From 564625253348e951e7537302d6b6f74a5cfcc43f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jose=20Ni=C3=B1o=20Muriel?= Date: Mon, 4 Nov 2024 17:01:53 -0800 Subject: [PATCH] upload slides and update setup with resources --- episodes/files/webscraping-slides.pptx | Bin 0 -> 131384 bytes learners/setup.md | 22 +- notebooks/ep4.ipynb | 4527 ++++++++++++++++++++++++ 3 files changed, 4546 insertions(+), 3 deletions(-) create mode 100644 episodes/files/webscraping-slides.pptx create mode 100644 notebooks/ep4.ipynb diff --git a/episodes/files/webscraping-slides.pptx b/episodes/files/webscraping-slides.pptx new file mode 100644 index 0000000000000000000000000000000000000000..8bf4152f6594e7e153252050b887522df8bc684a GIT binary patch literal 131384 zcmeFZWpE^0lO>oXm6)l-%*@Qp%*@QpOeJP!W~G>!OH^VkNmXKI#?^cMP0#H1+qSXY zf87&qmJyk8BP`s_{rCyLep5jj^eZX=8~_Ob00;pEcGepQUjP6kWB>pK012WkY;Wgc zYUiS_;^|=OtV`!%YeP`@6@(%m0P;Eh|7`z_Eijb6E(c187ra4oIRam;XRg3V2snA~OZl+8~VQfA5}g4^Q?8Ht=Y znMjK?{-(tFog3$bQz7x^krq$7ylha4D%QF}h7QZ}bO{VpgW?LG5>Nzko9B{A^s>9APpy%rMa|sGQ{2D$B6V6w1DrJ9@ z!d6%(yZMSMh%&sD;H&<~2_#O7@yzSA=A_N*U}wqo}3zm&VZZR*#IKmVB@215Lz!GKN^F{G|-EQTWRFWFsh4 zOOmnI&-*3qOm&=t2Pc9h=N2p=JCDaNr_{t+-so_PgCbu+}EM!hd5h_+M17PF$A)W&Feiur0z#U-oq> zqB$FTk;9y^XMizNC-w%8MCn{lcfoH%L)xJ3$w_|vEfP)pdpp#N+?Ug6k8GcOp84SZq6cXCbV1>LQ&-mJ0Ml53#t`be(D`d!9OwnhJjw8_0 z^YNuQ@ljL>gR{}Ka@4P-J{;q&(w*1vM=-+>hUv)gKr0TJS|d&V8HRlPx&vP5HA2|7%M)HgtwYn`Zp#Kr0R zRu7i#;mlQ!pMNbk|2O*c`C#(+daO-dL1*t z5OFsbFTRszFSuk^qV11kSZWQRf;NSBrz}3X_wx1xQlc#!qGWK)Xe;+|2wB9k8taOf zzEp*ZZ59~TvKLZl%u0Pk#zb~Wg!=)_DXSGB`_Zur9VdFKJ*EP^29d#w@d$2k+brbI zFx>FL>`hVo$lp(LAoqkP>;xubE5RvM2~MtBKWI?66&_gCJ}MN+?2kYXJSt!^vfho3 zL|eY&GdDka`TwI)v{UI^w?2&``U#`|?=Hdg??&lLnE1;jL?1$5gVTLU)=Nr~$5ulG z@~h(g`Uql7kxl}Olbe?XDwZ`u}6{>wUqE z+YD#}&c0=dy(Edfq+xkBWNtdZr!~a4AJM1gdc-_3p+p@#sDGN^KjxVKy?9~!cjNrm ziWg%Y;-;E6DWd4uZ|ChkZ|2@xV|8K25$A1Iu z2|wfipIHLq|I7*hwP5dmb^ZTD{eQr{{}PdJFmhA!KUmU#qCUgFJAZY2r`0D-5`7VP z7nHHL>`q4vYPJ*V`%T4x&mhsLm9PjJgVW`YAIhTVkU+H8HO)Ku?f}>LSUA8Z3a7mq zm~WAIH*5LG(QBJ4=rC;ID3`!OGvt7Qhkt*;Vr(nU^E6qgNMxOEHAOE~pFu$|kxbe0 zBVDR*ZG2lr>?R^sWy@8*@)whV2IKIo6@~bEFb93c`+(feAzU|^GZgCoph-0UPLq0* zIJrJ)Qp-n0e`Bl50IBY=)P8BN*0E{SBcpN^5aBN}^#7F!aQ?ed{%eJV5xlpf;uioQ z5efjn2S9%L3laY9g~7qe)cLb0XXs*SZ};!Yf4+Zz`K-%*Uhv<0>q?!K8(={FyDnAo zFlXBb82mkw?qFzyil1*6Ucb^Tt3BJ@4R_dp#Bo)4wD+`}>-Qv=Wz+s{=ivgdwW4%N zj5b0Jq%hHpq9V6nAMNCfh&C-W(SaV5gbAxwZ)KlA|2^3uYo52kVxyMsx8S!t zI7sh5kX9bLLDpj~U~J^0*X%hlI_yI9!X!HasFIO}A%y~jW`P7uE(Dh4fg}`R>X@nB z&K}LQ?)KHeN1+&!4EW`-lU4Aot>TU}@`UhzHil4`zujiUDRXE98hNS)!&*dkT+ttl zvqmsRTM|S<9S=|s7lZ-LX;m-w+>oS@Ae`#^D98c{Mlgnm5QlJb!qw5Ff;l_UbZ^B4 zA^er9@c%I;sVh<5r#@d>V&DM))Xx!rdFB7pA5YUZ?A8fTM=!|FaB1wwmq)fDwpFIM zH>--%er3x+)xp$6$rnnK|conT<#2Jub%Y~PQyDZGG~H%?0`bd zC#tggPW9g?|1s-BLY{?25_5!y*9cgDTBdJwTXUjeNRg(%(^jAd?(re~$O$i2wStf@{VgbVC zU89r;F87%)_&4Y$a*{aey&yUsO0u<_IFgyAW5ce85_bZ#A5*hoO)Y*LDYP8q!0oLh zk_&S-RXhoAzaEQTweFGfN*6uN~JD&jfCn>dzIj}V(8 zM{S-`U{pax7bdBOE?Y?NqHIp2@F4Q!5pJ~TT=(3z?ZOK_*BKu30cBWPpjMGqsItJX z!g0z85j|BQQUKzsJOycs;_!tWaJPp#$i_jlpt_gr-G;cnG#2`*b7F8M)0g84iI?sJIk-wiKYUw(!0O5JSe_=U=aLTA9@Yg? zCGA2=F?A5J9EC{g0#tLHIIM8@?b#xzX^U7yF+MD*pX59@M=g6}Wx;bd5z{^f=>sNT zU5e*GBWVRR<1-G$1u~@&C^$i(gJ>B21CioO=Rl=s1uRix-ESj4PjG|Ixr|6ZibAtK#BRh?dLJCgE4gZMs6S*_aX}!w5Pg^Bx1|Ce8cD%Vl zmAbPma-h2(f8+m;?yrrmJD0Dz6~d0KKL zw_>;Z{x#Jj!G&(?4=0Ij4!(a!6mb&?3&MPHRYqD^n8bF8U;1R{+Rvnf%_W6thwU8- zSqb${^7i}r#@_e6(Nn58pRelVPiW^>UyN5(ixRxQL^%3on2`jwXi6DR=1UyF!h$MXddsVB1 z7kIYk&e*{yPnLqvqh^DTT%)6#wCK&r9<68r!u6a&kTGJ^5(QSIU12)Su%z+9wWnt! z@Z5}LU;H=RhAS)LJMV|hC707^JUMl@Yz=xB=gcxp7=#!5I0Oq7!k&)g_Wi15%BhUd zH>6!FFkE&{YD%q{x~exOEKOf?j)ps=?4y?1*1Pwa^F!jQRXnYl**>d|-s>vahw&m2 ziKjg*+S1Ol0*+gY%ra)TqY}r0V`RpBoO!y-fr{7RL)WlrhneLX>mn$5`&BRCM(@%( zu{8r$i%#nzyFcw$085&9zi83#R)a1Tk=%{q%}yLrN{Yx6)nnTYVX7qjMnL@wtjSPY zbfjN{Vzy1OPJY0~o$^O6zX`OsVg#@-J7(2aM1*h$KL{2&@;d`NZ{i_;9P4g)vhBiT zZg+ZD#~1Hnm^fMrL45vK2-!;>af5tFX0gGepoDB@n$>-k2nZIo5Edy&90;M#uLIiK zfmc7jz)p!ngI8I0oagTyPM7n~oXOdjKZw~W|-N#jnEJDe2I1 za(=Zq=ldNfD79s6Ac<@r zYnY*;MY}atRogz889D`wrR>&Z149t%bBniy(M6n(bCA_(lVl!Te)_k&lgvL*``IP) zdQiHY&{I)GEw%+f^S9`b<5F})vqdF~-A@>sh8(is`-*W6s&Jo8)Z9$lPp!00a%zap z4p73eCjTLsDj2AXPWaPD{?Qmi_7Soa@7WJIYB)5DfTkBD0%jD-)9vjfD_0tO z#ZSX8YPVp?K00vi&U}3t6KUt2s+}PAf5u0Hd=u9XUkZ&v#46?!Y-OQseOwAj;m#Yk!mnTS!-ZjpR_i_B2~aVu9@j{z&yA`_KBYER9jT1I zgN;`8i8}YGxvQ6>AK{oL3Q{wPWa8n+{sL-;4c#_AMZxY&XSc62sR|Z4u9ec98&Q9K zq4%$Aad@gKO6^_cw?I(30|G)7Zd)4@&N;z?&0#h7bd%jZg*Hi*r%UV(n4ku5`uW8$ zS5C5x-jmFD)cwQ))!Q-m%yRchMwI+Y?4d%=b zYU>T-ofH>^T~U#sDJ4|WHO?@+rZZ}*!UztrD^#LibYzPdJk#_k4k-^8VR`dW>Q!hR zm(J%LY?(wu=I*d}dkxxTew?0+En!~wLd37VNulr*E!G3^1D!u^iHYWoP$SAdrG<0?)gB8No!`owjlD57g*| z=YZb2CF^j0U6$=e%IeY=)TvT!E1k__l+_tiDp#x_iA!5i3 z*;Cg}ZQrAc!#w%}aqhLcgBkB(RI0nxnpR#8|ME-L==M)9X+hrg_t8Di>+z>R?PQpl z;hLcIoP7yCK{(jUw6wGVU#H%oiSHK`^DL$%esR_h>#9f}vKy%mkxbjhG|@(!kx+wt zX6qC7@*-S50TohZG%$xAq3A|m%wFLHZ%{}4d(b#Z9U6I}E_qk|qRy53liNcn6gvb8 zhu5r-O18y`IPoor8%U6t=;K`j`TQQ=D52@Aq$E%k>~ES^%P101*xBSSiOcLb@XE@n zELGnOI90Cm6E4+5YI-MMQSVfeQU@NJ(yDODOX<3H7rZ%i9$9JxWOZHOb||mj=I=51 z2}!f_88+Xb|Dg0!4bFd8q4m@y#8s8eG+GC}AKYFV6-i1)F487KEh#jmE>9+Pku@_U z8j&PCgK2`+3=jgKCIa2s0vvq6&LZM+t%i=mCn|R%iM%q3MCE+&bf+yl#uVg+d^AL4 z>B)e0;}$O7><`t2Hc-AGm8-EgtTAEaO~WI_BrRiI-=^<>p%;-rVeGaIRBICz~GBGxM*T zQc7ubkuv*Dg0F_jiZpE2d;-T@WR%arA=k!tyhJT=o{R)33xN*zW|Uvy5sX9NMN~)9 z>P?nq(Wkj}9{B%};p#OCeI$Pc08$YF0JMK#xPMn5Pt~{Lir5hSfD0dAuFehm48Gev zeEnLPRNK91ChtoY+bAgB$12BmboBlZ`;=hAmZf^XaIdC%g9vWyZPs&f1KZ`@tD7Oj=h-_);XLcstlX1vN%ZwalJ$-RqlOaJ3_o}1Bby!}g6m07la zhIGl$N&{BQZdDiNVvzc!jpBrA?QgYBZRZUBzS^oeCx-hPRXr86UOl~r9z7c95pq^- zphroEED60cSOWWm5X+$5cH&0JE}YGLEg$p|7L)P3Q!Oy2Eh*c&YVDP1SmoE){gr(d zwk4`_-vmpg4_IBg+DCrg(xzJ0Qe7@hFaD%Ym+n|fkC5HS{rJ~Q_vfuSW1lM6CAfw` z3T;0xGdk_kpOY=%5KF{mTvc>!^DfzhIh{f&zv`y=V&h`4h_oiQ$6qr|`xe-EyOlEmlvH++1S_1(v!mG9Yrj}=)_b4Dj%(rwZZLGqI zSmJr+vHtULY(c%AWkC)gCS|Dv zF%dy=Uzeml80)>l?&*10NFMJd+0-m7S-YZ?1v7T>&EaI}6kj8*@xp3=xn`?g_xQV>3L9T()O@eGNbG#+9E#`{4+i7i48P@MI0+iG}d{*Cg1r z-kqZFBFSRu3jEK@$35TP@vRSgb?(>PKVW2ki#f5V7#C?yz-{GRfOchW?K1WHrleia zter=RzW6*n)!+f# zJcwMm-WCESBz7}MH~=O;rgwX{KuBzV)Xx{I&Z}sy69*9pobz>h)M+T~M_ss!%GssI zW73bNy651I;5h=|w6>!q8u5_5rJ-@$Z`FEF#G08*T((QeZtx>74 z+T~!9(-hpp1ZqHys_CGr^w(-|N91dBSSN7zoZM#znUyTwqT|o!0o61o={&k9H7bsi zAXAmW5+_)yOuSo;ji=S1$o{aDJ_Je}48M=Q1bNfol?J(E} zZ{9x>`#No~|4>x1b<{oI-MvZiZ8HD$dQ-b=)B77$gNDNo^<$cSQRCw!<30|(na8Nq z>l$v%>5fKAix+e|h}unr(;oy~br1>sF=lUiKzy$YEP%kin{|@|mM`|Ow(!_-;^=Z> zG7fCXnb!JQkEpFoca2h^9d)0CWpt+7ouIOZK>HO)GmNKG6@5cUO+|5$PGx(?RK{w> zZ8(x}0HIT5I3D#`-oZCXrUJal>S=NjGf}XX)rOKu)cMLq=;M~uhh5# zn}M$^`j(CclTV{JAZldlDl_bHulZ_wNiip#HLhEA7!p2kvGY$twptj+?t?1JGsK+ZxBz6#AM%^81LMCXfSg zyaWN6l#QTZ_4=JG+=8w4K2FLqo^~`s6ByI%Ek>kkITgrvJR?z&l@m^S!yT4Y&qfb0 zXsShBAiwmkJf*1bQNdl;*U-rf5-F_Vm!Nrh!JBbmsOVx46+DcgpJeS?G&2CQnM6~| zh|GI^b2iQS6HmHDHA}jSHJIHr!j87%)CMaNM-9bFMc~BcJ{;A!DBvTDrO{JI*1>_- z&5u{A)njmrU+S!M1$tHF=Vx4c4U(`=wv` zu78J=#GYTD#=co_Sw`Q;gjb($vOE_k5_sm4cFdiAze5I;&t~YH68g>9`0w_4Hi^o5 z)CEbp*qEA*iE~(* zu32=CtMekOdjtqTP`x32c6Yf=vlE$_K%r z4aByFW8Vph!=f>mazP%{B)Tye@wkn2iZe(q#U;U*`?M6^aP>OG)CYefLBSe}N8>WO z4Xs>#T{`1)q6d!?muG)A>Cs$!=7cAk>1Qwz*&IkmG8T)*WHcMvSWHHfp?Dq)m1v26z9`|&}-(LlZQs{g3Yb&n+(Z;o5b1~;=tH_X*Z=ag7as?fq-XzSZ?3V}2QY$RrYgQa zcFG`~rLXu4864kar>T&I=D`-~vc5+jW3VxJnZYEE;XWj@cseK7-Q?_#xM^ZgO~neo zbtgw!Wj#rk-Z)`6l;pN9{`WP}I8mo(W2E`S^i+{eF2YTwi&)-49+-X2cx8vufzgJm zdYfInzr@FqbdLTniA65nlJ77sjl?;6pq`o^qNHBo)v`Kx!&8CCNIx(y1cF9CyqOU( zLEor~O4Bvt^k8@JvIp3{VE4_+3|ops(Lj9RRzNCKkuW1GIVhDY!>Z7QOh}|0?+{ai z>0fz@vKn&JDlQda15xn74jatn#|?2i1WUlxfql6rId(lOUxx~^KLo{$W%UWo6a=WZj2N>q6IXzmHEQ z@E_-w>w>+}kv@z02qFK>5&rHq1`>f@^_xAOGj>6Em)fZ_!NSnK-alQHWi<#a zhctB6%88Gl_=ZTNEJby7@Zi3AC0M*eGR9Vc(H%!-$LgW5Js%zAecT#54@80mHB!3; z$%|tiO#SefoQqCQ=dHk2>aRDIm7X+A(~Ct%1^%ftWn^>Rz)j--ifugI5*{p1nC2!* z=G00lUELEUqo#xI(M(`3>DPFUEn-Pw=!oTZ3(qP4rpZBrsW+VhBNb_?Jjt_Uww|uw zdA)wlF7)|wja2}hMvyw&#yta<)VbJf6K$X4x5|F?V=6J#2&StbYaR*mqxlghiqC0K zam}rCeUru8b##R#Ym?FImplWW3{{&|#Jc(D$!hzUr(ity@gawCSDA(A&HSvrq>atidG<3#ZQfW^H_1!Yde`KZx^9){ zNTB14r||Sa<6E~3>0I+1bCVHv{inG#p?)m0uS3yE6$c%9Ca;@N0E_e1#3;v6`%w=d zb7w_&t!=A#g84S#Zlq-9%3*vn}R2S zmpW!C{;`*VnAYiGJws8&H}IA+&*z0k*L8LyV!IT>ylRXuY>teU*D-9T4@+U2mOEJJ z+UU*XN2ySjDJ*YbA{6yMIY@b?M4X|z+}?Kj1Fsa2YrYgdJ&Se&40h0fB?NY!I?F6R zeYv+KrPk|$zc0M>x$AfaU9^B!Yo*3q_p$b1kP0LIWUdh+peFFiKPoO+FX!RU!oQza zenY)aI<+L739jJ3`;u464OSyVrj@jpB;8yJ?W3*g%FosyZJ61peMD9`RkC2L& zj#}?d@ZT8mSQ&cOfYhA;eMr11K%`Zf@vn#YJ!HDMoQ*+q{^ZCZG_pynXS0wc)ZmXA z0%_cWZBH;KXxMe|>9${i;JEkGd$DI8WTz@sOtmmam6Y@*C|-^!110j}lx1&nla^V= zi>AR(nyl7ydd5M+QCa>*Yc5W|2?o;cXa?chrE$(y)RqY?$bWPO)7lTx2(|!WgejVa zZfyod^aB6%t7x^xMM;ls!yt91p?mOo&&Qxn-lS3n{jB`1C#ffTt>fD1AOV02@aw5u zt6Q{!)Ub(=`Ki3=6$~(#>%90A@SWzRAiG%@&Y9WCT%awvg$JjDxq+KcKM*DnG&D3Z zhJU~kI=VHC0fSY4YSX5i#*s5%Mj&?aCDT9+zpbIgDUgkj4bag?jx#y zi(P~~N2aiaq(cTe$lFYUSvu1IJ0+$J9B;#mOUN1@;yZmlB~rhv;Fk^}6`I=w;5hv=z|FO9$dE`f4+9KR3i#698S8_E*e zBrcK}pdQZR9>r25ozSYlEW3q<3vC5$g%8OZ2!yxV1X!hhPJgTs3(Nkl3eMyY$jq1d zYj%XOfb4QnkQPH=N?Ac!!P}%9%BT6P|4iSr$OES9%WjxN&^_`lp48PAcM|Pqx zgvNm%0rRcLtUx9q=L(Ih@7*P#{BPF%{*QLoR6UQ&Pc8>guf!-;Sf$4I^4feM3dvUu zkLjp*bmP+RgR~%$%^ahsFwP%MLfMPdnaHTiFhSFn8~h#X@$YTF!-9&UplEPC zl@>GQ1`ZMoZDUShzxl=BR{oFCp~GvDq+7IPT5s19 z7f@mO7;C8f5eNlsmQt9_Cua~r)3jHI+$yTnBX%?ro0)|O-|;KV5AcL!$QW1bLBpw3 z?UlMw$t)|Z@M3wC#Dl|o%2egWQkfO_>lsw|N@*^ooBKvRJ+z%U*gU+l48tBf#4xjE zKhw3*7IivhIxc`YAO1>f0i6<_ue3))WzPAPzfFrkr@5VRm#$7V zK*^n3C8z><@dlWIambKm^+iobrwvycfi1+yGj zR1QHn{xt=vQa@Hft-SiO%9rv0<~3tA80yzY$pg350=(0LMoqH&SDdV{NyTyCX`%W#_?}z1$jby;q(uQkn)43f6d1@L-{l4rkiN+nv>Zhb5 zl`N53%+cDU!=;ynjTF(fi>kbr*u+^e#K&6iDx-6`9~R4Qv{euT5NMOW+HdPE`?N1V zq32shPPwIj@U{JZUH1*#i|P&k{W4rRrrGk4lT~2$@J^15~VqYeifU z0C_`9%XBKzNFGQI&Bv{^t!9(K+!mHWOJrna38=@diT7%yJ;3!3w1VB$crygJBLW*u-`QF zaN)lBWMKY*bcJ1Z)?sDk#N9}+yL~(1|2XQrFRt2$Jg@CU@!_Jvu$CX$p`#x|b_Zsr zE;!iE&XAfpNC8KjBkc_qOj%oG=ke(sHRBfEZW$lgqeL^38p-r&C8u@?l2y_JcXbt8 zbosSj(r2}#xG=oHcdlZ(qkPqobxc*DXUXdO(?B z#w>y@%4RPuZyWer+*iFL=KZ2OO!N=3JG^)KI?}ttKiU=Ziz#_x#AiMeo&W483;if} zbH^{}%0Q_$1=UVHCtv-b!30h4UE+u1X1!h^8m+u|uSo{3x8*(-CJtsTW~W$oM?%7? zT>6?|>PqYfb?^GMypvQ&ioZtD@U=Tn6OHql%T!SJcvgv%YaE6{>>gE@1EoJBx#Dq& zq|J(XDQF`^EhE$pGx6jpi8SaIg3*b(DImW6163v9+_2eixcPp-@`)1jRdBJHx}zbH(|!;R<^TQ; z?R=cD_UOqabd%T+leK!%nszZA80V7Gh(*a%X(hw7#fZFhyE6ofyMEWx_wil(D3#k68%pwv z83Bq^R#wn&&j$h;FIZUJI5YN(OwM!^pawB`D}GzfPxP0Q2_%alRZLoOKO4|tM1 z+@H?E)N4kp92st>aF(gx@v~zoJmh3Tfr9F*%@+e%CuG!BQro~yD~tzPlllO`g$<=7 zUyOZBP%;{@WOeqPM@oSLKHE7Wtv8 z{2}G4c+6H@#?eztb3Q{_dSFdD?gd}Xjf;7Vqplv$M@>MZsk6O$TXg&*#a!u=_?)Es zA$D9>t5zwu4F!S=^lB_}o-|jsMJkQG5}6-j4Kg706(gJt!ZT{#>S~gAYTb7nsD=L! za`0Sntt#u_(#i9k6kE6Z%}mtQw4NZzj;{m=4X)WSps`9w5#z&bK%Gl zw^gC-7ARlWN`n-MBTiZ zsB=)FncNJR?X$X%b^kMaUS>0Wdh^dgz&z}B#KTubR?WX8F0}gV&wm{TRBuN)k4`M5 zb#$d~n`$Gu2%D7;tBV^O^qpyds+VErn8lJ#;lSv+DweNSu6mJ}>}_=~nJj(^Z`h>O z(cXGNntf>Krcl2S#q-Im#zT5!KXF*~G#yvxYhZ(PRnkO3(uAp^8|1t30*F44V!wAd z8t9Tc`+Lz+tSp0npJ-&sbN_b~2DYp^b1=UrsfsyzjAo9Wi`Q%wMvg9gqApoE8G9Dm zBzw7?9b#`i!QuDBsrs&jSpXkP0Jko-WtUUeF*#Pp?gD8U9p@c)EwLA^H;c9Xo0gh6 zdXBD(+pKH8S*6)Ap?(27Y%Sbo0eYM8X{jLCFWIVw_Zi=!g0cd4gTuh=@2t;A2mQ)e zeCe`C1uk#syS+y3GC#IGZB9yFw@^fQeM`Y|F-6W-QFc+ekzB}k9AhnE>SI$y&JmgB zqK*a+6eNVPnTrZFk>5Hi^~swoZ}G6YJDTQ8HVPO+PdEpfb<_kRAo8$GuuM9LmeJa4 z$K0u|4?;(h?kpTf-(BZt5Oimo*0Gzqb#_infBs40fdKI`BRCw69XU;U*Pzu;>zx}e zrxUxQzd2IR&8*CD2_6Dyol6#~q}GQ!QH|X&qbJeVnYG zqsp`F;neB84KFkM?5Bo}lN`T?=dW!r^^m$M1bVY7uUVb=Y($Xd)^qQ>PlFEsLYqMVZthR0|nCi_<9wTpNLEjRq-Zu@^Uh*hDK7X^0 z+CGIYVA(o<9!C6wUSIY}{URW5%}DMJJxrITPv|5|mGP<~YuWvK2BA36UN6;E_yJDA z)-3g{B(T`fjTvccgWhr%+`nx)DlGRiqb@_*Pvj6nPUOLlUR%zCT?P;? z8dvZaNLe-V3&<&I%%{V$82&rEB<()%tOx8Fu#5l<4h{hUL>C-n1HlF zB{?FNb6Hq)<18b~amYa@TBZi$hBz23{D{yv+|fGgDFp8I0Ul@Em;v~Z(5keRa5`#~3(#FcVMJJ!#&{je(yKocUy($9{roK+f7y=N zr73i3$nfAIpBvstAU^uWg3+z8KO_)0$)Zb~^ObB8PawxQJQqnOafSViBS`6kx>Rt? zM{t(|-Ywn5OKdc`G^%-C6gxw<9eKa5Cc%vcihJdJ(q`mp>hYzMub6@ejpa3#Bd) z?9WxECjI|R%>Q0M{J#+MzDj`)7xGN(aN!Fsm_(vR7?MuGQ_)#{Fj>V^tVoiuTT;za z=UcdE1K-5lKcb1Qk|x@YyBmTaQ8@4iPSX!LFyV7P4{v8YjkU_EQ<1MO0(!p#Q}!hp zbNAB9g7v3~Ng&izN1r&RBYAjneI%;-ALu_`%Pz)~sIavi-1TyX%7QI*)5r%6Q)K2n zb-F3WS;DQ8gr;_|OQCYKr zd%{)oWV5WFHhUnr!Nv^J+Sh5l$@ z$$0N7v15X3UBJ7?g;nQTY_x)C<-{$^n|`XER+5J8aO|o*_7hRJa^rerjV!khM-oTE zA&m8neU0y=D3l3XhyWQMvVXQCl0!~mQ+js{{6@sa!jeZ?Ssp3*Mnt)vQ|Ubv-~@Sb zSt$NQegA6)9u$8T$!w-`FoFCHDG>>-a0Y4M>W6&}z+m#toH@#neamjUo2c^IHK7Yw z-39n8jkb7cFIc2h@K02z`cnvsHK!`71G`snXi9z+U0G`|a{ zv6Yj0E5i%}5jCkV)ypi>p9Wv@C_OI8JW1ov?)8N8QBjxlEm4BeG)%SPQt^sClerVf zWDB3@3GZHVKheAI@J}P_dyt;t=T>@C77KyI!CpCFagPIY>1#p4EEvWQ-G|eI4^(j;D7{k$;(khscs2 zTn(>|)|Te_Y{*f?=pXcWZB43r*K~1*N@H07Zd=tol^z<$Z&B9;$?TKXI${ej(GBLZ z?iZo`xQ?opRJBuPM5nmXx+Dkp7AxJY+?MHUgQ}aOGYcp`D=RxBff21D8WpaNuJ?|N zQibBH8P!o$m zL~NyXJ{{)C*Wlh%)AOxQ)!35qZdns7+D*y$@Xal%K9|4)>PqZPC#hSbCsv+RD3}0kmubN50yT!6{KC2r2p#c?m6r4&hJ$&xKcHBEkc%0Z7%Go&mDQf zbE#fc99+F;EWY=Sj^$Sk98VQvcbUn4N}F?bFAXZ$i$L|C*e(_#H0afA^#yeF-^MP* zsGZ-7!_1#pR2#*Hy&S7>Ro|}dHQ&zk#rPo(K76n@HD8{MgiAx#n)Cxb$Kq=&d4J}b zRmY)Un7*B@Da`x4vZ>Xxf$K}xnGdH(DN$35RNSedy&-QI8N7{`8J;0E-dkb>)bDuT z6Ng!i{Uy&jW0@ny!fKzgWG=9@KiqyWv1BYuKfUdlQL-fKWteic*NDXM+sz`t`d73g z^UvWa9`ugP{F%DNy1R^c)n0Ggf4dJ34>jY_dck}vWxZcO0IBMdeqM}Ao-)H@G@*4@ z)D@jS!G#jmfs@676JL(%x7WBD8$6&ZRknE7#B{67u%YiUX7CmJ@wbyBXjI>$|s*q+XoFq#sD7+fI1l) zlgFY5t2~R$n5B>$ic=Fw&XMF~hLPa2GFqCI z;6JiaGQI86aW42T2@b;ib-E@mE8;wmHYAn|LUt6y+(XgpL!G01_wMdM|B~?>?4^^R zPHXu_Smr3a+1i(Ax_d1nBeC~`w%GlxFOM$kdo1KJ?*A8g-y9rCpzgb|Hnwfsww-Kj zO>8F{Y;1dD+qP|MV;dX4?4EnyJ-6O@Rrl|Es;j1EdZxQ-zMkp+ef|BgJQ)M_kQR0? zP2c3h;d{G^g+8*NO>M2l`qBmxH>k!~GfT5D;QBLV{aWbd{2OgLS~;k0 z#TZ=YIJvp-7~)EPsRT?toM}Q(FR8KE*{g*1`vT4UH%T>>w?qS1i^n6E8b@a@cp&b} zo_9J~fH{XWtxGhYqt$(p(mvbH49dRSky z1)GO9os&3@-15)ec%hw)x5$x$kgRBx9cGJ2hO=JN*+WZoVR(vv?NHg*5dWqAY?nDu zZ+1!9hfDdHL1FWO0&gIF}jNAtvs@^{bX-%Do znMhaEUQkO+(ZKz(sk{>OMci&(X$7&j2X`sHWYgqAS(aq(YA%xItjEqIgrR7yUEMw# zeo2)^EjJEFK(`o~dYmo{dyG%XnmZ8YXF$gwF&dGLC&mavSd5)m&gbA2U9h>R5gjR1 zi<8w)a*C{Z*-66bVOcX(G{2T;R5hU-<+A$W=MPBdmU_XwNEfgsolWds+{Jg`vw0!c zis%i4$GY}V)*THrq5SM!Bgh;=w#7~N*kPZ=s7nLOChTM0vomGvV-w(-0SQal$GsKY zBXg&6ajuJ+Rmp7eKt}PLL;a%-D8iIvHi!0Z^ps~h&}Th{S-zrr>8yH8w)=PIsxJUq|J)%gA;BzsC_J!Xdus@LA&j_jSj5I0 z-<{BDgBLQvXy_bBAna`yHh+8Zode9xSuqX<0Z4bQk70(Cga!nF8S)qcK%AIcsCZ*= zYoq?{Mgn!56K9A?PSe7(cUcd7i z59Hvab!Y6MjqRSFJDrC2s}K7O>Cp4lMq$jmC}=&7(h+YrUjJ#9K*Ddr$ZCDO&BtFa z7cxzyFCt6lH`e>8pF(#MuQ8xpSK;>OL*}lxmxRw;@GVYBa zMP9Z@CBket#!{AR^(Z+rf+_sRPh?#;E zcNw;lWN5Z+zhpk{E104?$S9{Jlaj$9I^LZ<#Eo3%_Fg31Yo*T~I)TZD>_vF~UZ47c z;N{5{Hy*q^{s?@*+!IPJ18nWpgKwX@tjj$2D#3{(;?In26s?WVE26|@A>F!|yJH+`1S<bJDeBxQ;hCO@P^FrFzNh?E2h;?7R{GBT#I@i&pUmKJGqU= zD?g%=dz0FuEj_e~*!pYO24Y>^8!HRpOFugTb3+_=Voahl2$g4{K)E|ny>&K?dZ@H0 z+Hl=7v#TS}))uGAS<^*c>$JS6*Un35ED8LlK=F`hZ3y?6*xX@Loc5eMU^Ku@a-eM- zKJ+88uf}?QDUGRn#Zxr*JA3aJ2YYp<^}?J!Q>(W_|2?yn=3j1woBjJ!OOYwrbzG`~ z$|``dSv4KC8OPw4_s^dB|D{Sv?WkRj!hZSEQu(jD>A$8#XF3};yUnPb^wX{iI@#EXfqa7D}7>Z>@%MaP#9 zKV5GlSAlPJz2E-qq>e7Nvg)35cTT{8FLc(ygAG>Y+P}^BP)*dpj#E? zw}_5e$7y)S25&m3roaws6ZAR|_ch$9=FcD1i+WQc{q#VH5~;pk z^7yQv#^ zdn7gv3k~J zVCqq?#-Z5X=<(-W!p@rJ+4TLs`_0|=a)L}fTI+e;>688#D{Ec@wmqqM_8 zr zqvtkf-56_Ii%LR-@*zcppSliUET__(2swL+-^UJUuURInHu8+suCJMXCty%)Tq|x8 zhI~M1E7&72R$Q=kV`Mk}8kN>}KpzWjq7?HU`eDmuF{Q z0kt?5(C@Y&;4D`Yn8L5%rd-ME<6Z>70bD$j#?AS|ouMAE5v1WydNl!3&u?tueCP zJ4TMj(w5Ef)Uu39&qM;+DJvv?pTzVDBV**c+o~%545{4${CSN0aAaWRu(2S+YeOcC zoZOv&ue3#qJgF(!P8#@=_|rN(*P5}RqHk)(-b4;`9)?9!;e zTpY?Bp-k<{j}+Jlrjc-HDw?%0THvZ1c&#X}A8mD9nS&!We!KqRW(YL38zK6^sooDTi~I#D)k>0#THZ{Bk^-i#0f)+gGv84xPc{Oea` zWl1=v9u}3)AQXg;rtgpLHm1&Hdn1|HJQlc~&WB=}4aBVRmLgjMwW38GLPfgu`B#ud^lNgpJOmbYH0i)b$TB!U99a(xlJ@ zs)A_Yi_7K#>U@FrLYEx46e=-T6r-p}l5R38v3wyVu{K{Cnt76?KCYV@%k3Y#+3}7Y zqorz5+AQ8U&?zM;lYd@<#zjIbdn;s0b>3zTc{S zUh9hR`8xICjjo_r)jig}Kfsmn;Qu5eiXGf;GCb3$ zL7-&sH5`vrR&>(xlJ0HIl&@&;EN`IC14`Nl=W_=x(bQyqb^fZt0;%a zE)`esB1n$8^E8}Q??P|!u%$9VN^zb~I%V#<{?M>;OBTC=LFSBL2W4Uwr z6hhAx!*ukwI3_2ZMHGRf8$Q9@OkvQ$@VR4d#!0;M`pxg6OI^_<|C&KQQXxlF5$`id z3qi8VOu0Vjj`5Q#biEYrfvs4!k_qQr+EVq#`@}45mUk!9a=|WbgDP>+ktDXW(2&>L zIsq~PGU9t&L`#TInj-JD({49Bqxq#D&N?B{3-uIbAO@Xso-UVrqzDn{;Qn$hET%v2 zj2f8eeG38Pj3=A`zeZcT#ba7uAOAn z8;?6%G??@grCrB6ERS+}-7A#1ljX zB~m1TsTu4skml<8Vn>MR$zu2Q{a?j1jC^12p4oHPJ@h-g=!>9H=Sb2e9BjJP>m$?A zEXh~l*>OR)GIriT$jrUrO!%&?oZk4sOh>olJ~%0Z@+Fs#7XCP_4E{}Fx!c4 z97uRRVz1nsKeZtnY3IW%==y+DGdk!lcv;Q+JLZ)R5LKY>Jm`+PeA5ZLDHmPD)@X;J z3*>U@KpeC)-kyS8YsZ7o?J#h<2OVOyTi!U5 z%%kE8oaVtpT_o8ifAc+{KjEZF`5f+f^akE*R->2xtGX<5wd~k0w&)_RgbH$ogWAi+ zfEPGN%QfmjIkN7Y{l1E|&dXo>$N=N3pt0b?x^{$gu353cmwDnw8Y{6*%bp{;e$Ga5nI(7-zzR@6_A}-Nfg4{kXH+lWkze?E+wzi)LR-&J zfrz{=mO^m6lf`TR(oZ@*9|`Dw8#95;EUciA2=ng*=Y%yA`cBnQ5gYx?i%=yQ1qBeqF8>MT?)~)F?>tZL$*$^FZb~r_#+_bn31?W>M3mmmP+`YJ(w7*`q zM0x9gKNfTMR)R6&gzjf0A*cHci=|Z9wb7}nP#mCt{D-FNSp5)#sotl+}beV6aW0k zCfqG&7^F#k4dZexLfwLywHjNHyTp$wz(9z?m>Sy=>1>O&i(rvso7`bLEZ@q;Qui1> z;-1*}ogwyJ3`fi)p<5{LU@r%Bb#T_LBN?3oPdLjl&R|ry_9eUYVZHR?@%r3ci$@k_ zF2zaJ__4}B%Qm1gGq*&^lFt9TBKI9Ivj7L%bx2DgzOvyUs8RvL)$4Rxj*im1TR{p)z=C#Q zX=y@Zu|+F@=n!t|?bGz_|84$$aMnz>esUZ|6aIDc_t%s4&nR_w@c(igEt)?$jv`ti zEG?H1;ZnLOlMXY_PG z-d*(?$aNY7>|8f8w?~Tg%Xu-Q+u8}J*E;~3N_`C`!s;nKlpQ$q6rDk8>I=(kvcB!T zCcH|Ib3^M}G|47%a_L?jM6B_V3Q7jx#Ft^U=g*6)L-mVFvx3Y!7h1v|u*_p-3;y_R z5B^BK()SD4tCOpaRCK;%m{EMdj~Z zpPn!V9rd01WI0ByGbD_SdTFJjZ(YVtggZswHDBuU93@Oi!P&TS3G!!#$Ekuo5wk|s zMcor?&N(nWGmf1tOEWJGXB#)0o?+Rah>4kU8vr0Q47uOsUv0+tM<@|B-%SJ1#yxBbDf74g2_5agTWIA}ug}Vi}l{YheBMLD1r- z1nW+D$x9jdHlZ%t&MvZ)#ro6+w*ZR~wx+sjO-vX$5^e3b{DS7x-yD^Y(M|!aMN5rR zo!+d`ewaD_i-PJ}a-jy(QxDO8_6DBuD|ApXLlIs{B)%zeJq6`jT58Ap^UfOcHnGm3 zl`IsK!tDH4yYV6l^3fr}G#uMDyhpLFtvdtT=Oz+}Rz3fxOmu+HKhqp705Z(~M04cp zc@42V4qAINmflQF;LID z%y50_Q{aK6=sK2q7Qg_HF>Nq24NvSO%g9g|bi^REz|ML^S*wk1I@k||a#Za?C#Owc z{VQL$Dy|U8C!tmfB?oPZlZ6*^KjMKLDsQ%lwG6GU&SUYQW8gOmz0G@&McG}qz>h7~ zI^ZVbpIrIn_4g>{@rft78EY|_xn8Oo>)F&YQ*7}Rr(iKQOic5fm2`w2YTfF!?cKL4 z5TqmIQ+xT4d}T(@a^r~*6`Gm7q;M=>o}XGLHTcWIxG9)xI4jJqv1O4W`cwee93kJkXcow}f z{Q{8i977$qh5gGMUR2W)cTJ&l|@|&Yy3YN58VeNiB)3u{+WTu+Pky9!r|*$&Zo+fCu+*~eC=7A4=qaV znz~;te>|=pycg)$j`qC*B94#sC*d`l%VC714GiBMq@%(*-jxSBU;B<9M+Ua0=Cm$5 z`PO2r#~#k!VaMq)nW&aaJ+f-}bUKpH#<+z^?{{#N$1{6Aq-*L-W&iLT1*bXx@Ep_q z?rr&4E%g{Ie+B~;V)iRvLJ9xjCw?*%(Q1*}r~mO3xHjx^0+(J(@8rfXNZnd=nl&{K zO%E^9AE?O)RvXvUDTOnM!I8#kK{Cg*%=9!iCeim%GhX#`xyK+XD@e8t*6l<^d&WXS z6Pm$~7Hb*wm|JHv+s0j+txx zl?|P-F^U;NuYcLRF$?>3ggS?-)qMQqDz`6Oci`yAA?Aoll(l8EQomEc*)j5WB$%K$ zidEEpWCZwC4$%7Xy2Nhct}6e`G-Z(-r}JpZmObu_2-6IFmOZ;`r;A6{i8>{1-Y~FLKYn?u9t`LvX_%NJ&WC+^f-#)}Zu{*NSWVA;^fh56s2^ zyoAHLMe2c_W?;qO6HskrBJY%Xb8%@)*RI6w3r_9hSEL_raX9Lz8jzGqK$?~hw_Wcb z3$sU6)9hbG0OqjQyxUy@u&R11O0yeA>h)`pnYM@rbk9K6-EiyY2m~Jb?2hanC_wW= z-o!Xmw?2c~vo3`aw?XKaH-ohvJMB3Wt)fX8hhw{8=z~D!i;TH*CAQ6#Ke0ZIM8!_} zvyM%(Oa@noTXInduf}UO^L(-ia@agZ-vJokYS+K7=;^PRD0OlfT8%m0xLJ_g9&cC`xj^vcsEDd^QT?w2g19HHnCr5 z#W8>ROMN^){X=~$XFH2nTlx>`qabo8wy6b<=Fe>y*9h)AW6yD}dP$5QQ56{~wyHy4 zwfPweM6H%?GWbd^umS&dNz1m+0eFEKsoKJkY%pZ#aVmz532=yuXVCXnR0;+pMa=^3+Rb#-WGl&pYaOi!e9i%e}_ zv$I!?w&uKG6*uxqyO$7@q-^L9vO~&XwTKf`-sa}SD^3=#mfMgIUz5hHTiX#kMc4UE ziypE&U*;m~wo4oO#;nd~`vqlX*Qc>B4SVKj!_h27>ulG$pX3Lf%E}VU)Qw*S%sHhM zsGX4?6SuU_Kqh%0twbs~4{d8+?t^~Kh=hHnM$=1|va-3!_KOOBH&EbpLNwP%JlFHI zqc-~mx*Zpg)1-jc{)pCi2}TzEvaThtiTfM>8qKl$X|R1(6sD^OCK<-WxBWM{$mxD* zZ#-f*HY`+W{v}6hDOxBRT^Wi4WmcnrE<6->G-&$5y?EvzaY)A&F^~WJ)Hz~fSsE{% zA4op=?wep@z=@4Yq%H-rQMMMi1k0?2zR)F*v8>AxW)DlK_gob5H*c@W;uFnSWRbR# zNwRXyMzfYixH7JCK9}>~du9}G$o{5KrxM?kZw^gqeMjf$k!)!ZFT>Zop)0BAC=eYl zM~J0H!TRm@)+8~oYxYfpJh8wAS#EiWZ*i7nckI$QC|!Xn_Agq$6nkaBn5SC`treDI zJ^~ls00V3{rf;;j)v|lD^PgSnGfwINgekf+w)QV?i3(^=gOIW!s$*~AC>vo{E&o5> zWIei2KG@eUUp$ijHQ4`aw|=Ix_6hbe|4e#PN(F4OD&6=vX26MPZGbsKYaBH1s4x_X z<8?k+lf+t^1Ol76?B~{hz`k#ga9FKzRmMWA8dJ3aTrj`cd*35|Py(x-SBvh!QP4CO zb@)uTTLC-*Wt>A6>QY|Mqk7E&yuySXX%*=Mwd;q=P$2Gj3ikUN?xSgxw&tEeH zCgoh%aHk}s(%M~A)JokAqLRsfus+@-W#O_4aS(qIpGU>^l%!&Lz7y~ zIDggvg*YSdj3o=Tg>&--!aUW4d4`B)&+vjJ0u82#!`E->>In#&R5qK_08Jew`=_;Z z>9AVPBg^m5?Vt@`gKqpukc$Q)&A(o5_-wFUuXqS1ze3jL+?#(H?b`JXZjUa;O?nrr%Wz2uu;dULOrB1;uO3PxUpBPOUgr?5DUQHUH+OWX=TY+ z&!PoyO`EaohnAki&)C7iMEgkY)ATEgGy#&k zYI~WYqJK`a4tAR}N+jb`jTB;AnSgl2sl+TRx~Nf}Nhok5+}IQDPh)WLnb4`5G}#p$ zxqiuk4@fo&45Fd+dx;!xe%x$#v6aE`vwL;*E$#38v#Pyn2?Vf_n0YH!0}>MjR>u3~ zA&SB2E5Q{T_>G-gnjf^1-MdvlK#MS<-z_jJvE8E%`VI0|dfaj&jh1GK)Lr`|9%<)X zvc7-mZ>T>o-5L~1@W&cXnZ02nb<^dCj6ehP-pyM%XWz$}4^=Nm0ol5B5r*fPvwdBj z_tshJu%2@L8X{G=258OGa6F)!b zF4`i>%3(fdmiowwA^l8_cy#QQXE>@=_Ld&l*8aO(WFqQ=7=AGj*{t1HEF^O{I%za@ zH#Tp2%9g8g#IWsfqWsIiavodM8x%VGY@lg+ba7 z1R5=68Mad28ATK1Ak42Z?^#+Yckjlq8!|Qrcv8FB=^YZF9&GU=#R;{!N8DuaLnZKv z6)HLyGXDc$@@;s;$vVsl@Zw%k4dGy$lbVZey?3Kiv=10{=A?W^T~khRekT&jLRJGE zmcWu6ai?hT;$x8gE->kZ%O5h?%dUYptwAsp#+0{KlZ0L342?-1dbB3mbid*5xc zJg~hRHnfe-DJC?0ferSu_I!2FG$-@pcRkS|lUmw4T?tF}Wg_h&kFh1BoYJtJG&?KS zeBiT!Y@h#%n(*M{C-=qwh?@AI%(`ArKfylp>lWK5*e97Shn>Y)f|dF453v8&(H6<# z0o)=B_jjvMn$RlZC)g*AJ-7q>r=pwq57;M~*dUmQA-w?y6dt#=3;&U9tN#J}LKCNg z6H1?wZEmJduun4oiZ{<;_DAnM6o@sH9H==RkXH0*Z|h=QZ12T-zWEpIgS6xAJ%0+i zf$#Xxw$p#5tp_XRm3Jtt^3Zu>NYkDN$J7T`M(33^)Zg8CFYUP<%XQMiysLd`nrzo? zKEf$8>cZdug8hTUKVbj9TzK$zJNa!M+GJS5v`osUrU}q&SoINCH}&E4uH$qcJvOq~ zRwX}JYmpMQ(&_iaN|TpBdwclnes{rhg0E|cit->i#Sri7yIxpk5_KBFrxeql&SIr= z=M=+o%ZsYYyGQqh2QT|nm&1k6UvWUqf#EnJJE>H!m`xCpY2Gcwc)+xQuI_E#i|jbbmAj)Mk+CD6VM0D zDhW*?TPa9RLL&z%o5K`e@UgoaO8;SMiwvvkP#UM4m~n!;1l5tmo7&LiL0eWEK1xT` zR?MZ~UV1Zc)G0)dseRfZEN>sVY#pl9oPMBjUHL8}C@*+9JPpE!NWDNjnODT(#ga)R zWbp`l^RrsJ(D<6C)tT(|koX%e?;NoFBk;>B@$XMr)4W-qfxiVc%iPT%Y$V9aa`0e*`h$V(ImYPWm)tLOYrRo#(O(Ipg%1ZwGxlBifa%HKus`p&v zjoN<2sMf;Lcl_9ejZ9t_j*Ze$ev@^M@5wq9krqL>71qJR8w=Jg*VW5jzXQ_q&mx)S z*UUBmj~db4u7qegV>rvwV;R1K^IkdJl|S2hNFp)>9EEu2&nO&Nwjw4Q^mm3PMVhRJ zF!&9I?$5m!x28{eDi%Jk7+_RN8T1_7mcyuV%{j{}p5D#2V>hNlm@PHo9Ed9hUBOPv z$bl2#W0;cHvT918UCpJC-?P87sL&zMA&daU>W_o2GW#d(^Jp0xN2#$EBO45wvuQCZ zbqVcOMlz6kCFhoZ=`Am29yT)(h4z8yTXKG>vJQ`$z&-6p^lDT?q4mop3x4Ez-Kd?FF6L;J3YFT7w-4Xk9E^ha^{e*E=l6pXMi z-+Sv?Ejc<5M|t}M6rm7)H=d`m6|=VNigsLT1d+4DOF!Y6czxx)lIg@|D7xaAvKN`$ zL5YWtV6wu*dPwmqm#Efy=_G{$dEEompr7wgLKQ)#&|zghAZz@p4g*3xEi`nmvldOB zW6P7nvRq@!UvpV!HAPiusi{^MwEk@oQf96?bC66QX9$3vdM<%lv4X8chiDrCj-o>6 z6lwci^0+8&Pq@Imjq+zRZL8{C7|t5TeqDwym9ZT+sQdB$LFZg2;Lvqo7oksCo)T2sHZu_R7QAcei(W3FvT>C~=VQ>?hpC`JL#-H$o^_ z9Ao4I+Vf1+lRv;{_||!Q61{{^g`s|+>#R9fgrehKb0)5a{42;( z#H#`fEcfEsZTH+@&8c~f(TWSo^X_ok)v_|?gUy-WWS^nD>L!wAqDGI~?-`Tdh|t%B ztgD@uY%B8Bi+F7a%oB%1y?b}q+TO0jEMSg|Lc}ww*UgJDHWJN8c3U6+(s1+CFNk(@+cTU-$+y{td4hSDW~B(?aN^uf7yGs+7p}p}};9mTqhXi(@laI@5?f3JD=W zB01-vg+Ajx!@h_=i^({+U(sQDI4k+-|V`_N!ZzP&Ry!00i&>C7x0wqhh~VJ+(`fJY>zQYogziZXf5;+3|@ zUXTRG$mM6g6Ws90Y2{4b9=kt+HEbKazuqmiK@$IYC1@_}{FtEdg0Ke86x}!WTh6nH zU%YER?5PW0U5FicK-jDFI27-B@Ar2&E7U5{@%ILeHvC;XT1}_w?H!cgT~So>u;M+T z%-DKba!QFQ?5*(7m1Hrk!E`vb#*hxLTO-zyXxMLVhbNX450W@!mfY0PIAnZ|HUycf zz!+8Ef9EF=xc4Z?TlSEw71yQRC!I(#3dkX7bR5xiy^LAmR)wz*Q1b^K)eY+uK8?ys zYbTs)#Esu<2h)Dpj$KmwiMe$9vv&gdxKUY4#%q0Dz<2= z%`%uXss;x5S$Cia(eh(PM(tLv)bf5A@wVqaT2lB6qE0~-9_D)05*(md0U~YT37~paw8{p+5u{R& z;3{O-qKBK$e14nSnhe^Ma`Dc;)}KYn4k@cKgJEKaWx$9!)GNY_gU^CO0f}${qSqrI zRszX^(ZAS5VPwYHp~j;wrDE^B4eFQOY$iA)Ymgl1$a@+<>p(D8G`q1Onwfp{tyib= zZ5Wmq-!%LS#ILFPTy$UTp^ZIOGBb^{mmC8oxp)@oIb|~Y9S9AyNSPfH3I93YpbzQ2 zvBn@g5ioV5@9O?5^iK|D-z3j5^X8`N`JQ0sF@L`+BC{OUMzPJw#_n7+9)Yf^;&#K> zMKHr$_RI1kfzLIvPxqir?lN{7qT6ZMy|H4Rg(@30cDOQZjrJq#zyrVQ=wMx&9#u( zT>kqolM(?`Sp>y2?9`H_6;GSRW%-f*U!G8|5ew3`KC{mlLjOM}lz%vpXX-_-H6wO! z!Q63IQz_J&qe$11jCnS3E^Bf_RZF6o;fL{|*2`!KktmW{c(MnBTyWpzTzVftw8_sB zQa*J#jtofd21@8lqEJqJ_3g{)Z#Z1Lya>mkh1$iWt)hLbF(OnVb4p9RwLA^Jo{pmF z2cs+EC?aiX#Di?=^t^f5^48M1_6o~(9;v!&NQ73@Y0%`6l=OQt(u_r#oS>kt{w~aB zD~qYyqZ;16&ndS|Wv8a;?D;@Rmrr`zH+TB_(gG=H2t#vN2kxjZIBO4m)JR>r5Ot{l9tbYB0E zHkGd9<;-vNWBt=v<$V=+mw$LFiH7(Qn6#B)C4ua?jMzEe$u8fetVPiBv`~qfc0GqH zQ!LY-%)wu%ENM3>Tr3xCtg-?>Shx!RYfvX|An%&%bLR&BZynF0hCII|%t2l5SII_~ zzOq0>ll?xw3-c_4Lh>pS0_niRh(3mP6=n~8@8udt<3w4Qn7Bu z-C{zk#g#?!rJ0e5meBp)KjrZEWXY;kfBdF8G$g@u$c3YN%IVjiM&wMY6qkAlj{Q-H ziJWeOCZ83lx9-nhD@ueGk*(+Rj*hj3N9!xIygmD zUS=CEsL!5@t2Pc-s{M7sH1J5KWw_u}iPkUDqtY@qRbzX}V2vzGjIm6AHDw`F=4Ocv zO-qNb=9qljL6j!8H1&oUuSJ31402xGpk2AICtoWnES1qYlfC*2vM{&o;_n6I))T*y3wabUK`&PR#GOSYf}2# zj`4X`I3*I6m&5-`0EHFk(n<(5uOBT4(;VKTLo^Tl#iY}nk9pWceK%5GLe*S(;&GbB zjq1U?Kendo3RpZO59e6w%fC|qhG?aeLsHP@?p3Q8F}yRSEubzaAF3KLl#tFDoWhjr z#y89`Lr&5t?j_w<*mj$ohT2wszs+oX4XjI*m?fmE)t-e1lMKToH{@mLt;i8U)zgwl z_Pg#1&f2j}kkemY3LK$~Qc*Y-y0xN;<G{6LH>B%}UYdE2L zH}e3iLT+pEzLZ<``Z@C?E29dne2{g{NiQ|TA;xabH2CcYyxVR_AH4mtHpaz zebiPYj&K^`c|^WsJ7CtoqD5y7hWNi$^uk)$@QQ9`AGj-0zb_X;blY>i>0SZlVwtf{0y6HEG7`5-?A3P52Q}!sH5T+{bSj&C zDx=YfwN*F;shI>(v-BeT{MM3ymI5)6P3cI-wZq!dBy+CSc0Z|qE{C2rvW z>Hv}I7x!JB6ylm(iXV$KQ=?0-v4T_CuBLYaawNs>1MUwoK~tv6 zA{bg9e^`}t%uFvVjj-T1TM!{0Z=rZs8FEWqPhU7y$$)(p0Hi6Z42v}pM^1!EpV}7R zKjTM6W+@B7aaUFT$!XIgUiJ=CfLWo-p{W${6xDrQS+Y&zysPegmK z_N$TTie=VpSUS}6Q(tU7gQnK9%-BTzE3l86DxV-9+Z-9QHIp7UbGYN6YGhfOUMu4! zpnbuu>0gaF=XGrp__IqT>W2&ik7gSq-502A$_T`;5e-sG!%?@@OcSulAx5bO! znrC#xX`B1v&)O4XfOAWQlBj6dZ7Rwko}s9Y#uCSHhY!h`$5BgWr3}YA0rJDMU{MA5 zk2kB+oXJKwh59vvx!q?a+mWD3<&rufGUT6`a%7bkMMAUoP3t7cx_MP;A>>u_&)xp< zD@5YA8FF?}?=(s@2z2-eBR$w(@NrDf88qS7!|A9-uhD9 zJkeB=YC>1Zj|`Mi$!|B-;xU9TA)}l71Lhf-W*+S($ePp(hL0QY6k`p-E z2t$SiBwDd=p4hy<42S>wel<&bHVe82*aPWmi~yf7r4G_y?CbpE!bbJW!69|Ed7RN? zf#^?1i5Rl8a9$HJ zl@BM~^Ovr|^ij_)Tlc|@zH{fx9R?W7ec9(P_WUOU=YC&h5>N5L$tb*aUS4Nxbf z2#w;EhsZkUc04*ypK-h3pt;_y0uu#I6695XkF3CGcW6?@_jQ08)KHZgPtU2ctLC3f zU;JycJ!QeMo~6(5QO!>~=YN$=^EZ5PTvf|9odLz?XZ?r%HBWLnAqij=40tZTvLZpv z(9Vp%aj`>5E~WBB<^hQp+G?!HMr=M(Y;?u* z7FKt*v^qy4!=;pw39oVrfO?x3(JRz0)Q8_5p40+5C*GXdeHFUlyKoQz>E7p!YW5$H zz8I=JYt|x``B|`M2T{83n>;#3dE8(Uwj>bLB{rK^q^j>hP26a9zLbE%lXPx8a*Uyt zGF4%}%dg(rlB_Ow6elgW+9-lp`(XY*771>YK<98|4G;q*@nphiAa~J`&xe?aiZ^bS z)Ej?aBMMo|g2r3rO+s2i6pIg<+j+5E4LChTAXP#7?*r#b#tERjNTP z*V;WZ(Fi>9NOAw*9_Rkb2Tb^cO3Y7klmb4wy}J8wG814yQuTe+v4c1_P-kv?^{3W; z^^qSWAi37T_N2U_UW~^wU$ewp_#B2Eel2wR8_TkncYVMkHAF�!03&l)4q1nuuYk z3`oAAwEJ9FwVYY`p)QTjO6pNz71#cQ`}tSM`-y!84Uqpw!WZ2WFu^Rd>Bn%$+}`wV z7HPv~5&KFQ^rznF&7WUx>^G1F*c-S5+p!TL7bBgY(fAHTf_`-FBrFF^ZS!dr*xLQl zQ`W1awO&&BeuNC!{v}g{nR>9zalL&3{5}7e1+JFlM@ckvNYWgXHi|uHIE4s>bi63q zK@k7C_|WUj;N0)N6=c+mg$LJPo*+LOn`eyWh2UlV8KA+JJ+g3GS-0W4fM!E%Q?{(m zFPs=fMNMT7ka64`>=^4#n}7bx=4fFi?z;W+9rn+>XPSS$+ahD&ZtLvi_#a8pe=|w{ zvFg7i$3yorAV6H{T;cYflT`$Sus9?3^oZU8MeVJEuaWHK9<8O%_y_EIzrAbM`O4E|KC}L|Ji@yzeUIYFZ?n5&#Lg3zWu-WFY!OC!e0gRzkL<{x}yEtSK+T|^S^x+ z{>GpD+gIUlP~5+L75;Ws|I4bNHG4683;E^C0`HeEg#U~lWepsiOdK5P|DxxAy!iY5 z&(hyMhnGm*AN<>!g41vAcC=FS$uq`^ZPzw__1G*c5ZR=wi$9W_P%_DQX{v4QZL2S< zA340^uze(w`1e|6vChx{K12+CgO=EZU$1{ z#wMH)R@6u(vXIpF?#6wx6W{utwmu$eaa3u%rKtp4z_@MzB9mtY2>a$7<#D7su_vO6 zvp883Fr7red^ZCO`+Fcqx-~hc96ffTwd-u>Pn753Pdw5`r$ic6=5+N)a+rt=?|{@q z)rtxpQLPaRFo4Qw1z~32Yn)}$=;Mk|S7(tUwe)3=R8)X~e?)>Qm%(}~@!5D5Z457u zFDFZHAqlqnK5UUn(oGw_ySt9A{X$<`8#Nr4V1f0%G1x;Q^gIZ0A>V;(DZ{!&XK}c( z6aOLg6Wl?Ke&F^1#1mJ7^PTRu&`KG$hLM{?klK-(o$q(m7y8R5Dw9(1Hoja2yqS+I zKyGLenu5%A0duQIJRF4ZKRU6@zT=WRxR?fMqlm_yo)Q}IJ2i+f+b~hNlltTjjK=+7 zPVZ|@fEn2^A+0y3&E?UmrpYvoz_nwRMA9E*#kG>G)$Tm_@mh{QmS(_9>xK>=0T=-% ze?*XOMGjbr%U4l zODVM&QY+0jXow7@^)H3bboAkSjkPzxY{nLFuv)}9Pzjg&vqeIo=vUXM4 zF$S-pTX!n3*iMzwWoS!!*IOh3ixO%~n>DC9yxgi|xudz3s)s=465BXq+C@$w^it3E zV?7++#4d|{sxVwGj>&}aUuapK%oBQ1-8)6cfHBb@XN z^3$*r=rC(dYBD`OgTj_Qd(J4$eV&3Q$l45KiuA{agZqB_z?$GOR=ox~S`N=3V~-Gc z-rCf(2np1n-A+A|j_hBOxI8#%h}%HVPOxpqFTZ2Uyc-bE=V0<94>Zc?2aNj&p_4sE z8eHTL5{vO4s*<~Q*iCV!oajWHzlOfUfmasz@+80D4#e5rneS-5QQWRWL?KEmQM^g1 zlTLrzkjSm92|!b#N286^H@dm*t$E^gQ!}I>iNcOsR6*({gTV<0#HvN}LQfI@6 zGnYa4kr20N;AKxY@I}GjX!$i`xjn+Jvd~-uCq6KQWs!>M5|_usq^-3(&(u`W?G&N2 z_~axdyVynF5HN2CJrHfvz(l(w(~?7T+z$gjP2xtjup?#8IbAZX_B}uV+l>!`Xq!l_ zcQfyM=Nx&MM$PwMQ{<3e2X%DNR)h%$CC`0<8+n=EEs{K82QRu}UGO)@p77 z=7v%;jS8sshU3bsZ^v|=)2)5tTFCih~2#~0ROhMDda#+^BTY(I? zbC`!QzuMk9Hh8P-v3q<4ny8vHU6-fn{1LCypgOfPhWo?-z=m1w{gDiDx^0bzWNm?( zJ_y1XBP^fYjjccS<2AF?2R50`gmBr7H{^Mtbj2-Nv7peudbEK@0;TMn%|+t1iS_;U7Q%M4Br+J?<*Bg`!V?s6QVG09=?@5jQB-l8Zc>a&nNr z5l(QwKR$BJM87?}aD3_Uj6`pl^PX*??L1~Ok{FHpFOwKUk_cdJM4|1l*|^NO%w$AU z`bMJ<8ud9QVRJI-GU`Z)|0)H|oJW8}Xd~;eP8N;AWzJ=;6OytwnuXdRd+R>uK9_;c zG@QgoZJu4g@cCD+%$JhyE4NV=+T*`-Kd_>tJ{qx6^u^rbU;|NAFhvcL-zyVY2v>`D zZGa99kmQ2AQ$F6@ByQ1g+r8Lptm?nHzhX~(BcK)BG=2Om#W=Dx7cgOP2X@*Ra(bG= zD!Roz4qQ5YJR)kuGfVf5<3_CY@Wp#by>rf6hNGFk{C1j|e58|g)Tzk!$@9ez{i`E5 zOn5;N9N3pR#uw)D|KOPZTk7~v^2UE~OscDYnR|KZ=zj7|anop?(y$dN^hs+Xi>_u_ z^ZZOC)6fW=lds!#l*{U@e`R}*#nC1nO(M45IiKxVLhffv8=bZdq}3^x&@ZQ}gcc5J zc})HWFpt&BiKKwv z-&Qgj;QdrcZXQbT_fMU+j=ucU6&h__$suiw98Wt!p}-#_!>pB>4B|@ zFgpW~@s3ak}SgVb8ve8LQ#avb= z5w}g?k!AX={D;3uS-t$d^vAkn`f!Ez(;@fBTM#vvtfVc%WiiAc4ILpXe6;Z6K-uJ#-y%ygwT)Jl3vYBuy0 z?D(2}PIawCep;)v=I2X0wUL897)Gjfnu_OC6S4`Xy5{x5~&~8MggYpzo;l+=y9Kf`_z9#QH?fItuD(*jS@*owc;=}kgqRiZJHL;&woF$ z8@v<$APcgs^2Jv}(p!0DoNo=ir6-@6Ow>i4fYLj5@0Mrs%ZDHX{N<-amTb%tOmrMg zlbnE}=?J$bE>s<|@eTO_3rZ&GM|*3|xPzJ|tw~D%c;jcUC0Gl4_CzfoLSRfG-9>Kg zDcHw%=cw7=ZQ1uzxJ`Tj0ByHdAkIm_I;A6pSr~gnOlJ(<4W8ilmGT_|W-_OdUD?41 z0@i8)Z}`pdXehFY@+hI$`2cqw&mvI}wKoVJ^HZy;22eR(arj(Z#_`YLOc}lpEK?(s zlfM#O!Pu90TfJe}&LNl5&vF4_otL_$+XR(kCVLZqf^n?qdT1jS!#q-1LYh|X!Z~9< z$w2L+Hh?fL4TEU_@sKBKEFn(m!m}^Qq4V%0B3=nLH(Mj_O-fGk#bwaObS=R8R=RbI zf}K1Siq8J7N|;3r-jga>XxT_Dov&zpR?N&B=s)3mW(`_UR=-X{(qhXU>O6@cWVrxM z;+v6Z>&{D(Y#Xwp-Ra&lf2%i(|3RmOOp<|oOEP$w)WW_2o1m1WFG-hUg+?)<)riMS zdI6ex^b-oc?=VCTGPOt&J#Ox3KuGCzGC~3lS;hC+A%yj8s_!7i;Z8)~K|M;)3WLCg zw#;SJzF{}%ir5Hr7~mz#;*QN#eI>ACx8=ihsuhNmca?ANQ8>5j{Mim0wrvPnpVrh& zLt>QN)P+i;)93ZI@pAKn4N_&6NpXC|$bfAvVlpctYO5%jHh{@Ep1-rNDWNWgKF4F- z7W}5ee%xV)OwzF#Oskr$jAefXKcshx!k0mxW2f_=m4;O}`g!^U2&8{&uGny9< zl+Iyp{ZLMwr|bv9${2`(*{4r@b9)%F<i=%;`Hr`gP*EWN}%bf zRP}0vQZ^S~J}aPqA|_@zIs_Z`#oW$ynF(f;@LTjwt=&A)8I{}w{@%}bg0(jkCu zd1brM)kcwUgv7-UEeG&tmB!-os_x>MO9;!0d%cDx^26wv5@bbm#oiz6TGjD*!g<~J zE;tE856Qzpo{SVpvjA;OOomYtPe_y-+Au;TPjzQ|dMU)Jy?I%v~*qyz3#{a_;pe8}s0yJg(bsgcrhLBW-B z!jOH%B1%5x_(f~afQF}^Z#4xiI(z!QEVIfO4&bcO5KgWkUn3>C92jf#%w@*C){k-G zacDA5HmHU1X+=hg6-rLTL8(6iRa4uPA5&g#FtcE2!D()hR#UD&qa1IErqJ-3P`!Ms z;r-Q!|4OUDsY&oJ!2QT_B}$_!{x7Lz9qxc0+6ZLFKwOnZA7J-sQ?9|mpSwL$%`wJw`Ic_+CnJAw>S4v46QhZ*k+KqBV$c?<}G-y13szxvyGr*dW7W0QE z6|<|s+Hr@a&G0lcN^=W;a2@rFXXyu4NrZJi>SDxo1(UWHc2$JRA@G7Q$Iodj#qkp7 zix0;hXZB1}7$9|q643QAu)=x+IO(CAAmhE1FGwWi^I|;rY_p43iAZs|;l}vGloqxH z(5Ku|=bGjsL#vgPqJz*{s^2Ez+y02~>GauF5F86)*aG(F#y`0vl#4z=RVME(=Jo4l zeM{Sn>Kfhz6@tIH+T;@X`;!@Um!gQ7uAlvGEq3Bc@dYRZ!!EY%x(^!Fsi@waeOH1ocXL8zK3;6mY_1GdEE}QqZXb`^ z4uDD!pNrNUiFR%=Kz@;^G9#7g>^2nsASCAL1f{nUt0YebLz@sIR zVH}}sL5VC+f|g#yJZ7#bW%>e1H=nr`RGHRvannp{Ro!;M@MEy^wS`$-le*3s!D$n# zP4Uy#5)k-D&I55>vZwZ(Tny=t#C{#dVWt#A`O-xTSfWb32NYRCRPs7enh<<*RIlVj zL;i<_X2jj40h<8tG-aOi9iL%QNtHB`EjSuf85M=waU3dQGSy__WR)$|46n)-p@ws2 z@f%B8h(St7KC6r?KqRG-Dr;30Q9SWAHy)i4Qc0Eiq)K)qmu>XWplxW(Tf%Adby;S= zU`Y35*ZPq@*Q{Gs+lfV>haiKH3kdy0I3S<2ll2Po5|9UyC_qXkAGiF;=~ z4`HEtqE(h&4!j<1F(>RL@fGxQIg*5SN{Xcf)ryx`!OQI{sM38w&8jdB}gqs9*M0+<=KyLy@fH_oH#z-F!&ktS@uzd)^F z=uU2t^S0f%v`vFbz;GuNq5}^vUC&QES!MVzwWoGLD`HQOT%l&JdT=Ud-@7?M&0OW8 z4n4YOZ?f@wB|f9nd0s35l%1p|eYk8-eKhFw&T(3SP)CvULs)G3SSUj^aT~M2 ztd#@jCp3InsEj7`yE2KxL;}z&d$%l)3TZKNz3hi75+G5Xy4%Kttt?f=WuU5=cabXY zs~A-ya3K}=o2BdW8<>?h+7|RYciHVJhuVV<;V6m(09W#nh%-0q(~{#`8tS-@ zzGUw3Z#}joVQV7qb#AR#U*7Zm2Vth1&;OflhM;o8dhxb*UFCo-!K3CB% z+MS%(@$?2%3`s-w2u}}GX;OvJbb;+qzv1Jx$L|i4cI(TGoathxSGTX2HE^2Nxc_ID$vZ4A{iotB@`QtAvrBs;zOfmiu z?^$KtdX*Wu1F!0fU|0y{d{ALIg$`AR0-7Q9odeS$8bRlaM&zV73HWv_JbcN)abk1U z`h?NSmMadR<2czr4|6A`OBdm(oty>lU`-s*(m^W(REJ9g%MUMt9)Be@OViSq((Q+j zt#ci(FCOxI-j$@@*R}L`bR@tX>Au5Eu1CbLk3GKH3#hMUUPscoDmzT;LyA;CQ2Ji- zxk$XzLCAOZ!#aSwU1PgxFG`8gxHVfr#tDbuBTHO$ZZc}w)H_X1FF?-tV^Y5_<$L#D zZtiF!Rs%^zqcmUQzj1^vi!4st>w|;rWe8A=pp;_=YT)ms2z-0JXvY^kU%H4mQeKak zYP)o1=`o`q;TUTAxYE^~6=|5o`V4tmvA#abMlDw-Af51cwy*r~5+Z`1A&0HzlpP(v zhupBQ_=oAumwT^(xC@KNIYS%(=1^if)exVqluv zrwf5hae-+W)dCJ$=!C@t+&N*QC7><5y>cga_Ldgpk(SmVyqn;qjR!ZD^Z7Y-4) z$oWZ>D9PN8>>^XnipZVd#|%TWrpNo_DX!N>X>Mw)zb>=_%zn~*pVe=EvP@M4%^oQr z5vtvQvTtWvLW%x%q&4*bdCOhab*W54)@^x)bc0R66G($GK(RfOm#*BhRMyfBw8<^U zum*}#5OIv5G;FB^HIWUbJkUI(+@MVU_j}GtW-K0vL4^Ll@ zY%~rwehI%whO@MCQ~YSo%z|yg(RS>9(6#&HzE-lCKFV0KNHjO+>fpr8d63W@HS%Cw zYoGEn)$pC%?j|eoZV&Cz+Stb4fOD6(jNnKX_aWhKI@HvLZ$`7oLLt-)O~xwcWhJlT zzu+lRZ0uaxXVJ~>Ioqf5;JAUng0WQaqcpsoOZv5XG<|8*{*!FzZ!3c` z<#X#DEV_5k#G0IUoGpQ+ zihOn|Pfr~t+8@S`Ppx{V0x7hhxgoE_XnEt4a!Q`hiJO{fdh~wQ5wsCX+Ok7BD}q-R z((0s*R2$EOE{D|fZTX+l{|2En*kcWKY|eq5CgqohvyjNf)YmPt&J~ZL-D=g7TRSz9 z6EMehe4TfA2-~lrIc_FfgxxQ2${`~HyE;{(u7CWVxhq9c(jBq-PD)%G*R?PgI4v>Z z3}|0q4jjjt4D@Q>P0=R?jI_7_#rC5$XTLsY?&0YmA{N>$e=YDamGalg2>TH;m|Wx3 z?`DF{Ch0rf*YeBQYv*FjRX~&1VhPZvb22Cw)J&lS38C8*wpGOy#)wq?3XgP0r-_W`SXKaqosnsVM5=vitT%6ByPO-Zj^?zH@l%#X* z5!G48hW}=Ut~Hp0&3k7>hq_|WzfHNhGM+ZqE%>3Flo|akSh=3>GMHJBz=fNb+qK#c zoiyy0-_1z~`T42~qr}|kLW~SYAD;H+r?CH3+0cvLw9JfSBK)NB@LMaj0xM2ZXv@fB!wnNsVN{8+ zLXx;?H6v-hY0C|k*!3?8a&r}5yUNnvSUp=fy;*9pTYP9FKMyp(7Y4lajs-^NI0$K3 zXhbj{uO`;w19$>xgy6m>wtRt;eSFDT|CL6chNuzHf9>irG5+%``v>&+@4spE&r9$# z9FX&sm?9qxr_iO4ARsfuv5PMnjbrgeqw{cD|C>g~An$j!RO~c$(RdofAUh2QXda%HSA zPAn$dB4u1$P!LuRLV#fZa5iTLw%lBx6nzIV*Tg1_I5A;PnRE79|4s4|@3W4YD|vk1 zN>@kxz4qG#HIRgx0q-bOjh{kJ=9T#vf;=_DXS!1EiSIF_%PqJuN;6P$NP_`xvR;eC zLCf};q>p(@RcmsUyjDI_nb2gSv_^@J$hrWup3(idr58);#wA9ol+8o9a|&o$giwNV zy{*Tb9hTR?udX3+6>}z_+ml3Nyk?;yMbTrO(?(1=%JPc&y6SfR-*)!`>#7p9i^yG4 z2DHTqcd=yl?^dM%i?DHBOecQ$j=OXlN-f4JTGdChp2Y<`Bc)%sO8PXy`XMnFiYFqY z-Feh>igNyaFy^x+)wmX3B``!$qsfDLCyeqU3R)K#slQT*zOzP# zkLvT>AaZ3z3{t&CUS*{F;YZ&t8-vGMiW^M~gVfH05Z?C8OHPRqn7c|XIW}8Q(np7> zkr+0zTSCQ-BIl&IFE6K$#i_qxOU2_olQtu1)$ih-()rI6As8$NVQ=#r&AZbSHVp-V z4z%RfpknG8j}s(LSD89)pzkw=9TmikK^&L=g6UaOIPDajS&5>I&wjBeVK$JU5bemP zh|dPIptv$Xs2@0qSyk<4Sh599bqz_}RxQ)Vu&f(!XXrQe#|cxS@{eGtvfFBWSmORG zqh^4@*dyt@n-UNGJ6!%3>-|hPq@5SA|vr_sZjtkEqd8@5eQ}5Nc z5wc>0Hs9z1Cp1=koFn;HaoB)Bcx0RMkqO zf{|3drJ?oyG|9*N^<{q(=}gJXOgnp2(r5ISnc5F!QK6T2#v3rP&ROto*#R9)mx@5S zC5%9C1ellM`L53AGVOld{cFz))ZI z)B{*UsVk4aPrcBMp7#Oq=M)GAFuR&sRaI?7dVd_lVnN7j=fY}I=kL9C099&M@J=i_~zL~!y^rN;5fX$W7#L& z78gAKMz-~t1aPGYgpSvy4ul@kK@Lc`8K&UF0@!nih|kVi%>&*2-{qUqDU+ryQ7>Om!FC<+^+p?E3c_}2b1k3zFq{0QG z@Y(RKxwAPTw4}^DP32J{(kAi6-kA&%p&t7SiP4H?DCUq&b{)j)sVI_RJAiw$SbVND zR-vTULIuqMtW7bgd9R$#hvu6K$K49&ZPEv-mG&Z$-DM1Uu{g{I?P)8icZhZ`ZHcwq zl!(^t*z>!V9u`=|A*he^H3rx}A z;GlyAMK9%NqxA5&$c9czwiHL2+Q@Ym6dXa*;A0r&l6Hs9T5JvcFK_U@#8;X}kA-11 zQBW7mFhj41kSY#eDbNEi%T%{N?y+NH>^Sqm!-?ooqt>}WHWF2WWP8!Ak6=~ zUi@uYdZu>z*Lv~6qkD;O$^)+Q80OC^bT**nTL*jc0Eiw^Q!k$ERKOqe|bk7K<~5qWtREp};|H4%v^lP@_{Qh3tgCbmVX2C1t6~8eD=J<95L2 zb7!Z~DJZS3VVJ(pK#aaBeM+zgEUd4vxoZt`k{!M@liWZihS0GZ$VyYyUBBl{#Q4VM zkDlc}Gp}<69H;2y4{l=-oQS5kF}4@LVnVz+?ko?Frj}!RgaFlLum}d#rAi1;Snfq4 zt1YL;EwpLP*`Sg)tR|Y24iIy@zdMxz5*1h<3p1sqACESKz|lZ!4^z5swkTdS#ePQm zIg^)3x)`r+Sl)X_SvIgQ6P?#Vv$hN6D`BolIm9lc!EYf8CV^Mifq8Fwpbek&v4*#hzeJ@NuIyd;cmp{oPRIJp>d;+Sp0FeZ>C%ZFBN zowY(fTP&YPf2Iy;9lm&vYsD}(5^jtujb&(Vv?jw}O{i~kj&=^WpI=`Sx3Q;mLvG~k zEyITZmYKd|HYUIEve7^HYI~C@yOg2oBv}}g2PlrOiBvRie~CBB#0q0@g^)lq^>ac@ zak^2j9J3?NqaZ2-2dAIGA@wf78xxCu158qyEviAHT0+ z|H7u(tt?oJ;$Qo=#ytLe%Sy7Ve*Rj$Du;1x-T}E9v-(K1fgr zRvJu}GJ4a@T%|{W95humB+`#oSP<-RL>eeV%%fe*XMkxqV`L14tTL(BA?! z<~+l<{!QV*?x$q5WCI-X|8#i#vWWy8^kIILBcXn=sYa-se73B40;=TgkG`0? z&dRY72^#l8%W}d+VM_oL|H#@{EE5nT*M0~?ro@~vgJa5En?|e;dMdbHvMbN~v$lwV z3^cISr*#>Fn?PnHkF#F{WLxj4iCa6g^jylXE2tn7 zLIJ#?>Lydg$&r|n;=eQC3En>Dfb4ZkdgOVdNgpcbFNp}l_qc^i3p$y4@`U`Ut_?$( z98G{|YR}`qt$0JGyI>n^m8gPxA~L^K^qFo2YBXs_lOgwBiH~MLSAv*b33Ig-XO7^1 zy1J5x`m=28+`ls_2MxdnsrWIv#^G)d!vxwi9`;f4VYVHkR)TPNc5;zwL(XjBJYEgR z-56Z3K-&9o6HNQ_KGt}tc-zg$Q11B_*MuIZt6xV45LhC8;aY83Knh$TLkhr|RNOs5 z#pFm~*FoEiW6zbe7Pd~DhXcPIKK+VdXL>=ZjUJO>a zq=g@n*3w!@k%21+scpM8YdXAnm+MS9e(bCW)Ls=%{;heNm!J;F^M z5VBG{2plMEVqgDu5Uo>Qja+3$@S>ga!JjiJFALj;)(5AoR6<@d zM7ur!ZbGcr7l@$}<8TfIcrJf%xFNxjk8N+XjHq}e)Mn&NV{;IlNNrpV%!ZXqf#SaH zsr3zlpcNE*ULSjPje9kKH}iK3`MqU$a31`yG2!!Z9Fb;D~P8emtM$8q?KSdh}%=P~++JQjN32KEk(a+x4D3!R++ED^*KA9Ob? zJ{vH#4KhK)AWJ7jbL`?sxkqQSa&RJQp~fZXdep=i?DK$=pUCLt3r&VK<@^%r5bx@5 zaJJQD8{Na9g{+)(D!5u9ulsN-Ioix>xEEMIkJObS^}~!nr2FkU$AH%&cc1z;BP|9SsznnO@5k)mChRq1%t-qa*7nflseK9s<0EJ2cEDyl6R@Bk z43@v7nm+C3?R5{Jg~McqAOywDr#Q-B<%Z7TN5GLKg6-;9k$Xlh%C3S$bc^yv)^cUp zqdXq{GCJ{U(I2Ut<@pz3(DG2rKwNSb?ZijVyZ1mG#j)N3&wt$^wvWD+sXMXD-vcXa zbm01P1nGe3#PD|=8yE^KeG85pNcv`DUJ?l&{)t0}W?^)a`z?+L!R(%D>$7k?Z}9+> zdC!*)2e6XsEZWBPaGQUuMd^KjV+MoqZJz z{$Im&vV93goe5riXy0YTTLMwVP33;q@-u2#p^IMsCL=GRgzx23nX;<#k_*hWOAGI< zZfyWM)YxRVvD#5#_BQ?P9<)C{5Rzwix!5BmR;0rbfh}oy=EcSN`DG3Buk$#&T(`IB zFX8&vJSO~SSCu~*UjFUd`!$jOVR@PL$y+oTS{6pKTBIcySx*+t%y<5f9&?mTMp8pu zzM_SEWOME<-DwyUZ^*HD-*6G;I(=n(kVe2(scj=3XikW-KfiQ6=?+JzGy$!?9+?gw zHipA0YNm;jd>tB|PAxZaIvmEM9TKD8PqJ}SFZ@%k_!}+dx~P*E+S4nYu2hm2eyc8;g#N z-@v4@89ruSgzoyDMgrvxPeHH+l+ZnU-4pn5}Nj&NqWxo1w5;=5I>Dp4cp2$ z;~l_)yE7Oueg-g#ihti9gtmb%n^1Nkcx9+)Kp_%%;C-?z6Rcy%?-~@$`&*`E-Ljk z@0C*yzoAi5M1jM6V$tnd6sw3335(#*?C1XMq&>~0Ii;=o?h?C>cvU*A%`0D0dG%el z;cTYu`kr`k1aSixsb8nvbwOg+_Mo6TvuRq0(H6WLA!C{<*yF>EVa#~eX8l&4wq@$fcJ!B!~}NPz>RGM)~&;<<-TK<@@#fWfD)vr-Pqny_AY#x0Fw@ zawQ9@cF1c|V_K!siav=-xRIvEu5DOsFeJ7!+z zQI%rrM0+l8B~l`UTJ-6CSjst#WjVcOIU)b}8I#LW*oV4zfuoN-i-FIl{3HOr?V{xE zV54D=t;H8)lF3JLqo$=wZJxE;GV&a&e_F8vZQ;ibNNuI+B0!H??tGu(Q>`@|cx(E!#yCCfC5B}egsk>xKLNjU63p#6S+41HaJu1ntruq1 z(X^(2jt)N2RU9lXbz#O@40%X2;mdoAsUe29yim1}%mD;dOJ=(+qUY9;R8Wjp{OtZ4 z%Ph`&;V3URyt6;AT5xx+fR0k*E_WVfcVsR(*jo6cBw5*s8V}^xRbIgY)O;cHh=XoK zC61-)LU~hzAZO`f&LBNscRJ6Us+xBni6Kc>B4pe190hbr6%21rqaS^(i95aU$trGPm zRJF-gCB0bZSAn6)s!MloMk89Mx>m?{?HZ=L#iPtPb>qV}S1;(u?3XcIq4VF261&D1 z-t58A-|uXcJUK2m%VO3+AnR&mD5qxAv6oj)X*ZA0L*1>-FfLu0jia@F{-(Q}S?G+= z3e>2x4O=t&Y}Ki(@cbBm9OP#jyMP1PfbYZISa^{q4ImC2OR}nIK!&nDdxT_-w99w z5%iF?H=jk#PsnYDh3>^FynWp`{ZyN~ppe46D>JY0HmZ3`tfM_%Fqh+%b4_x&cFTQ;*lfms~^jLp}r?nbUIBz#O-)m7Ua8 zboUD11_6Hp2>}mS@NUW&=s5#q@lO972B3r7AHe}2lV#Lx0Yf%@r5yqL>-S{*79%|Lr}?A$ddt16=!)FPUCn3D9D?t2yoq(%6~ zIUOFj1VUjo^f%sjr4f=&8zRlAtX^$}-%4x+;~${UYsUkPD+&Vg8O?H)=AjY25HC=;M;?bFoQfIkVk~aYvXq`*T(DL%ac<-AragwT4yN9 zAKzE6S)Fz5`H$(Up)rJZu074*40i9EVtWjewLyICMonhr*zXM%Ib>>%_xHlsep2Eq zYBRa2k7pZusg`7}L?PK!2g;a-uXuYs{XS&N-t~{JyoFO(k~@K;vaME2AScl84?0D} zG0+m1p6_|97DVPuu792|{uEg_Xu=Sa6gJMfTXOHTw8q;P`bcy&(^l02xLcU>Gy%3n zu*&7N1RPjCB1{3Ys%1rw7|dpYiY1O1RE(su zxr5y|>uWZak(A>{U$ch2i?QQIwA(^$>Li9w6xuPS2=k#!4;()eH@y)?R<&Od7pmeW zerhKhIMaICPi-i&k%Y&;DM@2`>0dhT!Occ0-b`&c+|#$N!9B@N__Ib5H3K{Dt&M3- zC{w*j_Q5}M3zYjo*i@|oBY|}OVwd~ZTTx?v-Y?D2d?tJ z{CWOayCL$)!+e5Vjf4g|^F4Td{l|Y9eElC~GEQvl8LRXT&2fb@QRv+EphL&)wT#V1 zg+!>b;2fxlz$lj;m7wZKt>1XiLg8{=l4?<6vQe_VaNt7V+`{VYU&>@y^AxQeSRHW? z^fKJ7?E2^$%q8b^8qttbB<*itoAxx~RM`{<&fl+abd%;Dut{qqH0er@X(Nv(Z`(wN z*<_MP^k#lS@K=L;{^iU={g*Qji6|^x%cED)325i*PYba=WP^9BFZ;HzK~&{*I#!} z)UyZ`OkqQfSnx1^Xct8x$HdeY;O$Zf>XF-?Oe`4L&DPght%FiZSYs~h~1FkyS z*>$a0gIBqLDam2{#b-8duSFyGF@kgF(A4DY9P&PI;b1Q`N?a^`4JjWOhL_N|C&W+ z++zY>tId<-!ccL#RjXgJQk5NnB^kI0-0MPdy)+YngUb;F%S2@*DqwR=qp7P9`GEjH zaf&@~QHAxhcL}VZdeQTM?P|u!IpcEeeu~JU;an3nJWK$(geEH=+H;+eX!?7UGKbn53^n&3Ad?b@Awdt9ahti z8=)FO%(8e)B<3+P8ExK!P%c8EmVvL$Lzk>FM04%A;>z*DGEwXik7Q2HVaiTC73+8x z`S^;&ZL#XAgb4?|H*2|f&O_;74d!4KO}n`AH?PSPW1j%v$cnD8C98HTbv!xV{G0lm z^nQiVrX>`=P~p?84pNY~9WUGQ?b$7bSbJ7Ixf;Sdh`zwtLIjgAer)(79(dMm2?8_` zA}|qr)Mvh~OqO&%=P&0|v5Rp+sV)fA&rpx)-t z9U0OVTj3a=X)Gb@HRuWdyd+nzrnA2sVJ3Gz_VnNCxo%AmN~pvc$PXm=DiV!(Hf117 zB-jc-YOQI86c+1&n-pEUnK`z4ke;8D)F4;OBw1BzEm&yPg=xnnXnu)};Ym>G1~9Ws zQd#rFrY;&0n`8X$$qvbi8ohCjO1ffl^`)fa#mgI51J_n*$i8f<;5m7m=!G0=ze7|4)GKcN-Q+Ar(u+_^CinF;5Ow9SoE1c`S z7ZE3Cvj>Kh?DO8_!W`1GL44=0%PBrF@X@d0q~Pq&M-kkS**UqA+K$E9w3;MD;X3Z% z7JF0kET*gS78x9h_QKp%7iqBgg*?7cQJ?Ruyzf=g6BHW?-_)XR77_3M zig{X4qI)Y$sDXsy{;IQg_s?42ufX+x9|QnE%sz<3Uv_MNoyh;S-L^6^G}EIsv(hs$ zqNlO7HVKiH7J-Gr{HqYGn5dvU007{Z7YiU2#232`;N}(S^p${^e1XaU08~dozv+GP z_W<|?qViH-&|2RC0DcAl0K9zt^z#S+z=;k3;6xVyfIS%i0L?b7MUL|;1595+MDQ#9 zI-UhueZCS%TTwNKuT=N%^U8vM5&!`FyOTQ1jiFKRF!`o*7h^NDOXn?0q5a=NUDtv*epD^7(4F4a$c(=I& z^0aq$@^o}|>a>S%-gt8BvZs=R@^fEa$Dh7hRH1poLFQXNRi5n1f= z#_n~`B%?l>5O)zR`z&3i?Xi#PT=j=14Mj02Dn=F;UK-0{Xf4qVQt zH#m`VQZBk3xX($Be^*yzstfkC4BqRdYjPjXLXE(_2iG{XRA-8%bzND^>|Tx8cla(@sC^cQuNa?3Hs;%{f|bl8&mBSg9l%- zWAVqaP;;7T>bk4Hw4M39y)eM~Q)>-!2I#xT>)xZgyezp6T4db0aB#04Pi_;tpldbh z|C;2)KuOB$~%5L*gw`B0JHud6lSH$3#RkaQyC-vMd4N`Fa_t5#@<7j~1 z0Cp6O&U4N4@mtuj(}itNOpwxSF5>LjA7;&s0qiWr;G;`ZYgfr}keDP-){eN5rb)t| z>WxyN-71WW+^*Di7_7d&E9zU1>ZnX}H2H;d>GC)^`G;Y$n_L}eMjC-3S?MsineLbr z6!&2=>tf&Z${O&82MFtzZRdRpn6HSbHyMLEF8;kd9T<904xr_AnB{jp-3Nr8#Z z!l)w|cUPf(%!2g0sjv}sWhG(5KQ$qui^Y=OOY+Oe-K$bXHbX=8ZY$&aJExiBcIcn} zq<2|1gWnhG0)VsTYvkhEbyi3#&yxONeP-XkX}~ydBk!4SHv8M)r6PB;x%eDwdY%P6 z|K{e$$H&31voz^iqX4f#mTjf7Y(KA6PEyCiXs`Ras7*Qk~j*fIvVOZ8nGML8+|1J40H^P z)b#Y!bc~7&KiHWV*%??U>FC($=n{}Jd;doPD;q;IW4C`_U{9L#FG39vd7Q6eCOjx-UF-a?Hc9i$3Kje_*vOMoaH z5qRk(gf2ZK^gu{*gYS2~|M`6X>z;G(TIa5F@4B;QFW8frXP&nAe&*S~+0(_iz*hU_ z4$^As<*QVcnCeFwKc8paACj~@OBJ!CPfi6?uUfxrMw?f_DGXnVO@a~}B5UcFgm0<$ z$XE}jsOv~kq+a^Auy_c?lK5_*AS--AbLYjQZN;5s$Bn5!^X1Zt4!zr*@2MVj18|nB zUHw9J`L0HLhL&2D;B;p|wd4+=ZEaTZJ|Zr&9kUb&bs9PNV@h@qjh zi9LVi#*Hs4LaPt&zP&HH)c(z7A2!_Lo!uYmx=(6!PL(wIC1uCD zy5%y8N1F?sgmAgF(j!|ylx4%z6HZoSc*vsqb4!Njqtn089=-w93l47!a}kjkl?QCn z*vl`Z-*fxTeF!1EKWF;B@KwEif_fR}F+(}bX+-p{&c}cuh~A&YSO{Yrs&TPOc*-+Y}D4yLVh~mIM?qRUu1bdQ;E>En>YJ* z1q74##i6T0NdX6|gXBMz7iI!g>{y5=bpxcsWY9Oz?8*L0m)X?zbUXBL07SyW#5V7n zpFxn;dzfYwkBA!s0VjA%dcW?upFyy>D=t_?S!z|OWcws?%n#F zRqp4F!7sMB=ODD$}qqlWcO%(E9KSo`zDqX9Mw>C7_ z`sz9V#(W|As(e*XbnS_p!AFVBiVxNwzl5ZEg}dK-s`c*dbGJPhd#0@L4oRlck2fIz9lhuIQ7z5df|BumY?yn;zmN6 zC~ru|S^8YIzAaWFyT~V50bR(Gc*I+;5v)r)_4C4La=_aTQ?J>!{Q0e3H@vceF`6Rl z701scmN1!J7xm=}w#(>}_{_zHq2m_a$+o&gl<8#Xc_STrcqXRJ0lXbnc@}Y`;&-02 z!-Ri#*?|FS)CP@__A^r?9Vhzg6z_it@Ngf0v%{IWxbi91vVwn=aXcrpS3pqbUcOwa zv%kl6$;o0B8Rr}C8yPOLLp%B8`d{8q@u&{^I9{y7_~gg0S6@O)n)drRdp*E+(#l&3 zpSYi6eevO-x$in#s8oSic#BJgiR5_m3$xGQ12Jd)NBP7DI}r~x8Oa#$~<2_mIzHeLyU#EYy(N=c(_ z-)?(3#ZZ*4yO=qB zy9RgGt)li(p!LrJz~BS0!F}%jw8Y~6>$@I?1Vvp$|26A#b+ruEpXf@F_6||juT{*v zwH{nOthw_>>!#^a!xU(*1eB?G@$5~BbBxw}*%I%2&v)qv4hS12jnH?$d~uT^%e1pd z`)&V7RlMQ$U*^R#w}A6(x6>J~#EA!OMfh|i-`?2sef7Y=rLbty(9HBWeC*)Dk6-52 zfQ%b8(<5ny4O=JAXA?ANk+RN6Pf%3UOdfi<*?)+<@a$x+k zWob_&`jajf`O`OFeC2q`RySLs@D)u>x5DN|BfrplTSn=@t`rWHs)FUd1q0|qsQW4J zTsarV`Bv{9jHCZGT~&wnobVy?Hc@!f#=M5;qH)Q1R9TYt0ypUq&xD zxzt{~59zMhC2nVLLGUPDMB`D5fU8S#)Dbz-?MpqWik4C2i?pZKRJ}zDR|{O5f>A zqyKHr`d<&x9qO)ZIPxm}r-i&;5WvdG^0}*%vm1G|^Kh_mG`D>tYUgZiLz*DX0WLgw zto|54K|w)&xP3_`h6E@BD9@ZZ-O1Zo@=irVMRoQp6&*G8Ihyly=g-sA(bF?9vRq(b zWM-tNzrb;UnU#&5o&7u$=S2>-i!5yHY^OvhD9P8HrJ|*xqGe;CXJGrkypg^Em}vm9 z6aY#JKEN4f3QA@QQaga0HK3p(b9>70e{2+I$UL5-rlF;yC!bJr0dR(blJd-1%2Te% zXZw?X2b^W5V&N5kaE?{WoSM&tP2yeL7n*AiE55U94`TTxEnEX>={PtqUb-wGD0KbC zO(|)aJ9qENDnC+rtg5E|MCXOB9$4SN(9+8KmCb8gJ2!U^PcMkK&-t$ ziAl+yQc|r~GFw*4*GA9691w5ZKp zSotL0(Xc&?`%>|p_L`(Nmfga2kdA|2YF=RbRJ7lc{m%&&_3}HPf`VuiWte+?_-Mc#Alpe+Iaa0I!6@(AJ9G zBNQokv6DyJ)M0++3lmK$1t4F`1^uqble-BG*6%fw7VJHOB_O)dTn4vqOFDzx(hv+S zVkT=u+S>8bFQZN163C$mq8WP->LihD#BNcJwl&edt~Yc2mu2joXWwqkU4~W*wLzJ2 zzHKcuu=&yy>6x6|31i%SRY$<T=Mk^M4t3`@h$Xi87;}8{TIMZcNM!Ew&H1 zi2aZ__Q53=7jR&2zgqGuf-2(mNx?PSGh9}BDsSQhAJ$Gkr;3Rn0a!z$6e;~22A%ed zX3yi&RIwQ+$v!3BQWL1|rmvba|#=-l#*z2g=cz=zlt>WE>)DSt!H`Mcd85!rVT-8F0) z;nT9VVMuHTGn&^k)LLG9nE#IAu3!06=KH{e?Hzo3qf;vn%QQ|!bk-!AN*rp_$={%V z(!M*zel_Hy$}-!+(N$Crt181#r2ndQ{1$q z`q|#U^~;6~#g; zWy*|0c`vHFH!DBG3L?bb@2fxZH047%RX(x|s+S?!q?g}${>!a85N@MG zwl+BnB54R8-ZRm|sEta8K==Y_KYJNpwPBL+Eb@!+4Cj@x*N{O)+xj$_Uy9bf@t+nPB7sVa<{ z0^c6Q%djAod7U_hPJ~M!ky<#gn^;Hy9}1GKIks6QuU>$QdES6$W6WQ05}oc_x;-;1 z{D7lF>oDZLLd-iNzbQm$p{%o>=le0SA+K*i|7+l(axJF;41e>R6yv-1s^1=RwLvPpCH%mvBU^kG5wxk3dRCQ<-h54wN_RnmDidzu?4UQJMln+o z_K`8{rJ-{?%=QOF_U8JkQOA-GOU<{w=ub4}kxcKl zXV;3wicdgA_CD>NoBS~#yme`wXs3B6i^kVT=ecyt5-%mX6X`-*S*7;wvNx}46P|C2 z=6Tpvik=@-%V!=RxpL(>6~S%MI!cDf3}UbaXNrzAfnQA}CEHkSw_fhkzT+FtpO~lx zNaaOEs(q&H7s4rT8!j%SD_*sapZ9r4!X#Hi~l`ye$Oi{NC&K?ZXEbo@!{@0P{ws%n+=t(dux@E9w?!YrwU5U{WpA zKEh0a1em-aeF8Q3_#%J{=deI;HpRE1k@h4>DRj!Tz-v*Mewnhz7g_Xr4u2O|z@NO! z0}^Kd@UXTBuba}~47MYUu_m=O(BjqO>Du8ws5jf->{3YI`GN$z_7 z5fb1^lS={87C~3jY}T4uo8ZM1{ZeIc9^$x_*Y{!Wd8S6C-_MC(Z!h*LJlQ{c8B^3JD#f6JuodQhWAMZMBQ~)k!PJ2;@oDDa zf;+lna%A!( zA2nuvVN7wTpx?^Wet4tnzS_o6?Z$Fh^!3jJ zbj7h$GldTvKc_EV%ir8nV#Z~EgK^Ab>%#riNdVf%2?dY3=lG@{-|-vJtFcUj)awFi z1ee4GWD0wt@*SG{-$xs_4xRzr+ASI)3{G1mny-{9u_1)g*+ zL^{(xynm^~=NW)Ke4YfLUdy~V()0jo&Xv;%_mk!tv$=KI{Ot2H6!>f_<|xLw%>6nQ z0GpNyz$H@(2g-sh>Q#NuvYMr(d4~23M@G=WX88ZV{3r7W$2uE=kS2^#ON!@>e7k<8sz9xtGLXRqkPJK zgl+!bGLCvNY2;VZ#jIhgR9c5|_X77Ig^DPzSj`FtZX~-|D+zFJ1~fUd@y+npuxL)1 zE!f2#JP0r-6VrR#_|b=WU`ulV0OuZgL3gKk@H-AyrW?BC*TFp zd7NQa$K`_r7wG4WTEi@3+f=_;{=bm#b|jhxLM`jJs41_$TolR~ZQ;oPFO&u^tTckI zX%5yf2y7bOIzrecjXlFxeLFJ|Wtl;o-d8l4Jvj^|p1_ErsfP1b`h9)%aqoEjvg4_B zKI~B}$RH?A9CC3SppXN_yXEiaH|`%WcTefmR-DV6G^_kNX$V6-~zr}7Ez25 zt$JN$_)0HAi;)m{5H|Qg<>gO3B?(O$RIF^Y-JO;|tK>}TW|+3R`Iw`K0|_u><*6Fm z+X8;Y<%+-m{QF~N=g)u|Ga`HOuq|KzhH+z~o4r60+=*^|!Pzx!d(4V#$eW7sDBSyw ziq=fM&^PhkvBH-!CY`sd)DJ0n5^KBCnRgxKDW5fsHW^o$QP`aIT;sj1e*QeB!jX;P z8=~)19m_c;`In>kv1vo&K@uQHdqH^P-ogk!ooG~@dUI=&@41oZ>Yd!z6au!k`xny- zh`?!--{SY>$Q+0Me~m*L z_FR@!z2$iEos23C_}5M6>7;KRDCqN1%h6K4O8bs?B8xVYcHEC&-S1<4!<%8bORKFJ z@bt#_;@%RY4vnv~{z+5I4hB-IpxA@e3&w0zKc6~(h)OST+jR#peKMZ1yUd-NY)weZ zH8k|jbef!3Yij-C`H=uV2rK0Q^5ujy8x~k@JTq z$M#Sh6B7x*o&86>?A`UUF%n?32~mX~=tPV?9UumXolx=klK^cleu^Xj?3oj}^CtHP zi{t?Bk0Ui$0XArnH`L}Z^tdO51Q_Tb0p4a~5I9G%(AnL!5)xoeUg^X$=8t;I*{qm- zC$UW;xnD7mR64>Tux$Q^BmhGP7Ekn-Mx0QGk^s?UU;D2I#=m{kB9{Cjz-D+h1Z_wF zB~Id*m=^MQT;IY29muUC-VC8;JnJ)NlZ1I<Ax)I^rz8!K5efL?V_APL(%O;V%<&-xgV88;8{ZmeZX_la4VZYq zyvnNZvxs%fk&wZk_<-!ZAh4p6(kw8hD+aoSx-oz%nB3Z!ZYHAECK6FP4Z1Mj@j_d} zUx)JV*#E%M#HF*CrpOQ)ZFM zml8bLyiyThu~I#|dsgocz}REgC%Elxmt&5{6U{4*Q$0CgO%$o{M)~aS;XhP?0dXZ& zdSZ0t_gh+j0KcJTl}N9G|3F|x&1mS8-@jT9&?|Tfzd1bc12|v{oyC;5{sC}%45Iad z%Lz2#F`(vT>?g>HReNkpnrI*JP8(!`o>L;HnoR@nW zo_Es=<91l>ez@`IXrsuk8_tkIw#s<65;rUeFgiXT-Q8J*^-k0&)ES`<)12> zfputo=N-C56iV)F$FT%Zj1_2zdEHgeX?ZgC+lnT9z*Z=GMjG85FubLNGdqd@liX>OQ~dema72N3yy6E}>eh!?0U7p-gTk)h+u?*+TtNbb3o6y6s7gZrKv z^NF^@={iEPWMwB}Y^E~%Y=z2*{D123vSnNp~J|da${-jA1<*?OqXW?;HdxP{C_>1_&?iX6oTR~wuWhCH7%4p zS@}Q0bxF%g-TNEYwfQbY=)YX>?{QuKx*%g(G3|6Z^uNb-{VR5%xG69LHvj-m%fE?T zB>#QvLJ1^K3y1wiiw~sAsFSHvxM{0C1eEq)StD2egpU6Q_?xi}0AOsR=yJ-p0ssu2 z{|-e=(I}|13D_I!OB(c=kvl{q4`)bHUdu_TKA*OqK3Ozc{qSQi2FIAg{Orc%X%3I` zv^RsUs?E_+es{{{bh-VVCXYez;|p}i4|522m?&`yFOkqa*gV#;E+2v&KA>s#GkUo zlt2>NRtWzJXB-ycmboN&srI(wZ^ryt9XNr9gjK5j>_mvmpk}v}m0^YVi*V{Bv*#cs ze3p6)pg1%y(_0G#yW(46S((vI#Ky97u(zH^mM9ti7OkRXP;Y+wFOcbrn2cynmW-gM z8o8I!z*P{b8-}KzmjN+$Y}^&uHD*8o0|^1IA(dX`#UBHGiQDyIYqtRnPG4L>dj zv#rylfQuPem=qolQtV~v)je4c{f_hwYwC-wGu!@l?^Hc|0oAwUlj4Jv^!P`ZCCc=< z_>-Vxrt=l9>mM7J7pX^(GcGxeOCYgvUQ)8-5Yv6H?ututul{y~>DLC3ZYQVqh#=X8 zCD5WnEN)U~ls=~HWS3d`xK@0Bd9bcXW7emkafjp&^BKrwT3=9ZR9Cum?%Pz)DHVs} zF7$IBpgiWcofNo5=wogwF;0}kdUs4+bvd9)_*H$CDwyqJa?3vV`hi$~0cYRv>LH3m zY2rQ+YkpnvZH@1iH@m_s5BKNiyLryd#6K!F8~%(v^--DYwQnZ1Z&)lkTAd7$aI+&L zvn01_SkN9mhqR4Q#e1-jZ>In5xlQ}jRjuIZhxOJ7Av8zw!x96Ck zg#r6us4n5S3|7`cXr`{(nk8=0q8yO54(shqFl^_INU|psLN<`IIk2_zI&e6i2lwuH zZj@(;m(bR#47^+RFn)W$Z&`AA`1lL^0$gSPYEi#*6q680e? zKvbT8dLesKH@4>ScqwH1IH#;Ixn(bBopk&GoR66~gvkb6J3_GW4~fZW-m-9r&3~AQ zjHT}BH72FpC|kYQ{N`zlP9p!Sx*4CMqmK!~JVOH^&!(;QX&baHx;#Q_+9nqs(s3aN zOrO!xGo^%Z3+lyAcpFM!oD~m9p0X@SdtS(kX`!#jUNu~{f~(h~T|$$$wsgPh^@eO! zb##f5cEr4l-NPoti?Uno-Nm5ezRmTxL$kbVn?SB{2JaHbV!2cA9N{LILe%_@ot8($ zPLfGk#0@CHY{ZO!;vO^~yIeMN#D((hT&!)l)`+`!QUWdj6PHOPBr%jlTapU71?o=J z=}pGkC>;3B*?A!6#ny_h=4oc=-66G=tp8<3`fxmknjKVmA{QJQ8>G)7o%SUy1Rxk^@v+Ty4*^Mkuy=>bXaf-O*WqnG7G61PIN&9 z>`X>u?8cU3(V}F?Lz4H@fNl~4N~j}*jl1%LOd%FRUSLfp?8|sd(y5bLu!iuj=<>;I zJ${@hvu^=M#kMXY$nFWIBz2JtjOHuQ`%YV1ZNJQpe;`(iuCVNoCT{ofjhzd>X;G&= ziCaEFq<+!X4(oO>&~>VzYf!I?J!{ygKGAL#Z*#{s*_?lk({TsG!I|WjwB@Lz{u3?# zroN}qdga<~(l**}6EU>qEL#i9C}X!z3-j>mVnEu#8#aELQ0pc$pe)NgyAjQv|{BL`-r973M-P_7O& zuebf;y|bOPG$}akcv!;$l!!u#J)Q3Dmbb1i|5QF47htX4%sm!Q>I!ifdv$5X#8Lfq zu)9|tHwW-kW9E_3rvCL!3IEZQZyq;b!`Lr-u=A`eZMdTX7ynuz>iO^Ymlbv3cY?sC zHNth~>VZ1@9*yyAaP=zwF&SPjdb+h&tUI1`OzOBdN_DTDS^esKB|Wbo6)%Alk+t1^ z(?<={+d)6Y^e#x*R~bF(Mo6T`9wDunCDOUOxOw(B_Q%(>A-{WcHi98UO8EBrbwxuC zVDk=Tpzb8kh3eog)U3g6{~=`2(vwg&Zi%OGrK{J&EBFUl9M6c*)}Uu>=Xn?FhwIuJ z$bPkkH0S>cjoPc~K|Jlv$StRO$AHvKNtRlq z=(6=C6}p(ZCN%dt3geFmh&9e!i*+0-OAe@!za@J7;Lg-^Oz(&K32}{6$TkSK(FE=0$X;bs2%nwNs+*RJy(9vvy zevJ2T5*10Wy^BWQD}{5?dIbFxCOfCwSu{-~7O|~KU6(x#pR!6y5+-*&UdCMcC0TzfAObzXRJ8eB0K3&FXRdIAXdqemyir=|9k*IqS! zEyra(+JSQSulVVo3Uu{YT2@qk?Ap?^djkqim6rhu=*g-ky}wECtdhgNkzr#r;JD|9 zjy(3+sSO^<`_y7%kyU^_9&ZKD%};`-a$2~l4zL4vz8$6LMlgPcWoSmv-&DG(c6xsM za(E^==9zy%j$ry3TyJ^p{T+>5Sh0GeKhFzgAbgJ*wosmd?C;vt|DZ^ZT$)I-G>-PT zx7@(;@RUHBE~1g1ZE3kEiJeS!sT^yGL>r z$8WqMV|X%8z8tT1m1@}xWJ;UJGh{Si-=#*EkkKtN5^@p<1NsomqCKt?Q1sK zgx~&J)xnzAh|j=HPu5spaP>_zUc0Zgn9ZXFIyiCwvjNk7(u-Zs@axj#*hz{og@&n5 zc^$7YM#f08ai21yMbmIRm?KBe-xX_|&AP)aHX!xp09o{-+W|~ns_@rtgP|mu#?wh; zQD(rhx8x%zq_LyK;`GV~Z=QDZNXYRzl^OQFUm6eyKMH3Ra_=S$sCfDBih67~)R6@V zB?}SI%7jfDB}v#ZJ=sVsa255^w^DGc!_BIJLX6*v+`1bKpU!xM zaNnRBatwe5ojRe982`%a(386_;fP^grOG>sily`)#+$c1*2RbmVk6J)puR3n*_Y`e z4t)`M_~yfAj4nC2k+9rH_--|*ax3~x_^p?A0ezpMr)o3^^E|{a0W-NsI}v%}vJ>$! z3SxZz6pF8dl1*`JJ1lg#3nLkG%et#E?dINTUQ0iccJ4utV>SO}9WQmo zn;RMnV@7bO2G}9Ei?anwg<9Pxh4;HpLUzV|Y{x0dlf;e1Vn+ribqE65r@4tlz<^=I zy*v*OVjlE3uMwFDHZ2%WK0zRtYO3dHADC(xdDblYV|-ygN4;jH#4QX_GegmT%3b$Z z?40W_Wx5Lu#go&4jYI)4EisqHF5hDixTz_K2*%EB8gm)jbmf_gb%+u6k&>q-cyAO$2zs z)!uZ=qUZG+Rhk>tWRH?kpN=7y2K5o5?IGxu2kujh22e5e!@AcbnJhopmR@&-)?zJx zm

K+``Q*lO`}Xxf5E}k#=QQ-Vsp$C~{=qY)p$AN^V&q)R?+ny5u>Kc@V*s5)!rY zm>WzX%Ud?yj3MHG=4~DIfC92+upxKym57Ttcx+ zRNin+V#Zt25c_jU`Q?#0jN-hN71qha|cz zJe_yJiSOQfg$`D&nic4|Mqt74+a_2I1RNb2&d=ADBxk>AZa|A^6pm+p+kaJU_DF4h zI!moo?z(*CYw4}2LnAt-ERu3&Tk(Ppti@DBL?i`N(!8R884M1_zunJCHZ3GQAq~Tb zFO(>G>neM>1(KS5cpLQCJ(euQGdO@uihG}r_iPj$6!&9FIe?CXgBzHOrkI7ronA38 z#%CP0&IZ6GROgUb`-z z>HVCW_*dFU(bA9hqM5IXdx>L+p&Px-qDH)XA{^|cZ`eY%6Pkyt_|$^<3!-L4tx6j| zb+dvJto%%;Qev`Kk{M<-kzZ%?Q}5a3CinGbAS9c+kHa-FyOq)LE;+uuM;ghz_GML> z3mbh-P+LCJ*G9Kt-R#Uxgfy2(2O1W+DtWWsv4)h=8L^+$t=7(XZ*=*v=Xf33Y%IWQ zqPsEHJ9tBiYo?S3nzAXeve9P18Fw@>-)sx-o$i#0QK|p1?>D_hHGDWVzeVYJ*Nfnb zzA1OEFCe|x3CiQbdcuMH9%KUEa^Ec9woUT}D+sm`60RQK){CFcjvz-2#XAlPJAqt1 z3Dd}Cft8Pru#+XBXPi02lL3;k8HI~F@Bog$!$qJ%k4oQ6JGU_`>r5kO4rDO3!iQCC ztQG0~L}tT>xjc+QyCv%tT|7GDekYb>|Ldvh_E2b=scE%*^-9plMf=&0X0N_1M>G7? zxM2tzkR>uQ@>TJ%vEOzFm(Pa5X3zyU?A!zCyLVqJ{#pVg(U>@Yr&>SWD7yoD*kL2@ z?yqGCN!KYYIow zs-xr4jT?Ng?blkE4KO_t69bJ5{SqO)FGIbMyu-U8W%Yg8%qFTwvWZ8?wYA#28ye7B zMTQiAn=WlzN>%-rYS6cUKxn{?0SQ057dH_ee7Y$=QR8EGvH;^M@&h-Bg6^ zo9_RtauxHmS0Zl5c$8jRe&OWZYcxV0i68q5*Ec;?D}_WwN2j(F#6V9LeT=<1zFxWk zn5Hg51%BtCwhj&rI+=}Mco-2?4j)}(XEHFWoM}Xx5r3J{^-euA5tiRXe&Rna!Rp7{ zF(D8!q=1~(#Zvf|HjH$#(wDatPB8S2Vgn+M(h#Il$xqwJ@7d;% zL)T5=^^D`li5T~K*ThoD*>JU*Sg`=5wd;bcg41goXWP~3EZaWCuH}S3=I^0lH4!tc z5qbKl^{e2;7VUZF>JF34Zd@bc5~6-40?ov_EuZe)wM^#VHA!lL+(uNr@N8oUCBKU1 zEeWdOB$_FXXpBI=d3XIYyHApWHLh%!k$lFs zvQ=YJOHsq4MkQA7)s%mk!vY#c*Wt5-(lu={@A9S}KIBe%*4Vb*v*e@+@-U20J1{++ zu6fY*UP2GjZFb&j0!mzg%9uQKn6b;DkBJ=l;4t=XM{m}7l8#v;-caS!rhwK{!KXpA z$(nv&o$2DQphRdCOx5GRATtjek`bPhD*-sZ+agCgf)M5WrFj-*x@w_HvmQxm^#_dx5|TF$W#nVE7R zT4+njxNqbm<5upx4-Q+;uF>cD_uwXF61;sJ5K+YSO4KqjKY|4>0d=e0iV~ZORUMNf6pFSnBqCRUi8~Oq-5_5oP&klE%nhzJaBD4x|G?o|`@omh|d(C23jP#dVJ$LdBFmE43@s%G|1HO5y z4jXInojA+EstuXQ>JWMIaA-giNr1{}%3o(nCgmKBC^ecwXzFmQ(p*~ZG~O52D|2&3tR5crfAJWdu=Q;*ndTS)Q=EiUi7{)jpmbH7h78c*!+H zL%ET97|X(?4pdy@=X9)$i{=9H^Qk``$~>t;D$U3!*}ANxJ>KOPdYxt}cqrD~v3AsB zHr0|FUVW#;0v{O;k$tB0T?$ocD=_a+X92}Wg({`nCcuBr?5G8y-RmB(eBV2v2}z`3 zv4naj%$IpAqia=&7}2t|BoHzqS;-9AEX3<@{Z=*{^F!99&aK=GvT;2FJSii_fC|wn zs`* zoFK=f2%EZ9c!K7urxq7A4k~H#=7m^gZdA?-Fv@%xXpQDlmk2a(_Iy0GEF^*!yhl!M zYqBU3Jo5yHhub*gCz_gBJOgH$o=l0M-MT!w4zHPjkDSeSc=irirkn6-N+c0zhH7%2 z`g~lFsi+)}lc_awIK{Nqe|Udg3}N<}ZA^Kxh52V)`3LK!R*7Y#G&hmMiSTP!GmG3T zfVNzywcHKy>F7BBR#a%bXZJ2|a6m0W(sU-*S*afhV_+>tVlUR9MT?QGGE8~g{qTAR zg6-o2-oVwWSaNvd%gH(V0aik!4BVkMJQ8s2$>0}lSYq+$;`UnQL9n_Cb-rg(%%5$% z#5lhGL65Ld=9s<{k?a^(q_&ghwiCMZ3hW^3G0E;!nuomrBR|sagGLYOynDYtX6H`2 za%(450xwBoseJc~-FXY2zwuYU`h(KeZnU15?_}?Y6Y0QdgZueHUBE`2`yemWVU=ps zvC8g_&k;SM$sxWSqHX~?*Ym=NnL}7wRXl~9%v!xwsHpGQd`LhO3US#niiKsb)PMqD zMGI(sqND5Khx5Ba&>bN=Z|}*yH78g61isV@!7GI;;fmvjbN}@~#bd zck9Ny8X&(5tUBQp? z6}qE$?MTF)%5DLCsc?{M278WR8KujEbL!d}8D< z0)csI5qyY@?87q83(Y{|?WE!{cyh0ViSTfW%ZTxJ%0fnFDMu{h zQ}aH@e&5kLlYZ!u=RqjYM@^MmY<-PN6(d{d2q(zw7LdrfCka*KOwh_Z+K5)#Ez|E`hF9sl-?eE(U6$t>7EY!C)^iFso^bge!ryPE%1YJbM#^ z(r;%fAk)A~Uro@>-wQA9lp|U5GCv$#BPR#K`Zz%80ea9ooyQ(5=ot(4kuR%J3-U&LKz{s0PoSajYMrD)GC$sx#Q?KlxGc1rc%(%5xoh9}LyLpF zkc1H5@A=;aW5%PcqD4kPk4WQuoGOo&PH65=p|Aq3ype1rpAo-xvl>D)wU1fR!tc34 znye@8MXTkSimuwyipO!!pvc5&QvtASe{h!aX$o#f4v1=MfAV+ol-9e1Fd3o5Hc=`> z&I|f4Oo8&@E#Ap%l?~nRmv)}2B4$m0Wntg8l&H_#XO{c&JLmVH{h@1UqfNT1ttK&CL0of?SxU?O`7~zTgdC zDkFv>Ao}Q|Z}<^2?o{nrQyh8WmoL<#mN81XncfGNBws+|koiF0O>vKf@6@BH*%l+h z=m(u+&YoXg6!?8FSwr$%;XAf**RtG``?CW90iJzM@xSvkSxU;TfF3G-q1frqoJ3;4 zEa9-AK@4i(e=G^pJAH0he-Fm!V*E*&Es@P&5@^371_Mf36ifJ(qH{P4MUZo-oWbN3 z_5p9Fv>>Nh+KA?|dp+66@C^XKPWA8H@BbI74s5_) zJD+im8f%Sb+RVyv7+LDr(OiEzRek zneFoP{4giS3(Nac3Z>D-shTO?HDIyfnI&jR$@HDP+=HlmG(0asfxLt{fGej@7+7St zeatKN#l%;lr7$VxSy3lfUD3PJXOil7V?YJW8BOP0i1n#*2Hmd`W#L&Iju%~~V!P&a z-R$m3JSj75@h&dE;;##lmoEv)L6yPuG;(#8+dod-Ab1WWak3Qk+6Cmsv6WLE$xf)8 z+NL~i3Nc!U1@HGq1dS%_+WC+^U7lLjw09Uj-%%Q{dAI!Kapwdg7amvr%X}DamM#?z zXC=IV6wip4BIV1=>Pz$(W7YyX(4RQU6Ox$%fWOD9_Q1+TtQbF?kNg&A%Lga!nSEOB@F|VDU~2jp&1nPuguxS3n1O zR%E=x^X(t(r%w1SWU5>kD2nIYa@5p$4p|yh3ht^*MTt1f6y$1t(o7MMCiql6OEnEP z)Kxve^@4tLQQ?z?&9_darHhe2&cl}1!Bv2_%oMUZb7t==OT*1I*=iO3rk#bwlKY3d zc=A);_npNAyU;zjpC-FgEBU*)WV`GoZLtGwl1Jk%efewkl%l@X2;`C2C z)M7k(?++dvIlQ-Xx6l)*)%U}{C18uFcd4@yTtdZ^@|QKMO}&mCUM5euP>&o$c8%`& z7m?944mF7KlA-Rgjh#3vLuEU-d|j1;+B2a2zHE8rxD+@{u!9_B0RZ=%)->l`+%-R# z%z0Lcf8uXqpHW8E1$RXl-hBzQ0$%LNl+$nQX-c}YCL<7h|9gb2>wdr0CkkoTwm`#s zY3{OV?r9g@m*Kh}W{h!Zh>EYvGl@)ccg10*6#51)hB24*KBT;7r;q8MLfm9>l^agF zm}#Ibtjc9)gUfomD`Ygy@wcN~a{q$8_?!|Me|8_J?l15~b5`wRhl);z(W{6429RRG z;eiCw7v(K&(fpp>J{;xZdiSMa10!8}{3b+hWF}kF!mM6fJa?H6%ssuGaB+f5o<8oU zoc37``WQ{5Sj2|y%2phI?w)RZFr_BGRx18W(R%0mUpMH;AC`POGZfrm=-0kuZ%VnSp9K|fn)v%cEN<}Q!f8Gaizf^XZJYPv zfA$GE(bAg1j zOTN*q!&0TsWQ$Sfq^RYN)14zm`WTUGc4IOH59iIHi>;mgTzumRhMG1E=yAS{wNYYX zNlps0^zCxV6eoQS>A_8K4-!&t{QS2AanLb=Mq964DOFk6;@}L=XDm0u!XAuA%! zr{p;v(G&oIYCCu1R)kbSr>G>-_Of)q9VE0&4H+?%lh4 z$?vz;YFkp!em%rUkU8rJSnsp=uZ4t2@d#0wj?V-q*BmA)!a_DDFM=@47Vh)-g!EtO zJ_8NI@)hv+!i6jsEd{J>d^Pb1bLKi%kxhxbpic#Njcl;Pb!D6bYr1jYT_PeOk4hup`*0a4ATV+KZHZhY}>QrQeT2 z8|cCRd?3M)C_Y~AK27K|{n<-44kmHcXKE3OVHk7YQ}H~Eg&Ye)Xb-x!*x<{z>(atzEkMt7D%K^`+zrWub3Ur3VUza?jsuxvf6)JAGDUMjw@Qg}+{K7M?pv^nG za-Zeq=1$k{jG4i!il0>w-hNDHs4IHw{umWS8oilH-=HQ&%T{GPlB&aeZRFz2(pxau z=O?O2wHZ}3_v9C3FGF$Or&ET;FyVQtr4pO8)Gu?M9$E-VdiQUoy7M0fb5Y909etG; zWIsx_JvTnljc=4C3|~QRd>CY}Ys@A6U%Lxxkc$z|%A&eE)w;LAZ;LhpSU9HUbRk9` z(!I;`poFTHC9hyUA>^W|Pr>s9K-?4*m#PzmXDU6e zfumjwtOOu75|(?T;>StYG9?#8I zozMEJELAH-i%7EaFPCFuY??^;@vM62x;76j+W+Ni*6$1X8ldiFHeeCGZv!;kzi8BX z$-6~$FZ2H&tdajE`%1Izh<{o|x8B-uH!?aOrS>6{PS7Cg~3Fh0>=gI3uw zZw%Q+@LgMPfVuHg`UJ$8X%B^mn)0*_aIoi6f1#8Qf6OGF{0ub9352D=zTZj7d%FdZ zP~&;oPvJo!0`JQ5OZ1O_2k)$f^D_rC1j615DCu~Q8sI8V zU>?C!r?L}*SuKajO8G{qsT!R~WX9TU0k0Y=L31<6KhQLu3*sIxhWEEss;#sqlyEI$`|W;DEP^Xj=Zn62rhmGx~tjEO}^J51Q6KeS89R zV^E`$pj+l-M1IpPEdL1&&22i#g%n?NoGH;#y{4akB-+HQ@Nu7Ey2`=P{Ww;U=8g zs~RS^@yomcSn-hzEQw(ae&V@XV6?Ji?XFV?8HEHua}evmYy53CNf8uc`s7MxC7n6L zE}0UA=no8%!VZ#d$M?x1_W2P>!ER@GS+lN0mr?)yDTpn;z#T=0hOr7w*WcCFo{h-e z*lIlb&TuK~p;L6!N1~mik%)P*i@>)MMQyv}{CUV4@ZMix&%xR}E#bKt%|3LE`^AJRi6r$-dA6J-1@Cji_w= zMDDC)bgIt`eYZuTiHlJq6x^riZxs^rfKE1%q6NC$eX(z;Fl+jq5yo3(%WvZfTVqq> zViVlYa(%qMxLCi{wdC?rDc=fa9lxws&YBB$@Xk->P_9A3vgspDK>9GbX`u4CHkgV7 zuqN*DmOQR-ONHTTVp_&MC9W!YD|>En&MZwa-GI(I_;<(E%OL444~7G{&6jB%A0{t4 zyeNVAy9I@gg3_rplJ+}QMESyEBQN&N%F29E5{r6w-cBmT>$}OjH~Hh=9(lk2|6Ttc zEFOaL?)36Kl?qqLy7PY|$PUj{v*ySD_QOD~1p4zTHRol??KXf#S@R^v(mutaw_c3L z>r#xzby;rQQI%?eyDWZ!MzE%5ot0Y@uIxBa&Qo9W_?PKnzYCyOG7np~!(8+WTDS^& zQgdr9#oL|S6bJ-X*WV;6AwxQn1kSqI1u1|S*$B0JWq?6zGBU_?aimplw zSs%aP)a0XyerE=Yl+#1G?1hf68kIuasT{6^|7SadMehKq^$bZ^oaHS&S>5!$>Z_Md zhugzY|pL!k$SH$ zU#$v|#(f)t_J$He19Vgm0dLYDYFzejm5kb0aR`AjG-K=*$}6O-+rE4r5>94HETZc`t#d`=j)<)l?-?Mp-^EDyV6XJkcw!ts5Y`Dzrc9CD>ZqZyVzx?{!iQzTa=%`CeST4ak?#+v!hkdu0GPfXTj)y1i z?u}OUVjFCaygwPJD*W55G9PL@@X&KA)g({WUohFZ!hZLY%NYQ?v*^*h8D=f)52x!6 z>H4k2;}f2M%x^8BP=XVGKKtU+-Rbmw2n64G`#AsJy|HXabO^^N*tbQoXUNB# z=jwUZlu&q15x0>fKLyF&=P@ZD{_OsGiNvgK3`AUN3_1FzGOF{Tbjp3`1H~tUArmG} z_OvIXfPr}D^GeY@{EkYvkZiz<%10-&$Zw%pXq1TmlD>NdZ~wus&4}kZT+on~rl)}j z8AQ;TX}PwPQi2A6PNrV73C-I?HT($J2R6B%qG=jl)GMAg&&&(f_oTfHtD#oW1~2DC zt$m1vBfohMa|D#i!{K1O;!-`5&a$Y!uk2tO}`61HP7{B3flIPWS@oUu%@Cr$|>H9N2)fYmdG(2>%m|oYQ4TKcNP@2TXNt zJx-OtJS?ckxL4~*>5m9-mj4J`H9yfjeN6Rre5-nGX5qvX_POcEKIZTbq&eNP<>)8a zN_5#px%ar@DO=Gt#h`8nC}UvRAWoQZeC-9{;aQh@#_^XN;eW2&y`JW$pc2_J&aG39 zK-BxMFAyz6d726!KD%l1=W32~6v=_86dK*h*@T$d3u})7P2OAjWKz%)7+Di2jNE~3 z%yS4uf4cphIbj!0-fGE?-jA+fvAp^1=F$@5`jC!k^wchgzhWTnsN(sn50Xer-P`)2 z?p;^2RcrS%vAV6&!{Yt1e=^9RR@05Y!aDAGU8w7*_iWn=5j~`8);-|X74do#dmD>g zfn>p0-g1h*tAsJCFu2vs)c`;%MsAjDF)KpqCT8n-AUrIgZLY~3JdmTG%L`hul1ofl zSj#+Q*L9G(?%mYDo9kd5&i(UdySb7djX_hEAE~!s1=hY4H@Y3IA>E3%X{e1!>&m?V z)X7UGCp;*XW0UX!OB54$rgMoJ@5-8yOm{i9dOxw6s*kn)wMkGTF(O|T8Bsp~+|inrvJ z^DXngT+eNVCkRJ3AyVyU{;E?l^M7?eI(i15N+8F<^X0-q=IN-};$Vg_ND56*&+G@? zGbij}3RUbweN}nx9LuAr9Lwuw3m#W%RkjLDdEGo=rL3(W)HMO{P`r`I@_*|1J@)^_ ze$e;)=fU3d`;UhCf5c|>YEiiV)!ZJJLB2BoaeDMCsJ!0&SGmg${ln<)WorB{xe@>S zK-`94sIfjzy|rqj@dh1l*U4bze0AP0>qrsj(y?`90c!ndu==u{_bPP-7oj<@~kVGP{O9F&)>) z%p*D3^uqQ2WSC-f_G}x%z2Qr>#ghrvCOPpihJk%{ID0sV&tfw|7E@8QZE%=h-{^(X zh~zwP3n+i+Ym)P5HNpD+2p*xiUemygc-%3P{0trNfQ&&Q^uL3;8nwsajA9lKY@^9JWF4bHX(lj}H&nb-9Ha~-T-Qz} zH@5!I8KAa;)fOph`W*6alN7cN+;!1V7QJa}kELdZ8HqO?;dNQgs71rUx6ZemV?Pl2 zU@o7=@_qg}43S{b2y2{g-#`@XN0~oyZK0}` z6#3{D2piVRP<7!KY=gR)C0VxwIGey$4tw2U`yTAI!W8+Jr~4wwk*gp+V57VOJWG0u z{%DgSdM(?p`ad79{wRo{;{K6gzhM|MgU0K(OUGej47HhCm@q`-%5S-c^k>BEUCP$Q z*t=VQ-B2j`*%dsX_n9zVhT@;|Buh&*;dKq9PK&>gUt2UBAF;jNu3lH%x+JT&Ia_Bc z&sY(#H3uUkqg@6Vc3p%}?>=*kmsQ&8*kstZ!_8y1P$)ehG|I5X^m{D}W&YG@4ZP&g z92lqX6|x?HpDmcA-n<)7m%*wDWD{o;P~u9(Pl?K)hjOp4K6|1z!6s8YZjrY?NKzdQ zrBmdZI9RH+7HwhGZ~5RL{6%qov=|+96Xec2>v7Qv1EV7|Mcj;SG zAGlkwxXy&1ac!rF(&=NuT09>2rp|~$rxM20OEh=m5f<3j8TQ(!12HmR>9oq77H4l< zsG4j>sZP)pJHS{68i1pd-^*D3*a21rz1Y{BIQqgS-2TiMuV;C($)IJ1YJqohBzY!F zRj|@hBcq*RK^x7)=VlpaLf31|)>c{j+8^VCAxdGpS?UzY0P+YPfq00|0`tiR=XKqz zn6sgQ$&!7$L^8Jw{Rt}{;f*h7^a^KQ-e=hFUY(q5r6j6oWJf*^7!HwU%oK(1kiY6A20Ad6XdCHl^! zTS8?o>cayDEq%d#yQIEb#S@Cs@K&&cuvVUpOt8iDjgVoi%!cZ$k`D>FrLd26qg!=R zLdT++htANG3Huvx=`2W@H)60v9+gbf5V;QHdp?{Z^)ZtlCTvqsn|J9Fg$Qvy4>@(z z5V=@Pt8W@eg^00*T7UKxrBd4X#U{_2R=u4t0+c7uOyVtfJ7r91C5L4}hsC zNZJt>8=zr#zUAamu6%487>EbWqBvZ;kE2cEA> zGQAV28Q<&PfI7JcxPmPuuex)>2XsP=BV|%1zEE;^o(4Ufdj8WTs)Vj2U(HN^e`=tX z?-IOllBQ;P4Y=b|tf*>B$pqV9^1JYB5f;-nrXYolRdf_En8VDbEYA`ao~K z`f4O>>itZ9(d3_FCZ6n=8S3GenvRTkbEO~6H7B72bV?K_{{@z})d%>ZNaJ%VaHB#B zrYdVuK>=GUTwnFW zQW-7bcNO{PQAJrc2es3@Ln?bay+1JU^6etfR?QT$x>s!4!WJa1j8{cRT5ZOk8{7@R z4!UKOpb2ys%zp-F z0|2y9gPwB%+ivj)UQ`fy3y#&G3b(?1rA-FTDKw~O3 z1T8D@YG3%l#@mNM(jc^&8*9nj;`m0I8e%5PnD0yZz}ac{=u$AoffJ=62JaGxxyWE&M7+dKr#DMOOgtCP=p=!rxt zSjpHV=%&^a6!jaIeZ2lhLxyRxL(vAO@nNV}z-%?=3kLO$z2kBD1{>-zh(6M|fPGzl z24b;<|5mx$ng8}{uPGoeWzfn!##Zek&ePI6A73H(1>n)M7Ls0Cq33c_&NcGOEKfJ8 zLo(68P?QD>H17fY)oDwxy77iVH#DaPS&^Q|tl;ZrCR;{nQIi=W zIA5u6gn@xn+BU1W;TL|hk@fe8%59HUDX^pevyxqO(RNWr1&s@P!=rhz+A8Qng5eopP801e9roJ@K4yUewC(MIAI=tS6*=K8auBg5@J1nxl<$@8D7*#u_~-> zos>{B2K; zwPCrqK_Tc!JPJW$-wwNXX*{*y@X`WJl;#~wGWq-Wut~e2_M~JD(6D!9Yt!CNxFgF8 zpxx=0K_LZ}aN@@^v<|M};a%hK<5QaJZ~K;~qedRxM$Xz)?>IkR5DP&JUW*VC>!rsB z_0G?~)Kh*EWcAdBI%&C;HlcsHEKF`IDmV*&ZqLnk9jHiU{2)EmPy$%gnY;jB zsDu~Q7qwVNTk&!!<0&QA%_We`(&PZsWNub>tA*W!?HA^zLyfnCvrH1jcw7<-1b}`$ z?gP(b1UG!?G;DN-!Ca{yAElB*RBp&QRv#B03o1-6S0C9g@tPVLfY(%aH72yJP%S!c z&xb&uhLP@1UMhN^)R)#ePV~FS!oN0UfEHC!TwBoqecALs(wA~_sakq~x9Hq3OpyvC z5Z}P^ow`8vw*Mx+BLc&(2&H1T=sv^mpFCKgXk~W&G$dl{L0%$# zUhgK;hCmiHgWcYGx_NEq!<|57>2&X6YFVx%;=B9Gxqu!F^iHMVzv%zm@M9D^G;B9u zAv9Yi6ml-X&HINkjlXI|k>u0RxNv%`;7_Xq;oBU)2B@Prav}5wt*RF842s!^*(~G| zlkcjl&xeK3FLlU3xZ~S5s8cW@+odL+fVFS2mRs#v zeGyJe84|=p#f4;6F7bwnC>%7ffL_7w^gx|O&5@RR_)Lf|lXA@br(~fJbT4kdqf#`i zNCw*YKeC&HC7%NLeHDh%zhBp(tjCcQQn-&=y8eZ>AhAyX0$QsEQc1Y?$@35=9(|EZ z9)T}t4{uCvH&+7UY?eH>OV24@Tydc0xM{^=Td7zgGjaBE(JSzxl~a!7Pl%4Vgq^)I zaFzdWk(u$mkk@Fiq1}u98yp&7jMJr&(41~q2t&T^sjKg1RvX`opoT|0Pg>fFS;t`k zMnKHUhqaxdIa40d36&f&+mW#NZwQxvVpb*k`|k2FzcOyf{W|o@8y@!oBjo4Ko#Oz@ zQ~$E~(4BhR<^$y~YnaPD;st`E(FIZC>Lo)9TP7xB2g=4*(5Y3TRm13GQVo z?n9LB&XKwIzk}w~)W5X-FQyQk9Pl6O>p#f#|BdcA_`_0>`(K`6fW0N+zouH_KMwYP zCn-`)2I?iZ9EfLA%yCe_O4W>9y9I10kJ{J5Wl~%wi+3PGuFaFPk?qfQLfi|}^_H#| z?V0B@hCJTmUI!0<8GrG~PV-JPmMEGsp%O|e?PaLib*j!cf#}PMWbB;ypg(;rXC1ck z$%Y}c?Y2Fr(zSUqS~{#tLJJ1XOR>F0mU+s~2MA`uH{tQjYZ5Z``$Zre@$_m>?p3~UD-^s>sUS{^@TiK~yXlVwYD0nCv~HXKJgWC}ObCFBrKyJJxT z?53R}pf^HE!E`zPHQEckzUd|6u0z1s{oB=fjHX-c9M`}0=c9H`Qy;zbk){qNA||0} zMHi7n0Q@E!>0~?mC^Ff3>aO|Y&;>8*nvm})2%UFF+Fo+8J_GHn)h3sFbmvG7a1)qs zu2(c$#ra%*QnrUtwX5B@lxuU`1eS-an^6ppA`)oBdwBjRv}zili5>Ho7K>62QiaSsqHfm;>n3-^NEGc=da8D z?1=)hkDI?ijp?jS;Hr(zPE^C4`-|n|s{Aj{#NcCVtqr!Xg?Qt1@S@&6QhdDj*F=>+ zX9j$fKxWZE)uCUoqcOfapImdI^i14V%~bH{d54|_-cK?q&IE&3bpzIDH+2S z5V1-LwRL^u+O!|))KfcjI>9JvPHEQ;KUK)xuiq8X4ry-DK4gQbEZwyJlqsM>64p_+ zYwK1!^&EO?LC(KMSag|)BXfKJHfU= zvn1S3a(zz|wDvZCkd0-7u7C=y5QFYMO34>KyzB%l-phpp(tLZtCY1evH$5@9qWy@! zzW}bFnQe0I59D+CxQiH23HBWalYJ359m&-=Bsnl>lik zY_`8J^R4yjK9Ag-JVOFm`L=5a4luYZ*4MXIfDz}Gl8>X;FlLoeXt*T9H;|iy3hDKX z5+b{GeCo8a36JmuIgUiREc|WZ)#MtHtZ__Y@e!%sJUsDwo$5Mw8YH3-?L8|DT7(Y( zxu~MTK3Ba2o_nUmsT0>|6{O+qbNS6Q*BS&KOx4<$%eO%IvPnAFe$%jJ&Lz>9-O7Ak zZzE-7;)n5NZ?tb}J|g-U;S7%g?_bk*=D`*g!Po2Tf*O(zw-dj-3od)*CcN?pCpFyG zSbE>x?`Lc|slfnW!7$#4%H*8((+MTEMuC-G2 zD@|Cb38a;JGi*-_=Dbjnu6KOpZ+Z%&D1FHt>9pzM`q`X{$3kKk+0vP4v2&w7Eo*(j zuuDfXkbJXT>g(FpNNZDx?JY&PS{`z_Cb?P8SCDbDSIc5@Wsbm~Pa}J_;Yce#S>urA zY}7L{&(g_nGqbB=7gcSOd=yW!44yFU6W!&UU_U_lh}vD|MJ|b`whu|TqtZrX1#wZS zHolzRFM4d`4PgS~+fBPYpw5k)%f0%7*qf7Z->NmRWj^HmLlV*zvS#D2V$zP;X++J? z2sMCIqB(pw<+VUZ*L7UewaCS?{g$J_1H=Xi>Xv(&_4!F#1^Pxq^ z;(1BxlR##dR0tu=n{hE@ag}FTxph_c${pq2Z?6ik zGVSUA(I&}-KGi@OL7c9(Z)|Q4*#kD}Wr4EMAnjqNw3IU z8GIze?=roF=e%bYhs}J?kyEo(*`j%?FmLGI%uN;i;0fII^KH>tSjc+XAjwS!CFr~9 z3gT4BOzgpvlzKk9^T4%WP`ge`7-Mp#Vmx<+bqG`KjOhl)>Z}E+k{rC5z1&kdm!NDO zyao0!QcwqpjK^#Ee<7BB>A+L7YrSdB6Cy>eY!EgQ5pLz{Xz_>79ZwQDj3ZL zJq<%R=JMeu&*BFZ8myN`t_n0y7fiZH3!N$E_%Jy=U6S`_U!fUTh-_q`i z%K2V)L;Uc-0!s<4w-4i`t#uB_z|Pvysfyg!{yhG<;%hby;9|o>INmB2cs}Unl?_gh zV+;YGQ#O%>-Dd}Vk7j)?(o(y&$Uh|U243*GyhUfyIq5(PiTYM;KGy{&@3|Yr8BNn+ z_dNT-O}5h?WZsllz1mZb)u3TPCEdXi`x`m8&D52Pp^?tv6A#1S3a7_7n{!v6pE0Mx z2H!3q8c=$_9^1i^rLP5rTv{(tKh*ibZoU2-&C6I&<5yIS%OMHoN-4(yj=>uZf&!wR zLPPYoQp1rR?%A7zD<`{#i|#?I?!C4q=%!ufuc^J=$nceVvToy73nTs(+uk!jRwesI zW(hqqk7V3fc==zLu275#j^Z&UtPHF0U&f_>O35%NT?u7K40)H7Kk>+=GCIbv**Jf( z(|Ns2p2P6TvGZi&b_-sRoWzI!be1D07Q`C6I(2J^jS|Xnl zlDP<_Vz~6R5S4e0xy(Z)@wGB8EqQsd0OETORS(ghxv|&q@sBu<;(~F01__tRp<-F> z8f^xGCcbXQFj=U5yNM3NL-=$THB>KCzs@ZDZ zYHWE3v{8&ibqhQmY#`KzA7sedA~OD3xjY>4H6{#-99ziEzPw0o@Y*jgk*rVuAaDq5 zf!aUOIh8~f?d>`&w>MvWlwMONJo3HHcA|8&cHhiJZpML7NJlgRh<3QL|h@e5f7c-RRL93bedzes!9+yu$ zA)`&A!}z2ahwxuNY|+2SWoLF#1KH+{;+GwLk|heAP7PnKOi+H zhHOzM#@(j_NG4Z^QeUOwj}D)^0HwHB>F`Igi3Ai8n~Ej&UzrZ@yWz$Nk}9gA*NaKl z7Hb0(d+*_!ef^xD`GTC|%5vVGScI=M+f4;;>_?rRM|Wj!bT(+cOse(VCi`I07FxR4 zFLY+QY`rvWqv6uR3yTsDy6m1$JLCvzVC7jH-gY}Smd!;lpK|QAz@5TS6_5xe-x}q( zI-14&o7z7~He~p^-Wkj=#ucbVUPgd-XNu304zjwEBhwc?#OB~nq=_7J)f{h<64Eth zL5Gg4k7TzDuQ_ZNkf12DSyPUzpj}UT`*W z%WmQdITL-1WBk#3GBVtRN%m~~l$Mac^A7E>+!^Jq_i^*IV z)V*FLA?TFLV{_e!+_nXG6Iy+ytFjQ%=Kc9F#&k10bqQhu;hvBcB@02kLmgF3YO+p?_l9wzk{{WLvg5<<;ybzs+c&V2j|i2L;%h!SN2^pvpJCY->;r{`=$~(c8^iZc z37saE1&?f^=dE8jZdZ4~RJ6$Q(Q}noj%$*KWfTqGTy1881`dl2mJ$eL$i8f?%t|uh zaw{9+$$^vUZ1m;R`kJhQ8I{OV-R7I%81z8Ok0iTopQp^$1<`Q42_BuHkyF=#1W3Dp zmbpfjBK$^Y!S}5G(YZHFG&Q|+705&E^{<=uX5K$!*R4#`YhL6kGjTUF3ERH<8ntZ} z>dzRhpcBL~@OOX-`OqBPO`(Q-#W2y|{BZvm^3zyWMm%a&X+~BdaQpDkYJ)cvdV;+w zFp$cwD@%b3-q<#`<4-B2M>x%VV>ND6`q=Hh?VSE1uwYoyD@*iG_O$&HA<>g7yO7?RKKO z$0m&?SI9pfBn2we`p-+KdMG#huhXUrI!$}Uq3`Uz*ZNl8dfIS+N)S(m9f~%sL{oS% zH-CD4c4U3m3($2jF6x4!b+Z||AeJGdB2atyxzlapye|+tFxZhM-JWe~YQk7dzh)q> zSs7~5?L9-;XOW2UR+fL@HtZ$N#vx(K$g=Nyq0qJ8^^CvXS_64y<~F!JY%xmQvMy=s zPCz`~tt40K#7x>g zn5#lO1&TfkXG5Y13vW3VAZ-@;FeOo~9hV92kxljHVc?MH6X%bnFNv3YR-8EcdR%8( zAWO+q5GGVmdI)OW2qH5f)6S_#Ytgc9Gu+a&D4(=8MQ|%W~GM9f91 z??NnT37C~EN&e<)+jL93};YH(}e88ZXET#o;bW@ zZa5_a`=&kD**%0brq(Ekd)e+=0SxBuJ6RXn{$!_fpV8_^x7glQ?`ENN^@o|<`A3Cr z3vo3;(u~rkvP;y9XX-VMgh9RJW#%j8B`bYD7B4yYD(p}r?y}#A(JbfhG~9B1)3$HD zH_{Hh1hgL`5=tGZ-!jttAdn~(hMut+b#{x#qT^=Kk$$s{6>iwhfv?1%l|I?j5J zKF6w``z+4=`amSf`|!gDN2Y{@s%xV2I{G12MQ$|Lo4S#~L0?NTpA6Gvv!q~C@?5Nq z2kgHrY@4#FsrzUP3t3kVZkrB+9A?ek&E3p57G6Reyf)c4Mb3x0Hy74Zb(GVEh+h*w z2)svQFpo1S*A{I#kE3$<=)Slg5s_uw4DRim@Ab*$+9aZ%X>+z@+s|ZqHcMLG!41nfJ0IiucvE1YBiTrXP=d=g zmx$$J-G27>5q?q3CzMwir7`!8HTKLZ0_S5*hu5}ZspM|lDx*Zvy zPwXB`?sq;hCrseD`K$?)6`QZKO5tLdbQS;INc=htu+~;LZPq2w(O3g zxA&B%+s{9YCrK8DMZFZ|&CGhG3e4SmXH3fs0sHIU)6bti=YFMiX2cL(qbPlw{;h3n zE<!g`6)6AOC&*np)_?hYwv3 zm%LB6h^gc>AM*W?z}=ZC!I|Pl z5}nEG^lUULY!B*Ulo+YiYBWTq%y{PT)7$m8JT1L&t=Bxy4}L{jS95<8un-!v=(3Te};-{gOz}zZLEe?2q)#`gIQXn1+Tu}e} z`X!A44h|7%v4GrP5!R>Ca)r$Lu~9^vuQ9*ls#CG6(6|xd1<5$Q(N>?lyOsLxRz8&l zc7|Oo;mOy0G}NBJjZ@EQ1*CGYv|{7#KKM2dS{p}&W;o<3ERU`PR_1%0Pr-gtpKw5X zw;dl|d`oUN8vZlD6&)f;gNbt=L*hLhvr~qP*G%t8Q~Fo;#l-Vf0(@7J1R`oolOVt5 zPmSi;8EtVH=q}+uZLfX4tk0M}Y#C+E_m24$i6#hck8d`r)WUsyFUd6WJlkPtDMv;& z?V`4Ea>B!9h?oU#%EJ8BT`z$*>yh{hwoR;V0%;FDJ}{y_(EYkXq6l883+4uD5myC& z=zFYR-baJ%$Rq3TM?SYCKRo3xUV#YtqLi);#zdlC!1$szw1lQ!pDUPXxIj_ph6qDb zZ(seTyw$@Tl@X4BC+*9fwo(Bbytm;~pO2>cGM2@M*27Dm>WfBH`;YXRuM&>fCkQXm zQ{Qz?a^Jboe)+bI!>cuua98@);uY3OJDVsff`awy&&}Nw(c`(Ro94*@PhMP_+wGC` zwj&#_g9f8tU$=wolH&GJ{pCD;+uMs8L_O&0y@%=hMh|SI3T&6-j}W@q8W+b_J^YJcU2SNHgr4-Wn;S$P4AQrYsD@a)K%14p!ex|Pl>gL_g}_ZXYFZsgk6ZJtzcQt z$gvWKnU-uX;~8V&t&n6TBFns*8FR1=3Lo7GnOB&W1kO7lH#hcw&Eq^Gsr2iu8Ec;l zeVk?YA{mLloRzXaej_nk^U9O#)w_p=YaB-PD`om(w1i$>Klx}xUy_@u0z*EqnB z=(;ScP{#v5Bk3yXA{fM#K)#C@f_-%L;n@UBpDPs-wN!uAfN|+0?@RgSJ)sj=X<;J< zibGJ&*DYINq^6}&QBe&I4H2KozUq4Y1bB1LA3U)9m__3x`}IXA?yHbkW_rxEU_WxK z>IF$gcbq$^`xEzmws_IcTo2&C-+si@%y0j8(2d;*6=qnf2br*xxf! zVyu3rjaF^V)Kp|W#M70hYLJ+E@*wbiB#laow(hgtgYkE=2O*PMd`|O6c?j0mnQbXK zO1fEpfCe+Mhzs}U<|&34Q)6OK9pqg(pC@L@H%#)){#Hp$NL_d8)LHh+zK;$9UMc4oGijyfDlU)1fn0DNVo)qx&bV@R&6XX2hd!^V3M)fc%K}34qWZ zP#WRNZ?{-ZaL({1FrCY3b1m_6`P<=fwgZn-qe<$Y@08~udT=7<=UsvUrdU{+)A(tj zaReCwiPF7Q^G)g961 zW4GLAP$1=jg*@Qq{9O>~<)5%cYM;vT0K@i1fb#y|u_Nw)^Z+_6d3kw3K|yTnkYEA| z9W5=t7iY{*c%*QM9tcQfCgLJaPHY#ONy(agccWjrg+J4X2P7;TEUaBik#4cog>GB? zqYeo|Jb3LdeA3uRv^QT#1*@#AtRuicf`x@8u|M~Da!*92elpR6?t$A(@mxSE>op}d zBX(`JkBeMw$&!ii^I9yIC&y6Q%k>xnVkmBI?f^L))1L@xe3P#urqxdZ?&P;n9`yS9 z8mP~+4Dr1kP7@3Y3QCgQ)|P!S^Rebqqo|xuK{-tzFQPgoCI%?ew$mt~II;AluC}Jy zZoaR+N)IC(t1z;H5K0*=_r=&aKyx^t)-e03QAJ7ow+hkgeDNb{lE9t^FOUl1VPOYL zZQ+`&(hok+Zr93Z_*@ln!CZg}oj`5Y;s%^xe?j#rgl1aI6PE9U&i=UW57@?+sy^YU z2?zQu5V^?(0s1U8;kM&gc4q zZ`n)Dxizz6ZhpQv9a5co{hOLZ6aO;F@&-&RwhzxE$GJa8s}hgfl=-KtR~bgV9gFAX z?HyNSzcX1>V>a}Wil@+Sc3MT)*YurxFKJ*Qzg*cwyA=oT)O+BC>(HvaA!Ww-rRG;& zX8aa@a8RxgG*O_O!EOFy#~Xum9tLCCR1P13Bzd3r8%x=c(|1n^V9<);r8Fygm9p9F zT8x63#c>k(AE>KliDWrAI;!PEUvQfZrU_~~-+%h);(WNIWu}1gh7G7f?y;n_YN0L=8FeC5O<9wuF^RwT#Eb~Uc@Iym(feN_N%CV=;{oqDbZXr$tX5)s(Gl{N6DHNa1Q$ezKjbu}*fw?jiO zHU41h_GGUi0?)WOnPV?O>K7N)#Kc^Am+qk zzP26CL%F_eINTR7*W)lJw6eI*H99Xfbn5HwB8YRlh}u-{(eJ)gF_OTbk|WU-#d$77 zdehE8xBlr{KzMh`K>7rsN$~g|2*U*u)St~`eZ3`g@c7vAB$tBx&(W_`52@dOi#W~D z>hF0?ELj{&ED3)}LKd4fo^&s_ekrS5dKpo?v{a!^)yyt*lE!;RJ{c5g_z){pbg)+nisLf=F#Q>}nnu+LL=0*QiH7ACDsjUmQ8YyE0Ym~NRXq;mr?CQ(5)0^JGaJcyVCWRNj9haSRkqk0Y=9A6!TaNmzyoi_}=Ta zs{AGUCKhB=JocK1)0(-}H-XKEhf}k+O@#YrPB0S|$E9R;#>u3oW`8&$D7_=c`kC7hz{3YZy z(Zc}RC(572^H!w&iF_HfH)FmBAdZ%v98s%g4a4)X@Sg#5B(7-Kn{62K!3&0&+D%3< zu`+Vyw6(KJcDc-ngsjDgM0Cr&I-0MHQ#m+t)nDU^XZF%+PECl)SbmUCx}yB)gB5MZ zdNOpGyzKdO7mi9wwbbw2Le8uG-#;av_fdnNn|m}2O`OuA6s)Dm6FEm`^UO1z5ZNIOehz@s&4)i=Q*;w z#m=1ZfN%taF83YX-TV45?*wO|uNh$rDZJXKGm{n+5ESIIoW$vPjI-H#;ZaK8N^qQ*$tzygdQq6ZIDX%rs- z#tt=L(pWqux^q9N`+{+$e^Ab4Nnn!`|GQ*~dB4dzB@@y3BA*?TVk3|8`k34%WwbuD znLFg<$pcfOpJO_P-e*trk}@AD0*yvfQ`0fW=8Aq)hYArwO|za&Rgu>^#g={8{S*uI zG%4;^SV`N6#C9cM+0Bw4OgK3cn!2bOC!Zvz`lA4R-sA2D*3l}2CC?n`^-O6ssQD+M zz7Cms-_LdI5?41_f+O${+F0$*BEF=3|4ECB_o$3R$}eo|mL8*B)15>Q;aG6Z>6TR7 zmukRmX&mv6qnZEtJ?=bt+WWCQVc1@eHmA5H3H3}k2F}CZM<)q9kPM4T z#i-o26L9u7`S$b4gAB#+cExX<-uYW^7-u&z&g=ba#2cw7IV7vTtA_6O5SkvKxQV1J zJsY7jzWr+_9th1bJF8p!JZk2A5k%o_pkFBwrvtM|F{K(thZ%D<+J_w5K zJV%4UR&DPZkkeJk=yM}-Y_p_#QRlO>3$dTx z#n-g%`@&WgMrxw}M?wkKQ}=05c@F3PgyefEvctE}{p5QQWCQ}HHZy+*_*oZa6AXH2 zpFbJ@TNo)$1fwCwd`8p+#`N!E#1+3a^l71;t0K?PR^_lG)CrXK=d?DBjn|Jmas zvb)xDZL;#WumCkS{;1GHarYUe;Dx+gh@mrv`K+q-lPQOs)cjyTWYb7lArZaRY6nVM zvsELn?bIk*Em0{6o`-4e5Mhraw@I#=cs=VTGArOK(7jka{ItvRI0v60(9e*f?|Gq5 zMbnBis`vs5v-EW2ymDBozQ%VOEwd@hzj5B3Eb7EqBz{DWZdAkOc@Jo=%3F%^ApxyT zvt@1J&F@%fz7<;4U3SU{88K`@2>#D-wVS!WBwKCLduB;zqYw~V2(ow;{OGv&t2DHu5C`ibX%HI#@C zeIyce78xdww>2un0zF8Dl6FYkF7JSjQD$lQ78|fGFX^ybeEqR-4Po=xzN~>{pm8@)t<;#c7^k}V)g{A zR(wunK@|KlnL(`G$PBylE-&<71Nvk{hY(}@vQeBNZl$*+pD5ZP!zF3gZH*AZ;#(b=x zc^(|hh%nr5{If(|*y5NN{@9lkLXzV_yiZ@g6!pGxTK}cr>gJHZu4ie#NBXHxdE`A` z7fXSR9<@qVv)lzPGd4)ORF% zFKH~d{05btJu!d3BBp*XSBN3puS%8XrA&7<_0mx;9WB4d>6a*waICqqq-2-h{Z~qr zRz^AwylZSv9{p2cSfPGzD67~BTcMyXilYbhc$u%ZX|sH`(*J~7neZe&^`!g!a&pYh zPfW>$B$=p?^8V^1?iue2AiSAsxEhUne|*EhE`IeMz8JEph8WfxZb{WE)DR08Ug)1` zj|+)x2+tEc_YdSF2V{R8xg1;3(e84z#=eX|Lh|j=uW}9Ux}Ed`yq4J%Q5e*A11Ce@ zhT_+Q63^D6AUQxAOh+0Araft<1s)1UsjuwttYqRS&#jZ<&oU0QQNZb9*GO_ZZ2T ztVIouhwZjbDtXQ)8@;4c80Y)PyB>0M>$M6xzL-3~b<0{*OoB2Q6~O=dNWFMg z`hh%7q#e(te6wsiM^MXJ`F@^^Pld#(H##&1M;K>VMBtDh^WUS)?^5d1;yjZRAK&b3 zC~wPv&?`GPq@$EexR%`B*b3L#G2^}K+AGE#-)aqApQhd&?K<=3>#K~Ktddg8XjUGk zc^QcXKc#(gcO`j=cS1T9Sc&K}`bEhT{q?J@-{k8x^;goK?+{nWG8>Tsu`ZsjQ)`q2mWQI5;9KyFToImh2(qSEPtWhRcPK)z2@pP^msp|EnHVOKz!J_;>ZU z6qrBiVTcs$VoL7Ff|_N_1^@5@54xyR&?ES_dteOuNOcj?c<3o@g6~IBXlY8hh-dPD zfsA=GoeHzFH_z5uvqf0rotagOh7r+$(Xdg+{iP&`@#pll{%UJB=XrFp^zGhm0D9%O z0x%+7Ptaw~TCkkV9qjwd<6@I*V9+G>HLTUsPIh(zb?$Xtwa5+c<)8SY?lO0_m(gC+pzovciU9{22-0wtRQ8+ymWL2HyO3u|zB-vFJ2`ACz*YWDzQbci_@>I>+=VnHq6?c7CgcbzIzm?v)eyIRerC z$_5}dS4!n}r{Y6lStb@uR>2V=xy$6jObPw)m0@%-b70o+!lb81lrzvWD4#OwzGHxo z2=xC;=GIpg8+DisBJ55o3uDSSh*sEGqul%h)7QtwzhatD1~TkZoM5(hjn|>eYaQ}{ z-C$4q6X~iI-KvFqj$^}pKh=NDEpffIs|UzIv%!)RYXNWGBvvzx0s+135`zR{6l9$2 z$1KU>2jA!t`j}(UP0$tHD5#C$KfaOyW1lp=81$d2#Q_*Qm}m-mdh55+m;o13t9YuC zfX#(TE(D>$i2X7L4F|_nLg{_CWQxfpF$V-B{KNpMSQ?sARTTJHNEGmd$YV%`{xd}X z-!TxB|MWCg;JhLH9+Z5*mv2EIh^yxj2d^Z{Hr#fi)ylP0HI6F82w$c!PD(HiB+GjG zwcwoW>|I=J7OTjCpIZD>Hkbp35d@`B+F{BXt9-Mxh*>FTH&!{ggiHvw223*~h_;I4 zVo|>n;o{Jpw)MM;==3;yI>^r-nAc|6P=)j^?2a|rCSN-P?FNLx(V10&nTX=Ko8o!Q za>*nf!Z}q#D$uhvr&cbL!4^0@Sh#rL?k&}G~F0{wT36fUB z+-Cd>cRln3je0Lr(`Cxx`LKuF(UfR4gvRrJNZn#%BL5`X)(>Y+Nav))(;FExu0qWvY`3A-wb>@IVRt)QrTl_gFZp3Otl zPaX|7WbxnYKelD&d#oYr(B#s9SB%Emp0MXYIo5Obxf>C;#0>OhZBsT+gR#=cVeUJL zf{%0k_ZRP3ij-D>4{dC=n4!+Tv^3_f2t_0t8u$mVW5H@9oM!a*E=oRI0;gIGdLvjI zVmK{%xjlYR9?1F_@)3UoiIIDXd*VI0F5NOC=2z}}at+YAd@hS)v9Im|V%%R64&^G1^48p!)L-Ag`VyLX!oYhaAW|*vTj`sg>muS|tF+9=121E8 z^iqGdy?YMF|GUVE5!h~I0t61I$`HzqKBgsIyl%JoO#Tz{3R~@cBdkHi5Y&9j+_Fj& z*HL~E#iL_KdUcozW$Q&rA*c>>bU+dVmj$Z>`#Ke9?-%077PmrBoQ3XRQ5jL3Uh8+d zk%`tR$#_r8xhfW%_7qpwvt&=(eULYMozKL4!_S{Tn*yzjj8rQ1+Lr5&xK{8&b>zKs z@e3BFG;S;iuVJ0H<15Qo9Uzq`gd#?kJ_4vDL`%i;)Ri92$Fm=ywn3ENj&sPPGP_2; zL5dd0trp6*YPgoOhoA8@FIBhHS!mJke7ZdeMEqser?|fJ zgMS*>)ja7p2xhH}(bVf&c3Yb&DSmz*VVG@%X0<$@P%*b$q8cFB$xCtjiq$25zgD(br_Kion$ZFdP3$k^T>@en74!54xjF)K=SDd< zBfubP@qK?IEo40??{ND(G+Qt7VS1$TZWK2~7ukDqd70o$>-6-rysT_=bkwXztQ0{y zSXIKWP9!lWj*+5$T?6K1zTbW1uS-_j@tXzHicLET!Ak192D>HXq;I~S`nIgm%EOswzK^Z%^4y@jop}U_VYH)~9|>H4iqss{RdZbLxP_o|W}oQPI!u zQV~Qd=oOaF;+2=E0mf~&+Y(9no0*xZ|0R)bl9OVCtRD?34DD0|D@YAqKF9<9%db1x zy1wM$(*G9CVMWyhB_lBOhW)VT#b(!9t7})FoA@V?L(=Sop0KR!C}0gIdg2feAW}^u zVkaUw7VI4S5DL~Hf+pMsz2~cnBr4@aP5-x&gMJdIkZbK3!_7mzlKW#_Mwp1ffR4NP zUoHno-|su#X+^6%?`<@Swfu9n44kr5$gxGyvjWf`HAQA~LeEO6X!lqV{%7+2ur5-Z zVpd0MrYf3*<54mDl8zXxUaoc91xHF_Dl02nS6i!+Q`De|O}uM0`29$zzM)FlUGBfP zkIhq^4uQab-lSsl{gWtrj2$A4hl!c1^O=v2u(k1cHpg0T-K2v2_yA5wJG}TW%V&M9 z)}$*U;fmKprJqd^c_+OLPJ4MLI3o*{hurvmSLs<)pFv7F;mGXH@qj{50tf)H`*8n1 zg~G4Tqy7636F(j!SyOuUfw#iXL`uFv4*2J*y^#&?dtH-{Hmgla6yHidiMTu!(+&BW zeCJ8bxKwa?T6(@mcI#JL`OZ~2UXeM$;b6Vid(DIEO41h_hl)W4r5U=ZJcs$&Zab!a z!*`tz>~&lnSXxO*%xOacZF58``L=#94tYp87xaAVv?aZ+1=f5i)kI-n^pzJtn+I!k z6>4qq!7TW`KW4B=cK>QyxGw)ksKvvp!NZfo9SH6I-B=9hWPd19ND0$B&fUpnRgT|_m8-1ZX{ z&smMkbaVzK%m%5AHPmTY>W}yMf3W)i59h0`2!Zq#$1W=NXeueO~2R?r^zw#^)(1#K8tN;6S5o6g9`Wk&hsvPFaq2GiGS;rq$H3m#y_-OB6-Oy03z8RLYno zLWO>rt&TGk4jMRbb-J??6AEVx?O+q1Qyu@(m$ zJ)ayr=}$0_RA~L z5m4CO4$~H3E^C_W1m==)0jh0s#nJSbTaoivgB#NrUy7F`x|N9fvxmDzzZTMMEyha@q|AHPE#lp_jQLK3NpPQGaP;hS`fxd?3uacsR zyVDf|0|U3jsy1-Rw4>wG5qAA&QfOG&E6_X%#+V)pN8@#%*1$ZvWJZ>;Qck)LgH?Zp z0e&XsZPp%na)l7Sm>4t3voIqoemjvd8Q~kAGFpic**<)Npbc3hV)iCAC3H2ly+MF2 zBy#5EG4_621oKLyfCvFKY9+xAY-TNTvCF<2?pEy?s@VR~d-qRllbnc_;vj|>rC2}A z!QvzBJYw~7(SXwCrJWg;rq*C-iyPd=e;s4qfWCN{o@YGf+T~RZ9q(_RcmI~YzQ5E0 zpO&#-e6Y?KJCA$+er{d$y#f<{pw|44`oP_MnQOngh3_iQYLDZ!XTJADN<~FQm`LEE z-wP+n7Y2+XSTX2)F-7(=X|pBS`o1Y>0ujf#{XAqqJk2J;h?~|#glr0x3>TBZkXVi41h7UR%uU`^<1*xDk@$rNGUu0ukb#!z#HERIj z0XXjKk|LB+jv6yTOMFG9fae>qCuj+0*LG(zb_WRqYA-O=3p9!&O1WZhDd6fw04qL7 z2<1NwHE>g9=0Eip_dk1<6_fJ6)pwTclWI9=+iwJ@c96uNU9iYgtXhi0sSI@Yv!WOv`EE0`?m1i*ZXElG8-IB zwtx(F2Urg<=&+Py3^W z@H@N`ZKyR)CEV)NF$JxhvkP_Sa`fdaU^91fd#E-VppyOF8N*8a)yE6ij|Dt#{D{k6 zqZ10`(uO%dRi456SyU)NZ@R=jf1ywOZ7I^$L{>J{uCkMlu9%1j3bwnxj8_m0kBQ0p z>f2t=ab4{Gc(qroQrKWVv!7<$KDED3beM=5IejxL@G01U9Pu21aSJh-jYTrRsJCAn z4YdU~P%9SqlZ6U7E-B^1ytZwIfTzn`iR$7>XFL!f@_fNMUsFmgR&T61&*S-}w5Pr9UBBNCzuJ4~w$&7LQ+ zPU_Z&$7(#d)f2iUzn@~7*@g9c$a21{>v$^)pDivfZuYn#IvV8=RQV;}us|55oW@ym zR76h^xPXXI)Csht_9&Ng^R%UUh z6>*$8=|e(Us`8@PdrVI%z`Tixh*<9M{pynR*i)|EXozAznJuiLJ#zVmRr%>!SO}tno&hcMaVDMG=N}`+tRdnQeHa4 z6(PoYAQwqJQ`x1^uJFCSX}L*-wpUlkRQ{JDW+X1Y+(-4D(?7==vv(-jB@j>+^^bc0f4DCjn^6_@*(K_NDHa4#IsH;pBRAU>fS~vVtG8tA$ zpu^LnZ+^VjPnYFIj`}LA-=3wLT~OAa-VBLjX`OOIith9V{DfR_`t#fxOoGeXh;(Y8 zRQ%&;hGHR_QuC?>q8f{C-<(He?mrXCBDLg;phDfL@;V>a84aM?Z4dsUcoYSm8PF-U zB+}q;XG0lbQUK!@!>czktN|v(5js7sL3E3d>zbo7H!rVG zHlrZ5!*NoI%=#G8SSa3ZX9UUVwRwP&SkDOPj;+@J@|3X?fp^mwK$Licl@dw(qzx>N zCMkXRh}V=`ABGA`GQP^adu}A_X5D&MGwq0BDYP0XygIXYt@f9SzHFhYfcTbs>%n$m=%w=lvx@x1-HVmo>tR}Gv|oD%;4S{hK6`=Gfnle>mK z7<%rj96=R&XR^k{5e)UI^J6f9JM^|P4n2bpUnI6DhkqG+Yi1ETbm%oZw`yQ52e*Mr z4)>z^Qk6lVGW65%PYqYiI_`ib#S(n71CPI2uuf;sw%;BGzHdK%#gZrbD0z>Y4pfx` zV9Glzy`$WcAU2T$$Y4+CHYLjVjL>tbtdmuq-+#I~(pU%O#0e|ypwdHQ2$KLXj+;gQaS6^ut&w?#bgq9w?lexJ*6A`x80UdKOHVNrVdJAu! zNc!)`bKiF)E);<020wc6_N=D%BXdhUsE31$k6!scz1WeqGI<}d>kU3)47(O8bAi&jm#9t_1KlH z#@Eexx6-$C*3O{T3|Ha%Ncc=1zr8*KSWtDxcqhHpi&Q*?|-=UCj2@g!u8hoH& zvD&%em7;A?#(lO?kd3wI672l)azxHz(PW>G|8_dJa_0W@2KZrlY0a87)6SKs&z&ahJ%bQFrmJD-!v%^b3 zOEBnnVj|3h?C^*7>v6s&!R(KDt8aUfrp!IUVc!7Mm1OqAL`kHXNbn+oUbDlOZs%?4 zmWXBh0n~lF+8_Uv+gxa^Z=()B(n;S*0po&?9i@dmEC%cIbWbQ+vp+p433Nkoak2OF zohmFo3k<*wSA6{UQil9haSRKlZSsQzD6&WrIJHDn-B=ozx)PsHy`JYOhZvuKBO@rd zNRTjU+a?mzT~LdzjD+dWSdPBHxSuMiQV|CB=HE8!m4;!to=Q(UyQ=DDq%O4g-Lm?5R7!moYwW${$*YTT5 zoM9n6_KKL~jPTu@gLpW#nG`e0UJ@B-R&}rUUZ75DxGm`w9lykHPLX^xwyCKJ_q!KH zBrzNsNm*I)#W(l`ZM%i1enQ)#4n7@P7gHS9oJFb--dZPmF7=-YJR*YUpdYQ>ZVM8e z>vF_BQgcYE_=6f)y=;g7>PH=UQVuTms3#7Z}?|xB8CO9@&En(^zLulzj`B6s82wPq4 zY_>NB>l2N3N_L0`h4qGviy{yWN>PcpnJNBkW0i*;vYU<*k&==Y`_u>peD}TuF>WPt zR746mJ<@YS95M@Z?#e`dY-u`b-8;n+}=l?U)W=+Kjm_QjuGpE>N(GTcgSfmjC$dx1Pdu%zdF!^aUKZ7^Q1{@Dh+x)oW3TzM7|%cch*Un z3D(8Q`gIURUW| zZrBjiK000JG*o|^%+rbj5@{LUh#8TptzDN5B~O}?9Ff)Bp4%a5s44S}c4ZX6YPFp$ z`sI-Lc8x|S?&|S$cj4tLrCl&AOYCo%a_~`D)KguX54TN!i=V?OEN*1`XQ@bV@mL5C z7a=Ey#3Et$I(Mj*HYkjX6xp(Y`?Ete+aj~G_I>J(7@@XH3@61c=j+*-%lHCKtjfJ&r2tZM0#P@ln4srDgG0x!+vxw8*SsIy5fx@n&Lc{MkqwtxI-^cb|7Wz+rGej{( zLKv*7J#y?8U8m9SfA5X+dCoUIzD#U%yw#t3GQHdD>ZPM`Eptm48n+vj=7>Z$O9kQ^ zr$QdqmuE2S@ugB=2*`dAiF>7LbWBbi%}7}TjPY-@_AE8jb~g{n=kcDF8mm?NqPy&dkB=F5Z_L=(Fy2QRU?yPBTU zc~^=I&laD8sjjKVWd|>h`0IDH*Y8$E7+`2L!B%$Sw*K*<62BdlYO1jJ2l+)#uk+aa z?(W6MZtR8;ey__Qw(A9I!$@}zk9*qgf{fwFs3$^I`QUlfw~Rm_pok6=MyD@pUtlaB zJUo?=AkmgSBGNOBX!JgW@Z0;tD?aJ0jXv5;+eG$@fL{IWV!IKo8)o(9lCbXD&A&f& z5ph_U|k|7$3N}ku#dfpys*Pqb~ zt&Uo2I-%F$^9p$ETRysp9>aU~S(uU0M!kMaZHYR(SA`NB3mQ3aXrwW(LGFzB&rH7C z!hOuL#7pM$bh;@Kb%$mich(QjJtX;Mt11hNQNJ{M`dyh5a*89zj!oft=!GNB8IyVLh2`a9hu&}V6o?aj<%5tqKT8C=x4@5;&tK1)&OD4Vo z|1|E#TG!?Nh1}WD@@-i_vd67gtJFSVyj`#H5b3EroK!016kXQ94>E@ZPzL6agFcra z$hXy*&%hQ|ZguH^lzx(aeLF6#{Cu-e+3^-}@}&e@Y1e;2WTCw@MaEL6+tE3rL9%?B zbvQlM+jM6g0*_5ZGdDGuKx||YeRgwW+b4WE1jH2aZ?#pGLf{_UTi92f$ewksIK=GZ zayooeJw+aoQ9jBQp?CeX=P|zA?o$nQFF{8P8tD0$ks}%kSQFwVWrmpAB;&ghmq>I5 zOh}dTkxI=~Wvu;$d%`4H1*mUh`G_yu9A=IXSA&0ljTC(PHx7UTOO}deW>~Z>8MWkY zp~rtH#UuA`Pdu8~#pI|lD~#s)XlyyY`D4wI3w%0OB6l*<=+%HO<2|;oHxv>5x7K>U z-sV|4M*HIegHbG5jK|*)4`XS1L$W^3VZ@p7mQ&1PeO8`2Ko?)BTj-2;R>G2299cnjj& zVDfl9dC(w(6vQXcbR`MsG|_$pKpxNw&_>(@2w|nsR^7mS)qA+Ld&YCn zPR*=pg=zrHCIWIucFVt72kpd3A7sBWgWYCm63UcPLSwbKc|VQZ5d|U_F}va>-vv55 zew7SCRKnmf1@}v;9ly<3zh|?ls%=!)NF71eyh}e*eCv$FxYtRHj2gPG6j{Wo)Chzo;~(Z&^bI~PRK_z= zHxDYmTLW;}Dtt5&DAp5QmbJV!dG-c}P56%P8sfflV4>^|Dl+Yj>xC;wA-WS{Kb{o; z;n9b@p{OEZxwciUhv+nRA+zHF*246`Fw_9Ghr5V}gc0VDz8E}E-@>f&pJ)^BI^Wt0 zsg&$<2Lg$>K6ng3Hxky!^1713|A2mIbGF)CU0qE}OB)vC{cn-wAzR{um3Vh1YneV# zL08CCv*SVg``a^sI??fU!w`V3%kZRa3ji` z8d&g5x^RGs>x_j-S1Gc7Wji~g?yisCi^M9u>a;ZHEqs+ zZg(q>E$2Mu@P88u_!d{zf2itYG0Kcl^wxlYW4S+()nU*ByDr=-rdMMe9vRsHs2A7Q zN~eHK=~jP%8hO2#n69Is{i?d1&=>@G4^>bhljzA0q>ODkW;Bg*PeDYBzTktNp*Ahg z6YI;dPOAOp-Sn7wq6^p3>$wwoyXBBb6pyA&ap2Z6zC^50WxU;ffrSx;vhJ_5Nh3qO ziuw9B_$z>=)#X&{)E!;*qvY?2>;17EjzEhX1~pcaGZnATI=TZ4+Zfv@?kjoA2$J~N z@E2>C%WOHcIi%1fEU_#Y6rVpofG}w6o7Aau2-UeO`x}Nl&)Y(W9UUF3$2H8emh45u z!JrfQugpqxL7ghln2Z=I6hpe06 zZgtD$<-O0Z{_f%n90^W=LL3mct?uAb^~%(=v>tX&w)hu#_>*`*Uj&ENgd=&G$rq=w z%;-FpWBx5>z6ItRSCN?#-L}D_dgf0OffDgG2!sUQt?BXE;~8;WuzYQqlL^CIV`8hj zD>xs!=btKH@Ky;g39q2@RTpAQa*Or9Y2(Z0>)8y|U?KbayF2qOD(n#|v}|PQ2#cbN zO<_*{rXPhWS#Ll}jOW|qfk9NVpej~X%>%r_fBGXh!l6d#w^736;S+Fo*+R$H-K9Fr@8K-*1UH-_Pnk!OorwGPwFKA~jr zIKmRn?|GtMB)I`#H5ehhP%oL5i#+?wr?BDPPtJEpCYkr3q1QeiL4=d!1iWU?j&CF^ zL*)-DG355lx!%-PslAIO8#f3@DXnVaQ$I_^u+qdkkWRx?J2t;vQY1uVY*I8aL`6qo zA%UmYWBa--f`&y$`3<(P?a5j73p5O>t+ehYp(EABgBKaPe&JpuG&VL?)LSQlh#4)o`Szlsz-h`-080z znTY<~nPJPB+^qQn-8fBOOtoHoWC|@7XsDI*5US{IF`w;o*DC%<18Mx&N^X--{Io)~ zI5{~L63&`!mV0Hy8*Ul|LulWWT8OJ=gPm*QxdIK>$EBJH=>1)e5NbZfp zSs_ZbrX;!n-ZQv9)eOhEu8Qs+-G$xjMZbFjTs4y*wfM#g^0SpxZYL73S{#iPX8F?I zMPj^KvM@?c6&*9mqm!z@X+d&JE7fZ~)Ev3>?A`5Pze?mj9ESA^5D% ziJw#+frxS2EEP}1jTma#-GW0bmrYJ$+LBjZcoL|KBguGtcf&uHo8$=oZa!6?$6B7% zObl5mCA)TQ%gv=AVm-|p?{%@QM?AvXV~^XXNAu-`ZTf{$=j3BxRq!T z_Xqh2X0p7yM=x*o!G(dzJi2=zv7~+m2H&9niVre=h&5J%VcKB&Z52IUjV5w<==~yV ze-{CC)c5zYCOQGN!`#H?a;?y7TQ)E|ROKxdJ6 z6k-)+!teO>?t1BR*2QyRySv`;n~}mY!urO#+aNBS)u>6wZzA=1bM%g?5O}q#i;GVC z4j@>lQoF3m6ihW4o0dk1Eh=8@*XWhh{1dBPwZ(}GKKa)Xy#cL`0%H+}hwVi&+pKP| z7^UB?{TP_=bG!=PJI4?4jF#KVycfsaPKmjL@)jQZZVBxZjWw$J@hsO9@O!Ww&~+6L zomwE9(jO&yRJP(rc@?0``+XQkboTgyn&=2u0gqq8Z^y#+ImDFY_jd73l&%B`$>j}y z^!$!h6G#Ukjh1)e>Cc9WYY_e_Uq_q*gG9orLh@mIR^fIi(t`lw{z=vz1~IY2`x_e< zd?4r7qiS`piiS1o*x$U(4J22`_vo*^TVat0cT#Ji+arS=&`G=zG|qI>3(2WY{4XcP zMGLjBRz*R#Ckvq=LFzt}i@(!NAfmxQP$xt*Qzn`5GHtNsn-CVc=oECt{nm20GFI3b zWGhv_Gd(H1W=(h=M$F`xo~j1jKh(v8V3d;9IPk;QvdLRc1`Kx;9xir;ADNn4e|&?v zzT-eIF&HdmzO0@HnUSIW?uv-Ypl)$>CLratk+{0L9PM*{7SCN-Q1s^$Wq(rbQzMpi zK6w}9C3#+n(ET-1!$#+rnAb&yOE@AuP{L6pRw;gEV|u=Rr+G8qXEwK7-R2!n^1>V* z91OEK`B2ww@dDaD8@M@|*`oPah_qEw3J7~~F%l5SED*m#K+AxK^;4lSE6NN1Z3q{< zmn!>g;k>P_lHe*Y+y9+hds8N*K+N~cW>t}_Ql;-uV62bDp3-o$<{4jwUJTk|Ov@f8F^uctHLx@J*Fgj8vE<3@z^a zgUMKIDB4+e%uo6CpN#8_axYd^a(x}UfzRUVwU`d9SdKNA=Nm?3>~|8vCU0*j%g4TBGg8fAYc_%1OutIPCBoQ~Gg$)K@l@J^WnpedGOg z!?LoiK*xPlz0@1ris@0-GPV2 z!p7#_vD?O0hFJbjyS2fsZ#aj8-Vo1PUr3Q0bNxD=#N)wxn$U1gh5RgC$a1ANG}vGu z7+oyj9LOZSL)RZK|K34j|EGyfOy_T)q@|?ffUam@qRo z82RxDvN#{K`O!M`#<-BH?wda2!zFG@@}vqac(-f-yOT_~>$_W+kZb(5so>s#GA|Y0 zU5t;CUh*p}?UA=3{G{7Q7Udhzjm^S$sgs5byc^lIr9k3afXd}|Bm21e)|)s}x4W}+ zWa{9^xW6ImV|Sm#QXZ+wa(O%pbHGtsb;;gn&sA%IIEVH`7G+ozlr4g1?S@7I`Kg%K z$DX7#bzF?zoyl!)I9sFyzc2(7dIH@WxUiVaaW4cVSq0BfDYPBQ)Q-nuC??*y>9ob| z!;_Jpgf!fAbr6FRjL7w``Q^A!lCRO6^#s&Fn(vLtAx3{M?!CmndkQ)gSN(;dV})L8 zoOmM%a}sW92K{SUOqU5t>8xpg@U3+6b7agiJFO?`=6Q~EZcOhT z0#9y0MIj93$A_8jEZ#kOfRQ3cy@|cx%#GHK)8CAmnT@s`{wt;5>qm)LF#i?xp@KW- z{m~5EN2yHref+ssEu+E*pntohs>$c!7<{(<8HKN^ZJAf!!J;`pHCS8zdzZ4d^2cL$ zDAhdJxmu8=9sOXTq4@dHmT-P(A3^@4m6fYO{DspVi^)Jh*m&d(?p0HF1;fh4!R2*| z0aJ>=LN_V|UR2oDGFXRX+|_Fh9T{F;EMRVwf;A1E@G6iso8OD>a_#; z#aqqt#&oa}d0tnY+xzQ%PfyQ?4D3n+pmK7<%{1BX{1}rahV+~t_eJ6YIoMk@*dqZC zwvXF@GLgn*+aE4s{bWT0(QvyrC|z*P-&@6>E;X^s?%>p&7hXCfCY073;5Exl1uN(b zYPATCFE!kiT<*)GHZ&E&gM-Zb@9A!7(F*w|NfU(s8ooJND+wn*VM|O{+ZO@JAbWv9 zPoyy3E;_2*C4cyqb%A*Q^NUq}LuiyK>W20u1@x>HB;Xsd z;EVn?o55m5;V`#98u+u`|`BS}wL0o;w5Ev}ezTywvCSaPXyl#fLBD-Oe1+sA2O!B3_F+KPg;R!N%GL=YLo8wOb?PFU`X%g+VckxbHI+wK_o0 z%@a+{-(57o`>`P=-1Es7j*gLnFXaSXWtr*VOH7WlwvvKBg{WSbj3l8DuzxctEu5~M zkHA5RL^N1ga{fpb6gN*B;2d}`sVyK<>vSLfbW!jKmoQ*$~O23XY~_Lsd( zY5g}rf)&KbkXg&^&Yx9VT$uduSzQ`c3+BuSqQNn{Nd$lj6g%Q)T~EyCqJO|e5%}l? z`C_nku<`zOzgTTl{q#rrZTJfB%o=N*!p99olAZIP{L@6p?usjkd0+@eLbGcu6}jv3kDG!NjHql3Ct*i0#H&J?1ulMD%Pq#tX6-nnk{>H)Qdi#*jCXZaPm8xS*$Kunkw5+>$PR2 zUl$#|VNv{6Eph7l+df&QboxWSK6QD)<_yx>%*NN)6;pMojRK4kI!L|8Vp|9LXlq(iQ486BCN-&S|xCYy&q}TTmRd-8M`5dSmWS{tL z3K6xEUZ+WMAsW0eF>x7i)g&FJDni+=Zn;{xc!R)NpO5$nRya8Se7)KRzrnwZpBY#* zf(9opuh`nYl^|!{x&J3*^!D;QyTQf~a-UUr*MsN%+OKE85m0n5cyPWVPuUU7%A8W@ z%eQ4)Xs8#6p4 z_Ot2;#lYg5Gc;v^2)!HaCwwCzSCOjTGa%UvRd1cmEY1dcuEsyp~9+4F{0>DGGBIJ3=TFKabjX3msj zk%-g9hEZ;XkHcK0&;}~-G{_&J0s*wWJ20Iu)A4-9H}-@m(%bd#Aj?%a{h->k5lNI`;u;7%cWBzhzz7?=>@P6Wcdl( z+~+1G(MW%%aoJVX)-^UZ)Or(8s@1lSG()D=p1B;ZD|II(MofK9mt9D>Za8qF(WFdZ zM8;p^|5#ZllKUiA^^yRfbBnl+a}37D*@|t)+#+Fv!=6}hsvKirc6U}gfyX8G%Kq8P zAGsKt;}FkzWW44CUI+Ti``^A~(apiHtyv~BnlfuBQ3NYg@TyUXg2is=x&Re33ji@Q zGc$9iB&aikln>MmgZ68RJO)^5YiEjYV07-fXSVS`+bA?<4id3SKG&<1%OBb0_2N?* zs~bLU@t(1BUeCV@wD#bONn3-l^Li2(+J5H zOuy3Rd2iePC_%e#3e#-t3AZ#^m^4~1Qik?+?u}#V^t3DF$wwzDsZIEpOdlgA>%SH6 zb89}6^}TPZfD^1u@-eaK0>~+VzlLOvq_UfT^2ArlDxqRs2Uk#^Z*-6fB93I~h(;wW z)taie!*{#J%7{PH&%~#)#-eyj52YhEmf<_UJOv4^0)VKak2ERt2osfL# zg%NL&{NhZKE!XBj@5ytzeE;>#c6ZrhH;vDlfU|o|%wds&;RTF8xZ(TmjZYFZAuRT> zZw&gMPf>RuI)N3;m_2})*cqwx2fqJD9qx~&4D;bI7n5v=z=oOqIv7CTaw(* z{#BPZm5%qEtEz_yszdo77XxXh<+4uH+}VN-yMvQCq8yXcmnyK4+?<>)Kw2mw%hoR# zgA2RY2G%YtCVGNUw)ro`Bimp%mFRI5H69APQw#oHNAoBonYjt&L_TG_1~qszXQkmR z(5jV8`48;?BgCFhjkAbD5vX0hF=B;Ob=}vo^hs>{@T^s#pGHCY= zk~-B4iZ=_fE{qejuP=680Wc9>i}78I(qH-vKaVqVrx&M7XH?GTZ9pXM;Dw+9qEPSV zm8DwDSr6%X^KRmtod%Ckt7TQOMc6_@n~;9lZ~6bp4atX*!^qA4DpA1lgj6pR!rLqX zuW4E9Rw4H?oz^7y=qPHw!zwZBk>I4rTTD95`+;1uC3Bfz93m`Lr6sDjrc6q zhA2)ea|;jn+ZQ>0z)}VUo6hH25y3|}$E6(yH8=j71&WdI;=@^jiVEFJ1`3|w_az}g zeu_@nTPhlAazEnT>~F&Cu}j}4d0PMdUuyc>yx(NQe~Ns4hmj~%VV4jpDo?=azFd4v zPOAU+w0>;oS8vk z>W;sE07={c(JSmJ8iM=?cri}cp2!O+TcX(IUXOdp!0yPjAn@2?lW0e2kq71>EqD|x zo7f9_t!!Tq;y%`L& z+&6%MMP^V(ru+B%-D^)bKANzj&>E|l>cgB-Ec_wEZlG}PpI?&z*OES&z5HKpIYGF@ zZ7Bra2F3ICIJitoN(w|=jPUy^sa08AFkGhKXaq+|%4b*%{*d$|uR0CGKA=+G{dGyFaI*9lF9m!T+W`-7LQy$;o=_v#m%e?U7|$? z4cf-u`tJK$Z?#loztew&{c%;LADq+L>M14$-R+-jLs!siZkhjivX5^}0&biF6DuoI zrQ2P>*VlKfBm)#N4h}v$0OkA@%2&C8QVhu3Li*tQ_ zt+;w_!f|)tQs{DhQ&_@b0KFy@Q7l=(QOaovyL>SzQmmDBf>?A5bp(&?Oyi)Np>Ac_a1b7C0+XQTOcSHI}pv zv5CfHK!FV?v1|`;uYr8J&4Tknw!fNBAuCliV4f|~TH!thC#Iwj2CD;z%>tANAQTq_ z3#nQLhna^qWdKOKhXx(L_tQ<4K~I%|GEgF9`51o+N-YdB2ohZia%a66QvOjsIX#WJ z)o46j%o!cC^m}hw3&2p0O+^4_^Wrnq0s=1x-lkR0eGl{yQ0}$@y%p2S0A4yuQ2I@s zVVD~_3{c)ALP=E!06mC4%BrerOZG>|Bw2_OTjuebB+Q%#s#~+k&`#2uASS1*>i>#s zlEDMMA)`MwHufPZV|rSszmEH>dFeAC=P_KWKa?}u!0K{Nt(pB+8v}wV=~Zfz=KDh+ zK}|U%RIIadX`nRJhOd#5)MIyO-MIm-qy)H|D48@`%wV^lHuKAbK%o`=>BdG-XiQ55 z@h6s11UYflPHktWZ+*Di^_IV+M?k>7Syd2x55#M0OWluYI2+%|KDCxJZuI-GU5W%LUN(LFBp!^y_cxYz4*K`^A68*efNZWOB^>^3&8i0X}Xg3%Y;n;AYmOxfWm z5{|Bj_OSu3dsfJ9NgkSkHe<6g%l$ai(N`5*pI)z01}AOU_smcN5pg#T^^-n8wC8KG z-DsZ>e5U6g__huOjVuJgN~i0sPpUaU?Ar;lZlBO8zJT$+o~z8%wL9#b(ZyCGa~Q~8 zY8rgh*;1f``_A7+;RcD>Umq>6yhG43cx1ky*YXNduNjOPM4t`_uH3Ose5{Q7KsJ9E zJHK{IbiDia8Y+_{IbUHkf0D1en4EV{dU z9HBG?z}Qfv14v=W`PYhBd%+Wym=i_vqf#KoPtbe^H+s0H8?;cvHIq+lz+_5S`a-zJVg^k__{?$Z z!Abk&IYyLTtyNz6vVfUSRYmrv)Suq^?zpyJsXx8T4msQ|IFx&U?rxBj?kPhB(DT;Ew$;VX}|*&kS=!_c+Bs#W1bRiI`K z<=^xsiX=RbsAQ#i`y}~c?_xc&t@_K3s`KD#2LZL3`;9?g=EXH~78RAFqoa0{JFD&) zQ4nFQO{wF6TxVJBA|I~2egc0?Ki>4FqE+8y9ZqEpg+}yv0 z$q5pp#z^mP<2auZKg2-{MWb2l=|{TCk0S8Z~1XVW#8P>vckfnh6C+09ix)r(yZ>@TO82z`;T|3BTfQ!hB@QpcHWz z;PinVFZJ12RBGsWZJ8cT-*AfqV#AuuV0i0fky;!ih!&9@ZL}=tXiGj%uMn9?3xI(A?^LmSel%FB|^5@h$shPehOe@>)HGY$6zguP>HrXuGfNemES#pP7k^)X9O*6pRx z2mvYwirf}QR#&8|4j_;v)`Bfs9VilzdUjdE^g1qBvZs@OOY@6D1`x${bMU$B3(tzn zE(cLIRfBsmX}St}UYy#Zz7(resE;pZCczO7W?cd7x&j$&QBoi5m^po-Ai+k$o~f7o z8fC6BoRU(iyX^t(K7XWC#O;0(88>e{|sYI-r zkWsNLRK)PxXSWp!49N0%owlgGdbmGYT7)z7mt=sjFKU}DS!7-$bA)w$Yf){FCg*Yt zME4_Vf#)aXm%kHux5)MovGuTywTrvBySuo}Ue4enFe%&xQ?`q(V0&8>fYrgA|inu znb0oGGhNL#9yxy0rk!23opC#tq6nx8b8rtmkVo~ zNUssits!1Lx6gwrF?4b8_2KG9QQLvVosEPlc9Vysz#Qt$Ys3=z28Z#%oD#XBbgn2u;9#do zdurVMhdvHh!@T_*(6;)V<;8|1zwz~3_lOFzY(YajjqL<77?RYbHwMjC?iPyb)lBye zYOlykbhqZ2c_^7YWa9i&8mzYGEGNw;CFr&~OJ(L)0@nkSJ_|5zgamS#NkGM+V)VU4 z7KfN6j7+zG_OZ^bYCKLDUr1HP-doeHWk3bAJMW$3+C*YBy9J3kms)@k1H(q|e6_G_ zLroUgm=v;PH#t?T#bJ27PeIn&)C%zfhGcmXn#<{{+B#8Sdtn8;RV2`4FL<|diaECx zl8O<{2fs@XhgB;PFB*;Cw7#zm>ZLKe(4z2?P5zsGU!Q1&@wQ*N>_EM6)MPFu+ zxq6VtKgz0||k{_e@Va=5Tfe`o5Cx8|PF^>E; zA`oY3>I(=2kmW02JsRXpKmcZ#C4T|;V>l@+AOiA_KO!Cq;t9$178f(|;+s7k>P-8$ zB1LNRigyvpnDPaq28_z|)G#U%rLw$a(Fyq@!cfT#l)PXbpVc!c-oHJdJD^y-oM^rj zZ-l^CE`*?iuN2}oS0j!qeUv*+Ch+H1fvNNGxT&&5<5{>}W&WVtwf-3f*yDr^MtM8l zr#fP%vI{{#Yj^exHBW~$PO3E5s7oU?e}tnu&YhG9?0zX5{(j1Ozb~!}7affI9DbLQ z1ULvXB5IO^F?1~@*+oMiegu(|LdvmA6@0CHD_k(KpSQP%fTg;dS2S}Yz_WL46DjTW5@_sdcGbEJ3sngZb=0jvW_J3%3xs%)xvzQk_J zb>DPqOyXBl)sd7)R^iV>3h*OK40@eFqfsU#luaT0#C1maz`D`2Lif6p_c*c*aIgs8 zM6V=j`egNek(zH}XSA=#Z=?-J_76(yZdIM-e#>B7Szj9wnF_O~NYd?QKoa9U9#UdS zgWiUUiN@a4Kb30BxcJHyQ#C>?;pOt_c)}@CP;0HYvgx6aI3Dn)%q*tqwYdUt-b?Eh z^@(~@;Stk3y^3i(h)}llD=%4!#*41n*!UP<2e;^#2Aq3K^5$wSv2wuZlaC(*8r@hZ zA;deB{N)z71N;TrLd2-u{E)juR?XYDnOzwB#A@;~Yn`Wxa-F&D6>XlQ<+Ku;WBq&W z%H#?y1BX*P85n0W`eCMcQnCBX^ujXLJIPYY8Ju+Px_&eVoGn0^XE^IJpvDKqmkPNY#BF{q53X&mh4x-K7I`X$? zl|)9yqUE0F#R*a44|h=HB->I@48*)sYU8L>NX%nePqro7?xu&<)Z`9-ZBYV>;5IjB z1sf9>G|yr1ZnmcI3VCmE!`}hg!26~wNhQXa-qX;==3s5jmqE_N#6(mg=sgDZh(Ec4 zQ@Bsr>qw82{eY|KhtNCO%`k~c{_UCyshBvbe%)#%m@)VI!=)zR^4l4Ia~wB>QXr^i zvBBv`6IlM|YzR2UKvjE$d{)hRv@-V#!!Xgu6hrc>%al* zTHuH*Jv~w?j0sIc%!RtNwnK3g(YQiRHNSoJ&dH*_daL+~zz9M9NLQDrKHg5g6DQ!0 zpm?j0&xjQSSClE}3Bl%{JHT-`g!gIf&JP-i17m6?@!LmzNQ^dQHZ{qvCjB-Pz_R@^ z5bd=n9H8<9MeUB?lTdglctzmZ&~4Ukw<;PaCx##&AUfml3^uiA8am7=SRND&m{FL! zO#6Vma>u43bKX%F8^$t8cFJEl<5ebh<}izXdXdj_EgUfEjTy=bXa-Q_z)yh_+wLoQ ztK=5ze^F4qlNLZz#>dN9L}DtY6d&uu0+mIETaTia6iq_+Vp+?Xh#O?d7UX;lEy2e5 zJkwGH`-=ysZ>dL85C0Tz7n5~s`I8Ok3%E+=p$((d)iS0o73|SuSKiIFrK~6^i##$b zmZAyoE>=lq zip#G$t1Pw`s~uXnOSr?n7R6J^cGsmz8F+i?bqkPREn6*xK)R=5m&h~koNr(O`R_iHU5%TTz zB)ryV{FpR1Y&Xl@Pq?Xb9IW47F6UQ=-cVJT);iGZ^m8S}I31rOJU#Af(2vPNV{@(E zZJ+j}whYaeUt?q_-hSc>$LC(@x)0Sna$k=~hS|FHb+4`IMlR#CJTAKNy&6){ixqpv z2enZ?*>;|)D)WW<<>zu4{O!pxW0D?6%9o>lQv1tIVdl^g52aQKc5!!bxVH1{+bR_hs3%6Fkf>1*^-fSAN$MFah?n&ux=tbJCMJn{&+-EM6Z3VPV zft8VLokQyJVYU;TcNg>QpHw4Vaz1**0BUfroeH>MQ8-?E!r#lU;;e%W42Dfnhf)Py zu{b0h&xQ10owaxDaGKTKDX!jq)@$~HbW2Tk+@6cz%*^dT*ugtV+SWeC+Z^Rg`P(N0z*5?3c%xm{x>Mn)%(6wb!0T4>lx`H2t7)(pE? zgDR{$-xJUY`yuqZ25?+$Hf)?U($b_|M=VfSMHswdcgnyk5=>K@f{=*_OWWTce}xbd zOP+Ij8)8{mUg`&+XB#9(awQRxQJOmYT46xe}T3U=Q`Y@>1 zkRq}1jI2ak23n>ez3ob0;jIL{P6P!5@@Jge#h@`yqn?9Z7+$R`)pwb}c=GFNyN8BZH%=mJ zRh4s`s{f1;(MXQj3d3q1Z)oMU_xYW?{?>H|AR>bO;GJ{LBf*jstBq4Zn?Vd67$7!C?EHZq~=;y!gD@IkMldrWuuau zQ(04$i>*Fm|hoKbb80?vV^xz9?Q-l;1KjSqP#y#?uY@BJ2Y1gyzp5*ypYMzbN;5dA=?#zk^8kBEG6E3={6Vh zF!Nvp)tp9;;%F^bZ`ogU#>!5xqM0(dPDNR9d7!H`7_W4om#5#!{L39$wxG_s+?hpC zOH<<&MetT5c6`~V86Sz}wmIVLS?Uj8oxSCEX0X@tPhx1OXf^>4*)Decs)XW$2A8UC z;eMG0cukD=13vT7{9;&v%}D@(OJOY*>dj7>Rk8<*)siGS z)wd_y``Xc-nk)p@tYsRT*O}R)*9bG)whF6O`(BD}^}u$^T9VLYFZ!EAV)^U3H#Af} zz8R6o9qAnbu+0jzvL~BDOCj(QJ@85PBpeLZN^J$1)v&EG5rS)M zux0{8Vuw-4SeU7Xn|bQg9p*W@*GNzu2}uM6qiJeZH3Ju4yF)&st34>X+{fCQ*?s=N zY~VF_X;5P8Zpr-cRh`SAR2_)?0ZmVw zO&E$TeCHasw(g8LbU9B$p%jK1)t&^*3J6Z2I9_wgl>nyvV)+v)z$1Y^f^CUs-)wd4 zrJm6bd!y%7Uz=x&s<;NDE!%j07jctP_2m43ZLzbnb7=|xjhO8N3F~UhMaG4l*&OR( zZU$^oAM(uA_*OCX>#GYyiz%v>+1Yyi_CT1`wz9P-Rq^paWCn2v^tW(fV;MEFZ~bpb z=+^@h^5ydqmA(Mte8}?tSR)d9UAkrgeE5LY(oMPAED-Z|-PzGW@zK@Q)pE9tuA!F* z@7_vse-h1zFaZnRny|6v+5Cr{d4@>fnjDlQL^`M*epTZ!d+>Uv;o+Br?A8m1&MkZ|E z%*Is>uat}G2ItG`t_zG!AcGzD4}01|wz8keUS88XFAsmRXC$}-ba2AqmMFQtjV0ie zVz&vLnHa8i6HHlGyrLa7PiJhL3H~gSN!69!dcyedwZgDw;|+4ajX z=iqAuEeFV>^u)=5v`f8UuN<@8-J>?O0ot7m2mekRBB5oB!`p3YmJD$4BsYdw{pVD% ztC^AF?t&l+sfpM<;^ikGU)aF8LK?ERRy0@eZ>3Pd5`*5ul8*X-y_G~TJ-N!3oBFWC zLq}bkT#xpegrm$vRyT|J`4gYW%+dpkf&i707ukZ7w%OWUK_KW&6rc(+uF{PkgDFG3 z{uy{ZOksT)+C6e=BPm+|K@^rH?F z1AEv+o9B}PXIv#E^^WKyD_94uHnAnmu%<^p)>nHZo#Wxu7HbXfI+uDI6e-WTMYJS% z(g#cV)9758gf+|Zs4|m4x_yJJEt@FR8E*UFE3P9Pz{-+SFuRRxy3w}wezC{+&BAGn zFoGSrDy$y7BRwJvE95{l=GaAXMo*l5c~Ip?YcK@Qq^o*CV05&B!pb5Eb$!0ai>@aN= z%2?}o{92zEjHflE+RqRCle&ZE!uegtYecUL%QCn7;U>}?2{Igo`-QWm&T+oE#xtwQ zJulaX4-9f2v9M6zOG4nLYSpnHc(ZP*PFO$1Nk>KIaNGdXElF)yahJfmeG!x(jUL4X zg872i{iTHJoF0T47K9J1D>9N5Hg8U7`g5GSndH+{fx~tQ$pT>fIer7KcbpE+=g&hf zm$zlyDgQ#JOg&m@Q*j-QX?v>H-s(saScdOR7QI#bqUAE|=rLG!XN$h{*|2bdJICef zTvS##MRutjryd%Fo#b9C8`=MfQBwpgYd#a$h|9U?0C$xKmSl^x^_oGMy@Fx?Glv!F z1^o}GY#!EGI_t7*Y-|f1l{Gb8waN6}M~U%L4_0S~tvWZNv=6M;V$ASjhTwvC_Z!QC zEH|T&S4q`7iM(i+%wPmU;HDG#D5}qBXldWzmqk|zo@M2tUJHUOAHEQJ>Tz`@=C^Da zbhR!I`S$jdR4S|*JnZsq29iB~m9wSI&IG8yT=|P2@k9A1ad?cj2Tu(14n&6*EHK$h zEMI@~6b|d9jR+hj(5p4JaycaIFkAY9X6g%UX80h29ILy$`vN%z_l41bM1&NEf3O~q zYpw9xG4OW7(HI!mo@cG<&?AP%$?1O5xH)aJv0SGCoLvxdtf{amFFJVU`38_~%^c;Y z_P6etl?R1vp0Qoml(+Th?wXDnwr+QTr+&2)xX*^bTVlBoiq9wleSoe#*ywh3K8XHF zpOEF$YUyhI8iA(O=W(%b0bE{yoGq9oik~ewo`erIt8~BE3@k$el(>;BGjwc=vOS2P zW|>+2Yd+fSt>IXX_Ym*|(K9p;WD0&dhUw`O6LQUWt)r)*p}DmfKF(nzC>jloGO=3l ztg?`*X@K)W{`|Z=yw#5(43sQZSR^kPF3j;ZELZEc5rNI$ZwzPpW9fU`;a(1hletdc z6bZO-Q8F(PbS`6w@^^3FhgrruH$SZz94O(XvE&tSONCY-7e~G(Y@X3BpnNTfXe$uc z?64_2G#MM(PhM)A*678XMZu?J9b^VBJ83*voD9Onyz_x0WT|B#e7-Z2ZzT{yaDylR z$)g`B(9b*`3UnwC37-d$`T-*AK~M2Wwt`2z4%0R>B*&wjs|msK>>&YByRF5>T4xow z)NhBmUnCK}7u;a)GZVgWi01=D(CP)aIw;Gh)u7dSPvmjb)WQ&lWN=6ETQ!KfHxO4; z`dIkDoStVW5GNJr)3(3vA4JcldxWoNdA}H6Oe#a|`vkaTK!uJMxbHzBN7PJH&yKSh zEjv@NoJc(Kbxd3WOn+@Q|C4PZab(yaJE~Y%1I_13R(1giHn%1qjQriB>l;0FWv6Lq zV{kSk}L?-Y&Y|R!4k;cPp|Hh|~wHk^cq3Hm#@s-5nRcfy+pH2V_f!Ar& zabDfXB5;RUGMYwHe2FDCcjHw%WMDvC@X{nPm9kBjymgEqNO+sUYcIaNv5bH#PO>pO zX!2!~k{jses%*`Wu^tejzkCqlfh`5?INo>rD$3I>1AQN|nD2LSU7ryXOJ5vdd|m7_ zd0ksc@S<*dq}8FPXlK#OJ-=GYaHI|y1N-za>aam@CFE+*p^VXGB+UcDWs6NwZLp_o zX`a3Eex~xPWFH@LiO0(AlHb!pZ)Y*@CIzAA*@CPs*~MhOEf@M;bmY5Yuf#$h26}Vr zgHJW56$43B>D8la#r`&EPEW)1M!#R02MC)UjZT_It@9XNQFxsfFmo3;Z4jb%1AK z*}ZLR$zF(c>jGQj#U9Sy|Hj8()#q z*zwJD&B^@bjl~3@h@6p)?1vuNxeMB^XD>+-#0hw!- zsi<7<#~To^0q05~=u=}-U;$z%0(kTu8;J)|RZ+$whlvtwv9kLQTA0T@1mFyr%}a zOlTP9;dpT@tPl%LO3Bgr>m*c>V?5;HNGoz02oKDHbBNOzH^xI@l1g&h zQdHb}>2slzLBWtvy1=exhyV3d@1+TSZJ)m0$;F#_#Im&e-7!ZZec;OWF!x%F9QGT( zI?94T;H{f;D9{Olz?93AT;{D8j)beMy$NXRq{-w`95^kfP5}x7~5Gj z7X)^q262Bo^hIGmMdxM|G%-iDO5B(nIR(!>^J3(|a8OYgH1W_GeBnD$Qsm>MCcz2C z#?mARr`|@mY(cjOB#Asd2yAw%2q>Gyfss$MiB^UCw}>fvmM5y?>et_-j2(hhPqqU9 z*Ors>^SA85FArU-%a0~-k-;eeza$~Jh`}}_sM@e>D4dOv`P|%5K}?L7^7I6liC{f^ z>ANAW@MmP@q=IyjJ(Vl16>YaFpxIdX_3C;0a;2{-!z>+elwwg?c#8WygvME@$W_)Xv{4C~Fn#QL)L+}>#W4Ji2X zk=0^A;GUCCq?XmcKnH)s##fRb6R#5%)-MziRfq~HIrxMi4`l9krV+2|za|{!F zlD76+b&6y@jAOW*iVhhc627pQGf_+f!YrmrLZ*R0A{?KwpK0A}j zgE^!~FwA=hpWYn^u@KUelo^W~he&f4PU%D1(;}$1qcbnJbDtW@m1=T7dx=hb%eZ7) zBA?P{tQ9{6XUxq)q8>(cc(~erd#k0e8WS_b06$uJRmp~sX0@lihnF&yD9vSkxwPo} zNo%&&MyJV(nfmUSvg+%C<$I|RwMJ}^}W6C!z?t^6vLP6++WaND6Y~v_Y6_U%}g>^ zGS?n4)j9)_ufClE&)R0lK`%74w1B%N4)LKrR_rIeR1c|c19bIpCWK4))roaSSWmMU zg|Av&E)^FVU62}xk7j2Rc_P%O?X8h`tQZ_*a{PT} zt9n@u2k%z1oXcY;=jKp^uC_Ds!8FAdD#yV=Fvvgi-OONq5 zk~f=p!D}&46T#`N?1jFB*;Orh{a=F2#KE=QS-R|$rzYzQ?x<+I`9JajS$}u{2l=^h zIYz`5VW1!&OyD3ODF0PBTYF;%d3zh%??o#fQ?QvQLDSa(xTBFnvFhk#zD%YzxnUCi3 z&6w7g*_{H;esJ0lNAHMd33y7}Uwy)AFJ!+SBmekSfy-iIjH)%^!W~%&fq{P>LDTji zEHxUcvg(aUz4c4caa1^jGGbtw4WBQ-^fv!<dx8B*yVrfE>uZIZifN+6Y&uN%`y=za284F6xkOZ`aRUX zcTLJ=uih~i>0a5Z_4fhC9Jc-YLjyyW(VdGgS!R1c`eu`#ZgP^2*^|dwSzOQYq%X>Y zMQOAG*I9qif<3i%bN_faDcXCHz%Sn-*l9l3xm831z9iAUvfyTBSL57T9%O9Fj55Ow zhm)qW;g*E;fhO&0mEE&emzs_M_aLmw4i#3hGU#iT68^dQJ-hh}asH%^7d7v(I@qPv zlt!|@xt~lk<#r?L7}#>Zdyl&ALbtoGp`L}9-d!$$RUPvj)K0)r;N7eGa0qAD<)Zl% z3rTf?MS`QUx9a1mCVE+6C$MfF8u4bacn3HYnQ@UBq*>CzIkwnCF$kI) z(m9>a&-7{H;ZzA#l z;Tt=spOGamogX*~q+hol19kP!UKr`H3RVsV3^C9kAjlvvphh-^-z$+`-`4hVd?Cz+ z0Hw$T0qXky?Wam*(0ZQXNi)(6H%v3RtS>DdoQOz#X-}4!U#HdZyUva_^xnwCsztMd za`uIo&>9?e-7xD}2EBm{Ig&dKlB?PFu5!G~%rrcaJ8OD_mr8k6IuY3^8`&pB2B5hr zV;t}~TPT8#WJ}Gf4hQy!`9utG`t1~b$S30*h-OeYSPdIB8ycLSqr?mKx~;3nC{r69 z8$m;kGN*C64t-u?e%Afh|cAw4mu=Y30GBKVo+xlfr)kO z6QDG{k08ZH@HbR^GUpI0DM8XJ^R5VYn)-TYrtLD*Mchq8M8s8PBoQ^S9n8Y)d6=&I zU2=rZwo~99%qu_Uk4Jme@2#M8YY9@V!VoozELLmMHD9d-X>8A_4(QL<)E&I+eM)%- zb=1AjYGQdGlvG)=62ZR?KEsRdH&_dei#EuD3pc@JYN?&K&OdJCED?Om)=6u;S1t$j zPGC}Yl`reH=gm+lAt6N|i)uRW>-cx~v|($`FLZsngLLU@XDt056gBKPqIOzL;Thc= zmzHs@s#fS_TnhFQY-7mxKh2=Z300VFgh;!~S9xz|Y2aMOCXc6p@%6sf@tZT$<$70b zuT`QyO5p5q8jE9OL#^83&G#MK19pbs|yJssu8UT$b(Z~Xte`QJlZXtaP_ z8^g1}1G4+KA1+3ne41w&O>2ZFxx7OR- zGm2OoqZ!7y7x3&2Dp#C2a~DCs*+HPpoC{g!mm2X+AD6Sw?qfZNmY(jZ zfEOf}LadO;LY|CmMi#H&(E5M*P>LQm_R3WEO1db~Q5+l|e!(K;lR5O34po?m7B!Jg zh0;t_y2IwHGw>49_i~d6_w?hT8Z*6Lqhb`K9J?=PW>#?`v#&qwj`UM%oMq_6E2RqS zv%pXww6!vAR}vY=db9563}ys$+P!&r_O_qFs2v4f46`eS(2TwLem+|7e_ALg7%j-( z#%`9i#o{K=Mp01zGIsy2l*iw+glw!GjjbK^l-+EN9dsVsti06E0MkpyEN}p@1~hW` zpHdS-fPm=P8(TWi(>?zDH6czOh;|E*fE`Fo_)|hCmPcqX@4%MKir>aY=5K~ zY7FhIovm4)#G0R#k` zpC*u3a^eaMgP4%D;=;HOIzap?y z|B3kC<$py4a8`^o00j|={T1=l=%0x1{rp!%6{g^ONMP7~W}*KACVMjw3wn)c&FLGx1+F9`bqA+7Ib;!=8C?_cAEEy|CjN;2`F%7+{wL@^kB@&Qw@3XaPp*F^ z4+A5~|I847Y#o0#Q2tDw1iJSBPX4oz_h<4vFctjok(l9BTqLlfc@OtEc1WB{dewuF!F!M<8OxuKQM2`6G#vc z>}S7bv>%v>|4~;zWc0U_2AicPGq6n#k^)Q|KflJivVX_@b{bRZUCki}aCJb<{EXuU zd=CGXyWdW%JHZ-6j6h*C0L$iQTvqMB<9<8UD@c)kJOXlu4ovqy<4~IZ9rs(~Lq6lU zLmp@|VA#Ln1X}+c_giy_H~%y}7|5L}UUiVlP0PgvZ{R1Si z|KD-HpVy&BzR(c>rQQ8U!;2jLciwMJ4RwdXg;~JV&;<0=`R}+NO`I9CA17|0^4R zLxenXbKU`kc>Mfa5I0~;{ILuDP!OiS3-UJsl!|nzQ3C|z@$)l*74{zl=HC&D)xE=I zd_X`RKR*+m8~%g9@;Bk{ot0nRh=0F}to6SLzc>|tt&Lw@b$g}B$QvdfxsJs*;(Ck1! R_<(=$zydXN9~AiZe*i6L_F(`3 literal 0 HcmV?d00001 diff --git a/learners/setup.md b/learners/setup.md index 9c50ab9..a01e9fb 100644 --- a/learners/setup.md +++ b/learners/setup.md @@ -20,13 +20,29 @@ Steps: 2. If you are using Mac or Linux, open the 'Terminal'. If you are using Windows, open the 'Command Prompt' or 'Miniforge Prompt'. 3. Activate the base conda environment by typing and running the code below to activate your environment. -```markdown +```terminal conda activate ``` 4. Install the necessary packages by running: -```markdown -pip install 'requests' 'beautifulsoup4' 'selenium' 'webdriver-manager' 'pandas' 'tqdm' 'jupyterlab' +```terminal +pip install requests beautifulsoup4 selenium webdriver-manager pandas tqdm jupyterlab ``` +5. Start Jupyter Lab by running: +```terminal +jupyter lab +``` + +6. In a new Jupyter Notebook run the following code in a cell to check the necessary libraries can be loaded: +```python +from bs4 import BeautifulSoup +import requests +from selenium import webdriver +from selenium.webdriver.common.by import By +import pandas as pd +``` +## Additional resources +- Mitchell, R. (Ryan E. ). (2024). Web scraping with Python : data extraction from the modern web (3rd edition.). O’Reilly Media, Inc. +- Chapagain, A. (2023). Hands-On Web Scraping with Python : Extract Quality Data from the Web Using Effective Python Techniques (Second edition.). Packt Publishing. diff --git a/notebooks/ep4.ipynb b/notebooks/ep4.ipynb new file mode 100644 index 0000000..d4e0954 --- /dev/null +++ b/notebooks/ep4.ipynb @@ -0,0 +1,4527 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Load BeautifulSoup, and pandas to store in a dataframe\n", + "from bs4 import BeautifulSoup\n", + "import pandas as pd\n", + "import requests\n", + "import re\n", + "from time import sleep\n", + "from tqdm import tqdm" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "url = \"https://www.cnn.com/\"" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "req = requests.get(url).text" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "metadata": {}, + "outputs": [], + "source": [ + "cleaned_req = re.sub(r'\\s*\\n\\s*', '', req).strip()" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "metadata": {}, + "outputs": [], + "source": [ + "soup = BeautifulSoup(req, 'html.parser')" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "metadata": {}, + "outputs": [], + "source": [ + "page_scope = soup.find(\"div\", class_=\"scope\")" + ] + }, + { + "cell_type": "code", + "execution_count": 108, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "

\n", + "
\n", + " \n", + "
\n", + "
\n", + " \n", + "

\n", + " \n", + " Key things to know during the final full day of campaigning\n", + " \n", + "

\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "

\n", + " More Top Stories\n", + "

\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "

\n", + " Check these out\n", + "

\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "

\n", + " Markets latest\n", + " \n", + " \n", + " \n", + " \n", + "

\n", + "
\n", + " \n", + " \n", + " DOW\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + " \n", + " \n", + " S&P 500\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + " \n", + " \n", + " NASDAQ\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "

\n", + " \n", + " CNN Underscored\n", + " \n", + "

\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "

\n", + " \n", + " \n", + " Food and Home\n", + "

\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "

\n", + " Video\n", + "

\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "

\n", + " Paid Content\n", + "

\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "

\n", + " More from CNN\n", + "

\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "

\n", + " \n", + " Photos\n", + " \n", + "

\n", + "
\n", + " \n", + " \n", + " \n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "

\n", + " Paid Partner Content\n", + "

\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "

\n", + " In case you missed it\n", + "

\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + " \n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "\n" + ] + } + ], + "source": [ + "print(page_scope.prettify())" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "metadata": {}, + "outputs": [], + "source": [ + "new_children = [x for x in page_scope.contents[1] if x != '\\n']" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": {}, + "outputs": [], + "source": [ + "uncleaned_text = new_children[1].get_text()" + ] + }, + { + "cell_type": "code", + "execution_count": 130, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'CNN Key things to know during the final full day of campaigning • Analysis for subscribers Analysis for subscribers Allison Joyce/Bloomberg via Getty Images Analysis for subscribers Knowing the winner in a handful of states will tell you which candidate reaches 270 electoral votes Way Mullery/CNN When to expect results from these key 2024 battleground states • Analysis Analysis Bill Pugliano/Getty Images Analysis How we know voting systems are secure • Video 2:53 CNN Video See what election workers in a critical swing state are doing before election day 2:53 • Live Updates Live Updates Getty Images Live Updates Harris and Trump close their campaigns in contrasting styles as they make final appeals to voters in a race that remains on a razor’s edge Trump says he ‘shouldn’t have left’ the White House Analysis The bogeyman haunting Harris (and Biden) that Trump is cashing in on RFK Jr. says fluoride is ‘an industrial waste’ linked to cancer and disorders. Here’s what the science says The 10 Senate seats most likely to flip in 2024 • Video 2:44 getty images Video ‘Completely exasperated’: Hear what Trump allies are telling Kristen Holmes 2:44 • Video 1:50 cnn Video Professor who has correctly predicted 9 of last 10 elections says if he stands by Harris pick 1:50 • Video 3:10 CNN Video Trump attacks pollster after new Iowa poll is released. See her reaction 3:10 Elijah Nouvelage/AFP/Getty Images Trump is baselessly claiming the 2024 election is being stolen from him ahead of Election Day Megan Varner/Getty Images In Georgia, it’s Republican vs. Republican as election misinformation spreads Samuel Corum/Getty Images Musk’s misleading election claims have been viewed more than 2 billion times on X, analysis finds David Ryder/Getty Images National Guard troops on standby in some states as precaution for ‘potential’ election unrest'" + ] + }, + "execution_count": 130, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "re.sub(r'\\s*\\n\\s*', ' ', uncleaned_text).strip()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "webscraping", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.0" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}