uC^Kt{W{SHo0L#8!u0PW=PRAq3JbemcsB3Qr{2R$x?D=w#bVEY_3!djo!A_3 zp^iz9JC`JxB#Ykp@;U^A_MwXx^}IGY=IKm;$L9IB9#VOGv8Uje2&Yuxvwz<8toa;$ zjIdev-$WG}%=y;Qx1Ziy$4S}W^|IQSL}(+srRU!)C$!dywCF^LJRm~{7QMw*?gQ5?03ebo{7oKaz;DWyuB0g@iG+a2U))3e~%WhDcAp$ zQlR|NCUZY8@NdUM?u;JgC!k<)bA?pDCv<~&ybGsLffcB{d;0I;{y(w$|6d>={Qv1E zzPt=Tc_SSF){4wO_hl!l3jWsA&q_82F_P$NO%BX_NFLd_#IK#go#5zY*)V%{PguRT7&VI-$};hYP85@kzWx)Pmm$!7j9gH6B zsWia>yF_2VPQ!S|!6N|OZ!hq#W}9USka`_0Yk>Su*zhbs_0#y;EwhzKDlq@ z#oPbWAI32ZNJ`Wwlrhl*;z_sf^7DM58Gt`}gLsucB{9PgeondS1e~VSdDFeL z_~q9ka!$-)UL~o*go9*qdUk&MUL`LtJol!Go#(jw_(2Q@Y*XIpeBHz`_1|kGM06%h zHr$&fOji_7Wn6Z@lOExP_e`vl!e-|4ynIsW<~U5vFND6hVmH~q?ZfEhsw)Y4>YkOQ zGW=>({BJ4%_5xNr4(y)u=+F2gH!;zC%0MvO! z&20q#wdU6?x#`ig6aq8QG_2ED67muYsq0VPmtvz>Keb?+QRI{Iafg*&f|u-5L>mUC zD`>1Sfac=kL5(HENbFk|aNafs8(sdK$CiN{7P+lDDTa}prOuTNxP~|5_sANPI9vK= z!BTptk631Na%B;T`L(t0`Hu5X9eP7e@A|}?C2RaUxIJgO$qlQ6=%Jy`wqA2ZoJ}~C zax>mm!8{E|9Ysc66PnA_6XPm8J~qSIO;b<%ch?LxcUKkOAD;$F5NqP-W(%~P0}Gpx z$onUbU0#aq(44o{8B@9|Mlg9u(g+|LmIXph=255466`75<%B5YISt{9O8I{e^_E0WlGR zNt!PgaF`sCrr&P?;&^~oqk2j0KMd3}bnd?NS~{_65Csr2zx9Hhos~BmI6rW4SYA97 ztn1%rL*A4~!&#_jw-}yUsoat{c4cghn+Kg%?`L;qN$6DbE#7`~$OADk*B#TRlvIHT z$m=~&ELfQPh^^yM4)nb{tI?p+KsaNbmv-9z)>y&jD&S0CS`uXFKWNEzJY1KwI@2|9 zyZ0gq>S)@A%P3#2m`gLlY!7UtxzRzdRTVz;4)2 z(-N^v6t@V`q8mLguC)KKYFiY3{qAyLD~aZZd0rzvV$K{gjB6lprru9J`prP(0FT}K zedx)ZoW7yH3F!QKDb)|r0o^T(*d@MQj;OQQ9ZLDK5~=D5LhImPrgP{*geJ^ttzEe? z1uUUHJJ$3$WWK8XUFdqu&-JA{=XHN1eD4t1!h`dHBHU$V-+{?VL&c44y}VOZNSYuB zQVYwG5?212n$v7AJ>uyl)phLbuu> zX57;q7qTa{N$ooLT!8T6g)3Da6i|(sBOuHz$Zw#oZUXVkQ{)q@9;Fc)0LR1{3R=7n z3b@2K0A3@>f#lu2rItr9pS6Ihr$=jrF=e!|Sn*=pgTcS(Kw~&nY1BKDZl@LfbZJCN|cV zb*uBl5RK4wVZFuEl${$bQiEG5tmt^Oz7q%4FmRUjhmNeRc7g$9+^rxH3x~^8>m!u# z3F-SLvebilq>3UH4P4~)hH88PKXAznogO|{npxJaL-`-~AsRouD&TDPvfa-8fyW-; zkiLe7Iz~{wJ1nW>SeZG6zL3iZb0s<~aBvHoxtn;{GAjCH@2xoE91RpV zqAI>m!>`_Si`oTDGgBsah~GVV`$XL5#pt9=;`bRS3K(!#whGd5baNshV^?D;((mP} zaGkrG9{m{6Q?gtbR6gD#Dd7XJbdY+~m+{E@2_Czsj`NCl5X;TB6vhAN*^~E=Uj2ZU z_oG75p)x+bC^ki}#?(6NTiLH4XX?U6lXqk@@MEwwP8p=rsOCNVM}`1kNN4~-!sDM$ z&+Jn=;da7U{w#s-ZUz`PP#Avvq;XZcKPpxjmRHu6a8~Phe4RdDYOs4p0!Gd`FSC|) zzpHxm=+~zBA_(oJq(E{NHC6ueEz{n!SL`PrF>&$?%A2fP`ueUOr5O0q-(gjq2wOd5 zM|VAqV0kcDjgj$^ypb$8&x8|w=g`o7LS+00nQ>X^>$_Lq-A6`Y8SJc%iEfSo!$&GN zqYNRlc(@C4&LG2QlZ{&dZpf6%-YjpX#qKkZ`V?ber&oC9HBQPT-Qf-%Uf!2^7D>&r zoD!KJqAbb^#lq`Ivx2=)QP{HvWXl(~0!rCo`x{?+>)gDmFhjsp;T_4F$i%!-p5+ zB#o?04G8{|Ck_e`XKO1&WA*MHm2y~sKWs3^DqYGm6oIAs$P3^vb>da=ea;gnixj6f zB4Ai%o;TdHk{wq&O4%6^z*V|I1eyRVmcXc2gDV|hfNte6a?P|R)?mneLa{JUa7dp@ zM9zAVe^u!#Zoao0Ma=2qIL}_m^#UEgcuN{$GEGrPF4v#2$-<*{Lka_z;V(t!VY%#S zd7h-()5D{UYl@o0y3Rft4T+=KZYaq|5%|FWF7QLV4-jt|Fv= zp_+FREd7l=#Jy{bNwPQmY7lyJor`M}8vpKbQjiOzw!HAM7pPV?`TcMnh*d4CH<#CR zi*k!iZFFag<2HNv4`UC6_mC<-_?^T4P3NIFvo-7fOWo`VJv>-J?D>Wj~q&D9S@6@OB318_sxPbB37dBHd8i!etF z+7ez0m5pFZW#=Bzor)D)$&NR6U|=7~0I~M$T52pllrRP#B z{n9R2JIXqOY85S=xtKfEf>Q2%L+yM_2wI4H!CrZ4p6l%I+T)Go)-5+sX_o7h=7?`G-R#g zG3`25sz#tJSAbtHM64t7v1}AoFzJChj0uhe=rb3vL6)K4@4BX5icd4-fBw%Ix3BtD z4S&}N;g-eqA1?zI6DT26RjIo+x*$HUxc|2&s0bq7^4|P$Y(`wG_lhr^!aAL+7H>}w za4k7tbvAq~?^!G7Kte{6eCP>>`ja_d_o+uvRUeGyejlFks%d}rP;4@w&1TQ`BPW+; zb!wuTN=8S@JQJcW_7Vi+GLAU>uCVTdI8UFAsXllhTrMTkI)s_?ja!zK>%DBl8X>*;8@(S7CK%w9`dO__8pSp$h>?G%lnKeZSCh&liRpa~y zMhp8JLi@#AoH`RuT2~wg6<6>mbzw z5Cap1%wGtQoBYf-MkL%MQwS}LTM3-D_TPDBth%VQ5|p|d`_6&2sZw;Fq0M2R@?>i1 z^L9rE?tRci_ZA{$AGo4br!Yx|3a>t-1taQ*1C9Wii?`|Whq1(d%2~m*MBoco7S z2O8V2Kct#w4$WnYuNLWBUR%*0v4rkhm?Mv`ioGZ%k*3bJTLQ0|j+49*`%cMp!qh!E?@|1Hu?;@4AGMBZoRN)`i*-JFC1SMKfe%Y~nK z>MrCy3v`5*TSivXsRK*>d&*~hEm^cI9d!q6ZLJmiFU1%(b%|**I;Q(FnOfDWn0U^$^UB z@5wUUXX{>feUhu)fO}Sqm?h0&-z)j{B4?C1VhnAwVB_uM5en1bXPgwpO=)}!a?51D z!wo&C_scqUzp=HE80m$4D2xBqhoZ1_Ub|sm_VbZb4tz6%5;=hpN^}>AKp4%kVo43rG zzZR2s@6d-~VC0DT_y%@MF$(fX#)wF#hJ-}Ye|T>OL!)3jTX_AOF*cH(p&wx`P50q+ zg}cvomv3omVcE3!-Wmg&NNQziEcsfC@xe;7973KF=s<^Ji zmbi41MJD&0%J}Qwdoxd9Rw>4;2&FCYApuOHmFa|Q-aV&pYJ;WyP|ok7>YE)(gt7y0 z@$oBWH!{it+wdHa`ojyZxj{1J=3{C1W@j^YH79uFd3IAzM8$q|uG+azyipdrA%&_t z3tFB{yqm44B!%)_Wx9X$(>wNU`Cpaqc}O(77pZD?dFCg!@bgcel-*^#KLp;yR&p=J z%6JeF_|I4M!#gRj0SC=G-{YLvJv-|LK{+Nb@zgvWkU{V({Q@9h^#0$yJ;2ZP3BF~} zr5mcMG(cH?Gx))#`EDPg0`N{-VAuY9Iy$Qb7BqVGRQAr~KjQ|FXg}^RW8~!8ZH8V2 z4)%8AamN3ePN>5b=VutKNmOodh)U93X$C#~zVy#)SRYVK%`IFP>h?Mc);=O7XOBmM zGNLEYzW(^{&jNq+zu4*Z|B6t{5WaD(D{!F5a?47-PjG8mTG#v2K&g~qsZ%6Bc*s^T zsKtI3zXeEvevXZs2SLj~^8}k~{#OCZzGJj-tX#%e0q}Z_q;M*H7J$;?Re#Gn#kzAR z<<7rP1q=<~dB0&uj2;|NU0b6SGz5z3>uFOL4D%|`g+~`Lu!At?U}^eUmv?dM#79nM zF4ut~-k;w?y)PO7k&%y6!eFuc6bt<2<}9+S>SDxijgZ8Vsv7t??wlUBY$h&A)+u} zQdbIKq+x4@XJsmX6jly+&AqR>Zny3?7IjbWPmYBL-KkoXBU@0Hg~1gCi1wnJi8S~h z?9sheEn#h}&2$4P!oy>Y9Ey?w3@qwGs$2V|h1u#l&X9^!H zEKHTB=RIZ4CcOM|`Ycap7fZv5ckbN&Q&(Ea(DDI9*KC5)6WB_eS>hwI3?GJEHVAVu zw-DT4e0kvbNwtaPEkk0}-eY+4(MQ7@%g%aJ*?$d&;>8>C1lhwA=o(5?qLLG=lP1X7 z@FxaaeCv;hlo*gAJ6Tn6U+X36){q7E!=%|Bbh7(HVCX(T(vE?I>o#yyDhAy8$k*lT zF7oDJ1F`#S44-Lb^-ct+Mz#v;Q!{Z2C=?r%qj56}^u;zrBWEW3lm)8)6}^v1%y*qt z{i+o+cshw3l!iW&D)Om+-q0z0+s!}D)zm7m`EWC))W|8ruc7PgkYX`|Nm-d!cFQPX=6G*R=GC`i3pO?FFgyyK`HhoO;7P>6)z$Au z*@z0R1eBQ4Vp8$HMCk8YY}C^Q`C5Q85W~obTl6ilrr|Q6I_sS8Gm{lj2 zg$gAt12bbyz&%J3(H{P>r}csNE^ez2HQ~aetXdBhb)3DM28RWKPQ^@S_vGyi`ErHi zYG|NFoT|vAL;rAg3XZOKE(06EHOFYF=omJzr|{1}KKV8Ib$e{_Bh?r5h++TXM0Ghg zl}1TGvW!pZG;q0sy&~&oQ}6idRqDroH^Ovmm5*CC&kM}5HeECNoy>lUzqZUFBq?#l z0xKF~3v-#rE)H|`yzlu1-^pZd>(^S*y{uD`xX@=nW6&OS(5YOkT&Vu2LW{0TOr}HO zF&^>02WgJ7fW&o|fE<8HR&CE%1iRylF`m3c@j12f%6f?PCN->gzb+{9TAfNs2=5x$ zPwNzj$&3ZLf!f-7P?2Nt7ljIfWUAXflAFFWbQpB(X*JR0xY(wAMX=zSwt5 zSkq8DjzVTmF2>=nbCz8--epgYwv_OpUsF3}JmwG&9ug6}H5+R4Ki|R$+Bj-a_P?;C z9NyAW{MNmFGrnL{u>h4QE8{bsx4ePw#k#^@2mt5x7_KO4ztejvs_k`s1+e%*^YsiK zB5`e$Z2#Vn9=A@kck^dXmP$UVF6ByRwo{3m&OLL!U-;STf<7?Q6Z-Ft^u3!bFeI)> z?fDa2L$@aka<{aV+R8tPd&7qaOX?>kaogd~ewC-s_XJ=FC3!Ipca*{fHu=!w8LBn| zh$hOHZ{1iA9KgPId%q!bFoW2X#W~1Y&olxDnrTfwf|z)1@n?`>WK^frkUa$X-oz0t zv;mu1o#fFLYwGVJ;wqGvH>NBgVrdc8zyyzj@=$hy4hWV$lMU)Iil~wC-DapDeT~L>o%anZY#&o;V1klrQ&KB3pOo9a$H8TCtEhxg_kX0wiD?q;fwf%Ja{r z<$yHZt}Pe`hRdaxGH26prrfoQ=cSJB)1eMK^S#*!U0%G-saRaIDi907`z1chZJY{2 zf=6Z-_)u>zS*Gm_(DAgBclO%GNz7BZQal-Ia0!ZqAI^vw13QA__X9oXq?%SNkcHn_ zLJwe@>0hl>5SppAGcwltE~Ai{8#Hr0)T!Z8^4FdvS9o>e@m_^@mdsViGLil$Lx=x& z0v7p~S4^Gm@n4ladfGTYEwRcheZt3+UB-&~3}xyAg4fUfwv$s3n|xm!F;!nTkj0lR z^nLfFFj~COC6^yVTH^8=eV&WdcT-?_vLx@iJO%LP%moVthyHG^(@sg?3h|wWN4PWx zvWJ4r{hvVrmPVH2Bh4;1-K&VWdgaeA%7Uw88OW)jS+{AyB!NsSF^0X3kBQhm;m@i4 zRhK#+)ZBnw5}aI#80b^P0I}z{^aM?=8bPN7gUnIK`l{2hRpmrPs1^d_?#?qOqd5=K zF`R^IHH|q8l?G*uBPzSo=F>~Uy@tHt_@_WuYYj=`RiAgTRsE~rUTLk49vsokM>SCR zxz%)c_c(jZdDiOg280O@yQKZ_yiQT@=G@8S3jFQ6@oIK?eRploX%)Z6RgKejmE?tj zx}YFErnnpff9C2!Nja#}w3yQ43d-MoQ+Bf)5F3IgYXt3+AQW`9`eMlDgDCBeyzzBO zt6Ibce+R!lDz*9d>Mm~(J9!NPm6puV$|5fT7BpssAR)UK&-@BK5l#}BQD}V$ zZ~3=j-TeHUzHGx4L?_{`w^tR7J-p1go*{~icAW%(hi{1h4cL^TxMhIarIDh6G;qA` z%2=3-qgd$ zit-rwpFPGn<2DrsWowt+4}s-bOysuH&9&>2Qz)W-aTj0&So{r(Qc>;M>#W-s)3Ll; z3dRNhcwb23?2JZzlEV8_k_HRL?&nxtl`9%7C4d%qKi}~0YlC|NE3G&WMpP_FDZ)MT z2I|%T2D0ipJsuj3m316p(#4k*GL`upWZ6L9lXMJvmidzmDiRa_=>8pmuM5QNZ2)>u z4+(8tnE@ig!xH*hl4-yCjSfRi<+n45sRuQJdLajO%E#R{3O^kr9_C`#WE$3Y%xcyB zHO9Ge+4h1#F`LdEpF>M%HycNm>|DO%lFkP6ngXyFUTE=v;^j%y(5CqF3M<@>)hq#) z29(jC%ci@c_M{mUa9YEnubcSu^oP|tpbolR;uWB7P}$za&>r&R*_*H{L$Z}e z8Tii_k`Eh#$Rm@^3F%?#pX7g^<6XGEZAH&e=lOeCi03;fW0acXi!O{<{@{Ms?w>2D zfBA-p+Cn+PW&99*=w0^JU@;O{?$4Y(xyB9!-AfozQ_{xpSGI-&G-L4^LtbJu>;4%@Zznm2Vx zXS)gSE?bLv4U|a9rPbeWDi>|WzF2E+IN~WZOsF0)f%H?CDin@n(6VaRum6dHX25Ek zvg%qDfaj|}ot&iEs+;Qb%YbN~i;05tHSeaWQ}uf>ezggYo~0~{#r$v>|db#th;*L*NVT2N8pTUd7A4R1z+9@j6VS* z#}DX=SQK6ZbP zdw&S9O8%Oe>(L9PV%s6`(-{bVe1qrI?1a}i=&ZO2Get9x^`l0!9x>Pzi)fv{2id#W zM}gLJ$P1r)5!KwrLAyofys%9FT+mF%4`;Q#m(S(4IL}bh50oypJwpPHif1)7^NJaz zOsrE<(qBmfi0ii_?N%4Ikz|(U?vx@>^9=RL`RvX_X6}Ovm;nQTw7GnmGmo6GKzit< z>2@O&JoG-h4ltx73TqP9rB)W7>~_Q&Q8+F$+tMS32uNpfU22PJb9I{c<7;XJ7n#aR z<7>C(a4~6PTu6Z8J`h+{^yPzZ`DIO|h`&6ahYAK6)q|U;+}&wS14oxYr@CAscjf(3 zSB#8~KE`yT%x&@u!|Nb%I%MG+Sf|1GwL6q8g0j59v%9&r3DxX#VQDL1GST>{IxF3Z zau*4vR1lnC4mLOpJ9mFL?kqqTc8b4Kk{D1(d5 z;Gl|tu4j_n$BTXW#6e6Zn7J7=??e|@ytO|-W?{4B67sm>b>PpMT*+aqZw!ZZU z#(!3&o@T*!#UGMN%>`FKy~{@CoAtb;yK@5UyqWo#z2b%Tg!4}_ zMJgMVLQRDarJJ`NJeHrrJ5#IPCN4(R$WfxOXpqt}3n~I88D_(ZCFu8XQQcP&!=m5P z*&ek|C&aooh{FS$h+A1SB=aLkah8FfOd~3hQ*Dn*MX{=X2I0a7yPz01w7Wf9i zhtvT$E#dIVY<5u65S9P4qIMItz}L3Upy=4pLw|nW7zc?N_XZx~DiFEcu06Q=VEo4d zU9VE9g8wtinNl$00vb^h*^KtQ{Lf5gp*q0Sw7?`tae}6Kb0L=e0Vu5FOG3c_zI04$ z^?|^WSJOB~`vZFb?^TnsW!8n-)dKilM{l%l8IAzFrt3j9(d_mg_n2p-T@(8w~%?}A5CCbcYANYO`GNnK*QyKk!nbx(xZT|l)b_H zw*VvFt((9kne^Vp1tBM1=ZfRfM4U{xqFRZ z?2$gAHU0a|87Z6_L6WaqyrJb~Jze!MDJ4B~8=XAv;HQx4D&s*&Ab*8Y-XCq1F7aSP zWNJPe=w8@zb4h5uAy59gl(z-LU4Vg)Au$c;M{=wcfQRpOyVUJ9!3`<^UhFNFvj$ZyGA0GcR3G7CBl zw!!DMNMUK?1s0d8De-45Idi~Q+AFDlgrVCbiQvt=q^_6H1@g6b6h)rOK0_p>>)~91 z+)h0*yFu4S66o^G;bG-Y!{;wRG(iq@!S_Jz|A!w*$nr*tk#c*##>{XgTME69KEH=q zMU42g_PfpL&i8_V$F$9RiX$)PIs8`szsCamBf$ROiMrP}GZ)G6d~w$|l%mjpQ07^4 zBK=@ezt9InzP@E&-n@LU^xhv6?@|3b!U=m8jt8Hf@`)4DTkPRd1;3zv5b^*g|LK!w zPo5=w>3l~x^fCD9%iq@qTN7o4jiB7dyoNm8JX-q3WbaH z0f&gAK?5tKpEAkwKy_rnJ3U_Y6#UUiEE{p6AMYD!1|yrvmLQwU`M8bv(A14pui|s5CH>fe=HeE2+7ZZ%>t`d-em?!{cY%4J%B+@l zhN+6K-=#mUUA56lg}?OfX4tkWMnU>D*F6g>O=bue!~XLhoTiA`0?*^!iCH!j5#=yZ zGTpk~4tJ(xN|0*3t42G?MAk_ze@Hq zC*IwND@`UyysQK-NU0=~9t`Uz&D8kd5Wbe}rXOOk?d?Dr*UzfO=Jc$m`U&6=g=G4x zi1nz{euw{j4-@Ff7;T{^y>ptreK{H1fIN8ZOcHrVicy*;yZGSvnbhO2c=)to&%`1s zAMPYli;!)6dk=eo6QQlN!A0R4`T-{3O)mc+YqTu{DV!qx8TflD>8X1stB(ZO>W(gm z8Y_P{Fy}=3Sc-d(I~ky*Bl^$Zezk6e<9hFv}7r6?m#p+SN=xhv+xWnj?gfTc?&dChq@vHPK! zJX+}yPwhqn4|5K^TIFF?eJc5gRfY3)vAE@@%WEe?Q z51^t8N;VgQB3E`z7Y%hN1_Jt7LBbjj%t=C&Y8FB?f)G`HDuokqIp@_nY2gi&^O0#E zR%|tPcuMK58>1VfnhZfrf-&#Dl=@m}phJs${a-o7#Fc_*I7Cjkb?dn2U1$a_4=p^4 z`kZY(Sm<8uweCh5Ql!1(KhIXLG06he#t7RLI?=&vgTYV4&0M*A&75?! zBX9BpXOmS>6LB!S z(VKj(0RnZn=Vd$s2!{sdaPNfT)O#^y2EsDtL!dd4${U#Di9kWCOHBa!K!iq08ahWJ z*H%h*t@@380h@69{;zZk`T?aaEMj%Kw)A;7?Y^Sx69m$BcvCDt%vD4qXRvl4$GCte zY&fI%lG|*G?oDd9YI4Nrn!c=$HT4mzsj#r}41Jg52>wfxBKnMmg}HR)xF{zPb!0+{ zv{kApPE2WZLv5$e)(BIirZ^t{=sHqURlab`6zSx&V0F}g!%ExisqRJZO{93E5*~e) z8cW3pl}&?DvG6n{n|d@px!|236Qs(5yBqI-K9G(U@A$nzEsN z6e3zn(ZdG$0spXWyuKc&zVpjTQ))@=!wg}BHEh&f-}A)^n9w|jg3J@FBL(-~XpAvW zbZewdUTbPT#p9eDrlbSqeYHX>?OTk|;;5fyzB!s`pLdP&s&W2E%4t@BxM~};7oq4= zY&R?P+TZ;CB@AIJGbe=gQ|U$e!_=kfh%ye!2JvYKR7z8$ z?hQfx-nwp1KbD%qF#wGoSt>&{lfF!K9Z9SY>HaLhCRM@=2gMfNze$Up(zR!fjTqqF z<5NK%%ddNu%_d=w4K4&#ijY26<)m$*F7e@R-lB{eia)4)A8~O}BtLuHGE!lbrWbQW z`L@Akqs~y2E0n{y*Cy!Jpx|-0xG2Svu9AusmB&Kz$n_NElcT4bEx$d-I@{5K@`&2@#>{UJLS}cf z^4z`Pa9drUfSzf_cUxh)BjBld#&p%b!JHTssMfJhx(!TUP_Xx94h^?A3o=@>Sz)-Z zx1iWynSS3O&SN?ZX*TWrsO0FC-W+&U1)~6&%ozD&Pwf$kzQhMooR#W!jaupaEC5@VAIjujLIp%CkJ93%woV9}8hR3Bg z6e`!gH5~Go*Jd1%uH=!`%n~!NoJ$2UEJ?MAgtHU`8ZAad&Fhq}Mztn&(eTtpq^1<7 zeyUas0&LVXdF#+OvS<7d4w05%yVD!*GC%+8{yYjVp<`(gGehBLLj;P? ztfxd+Zb-9XMi&w3bTgq>y{W0&|JUcF5NS?de0yt@255*lkSem*+V4t@$hSYxr$IfM zMi)emBhrIeL`|~C&bBWmc2PNV#eLcf#So^%Y7aA}qKH_d72!6slwr*Je?AB4gZeuc z($OX^m~#${NfJi(Bch3MC{u0OB51?!TBQcit)0YOR^_sTOi91Q8BtZbUWS2%Gp29=A^(pY|QmKZ2qsvcAC5fiF0Y(q)t2DatjM%IG7DyY5;j?!GO+F3|% zqC#0{be&t2==CO4PuAAOYIOIrA-xUr4#jr<9UenXr&=xBa>86LP1hT-qFd@pHT8{Q93Lgsf_Gb&W4h_p+zT9b_Jq zc~4z7{VKsS4TMUNtiu$8YO2hpL>$HiQzKK8jueqIhu$|QA>s_;FI^=n<6U{OU>sX> zzKIY8V;|R1on4YO)lO913sHG_p(D$uq2sYON29ZoKlku-b|nX&=lj&DgE(cR=)S4CMs2t`H*Yl_!+tRCimgLS>k~Omz;Uf1V z*>=q5$Lm_ZaVJdD#8hF3Z7Qp0yVi`MIKED}>hSfPou+v)m^fT@9AwhnKUl4E&I#Gp zwbkjHf0BHBexF|H@6Y-)vbE)O`SeZsYUkfJ;kLODSZxjo7okIgthkRKsof)u?%yhH zg0u!#TJQ~v_V5O)?dT6Y%Dv(hKc>aTu^sPomXw=QTEN5K86s_9KVW@?4H_aFP?~Tj z^swRH;w-bkiYL8u6QPym4Ro04b#SZCG^x`c|2$3z3z+))Z;5dgj`l?67H;4r*X42U z&Hk-E>LW@JmibZi~Upv%VnaBbFkSJ~xGJ?X#RGaLx%5y({0CynjAOu$}f= zsOqk-w9&+hO122DcbmhoK-Lq+6H1Q^gNzPQvHiT1a%UyToifA5+`UZDhsFic{dZ78 z&?DXj4YQxjjzwC$P=S@Q@cj{^cIw&uMpD`Ul+YSa_Hk!RmM!WAeAaZiAtwhcptNO}@V;FVpwUs2|TUx%Gk;NjQ3ca#D+Sw4ZsyJ88tn31)j`{`} zw!-rzN=uH)oxu#7=Je>HDD58`8W*PR_e#jTj?yR+P2E~F*ehOJ>PgE)6{NlLDemov zVc+0XawG7WRp?#K!*k2bK7%u1ZhEM`dbnQl7~w4@n)n1v+6^06ykB3`m#M>hRr$ZM z_nuKrZPC9d9xF$RM=W$irAdt{0t7?|k={W{h=S6K z)BpjZQbLaq0)`Uq=A0wv|L(^(-Wcz_G44mk&e-g=_S$pJ`73k14|6k&!cLeosouo{ zhv6aLS>@y!OxE7w@EJ-6DkUEc7cQwPNqtE^h0dN*vqjFI(}m_#&<#i_KV-3yLN^Ra zdNCX28Q$dqmv&%Nc7>ZO4bOpR%@HrR2&SQA_2;z?S>Ha39BwpMR(`NP+#c;WPH4=& z>j^9*;o<$bAfALz3LWGdcESca1KFBkCB98{3=BZ`oPSG8Ri*2C4_l>p9*~r~N!+oC ztlEqW-2ZJ}M{|z3J_)zpFCyOdV2ND+D(QkN3~F&rlbmyWcwJA8U4Y@?+y7Qd?AeSX z1{j3|t{>7|Q_mT4W}-~~U^w|-v3W;(fgZr|!JZMz#PqOplznTqNOp;Z~ZMg`82a4vr-1o-n8kd#vu*D1sK(?52TK8-rX#- zYl<`t#)=QJmUi-~;%7&?s zJaj1CRh@yVfbC3p`gyuGgC9zCt+Bu16H#PG2jV~U0_^|j)k@Lb+bN;?wOB9a-iP;|WRDV_Xs!|GOi_PE2k$CLrsKAp!vh?y8MiupOXE!{ zjWM)vs^Ohd>uO>Hx!*=@0m)VYxNXZeq(V6T`wHC{MIsbTh}$zm6a;fh@wszfkBsMw z>(Rcy@jr?CJ2I^%&#v<9liTa)6K@tN6>x8d6p704z5t(4Jma4pg=W&Af!%O?^`+9y zr;rGVPWwIkL?mrjuVkL6YU|lZGTWCe9k?!*68hB7)LmE=>A}P6)Z-~r)ix45^`>Hq zZfb#O&f1?!evZG!rx9E-XcAH`NWGVSfSQ~uP=-NL)+-na8E^c}lN2nN-3A^z*u9ji_?AjUU=>h+41b z$SchGfH@wyz{X;I%V-W?T*C;2c=Wmyze`2y4FrWT8V_qS%OZy-ckHw1a#1g?a(AklRO_g=AE}zJk^_B&U)Uj-a+RF<(Ea#xOhL_!0nL!=D*g* z>QE!^_i%S1#=^!nGfoq#Ke(#n(rtWUNLDU(ckzijU^g>RR`0!gz zyxxbwi1(ZBS=Vn2&NB$C`B`fx4RG93y(_9|N{7=QZOu(YxwNohW}p%SAnmkdoX>l5 z$ZUT>WYM@rr&=g)yVHkH%P&mElNWY+jBY$5^%y$G1iq1pE<4T9@we;c5D z>%A9>QZ|i0tvp5%VFzqBW_`~2ZV@~e69q#KYvdpGvq6MmI(Ns0`8i2XhK>OGN%J^>B!t*S8(|&i? ztGe{!&JfDpvyI?3$u6(X$x*LaH;_!{W5bwr10J7n`Rgd-p27O!OOb84oS}(}!$&E# zp5enETJ;g(t?f3YGF)gT-?H@-#~O5N(mB3x32K>j+;`riX-vNE-EZi-F1G|*jE|j- zP4q<4s8+)(LEK1BjMOD$iEUtx|4`VlENG_lGn^#vH2Ap~M8ATnT{GJIYn*lO7$!I6 z*r}A;(KVNQ=eTfUJDK94T};2S3LiNZZ{uGO4EvARD_ z(Uymd(w8FoUcm1{xk%*)Fvv}U-z<5$ZP`8V_daNRRKIWUHKg)>twN_-4d!%5)v9v# zpz~5=df&#^KPX68ZXB$6>eK7Q2@b!V@TmHp$Dhm6&SfDe*9mHNvGNkB>?kGhZk7#Je%TV=|-77@gq^CC)>d+$1E`=l=KnyuAv zrLurBfjQgU4w(tFxSEo$WVxZOeYRtzt;`_orFVLCaq)|!u-;<)d+og}Sm4I=huQlq z_}8&lNtIw_$fE81%gCc_#;6x#W(J2l!wDO%tk{d+&UrDXSC@Obd!3tGcYOR=r&VE?1%K?mVUhv z7IXyu-mIbZ2~EjG?H6c%4Z)ltmD;({(BV_W5rRdUW}H!_$-3a>Q`lYZX)ktxFMY6i z{fSrqqSNbI&FH2OrxzDVe}6GtzB69%iqD^##ISLYLQq+hF{xNGA;$OBk$5JO-?<$4 z0w<>Llfk{W*Np>PG+PV~hU+>YN1LamahoyXpT<@3y<(!Vqk|nfo)OS3h?mmcTIc&2 zz3tYoXDvNXj+^mYl2aCMT7fk8FO9e#=6=R;_Y81#->elEk1GHD}ksRZ?_ ztN7)dPhr2~1j_2x76Bvk!-HDLPoZkvgRs^zvx-?O!x>eHVkw$RP;MzzjI&!}|MLi*pD(I!HAjEa3A9n^KQbUhMrQx?(*dc7@^L=FM%*NbyVz;vPFmk(88LUefp6=)X2;Af(6vsu zC~7&iCn&Avhw60fmIR!Q9#LT(u44<L5UyN8~23R@1_@BtClZQAe4SaW&{glX_$|@fR?ka}S;hifMfS-|&K5^C>jm80zge zYAJWccA3W+Qid^@=PV>lW=!(OTNq z$sNuzC3Bj&fzs|jS>c!zpHwP{kiZ;gcAvi{)(ds!S9!c@{yBpj?1l!uvG=NFs zb9BzXAl;!3b(WFunuzQ4BmYtzZruTU2dB1Cn>8@&O2w$a3~Fz+H*(Yq+A=SD=P*X- ztY6tH;RPD%&76Li7p}lHuN&ni@#A}MEUjDH$>tkeE?i~2TP>HHbsT5^<}07_1DsyD?Mv?6OXBUpV&&Wnw(uRj$?+iCm`8C&lB;E1a}#Ntk(LYEHgC>upS z?R9A$u=J2Wqz}Len9NRp8_ylm@*WpwASr3K-WeyzCj=ZZTKKYLY%qUw`V@^_kjk0; z(5^*X#lKsQRXGA%Hjp1yQ$08~V)CfxVytQCZ-yliHQpE-|IE@6Ux>sJ5#ynezNqPKh`79-cNyvvl%nJrR&e-12Banqq<^VXQhr0LcB5! zqH}@AFm0jm0IoP&rWd);VZQvu`PNgDarM!}myyRw=Q4~1tQ@~MPRQ8Ig{)u}Qi_8e zq)$UVHqvgx{1y+;mQc@{p{8HZL0e9ImaX){hs7qC*X;Y6{dYoo>?~OS;yzyk?X14` zBI_irWPIm@C~KG5ZefHy*X0gY{C2D3Zx|juvKM*$>G0$ zidp>ieH#t7!jlK;@z5+9K|tU}8#71|jd zrj<{X{h`?QJC_A6kp>G}*>axX`)|n~`R4!BJYK8K*a1w*lOkw^M>4gJSVL z__ue5JPLy=ibqDq6ry(mVg^6@F&{uWF2a7-8o*Yv+_{|e?aMd%U-@BP>Yo@G&h-tv zKA^X)1Wof&PbwN8KEeSMF{6L@KY_n)H2t58|Bp<NvKtcfylJd*Mtn+Gy9UoWt7u1#(PWinp@l*(%ji>*` zkwr+{ChvF5HH#vPY-^4ycI{dr)(9<+X!OP*FQVha!~JOHqwuHTkJ-Ejm3Rtxpm^~S z9>rl@3mJ6peQg4gTyQG`7;X6N^%74LJ--IT%8_26*)=+MX-hRW@o@G0jj8dv-Hm5; z-ozDvCuGE?{T$I#>)}TC;6~ywj1I2qNyMd;P(Vb1yXZVvv9dOr$QZ7G!(7uJAs=~k zA_uPbdpTutvkQE<#J#Ks>04K-B5`w~lUnT5rS$HcVMm+)U!IzSR68p(FUF1rzo|5N zN7q!ou9yFN8LoEt`sY+_Xhh2M>*H9_o53ap#(Z5j77Fm$i}jl~1l9OD>80V;k${4L zH3nVk=tC5rgkF>8inzaxujy_oX}902_yFbZu~=x>v+DH0b;gbLHg|S$c@P{#BCEnn ziJD(`I1?6Yzg1#OrT2dLPTMt3Pl$GX_SnEa8=tWHiDf?7!p_|`6BBPVST+$35;&br zRETq4c(xrpF`3r%H-4cdv2|=`wNBzFYoYX>vwA)1`JrM&j@Uo{TQMS2v*%+W58^3@ zoaAjvMCW2;vK%|kW9>CC_4JbE71y7z%sb!j$P*23EymHApKsa(n;yVW0HXsmbdWeN~>IYe5X`3-Yh4FvqFc&W|3VymXI{ZoC6)+8|Kqp?=f zIX$u@9xxSSS}Lwna%D>EGx@h|vZ7Nvq_Ywu%8LZ2-lisRFPL(mBHJ$UStr$d%M zQxG9fEn7BVK)Wat)av(Wk9DQ+=7@i*Z#O;)Vx1O>Ue{rj9BP|S?mE!I{G!X)Rmv0Z z&U&l3ScKl8jZV~nSNh5+x4(0qe6@{1>e_pJw(@$49QUZ|rR@}TKF#;D9`8Ap1J4)# zFNy-o!!Bn?)IRU~>p?$@`lP1Uc4a+u$VO-Jas8Oyx1f9VQq_T-TL@=!@^o)3kv3Fm zm;7T#K}(stOH-|+iAQROVQ-|SM#GQDb}}h*;LS$$uH}IeBT6=yAelFG{=BW<_g?GuV<(xL7l2L2pL%r#cej2A zIHOuNZ`rKmRyoVNP?RzNghUq+g5L*O>n-albE28nGVJ!#3C}vt+7>I$c;f0?32Jw> z9*AgiLM?^TPKam+y<=8~pxh$kkjBWtkwZdte+WyZ6 z^EfkgA;agt?@+PC#PoN$x3U8*kBCfuNuWcwdmVzk4M!r6p%exeVgpV=H#gC|O~U(X z@Sf)tM5|nR^Ti2&u-gJ$C(CZvSf2O``USuR^u?V{EEZbe27{I7PYIRffI>qWN_Hsu z1mrZ`*GJDXA{ta&AGM1y+VKUbG06h{j7^N}rrKRvwHlXfi80HCgoL{v! z@#Ymim~1ikDXeLhRD5mAW0}RvKKbsr6vE*bX>|RWpf^bNB!ZGJ+4&y2d{TNZhZbC^ zIVgH`AH_P^Z(Pv!sV+K3D1QS`FyNn;;A)=s`4#BM=WJ*qF9N8L7Gn@?=2CKJspW)M!jx@fO>Y{`D-QpsaMtV(=N%W!seaakVD$ zmDv__q4ckrWP_3j$mgByrThEJdrk|_o8p#F%%WonksCf@#^zUKnO`Ccv;610M>uW;udD+sT& z=`dvCkv;nyvrKWAXe5nh^XHGAGd@>9V{~qztcuT1P# zX>vPqAuFI4s2tA*I#oWEb=UY8XASDqQ3E1)q5B}3Y4q&89q zpS=Ygqv0kY7d^4w{FVB9z0tFUD z1j>llh*#AdC#C<+mQTw~90Ex~B8u|SzBbB5J^T;0OMGt;kuVj0eV}`SJR+*p3B6`rxS-pDh}S9f zyWqtWqq3OLbLoA!+WM;b5>)A$=`eKKek$r~Za`3XIVTZW|DZ1k(da)0y~4xO9`o4D z8UCP6|Fz*(uj{yy(`(n-T{q(r+IXVm*nnH+*D4i}R|y%>yNjBlV?W+X72Q!+4F_Er z%&N^Xj#c@4fJ9}yMOIa+O8kG@XTr#P_U`8j^@c)R*T}Pz?VnHHAD3hI$SOAqUP^lH z#cY!VL2g8kGUfZ%BcE;3&hD*#h9xQ_+?Yo%vM02zk+e6Cdp$?WzMZtu5;u0UG0?dY zZr#b+B6(GZkz}z6s+AP=>6B&|5S0iwpVD(Ix>U+0v+lCwNDKce?HeGw*2mFPU~9U|l{B1bybsP*(|G{&fMt089DGd7Or(yUIcKZpQtaolgMfk( zL3OASV6gmggAs!u(wvnsA_^0pt?P&9?`RZrQu<7if#fI#$ z)Qy^*ik}liiGcAGk51*Q*x;&>Z^YD8k4) zW+`F#()*2JaHYlGIHCYbhq$Ck)2O7_A{`eBAtf1s+%=#p_lCG`7Q0T%5JEg>%%d&UG(&VtYU$6R1c`e3h5{+%bu$551CXYz*RoX=%9vs5y#g#)vz<+EmMV61@5q(Ho7YhnxKulHpD8E$4n!>dWy94;Q0oHe^>irz z@K283WryWXr_#=bP%K z+I;hy*uKZF$(>s7eMP0{t2+-`Y$Xo>1Km$2Zu+VnDg`dT56?(h*Q~6s7qprU_15&r zZm@~&l`{wQl6T#k8VTw%#Y}2Dkh?Be z8*s5Z-XuRV=zK_rW$AkdL?^)+Syq%Y6VM7^7383blX&b$s8rw>FIP^mN})wvI140f4nG z#Lt#P)D>hpyOhqJblkWxH znV9Dm;`_sBN*Fj_8lD!ySgdj(c*9_gqbyp16>^Jk5QG_C4g4V*U`SbMjKN(rOXIN0B*vje(kpi}c3K zQse*l(I??gQlEs6-1sXf=O}lKU6$1E?Dk^s6?OqdK|t~${20Y*!Lch!U@CKc{(C2R zPC2E`7{>_6N8aZA-Z&*Pbl@iSk@hFN<8M=6uY^997tZlt8ZTqog>vK^WB7XH@ZJX? z%KvZl92XgSFDh3DbMVzk*r(Lbvi4wu^B2fXeflE13PAH9_TS<7w9sda2*(H2tCI)V zgl5cWa!2U+rPz)cC}GPL1=QOVy}YFw@;QJGH8H;ThRGQ3q!Srq(izX!B^?oJB|%ir zZk!F#2v@r%WPdmN=I@NNnQ^Ur5o#l)r{ot08;F<7pJ*r;7!i#cbSx$uuxd+VSdOt> zo}J7%=ZFmdsYj~WYJBI{i?9El?5&A!lLB0ctAinHxNkh^;|;Hv;3azQ-uUfsk|IWX z;l?mI(|e)bI-x^yXA^R+x=yMz6X?Np=17kJy1!Uot&@iO{e}F_MCy*;3GMv>=p zJM1d}m<1sSIVt-{{vER;BtTDFv+_xR{pmO?exh}H3qUf0CKNNr0>6D1wSMKpMFN=T zLZbX&kj1ule8+stU;E^sHkZDNJ#2+R5y;;^lHA$6Q~}r9#wLH;+S4=*DZdcDejvcO zvTz%ujR<2MB_tM%3p(VXgui6Vo0H&Ih7mm{<}~V+X&sq z%fG;~nZ&Ms0pT!DG3#kC>1!E?q3yRF4<$;Z*1?8?nX$5zx1{=4TLlKS zOnwt70@b)r+QIXUrfu}Cqjm50<4DDxG=T(a$fLI<_6Zx?&enk6XJt?~K5%W~l5pFd zrofb;V5~!uP4^65U90PwQOi&|$ZO%Ftq;Rh|6hCc{{w6qu9j5n`^T$tzpS{xKTFy{>h8Ezr_^7j@GoMdA3&=J_g03+hK8*yQ4V%aP%`!sH@=6 zU&e*3*1cb(v==ENQqt$7-S(4`ab|JFF9Xz2U4443OC6=f@TJ?e8~G3}_nIGP`gmgs zRFWwCVMiah23+pHe%2+OSuIaC9ly z+V@Ri)%*(TyJo=Z&H@jNuMO10=PwhV=*47i zqhmZX72Wcy7hJlbNmHK~txpks&3EEc{6bndSIg{@2fBXRFZ6N>NJ1cjT0i3!hM(|r zpa_ZeN*BWwwyeJ*b;CK&4`sh?l3VO9o&2_?kh?1dS9d3EcAb?0V80&$ZlUPid|I8L zT$b(n(wz&L+ifd@tzr}I`vIdWJ`})iB2v04uSTTR2@GF~DA~mh?-oCAH9YGa)al1n z;l4O;d_FyDyWwFldMHMW^yA!>xmMi+he&dDLCaF*6Kn6(Ykm;+#Pt{}j&NkTW27{~ z@mVaM&1}>DiiPzr@3{O2YZQa8{jBQAmESn~t~s8h1_E*#2)7Q#Q+&RiE2$V(Ko8aB z#S#%H?WxtS&Z?~1gphHQoZR_;94B{9Klr(I7x|$W_u5gvTTXB!FUTpMFK|37J`yY5 zSKP53e@R^&Pw<*eFE4S4UE5evx_ZcbV4k2!+fR8pU%`jQsJd=LXE}QUiPa82d+0)9 zFc+?Y-cSC2Xz*|iK9(PZ=z4xQDz@V(0FM_pzLAESxk75VUCLWh$lUeUZ)%M7#|?PZ zx6cqP%av4@BN_wOG7?MsAF+UzM!3`fwK4gMO5(?5e4+!uTeoLz28cV1xZ??8)E1*n zN`F+kKk(K<_^Id2X+G*MkrA0)q=H-2V z!~*MmejChL6Rms+T{-Z1CRvGx3f<%o3z1T$Estrk9u#^6x`zNdl4ab7j z*axQhFF~@z-79CoY?x`KR=*r3)1Q6!^{;Ka-%m676C*CLT13ivqdo?^ZDZgHyyuFn zc)w^y(0$-4Nz&-w-pF!^cT1awSgvc{kbG~6nF}n3(I5Asjb2ryi{*ay^Wga0A^q3y0jx{u zNl;r@v>BNWBkF_H*DHW4O96V}C}`lmaYJhQccZosUrFmmH@h0FIUX(^i(Z$Chr-X6 zp+&JdbC2x0pd-6RqbX()$5Z!ssXPMlE8kQ!jt#!9H8_n5@)lhA&ZrQUxc+;RHB%{F zR37xt*YhHzN42vE zP_@c&C3-Qxh#8BFcPMS%_aa?#d%=Yw@QajcyOt2f2q`^%wh7iG52}5BOxxW4RLb+W z<+$o^U(5R|wUNC)Kh=o!SVRe#zPdwdmi4yZBIPXUE+AhZDV9<%kxv;o&-M7kvVvpf-L!)*&xvaMu9a4ogIU(~&Q4{~LP(*kvG^~;X4Yww< zX!s7iD4y;M*_sdcy6}O|z0$#EQ4`_k`zm2Wfssr+dhvl%T6Hlxyq=^^pu0Wsd@EUb&ET)MSd3WSV z&#vXaQ$5=!9z2hDiJS&B9e;uP1K^3}r8zF8tSAQ^5hd0zy-GoC)5UkMe0=y4>Qk}1 z@0=PlxuHA)q#&b?yYX|e*$1-V%8~>|WLW9+J+T--2R8l)d|2|GDxCP$GgsCjnx#06 zuADk6GR3iJ8RlcpxW76mg4`XN3&KI2`787qG+4=hUJ!+NZ2`Ibbm7j@#%Dph_6+hi zV^{jC2`oVOexe*=6@Oi=h9Ss#*xP*Uz6^^ zWvRxL{)>dDY`@bmAwH3LKY6G(Sk`h{fsltvFIMY;=&rnuyu1HF`?lHsJI8OVc<8<& z{g2Yi+j_|MF+)^&MLTJ;-h$UCqp8v0cQ!n`loh=Pf&WxOc`$qQ|mjkc=QIyH-N za$_R3T8Xy|Tjzj6?*#tTKIr|rW2y4SVAgGEzMS0gJfGL)HSQWNn!c-c>SF%g!tNDt zpON}B{*vo@I)`q*BbRhGu6L@ce)iYAV2N*hdGka-+pJONgJ#m3ncmBGr#9Yb?rBvw z&3^f`oY9nzUewy{kol-|s7yWb?WzjM*@&?mky6Z-1Z;rDS;Qh0Hn66 z7+bc;^!Ht}9YsmD17zAZ+pC6GLQ}%F&qbAipOEUx2l6?%M9%)zsuGC za}j7&@qd33o`(U}EcklM{e>kmLS5qc25ZMhY=uflC4WGd&v>P1AH`8D&-*4NH|A(r47>&%@K43F&&-%fk{c0+|fho2MpXL6BM1U}Oq*@)SaiZ%g3 zW{|G%lMEk`hbmHj$ynqEvI)j0a5 zVs*$N?Tx_FR@?Vyv1gr50%#V)h2NRw#r0-(^fm2;%TG)|wpy7Re=y7(dRm(IbLqa? zys8{YPdu>^I_CWW5Gy_7Jf{WBp2CV!nn^)1phRq^wl)}UtE@Iz!2$X0~p1G`zBDOgZnsOA9A?np%DeiHiP z_70=&+EN=@y?vmqT6H zAQ9T-#2;#FY7wBSQl|^Oji=rki}m3W^yK`JTJP`U;89NY@B>dl(RGvUB&xAY!XvMl zmgYdehQGU23`A5~J2rwMOU2mu9t6;L8sS4*cj;5>OZ#0?3u^13PZ=1-euK_-Zh=EZ z@PdlwJ`q$lR;F{{t`!jd~a4#n<+BV1+l@}~LHReo$`7xkT(Ye~H{ z%*gXKvJh-I@?e1l$z5n7jp{ilW#xr(Mh{BaZz@>j%}=DJ|EW^I(e^9^y_d)u?(OiC z7o<_?((IYRTuC0PRjkSJRO~n47>jb@+Q#YkyQlXzZw%*bu|F+`=i*`S##ArWGFDF?& zpq)p(l%!eNSYR{J5iptfza7e0h<-$d~l0;0lb)!0_mB7vV?t zSns@fD>j4^@6z&mpM-z%npIf_rHF~k1YQi23sC1X+}b@YwSl+v@zIj4!*4x$d<1Hv_VObnLH8SJtNwE4<A+RS@JP zE7M^$1@5ZyNs6i2tsZiud^S>_+`W6Nz^B$pX5D{I_@8GIu&+@hSfhSsng0(rK)#8x z7cCW0%fO&?SP8!U>F|)%@bQ@(GwuABi@BjKz0v4x@n2#|w?7JxwTF0zTz=gC`Qkrn zeplo%egi?7=}KDDHE0W)tCk{vPVVS|1MYs%(_^a07BJ?%Td#ZB{oct$2}1B9f54K@ zbX&u&1ZoAFH113$tUIiW_`EH_TdY?2H^R7dn?mlm8|~vXSv6uZS4X!)2Lnf z$itypiBxl$f0?*~dZqO@t-Bu^iFjNr@{>!gfb zK=rg$xMqQ|cU9oG3}st_^p1-O!lOaF(tp^p@Y7IRHkfXc=G);r1PH-_gYLykyiw{tJx3N zZH8%(Z|kpYLk85a)Hu7BjHd?HqfExf2+7o~JYK6<)7Eh1o)8RENHK4E-73Du9Q#N& zYf{RL(~F(WOVIR=lx1OY$IR=Ku&T_SjGN23c#}u6ddT&U+6X_H6Jy%x_uWL6{t5udN|q4CzOymKNGiHn@XB;kC18?Y zEP?&}d|6%^{Ye9S`JVzqbFtaiB^C)QaqR)6DQ*~jDN!&uSb>;lhk4m^2buh}rwzC% zlVE_Dbleq^)Cql8C7E7GF+Gqvf4?{oTG9pN8U~HT8Uyw+GVWsprJmSv8nQp%^T;h) zy1`^%2sfWXjR86U&2PkZ%u_g!%%#MQe>LH1wRC=w1&oOcSE0!OcjtkOna4fT6<>Y7 zZs&o?2)N~9C5HgallSWP5bvFecdnNjFZLD|4q&?GG`-kUm~BzPI~I$$sPFfs{OSO* z)JX9yh1LP@jvypklSS@zJ2{Ql{s7oV3u}2H*;9LhO_P6DDQVp|Nh>V{25lpQ9s*!a zF|Q^woWf}=!W^k$5nx(cNCg~_!>->I34c?C)4I#Dol>SJH=P$|r&~96=<<|`jp;)5 z`+ow2oe|^jLiF@OMoT;Vb`Sn~Bl&+W{=Ys64=Vsp$nMsOQfen(N*{VM^-28AQ5_AeNv##`VF91dFQ#g$ir`0dLT z=eIq(>Q`vawt0LG$?72`UBxM$raS2M*=e{z*l4X+sIOJ9s@PFp}nmna3#q4)7;}GbW`=_LBG8wcs)OyL%}&5Orl2RMLA(dl;rzSSIM^3*8N zQ%ECWi|!Z0B6=053+L~_*U$Xh_U`ZNk2qliK3%TQ6Z~}M&C%y8p8jvY0fRCld)o&V zV-E<(F4YL|WB^2~mDI#bLp?Eo(Muu7aQlRY5UXT0zIebHuu~2v)?{k#b-jaYl00fq zyDl|K@E)j{L&)}akNo6-Jtv|8I6e})awcn@HlDsi- zIW-M;5icz$EU&)eEWu7F(^0c12_oNTuYf*%C=O+SvFidu2C#Df{F`~+w(A>wIuO_K4!Y!kUcfQe< z0{QXcXgH54;bbti4Si5r;7%-r!Mqx31uT-|f|}r&Vx2Bw1a@V)@V!6nxy;ixlqRv$ z`#djuV%^_Iy1`1H#Kg~zyrnl(AI%hqM3uVxO6T3DgfD|IwHElT&bIlQ5`wcHSfB6% z|3sUR_^?vY58GRwVMm$G{k?BboQ|)X7a9N%XD~`bN16jY6!)-n!p1Ev8f9#;Q0a}~ zOt~Y}$4vxm>0fG$uf|b#d}O5EXegc0Snl`!DFBx!t4vGlQ2_Tump*sk2x=Oc?*=%! z{BWooh*^pgbzI>}rP9_VC1&*9iUGyI3^DD6Xr?K%yql4D8L?Rlbylw62L~SXuh0IZ zN0<&wvdKrrRQxO&Q+o9Pq~Z?z*j#OA$C}oq*6}0;)Yh)7auaFKVSZ$YC2I-IDsjK>vqV`0pzgsOmWqZ11<)`*<+@pat9r@wu|}&9V1=1qpEt z*K{l}ImViXncB)4yxCS_0HYXD`?qtOZbws=g?$i_xrOg}Wf0*$=e|SP>Z;<7qvc8m z#6|(KU%He9=HYkOpq-fo7gcVaCX4FbIq{wU<>D`( zbn?BJiJ1IsfPVqnC(rE;k=6U!#mOqM*%rH2aNF%)QEU}wO2CV0=Z$T-{UG!8rCCGr z>UcbE%ynCFEnR=r-HO&#Dl|SMN4d36FErmD+F`*rc+r+Z3@ejVnb8XU81uEwPml&N zcYiP2#FCpFC6d92Bv1PJLt%wVexCkV$He9)a?)%hWZu=w7E<3Pli_*#X7@A7;LKPKYdPe6`e4f{X(YNTOix1L zw21q|Yg@4g!|l>)eROKN%05pv?~C>edHh?&wx%X0F(Le}=+oahCH7~o{f41Vclpg1 zNfYc&{8PbxUfrgOtHE`;$tbKpG3u8dVn+i!MhqmqpG~_vd zPCP+@V`tsnm@q5SXen`djjFm6U&@oAnX@x#k+%-B_KTTSuOk+Z*Q+8q!=G>c;V~_+ zsK~)3V+i=joBd;JNC8E}lWdY&1AZ3UyiI>%!wAb60^k9x!1=vIpC4Zvyg5?6rxxU3 zGTI`~w$}G_=LJ@TbynNmBD~wRyofH+@cF^a85KiO8PED+=eZ=>uIky&At{ytrW?ob zkJ?9XR#pBhg8rnY0VeiXRSomlj@t-2-SJQ1)kiy@MF_jooFopoyyJjR={^|VfBm~0f{b39Yy;(F>g)RCSQt|3!bmtR zHw*6@$p>WD{}{199Xkr`4%JyeRVpeMsGN0VSQY64x~`(lAn-V=ER{Gf_@?uA_P+gD zU|?E`|8bJh7qXZHXj_;;;kvdb=_Z|bSn{a?+4L{(apBx!(9^JROxpvG@r?#}R*Ex_ zVBIr?CCt6vzfi#`uyrt;=^39Nay>=}*=J)kngwF2xBVCPUTdo>LTJ(bV25fLWhrxr zdeqp&odfJn{WMtuD))k(R1@#j6^5D5#1cDF8X!i(CXV-!)q;Cuw=P08bT z^S016T&TJepU#!9Ew~PXCPyf>hyWW0A=$6))Q)vE4VQtzAr2CS^=h(QLCrFFk!u{x=5W>C4;=S5jpM z5uPo1y53ASQn1^j!Yj)wo!dJe*9D5*Pno(1f=)5tmLYMhe%l*QIq1&zY3FJ_DPV%Q zKap&x+GRFh$um4g-5fK67(_up_d-q-wWrC3oIoFVqeqslQmrxX2G0royx&ZyS$l^Y zCmtBGgHk!Jom1L3;zILcqvL_@b~k@&q5I#n2Ac)ytZUB>&ykA1c1JSit~e&xk;DMJ zK-2o~`aKAz^hig0xWgt~0Yt$AIatstSwW>b+#^$d0O32*kR-3i==(--3DrybDfYkG z`|hu%wr}595ET&7b3{PkaHNPd=}1*kq(_>FG!;TXsin+aNln3pc ziDtd`O8cdgDWscf!1?Le`izj_GROMhYJ%N)9ZqkQla832p9MALSYTE6=W8ybFfE%e zr2@T2?6L+a|7U=1zoGULnCNnYNzz=$lrkjkmvYTC&mrLhPaM3*zYZ8^^GNmePa_oZ zT?;<7@@PJ;cT=nr>`(RY98Aq*5((U4ahYfoj<>RmeBLjXKm7n5rU2`R1jOaD8Z)~} zuqb0J=!P4e+aB1g7Avk z!)<)HZArOPA^ur5zB??|&4syXQQl+5f+)U@6`?P7`5V!@XIW#-V`TXAQ>D|%A8Bu5 z{9<;!uo-485l4&=&dk9X)!t*`I-KFyFvC(L8h*KAR_B**=ySMhqjd?*djn%zqrEkj zDg9A`Fbn>u(4&C7UjGBKXAR~4W+hko_nh#hHim{~eoW5Wrw9Akd|wAex@k~gtyszC z9-8Pq=an=;?2D!Pv(#)YekZ(c`Vo1)BU~2nlUD*a2~oPJ<18iyJLhUSW}wV9f}Nk| zKHWD&FAuUl+3oR_p6z&CoIZHndL+f_g^cZUXUpEot_Iexd@sYdBd6Yy#!oU+h&JBujAL)`sNTtsFHc7F1_U(?ho%x`mF;Jxw zG#$(%M(T7)inZ=-5fVal?Nr0C2CL<3L~f@F^3HfN&t5SfQ;y^K=L1hG4P4i+$=1D0 zoyc-8k3R@u5BYiUJ}=U>FINw|EVVG&)SxV2A5eMd*5QuS+orIMfZZ%kh{g4vMId{p zLjCKHB7tM}Xaho$K|Y1Ze}mn(Pl8zjSB?r#?_lbO2))Y7Ov!e~bUb5%xJmvDNfru? zGIscp*x}5Y0f&Gt*4ZorDbogt#6!Qe=wGVWqz2rmbi$(#)jg+!qf^Z54i|kcmz#>y z{8p1{Q;H-KiFPyZP+IaEQYEzB6@rfedmUUy@QLDx*HVFQ8M^f(MEv0Yj=svyPs=(r z30XjEegZ(YL9sv!&d63`DKW9Hwp|l;e{|cjnIa=_s4OIXXWy(20x3WF6a5#j+XMXs zOGClw@yqhs0HL4y9_N`;>^&C$&TCW-J!@lvj#LCr0Fb)pbR6J-H~{gYhG}GAkJku{ z(oN>YCgu)tTG%e@=q25q;<%xUw3>iseR)yuqK4u_}RUY$xXxx(8%?h-x{A#L~KpbEQ7MA7L%PVr5g`H;3=kga2nJ13SiwKh@ z-nPwkBUV!p|I{D@6U0Fn@Q@c&U1S_x!fmMIT)CXIV7F*4*Uq3AQW#)(^7JF;Lv5xN271bRGmF z24aY082ROR^9$ozN=gN9b6hH$@L1KnD?Y#dO=evJu{0D(StK zwZ*+?XmSP>y!q&Y(ri}n7s}Z-AKw&Vk8Yoc_gfeg4faKKWBKe{?Z!2=lKE%=+aUaK zQrY2Na1FT*cxSVuou-G0w!~mMS!vI5H>*2!WD~n6Q)=`(Z_P*f!@0%e>S*Ob@1Y6aA{h4M!!_<`p zNia}BX)#t5>MMm!n{nS8`Qt~bi>cKS4gR{bbt^^%{CC4`+PnYdPvsPK>O(W$2}Qe; z5g1%H7BlZm^~Fdob}Aom)TnXp`-K+;7c{>G%GpQM(UoqQH|vkW9)Q&KyPnU%*Jr0> z68(J&zutj6?3-P=?D9&>oZN@6hkrIbELvXQ%P5Y~_l%qd%Cu$xYlb2AcuCiYgU z(EZ1V#2=rkM4MY(qUK$BZ<713@pstq!s1B-<|6US}6L7(6-Sa$NGSq<6 zNJC&KWyG6G1q3b*W*tX(lvGk}JufP=y=P9=H(k%jf5IF4yo1vI(+ogYdqb;vz_+XYQSV=8ePW^=ou*<=| z?`?*$GBZ#|Zb=sKaO#(KT_!tUz=qI*xJQLt7~t9caAMp4Zm6M++IguVsYUTgz(HTj z5Qk3sw)}PbpNm8hTZ z^Z%ac@tVpU@l=+9yG22K=k!5{u#j0{<}?qY;7{JqR}CZ zQf?la+uAmNXH6jaSd*ZZJxKqv$ZN;7OPLX%(rX3UJD*|)dhxzy6Z?8d*4^S*4cpzZ zQYs)9u+xR(3=o93>TOIutw8sPhCOJ)?mo>waW=@7}kT1HRvXWt#8#6pE6D_Akq2 zC~g^D877GHQvYG}Az9--_S2(M(lR)Rju+uRJjaU>e1gi-CpCrsqTgSzDv$ zxC(7lN6ljl(BysNAj<%nVM^JyA7Ft!LuF=(DaYXCO-5W;waVm717RJ!kjF*zisazq z^T?Jl9Bi05pcLdGR|zpe4m4q$et`NJRhKf~1kVeknvCIBw>DFH&n;!?;y=I|R zoTV@_(Nt+z80e1M z2PR+mr^H4KuI9HiNZ>Z*P|huBdw)y!%y35M)}PI9u2M20d30P$S8q@_a=kEIN86cqUAHmgArOitmP>cN16_3ld4L5p&7@*C-?VT;nq2c>F6EW0 z>NR!zJg-&jM@LgkPT(D$k7u@`2$5<|c{}4#xx3x?XA8nT{T1WM5nxI^(K0?jj(?1m z9dm~Eadt2vbfNe;5Vj8_SBj6Rn8GH9Iic~8Neeoy1~U1=O6W(Y2|=8t^*fm6mAizS z9eu@2-psBINhj)q?0u-cy%dCkXmcc$5B8~;14zCmxg=qN$$1nbw?V*4vq~YPDRypX z)~gSIjYD|hxtZf>#YJWx{wRT@^kDV|m^#9+_FtFZyTsNNa0_a4~RX~4Rce!NF1E$ zX_=l>5rADxwgzbNaULW>G=b=0>02Sn)OB+v4^^3g9i?328;eD9AQ>TZ$@Dbg@#$~t zA{FmDx*MBr8~w%nbn|nQdLntOg?Q4tEsKYdQ#L;AEUdwQ0Yms2Kj0a z1AKufl5NCk{egVzww2mjoCF}5+2psaEcMlgbx}dX!DBhdGci%dZ^tl4OvjhM+$y?F%1`(75jVPY z$l}7|?vqt34QYu*tm!$%&H-(QA#XMAC4|AEo(RuZ5kCvEUB2U}%s{;8*<7%=!t8R|F(se9RT3@B%GE+TfD-b@d^$FP67pz@Z$n>qn`EKT26467an z%SdikJxM`_IlM?V?S*cl)E6y(d%RvZt7cN+ z<)JCQX&qaiiOY07(*}$~uP5LK6NM(pOPxI9RqmLa-hRC3;K)2M6XS{rO58>_@Kx-% zKb;EhW~2ATUcJBUyv7?FWpJ$KYoKB7E=(}`M~pdB7@nIp65*~z)$kIn4tuug2a7Wn zDy*8jD%Z&1c4S4+?dUkS4D>eVf+hOQnv6DboBT&7)UqRiS~CR3|zrmOOqrHl%Szn=NgUz`rk3e_hx%b2mk_mDFwT)?+p7qFaT^qL)75PR`& zgM`)#IT9|Gf7;AZt$C<>KMAe8T-``%3`~&P3rBr(%uw8yRF^uZ}~*i8=Le_ zfcmVy{Wjrjj*zy#Mr+lv_v9SCUSBR$DP=j@SZ!X&mdlWAM`Fq+eYZ)LVM%)Dg`M=I zA02MJhaCkN5aRL^p<5cQtKubHrN%dRk5reZf-dgb<_k|kiOIQSet>-leSM?K;-J+m z!K)zb1iPi&LF!t@syrvjFs2o+8{~8Ji#!c1eum>#s;ASR zBcjBA+s?AB`Ku|eBXS}Sj)Eg=B%N^Bn%Rw-G|vlO=#Zs6NiW#(o&2`3=Rlwkose=frG}zPRrD)&rR($2?__e2Ot= z6bAdw>>^+r#@j+_%x$74xtZ&?O9aD_ufT~j!YR<-L(^%>8_xiuLaibvWMn(==*F94 zvyK<6(W1IyfNI^EG*HV z$r{X`97th=R@Ml;>ZlegRc$c)rBbl=MxmmIV{P^#!-ZaxJD<(Z$P5@)N((Hca(ut* zkmq1{ob~nPgJzkGo5?Ro;aU`uNX3HJ+b0h7H38>fVjns&44v`-#lg!s>hCon*YjSX z627r2sd!1(1tcB|?FCJ(0)Jkl`}TB0&sFY1WbMom>bfob5gN5@+CiE@h{>|u8x@aeL1C&o7Ez@0mH|oh_Y^%vDy4UrFh5zhQR1bJ2N>7WD#5jo?yIGm+ zgG6Q)T%C2>9eAssSzm9XW_mt%N=vZ9givRWHP6|RAp{lF7i5WMNwD<_LDi?_x z#*?%DKrb(e9UInUO5%}&H>Zn8dH!C=rc7X|arAIHAve=A`8GHzI#soSjh>t;sK;?6h`-T-xo9sVB~)2)TUGeW8snlfKHo90BRSGBXMj3u znoei{lhAYjnDF7PQ;wD-o&){;W_+PL%4sRy6=z5ZbbNFFB3wiaROZdUaGYGX3rx_G zcSoU1jv0(6?B1+rtaM_3IEsJp;OL(7_S2B-pAeC7eU>bWE+_`SJooEe7dYjBi80F| zJ!UZ*55mgwNZJV6TV||+UeRY~+#;UMb!rF)tW7wq-jdrfm{4ndNBS@}Tp`9N=dzGhlhV4)s9 zUMUuv*EUu*TO$tsnFxKqL6WYaMBBt%-Cu*6Qtr>RE--n(?A-68jpAVABRueb(79Q2$No&^4t(;oI zC~qXSfmPslnm24M+4WQI>%F}cDYL=gU9CU!NZCvKu)~%d1k!zs9*7|N>?NDOb1c?g z1ZSr#OE+yFVxegnP>j}#F!K4frIJmR+e;0Hy3TqL9EM47wNl%uY42@(I%s*zV=D^% zS;1cUg+Wcq6bQgnjP(=IaL11tS-`ya-BP0r`x2rkNp_vkK1!xE0fT{_e}Y+p+2^j@98a$34yzc{<QD znIC<39WDL_IOz18o8d8&_B3@rP+p~4rkDyY6i8`Rf%!T4IelW5f%^?~#eeJ{h9*&c zzbw&6Ub~rPO_P{vM0_c14GN1o3rf`Pe|!z%f{8`-Gpq@;t~h?6=zRJ!f-^jR-GXgb zUDfN2&Xks-JkYJ|r`5dVJK;2X2vYZm9+x2HFPt=o6Yo}6pdx%5`r_)Q=1k2#VDyfF z4?XYK*JN>}{aZ1x=HJ$`;}#4&QVmcK;M(LGk$DEJJmS|j73TqZYT8(O_qSptnsIfP zc2V28{y9va(L09VsRIztU&4mRuba1NTrqjc_p|&JnFFw5MbMk+Rdd-E;wmu@#df(t wgrWoI|7jcl&ukn2e-sqYaA9aEyR-wrq(2h-p8384Cm2NQhW_=uYxkb~7n%KJaR2}S literal 0 HcmV?d00001 diff --git a/1/P12.png b/1/P12.png new file mode 100644 index 0000000000000000000000000000000000000000..f987190a3f3eb09946d4968837443512608f08f4 GIT binary patch literal 40053 zcmeFYg;QK#5H2_g!5xBYAlTr+J$N#>I|K+8g6rT3?jg7Ycemh@;I6?f$lyB2;OtC( z?`^$*VBg!VTB@eF_s*Roefpg4@9XYxRb_c>3~~$r0D%4eos2pF@Ei>P=%As%pPW=l z?ZE#%b5WO<0#uGs?!j+fSV<~L0su9!nD?g0@OyN}cX}=W05JpN^X$F)>r((A1LM7n zq^76wQTv(#rP32D_36X-HZ3Z(T@1e`?eP~ng|DYCP&%YuFoZegbOq!0U|KYX9Q=AE zYWkKxkWCHOo(%0cVBqbyFwZYTD7{Q&tfu`;sGBJKd9*IA2Rvv3ursT&me!WC)-vzX zolxb2J0wnmqO!6B9i8@8Kk*!ta%h!55`1WY01>%rGM3^n5F?Z^aom?+{ZASK5f4=xq>AGh@Xi3XdjIIO{K zftjM%rt9yVXaE3Fam)_em-S-xIyE2HLW+;(21;H=y-|^>>n@->?If)jV z+et9VuyCT`-$=_?%ML8Vuwz$FbyA6$+Ddl0YzF{N!zK{|JdT5!Cbf85+AI(_^=HZL z4Nh}_Tya$QZG&Sv^GmAg0y9UBR0mxg4x7buHEWaQX4&y!=FzuV?$u2mYOpT+#FXnF zJ}bRb^s+asp$Hi*#}SfS=gwpd-R-nV}^jIV`boDNAjCO9H}g>$>s!O_NTz{E<* zoZZ}yS1~hl6x(4V)+uyKM@4@#pft(MPtvzXTngxZPZMdWjB`8nKRsmnzpRTF9Twk= z)Nm5@x&Z*5P5=6^Ln73AFsyIOy$IiLiO?7#l}Kexek>@ff1yl685edliPESjQ&)E#IdX3ABf4IZ7GM<1o zEwBpQc)YF3Cz(8-OTEP2c@Fp`Ess#>Ciw`ayZX!S!!LE-D~6G5!1}~#ZPdY)(-;*#YR$X**?lV{hzJuTY zIVCFk;a17<(;J29aHiER@aOlWeh=rWeYE8@{(MslM)kGg&>TpngpSuUz%P2qf5TvM zmpIM&V+^XyP>*vcm|C#FlDK-<9C1Cj4Yj-`rqAN^foWGNv+#&1u86f?9KskDTP_T( z5}uUPyWW$JvH2S1{w8Tp*d;4WZTCK0xwFLi=^j-zbK+TId8-DrzhJEp#R-hVu=5-~k zG~A0p<*%&auR?O?9ni9t&wQ@M&@*NOZi_^@d308!bbeK&U;ZKD9b?coY}5_}qTn5X zt%-abAB6IMjZ0NERiBh!2ev-Fcvf1wz%;}YN48% z)A%z6edAQVu};3LDceS^hD+L>qiJ+dRn-*Q8di%-3L{d3{xd*8Xc*$O#*??dvI(h@ z`$$8#J4rf0$10`w~LCT74fKe>TI2b$W0&t1rR`* z3m2YKFyG?#zLdn(YoFHsyl&kZW*irf6Iqmvuy(PC8s`S7W}6cE@l|7)v@)xTE+SUD z8*1NhkJ-{CUA2O)Hod|hy^Qh+Z#HZz>iMpSM|QKwoyQaWDAm?wYLv#>HF5&Q!Ylxb zL~wHwDUvM0Yjd&7^=Ka6P$@RoS*1?X+84TCd++*8a~}734cO872V`%K&5bEJBd+HPSzWo~B%9qAFCZo-^AO3ES;@o!m_SZ+(*G$%*EwUmSKfwS1F}P{qywWT=9b3db zDrsEbHc-G)HA_GTR9z#TZQmxm>FmsxQQ>rpZ55E_uq)CF++UGt2DP$kT$IP33=4ot zI?Y>ZuOfW^TyW+5U3lH>Qws{@Y>D!P-I8q7)oO={QfGOe7&R)tHg5{$lkvcmp%{=2mEC#_pbBvDlH@)3YKGqfk=2 zN*6L2Nf{?}eJcjw-o8Fz!|tHYwi4qk@%Jlw(1uHI3wh)78ND3!pW}^CZUNo}g>Ypi zlSuC}UVd>!->MtR#b@MtSVHk+0ch|uay9Vxg8tVm$8YhB8*4;YU#_Emf89>PJG7NZ z{0OTCO%}h1z8gil6%k(0@tdX~1ss!@*97zFXkS<_+>te4R=foJL{c1xIkb8TbdBN{ zlxrQB3AWtv5qkLBPkiBf-QH?#uYN3HOCGR`=uG+x&D-(b?`mLo)u$rwd8rL(*c%r@ z-r8RsANU$Su{{0A>1f6lPHNC-YP<%96G_oY5Lat< zt81Md3ovB2uqK`)&Kfnv_ zHnpMt7Gkf9sJk1-iYALj*^I82*GKE^ViVgmNuQM)496YYU%vaLi$C(hxPjESsd;7N zc|h!ehQ6_39{Xw?y>_o{N0|pGQYQ24S^quc`AH789<{$-?%}JG)Q>dFefy?hPI{(W@1YSjE8=5td2b}JG0CNse3&(qn3t4&hOnMR^^kfn!S4 z26r>p20N;wk#RdX$6K?df<2J_JQR5ZuOky_Co!K8e%h(OHy{z)OU)h$H+$C@*YrVo zHSa47CHdGU&v9~-V+>ckI`sC>vCxqKQ`M&oGqv;L9sI79 z=M#~5H8MUC&*gfMdcZTpKBDeyKjU_ol?9~o8JimLjCk`(%Ajndx-H}79^>4o9QFBH z1wKk1)7<-|JN8)GO2lG~Fq>qm`8jnRI;AaX>I9X4ZGeq<*MU%TP``+HYcoJ{5`@EA zf+Hpg7kDH~5*f(3fgZL8FS}#Cu5N9O4S#i8!t$CEk#~-nen&RzwUG>Gluo#_D*2b| z(K)2NStFV&pk|F})}KG}vDb#(i3{4q!CEM1oALE*PwPYi^5 zbV_ljc@8r4G_v0vSB;facgV#bc7vKv(tXPH0LGFUw>2umSyPH1P;d!t=XfMMtf72_ zK|k{LOQ`rs5}s^RX2gvCbQ07u%jAtDG-$|CZBwLKQu@D#dr8T{<0s9cUp)~MjioXW zjo`Gh6(QE1Oo&oaSTZ&9Ol-JL<~%vV>wZ_do}t@=Tu<1hgVx>={R`H9keympYU^fp zQEsvPwKm$?B2^OnLJe`U$j69<9tm_HV`kC!cdSZqskzq5tb}~{6j;a5{PtjcikQ&8 zFC>r6ur#r|CJfV>{<@l_q0So3++NQ`A`_HlwdAR6$2yEPL?4DggkqmEzu4A z339WeRRhpDEH}}kPm!<2rq;;|I!}+(WjtG%-FDqbVw(c4)&(Ub(dS%I@vzH6jnWKe zx#r-Gw!~W&n;9FC$)PuaP_*2ClO@;AAr~`bq`x_DSZVq7_K>}B*$Qas^bCecb9Ith zkkQw-^j7J{HYu}xOxW9%AM3=|-{zvD5z@N!uaW(?@H2s$$BbeAKi?>f`#m^?v9o?B z1FvRq_guCY)SS|b0N>Ux;LeA4&%8+8(z%I@LrRLdM!{yc`$F7mUE_Q#73j%)je0Rm z#}NK%K;J*CBF1-$--Qjn{rrZ2I|7)tvZ7jp(P zarRT(tF|{NqH#KQb7L}}?VDH^%@pq>WYO^P^Z8vdDh)#|2WujSebu;Q9cuZT`Bd#h zu>pYWqkkSIHL@14?Vy0^hmE&N9kh{Qf3t{8Myw5v%YU{1^NK}LdKOZp%UnM^SRM}d z#(uapyvs0!58)^n;W(a>e#0?UX(KJDf!QXApyPSWS=Eb5NcvWx?k+^ajk0L&27`ow zXFy9lXY@K$^y>UMAi!G|fj~T8o<>`uV#P5{pB3#~7pH507*MSb>wdoLUG=YyM420p zmY$7%wb~%&4rffLQQ`AN{Y9VaS*y~lLPqXAZHq1j(@RC5+?%hi8v%IWJ{EeCdQtlb zX-LSQC$r~gy#dYHo3bP>p>yH)F#+?bh3?I3DNv z94lHgc=3YWmb2b5#1$1&_a}T&E2RF3W!F%z%p!i!P!0$D)F-21?pHX2pZ!% z)X%BN@P0SfJ1VXO^%iw`fcL^n@{eOl;rhaFj(t>!^Q6>!iT+ew=7i!nw5qz$Z<<69 zGO*b{$WjR>VyrO`Vgzv2TumL2niQ;<$R~i@)xJh{NO&m5d00I5HL9zvjth=qr+1xJ z2%1%bP!DYO{eR!@r)Gbi^oO%H|6Cqwz^`1m7faZu*SW$OVgo%FO6ZW6`Kb2u626oH#s9>ZEd)nV!q(fYcdhlmUu>`u zdXgk$ZQgCWscs-4SRr1dfAiu+y>pFv$?k8I7dOdfN9F<>v$+vqgmM|e1*Y^LL!`7W z=)nHx?|mqqCtM!-Ul39Uq`eJ>x)lEM7VnfB#w7gn`_X}Iqe;6NzKj!S|72kOTz+eh)vxb4{Y*qCo*jw&4eX&I83}IAyGkPzWiD0>LOq`0Tm>1 zC5%bS^0OKG_N))$fI zbXENC=mFHP5nHcI5=jjytj!x4QpbOpKUuLM0C;PFpnYp{LH$bzNcWbiZOZbsG1l}z z7bBG+c$wNV`hdseNePlwlyH|&h%f%J`{cmqeIRR*X41-2nUn!5%fA1sZC$s?y19`P ziNal>CxgkiFJZd6awh6sjx+>Gg>aX7T#x+ymA>g=cFfj`=!!#)8tpt+u*?FC1=Qi* zH9Vc;AS#<$MRX}f4KjH+J4(+i`0e-D*ymU=GtYRw!zOB_scT{e7E&A+ZeB9p&syUS z5gIO_*Ede+Djnf`xDe?6o>KuoC{*}aL?je^waFQc71g$Tc#6)hGN70v(MH5FhRN2$ zSLunpoMpU12wJU>LRo$aqx9>mPln~dLqcz{_MUrKJ_5?-&}%qX!?`V@CTy5T#v)E>OzhcVX9O~} zAw2F-e*X6n;l9kP7OdbRxyv5V4+8C)e^<*G=T4VothhG67&z|7>lC7n^Jo)?gfVaq zGAt%8^M?X$qrP^hq%55Ye0`HEAUy~u=$O%MbAo$}L*B@@bSLP;@!9nUyG}34DLnjS z-~02h9i~bdg7;j>eKN;_JtQsUsN{*l8`CSH>TE$ljV`6zpO%XuJfL~a-8D`xXX&YA zNXa$x`FCAG=S*)GP)YtGRZ)7gThODB#ai)-&~uK60dLs{#Q<{fA0fpOF^w&vIVMrq z`)c7GKb?lw<~w2ZfIEcWvGJ81Pficn$5iJEqHx9cH2XOr%U{%O*??|*_f?ufE~K3Y zs7D0-Jyh*9s`qS=oFwnd2CG(qaYZ`DU9HJE?j@YY#PS#?-#HB5dc2KFs;E|cT-hS3 zl9(;d3Z+lYxmW2wfkHZFxNtPCLU*W1w17rh#cZ(anrk~>O1`f2YubVzUsrG~+dQQY z!rmY6kXiU|j>pnMJx@kXY=->A3(OT#k~{LTV3vLr>c?B6f}M1Qo$R_^ayFlx0x@Kh zaPAk6$Sgvx`GgL0*%Vc08QRJ(>YgkO>!41Mu^nfd_`aySB4#Vt1b2;TVimV-I??%~ z%TQ-sk3sRfSY2_UMN`bTcYd#+x@2D5vhi8`HjN)wJbp@>i++xZ5nvfQy(jkbGbs>P zX$sB;MOl`7NOnp(X0qkA7KITNs36B5D z84EE-W7KAb{BCGLNiw<3>rB=VYd68M#$BBKP; zc%vhfobFYcDuyG??7ZAyRoEU4-=R+&$kP6g9_{aUZGV~cJsF>p-I@80*q%epBvgWQ zQv28mz%8bjQg@Hu1mGxVr)iSDm@T#fnCOYIZnJq%gs8bwXe-+Q@10mxx;H}j4hZ2h z))x$5TJuV+pQp)%mfZEej2|tI((`U(8(d|}k)CF-8mNp-KQf{|ydM+p4{rIR_P|=GH z8nd!F9A$%?_{O^dJ|QfTlcc8E5f_t+3w3%#MR0P$Z4c8A*wj3K7Scy??`qY&n(H+5 zs92obSLdT5rIP@RMbMV4;?u2cW}pL3QrPeWkjk^6>P$?fsl7}HtkzXXH}x<|0FGJH zcY!`v9TUgDKBOOKM!kR6h65U5SNl{SD6HGQy+X%Kfc@t^ zN?%tcmfZ^Fq@oq461iJ^7Zt!R2ySkBk=4}Xjf^PXZz-u>h0bWWz)9;PEpqO$&`Zrs z_ioV-pMTQoj6upUsIoHDxj)z<`?X&S^=`!FJohl~Q8<2u@fJ<5V?|EQeOQOkc;a`C z84Wl3nn<2gfF83i5Q@pIKjMf#W4_1=Qze{I=%81)m zR9euL=$6j2R%6?bvDgOn*6nMFMz*^cX!{J!jfuQ`zjZd#T0lQEmI`@QJFp3(uoyPv zu4sA6{>FWksi-)&y5Cp$MR@S$y!0RD8RLOf>%nI({({L|CHTave}fObEid?WAIS_tU2EmGn95S5S;sJk z^vtxCu0KuuTGy|!`T_EM4`;@nc{|oza5p$MOaI%5;i8k(W#2-d1%~qWu0}!6$(NWo zKixzT^Gm25J7f+-)~jSTnFL=45ZJRzLfqqj!lE%bXnuG9q@(&6x6N7fid4*@Jz*Qp z*-OA$$ETu$8?$^>n~%{8YJ>-0eoaqE-S(@#9Vk}NyWg4jEgy;W0zQ}~WL}(7OPqJK zykG$+AuyX+u-iuPSj=&p3{v0;6W@tqwY&0n!6J(e+zgcz-69ocoBaK>dSwrZ8q z?2!{{EI;cxUMG0p{JzEU*UjMdy4wY zgAp_p_PG9Tuj;WKTzxZX;fmjsL#_hQ3L-G&!$mA36j*;Cocd*2VI?A7a;O(Ot$sKc zVtJPlv19`|A0gz-4}Pwu+!m%Qo)*! zDD5j$4*L0kgkT5WQ&%#!kK$E~Zy#z$J4^R9x*&yX7 zTs^S8kTcFwxAggXYZ40U;v3;xTLync-%|oTaa&-)T2@kM2)096B8%9F4~X*tyfOc< zAi$c`9Mqlub1|JK)a>#&mQ&6Bl`PLmVe#f3z@npUxq;Nr?7bB#g9Jwn?lgx>4k@AA zdz;7IADHTZ*Z)u);BDY(U4cA{8|iXnQD_S8&3E;-MiV#1C8OUmt6Pz#ASg0PC$5Ho zNx+$RnsY;#ExjZLHN!uc3CI@XBL3()srUuG{E>tFro1L>bJhBP{hpoq=|=MAOTnZ|ldIo~d&2}of8Bbv>nLV@+TSzIw60iu(%rxsx)D)Y9u$%y|l7{X&-GX zGpAbQQU6AdoAaTC{xds(-REEMFee0M@|wg=^XGiSMdLAu{P$oPKO?5bZ>MMh-gw&7oiBB=SnF=`5(s%PyCAC>?hwKMu ziG#30^T|lNV|TMyQ5)Te@3ca_8^f|5(Z~cj)ta%YDTD0b$EqWTr+XACLj^x_%{@== z#J)b%Vri(yN7Hzm&;Cjy7=qFUjatCW&+6`(!TnH)GqZ>{OsmvE7RZrtEx$t44^Uz|!iTc(KX$a12B ze0|%%)Za@5^9}-)z~6})z@_oXuZay03iZQ}9LMZxwL5U{vBzz+ng_HtYq&Ssy)4$V zOq>t3N=zT@EYrO0*aL=A4eEjXFB5R(oMIuH#Y8%Cs^U=ev&!1v>lWUoYs|?~<;B&= zQ98vY_ETZ^jmhy0^y7plSJ4-oRF#t>%RyD5=P=uYDc>sX=2p|a&UU$YwjV9tici9; z`79>RcQc1?ESreB!-0mBICx9mzw2p>wY`S%#R0!jiq;8^|>e4A)=aR73l_ zMWKE7OAOG2?w{qWx3&8i@i(GnBX|2kM9~oWy|O3Yga3gKO}6$rv-tMC&Nz^gD@v#}3PJrx~O+zs!O^J3K|cUa#RwY;4#hRG>M=)zub zYoPRtvMw#Go~mH03F3jPa7S~mA5{IMo97oyfz&)j3}F<)!|PWYA|K}$GR9@8dasd^ zX3xnCPkLY*O}EJ7h_fn+Z9z4MZL+#oL|R^r;C`vLI(25M8Ynk9_9~&@)yEu8`9Z8t z$JtevN845MF+hE-E7bmk!H(0znr%QOa*=KvpA$&nATUEi!H>O-N~pgQaYwm)^5yZa zL}QLdEutu^sDrOW)i0*iZ66ixqS~Met*})b+>yroi;ocw`4^3T9U=eTRbco`yX3O~ z+pIzlaIof50~lT<{0KQ8D<$0my)E4$teUQ8gLNSr6LPwcU~lJJRdenKwrRc6jkbrF z90v1t@kr{;&AB9kbcpsWUShNR&$3xGERduU6}=%Ou{5XE!g8192bHvAE@eR>EEepq zPVYBMAdQ+OS5Z^*8z@8(vvm&R%sf3+gGA|QJSIj=1^r6FptXwXf#@JSi9sxgzwnKE z$8sYu&s6@;JT}E0^j=J9VZ6xobGX_Wk?lpp2m;$JD+dN9nr`a*cH1Z~I(NoLPR;oR zRiDSA(i^QANSQc}PRSnoRu5x)&vv2MC9?TDuxfgaBgemtP4`XX20pM1WxliV^_3ge z7Kc(xZVC|3iXU@6sj>_~vV!NP?{YppWf(4sHV!yX_1}$$Rz0)Go%XbpJA*J1 z&Zg7de*;S3H^4H7;^}(={)C|l+?MV{?67q36Fq-bO=oqTS=M5Lw-Kwoib}U3sF-?^ zX^Y=wANrez?^mdt=pl;eYcU@uoU=IvM?W6T@t2)S4lTni%nDcX3S9kQe`;A)kLR*C zwoYW2>?UfND_G@3l|!cr%kqmM1@Ui0@rT%~4%)kLIkC6p^IapMe*3eRZ1-*Se{XUP zdLosvz?vW;?X#s3ogIPSPGjfXY*Ry#mVQ0Y{^7tJqMElaKUpA?ReZ(lV7y0%Q%^z` z70o~@2la$)lbK56cVCoy4-E-zaM zgE`Hwrl2=p&TZvX^2$i$vhi{6(i|ziR&{AZnnNf0lv7dZqAgjNM#~7JL#7Szqkyrw zi6UP*?|-&L1t(U$8@ER>T~BU`t;beivhbu!&{MW<{%OrCL04dq0Mlr#v;zO~UM?5v z+IG+aj+}e1w10c7j^HZY+#Sx!KDFJJr$pGh6g=(U^I=jI<+MZ_4CMqEZSWaM`aMG8 zyuYB(pP3~v&OzSS3KP}2j8^Vyu50rWOp?El6-IyQCtvFNzsv?hq%5pGzCAjaWI9u< zmv_U|gwS64RBOIe6o$8`i?a0vExl%9;5wR5zpvV4k*pMA_(OeGBhz9_G(!9M#UpfX z{|&KrM{Z&qv!*pHzO8965O_}ji)%35%g0htO=Ul7B609UQy7;!r&n*01xpC&yNTf< zjl0z*i;CxL#vlvi5^?B21;-=V#?)K=)E3LTvqhA@=uGW(>d<*>~ z^lyo#nc4iQfpDjkgs>i?y7+J2*r0|M>6f`Nn*|X`0lLQ<1z{qW2&ma$2bzJ%$lzTX zcXzJF-s~j6g}kgyYKk8;pGY~0)oD_v816YAX~w%_LKc*$h5P$v6m0}4PT5jO!dQV2JB-Cs1gn)$Q4udfx1@2NDB z^_R8&s=$ipy0m7BgU-(7SE;cvb9b`9p{@H#e%O zMY~E85BnMBFfJ=~pPxY)uUUr8VC7(9CSGEPR+f*}0x}gPNServ_g6+zcpI~6XIr-U zT!eMf>Y*PGO@15xnP>k{>fz(nS7#T?+l3o@e^0DxpNs3!V=-}|f?Q@3Q&VhRBU?@a z(~~eUf3DZKGQuj4zLuk$P^_6n3uyxI{R1nNn)_Ita|(XNGWtuY{9X&i9uZT2-uJ9m zd7^Nt-0owXPKR(&g(2_*CrALUuXI16h_sIajn>r)8bMn%w*|V(ISHSt z#Na1R=!3nFaO0|gJB_!y+{MuF9x>$M1%+N$EG30wIwL*9y(nXu!b&lS-o`+QJEo(1*UI z89?yink8)ozir_F=J~L!Ze9_MJ3b0gr5Kj1=+_SxTucRS*5XjECCJY!ad4r?In`-P z4Ml3TE8*N~6foqI5FB@hEAxD2#|Kw%m>>FH&614~Gva5CqQ%suBQSoaNwl*sr_Jz- zBsC5nS2d5Rmpqkl9T)Lz(oV=Zt&dEiF+N1r6z`!fIBrpWdiYauz^=P^>UdG(F?v16 zqdBa$&3!fKf(Ruz(M^Su92+fk!%;5~D!4k073JG(tTHiw$2Sz&K6$)5UUcC8Y2*1azo4{AUV6p<_8AlRg;Ehq zx3^|+YXcz|YqUC9L8MXxS`r-!zAm=Y!_n2eBhI&-Iho8U7UMvQ^h%D?`iGcM#mzZR`trkT9Rjuy#1S0P z{-3G|fOq^~Y%{2~^^KzMpfQN5vuQN_T*@U(ZWIg0hKQ2!d|d$UqxzdDbLVITywZ+p};`&?x$X7L1CMFpx8E-Y`E z{XAdC7#gy-u!IdPtweG}MF>YY*L#BZ;(TjA8!OkSc&E&H?)I39-z+fmZtF4G`r38@kV zw)gGs1@YKvKGVa%H8l{8_RO&XK*rcEYITgn=v`h&SlPg);KuGvs7CMQRrYMF&uOfw z`$J4G5V3rSMGhj+sd*8nLy@o6I{him%E?W#w{`d76B!ZkQT<_6iWd5oA{)MLv@h*m zO;~n|;c@*8&yced&4+O{)5pzK*1Lca$`*jIswib$H2Qg)OPIj&eCE_cKJq;#INbI3 z3&h!~I!kvMs>-+dh$s`F2sGZOPD22ywXH2@r+D@0?@Msbj6!8{fa2UC8BcJ8yffOj zL>00hmGnej*s~ndTntagtUb}2H}1?2I*kmDy-U0qTE>)kkz7>Y#$}5|v1qzw597GE zCz8SN_)`rIckWD-<1x`A_0Lp4j!z&t%!Gs4BvdURkq5KL_y#Am)+&LqGo$svETO}$ z+7oA*NBm^KQQ+-hvlfuqiz}wFj&}o_ei(Lr`{z-sZ>_q9f$(Rqa$Val8yZd&;EIk z?jJ!vqke!Gocu1lrysSllNC-9u9(GjJ0>jEq1&}z56D;?Pt7#ta+dCzKR;e3rctOhrya*K7dVy3#lUXLN*CsI3ZoMN8b<8`!eDb8csO>0%-Brc@P z`CH%;kyJqR9n!9tZSd-EZdeNk{BrQ%_FJZ+6IK~7~1`-1oJcp#;J&L`zv}x?yD7-zvJ<(f!xQ;M7fCnge?Bg;C z)r*R~Gu(!0UHTsmMy8T{tFonTgpU3G42=W5X9M~2DatdK5i?=^jUL($!s?hfgZ4O%}jm<>}fDZ78X7dcM_ z##x0hC=IVcGQ)w1^S%~0Ww1gi0~&cH*wl-Y3S^Bf*QaL5){WuJP$v;{J};Ib6TME> zFv?>zQw_p(Kaps!5`X*fBv{71uSz%Ck`TrGph%No zyhGf|sh<3G$=SlgheDgF<5aG*L}a;L#|k!eFGl90J;)Th!KaI9wXL&r*sOfe-!w6k z{pQ)|M!(cDb<@=-e*qE-XG4e5sea9Gr<1XHXx;*Z70Q%14^{~eO6vmWMXr!XS{4&( zwZ+}`W3%V#&Skk@?t&d%(5(VBK| zEdAQTa3em3Kz){&hK+8Vv()=Sf4)A>3u{AU94l&czTywH*`i^~f@cn(o%6t8)VFy5#NXAC+pBZ*67os;t#~e3cLhCKAnS1ehPLK_KgguvCo`B;mPNdyy(I%h zo8>JVU8o3}$vj;d5b4PKR^E*Kr!%EkQ7L$a?JtcTV;DtKP zldmzgl4_n0V#4~$zRW|k=joW8JCVn+P0%%)?zN5#tp=%8JrmO0Fww{r+0|*AL@{j~ zxz%bespT&y|3c|_+UuBcMbo5cjY@dnXXl0q*TCLWt^>_OB|@;9<~)ZcOh91^-9N$f zdenerg)gF}iOHP0{dLKmS?@5>ASty1z>@Bu4$L!&Jd`wk05$TceW{xhd z=)aMRlpF44dvu~rvqAE~ZvF6*DKDsl$M_Enh)XV7xvHkcw}(FO$({^#q*wbtR)z2@ zxemGhocrmXBgL~)BzSdCaiUPD1zsVl_{^kT_7|kb| zC7|diZ8_S8vWKC;*5U^?O_%l0g5uC$o14ZI&C&8k+wz*VSSTnZ_!QqVc2N)>7A1>D zD!Xn_6^!r!p%?NyvO|9=>CimOall_DLQoGCoV+LG^fngYB z4iL6qcD6E^jwe14gKHpMkv({sR3tusqFY&Gi(|T<&4@30{b4Kz82wpl>NRLVebQR| zbjN!1;k;J_l#1!S_VLegZV$I0ji%q-nwz9n!)WHB+Ylz`2|XyP}2nRSyv@BoiCm;U*WAwwI{TUBK==`pjZ2L9foB|I=EXj56q{v=$KYb9&GcM?S=K3=MG z#^$Ytq~Pt{VE`YjW`m{-sDBt!c)LuqcWt>sSBWFhW5rXz!tLlMCADuH$vt(7{msya z>9x`te>1rY-B|)K+dYH!ah;2gnLm5n?Ct|&E|%is==d+lBRJ$!o_G;DU6nQ&?|CMA zYrJpT`bh$>rY$XT?5SONgtOiT>yOm6P^+=rZ^d*fZ1qhILy@+A*}vMhkDNTzLYrRT zB2pOUx#elHusiN@quc_`sEF>NSm8^crHwx(^&$UT$u-XP` zTYuI(p~jVnC#mM)ASuTbdHb4FLaadEw#cr57R8wmT((9Q-^2ooTxc-s&Z^+EaE4cd zSkC|XNGXvQR$>g5=@BAJTkS$+Xk{n@>Ry0 z56AN->@-nuhiz1ZaI?8J)s9s$C;EMTEks^|YM5a>oVMXkX%3w;Zi6akWX5+xHovw| zStYY^+nt`e^Tyc4U5~3fUjJX9k*T!so$ZBRpbH$N$TXMo4J~bT6 z{_;-y2Ju*PO?%VEWYjc`Z=kbX!t~IFby4@G+Z)wEcOkv*3Ph=-k#=JfX?~>^$Hi}1 zSuLojDp9uCehHAF{)Wi(n8*8*0{8C2MEdx7#cYPQr+9BTWLJI|=>}s;{ret(C|brP zbn4MZ#oh+vGG(C_?@}SZ{TKE9m!>MJI6|~J=zpjhGIPF?IV}WG{g=u13{m1t{km_+ z*yTyo9A{%mX~>_lFtuuT6zMl25b*f}-N}){J_SglWBaBaK7665W zx`}hZt-nbgQm_Hw1;Sy6zw!U)SN?A*7N_+yq*n9t3V>H)P7nsdlaA+Nm?5_m^{86H zx+)q^ksS1$1n{)y*Z!4`@O61hLKWFQ!0Nk}53k~LgN31FP4c|;-DF9-ag|}{6>B-H z#L_USO;!)xKlm#ySae9iQY9p9>-yQy_U)FhK|#kWMoN;HKXVixY=2|zn6t}6+OZh6 z?#*6{X8>28<4OoH@4XjEA4~ot@T0)6X1_%~K|rGY&**;d$ZGI#yX3sfi%km6i&fOc z^eM&y%+Z@{uft1SkzDf{VsHT`i^=ACu79{Y5p3_P)Jn*`Zk{;31CM4C)Y#$e7M11b z8>G0okENO^0-F-G96hp$LjuMgZ^L7*y@WvvG-G1F>Be)?6VILh?7)MXVHi~9MaAh5 zgAKki+$t^m+%H$v4-++{k!_gz)H}hIkti-jnk|V{S|zS-lBjE(%S3uI8*0TWEIhpM zlu4RFJd3g(xZ+3Ro$S3}f6_FH73y@i{tg2)f&l1e1<`!)Ywc z&B6;(tJo?f^jdsD(`YnfwVAekKjEA+j>V2ubTE6!lUN?_4a3K;)z(4vrwQQ*5Iu0y zze|?A)zwkQB~J_%AgQ<5$`V-qo|TaX{+O%C#40{6k(ss*$D%l3oV`mSh|#~muNBMX zjiL*;S}=~dm5oecxM=>vqULtPY$z_bf?Ax_s6CsMv!2nMf*!GKS|HBF;V57>|8E~y}MQb6R zS|TLJ<#ZM|Rz0@+b-oSz0n*kyW{Z`f-z>}&eWO+wA2yzj4$>#0$(plBC_jOWV_Sjf9yWwk#o9OLnz>{cyuls!ec*86J(54on`H?M7f7Dv6f_BN6 z)LIP_KXae{bbl#hT*F0_QmG;gFO}F5)d?TSqCL~xbRK>PacPfB7UN>cT%3q3ib)#gd@4n6}zsIh< zx#YUBiFa2hP0sO)n-gmXHOITizcW6bR+Q*0B+y`^>?~rryGe+thzPHG&fh)IaX3%X zb~yJNBa4<*hZ0^Lv`Lg;C5e8wC_G?*9m1ykyzBTENscBwsdaT()B0eu_-t9i*Y=J$PhO}B6 zIq=3N?7i066(dYYYWRs~lSw+NzFvgJGu$7~r=W`w_Yx54A^{Uf&1v(Mh~#8#Ec8qO z{w+*gqV4f6vNk+IaZXTYd!%b0N-j$H8Pq&E&9b}%?wQ(lOG|=KPg^Fn9$ z-ZnG*la-NPsu4P4grl$8kJgzN(FRw?=sz=;jSg+0E^xP>$eX{@-CHj8m7mhX+2(as zYG(%X$;%13elvEcU;&LtLTb9>NqqmQhrrwu!SxDe=X~ z9M7llHo!|U0C1letncJjJj1mRbX}zwsR|=tAECEc4rz$#Gsf~U!Hr?xrpr;ceFnv!mCCB=sN-$R`PdPlQTXSi=&d>JH^K-47T0a#YGTxf| z)ZW+?%OxuI_2)*uPZ3{cUc8*W6x6tI)p;VKjo6PBsABx(a{oB znCK7DXJ2;b0|~%5I|+O(=@9U<3QzQWTP5#>JoK=|XxU(QiGoA=g02TBq4qP@>7qm; zE~XxT3;m#$WNTAumQ7+^+?gT5 z{NvHa;%{V9H0M5bG!mOWqN*MksTX=vjh94cqFGxCg=NecOF}u>FvZt;IxsJz93}y!_^nR*E&|6hrraii>rc?oYc6 z=J`9a#$QkZZRPH1RlFoC@wCNvC200&Qr%=VPE`Wsk8MH)_1tUxr0qT*!?;-1YEEIZ zj3ZBgPwfhHV)~uI5&sP-X%6Fm4k@Ir1~H^`k+u8dOQ--;1i5~)1{DYe!Yi(Vi)O^Y z>g)E4!+y%co#1;MhPE0!C$5Gc->Pi1_f3ha-}vh5J#&$|*C~`O_6{fBj(cPOYVZG| z?k~fleBbtO)K*GBx}}vG5D+Pm7$l?{WDt-N=^Rp#MnI%n=}zeZly0PJ0BLC$VrZUo z@b|m_&sr~^ZCmSJ>-*}vAxvCxUgvQf`~KM>$T3mYZOb-WHQv4?mZz%kBq(ppc@r%g zjZkSC%mnV=i)YVG3_q+e?diG`hW%<$;N#ys`KmuPZ7At>A;oSCOn4I#CZ z?=X3eSnHX?am6w{Oq#{Ltl}Llv+KMBhnSu{<_J3zGZ18FNhXV{H#b5ZR5<8s*zLI5 zEUE4%&64Tbar?d@h@7@zbMz>)*uZD4ozaJwv$MZZ47}{>dd2skVWdLCrN-jw3Q>i% z>{06IQ<0l_A!on;7=sZ}J?5v!`{?RCtP!1uu+gkhw`}|k^#NsZi!{gdi*c!LyN}hqw!`BxA zyC(QE?j0@Tu0w~Pwr{RDEpW)HkB-%DWk+~P-3QI+Rjc0f_b zQ15IGSPh}=M#xAlLxW7JsFXxoXTFs{nx?A$bAyht?5N}E3A>~^`C>YXQ_4-RMM?6l z*gr?|ZR7QbetyEr*xF;ynaH~dNbNiq!qjgVmnnMVruIdtY-GAotRrm$?$V}b0Nam> zXO=cR##;=H;(CpJJ*|)V*_|}67Y7z=v*U(rc+vVtGB4l^9r#q1-B|WLqT}NrJZ`}` zhDoQxGd}ATN{1aLtiAFW(`Hn)yp;MM|Kyc>PiZY%HDN8CNbeV%D8DV zBT$Nr4xvgxcNQoCb#1Di;;L<@ppNet`;evM!-IEmtT36#zC`%E-wi@mG0oQ*q7+sP z&tHmNewvB=Km?)WxZ9g!jG-|ZyjSj1GKn+W=AD(?vJYrOcnKVwTa*-qjW^uR4ru6D z_`7H`?1KIGyD`4=955h%7**!7`mJq1*1J(7_U!sKmjEz10sg^2DL6zD>sb5cwV%lt ztvo0c8GiOl(`F9SyX{`9R{D=P^#50ATkc4P?XmlrT46Z_wOQT&m5E|hqm8U!vpzsX zTa-=o<4kRHnWwzs=TH_fysfP(e2Ol;^2k-zcY%`YgKN5RxH^z0z7bXMOfLAoEvq)C zyCfZ1Nes`9+A=d-+eo{GqlfXcu>?BkdQBbtxjmm8gm`*>4^u_kIBuu}BR+ZKmfvZJ z{Tgzrj?kzZ$fBXzjbwJ~YZ^|~OD85PBW!X`qN=z>dzYcu@Cs}8;~I_o4^eolLEbFg zon_@sZWC`?o@V!@{TAJ0Zu#j~UmPLtl}*nKLlD9@F}42-oZmbg2v=L`_<9#m?)6-7 zZJT_ipSn<5!LE8Rw$Z>;2dR;&yR7|Y5{Ov7>N0%0joGxNFiTa()zp7$k_-OY2{XR8 zCA%UI%x2$i!i%PR1(&o2`JV8-ph1R;L!9t?RoC|7ZFZrn>ujN+-PY6Nd&nD2$Zffmw0t-C0MNV@wuV`AV587!(HW$#ZrFe_*Up9cg z`PM9z+Ws+;N*(wDQ>Fx=-OLv*ky0}w6icK@u8BK*bXgI{8f-FNWMiy7>o_m1#mGNO z<~JTb<`t0Zug+OQmw9X__Ni{Uw{9wa98_Y5M8a7DA^kZe4J}}tXdd>oi^ z`G;-uD$tvnSsVvUDY+aItmad4nHo*)u*&NVZY!_@_S!YtTSBDX5opH`wQ&5Xk)2Ma znN9h51-=xvTJw@W9EyMH4aDcehIs0i?{z3gj6t#LcG16Aty`=j(i!42r>WYl$d`9E z*yU0KXF-*_a`Bn6xeA6(0tg)zTph}SkeLRSK#>97oZxUj4qJv0#NZvgJDHs9M2cr4 zzCj|TZ(6sD-3jH769o~QE@t(1UQFGAVquA4jn?)YZ$cG?de#ztEQKs(r<^OoOn ziO$lLamC_Mw-(7%=r612Fr3Hb;@))@{DEXq?%mro-{QewKE#irie$3aj%QJ)kdh5W z4yw1xYH>fKR^p^8vnY!BF_9Z<{(hTX({)-6B5C_nTa_WIvrJVVxj+8&Qxc=IcLL(z z=bsRg%o7=r$+}fZ0A@9}&p_GrxNGF~8#^i9BI$!+{%nQSQBvQ}lnni|fiH=a+u>?w=2oAK@J3h= z607e5+FZ%&B`Xg_L`Yr6o<0c;K>#UW$^7E1wc!IM+q59WmmLf2B;|4W(48$1~C+lg3=H7CS@DLZB%GVnPi4)Onk#B9Z+y3;j|4 zgqIp767N5pKmCcki^WsVotH!7jjk|fP+HWv$A7C&k`S(PwORyx3KL}mZpGwG!ZC(x z6azWf;>04a*D0~z$8^*QWfmX;e@bpjC$$RNh9yWE^a*b(2K+U`XXsDUVJMzMfhG12 z{deQ=my0@7xAG}vh;mgzpX4?^W+(;|g1N?ogwSe!_59i~ziG+Ud!ds*@;gFkxx^7t zFruqBzv~w!Y8w%ob{2h{NI>YxZg$;zNxDK#Z@YD(nAFHUEX~Zk{4qm69qi+lZIZV} zAz7*N3)(U~3ALZTzjY&A6uaBzL)#fpl#r|2fmG=5p%m=U-A`_?>Ej@PHLQdhnT^6s z@*cpK@^OU5`x3ybA0$?MnA`L>f~5p#1|g={qUByjCG)nLnlpNpEAb*$2FmkBL$pmS zx4)AGW_`e#d)6KvX58=AXjAOPX^=d$wZcrf=s;UA8}>yT8&XuuXGnw6$uM)yo!IPdJ42E)Y?IA|wTC z;WhjlH10qz61Rn)t!Pa3>^1vgnFFOpslK!kpJeycsrtBZ+9!hxP7d4z29!_0!h_^x zwh`_KR>g{)!n^|pO`w~1 z^ZP#f9RBK-_t*Y=F{>uKphM39F*^PL2$Uc0hKGq>i$GuX#T&*Tn}QZ+Odldz87*c7 z6r=Bt4h=&TasN_qE8_fXk25mz=Yg#W1-|yT0baRC1E%W(#1ZX(+*1@nh@SSS5vi`f zR6lEw_S~p?qq4L?vEm&=R+_`~UORT^Rz&+FPyMf?wfm}Q*Wkfamq+R2tl{m(E+$>N z+CLY>3^yRv8b(c%5B|;^_PuV+#)gsaU4k>SGHysEl5Qn7yy`7a5~ z#@e76x055Gw2X59=bQW%ge&;q2kqiT$!DvNPi3D8k#Qna`jo|KQ{1JZ1o_=1Q%)neEaJ53u1cn)IDqd74ckf=Rew!H0AqlkC))VjtO9M%eEm7cPm zk``S8HClzP)#CARw9$RVm-cbeq)%6WI`y#!`gaI49E7e3VLr;c@5Vf&|MWcJMBoMg z{|gWbzQF%e&_Qb$Ht3)YjvsLY_xv|jCBgb((Ui2FL&4}MG+zidjfZX;QfZ{(A=jhJ zG46xBp3)MY`5W zw+rOCQ!S1?&un*};H`ZWFQ!$eVlNK7Fz*;Ie=f^@fU~Y0X^MGI3+sJ&I{MB~SFzmQBLml4ne?Y>Q)e=q3xn6{hvu1ZIZO zouhgI$sa2;^HHUXAGefQOjdIa#7Q^oBGwqAz}TV1(n0STh@ZZlt*7;Ue^b$M(+B5d zW#jJ2$|ck8yNHW;-E8lRqf27IfCT$k#Occ0=r&SxZihP(kPFJ_BV42&dtDB3SUoOw z@J)Obm{@m*0YdH9QGP6Qc_x-04Cr>(M4Z8Oym7GER)Ie<17v$lUl1A*6cyon6-QXUAX$(S*#*kKJRi1RN zV58PesZ~?^`P^yP9d`uf84u5Ch9i=`m6FKE;kandP&g1?ZEKh~JytU>j%kEUx2}ex zZ|C4vnc^$*l&=Ld%g#keVmcDfr;axp&&BrpFP&P6-Ec0U_85c@#;7%;KOoIee8wq1 z?Jo>zj;esdqMd=U1F6lV^Q?&3TPfzo8SyYF93zscUT}O>Jn+$Vx%Y8qfnXq8Em_#R zzwzcRxl&m5pN0t_^Yp8|U>ZLb`H zJ+erOt||21(Wc(K$^!%gr>oN3e_ihHV}M)6mR!`$AwNo3uxe=kjmdcR@|x$qisa&X zf8EwB=BmJeqozr$7*TvH9W3ZT4O1y!6D_}`HlY$)ucK| z@t(nL1U&l_kJp?|ZG`$P0@(@0Smf%*JPdKV>j=Dk2|_tgMHlSndt%;v(3zDIckmt} znpc-lV0;JB4Jb2A-Oj?lLw>Ku-H@T*D`iLRKt$Beq#fcbOagC{z`?&f_RbC#5g-7c zt>o%<1ZWHYj(lKQxg-^NefrjGmh!3BEd~hMfW#W}1uzR-9s3q&0a<+?EMf>(nJifz z$|e7@JkGDOm^;6+#3hwNUbMt+c}d2jetPMOyaE1*1+2&}T6|zKQ9)6b(ox>po!r~G zpl-2#&c0XU^PgeRK)pdyb>o&G+<-Uha+3x1>~b^eLa@cl{h)C`?9$+B$#{cNPP#z9 zCpVUlM!Q9hbXGtDNe<*=+ zXh9Lb@4FRZ&bnJn2815scLN4t?k=FGDJ-~DVpS3cpw&BZS4SWXiy<7n%&B*SJ+Nhp zUns^e(MNM5vK?KmwoNbaV%q{tRXpngm^xQnSD3`)xM5c{cMUz-({)w;qv*yWtsQYQ|Tv$1oYbriJ~9Ej+XoP zq&;~Mx&x~N8mM>ss+dz1j`45YEd9ChE3Z`h7WjcH#^^|MMVSO3hpU)2AGr{0Lcwc>NlbhOPY9 zUcA48Jt#ldNqf$94>x7tPd0C3$5D->v1e9d1O7{O6fFG3@rodghgkYTcOL3wAwvSg z!&-l9k<>FdTG6F&EkK8N+lUDj(+<~3_|Q>jqi*stau5wfwbQLzbl--x5Z%{AFcxA6 zOEr{s0h)lCX{(ZD*scbQ>IFfBVa}sz5$Ui!A`S(&$2HYTt$G!SFMz1&*B176{YKjG z_mh))<>C(Z_@#Vfk09(u;<1kkyEvz=@?|dW=Mr$556)5;4U~`4BF|U$6ne=(1gYA0 zqxw*joAo^C<^^K79?tUV-a{$c^nIcFSfZBXVl?3F zdQB&cwXbY$Cab8VWIJF6xJr*N2MTslL_B4Uj~OS=y-e>idEat7{_Od;d!7e07nDjE%Db9^a;O z1w>q0Pms5w3I>yt6|hQ?%G%!in-`-V23%)YkFr^TsD&24nSw2GGYjwBbMJEAd^ip>p)l z`~ImOPp)5Ke06x&-*Z1IPFQoMYBW~6A(#)eI2wxwtvjgY20HRfs4o7=nSCKXCB=JZ z$(h4u{nR?_Hj!}B_HJIb>ZT$2^SupG!+(2;S1PCq5_DfI-`~yeWDMKWESp}-7ti{) zW%^Vn$ENxQmw`REz@^=>z3We~OM>|N;Lx8#A8d9GYt?6;%W6utFRqPvHS#sH&pJ5C z=`6Rw>EOD!RIztw3whRdf+9s~Lvt@-k}PV!0DSlp>8he`Mkv*SLDzNmw63 zZ<3L%_27-Qj}+@m`Ndt=$3=-HWy)Wqf;y%YNi|dTBJY!Gj%*_#T1rN71U$BbUmLge zaBgA?umCr(EDvHa}JD)=I4VN3Ce=ZJ#y&_K}7Aul_9yQn0zC;Mtg*S+`%CGa}I) zb#L*8ytPThpD5I%jZn2U^zAus(-N7gGOJrE!j8voM~l=uEk*LnImh*{nnoK3p~;7t z|EGzR#((DiZxmV7!9oA4=~<=MyXWDTeG3PDd3^eK31p+!$i2$^nY^VX@)q(H)*OH;hhBw{IMhufH)B2Q`OdCcIMX{zbbp7vQ8t7=X4^K_GZ@zk>^ z-12zq;M=%b1)ov2^*X%nstiY~d?*f2z&BgWR+!|}8S`ztLJ)a8ugE4-ZzxXK4r{wX zrgG<#zh$=;piGqYcT3QlG(hZ)A*h(lUzq;Y(p)K}9))oS;I(yYA=*!iA=_v^pi?HTE#-2vaF9moO2>O)xt#&pUR?ltw&XnBh4aL;q+!dgdrcVHk!1aJ^v?@& zaubQ)6Nh;o@OR!FVwbM(YQ!pL&{$oy&u3gcxHXn}FnchbU+kzZft9G!y-b~W#2XU& z;tgW3@i+c-=ko4)6|{!lY^;IT(DbO2ttyEZsXo?(GaA@K-t1nW>Q*)TrDIQ^B+Wkd zRzME*@$b-X&QDkYvW#bWDNG;#Mq@cJijIvjwl(Cf9P>X$unn*f;5p$%w7V}?3%?wH z7MJfHZ+l{TK59!j9KRfVbWABrY5?<3fdt>_$~beGv>l5rcQa2r%EgXUkn!?g3JCxs z-(JFA*HoIrR~kAc%E5Se=pcMep@8ax_Cmi^iU;=t0=Kn>cYn_ri!WC!kciI93goo288lurm? zzNj?P)9%>}`|Hoa_EEP&L{{N=+2Y9-v_3;JWh;ASBM|(mV1K1TNLvulQR(_3aQXUZaDu{X zxjx^b;qmiB9?xM+vHMCnNaQ&oa;x{0&deen3v|##93HjehETp-gr;--QmOhGG%sCF z7(7{$k1Y3iO3HZ)Z!GVY>a>NjSwg@=fv?NTNK8$H4w-4C2QuQaR5Sz?RyB=7iInLN z(X@G#8|z>&q*?i1uocv>s$m zc}H-BE00{{x>=D5<<2wAMm+8tF&wu>VEcHA_#ou_1nB)4Y^;x0{BFXRN-=FNa-=hy z_h`2G-NUE#6G##_i++fQ0i&F+MCJXPdxx8 z`#vY6FM)Nmnlyj-0hqB=W~JStkB$BPWDzid%5zn7U8QQ2EaWKJz3R+O@$22f@vct0 zI76|0vsPU~WU)z<14`SN-Fq`SWME}6y0LgN?JJJtl-Nj;$f0}g+pSU;WrQunTA4uB zHV}K~V{a#Ki6R>}QZG*LP4$ZU)08`eL$7_=3+!Be4aN!Nv;lJ{#UrINGbvQLUs?-8 z!ADX&``NDem4x{Tm2MwD)%Q|%ml~x%S-+5GWyf@c9C?jU!SM6ojsP9j;$j|sU&JXc z4t{qpW`5rO+jB>m1bh|eg`cNvx(rGi1gQO+6ZVKBnu{aT`nMHU^# zvw8Li4%G0S{dGj}whQMoftazh_c>Cqc$hHR&zILZ(lv=o1|#T)cjnwW<>NBOM?wvpn-ysE9vRO zR-9kCU3*(nnSRO{lpoGmTuytx`u%WrJJ-Rd%wy>7XvwPv0(3*h#jL;Qp8A$F_}iMz z!%m!;SoR2N?tl|;UGwnqy){guzr_{vrE4;T50OS8#b z);(#79w9FqfI7MnrCcaZET#uRwXB&^)a~L@7m=J+R%kEYj_4UIV)DI-&gT81Wm@?} zRI+Jc=Q%uKj$}@KpmUA!*t4vX>+AG5dyJ&NB~h{|^*SlMqN~v|RfO;*$=00Nf9@ax zHq?=ml1&ODid+kDjOmmk_Ip)hZ0tFXTU~;b!ri7DGCHkhcGTZl7kOx5^v{P66#}j2 zg2;;0ID8Zl;MV*>lfvb8I4Oen-OsJ@5!dQTx+E&ZHic+$g3DQC_iB6*Y4rle)WE(d68GTW@T)| zBKq=I_AA$v=~oeGV-VERdEfqo`!oF+bR_rQS|kgmmYoxAsGK6rHhb|5e4?ClFDNc# zd*EVG@Vjqp{%S$FL5_l7C22A@Ijf?Kn)VedO6hHBQA?@28?L`Gx5mF>jM8LpndMi*`dM76l|$XvjcmLw8X^5lmb07^&!O-n0G)~o zo{`qEbyD=}r|L;wI2QBUHW|eJTt~$CRgp7G8gGH$y|_1k ze*NJ;v-1CSPiaf6fiRyS(8$hME2}us99cZ;{Z9f_@;6M``cUW!{SGj&)3OP)WTv?b z7G$EQox#tDO&=_Ri3QshNdTey5}*6>pxGPfNkpn?{PZac7pQF~{d&!;3{| zwjUs4V!;PSoI_ns9RflNhb^^)CcbqF)bD4QMGXdMRGgAtix}eq8etktFJ$*N14M}P zRk^bjVk)(LWL#pg0tXnfG2urqJU(`WC?-K?3g@ftUYCLigAu|!rp4D9l#fXtpp-O1 zJekKdYh^BwOGW!upHzpM_X~y`_cF{re09iIKVm*^73`rLGi$g=>=ILYjDD=ZD0y@E z*Y@f^8tjEuv|KAqS6}%Gi#z9~v;`_;B|gBCk5^z0hst|vG;{xzzfQcV`Ff>XYotOf zn6>~J>F#|R;J0Rmo>$HSGcSJ#noey$>2i~ZLqli=mRV}Y&ZVi1nPdEsb2hUFL&S(N z$YaBrCA)2^gv@=z)|Js;c@G0d{~m$Li^D@U;`zqK#W9{xbqsPgNzDr?X8=5_rv0*> z&y80(YDm1$kO8jKy6P&a&J+;(F*l}-Y$zCH>Ym-Aom09CB(q1I{py4as9<-FUg=~< zt2_;sFa9=EHpY-yixDJlm<(+&(ixwfuvKlo)@ z3``VK?%CX{+BgnIm)N)kRf;U-&+t|Jha;uGY~p~yNTrmma()^u|B7?k=M#)!A(>et zOp@DA^V13p_8eo*7q^q++k`^+x>^-9@nzvHYxEZd5dzDz&v{6e;9A*HCI_Kt8ks(; z!P2q90GYYqIMdAHi?gl&P?5yEE7spNZzkj`@^+uy3MD~0l?H42<6N1K$;hk~A4mUy zJ;V1DTww-g(4?*odC+H!WfJ3zi2dtG$u6KjJV4~wtIy-hzpwOFXEK__DUqQ#M09LH z@ppVCXE&!Adf~%l@=s>%ydS6ZEuuKxF-*Q)?(skO?QaER4{+lvyS!+?NCkW(1F1>$ z`Lw^JGM~``=F!NXgOdFVLl~LpeGG-D+5PVgF#m9qsgc#4@A_j6orx46di5v4%c*4D z^d>DcC&}yb)0?QzvtozLuaH`~JBr)M=1dBBKuJu#A68;-7VNcmft>olT`y*TMr4tP z;T>g!=YKizAF8({=E}lQkGMBjxOhlb;VV%Ux8mtsrso*nRi|a>{7xgKa=DPs%l9r& zY3!m2$PC?7gt9l^-nxo7!dhw^T9$8MO9Hsq`P#Sc%nZY>!Bh~Evr3R&+zrF9#NXI6u|mbO{Zk*p5%Y&_5U^f=jaSk zIA}+2qM5^Gw|vyQ#{!yLPiFhC@p7VgU1x=Uq3usXTB9a4Yo%6Xd8Foqo~#X(Ecs zqa)*`r#f-(=?85Suz5PAEEU~ibwuz{nv5bgo>C>K(e}$_Jlg>^uGgYtb z;ihg(&!27k5o`siXwL3fX||lRTE^@Ui*~=OR_5OF?)I(O7fG=>b~*EM5e(W#V4%0i z=c^d%Euo3Uf+qwag{Kw8N92S>mZ8|s*mwy#Sayv|XQ7%}A+}=Pkb@q|tqFJKbaX@X z+zoUHW`(<@g5`h6739AwFt9-Xi!vD)R7q(i79Tgly&iZ>ebY+J%_{`cH&kT#`t8v53+icm}m5xLK!KiG?wsI!X4y!ko zTb%jQbPjUYg#+cUx%$HTjigFuX6heX|0sT{IToUm&uv3|86NQS`|$9JN5{>ShcN1u z9{isrwU6GN6RyG;F7n)p?)2u3H4XN7H!?t)=fCCTZ`!(NE&u)9W&81poopnbz4Vrm z%^ljD_WtMAi^bftAoW#Wenhapx`@)mpU21$7>z-(k%9!Jp>R*0B}{!6XHS^C&_gBT zqyBvfTNLEk`?-F6St5-%^~MpVjDqpNod81TMqc&tT^1;YrE7aopvRY##lS@$_`^bd z@py1jmQe$?HVhqD3lHoks?Sh5_V2r*BroVXsBotFvEPCoe^xJs7UXYQFnhc;@d~wP zUD=vxCD5hdvTeND(f`iXW^DXMA1b-n^*in!rvd@`;VDt>AXdIMF-hUQs-liP$l9Bd z;9>1&-?cO5zG3IT@SX7N)&4`T@Y#j29nxbXZP6}jhme z9R0~l*Nt!vKV6#98NLX^1)N^;%uXkZk1v`n*aq2eMLeb7E=|PV^g=~BQ3w|%^QkUn zD(Vv#UIbo<%+6y;zqB6}DA;DUug^+0C0wt_aXM(sbKIHGTXxR{ITg!BfumsE{6{}? zWE<^(n9D2>6h0|Xww^rWyf=|56RoJ-I!GL`qTC>oUf6HRXTj-g3rX4m;G7q}Is2F(|vbfrxVftN{khm;SS1#YQy z>EcAGOW}aqB1F3wT9|KA)NkS9{%Oz~H?iK`rfK=hjA8XZi6W19wowIDn{a9*E9`=J zsa{X!(ba{d!C~kFbx=%s(CR@YmREv(wn{(v9pjoUq;4c=geH+VjQ9*`NJN|J?vmUJ z;5<8KNTIj;np%9)%b=@!GLTS5PB@Dk@*mnyit&t`zxkUO&fx8lA3$QkiL6{oLR@o1 zRm|8zWqB|6NRHXJY|OXx(jAobNVsgZ{*`{O^}DsACfIN3Fp`;=sIx<9@wHY1%N&Y5 zE~N4tne4ut8@8TiN!$g9dekJPgi6rO-jRwWgBA7tf)4icWFGfm2`vjD!(K0!Vq11k zy(d+|e|sjU-sbqq9N>mw5?5 znYDbqcpHB#SoCO(3{HRgmHBQDC*-xn!^!7x1`f6p(W$&@LPI=^<@VJiu-vvhI>Z?! zhSLK^Zy{p{Lf4|L*)TToPf3s!?b{^LbqQ2yd908tWrra)A$(v^^;duIm-7|!JlGqm z-GT2Cv~2H10EMA|Q~!portaEiB-yk5j;>G@vkr^tzd#-IAqVZWp0<_oI8c9yuWL_g zLU|zmyAQ_&LJAjLxi~WpY8#oWeY208DssX#e3jTOtg3&WV|LO1h(a{efG7mCMmzwE zd&pauy!H>=W0GS4el%mW*C&O(N*CCvUnrQNPbDY;B^Z40L%gO%zbsAGB`QUgO-kEf z;13;#QU=X#s2Qi*cJbgZx5@aQR!g!M?YEagX{q!h+SxYe?#l`Fm*f1W*GIWa}0 zzi7v{++y9@cfp(LoG}tYZ&)Xooy3}ITA7Jbo8-Z7S@GIay93HU{zI|?FpWNE33&W! z5h~Yx?Qfvv-h+3x9jaV<$|5(f%f!kx$=j0 zy`wiz^l}!yf={x_lk2*onFYA*YV}A#INZ zIC06U4X(12x|0Qy5?FK*((V3L0BC6%i^Q^dm@aztzBKgMkKX{?`w{L%w zzE<|?(_I9@uGQwr5HQK#y~-m3Mdbg=yc6QA4scH(wpZvcmRMj?gb-h`6=(G&CKUQ- z^VNW_4M=qKkny-6Pyk+N9f7urKJmYkV>~D0SxWg+)lUitZDxmx9x*PGy`=v5`)?iC6&}mX#+r>!PXdhp_Us|w8ub_t< zy(xoKEF;SIMIxx?t*fHJfO_%bvyHOK87Uje|M8ywnJL3O_uk04@XE6lk|gl=KNqe} zI#f7NWX|l~Btt(taWd`mv7Hh>F^>Q9&*0u@ygIReN->psX>H`&VJ(*pn{Cu8YNtD`FuFjn&1aGZV&os7iVt3ZVg z-^|+|TWe+=sFhkreRMQ|GrM3{s3&227x=lm7Z7I(FBU5ZyM(SY6k}rR5LphGa8#Uh zCLr?{f{ud)vOApE1iwGm!&1KvV-o(<_H~)JRxIUY%ZeXk9`E1ET%3PS0LQs7`N5VQWgc)jigbHSETT2qEeU8EXT@H{r>zMsv{N4J z#g<)Z8ujG-f*aKv<-w=A9S&QpUH0puk0`ljmN|u?$Vp z_kT;N)y4d}3+(%t9*mZX0KPl-F?to4R&oU1VIFucGIrC%@K1i4A&5y5^Hp{O1bwl+ zlQE7;e)okS-Hird3Yov<6qwTV9|?gHY1Q^-=GJ%2(&^y#1X|TdnsT&jR)j&QIUzAf zal_gAjzv^d4Coqe`^A-;b4pJPy;=vYw%yaE6>>X@D=WwN>SM~s8h+$SFIz=pX3{}( z>)5Jq0GV-f7AXbM5V|N^OI(d4Y6h)cU)W3ZUPAGi>HtiA@yq zxWwfDHQM%g1*_!rQUtTIW*>Kzy8=z-@5Oa4%2QRl8oLs(1;G<)DE$3v=1ykjiX%c+ zt)T^}pE?AdAwR}*LQ>8f)%&<;MA&ZBal@((<;IHl>3Ys!6`ouv-w(2=U3Aj1eh$CH zPwsA-RGgl!ffbHW1ZlsC-OBL_mO*)!<1n8cQ6VyJ?hV~e+kTQlSD)}PG6_AZMoQ_X zv=)?TT~D~{>HZTG2s6nbsagc`x%iQ1S}iPOIS7G*u_z<$gtEqx$e@V70AFTNuS~O% z=~5i1F|ZUkQ46I_o&BrM#I=lOCajVDbSP&G;hA5zJ8#%)hTD{TmL?F^zOLph zxx%R9ZmzHX6VsMT#y(o+z`w`r4ASS|vJ!2Z6)q^#)EONud2$GOo;&fDuWfEI2F~d@A1ztbM1xxMa?u zHD3bCIqSeemYxkjWYJ?DI4)AhdZPuPGXkB=VTV;DmPpHT;8J{xw}S6V`#C$9Lf0u3 zV{YsA-^vuNzY9`Nq8Ecddz#RasV;}Cc}_?Kq!aHF0XsOefunb3OlEOK;qCIl)eAM< z`kv;}W6Ak2Qf`e|6STe+ql`kZM&>TqpKhPFZ!`${5=~PkI;RP`oL1lZ5NcOA{9QBXS16 zbUg2L`aa2Kbt(6z&OuQ9ZIzI29##p#@$)zJksMr#;lfJYyzCtI6vq9$gBBm!MwN1z z)-r%%s*#HO4F05ws8%#ee@mMt8lZ8ERm5JGp_N7)#tWX%{Gwy7UGkr6v5RW^j2>l+ zRq(K}3_;x6mKC*A%PbAP=Oy+Qvm9{|7>rXIWc<3Nj^Of5A=L{jW7&lL;YBO6x0^nIuTo$hE^Z>A{cn56H=*;XV}uFqN9=!2-!SYHZKd_ ztrw=Qy?D&-c=Ivm&F=6|@4|9-gk5u>EE{n8B~d1Y^G982D6d__a-Z43vWodQ$&%=^ z;-*EM$#(Kf`6Y_K_&4HL0UzRNN^A~;H(CRd!~mTv_! z14N|n7fHJ0W|vw6X{jBt-M#Ny{y&Mf>PX>vE2|k*lH+?fx(HZRGq zG4$$BU|gna*uRHUSBwxg;Us5;adNiPOR?V#79rc!T+W7Rr?ra4wRQgp+NvY>U5k$x z74-SAB;iB0aunz!}|u$;9 zq#O^7V4qo2g2>YOYP>X0nJ9Wif-5>Ko!e7=*SDG*q-es59R4c@vGV0mC%1**Vp&E3Tx89*7lo2G zU3rJv(>FreqQ(A=@1&mTG6IKqqO(|ki1VkvjNj~@+M6I*ofOAy9a zNlN7eY7K20KQG!5c9i2_dFE2J#nOw26&Eg40!gg-#Zi#5HF?C~4+^{Ye?=`ck?Q|l zLO4HSA@G;kzPISLibU3$FPnC7cx)Tg7<~RGa85G&C^;U&B?SeO{dM%u;2LHIr95DM zh$JigsC>?%-0~4?Z6~Zv~5Z zN&Fk;E2fpbDtF0ooMY4Sz?S@VLXJH>^+bYp!ut5QH?4s3^qT1=XYe9gGD_j1sP^!3 zo}JY@c|da@K4)go{7IrtiColU38*HE$VT1~*y zfX~}Q>aoCQVQ-uNw?i{T2+_J%)}hiMBOWN|MSIEgz-H|4vsZlFEt)w0cft2@YzCFD zAH+8B)yC4I#kcfe5l#4X=W}@4UA|j2gC(t%;lR;O`A+aYh>(B7uP&$EN?kiI|6;E>L?H|C4`!;js2U8)YY+%FeVhuJt ztT&ZYFYUzP#&N?#F92`nb090sJQ@4jw|ytsgda9Di5Cb-irEVz+!U`yJ>fMyi`2@) z<;nAoM)UfnmO7k9hgmTAH&ZIU_HP(}zhu4@RaZ9FrC(`BI< z9~Q;pl@^tVIprQo2}AZ4EVJ@=~JP?@7_R-UFS59Rkb_{-w(AKnTg!OghK~nc3g~7>VY54`|&;gzF7Pi0HAHxt`d>leTne}9`S;d zO_annf1Y@E!yz%*;Bsdo+pB>^H?q#xsf z)31L~O6$6Ig{zn-SDc|CEZvLT+WV8Fhcj81c5)^o6+$)ZwcCB`x&-oI6M%0H-1JoS zVZwQ?0QzBkBV6Eu_Uk$sHk$L#${pro-gbJFZm>TFWA;s!>nQbbaB)^6GjaJw1eq9{ zV@XO@gJO(L=X*7=J6n}ob*C#IuWF_jiFHM;8?d@W95xQcf$}~ed}(K)VMkWp0yeep zF&*qhs&sWTJPlHQ0QJOqodIG^eP$fDqy=FnL+85YJF7wPB^Q%b{li~5KDl0ixPK)D zxNb!|J;p2rn^Hc3zpSr%*ruK{o)-QgfF2e0sCB(On*fe~8`IRA1eZkC;NlGFHC;@f z@a0v1Lj5YS=xe?7?VqbMioeH$c|}U=j)Ko;NR$P4;MQjiDqR-@jT-+AMruX@1nrec z@sC`Cz_)oqNh@r6_1CG~Mevp1S8lQde5$yMUHTYMW$DH=@0&!k#3zDLJy7ss$J!Ky zdQlI9<{i)uKw7AOg0G)2ec4Vd3M!C!O<}rQnKqV1w()i*);KEz)6+l=zzoz1FqiVE z6OZLY^P|dGN4ZxIR1LlrWSRqYd33& zwY);76ndN3uN7-reW3^S(DQFl`Q5$q&flX}(ZQ^VQOT+NEMtj=SF-w|?=Wo&Fw##>+{x6i@8hi( zpPB}4e^X|cf{h)I>7l^D_7MSEZf0(GKBKNOl(dSacl4l(E9aBhK(?snf-1vw1<@sCtb@{ito3~7V{F|5 z1u00FLwz$Q+SY|Lsl4gw59xLU?9G9#>Tv$X#Q7f8#mPm&*r%_;=?zcUe}3KABD`v3 zeeZ%5T+dfNmF?M#yPc#_f=E+;>ZT>k*EZc~2#MO&17^Bgr>n^bByI#iM`v2kHR5Pa z$UquhV}e_z6jpTx=D!)CjXTb%wUB&!ANPzyPe`nB7ta6=*gGiyZ`v=P;S%%HRTh~z zs(a!G*0aP>Y1wL+U|ZQVXtgKrFG|xPg}d@v>C|k{6l;n%7EM%4OCpSyFMD@Sq8R%S zOq>H2-$?O*dGF781?jE$-PJVTbGwCKM0d|iQq)Et-1d4a#y`EQu_+r(rAQX)iA7e< zAePE{_eK-M`|W5XYkCxQ73C3ajF`W{b%yN~7QiMD@HQLG#7~je6uVQ)Z#Uwpa;8am z0M88lvVx~=q~({@5%R}-vkWOuBR=-}Aot$XHK)5#f^`jZ$Rz)$-ur8&PBOe&8dbuW z1|^wPdUB8QMfQ+u3` zMU7l;o09>Iad3u;2|24i4OsySajmVCP%pRiV4Bt+<|! zAJm1$2r9KG(FoKDCYHBsz5uBa;y;a_RhKc$+p)V8azpROf8(1tHjgT%c)M`nDJ0AV zjdA0DE)LCd9-=);%jV?76kOU7B+4#-R2c_|8h-lLJWLbm>9i3|YGCa}S z?70?~G3KOg!V9)M+Ed$GjQfy^T}R2H+YfDmfOP@)F&0%(=rTBoJ@W@f!K&-0jyv65 zV!O|4Q??f^=C4o_8|a*#HQn+)TV%*nW?;PZ(Z4J!gO{0NsSlK&UMYdA35E%tAm+OZ zJP>~R_c&hqj(as|?QfKjeJ(bSqB?DZrqnWoHI2F}ku$XYQj%%Sejq}K`W5E={44}E zrqBJ7uemuR2RHrnG0Hr~K5g#Fv+M#Dcy{l1-7yf39qdSCAqc8Q)la4bU$fZMO+E-n z^pi~+HT+YP?|BUKDQiM$`#qezhM>n6%)?#%xnqRzR>wcQIvR)l4 z_P1vxZ>Dj9+CaZhvHw4@JSz0QhK;s)(&3&wO7<>;TGgA`dEovih5FIve$}l1?dIA{ zz<=KhkS87;zro*h0wl&`{;uStI`?`G$LZS(;gXDA!Oy}xV%#)+-xN*g{Z!6$*M@<1 zcY}S$e1GG7E4A3CFX0IU@1ivZx|h~}{eGz0OwL@8Ca{4~gX82$q#m0iptjh`lrc1_X6RMFtCuE4F;)Hsp zrMBC1b@Mp})s&{BOmkR2HM1kwjlb1G%L_Kc#*NE*6hy_w#r8=+DFB zK3O-LSR~ByWd-q|syC{QFIj*fo{aA2# z!ty=rZ3Y_uxQDb)_}YVpxuvn$-5cwPjwsp~?)KmKFu9fF&qp4J$nnb0*@n~mjyfcL zspU$$jOZ#0T{{-qYUR&5{$KyW*f#r4e;;Ul*y|ho=cja%nj5ggBq(R;SwMKs>;W5)PaS+z&*7r$3 z@m`(4UUdAwsyp*!Gi0l7*_%sc8>7KQbP=*e zHTE0LScYUU%RQvJ!W=Y_LCP|sV;MtZ8SZyF{R{V;d;f#yhtKCZpXc*_Kd*O=4v+sf zdF9S)mp-O~c?r+n#pmL>S0}j$!3temQ*rUl1o}!xHcoj zf~Joxb*Xyl7Ho!n#wC>&X#rN0ys1}@e%alEjbe~Yl;IjSA@yAhSeSz>!XQ~AHxLbJ z#r;kE#9EONz+X_Rf1v3FHCNSK-+B6po-S-O_EEl;M9OcwMTmpo=_#%1&tB5`wVPAj zmPxKID`uUH!c%3Osa`+3ZyyF)vI+}ye$MXEBv$z5DKXeZ&!RJ7yvhPG@gm9C<<_k# zI}>j``TpkKLB26?hE9;f6K^SruXGI45%MU!Z^q3a#NBXTVr_#1vj^`wX`;IqY~F~* z9{iO|%$Q56ZoXcXz_^bK5zCB+&&`y4uUDQR3RB4BMvK;orYOpG|4Q(a&8wwLNN8hUS^JaL7fyLF zw}}v`V?%|~o#GK{rMTMnC*+#noCJ6xX!z{MOYVZF;e9c-f$oqdJzQf+lc}_z7JQzX zsIgAe!ua?CnaGYL2X?mG=7@=+`ANJ}Qb?bmuRvQC>9~(&VWw9 zZUH1#(p$~1pD-rNm4bTc*jm@(fJp4BVef`N?ie`w=g4Pb=x&?!Oc1k$dttU7Afb~- z6k^Jk7RIKcEDnlp=IN#bLx*+44H%852ItqA`g`kg97BNlJ?Jz~FV36)V)U|RC#a^) zEpWv>pmNw*yqybP*238h!PiMH0vGl29On z1&tRlcTue=-K{z~@eE@TgGWqeE@xGLEf^{E@FJ0^y_a)CS0<;`BdKJlZ@2O>G8BW# z$R-_cm*MPXS1cG6gEt`(+vj@OM_9>b()6Q22-6MlHN4K|M2uE{{Uv|w2w;H#mnr$j zmA(sfU@gLzZx8gcwRepHXzH-=)4RGx=u*B^o>ZO^f@Vs%C6N6x9M(%NOGx02I-NxO z+@#S}PVc<+iu4wiE6oX+jeXSKqp;8r6;zyZ9Hn*rt#V1KTVjdc8ycUO;!nM zbgET;>_c+EOdG3?ih--&NVl?-brcZ&*9PFr178#Y?6~*C(7E&N&!@+vCl%oi@e3W( zt7bkSVY-^amJm%Y`o!Kef%nRr>V;j{hGfwn6jb@6{3_~gxk!oOy+dPLF~PsL4duSc z^p#X@kdtNGA9{VZ-sXm*$W9;DTGv5=-R6|@$5W%bQnV5FjBhL_{#}n#$nAKtX&lXy9`S*uL zG(sp3E~w(i?ijgr7sr9WKf-p03Gowu_kP5oxqk@vpV!_S<`ur+&rPs$bc)l4DF04XZk!PeEL I!TK`cAH<0K= 1971 -df <- df[df$tempo >= "1971/01/01", ] +# Filter for years >= 1976 +df <- df[df$tempo >= "1976/01/01", ] -# Create a new data frame with adjusted `ddesemp` and `tpp` columns +# Create a new data frame with adjusted `ddesemp` and `pop` columns ddesemp_mean <- mean(df$ddesemp) ddesemp_sd <- sd(df$ddesemp) -tpp_mean <- mean(df$tpp) -tpp_sd <- sd(df$tpp) +pop_mean <- mean(df$pop) +pop_sd <- sd(df$pop) df_adjusted <- data.frame( tempo = df[, c("tempo")], ddesemp = lapply(df[, c("ddesemp")], function(ddesemp) (ddesemp - ddesemp_mean) / ddesemp_sd), - tpp = lapply(df[, c("tpp")], function(tpp) (tpp - tpp_mean) / tpp_sd) + pop = lapply(df[, c("pop")], function(pop) (pop - pop_mean) / pop_sd) ) # Then plot them and save the output plot <- ggplot(df_adjusted, aes(x = tempo)) + geom_line(aes(y = ddesemp, color = "ddesemp")) + - geom_line(aes(y = tpp, color = "tpp")) + + geom_line(aes(y = pop, color = "pop")) + xlab("Tempo") + ylab("") + scale_color_manual(values = c("red", "blue")) +