From 10cb892f4ed3906ece17b7af92ea4c1ce6ad71c6 Mon Sep 17 00:00:00 2001 From: thornoe Date: Wed, 22 Jan 2025 20:53:03 +0100 Subject: [PATCH] . --- gis/output/all_VP_shore length_stats.tex | 6 +++--- gis/output/all_demographics_N.pdf | Bin 29155 -> 27162 bytes gis/output/all_demographics_age.pdf | Bin 25670 -> 21801 bytes gis/output/all_demographics_y.pdf | Bin 29497 -> 28340 bytes gis/sandbox.py | 18 ++++++++++-------- 5 files changed, 13 insertions(+), 11 deletions(-) diff --git a/gis/output/all_VP_shore length_stats.tex b/gis/output/all_VP_shore length_stats.tex index 7d2f753..20b734e 100644 --- a/gis/output/all_VP_shore length_stats.tex +++ b/gis/output/all_VP_shore length_stats.tex @@ -3,9 +3,9 @@ & n & mean & std & min & 25\% & 50\% & 75\% & max \\ \midrule Coastline & 108 & 64.05 & 57.70 & 0.39 & 18.28 & 47.00 & 88.63 & 288.35 \\ -Shore length of lakes in VP3 & 90 & 37.14 & 62.58 & 0.61 & 4.18 & 11.07 & 49.02 & 436.75 \\ -Shore length of streams in VP3 & 101 & 367.84 & 580.51 & 2.19 & 40.21 & 160.83 & 377.16 & 3664.68 \\ -Shore length of all water bodies in VP3 & 108 & 439.00 & 632.11 & 5.74 & 67.82 & 212.27 & 530.82 & 4112.75 \\ +Lake shores in RBMP3 & 90 & 37.14 & 62.58 & 0.61 & 4.18 & 11.07 & 49.02 & 436.75 \\ +Stream shores in RBMP3 & 101 & 367.84 & 580.51 & 2.19 & 40.21 & 160.83 & 377.16 & 3664.68 \\ +All shores in RBMP3 & 108 & 439.00 & 632.11 & 5.74 & 67.82 & 212.27 & 530.82 & 4112.75 \\ Proportion of arable land & 108 & 0.64 & 0.16 & 0.10 & 0.58 & 0.66 & 0.72 & 1.00 \\ \bottomrule \end{tabular} diff --git a/gis/output/all_demographics_N.pdf b/gis/output/all_demographics_N.pdf index a59650585a4c40636a14ea75684788b33dcc8d99..251c40e549ba03fe55dd34d282d7c27f885889d4 100644 GIT binary patch delta 10782 zcmZWvbwHEd_m`5+ky4{2gl&wCNtYre(ui~j(jd}|4rwMKsURrQCEYEEfTSQb5CmzE z0fN7wet+-#>hlM?&$;K`^Z9(vJ?FW9fJWn_kKvSa;Sj)uVWM!|&$%+Sdl} zPB^2xMFLJYf1Dq|=g(*KO-;^sDV$pTIm z)r*b%DutI`7M<{W878G7iJpzfd_UgYY^)Utz{8h8!&`iO_sw0iTNei$$z0Owre2uq z6OhgcEnaqLEiy}PGZm4jzBQ;N830vn`F^muGB5JO{dfspx>v!CI@?5I+Pe=U;AW08 z_X1ANEmDby$2g{s*Hi*Q1+4)it>@o99Hlwj^@{@EvoOi6?Y2=v!cUac`uhdfbmaig zcq1t@cORP(jkQuD{Eok!4%|$}HxQGKaIyTDOdDn@E!@V#&yV#)*bl2dxvc=gU!VW6 zkV^$Zl~B5!25>yRbmvL+6B=y+5+7a7!7D!)jCJF}&B?|YrRzY&715qJ4vAkDvhtM5 z>G$^#kM$RdE?X`kElR9zyL5uXAJDQJvkYD1iHhCm(!ToSW?PvxGdKT^ZV19XszAr( zCIrWxo86d`L#Y1>z*#$<02L;iWc)aU^eU^*xTc!q42{!5oCU6)xO9WKR>yqjsBX6Q z+qg$#Hu3CT)-T)i$$Pq@Z;j}SJrM8Fj9to$<{C&+y_Z$!g#_5ju;daF;w9wanu?`~ zQdV524zna1zbaiPnaK}2^FDl4C*Dtry$gNpv?a`WKMwU_e0@yrRsW*RNkhv-c8 zmHSk$R?uF=(y#{KvE`t9%%RDJSsRUX>KC46wI}JpG)T8)95QVf2bEoki89j8EF^u7 z`yoF1ZaZr~esQAT!zkcd^~9{dy$Ab~ z$l3s6;Ye2!zi~6QPu`}Fb>zgj0p&OL+If~rglNt_H9rPVgA(_pg?Vp5?p#DG^tB9j z*VQEdy;C5w>FB3+PFK1Oz zHi_7P>v(~Nm>0y;+-S(ZRCGi>6x_e$pm&k^b>#^sZGC0ruUK75pI>;wGpHSiHkFCk zqDrcUF7^Q*l98s%)9EPu7F#YYdG3=#sxpbPW1g$IU?N4&m?{~O#_MNSl87Zgw zxvh=U4%FtOaiN)Mv-Ery0)gUbS5lg;{?uoLM}D2>({nRCS|LQh13(<-x6})Sbn*?WfRoV<-@|ocFU=r_2ukyeS(#)ytMR}S7`y|J;>dW z6^`Jq&@zn)j@lIy3n3i-(nj{zv+erim-mMZGo0Q2KONv#NlO6I7hx8Hs+pO^x2)K*ADVIF(cu@npf<8xp>Y^|tNbCJ zJSL2XA+#y1E^Unwb5u!6pt|Exla5>WbtM&9+uFheJhs|xRAvI6*ixS_6!k3$&wt5nb5D7C%KQR@q=DD zU$wI@u$?pY-JY~#V;A6LN0rz&ffr4Moo0$)9E*I(-EYP}=`^mE+ zJ3dRtyPG`T-9{bZ?ac}I6I`}?+=MI5MY*!4R!#6U$v?-BF(JNh90lUlTBh4!I!>bx zDW)#~PQ5pH=qhWHz-ZKYNik8s?fx=#6ZeaRxd`r@imlN=KRNohpI$%f7hDkCi=>s@ zuX*BCa3JhGjfx0lFyhRz=PL`k-PgG-gbeGarX`u!Hs14=WmBwre_-`1x(H)plv(WM zWy9?x5xhO(elm!DSy)-n`#!z~x~?-!%@KWzsEygyy&InwFsJDaxYBtP%sEU}Xwm%d z(#JvFA^Hmewqx%4<$PVui9DRyu@n_IeR42u%ia+QjB(c;UR~gd+AyaxP?FZ1y1B!$Ymsvm1>Tyt&h!P0c`fn}MviS=HNYQ?e5Y21y&PB?nmKr%Cz{fZ4|pf<0WTZh;crJ2zh4T7OSk)ezxaPMLT@#H3Ln!( zZ_b19gIBxvP&gO|76sq5qz=t34ZQv8CVneh;q5nw@T18r)~SXyA<4TI-Evro-}gzp zkKMgOlzuT`&`6}8>|esGeX*Oj;(SG9hzu0@#Xr9m&px7!mMxY#m$xhstFR_n&*=5K zqb1b@ESt2T`4L0gJrYceq=m~6i^bz(f4Ds%uSmPmt)-WY6!CIkr%xIg&@;-+ zC>6SM@IcZ*=O?nL0}uIqD;di#*26E;sf;%=1u2DUx?hG)jz~USlaM6xBnb(T+WU;13d?fj5=!gFcQUkPqdh=S zvOVae?e3iEx<7A08~E*=_;MZYssJW^#mO0z8lRl|aRzVf5-%bIX& zk%a5%weH$7;TZ{ie?bjXS}je(VCuW}k=vB3E~CyYb{dsoe&$X4yP0OYb(*&mK7M7o z*U|9t?lsSBwJUu7-_nsN2J6achtHokMVuSY?n^C|BJS;NcrL2fyYUwrhjWDF608rc zL?gke^XF4HGDt~%)GLM|prmjGX@nY|g07>R5G7My;bAmK=X45~UQp9c(ZGZ%UOjyH zx=StIkk_DUTQ6~6ykDqeCa}WAgM(uRr?-=1XQvy(ODlmgjw`|@+yIG>h?2Y&OH zCXW_rpA<=qtL$4cc=AnejoV2>imy7@R`!Z^6umf z$WZNnCcv>T9@^L?z5g*NdFFKu<=wXy;z3EH(3M51s}fq&Yw@JRxx`mq=qTgfa}!o8 zpCU^fw!g2fFg-$ryy~mbcVxdfZcDUhgG!W%40@LaT%=ldoZw7jq)6;mv5GRfWgUa} zrDA6&^JYQu4VKqm&$@2SV|0c;+%tSR?Hu<&qnsrHo_5#8AH-)4E*L{2SLUeCc^2+J z-}i>tWgbl1YnVLgCncG0iC$#l4j%0W-sG?FhSYj)&y_EWA-ysp6khi*090HoR2lR7 zm2O8&~v<4LSkEcDHV3EpdKTli0;8W9J~Gm%25K_ zaYls&yQC=Sr(7($?ezpt_aeif_j@*vZCY8H%?UQ-%+lWN3OK7PR&GBCQuW+*kuj*w zPua`iOYXUa%sCHFX2{;>v4uF%hT3lP% zFnJUDl*hL{?W$c2{@oldn)Ri@^)62ZMm{-HYL^J`(}hI1(w0Vh>g@y|zGyoqy^E71 zx7-fJt;e@)f@FoAjLgrXBIbjt| z`2)Yw!^bKcyYtjn42Eb`R$sge=y?qMQqZ9B$wV{DcWgHaQP6f6m;8YHp^!FbESD$ zqG@%(T&qkvLsgdpdg49l_K(#^F|Ki%dN)p%;h9ZWQTjRoXP|IT?dN;5#>$#J2Dy!F z`N*5eN0Ry0o1VK67To02kNP-Ih3VTE)#U`l_>0_Ok53|H@k>822xr4VZJ@jJY@i8on) zti_*cAlK>Dx&CM=@Vc`TkyG7NgUYRvoL}Q+beXl zYkG*|;N^WsSmaf}5Ah(0Egk=>mvFsJ!kVrvHR=1iD&tr{dMF}f4+n7ZI5pqiZckoF(FDpn%VBTC`Zl)gpPy_WG|Rm1MPb^MkZ~EbY#qX z5c&Ong~uE~eU*&>6KRwE)8u6JZE*r=!CYPFB-=yg8<4)rJv5odQtm2tPF)l6QXkVc?UdGnn?bSZq z?8CON)Z|>4z^RW79xu13Np7Ep4@j7y9?Y+M4{eTojwa;FNEa&dE3C$5jo*|~O-PI#%cXStZg%hK5o zOiFBh{PePqv}4l+%~Jo+q~Q__+0=A3RsSLKOg#H=MaRFQ(eK;XPagqD}Q*My=MPDr&mf0rv;-3p|x1mzy~rzM@+@DuBnjNIbD; z#hKgnnY8=n)Q}E<=_TrDOl>I$*WL5&SVgJct#1p|pV= zArD`F{_ZFNvV3txslLgAXCfZWWn^N2N=R2-toPF%FfK7QyF%4g>TKez|CJE7IGGiR zISd}6pceTeVLzQA&+BEzqczyHik`gIbHac^YA`@3Ve7{hANVvuNX=o; zXQ7r4UzDT!E^z?FnW%~uG+;sx;3ncqIH?2X^T2wMsRXYnxHD|Nkf?bC#>CH8>nr-c zKO`4vI@e{U%WjKa?QS@ErVO~0(I+uiY)>fo3-xc%yc6-L&=NaaUN1%lD#Eu7k3I8) zvMD3NXqJ3Tj>KPN18D~oiFcbb7R)1Dw{UId_d<=w*@p26-@U6)>m631y|NZXdfjH+*0gJqVCH0RXqTO}hAV$Xu6e7RDU$|D7&QhqnLfKx(sL0t1F`-ti zCznBpfBm4^@<5}iRsI=bF~4HQdv7;WajvJR?CYx~TuKq5$xpYB{9LY_TVg+_AEda03fhK@(_ek>q}kCYWtvVCK>y6Y=x zQ_+o2Ds+v0dK^c7(M%e`X=~qWDGB!@ttILRWisj0C;+CVt7TZ#Wi1-EEcaSYA>ZLM z<|goQt$Qp2`$S(jgtOSQ_=uKmT3%uG`?%G}`Eh=EYA0!W=<6KacQX@63bIk`aD?AO zU{Q7Xu-W~#J*|lGC1w+oCj)|)bNyL*g`KNu9QGoixyB)%l36S31E-#--Q9?1>-Agm zH5jSPEkBs`Gxh4*7#q7P+THmGT+vn*k)rhV?PWv5G?o75g+*7g7<^owyx{Bz9BN#* z$j=r}SXLjp1>fv%#}H?IG>t?$8e6?}RR2Jh$Amgeusn^#-Ul)WZD=voo8C&*t=d(K zVa^y@y^yTob}lZ|;UNdi!-2ZE{KI;EFXC~ka3Hye$lI0V0M1SH4h>DQ;*IsVAJs!O zFMRb27#Uuv;B;0v!nf9Gj~z_jOBSDwxG7_*PT>iddVQM{&HN7%8KFEFy%NgKnddW z=cwltC3dwUe9&V%=;?rZI>4k;Nt#hZQ#HO-xUfZSs^GRBgmuMd$~{T*ilF~_`o&f6 zaZnwSNe`p?>TfS*x2RA# zg`pcYdOwDy1aGEbXL^;GKaJ4*%HqtYrCw_43ff{q?I?(x{63Y`jk-}`#jRl>#F&Z@ zT%m)+1)U~-{4OCRBeCXl4fFo9wwIf8g1KiLRoDtEXKr8KMb>645C-K}&siR6$0m>& zsb%_p%=7w!JGHZyd(WhTdZX9;2d@4p6aHdy?(EU|qw#pHT0P9So8{QvPGcS<;6hoQ z#>6=&L>LfiQeWK}a!ca9{!RmWj!q<;$Lzr@x1n!|WL(hGKqXkD-bCZucrHw=0Wvo9 z{cTK%4JW5SB{JXR*7S2jd3r^wxssYZ386^N2TyhB8=2gSv(}6Y;M;rrJKiV5Q7XQ3 z&Yh~?{GPxw(6uH~Tb?LFp)b>DUBp%>q>pP#a?il^cZCd#6TPeEMq29%d( zOEr^>#T>%-VfLPhyr&P=s9 zfY97Nk|NtL={;Ot$Zt0y58gd;SXOk>^o zwn8u0Gi1_P_rZ>LkO!Z@X8!b%|ezfBNo|w#BiVDEH}gl}BPvd~mdTEG1`nC16Y> z_RkO4VvU9Nu5{*g^i$oSY3fze0;t4{Y2oHC^L_77Y||PI53L~_i_}~^RArcv9z-)v z5xtN2=2P>TLe)&4Fs&!^LwKr!W2jH1Ir7xUo-jv`=vkzSFaD!WQeU4Cl;8Jk#p=S8 z=F*apEdm-$izJbAg!F1({{ASzuf}V}^Rc&mzEgQbWrv&UM_+^g>LV$NdM|l~QPQ`%r!l&FC~P9&`jl^e|m%^fEfV)*~i4A6sY>Jf2pwvXZtECWTBBKdp&b zcU3%yPHpoysIs}sB~O5OQkSAGNwFxg2aA4RLS-2d8i!L6zS>MLwQL|bVyZXYWLw;} zYNvn|*?gH?uxf;a-KYC{5mR9;3$rRd3lC1v5=RWbhZOZucJUq^mGf5KAxaJ{1u8=_ilnL)s zjj}=Ip?Ndk8#E(5&=7ssdUMeK$S z$<&J6A1wBb+Y77@A(ix8=8#Z&dG7K1w4XvP)#ea64hh7qiOd91*H{OAXe2n7&8+Kg zJ>U(cig`kWj7~js=;E8O=MIIw`6Tb&J8AeD{uZ`9C%9u*Sj#C8!(H;udw{eNMM~2N zP*Wt2(zYLav!%QPkvrI&UFH5);l*GJFD`y^+Q;alIG*wh{%nnrRT!sfi8XEyg9G}45qD2q@uFm?E>xb^Pi&KoAE zN2;X-Wwp)g6PntfDm^~jNn;q|9jdMfG{v_B$d?1cQ^&8izDuyovHcQHJgVV>=60TE zlze|*Ah#MIozbB5vhAq^{PQ=R?;}m+$zFC@pSGSWT9ln9y{ScLEdM?kNbh!ygZR#w zE8`ln_F)+hH=>^V3MDT$rkTO48sE74vfzs17|~2=;W&xL5_*$v-y=IU?++d0i;x9M z*qaT{3=oBADfbq-aiyfv zt}E}A-cD0+)Zu5Jz6zUM8RSVl7=XR|l)H7r3Mf6X2`2C9NJ&+b%iz4fL$hHoWzSwG zaA{}Bzj-!kC|UKNtArZ%JTm|ZY;xCm1~O+n1ZoA7p+pFp{jiCIGgq>&_(mxl**mZ| zE=v_Oqm^*H%4|-@5O;ld;t~tvM^2Ns9x0@GFxv8}Rw4OVI$2I>v?5VBU~r~ota76l zm@_1Xv+BHYurE?hSzAl6Zt6DS$PE|2=>o^+ET%4nCZC)0SqfStp0%%jk>^ukzJvKb znUXqKwcODCP+WxLS_j+mBYUm|h~$`u6b5lqIO~6(X*%YL02Ww$?D&lrnmLhnn=_wE z&5$&ScVx3Kl}%UgRkTn!WyLq{=F?j8MoMFpVIyJPON~k9H~P@3Q)$3H2wN~BL|%&jDM#T7xXE;eZOpZo!Q?ez z^#)FFNls#T_C*QqsDq`cn^(e4O@xDx832=4gF>~Ate^F`I4WHTA4nbj2Q$}*blghk zI+Uibs0zJrS;YJGEe{};*|+vhKw`Y58FvS#Tany7-yungJvF>3;)3eclt*4HMar12 zJW|)-g1f}{(*67Q9!Z9WmEEcgeYA4ms<=#U0J3~+uS6EI^#oZzp;9ij<`QWb>U(v> z=BZob@*rD?W6>cdSM~6%lp}uG>I9K#P!VJba955$7fLhn3AIfzl-L`vixC~xF*vj{ z!fUvWtkgQqtF_EQb&Y!2?a!C*rR$hfP;Cy(`e=9PR`xJum)98YHmdYj4rf@z)>cLL zg3GBYfxF?p?~x_U%V?lMWTaQ9?%NHUMG8ux&}AR%j?!=&csM=ht(}_NLtbR_WkY@m zuwG&w>9fv_3?P6HP*$eXwn31(XQh$@v>o`IQlMn+E95sjy%)9au{z3b>iz`);DJSp zl9IZ~ORb|n5a!RlupLI%?wUurZ{D(=k}Vrkv3(;Ei;T-~XZ3;dbwuMFic5@7&ek*R zbu!PInr|B48Ai`%S4VpWy%Srr(Ar$HKYsT5{UGGZ0j76{3J5fdho{rH`%kuA-eMUC z)Kf^GM+q0^9zO*fkxi?wunFMC%QBim^+n%xGF|MiOqt$zN4brlsaoOijK2=8V8oSo> z`=NQ3!#n}e+6!pkI}*YXjq4o~?y1a8<;$J>k8-e{G^y61Zj;6>o_FG-)(`E4XcVnj z{lrB;rG80|8|;}9I$5ijF9*k6+LWuDXpivxjFb)J6e?+;rd!?cb)2iJuiiO$6+*d6 zu;zD5*ZZ2p`9~j<1Z(n8;=IJ2n?ML4oB85OSkxv#5+6a zny{JHYi*X^ymVLPHRUvHXIJWq0Y3BVy*={}kwWndN-XR*t{!^4yDXi_!0@G@XfN0{ z=1?7JuIPM-8Jeb$%0vMlj(U!J^bg|a+08kHIuO{ zI`V`T}T41T$wiZK!!A%o;~(6qORA{9PTuvUQB+5-C=s8m0dACMnZH1=e=&%f(5b zlr{w2%&4t;hRg0~-!sx>{gS!-Os!R%1Nso~(nrtmK93dY66?H-2Wi@Jw2_=TcP z*$&ac2oJxlrP3V^N6osg8D-KgrwW7>Oe#C}BHW7#Bz6+joo_4&4USq{Sf{B5E6&e1 ze_UG8nSO=};$p!QgNvb_ae+|H+(D>9ZrZ9LUI84G3=aS$$?uJ7&hQBVP#mBn)X6nER3B&xH6Toj zQiNEd$U(GKjSz7hR5b`twFmXWK|Kcps{CP8I4Cd#fO-axM7_fPN{A1l_C;w?%!mQh z9F!Jyf*42H!Dy?{*F$hnF>qRxkE9QZPn@=jNXi2Tbs0g2N|L^TT15b=>SZ3|poXsl zs`TW*IH>!Q093mCGU`wgP{pknhbspc2a0F_5!k;LKrjdd6tMz|SOZ0DurE-ch%NR9 zJLNzk;s^wT!9Wpb><`xN1{86}j^IEMkE$Ox7zvOXK&Utn1k}3N28#GKvUGNIGzW@- ze!W=%#lXKt)<7}H?~&bo+lN3g(Tg_{Y)moeFT0K1Bdn9y?-yqeH=r2o*NZJs4E}56 z02KQj(Ge(y{27u&#L3Rd8VLIx(HRK)9nty1`a7nJxtq0*$KMC75T zGZ6k8hX)Y;8-Ns7 zm9xbI5-&Gv8xjx@dnTdwBDP|p7XU9Fpc9bf=Kw4Yf?#9*X}i$+4;%O*6Mxz+ko{>x zh@uAU5qMZ!C_)Erq&Ncc_d+o^R-Zo>!V!OgLx8a7<_|vvL=>BX|E@(q{|1bJT?hz5 zVm<$1ix5Zr$rb_vgRnXH&xR0?CpHxadzJSpNT@hJyY&L=Y(C;?Vy$Fcd2O7ZWHP+f@Ga zLqPr_A_j*3o5)Z7!7!NUpFu8^{u4D=3<3R9YA_ro{-+-ZfjuC9fB_-E;(x9MA)rWX zm;5hk5CSIpw+-=E-oYTqMQ8bsGGGw=ufW*j`!{GX-i@bh#0oJ|D68+6oVnyhVpOQh5lgd;rcUAU{P%A`M2YRpD6UN zDgldP|2gtcKdjqd%0RJY@|T|&{G!QUJpUks!Y+F5e{EtQ@&BO4&Vt3DpuaX0gI#=g z{<9V$28H~qN*=nI+c{Xfkw{7cMYQdFtYO&Z3l!0Ec76!NYIX6gyX9nq?c!Mc*cWW4 Zc7JH@_V8z)hKPxYLr8ddly2W3`9Hpsr7Hjc delta 12393 zcmZvCbzGBQ`#&S3yL+TG+ZcmMNJ|P*(w&l0QZhnHkQy-*K|w$Tq@*NABM2xhNQZPw ziTs8ipYQW|)aRToOfK;Ip^N)Jsk!tEC9;50CHKzxzpSt&tK_T9CA%v%U#J(!YL z%xa*%pRSip>56?eqex-d_;c>yeeNKXQEl3?u6hD5BSjz8Mz@P;?7Rj8bFNP2PNOPrh_P$5~Z zN;q>0p!U|@0q1TA(I`V>pScz+fs@ehW4}fp>+w_s_~?6h9NttCNsCNMA-x*G@wSL% zUBc&78hf_GJE|VqvUU2vW6dq*41;qer$)el`P$;N`Ww0 zWT2-fei)-^(@sQ1#s0))(3_mJ4=`dLudE2hdLWr?&Spb-N`q zt(FzGzBh#%nrd@Qe|!W;rL>J8dN_^mw_;g9H9s?nzq#~!nXKXI;}-%6Zcd5wt9aqZ zL#iSobaX8NdVV*!dAY0SOExi6#lMNe?Rod=gtiB3iYp*6nY(NF{jpJ5$>?c?idUy2 zsZG`IsrrQz%(zE>=fsgdRwBE{`F^F9l*1Dr*z`o~%+~_4V8j+0RevKVlC4S+f_0>t zZNYsz^Euru;_AxNl#@VF)%(wVtN&p&cCSrY_dj^Y-5c-yzglpkx!&r2ztH6-jjvO@ zu6ZYttOx6-2Tw}U?o9r%Nd>E`5T{xg+}*GIa*7qU%+BXQ|I`^VH}flpm;NRdi08SG zla84_FXZ@T_ECX!d38cjQNPWuSEcaQo|^n{`c=rHce%c|&ntQS0j6d}ya(W)$NYYm z$WR<^u<_5mHJ8exC=sI(&H+-Z_rJlii}}l)qW>gKKRJJGWXxnCU+G=9N%ES*;pJ+x z=7~=;LR6!qXmC6e7gq78xKf6F4&Pfnt1o^kvuAdf%=lf4H~C^i-f2pcFTu6hsQJ~% zFuq|<#l~YJr8J$u7_RY9p}W2O8h99Sj@fPm^l$@i%v6gL%2Zj_QGti$THLKq5*B^< zlZiU|N^0YXE~^nC80Ozaa=2!joUCdiM1_EI^;9jP^1}yYP~Jx(#>?ldf67Cijv@1ugIj|E~@@IU(?}AE1lLcKDLOm1JMqoncy<{V9JZR1_Xr9RHqq zlguv~R5Jm6Pu@1@3BzfM2|DWaFw4t>A6YfV1wD~mqH~U3JIuJxgEGlkr||WHiecHO z$3TpW)!2p3H*G(!UOS077-x#&U_Bx8Pn1?bg-YwTM;|k;i?}8Ys4A!ZJX(~RmDwX; zcw}r!U@U99+94i5;9p_9YQucO<{#Y<5!8?9OM0PG7E+p`&AccNRm+uH?|y(mpCd|6 zyjFatbjx=yAR<^!0V!mD>sAxaG#C5#yA-Djj-|rEj(t&e-h@373)?|!tUGMJH2y z)<#r`p5xqSYz=ZIjM0e=)U|L+Z2A4u50%WLx98qc4PXCJu^o2Q&2@?xWnulvaWrDV z(`>y-fojbID{S;!W&npT(AJrC%4L_Q+rvmo>t)tXp={yz%Q4qh`Z##CO6!g5t@p4S z3`oqRADVmyY%kG{4i0hnd_2}KMb3Z%1{oy9d)p=wg7F(}S+K~McVhOLs$;4}2~7(f zjl#}|!QcO3L&!@?n}^?`JCDz=u|A+^9V*%#EdO0+iRza0&eKaO1z zrTWRrR&CS&fpqx`4TpM-5ee&oEctvAlcU{D4pdN_wcv5F5U}UI3Wb)ik<;K^qnNVn zYd>%b5c1o*WuUHy^YKF0^|p;y%*hJmLgJU35htsq+c&digCCsEwTb3TU+m2N+$#3uA9&{vuM9}=6SyKl8h)~-i<){`7eJ8!A&OJ z0U~S_M@r}fjuHAaOvpc8e`R2tYWIV%y*IvkKBD5w@=RsLT>;|xsYdhNN|yTu?C;J_ zhIWX|W$o=)jVbhj*zb)_3TrOxZ#Vzax%G@XJe&U(I$C@xe2QuB+O;^R*?z9zMHmys z<3XoK+SWns%)|rt!U=4;0IayyoCGRD!3~ovoKu3Ns#FzpCUfoGkoFR$r}Mb_uQ2xee1Jn9b!kQ1~o*e~3T?c$7a3~0u4XgTZMt8#gsh<1!d^%Z>L zP+mF7Nsi?boK(Sii+)C6bFZd+ydo?{l%^8l8^IC9EOMKwwW$n_J8C$G%?e3H69~xY z3Nzp--JR@HSf^BD&|9N`-3P)Vy7kX_4zg}Z8?H}&)FFX8P<`^4<||otg0M zXB^30B)BdW$0u7>DjS_Tzk(B~Yy4(t8$Q90WEHS%j+=Al)|Zth&eIbs%B?pr6hk9; zaZ%oPn&G%N$f@y#<=abnbf)E~0|tvJnlfom>Ef22vq!MB$s?~R)=pxV?>Sk*qWxbL zqbeV3SLRuApjU{?gb68s!KlWs-&Ge0X9vwQ4sntV0?%F9iuS+7ZqI-5#+U6c^3|W* zT*VV3%xSGetrIx-5Ur_?Xsm3N~j7<^_7O!=O0PA7d@OGyKcff^5p5dzh}YZYRY$X7&UGXwUSFQwCWHhQ+cJL zDZV2}I*o&|YCaJj-V8tolKL5X7_TCHJnaN-SUsv~wzdY^UH=w?zm5>BGn(2(Y`5UQ z+f%7JBr*cEah3o(SzlflS%6OS+l$5!pZOK3_sdh9`=FFUs0qPLnbVsH_R`|69%+~+ z=$o43t>v*(QKCa~;|f=@uwTSBxRUNDS^DbFJEH`x8=-P=H`}mZ^)Uu^Ns3))itJ*I zgK!Ef=C}t)Uv%4}+E+N->4&L^f?Dl*IPNJq?1gzJsi*&R5tY_#9`laXp$Ct4TnHWO zaf|Zw>*^*3Vu!MB@dd$GIH=tQ=VWzx+tObYNCnFOp|^Guk;7n2-nD-i$_IP)`tG+; z)5DdtgczreWeSPthPho_W;5>XwXLthPbgK)}sKG?94glPhKxhY3z zR@KkJyBoBAO8BZm^$zyrgac>kfknRv)*H$BCjq6|g+j(+?c=2WWv4YMZOZ%UWWlqX z9{MiKC_GW4h1lr4TTVC08&gJ@XV~}KX+E(qpWU^1ibdD3k=D!hEvGqQF3r#mTXkck zf;LiOtOX%EC2(^-P^pfgfJ!1-?gYnWH!nKytl#ObARWU}0V*l_|c!hG6xsX(cq-FAk^zdk~PPa*TlIz8}kFqRIY@f;^oks3_MN(g2&6CKr zoIKun28xP&AU}38``}zhNLd6(X=SK}l$(F2SlPS(nIbTEBZ(r-qc#@jG|@?-;+e{Z zinJl(qCWgg+4LQmnPFWrj^BjT+mgnyaK>UUbk1^U-;6O@;>nVYJuQGa9S*C0eVyZ$ zS^;E8sm#iu)Xwia;!HNX2CV)}N_YQ?U&~^j z%C*ibNSff}=!Vgi@%D2_eg;kEj!;O!M;W~k^j^=*8A889`3A`Mun0FQNe^~DyOGPU zc_fW8Uwi+I&;No0EobKv1Y;|{*zDApiFg;mMnCVTZz@)gCuX$x_I9GRN`me3L_!*f$_B5z%F#HvhM&}iOKZqbT$KYf5 z9fYpI869b<_asZl(-WO-I^v`Aq-0>GU!{vB>C3%mvlZiIPw;f39L~BMrpS_Z95iR? zEB2@5nhZh`zjHoK@&VbBuk@mNOlK1P%YM`lJ3j2{APamE=b~@A-iap`3(vE+?p??X zlT7MQW8QDvC;uoM8wm7DvSSj{!X%K|Nj40c%jcEK8%i309jEd);3 z*9a%b3zP*Zv}o+GMo9--NMiV-;~hYSHu(B(s!fJ?tU7CB-_Fh6Gi|nn-JPY#VktvR zW6H9^2TgJzOdw&)HbBxkh*ET>xuY!Sz`1=s;K+qZIQUP(e;9?IKJl<8bIB!o^0+; z0i~OHV31)MUl~)v>pgl~RPpklR!-L9mz3?m8(t`V2aC0z^u-&gAIUaLEjtOw=P5EY zM>WW(Tv6gd23Xw%=1kU-YjeLgQMu=tq(VtKE-XL=pq#z6t+G@LLXT}tF2v2|Df#i3 zEl{w16&9OAOy$wlt@QjyrhVfim$b|KBy3{|cG$aBtT?4?H>gXM0F9js<+NOCvKv%w&4ruy~rp_$EqzNsnd>RJ`M!xpcy} z1p4oB!-g;gBiLWd?R6Nwu6#=E)nvSF*byG0ppJ%g1@eFQ(=4Zb+AFSR+PEyt$&G74 zN=|1NdaZy{YI@mmruZ|1AL`YQND6!*#hyxoXYt}V7FGh|Cd5pAk5>U4=?1kVluxA@ z+URw$Jqc=hYsy;&ne1=Us1eV}j2phM=8ZGlV68jfj z>khu?Vy%|Q-Fy>~P5T;0c6iDBU36t`!~9*gz17DQWqka3fwJDIW&(d!m_y>r*E#rM z9gpNV2V2*RJ&NWPE(_c~O-2hDAUb4omTV=&R&qL{B&pzedpc;W=I6gwN~(Y*Xs(=AA4&v7YcQzQE8o zJG@$9ZgUx3jMFMVyk(AG6x#l$4xCMOo5@9?w0g<7aJ&PKzI!!yMp0ax0nqO^^<{+Oe$@sTPRD6yypyoLkx6ne-INhThW=P->6{963e4R+==u zBO}-_?Xs}+q$;|yb+YbdL$nc|oCTGX=zydAt=Rm%FWiIs6?a8~`q~c{_)29xMa49Q zTxTOAm^Mq_vNIClA&B$6^S~f#ig^1oQa(#Ipu%F0EcfFWd3^tIyM$Ymi#jT{xalIq z1v=aJrW59zZwsuXxr17{KJBtedL87cp*7{2UF&%6)pYTB{2WqoV$$l-?w0lUEruyp z;OndVoqN&y<>Ii{G|t>{(|#?Cn$xoS35()Fl?Nx>+wzC8BZ7}xP?9Xc+{6F3%QD2B zoRuku3wCn8@tP4G`_^VqWhbXe=>@9-v~DIzVXGVrk|ghicaHhwBX-U$}?f7H`~FE+yQOkPrcc@V{}WRMy)8F z6E5pCNcM;;8-3r}%yKbYL`f#Dlp0j?o_4?jOH%LPLeo?M^Qx8pfznO4U11pZy z-1S4kmrcHvoy8P9({&l+v}`52W%u=Te#m4!KtK#_8T5eU*l(eh4YjOX)KJs-*buTK zk6V285RP>0E*utnB(|Xf*IqY3vXtS*HB`=f0MEq-UNO#01rFDgw=G2J@a*_(> zkstHR;hF7ZlBywz;|1Mio3~d+?|J`t88zKyo*04I!ZUaVX`88AFP^)*tzBNWMm zXga}8LzT3+z2TMw!}k1@mNypsNQCf8eK>b1diEJV5>XlwvMYk0`@P#KOXExlvA*-& zibOb)xU4RQX+Cr~wV`#sHVZ#Bm6XNb)(FYIW2zYm@t?a~uWW?0HBR2DTtY%WXEPHI z_mw>!$XPoa*|hKBOcZZnYfUEvwC(LbqR3#**{@z9 zqSVlTs6WDuV*;h4xC4=W!~W!Dd0D2`cy2k4?#57h01{3rsq&aF+08_Hri=waVZ+r4 zaU^R#7Fy6|cC6 zO7*EC&~+ZB;&ifmRmeb)&wrn391_b>&E#%)aRNq>9SHHmB~c%aVw#6UK4VpP)}d>6~Fkh3mjALC$I2L=T55e@*tDs0c9mliC|$iR?O!r zOc8(07PSPmZLow(Kce>or_^D=*{|y>PTg6zcy##hyBkuUDZ62Y7Ig zo;p&O-5V#EPI(ZMvSz+A3HC5^D4zG)86C!5q@yfQvB}JkyX7y$ejb$+obBOK(mALp zw>{2bi0^;QKqt|k+gD@aajVRPu9|XxG+@jdNfDl~QOy1+c4WHj2tM+5_%O8~%XrhR z)oYZzntF2t@jmXkXK&#!nP#`t+xJwi4}>%vUXW)G*s-DGmPkA67|p)D?hf`fU3)Wl zC;UyHKB18R1b>E%Uv3CX7q9wz>VvHpPAf&0?jsY)Zf=whXRikY5%fLMy!Mhx!R!#y zf~0&@1b#fuov>3zsNX+z^R?7d=6s}@6+l`WcI_3f;{>9nos|ELU?Ne)i$-@9cS@pZ zw0nnBO&8FRz$8#>`K1#tw;SX7?LO?Dh?#ijQsyt3ErV(nvVs0DCO2Mx(E+-Vxc6wz z*Aq%N-3(_8hW2C8q|xG4q%xU2fMim&6;RiW^DgRes71stZB) zMm$jtiu17+x&bl>*Op`1Md{`f*#eBss9qw-vT7?Ap)8);ICdY4c*jJ%=_x}Q=SB+5 zw4)MI{`J&Dw|}ITtgdB?el{!ZgYuB9om^9grSj3&>lUw`zSTr}l-alkuZA>v-j`C< z4ESWgqe?1k=+BU1Z1}zQUW4HXQaZ-L2R8@|#H)8Tc*31o`fNHuXF481+`q@|(@w%g zOiE$*HgUUz5HG?wnvxMkL~a{it4Pnq=F0!I63uf)!5@7nb1e7JN#B{jp?+i1ceb6S z<|qcZDMb*uh2kiunJ2V1JA`N;FC=ri;K~86E4JE;RyWLeIZ(3aP() z_p6#ESq6?E!RGNe5gPje)z#ILGAS*5#JGzV;+7(IXLl9)$~Cie+_sC( z?wFjp^;RiQ-4=b+(VD{8BolA>k+N?`K`_VkOMW>*?!fg$^*(w~{$F2nbmoSz_g0$V zGEfhA(DwL{R^Fve|2X}?HC(L5zmXN&^o~f{tE^rw^JfuOf{>YvgnipGL7|Ly&9_l( zCujx}qQg$H8Agz6FDyb%=B?i}ol&4g=%;I8y21jJP9gkita{OuV$yHHV6<~D!bv^- zVO)4#xB1OQbUNo575aYSO>pPo(!3pcfh=EUV1q35?R%OAghxgnxBFQwP2xDPyO^q? zs@a?pkg4|m^w8)#-@l&cHSRPIr5l6d*ed3^4~v`3h<7$o**5#@4!rWfvO*p{LZ5f0*?bRKGC#E(Fp2g6fdK#kCuA36oP-?~1M?(9R4pXyXU zryNNw^!EQ^flhSfExVi6OK*{i@gpg4OiBzTORd4gx*ZQE4aPX2oI_x32nn2OZSLMA}AXYOs=(v!I_ z@MDERR zk;uF_i70Gtx(9M`Gq1DSqTo^&89*3f=Dn{T{cyx;ptx=dv@)dqW}`|R6Wk5{GHND1 zE(nSIl81=+#*>vk_F3R~w+~3~D{z-oB;P_A(g18_b}q+Z_oVGgO)#S;?YziqTQta0 z$}wk4cr%N0@BCYPbcHCB8Ph{L2Np2^|F)6-4xp;NA!GiXK>YY*243;UTZTBMZ=e`B zc@dQV*WeS)vg;X;exuvDBM%0<_Nf-yRRHv~WC-3BFLpDrAnp1u@Y-pA894ekW9g0YDVH#wlq#!yq+U^%MjPLIBK7--V3qN z&vJ48;o?V>ltTaRC*q&4S*kMnqeU$nF~6QL4XW5W*s7;@XKDQBZDGjyLSfF$U&mvX zA-{IpX0+Lxq|SHdGPJi5$DY4_46U}^6q`XvKioeYnEAOgbk=+ke0sW&as4~K!pZu@ zZOev>)1i#Q=B(-SUrQ3(wPOc+2$VQz7D>v*f&+ttkwRP`WStNXLM91KsmMW~v~5_< z6B;Tf(_`m#+}j^>AW4L4K@Y*ay}n-dlTYJ zBWaf`slL3vm5|$$Tn}UzN(zRHCA=oaWN!2h>sXkaJ?eLQe|~*Tv>t519!UcyK=yL+ zBF(tMkW4%@IAS0PWS9geLMBDS9S2OJcqAJsLeX+Mk-h(l?*nQYF?pS5^)br?o$|f( z51Ph$Y)Me$BgE>CXZiCzDc1o9hgp-{jM$~rl|fpYt=!;=J{5E0>m6&49B$NnzXPYo zhiSddDH6*6CgM*v#+z;WgYss>;0v~4aS=iZpSyYX{7~DsXNWIBKN0be*?XGiuDV4* z?9vuW2H(Hq--_k5&7fadkSAPKZ*?+>NqeA-Bfqux{$mi~*5vfP?h5=jsD3Gahq84a zT@iQsXb!gSz1KTSdE+h$1IJ~8JO`@dQDR=#x12hchr8#Keoa5Y)ku8j#IZkH>OLxB z)u4An*~ad+SFv-P!R;e49h#xKwnh?)Lsw-*e(&UwHOsbsVwZGRI)C+3Jhr@Vyc%SN z6O*rRZ9^)8_0=iLj0O^#Ge%HHlk`xsV2Z>_P?U!7~TsX1= z4iJ9Wk%#TLt8UAX5ip{jI(+zRc^i}`1&K?jSslm%Q}Y;KP~4!M-ppO}D%k2jQS>~tJZ!f427eYC*7K2-;M1Dk z)Co)~_rnLyo?oxJri#Zx1UC$A}Ai$=qZoy7A+;1al~LrIV;X z0I4EQUAYgU03g4?sF8G#7^I5?HL@Jihdhv^K_-j!BDLT&NKfbpa_t69rLlMf04X9( zgWQ1yB6(zJDnlfE0oW2ycU^jh`8W9r)B40tlq78lb)b#EUO==Ye?QR8(rMl z%Q5vrXeV4vAc{jL4#ku#Z0}wZIte4Ks7TYxPbiDa110`=?@G&NnQO}Fn{qRvT|jhd z;R9=T{%HMlZd?40EZR0R$yLzdxdKJqfTHd|Q4b&(3y_^zyDG<}L28x6JY1sh9!T+>uf#Q%qEe|(0OpnX;r%QxE7Ki>5 zw+D(}rW!Ne-r3Q~2Ph8v=gt8rF7c=3?1$;}2hPF6*9$0)_zii<8TJR#83_9W=?aAX zfpi1He#2dAf&GDVcXqc2!u}w70Aat;h(tXuqkr%`t-b8sUF{uwfEeR`Gy5I!`b`h^ z8yRtFio_piZ=l3)Xd+Q>dp~=3pu`_|Z)bm?#2*6Qp4PVZK#4yje1H;v82C7O*<<2= zH2Xa8080F3L4@%dld#|Den5#o4hPzMc>pCbu$6aJPFb)e!AL#Zhs03K4?|&KF>xpe zhMcrz!j^;}k8DMqBp_hS1eX`k9Z2-M0ftLn68b9!2VuzkPYi;&!%+P@2KoQ=gTjyr zc5oapL=ySYjvE07gE0L68VH48`2Q7yUDnTEG0Dpe{BI0Xj~H+Miiuq%3>Jr65=LNp z{-0V1SOWUDS_l|^Ssnj7A;u_70{@CZF*E%ggMqIIfk=w|OUNZY2n4|pyrM)5a+&4J z>%RoWpzte}ib-IW+~57+VpoJfF_Qo82Ss2;UkQrCuPA{^g03hL2SNU&oA z#G#jq=JNWl5OJ8~Zy^}{{|dsd77+{#xuOIn2EC#LCVsh`{}%)%aasC*#o+LN3;FFo zSP}~U8w4x~0sYMyEFl5@8yF0~styDPUny1)TizCGT&K(Gj8T}V)Fs4HO zRtE-&i(MfIf?cT@FbICd1u$3)^p6n4f9(fj1}&z^@J#gTVhTF3gT~#VxQH{K{SdhC(1$gh0hEchLV80u_fNu7E%# zAy;xN4!S&Y{&z5@s;~BgT~#a&$DE*ljfH_E|HKggSN&iZ1b(FmVG{qJA_R$DQ6~Yp zJO%!jpak^y4u=W;9|i=|?_Yv_ysVL9&Sc_}5TK~8hldXklh(^~Rn6T2b87r^BP&bf a?PKlb9zo^LyV{_Q!Vb*}3<7KIfi$7Ts@&O3R2U1&GMtk}w%KMuf;6Enc5A{j*|u zp@04Zrewn*um2)>YP2xGk=~wOHd$CjK2o4L|3Uz`;AAdVMIXHN}Erkv~7)Bp_;}J$5Qyu?8`Y*NOaRyH4V|H|?tlY1i&!vH8 zsz@`2(B^R-yGuGWf<&w6b=ni3%SS6a3#?i5JbMo+42qXCMt5$hHql^fB_))o+Y-pS z@fm^9yH;>zjqml_J*7U$I`Ml$5}WN&(_V`&5bNvFK7TZyCN`Xi)NovGRb;_YLZu& zFj}jJEpn~w!eNuF8`?y5ckW4Q^y1Zj=+LoRyuv4t37h35fPFk1)3_=he$kM-F_Lz> zv^R3Hy1`Q010NNzmtU$`MQ|&wCA|e^V;dEoAez!bq%-c>Q?>HGV8mZ%!mR{M70;>u04pOCIc;Z}e^np85nLQ44ddiz&}ig(GxE?Kq- z%wJ+O=6|G)z7}950hGV*J15wybjTN#E4PbBW!!R5j}&)DBbWu$RpPo>t5rE$oTAo$ zo<`OvSsq01ke2O4>$wzk!=F5zi~N>^NKkLN_Gj?@Ffa4URQtJ1B80VOdg@qe<-d~W z?q@MV1*0B%yP6j2hGv>4vJ;r8IV#4qVKG5pQ65r^EMUA%w( zEr)B7y5d@X4sn~n0%j4&=1G^G7DD{gt9KAFO)Zb({xrD#c%A(H34Kn=f%KQ6wp_n= z$zc_gTxK=VRsh*VkMSFN0qF3DzbS9}x0Ob<-AbakYwM>MXj)lRDCG8zC8WxFk_*aO zIA2*q$Sb7c9W_29$Ji?3dxnkg2p{dHzMUp7^=99>SizyZFIU^0|BZkABcyM)*H)43gNv!_ocBxIBu6iP4^ta z)RbSd>oi=gK2Qio%Hy6_lQ`ap=zlV(>q(!bnJ+9jZ8(!(K;_PpnBU6OJnOw9+=gHqOrnb%RPD zpo2L-g}H_eDWk>-hsE*;p9d(`&&qb7^(+p$i6|j{JDN2SX=?f&0%uUFh#WGO*t2cp zizqE{yP5L>vmO?ETHl+pc$@QM8RI8p&%$1dP$-d^7%FFmTZwb(uNX#Fl#8T%Ae>kS zp(<(ivWhO>%p~JsM%;Y=oOrJksEF38+f0b=cparl>g3zE^RJ_9_I!<~?qyTK=b34g zb*dk9QkV&6aj!Y~ol3p#Bm492!a+Cn!#eXKR1?|0^(bV#vCihO_Gf!+Z&<7&?HECvxO zph?%zI9hct!L3D99$#c@wAOVk)=E6@Mjr8JizjW4`HFiW!fB|zDN&Yqrxv!c?3})| z&Y~&*=5U$7phL4cP__RYAw2VJf{3=JSyW2eOZ8#dkV$5Q!Ny9jlWeJo+&`Wj6c)sv zXnsr#Cy>%W`=JKaCGyKeiy4_Lw=WI5I`?EP@H^775+eZR9m!L~ zJk~#3zH@hN-zC@Hp+k);^H5SB>bmt8z}v1ZZ*esDGAC~KjDH5~8oOwZoRc2Eut~q$ zk4|lkbfOu{N**e{uv0YTTQp$vo&(Rnb2Gz|imSyK-MzYfZD(E~Nn>>{d4`y$z{wcf zk&#%a(#H8jieq`Mx?SmsK6II|)m^PbC3!29u6JUKXFQnUbni32T`Unw@)ohAxmu zThF|(&;?0A|CFT7d+%ps^rP@lHM~Yi9Rr_U({J>Yd~+feMA?t)Q|FFi+U)pBq>`Vd z|Iv;%$7kLQ5b*lFX1Q)X>%ea4G>zHjyhU_Ho%}&mI~;scCOw=Gp&J)>0DI)9A``m2 z!>m5^{my8>6kSl|a`sQb-F}X7{=VT-L*z|qHR9N}a8g8sNo3DkU82b8b3BEtuF=Mf z;%kB8UIcxe>u#x>J37>NNkW`&8Hu%>Y)gKy3tBr}g0QRBtLYge<|&M=wlm4lVK}O4 z{=q>krBZRvct(NakNn%pUR%u`v}%vn+h*!FfSUtNGruu$`Q|F-l>1JXI9hqXds{!Q zT^cKE_Y6y^RQotK8lV2|d9NCQg;vL2U-K0Qu8o`52|{U7`T2G7LisFRAe;7u58w@& z3;rY_Q7zZSNE=?Mw(imq;*G@hC!U`fWBaXcRE`G*TT}Bq&O~1b|JXreT15qQ4N1)( zQyisJ{^a#kl{2aNowbI8v^}v};6SZ`#`yT*L%=hBHJ>s3c|PhrFthHr?mN*n54?jr z6ZcY?A=7V2hsduBcZBg^3Wt2iJ1!z)hWVwrz4@am_wot?&r1{5ut7{nnp@9VkV7^w z_X%&=UcE!sf?iRMA-W>Oe~>tkc!DfY4OH)LyRg=E^%4;`F=9=qtK~|cSIbF<6%M^O z7cBqr3YRrzy8`;n9_tjKaYb)*MgYAf=|L+eUw-)lQ}kKL=`tGzo1szl@$#QMbEB%dLq`r6&c^3EJ6|E)D(4fGDOmsvfo>R!oX+F zxu$}e6@9g;>wW=Vdbg%|!~crsXi0!=X}e~O&THtr1X7(&w^p%>1ID#3e+wV_u~Lq- zhgW5&?I@DX^{TEMjoW)viKa#2rWsxmF(SI?9;vTf;V45|lH*PnzkSI%utE@Eedwy9 z;^0ZI7_+ai%#^iY&XB)|9lFu5#UbhC3_8dPL|;UGx!rT9lyL`x^>j-!eBjTx>fJh2 zC}~sea6Sd*PE#r{MP~H|=h&8x@{|nhj_9CS;u79gUqm_Ss8^V9#?f7F+YB?z(j-e) z$S@m-*HW{iWb+?)+MK%@ZuU}e&P9^*>(2+DsVg+x17%y&QNvls1;OBu)OY=L)MR<3 zxoG}|&u)FMA0F+-wKX#=TB!_X)BE^`v>Meyi@3~x8T#BS>OUNei9)1ZrfZMVM=Zr$ zzE8Ovw3nP!AeB8_Kh#D#Oo9MmfS$hQ=#?7~;)ZSqsAK1~;uAh2>f?HH*Gap8|F?^V2CW52JVb2XaA#ID=Ujzc@UGzD>?LSz< z3b0K=#fQbpvAHeZxKh;(lqO!e)Zp!zj>v=Kw zf4fWc0-5o7KXtYFg44a_BvJsMb0-#yre-WskRjE!qr7GXcG2u#cNB0@;-|iVYA3mX z`#$H43&^pPfY{Uldav4#*0oR5{bTL3l%Q0%L>xQw z6lZHXyJKj%5F-q~bWxrz%L9A>_Hj60_xdjdH-rKyi*fLGRM%4#DW74d%0fo8b%vW( zU=CHR{BidkA=`L!7^H&iY9OlKVl|d)!+Nxn5+miA92m*xoMyxL;T62I=9PF8`F1gj zjQwDSl@VjlGj6d4NAi5j4t3sHEz{r#Q_3ALrDB+rzLajHHg^Buu9n)EvXADY_89$0 zvn}P$k-YJl?-?JXpN#~QF;!HcMOtm%DC<)(R)>G2e#taQhnrjwcsGwCyYm^T_rAV0 z$}YX8;^l>lrlP~+o?e}82dTiiba`t3y;c+YEg2Hz5*Tp)uA*rMUCAcp*EGatY1qxO3b05$XBam8|XN*GLD$}ehCp+^haNJYWr znPy)R`161;SLboHYQ?9LWJ^kNFJ5NR`+Py+y1AQv_{xf%D=-!A?v|i`Glo+p)t@qa z0#nJkMz$mWN{7O+cip11q`~goii~X4u(gQ--4;Zc2L9unpUt8o6_dq|xbcJBd-EIK z6b(MrAo=qq9lNP;Evk)MBJstIp2?(9aH^)7< zp!@=AUGYKe=the@tboDfJ=l1MEzi^iB*q;Vn8PUFo#+7Lz^em3FxQbNJrb#()9WFA zp6{P7K^LB~*6cMo0+k&wcNl6yFegMIH%C-z<{7A9-+cAnWnfH0$WU$|=(|6*PaBK)$i zF9eAOfil{x$7?Ux#VsEJ&-0aRY4F);ZI>X&0lHY2ju5?Zc>Ml<7Zok;ogdEC?xNYc zWLBZqmyCxi8{3h@mDMNYJL&GUh2;-W9w5Bo6dSR*1=V%dBll0V;a&iTh>@Z1UjYZ9 zi77hza<_IfIAe6>l%K`iT}Km7&LL}jq8f6SgiQJFQVoTZ+aw3;Kr)wZ%mqz#RZq6q z@2dHUI}TM&3;$Oe3DpIq;YAwjSnx`-mufntI^No`j4r0av;63}=|
g+qSfioQY0xTDOY`VNm^xwH1^Bu zAK4tM-i<}Q``=XrL4LgtSaxHO8wp4gcEprj0lg?SuefItS-+0Hw4z?OB#x_p(JaK@ zC7;WyGFxbfgt=MYmf=`kSfM&WRn)v?{G+ZYpBNeeY1pM`UN+8x(i$raBy_w%f0iF) zwa^7G4er0?h#TXr;8Ac11Sa=-xUKK1Wu$#W$ugF+UYjxKpxG8TAFNL!y&|Pk8ZgS% zbT(og!0wgI^-L|1lmyp@fQIxiZ27kBUrX@6Rg1z}=oa}HZ$l&xYI zVpVv*Db7O!KYr)!KXEy>t)p#WO zk_`YTQlGuJ(rpMYe=LaBhT(}nK#d>8WA;A5}FSe?KyD#VBSk@&k zn~k}Vl|FS;Z%7Fi%>AOh0%zT&{cl1){erjX+?%wls&=D`GuLtYqUICVrerP)R+>2g zpg2E6ld=BS>RtN}!Pxrh>QOY^NSW>8G&Gkb{&O%V;2W}JE^stxjybaY$`W`t!2Zb_ z>T9k-^jKqEkMXh0{$eeK1iP18FAe@utkIHk6xXA*aITt;I*3)Grx$4d`N25)A+Jm6 zI6^fO=#ervc2%cwF7T6~s{Kq-)yk}#QmZX~505T7SUYsb+`a1OzPOc9)#PmN3Nb!X z$j%KaZ1d-xc$sZ5M80PKlBmJ}{~yN5Uk^9>aa0#x%f2#3CDsc7_L02ntUPMn&phNd z5_uI%)7zdef91_bZN~SsR%DX%IND4ZnatgCCYQG#++XH$+?e^if?U5R4#uI^OFvX) ze+=n9u3ul^8ArKuGh>s@zz$9J4D@C~{0l~>pQkMDE`d3;u}*diLDmSWZ81C*sgm`a zm&LAH0L52LQ=|9YQ&V>1+%G9OjO)i18#y{6P`A9xCY6JO*)x=DuFso{^KZY53_kh1 zb>|t4|BGbTP}@oLHAjR$y9HWCCNcGPehJ)^6fgo5XtHIvZ|drklr^xVUW|PaR50&? z;LJ}7cy+6#i1^{{X{Y^&WI_|(6rsoE+;4-lO2oSw0UsB)ZHjDeZzy9imgDlg4+rk+rD5xEDxRiN#y5#C zhF;JYYErh0nd^V-lT;zYKr_`ew8!0Z;$~6rvl?)KZhxgo_%COACB;bz9}uwLpsxs- zmXfrQ`?=`?FTe_Px>c2atY0mQxyrHK1`!`=-xjBSON~ZLe6d5LUD!oS@+st2xdJw8 zGhW}zhJTC~)n}}W=rL-3s>*5~t?!mdYLs05CTM#gUgn2}7D-}=$@u%pwM`de%>|Dg z=m?JqOM2L=I;TmrBgZh2Qd0bQAT&@fGbTQIu@QE!Z_?LX&>|M+_I@!)>&gB7x8mv> zwI-T<)0XJbJr9CCt4rO!!s&h^ksg2ade+#*{!vZySlpUz=iP|1VldX-U(#hO+OjLM zTkLWO!YR9Rj~-_?ddz%0X%{BZ9MV4!Q9P7N`OEjKZJWpH{$Sy&kW2SN)7V$Jl#(bB z&!Wqgz+2kS>)eVt0{cPcV}Mmc*tJ&^uH)<|3HpyEQXZF?ml+_n;*D zLU_`V>hN{dSc50Tlj(Zy6WxtNu^%js-|Cj}ef%~E--I-EZ?`C6nbwdz zML&0y4%kyzqm-|7P)yqVoVE6tKJV@E+zSO!7A2{=iLE4Rf|=N&Y|tf5q=p86d4+LT zECi8Oy0lGtmp%IyW#P1*t7E`UZ=?h@&qj4<;E!g54L>{6_ zZo$Bwma4Q`Ru;~yu$5+L59&7=q_|+fa=c--w@yI{e7ugWGh3m26rk24W*+dBtnX0y zR>iRbPeE8~4q&f2mkuY1nyd?pXSU+CnpJ-RDIb;kx*4Rzo3Op|w8O<}&qH1HeFO2- z!hS(r3zw1<@!Lb@;vcpB*KjXgs&!*vdX=80po!B+VbM}A&od+=ZGF`s*MT8-jdVsX zhZJG^4PIPPOjQ0vel(;M%4*7BJkwf5p|jHtkWHS+39^f6s#@cubv$0&Ica2FJHp)2 zX2i^JQjo|(V3<`-5av903TB6kv8I&Ug$R?u&4{@xBv{kHM?r+42Qt-+@wX9S^m&4cK7DHQaN*%Jr_{~5V>Isl>4|4h72$1?wneH{E92yVY+ z6@gMdgl|L8-^!FyK1drog5w``UuSOz!t9T_Z-5sN`bYe(gEwI!R|8hJW+R4yFqqpY zDkumnEiDa#f@HuL4g@k8u}PmE z%U^yF7$J2a5aCD2e_)|7*)stXbkBgnz|v=u0+WFd4)A|PU{Kf@5Exwczd;E4AP^WP zCwGPfE)70I0w<*AZxJ{_<%~@heg=e)tTQ08GHCD_5?QFs84|*NXGmn_;QvkX8$=E) zdj^E?N8}k0Ihgc6An5-}zZ{`8{6!)S0>RFZNJGz(NXy8c$qZNyeuh{E_P@38JO6N* zGiMBf|0$6Fst*wSY=9tHFzjzS5aG`J4FZytJH3&okN>YXkQ`VV{da^QIjGE8NBCKi z)2jJvLqgY*{(C<#=qv~rBn$ns7XAOxfC=?+W<#(H>`W~Xfd8hG2FaZE#((L2y=`3F z9lR+O6o67jE_WS(gliyW=;h@L{L}EXJRQA&u+u)sVF*-GqV(~#@%9b$c5tLT?Mh%u LK|u|JtCar-i~Hp- delta 11811 zcmZu%cRbZ?{}0(Ko2+A(b@s7GgsjM3*$yJd4$-k^5l6O+BzttM>={D1W$#f*W`xY& z(cS%fp1Yp!A70n@x<1$EeZAkGah=yW3XAaG_TW|U;t`6Af*}yhbv$RZN9~ijV?&=w z(aorvYaWxg?aAm@b4M;=uhsYDp+@L$2lJ=yZw>CQnsMG~?)JW_7%oM^pB%3gt+JGS zYYjW^fAo3W;?dF8{MpeVCtBKn?EL6kM2OrO`?7JlpGJ zrBS}9!(H2R3KK@)VKQAfI!*4(Tm0nv_GCGzi~6t^MIEt_WHhZ+C93MNQY9*CPQ1{I z9}=ftMmdFc38d_mi{*TE`?@fg4gRX@)$&1B?77Fu{^4YK-W_b>-dW3Ix%T~Typh9= z7XS0nVIWOL>y_=Lwenb|mUcC}-m4#ahZ`E{U(GQIBgS6R4?qI7(2Q(LI+)8E9YZR{M_4N= z%k+h->FQm#CrtQDPOWJ4>+O+Cac=Qs@{Ss7yJjKNzUE1sI!W4%V`P3KIxpVp^ipS> zk-$gVN=*ukoYMdOZt&gCWx-X1-C4N4);yi8kyDukbkVsP*$U z2%v-Ty3EgZKjOKVZ^$5OnQDCu)w7wu6LvOaGb3?kx4-9h{is1x_e+m2ct216s1oK{ z()>kZX9zzUMfxbR;{m1kx4CvLf(#R$&Wg=n?(~0fU2&h7)O3p$J>2GVM@KF-AWL{n z4jlspdIoYUb)HQ4mbGn21N*4M{59g=(WSkxePZ4ddrf_ZOP^fU*cJafhsp~C|NWn0 zn8-zFly-nAfehJqVrceT`jO$3y#3CUgow z;^ahYdNr%U>Q37>0dmoL@nki+E8a;?u2KVi?gTwAJM*D8o))`G6THED1$WT9h=IB5 zy=?hBcCLSdfR{x_L|csvJP?sk#h1cA8A~AK&kM^U5=WQly1h*NFj1xX6ICC1Sv;eH zI&F*skGtIA-b`Rrwi)I^Uc*RyW+pzE==Xp0Es#x#)pQE4s>@Kw8>PY5^3wpD;_Sxp zEjS^$2-$z^;#MuW9Y)ge41$W|U-Pu0zAFX$5y%>YD1@dM*QU$9ps~1=b2Lw4*+y91 z7b_(lVRf+=`S2PKAJF#Qo#4cF@hP?X`-&=ud#O0!h>P6ZM%c5 zb-l`mV@1=fzBWgC+hX?Vc z5<=ojH>~qIaFoGI+Il42-XDFQeKl#*-#@eppbUCC}Q&*B<$v?C$K&v!Ctmc5qTX30Gu1 zvW30SY*&t$ZOvS!UCh+$A$xV;b{tpdlub-8vPM-O#KKnAb|Y#u_q#0eN95#)fB0@G zLaPfOW%=1I_tW}f5Xi@ascAENoMKmYm>;@Ixy|Tz5{#~G45m4g-LD9dVVoMN3Zn2P zXbhA2p_Ho*SN2&x8181@1Hmj?|M~>F*l@(HE|?l?AuMP0{R@wu+jB;qXZ|XvAhDql zt^?YIDnpW#B2awSLR33ez5|YgS5c zq6M8lp&NR>QhlR$L~A=TuM_!@2ehAkxI)*j|3<*2^9}nQfybSGFP|cQVh8IcHxVWC z&0(tKTX;4;fJxhi^}no&Y!mr?*CXya)(&VA@CbaQvQoGZ`b=ZIHCwFJboJR)u0$PE zwqwyF_V`!Y4mT2$>TaL{Yll?s5juDxdFJTQk~n9(iQ}nXxWU8tsGPwMJo#v#|?LsefdfR7dm8Kl{+)m=VV5gFPdk*=Vm zN_uhKZisb3WKXSB8^VTN+UzyWo~QA_^AoW`$H;gw;uz){MBWKman+i`KaK4{lXnfr z+3JM-JXJE%Xn7_gaZA<8qEBZM7Pg| zTvToQ?*$sPpJv`R$JEai@@j=(O-9%pljI|nPkgKJf_vsC-g}Hb1OeYZkmm_sui7HSBixZwOK~$}upC zhVmk@WOaqE0j=+zlG56%EVS7p&j`@K4GKTpN;9H#0r1e0VqOU-gVZ`d%|iGq9hW%mk-a@`!Mhb#Ir%j-c!Vep5iC;~F6cJpc0|3B za$_&~tq+7{tlkIm;dt}>A*57?{*8Cl{9>YmSjK`VpPtX0FVQ1J;w`d19%MBi?jLp; zX04l@KXTQKZE*q%&`CBFkgZkbS0>sKbYHH#^s@6qW(TMJ$dHhgFl9ygb~)`-=>ab{ zzE+d{mE7_aF*gmx?7#f+IVI7g$hM^L?jQ116pH)ef@hEBw`K}h2iZfSA5+=ZU(zwa zb3Iu<*gQ<%s#z50t)6{GUuVy^6}QkFF&}F~5mYbL+0mteA7mOph3w1_nODqE?A0L_ zaAo1Y^=?e}D>BueXFTR21dhH(}O*E)_kgU-{hrWap8TXx zRf93au|VTmi2fP9a)#>a*J@tr{;-EqkCw$doO67YMc*>Bb#5Iep~tD)jZ@#2!n3>r z%{P6OO{{O5zdkzU8p0cbZ4(tyBRlgn=TS`EYa>(DfNa&QsVl?khQ!<{D=dL8 z`}2bHk&918YHX7h{XS7bZhoUscIMq9q=rfNM>I5?_3tuH+8Z!u$bAkdv)`36b3U4K zzG3BVH_N_5q#|LN3Z&fE`B;)HfpHObG*z=2c=iRWgzpF# z65T2o)iYOTAnUx1>Vn8&;abK|5fH=yy}9$v6gah>^!u0wQ?yN^4K2amCT&b#b8Bxv zt=3Z49I+}XzlNvlh_{OC*6xWVvsuz9SE^Dtp|Itm7bn;ey>;+7x-z4&1MJpc;+S#R zM9I*^9FQF>%d}u(AMJ0xNVEulXaQ6Ix^q{iWy-^+lE!LGT6;$vxVd@yWT&0t>QyNP z8{*ui#)r9%Gc^gxt;3dK?U|)eWAdXuH zX0IzXZ$>bEJk>3tBVb92p0l;iR`40WWaE*aDN=QW20X|Wi{WS3SQC(qV8|rG+NyUh zXVf+94m#V9<-=lBChm&V4`>59y_;=-IhRm(yj8Tc1_#fs%&idfPqlUNnQu#*t=1k-ef@CTHUxQOlrw6`&1eld!6D=$7oyVbhN6X6_|KgO>03>psmCQ zu;g|dy^iwha~A(bwbW2D4Y+am@X*B50}yDUU&`LU_VvR(N#33%V zmJ*YIbh)FK_pUu@K|1I8dDJ7WfJxT3vyA0-=wxpVzGj!|^z?~WBClER&vYzUJ+&he ztn*N~vn4R+N4k5YX18f)0V{0H*9^K-@M_zd2i;!co4w>_J~K+ry3CF(BJ>a+*C0CB zBpFxFDIX$l>#z=4o8rX(Y@%?xBIUi?faIOkgOiQQQLP9jtz)6Jes;Tp)hEG3g1pxX zIvlec*2tmCm6fm4l&~A|_LYnTnp%rp%Kt>Lp;GKE`R;e)v6RIu1H+V&3iDUyXkI{t z*Bwt2!n7~%o{CK{aE0lyb-rSU*rU>y0(0)`5_kCXy_FvJufDlgrbWQ8;$oY>t_NWb zrb9kHP{M{W5b&qE&rKjGCwP+Ro@#=e`p^s0+4n=Z6V#E<>p3OL`QH@}a*3Kxr z5nh?$z5-Fdy8EvC(P71MV7Fn~VbfO1o008bhu4tipzA_n%#P{-1HAaoJI#bGpFDCg zmIl&ScEklXUCyA>#u5ys)qZwuutYr>`;5E1i-DKcBKx&nr#QbU$MLoo4pcrzy^(z! zMZUEIsY*-|Qd|p0F9St)!ylqaJgL`xGt74;V^chX{rDCp4$3=nggkn>24Fx6h9;*4 zdBVF2Og0HoM2)YHt`*y2k+gWx3P|P+(u|2)Ao3cR^!tbg;vNvYH_FSbLD1#+xR5FINi zvWtKw&SPnFXL4fGxQ?RhHOc$`1EEb{u|Wh> z;>A4-nFal@Q$b|rEO#Eij6#@LK7#;9M}^Z$AIKCtGROLo0TJB&X~cpYpSx!1+>z2w zUL)~AMI?h}a3UF}$QWDRdzRvgRA~k4aXy%;n;)Ij{ch_vvEdV{QS)JCLfLWsfA=7k zK@nv|;O#ud1MnKjg%LkTr) zR5Yf}o9x~xNqwQ}78typ&@X&t6TPY-wiZOuOi7zvHmmVvP?pkC`YX?Iktz{X%0H$} zCWJMU0=pLUxciOU!KDmiPN9aCYcZx3K2cY8>^oliyS`RO1_=;ZuzY)TDJ3_@l>V!G zT2ClV36DBUxJJ=m^GExS**m3D&Ka$$HT8b5r+<-miF*33U7zi76cbxefI<FDHk%@R*RdJJ}J%S5X#9PL- zd=7<=?hmiM zDo?YeXPl^79o4O?jJGn7dAcJmw#g9){W>WCtTI5SYVehl?d*vreN;RkHGun=Lk>MK zF>yA`k40`Tv}R?7_JPIy!1nvOcNnB>|6*Bf+6|B3qDYZ>rlTg;0)OA46y|GWy}nNT zk#wZteaUoOFR)bf<%IrjDn$}k6613}GBE_Czla#Z@%im6k1JB9QC}@Pg^}dI#4>$l zcmE7Mln@O36e#<>zB=y^M3k>bGGXW6=7OeZyjF(2qyq6Y&A(lq#F3U24b|5U!osU~7>$$2*mZzFA z>9~Ytr9t*4UEDbb{?5*Z2*jt6>i8thJ<+Uz18PkXlPpOij}6lKQ}DW;;pKdK|G0X& z@Kd}_eFL4Z&y3xR_0R^*g%FBVPlXzn{$=$$?CU92@58}#2c6*qjZnB}bnH5!SaeXD zoon~{;aGS{d8*!aFtpUIT3|aD^G`B8fBN7(Q@Gc}3uz$iNy_I^`{mEya#K=+mSU1U z-{;k_;j>55F;!c8jGuBrt z2|CpnkJ#=%?B_OkI?Hjx#>0y(C42d>`gPA)(PfR9H2Eh+DXfJYU*ELquwXSSy&Nly z*3pNK&y@0gPq)1@!k{epexAstiW~ONpEsNrG*W#?|0l-p2Tx($>+(_UAss6-imVpE?av449VDpKfnb9P1vR zzrK93G)Vm5q%R&wX>Mlj;(?w%z=LR5l`}2)G8MGXyfrXZBL|CfcoW@D(I0CUW0xNO z7WnPEh&{;}AoOvK5T#MKV41`ayL9;$%9eJ}r1fLcyVmOupeXPJOw4q;k zt)d-PZXZ3XCoQK~vF&Sn%kdeevFk(U+~F`oxEw`EDh%lp@*XRfH+-f2F-;P@XgGsqGNh-=cjxF`W}?xqZE4_VVIrJfXx4wusmjjB6M|C(+JlF>*|4ettgZLp-T*p!3wMweh2%o^ciI!|*(Dod+00ghh~^WWfT~l$!yXSUfLyN7H;5A z*=6G7D6>B}6vg2GfxePmbt%l#gcTuQN%X{NdY4i*j>5r!LqL?CS@%1nN@|!cky&afqfi>$`aS;O;*|TM*UH%6z5CkF z)_$}fUtza#RCh#_r9uQNKCG(w7(Pm1H5uv?iVV~8b(ue=!Yz1PMAv)YLXPic%=(qG zO}=y6$g6J?FyD|!>ZpxnpTqL%n7+KTL_q9nx_l`M?SpRji=FWku&m|ZPrfHB1{0#c zyYY{i!*mBwDWHT$PS?CV~d(`((flN%Rt$HosMnu zg~fBccrAHBGCLPr4^MYHtNRxtl=VF_FvgONlt4lZf^lX85r7de%nf!P^wTyPMJ|$? zTLzVUfr0Wey|(U$E$2@17&BXT%Y#Cxpr>~tpdI#0y&)r&Fjo}AV<(bwo;?yxd`xR+ zTbd6AIo>O)cpK4q{UrTY&&txCJRfhexiRXP45z$574)q%POcq3_hS3%I)?&r3*gSNTJap-%8s#Ae+U<25kGmKt> z1jEeEkI7(*!@T04!^*Nd;$gmU(h)#l7w6|jE5&QN6LOJ+9z4$lZWpZ>$_(b|7;9{{ zP!2Tm3Ymm`A{fD^Q`x3fT#tH2#|iNVu0s54AyV6tlc}y+buMNdb{$YF(*-HPJ}Gm> z2Q@l!nK?yUS0&~|b>N~rHoFE33sWsE?Q2iKh+MXbe=qLvuGrM}N=SKOI#XP>6p?uR}jRVhGb<&-6A;okJ7!2XrDYOOr7ysJhMM1C?j@<0+K}MaUJ#ofCdQf{6W@Q&hZ`9bb0O?mL$g z@1I`cqW`=H7o*i+uB2Y@S3d`o(BZy7os1ZP5m4G5X zs(3i>$h(WBXm4fIy6i=+8Bmg&wm)IHSf0mU@^v?+rUrWIY0kOMwMBO>DEQgM3Qx3X zQ~rkz=gx=TlR?0UGFd~;#c8wF9OTNIt|@URqtReTx2k@kTp zfcsav0E{;)Q=?dJvS;AM_bsRqT;iK%?8RUO`3WF!@n0pZ?tU3Sa`WJMFi+sgiZn*e z4*cdELHXVm;hkJ?8mh*VPb>VH-WL?m`)$Cs=F0;K11VNQdZlYAz51(__{CDXovBVy z_rBWLt<;T35p}V?zbjE_>-OTYm!6lPtH$87?{{W@cpE1Ms8HFFO_X@BIWN4s-@z=P zoL;&~br6LHXbI@5bZr18w}}Ow1UxGia?Nz!A65rZT|QNyOIeAL|4I?`c0hM;g?4>; z+52;lCCZoP*5s8Q+^^m2!QPo>=SyQhn$F$Ar3R~6%GkD+9;A$UcUxE|FnHj_%v>+{ z>?CS3<O7fp)LtABVqxW0~9#qOtWuZfx-AjDX`hKJo~oEzFNG;G4v}5~0H?@IS!A z_-Ij*Y1p~gdpZCh;0u{}(AsaFTn1D0-3_~H)atiUXwMj&HI#Fr$)=AUrkU zI?yYT&scX((m$z_$~XL@i!FjrPzi{s;5!&1+X;yJM1L?lnuJw^B|AtwB8LhVv9gb- zBhp+2>FTp*I-p0C_dN*=A~-5d0YiC~<23;HZfa(Vwp6+pZVEL`G|_pPdt8=z46AI% zjv{@00@Ww@xzXu256W`gIDvQE5BhOuN%GNB9lR!B!KIz=m4$ zGuA4edJ6gds7|*uo!FcfC)byQz>fmD6aU@L{=TUYU;qekab-zM1AxC&5XZb12xme- z{#*egK!2yvQwdsJ)nE2#3KqC!7JN|BSKW4WUPwHqlKTZ8##Ya$`Oc5tLH0|fa!&n_ z)2gsq!p%0u1a|FLHjz@-ZfV@INw`(R5yF#ZguR=RswarmS*&vGYHyh|8ST0G#P!KZ z)E6SX6RkC~#BI%x@&xb^vtFZA$Ya$*bEO#*@W$D#o1jXTeNvPXKVfK8W#MG=pk;Xf z0ok~C_b#PIu-MoCK@<8X87TDcYfVH)-MtGyG3`NiHye6LydwR@v)-raye0voq)cVG z2mTlyrRHx8sC_ZkS^K14K5VhPxIb+0)^v|#WZ%=6x&)E1hc|^+z@5^a!CS>U92`GN z`g^g&Z-J8!sD<`FgxYZ}cd<-aF?3rotQb{zaTPuE(aq~9k)aqoWF1dUDuK7H65=zEXF zYa<5ARgB(Ax`t9=Cq-E%(_l5ADls}BuHls#`sGIsDxr)$g$ z9ejIR>vppt^edMH18JePiD8=~eX2F-G_8g19o;lPmb2q;n>)B)n(>4^{5}4M_PAdB z1Rnv%fcWXLhu1vt@DLbhL1QL_*q<>0L!o~sSe!c5W!z__gN)qR)^5(vZjdiw9_Jf@ znJ#oTGGTf_Z-R4VM4bpS892FEYIbT1lVX*OW%c}Y45)h-B1+!&am{24ZwIRihI47h zq+E>`v2&>noJLT-e*H}MWo$*v3sBsCl`{i}MXo8gSAtwfryy`c{ZYipF z*lHZfn#!Nmm7)Vc=_=PeTBS&vL0Q{m!Uc8{Z+yU^5CWCvi2f%-!IRM}nXlR@pM*#d6+ya7MMj~n^fxuXDL5G*so zk_BH3it*D55P;$S#}EOA!eJmWArM3W1QNIokd?iN=EXhY<8Fr}0|9VVz@ZI9L&YU< zN4F{#l2hz0mAfaa}&V8Ak2<7 z-^E#eGXslBh~t$0*H*ANSmF;maTpjU*l%_SC@ze@&52(G`QLLAAhDmvL;tr15)g?$ zcu2s(fAEzMgZ`nF1kUg`5C{l-5xai@LqPu~jKc?kARq+jcP0>!IOKOG5HRSXI{xht z4EZT4Zu0+w2?4{zeOq@;egzo@Ez?FGYO;NOXW#c*={x7|hafR=$nT7CQNs1Q-|WQU{|32O78i&9ei)Dh7>@p(2}l9~`O{GR zj|1Ym?nRrsc>X``U=Z}riol8Wr=7$_d%1YH|Fank{xj3TFx#2+9~G4Vg=BqaXe z4TFJx&oD5q@BJP?Fib-1-~L!}OyFS1@4AZI+fppLULqN)lT_A`oq1(BqBydb^KY zHqXh9cV8pEr)3Ht1h2S!r&?@o`EjtlZ;8{LdYl1VSZFp@dez2d&xT*aCt@JIq>tB< z-CZ$yxJhdC;C$65QChVPKb7NM8c-pm`Mmd2)8OYepNt&d{zIy;_@J}pcOqjK>v0u8 ze-di^XT!1CFYp$C>uq80+b#~#)5kV(RZCOm?W!VtQi-0F2>X8HwDHk5ktRr-6a!)p z0Y0l_ys_hhc@8n4FcroM2@^C=FioK9CtG_YN`1}pd8EbFiO1E^U$pRRteKQyv4&Zy zlp5lKM8Sg9Ja~s}h1L|saGoss@2{Ut;oiaY8*px49=SUCDT2f->1gfEaZ#Zg>8E8- zWA`fX+V|Ipf^(nENQpO3{8^z5oqKz<-a)&w>Vih!viq}@4$~j>;wSdkMOn%;h$hn5 zy2S{~LK}Ma_k4Ek1>y5NOEO}!j+U?o$=UWHH#U~0DZjB!sKz^I7^0z3uChR2mfb7- zgb{r?Y0FZrbd6yRkcG_{#+9fycA&e-EFh~BtA)U-F=ofyb%T|AnPJXi2fLS966&W+ z30nQFvMR6haMhV9E@gG_P;cXN>r(b-cY@#EJWxD+`IhQ?9fsDh-(lVw%}+B7&Rw>;VRUVv$m+4Le;Vw3uA`AQ zX@7G{H_*W=`SYhwy3elby*y+Hi4&*;&7qsec%f6y$F)(bXBtX@#uC4xl&uhBJYQJZ zC8?>0bM?F%9_zijtTvPWBGwWi(_m%U{sMR&mh4D49cW=8M(k)UV36p_NJOY?4kS(> zYZY_B=tu1`!`1Q|O~o^r&0Yiry$UBGV!0kQ=*7=+Ylwqb$rgCM5St`Pd8u{!=sEq> zoDNuCRu);Osif)TTIV7r%_*Pev#6BRaS>_AcKi3QQ6%N%1+jLx1~(BF=3MOW%P8z? z>)8{pnAs2Dk0*G69N%NpL}lGiOyvGfNbolq*F#v;OAi?kBE+k>2cj3A5t}s1m+7RM z(Y*d8%}nOE8i@m#YjQ!_nA}~n(2SaYeyiE&GD|=s(&Lf=jpg62t(Z3KO)k7`KuBu3 zzdj@O_PLSmD2-(;_#A9|ed2EIWo=xRMzOwDss9X+ucOh5ecmP$yli~E;@ZH+^rtBO zyA<8{rC!Z%WvS;xR_trrYk*bsUo)=cMgY~VZeJ$Tk^^+I^1Ad|9<$kMP*5Xr$<$rj z#Es}&&U-)c@%srnQU|YvA-0#~#RLhY?@d#VkeBZ^H=9u}O0&Faxo5pAKRzFh4FH`v zHU5+k8$k#H-q>*ZgY^IPdH_vqb-d+|i$+f#-X9vr)_+P7lDx+C^`6VG(wO{2OX24P zo?J+Xi0sOLWof0#$X}FqB#sS}=-3g|lNXlTgZLe1v}Z?=i>C?$lg_b4I@!uvwvF6@ zGnU-c^Fo_f7O=-8Mz+|r16~T>aq{MkRA!v+j?_UNQ?q}&JWb7w!4pYwKz&aQisLE* z1k!_+lV9;MhB(gL8NlcCAueX$avOCeNV-Xh?me_bF*vA!U*JwCfe^1tTXH?& zsmipniu5gwlcosUUc#6n74`3aD!^Q}lvvhwBJh}DDqE33p$ZaB-5?u(lZ-pofc3eR zro&_;)lzj<{=&tsL-<-$_l{Ck4in8&0PP^7KraK)gLOZesG~ zLBT!Jz*O0=sNShzi0y&cJ%wlN5ILXwnh9@l7hbS$uS7oJjsAj0oUNh5LxlW7HnIgS z4MNJLWP2WQ{!FS!tzUau^&RN^lO>3vS$Tn3MCbFvmN%>8m@RHmf z#AZ>kNL(utqeetyx@TZ#CZMy2Q3; z<4jpy%N}+fEKRgVB&5UYZ={{XK_5iWtY+av6EfUwa+KFYa1t>m2rv*7r67C7=6m#hGZQoE+a^i9t%IvE_q%Se&ob>EoP}S zStX3{B%*U4zX4UTMBrs@w_H+;KKD zs*FGkMA?pTNt7HlM}FKF(SnikH8E|Uola5GTZHQi!}l8$?-;fRud$Wk>RC!1A03pj z2{d0p5x(od#l3Xkbh3t2ECD9pR^hp=xJ)nuV<5lUvMr8b4`PzZe4Mk?9BR2Z7tu*p z={juB9w+=O!^QgXnEvMIql^@`FU^R)$Ze*;Zy$bf{C-TRftKfj+}4&z2uRu)VjJ}K z%}Z>KzgFIpN?*$^L0EpCi5NihSNrjPjVZA@iYGFOVIpta3=MT9A_aE7?2uUxDtcay z%_F}Ffw!QvURZ1ovw&>ZkO+FI>e;UZXSrM@_oI5U9MIns(dl{;hZus0j0hGMI1W_A z2@&2r!)x@?$h4L}7`B&cT4aZ&l6z*uZ01eHxI^6+*XF?Jl z&{r*Uqt{X%5VnrsXC?;_zi39!wV=EDwr6sz{GyyDPs4=hkHzRxB(0(*)<(+r~|Ato* z>VxeIUoAgK2bw{T@v2zY)lJrSI|>&kO@mbV)>2}u$BBqkM5{&X$ps?p{P^9`beq}5 z;YY(o#M$m1e@M*<@AHvC&#;@}tNHTdX6NItbOTP@wOFTae3|E@ znOn4X%|U-#nWQA3=~!cCXK($n%VRJ>Aoh+-*qUO(x~vcZfqHEup@u*(5=>yGzR34@ z?Q{)W6%vHv{$8b-^xlxvqSr*~aZPW7#NjM>NKh@avK@f7rM%mkHG)X({_#Wp+8M3c z{v31my;Yp=O%S+IQV*qCrPVkQFs)+<|A8>TmWk+0l0EWa$8~OcI(4RTPTCN^O6GZS z?O2g!<#gX4r|*gL zhY2&F9;(9+PFIjY)>9z6^?SKj+BIw*FsweL>mD<@gFD(RE0RS7{~<4v5+?-~n|VFl z$&A?~t&20~(ikS@VP>0OCiZwitZWf@VjIsT(hX{;pWIrYd|7|PYTg!?f0gsY2zfE5 zR8}v-u4~$$%LAwdP0I}dhIJ)X?q~PY_R|taYz@%3%0o6EK3E5q z>(1zmf9IWNi?8)m5zPmLKNVk@qCLPSAd-U1mcF?p zsiBh>+!F_;?NS=eAWRU-T8@9bR&bU!RvhTT^ngCN-9XbjsY{Ux{h;qQ!qy<>#B`m= zhMmqjo?b(H%y;+0b~$C`0q-86R<)5+l~?DS!QDyw?C4Ilt0 zBIas?5kZN%1GW}^l>+9VFHC zgBSkci+!A7)w%OSZc>L;4MEIJGxpSQdXb;r+C51o=r6Aua64ilCk&EgQum2~PD2|+ z-&{$=It6!86zN~e+@U5T^)ik4EipqDgU8iP)A zOoa1q<{Na3)w?-ilDflR4f%A+>wT!{p<!9*s29;?5fzWi~;f zh}UlZ4(a659_*R#xJ{gLpC3#}0Xt&cXp1r9DZ9OFc$%Zet)L2dR?bAV+lW+i#yX=F z5bmSs&pD;u-b&G@=$q>w^T4E%>@y9#MbSU!z_fAC2yJ4_Rx>vmelVFX;eEPm*ZE+A z6wTu?{W6XwTcAs&S=7qWay7`j4sfv|#zq-27$@phdSII)op*<{`H7i$GXG|_LCI9T zf-{EI=sBO`8a+&+?16eOg#qGfuIVSbv4m3JfKrBjb;2$3)j;3q63>zZ2gl+E&urK4 z^vgcCIy?c_COs-6WTJ|nC--R33ItgYizISTv^xlTQMj0YWx~rO!cVmtaDULvLeJTr z9GPe{z!YO$3*1jI9s2~bqS!B@mo$Tl0m8_()0A$G>%`QrA6Fc$(qtkY7_8qeV@X|- zg_x54sNRU>ru6rI@tXX0gDtD8y8*b-cD4U&(PY7)dGs~eecjCcjii?<-sAUa?tQ>~ zV=c3g=Jv7Xd=emH;HG31$2+nQ&HMaBDEBEdZ&XTdoc(@$>}*M2m9EtEATG)LYd5L5 zz&F-Lb0U1%;_TP+MM?J`BD^I5K)>uKGw+@)reQiVs3}}Y)VNvS=zv1wYtESnqSsy# z&rc~N3HTwYw;hr8L+eC_avD<))+dlp}FBmYh0UD5lCm99jLeN?ZP@VU!_oZZ``9T25Dm5lEPn61g) zSQ`_hJtptdT+-^je|Yb)9lfwRE*q3eV;$#UoUd=c824OWFTwXV&@_RU&Ha8^N)&qM zT_)sauUuSwBmq~L-tCPq?RK_G!^b;;SCj;{ikPU`+=YbLu0B)~x6ZyuK;uxqiXzn< zcDwfVCU^BGCRuMh4G=5h&cI4&drwMLQd_!(E_neUX&&~;n>ZDdxN5wg8F@?XQ^y<9 z19G=>!P+k|r~T?rG!q6BeKQ?Z!O5=_3nOn+w_eMf4~({?u7n(1ZE;xZHz_rD-jLaX z1xBc$Wq*+LGrrT>9G~`%S~Mr`{7H8%U{FI)nrM}Qjk7G0^s_pmcz2BFSy0eju~dO7 zcmKd?@?m=uQqLtORQ}tw7qlqZxY~G@PKSe3<#rh*5sTqD**J8(E>wljcR%$`I`8cf z6}KU9!i}9SP=WhLuPcM*?e?*85cVsgJ*|wLx@}+zf0bD8U2rFJE=V1=UR0SM_~aJ( z1*@OCTw`7`NK6?qsUlIlBKn2_!g3@fqZ+|k&YlM?fw4v|F@*_6jri8guZ24V(QUpzKxfKy&?9L}R9_v#?d+3b#sP`3}`Pq3Kp*||L z8$A?__>Vs_C*T_gyd2#|HH^6B{O_4qWh=|DQ%#^oGTMO=*IfPsi_7N{51w<{wXj zo~k}usGcc%xoy-dL^gPoL{GS}%K0cGZdh&8=Ni@ZJ}QnEhigxl!rh=;>58dNveDiT zc=|}QCvb|Gvplgezl(pf(0{pQXa2(yFJMfqFDRCy zpuzcLzKq9=Pvn8cI{DKs;rda6Tj|s@<8##;6sh~#8SjRZ(ysTuLstjg;NR9;o1w)~ zVBU-tyI??Eoz3+zC+}F~I-N_5OjVZM$>n~mC=OWVbg-s1bE8q{=wRTbHhs>;M0HDp zkg6XAUdAV}v!}jcBG`1%T!aTNh$IUb^&&oC7&#+X?gk-A$M--Y#$!o~RBmpDnz6a4 z#^_$oW^iOqr$i7Gsj$Od?E`72@kfEPJ$u)hHxXTDW<`Z_R^PS8S(!Gk+eBzI{h68gN!ruuA<(?Z`&=Q9m&{Tb`f*;lPoK z!QddZV$=gViG$0yhTgfQLr<8{R1OBB5*6QyhaPW_JWDR!h5Ap+%IHW8`M=p*&wT|z z^7Ji^6z*^V^Az=(ZlBv}T9uhZ`{o6U>rCA$lhFQYbv}5K!Fhz;@52OZ zT;fF%u97u^a{cyGT3im_aQ|=;MCX)(K3oQ>PRJ%fHMmamv_^}@pRDG#10S-VlIe## z%c21^O8@-c+-7j9vXRy53|lvk%=OMpD%_tuo+V~@klPI1+0`YFQk2haq!L5c_>he>;uR`~iWiLj9{aq*YPVZ=i#q3Cbd zI_t5Sn@om9{M;&P06hS$Io{*WS@K2-Ljc4ZGTPdW`+J*wS5|WpmvXTcB`+wuRjof zN3pZJrumSbUwJ0)d8MIoT0eritB_7D=;CNGhza{g1jzlhOR~Q6I>N2d> zuDTz6)R~elBe3{6tR0m#^afTSzk=CvFKTeEIPm*0Lu`*POg%jF$qkL@js>a{+VSn$ z6|U*=qEOHAvBTI%EcGQztr3%09GA1ge09CbkQdXE_l;G4?iF1g^e8I#PI4CscQxj*VR_uDp24!l73G} znsb1(N9Ap@_Rw2rkLIhqf~-j##NrhlKAhff9LyZ0O!4SbG~^k?d)ZHHF}fy2cte(@ zGh1^>2c7H(S!QT%7b5sF+8i7su@a}#N9zKmW7Vi;9iM-%-8T_89oR)&ai1?#O$o$0 z8x2~m6Dh{`huJG23}I`Hb2_m3?fjQ|UfOD}AGCZ9$k(--*9ef4VOF0rX4Lj_mz@ti zZIJtNaf>vheWX&uKn_<{Upo0IUrgRpwW9s-Q&%KUGmGgMZnBwCX|o!GM8?NNx{(G+ z&w7m)cRS0oJk(JIskq}c-m+Ir5T4eYiZ#TV+tJi@RTz~A zrP`AoJ(ayg$RKa34=IICps0YD$Ig3`95b}-+*{p_8M0?yb(`M_T^5V_sc|y#=M~36 zCwo+B#yB||H?rkUghJ|tiH)D`KXuD1%{Afwc9GLZSfVph{EGico2$p1Es{;5c`<{x zQl^_^OLF11J)&uy4`06E)|8K2hOFK{20?d?)*aGXLz(%&z0p#0UQ{osgQc%i$m;A+ ztdTr~ z)P4&~LxxW**x*Brp_Yt?2+M3$^>=cQ8N^IMEJlkk8t8+83f{?hdiH@~8H+Zi!@s)={=G@GBen86LmZPc%rm+A0zeVZXY4(oa07 z-o<)c_#{7RIr%ne=A#~uGS8j~$9u}xYd-fX2TDu^io~Vy-JG$$llDqf(UC)x;VmwL zFMnD`CM>^{Xzm4d+)+S4AWfi8ZO8k4#-^3xmX&#LbbWT<@9lN ztwPJD!afw2cyfZl-EJ4xfMDBObQPy!N8 z$0F`Fi3*PO+@DvOqT31>1`s!H(dpjSOmV+EGu*3FiJ_s`8g?sW*3S$7CNDdIjAV;HNV~6;g*|oll{TZ|6`p@4c+qFYw=o9=u%Nd`^b+ zeqNLUM29fRt)Av%RWyAt=>^4^NJc*~Lk^+;7SwrDKA08Vf*{H5X}-R2pP99n*fLAF z1D!a-o1CE|8-2UMnN%_p+p{ZNfzzl;NQxfQ9o8-|p_POZQLJq@;Z_A|$C7ujYjeeVSU_^4BzLo~Q;} z@&&rk3U;vWRv`vOUxh&98R6z)-4jZ3u=Re^H!c2?ZMPPex^Z#bPMI}sdXHPw?KHeH z_oYqs9kz40@tDOVCQg|V}WrbUbww3lFxA; z=Tkn8BztmK-kXunR^IEQbSsO^emVme93jYwtQS?=)P6amm)dCDOLi?tPSpStX>Y-r zTP24e5cH5;eA!oI(LaT$HR*cdokYt;$n0Xxi|>W39M*G(d;Rlav&l7=E9>|JhqAG0 z{*#(&=Ja`W8IDqlW)pFi>ekKSv)Lf|E=Iz41u7=JO46o*M2zzjh`8mPVZ?2SNTz^Kh#ciq z&*t2Ld}#Lh2d>)kU0 zsoDy)_P`LE3QNPmw2PsWz6TNazol2mGw8J|{UjGk1%kQ}pYT~;Hd^!J37C2Yd${q* zxSjgpO4J%u9d6CrUvVh4<$bYT z?+?&`kS*BBMz0HEyt70+WQZECTn0?aH-rw_~eR0LSUF6BJsyn~beB z%<@>vsPvm+7_Z|GMY=n=&Lz7l0GHj%r%m}YKg3n&qdpZVs(uuue z9s)fhHJGCPqQeD%Mi{=&DUsKMB>(?&ILQxj<*hh|%{x`QHry-dGREwtjgJH6-iQO5 zV+ebPD|z#$m1WJH&#xu!CDhJH?0*c${%PrgN3z8;p|n6Za4`{u`Cv3FJ*_}z8Tgs5 zP)D+Qy!nRP9(|#OyP=oAzSwQ;ljyr{NfTu`1sd29d8;(MOlqIbemwiXm9|yto=|yJ z-F-l79$maKuc8+qfU?aZLwFj0=C+r8ZXuz)AVW7k6>=g;_&Pb}Jf7?*GKNn5z{dK+ zn#;9E?{bkkwd5)tG>xB4)`L68Zht5|Z4RH9Y9akb-LaHf;y0QY!^RL28t%x5eS|_U z#%z4nvqwQ+*o}JcSGrwrQ06~o{_+Fg*NBZc`mNbu#8PDgxvBnBupB}b{qV8P8)(nh zR$auG9>m_!gl84ZQ_SIjoc`*FiSG!J)qNrPeUmKMhN4O;;_YB>oORdqii^c`zk{f| zph#GGP$%2{NJ~5|J6C7^&Zw>dGoi&H-|MJDu9=PzglOjW?${hrr>G6;)et6*p4K(& z+VRNJPMgVJ@GJrj%=C#}_{)p>o75 z^PBo^F=T6LANrl|Z8O)JvTvJB%8mCk7oaokzS`L|VH4Ta|B{C8D&tIlcYS&JkrZnc8Cp%f- zchEXtQlk#OA_o1xb54~d@6+f3i`Gup&M4&zf?`XuYCbt}^1Tv!)c!D-q*fs$N+F-k z$mgYkhr@{27JPbXo`pf-?Sc6m+r@dL@u3ryedu1sNIBt&-{Mt5Z?Y2t~9Upob63>oQ$2bmi<;-95VX zsI{*VlXpqD*yQJ1T0K!{9f3Ok5LB~=W9zL%>YCH9Q(i3-Swj98lB=)tJQ;VIm@{oe z!)Y@c8)~Y;s|cT0H*E7u6%gZ2br^3VeIi|KbFGzdGX>!RU%A$)Gz zeog575d@`Mke&V5+Z-B|TQI7Ei9F}c7cMgA(fgL@-ju27t-v!4-IjagP5p5)E`5_r z{7>|&mbfS1Z5cnrp(=F%RH3*ne-K{_Q=;C=wp{awWh2J$`e;F`Uhrjlxj)DHelz|) zT)~p#%@rboXxC4Q7MmYk^b#-0u^L1bzI}>kS@F#Nm3~)0$RU1H<&dov^@8}(xeg<= za!@U$O&>&c)K6!0r}MB5v#O5}6C4LuNu|ksrYH$S7zCG7>_Mq!YJ8dO_(> z3F4ACY2tLqN!TnhK%5TM0T0AMcEadTnv&Ew$Z|Lx(o-rPDJ4mdB9rF9L7GX?A(do? zkVn{0PT3)(n9NlquG|EYLY5x&RW2F_`AwD%8KDr2oR*_UQ7hiVL3$|AA+xWmA-5OyDyzscB|4O_S}`t}loSAH3jo>yfcD76TLOe&umk{j z4@IS}NPw^fz(815bg>$q?(WtA82EBWidBYPvW1n~17OhKD`!V1KLAYpKRX9!f9zMV z-y6?+J^&c}KN}|iOyY7y3Umg*B>y9G1Hh#IvvLQ(eEU(_S3(k*;0APpi%Vk9y1W1$0McIzuoN7- z`%4DJdT@FDLr(&V_3=;HWp@6QNkEaD?oxOVxD?XdofiQS#}e=_9S8{g*ZB|-^fKpv z=)o>Y`a>omiKX%1GB61A7Y3F9Yzjai#6N<7fW^hJsrthhewoleWRj9tqW>*}fI)wf z2Z2B#e-Z$Jz{LL<2o@g%!uoPqZGRjnCGl4zP_WcrkwC?5UAv38~htX z9E7+mnLmUOslOr-hh2`PKlJ`iIYeCQvQhu72LoSL_8&5+;%^}g@+Vzj5d1F+!62#2&cD3=*M(q+)St{?$LQsp`nMhg zB>7tp@jqj1Y5ub^FD<~>?)IyI%{P)0w z!=(N!SZw`6es=}e|LB$gU)}`%1q^}1#G%Ly9~PJd_O+g_r>7qP>+j|5?UsiFc8p{7 fu^V}LQeQu7AHP5!dk0bo9P2A7FRzM@D(U|LCWscv delta 12025 zcmZu%bzD?i+oij^89-}!6LbN1QmS!+Ez&iT#TDg1ZK_@x){iBS?z7z`_n?*M4TU#Lo`A1QgB zM}*O(s`q_6T#3i2fbj{GA62kZ&x_E>GmN+Tv9)zrCWCD%vZ|;JyJ$3kH<)90#mWjc zO%xTO&=c&IBVx?iOuc6odlme)iWk2~g_qbJ} zH`R_Xp!N%IU0003$r3=Izu$6LI9OE(4tOXS&|Kp0CF5HjstdF|5q!^7T|^#JO@sNQ z2sXc#uRKvAiWb~G+}j+09t$3oYq%v~PQRU=%&hSCnVpQ^c1cnVGSI=jtzeuuMYZPtSC*kV&zwApFI}b%K=mj-Mv3Jd{I+s3$)kM z^!DFyj>0!6!FTibJs$i{ACw-h{cVfV3fwnHu6dOKJMbVgqxrz>{(X%ogWBo&9f0X5x9LPJ>jBG)-0|D&P5ZDCGZDlBU+a_Lm8Qx_ zC5v1Gx#>4>Lz$!e5Dk-Ut;I{e6<$|d>w4E&W5F5;VxyZD{!&+U8uMKFrP}?53C3{DTy>9jr1xY(U+m;0|fa_O9AQjwj2mkr+(Wnps zBJLG$tb;1W2;Lc-)M4ns6#lD?w?;-c1bEF}!-8K~o7U+U9ktD~+d0jR8je0ZerFId zlD@5~)B@(_dfy_$`?9%zJ$BYFV+71bs>MP0u((q>gyT!&7&=)@frYx>u2ek6?L*D+ zH)kLL-vGROY|X$hdDHl{gz3eU4sE9E%^EbA6Pke4SI780n`cQY(nz&XBIC||#wB$!(8LW4N#`&O z{f9tnWhwK}8bwj0(zdP;n`&qNBApb@ss86Ye2M)m>$h+gbg#2gRtGNCa@=L3atglL zz^eLjnt0{RsD;4~h&edOP@RTN3>;mv^)1mBD%ciHMy^|*{cwdu+}B}obNu|ZF< zb$0sfM_mYJot(z;>RCSpafBadF?)4oFIn-3@6TXzlIa&UQ<=T8mO2`T} zlR;$ytp!Y4TAyG3$NJp6)##yJqbfEtyEr+E<;ciBp)dI%eh{;dLmOYDu54F+TxY$e zm955c*KxawO0T)QlC9v$_2JnVlKX~l$fbvAbH!nJ>uRQTnsf_dy)_Q5I}ZvUVIg(g zU!E|Ft(>X5bJEoDDx_fKZ>s>vc7rbBj)n=NdOM_!jtrX5*}k#(C4u8#mfiuU*k!A0^fX0Vo96+GSM@@l)0I?x7P%RM6C}1IGQJtC zSn|8xN_PnPCmmvPI2g-Mn5YQSQ!HK+N#U}K=zOa9Qu<=uZ*_x|g+4uTjDDdyOe&n* zS@qSSt*{BqEoa3trzL*rr8Nn^5_mh*6y@{EufFB3n3iX!e9*YSm9)Ef1k>B*S z{{{ry-n6IHR=r~1CB8Y&Zbhv1KIrRBiH$gj#8~28-^@34`6lHrbidp~jB{WjWb_=# z?$fggwD0v{eMlGYD)-Z^jtK8kVB+NhLWrFyseCivU(TkHCk0m0d$GC2frrmkSVz$o zQdg?Iw64$CL7(2PMP}A|B1Q*6vEjl|BMtTx)_)^!ZOmp~WvZPHs z!Mk-J_T5vF=c@>p%u{1EQ~a%jLiGq*)i+1ztV>z6odSvx6GY_&&yl0@^E@@h&-7=V zR=&yYxGTz$yuS#%<&J(&FfG8l^We=FimhRVLKk!qjebT?6c3))TmF*3!%o``nbv31 z7YgFC1cB_$^bc>}#=8BT0C|s6IMVo;T%m{Jsp66}%BO!Q_QGFDPk-V+N{?w&_s={D z`skrqYNQU_O}Nu|f06Jt!G?H^ex{xb2*}<;ivdYoKHN_^F!BDmcRMqG{W2UUrRZyV zK9=~!S7aO~mv@d1+3gD~hm@VXLbc<%YjX0nS4;`F9vv#b0+E%w2Mmt~o&+_AjLr&j z_~}O1;+SmNF}o{oC-rz7vnVliv5%JUIzr)^8UTqO`8 zbmoeG!L8EKL!PGb^2H^^rKU35A8AAPO`E>@CKYfHW1VAnYwMp7hOwfDqOH7Th1Sk| z?4m5)aorCAOlLj@HB&+y`?)rRZ!R)#7n^ClLgz6q?Cl-jreQLT+*o88{>psjBu{&s zxZOnqaNoMI^i2%Dch7h?1Mu!|jg7*{vbt-wYX=etGg!?>&@T<6T^6ObX}$}+rKlug z1%k>F2%oTWTRadbIutp>mvOpFBWT#_ec+oRKq^8T-|3R{{IVQzjk;XFNGtlt1K&az`p*ZTBymr}Afs9B}6dzdPTj2SpftX}^WI{SV~sBc`Y{7sDb54{MS9821C4%zFlF&`bmevhyIA3f}dp8M2`9QE>RR_vw86 zQS)V&(b4pqOA=40icpQ&Uw8RO-L}8PLq-{$DahF4#UIp?_3fcn44=9k(6tSODc6#5 zuQt2Vmst?V<<61{QQohN+2iAa1DwftK=i4vdjwgWwLMCn+&oknGgmj`ez?YDLC9Zv z74dmGI{CDoQ^zY^XHQwZvz%Q)Yc_nf6`z6Z91#T)Qh@$PzvsY&WpGc#*GdWnh<-CQ7hAQT|n8yLf-E7M9A6C@-?w_Bz- z>jWZlHMTUs@;Uek@&$ZiY++DFaIhF*SkmJx=u z#&2Hq7=rs~YfUa~YdmG@)H26Ppi)HBp0ElM^mH#I`l1i--HXg8)AkXT&E%ogoc>%g zHnriRx+~3+886q~xX_wd27T=n!RA_K*{d03c)wQF1XiR@^pqFPhUjmuu;iYj3$euK zSEk^xHVBDJvvn&42u#0ZwaU$_rfbs+y`uH_QB7}pcM<4t#6(iL)4D2Hf%I#)$h1GI zt(B`V*=e%rtCqSo3df&3j*K5?s%zF*&l#Q^=<~JPHu=f0EpJ&a>^)u`8OMDpwa`W7 zab!N|W5cM*NLYv_o0w0n%o5Fb$SD{Wm(h{G7YQ?(8K@8fdYV|@EsEvH3F89`jYMRdvg!QyyRRr2M9|J`?{Ppr&fCFyITKKz z1=f~R4Xj{I6aUTIvxGK|J>?saQNHe%-b#;Q1|eEDP-emzpNAISLXjcaHCW1R3=O?l zvq=Q)uwWj*yOhtYwQjk-QXq-B!u4fmFZOMSP2oec)zKis7g*G8EJob`ZKZPUw#BSI zyN2usf+>?#r%54U&kZ?=40WcSgCxyO@6dv4_(9=5+7lNi$B&pwk@C!g^d#QY%F-Jg zoIiIMlCI~Xc*-dw*!tnF^#1KxO$;OypO{&6?^ss?EkZU4&Ao{hR~$<}($BqU{Hf*p ztu#pMS}&Wdf$CKfO3ARQ7FRBgV0CD5^+Mr;g?Ev(pCjFCBP05ACd9D_in+7&4K`Qk zq%brwN}6`IR?Jee&gnWGG(E`rXuAR@XGD*$ap94(#q8sY8<=Yq2&r2#oXG1G+_Lc+ zEA)U`d7WTa{c`NjDDJpTQreZ{YaJ7BML*{?IttIRwMdLMlo44DJD0Uw-EeDUY*}X) z!!PN4Z--v4R8I2){MJhdyTb0X> z95>#Tn|owP8_%FC={OAAM5yKPyGyKytEC;t(xzLgfC6yKoO#e(<-6+YW4!wuPJNMp zzGT3|=z)NlAgxd>O=({K3%4Jxsu!1yWvVVR@%4pppR(ma+$`iwcrIi5*Wi4?Vy)GUU+eIQ)@puZ^0kcovSM&$8s5c{(Nc%4WVql_I1oA6ooomm( zLb*;Z7u3{Na4h6|8Oo9m#;-fN((s1@znlt%;B7b3jz`K`K0u*^+L=x9R{p#>G!0X& zirx-C^i#yr+hZAmmzUkf|QIUS*&SmB#vYuVW9$0>}6%vMW|{#)THx1EwK84}84foNOG z^+1h)u1AEoh61%n=mk~p*m_beR(yWUuD5M{p*WFp{xZ)~+1ADpy!EDG^?PxK)*=*f zMGHGa?zLpf%gqbY612As+;=gfOf|?~123IqZ;#N9PBtF#+Y3!nfv-XbNxU3vE;Qno zwT-;^0Pdyk+b1&Se1qhBl-8|7BnA-Pc%rrN9}9CkGff$oNwiJh9FTCg<&CM(%6;a zEAqFzsa*~@aJ;ES?l1Cub3R^Y)R>!}U$*8-*;0GHi2f>j*>+%T3=p%|udI;&jMdkk zdw{0nfY6?kOIEN9gvx_F8?*Otmi1oiXJ+v#tX7fBCKcC-W*{7E3XiL2VJ^IG`@gi+ zE2~;FeR;xyUZv5CfdrR!AM(u!^T1DsJT#$r#|)OK%ERyUcSG9oUlAy0xN&#N>=v z=cefl4Q#wE8{n4Jy%f&Q5ygH2`W7g2^+r_C;F~a@+{55o+CSH2)A8xVC8sd1*-h74 z(ugwC%c~D)i%T<1C@N<-Bqy_vp1x4Nojo9;DVAz+iabO zWAZ`|f5DY&7i+Ap2t_6~iBB}B3su}2mbS6fIfbx}$uFRgRBv3t??a$eq@y@BQT zKHa56U+2cOrTu0x&$HY#r$ZYJ_ml3n718xR?rx7tRO~q0FBLCUAXVi(db`ILjF)}4 zye2l%A_YF*uJ&GjV#(B$2mK}i7~k5mq1VGoaMhH0Ykk!joeFV%Oe#T=-dH}1rtf?0 z6N{g~9;C5W$6k6IPB>g1@%-nq!KA0Hac{z`z4$r_O8=ULW$2@rcLJy{MHU8`vR8tx zQ-tT(i55-i&R2CY1d|KQk<{uMq|EEClGVMv;-KPvJVD2izDjdc3=?pE1&rAzi+FB) z_9VT#%KkNK;d#97T1HSB8|Ds?B+*;?u4KLZa<{x^{bhUAo;*65>&D6^Xvz>2tF)Lv zL`9U5i*a^Yj57_{&qdtim;IpWa8Gu-GJ~`BYVRlKgh6rcFXBYWT;uMs!Tm3{#VBcA z;~?4CM7aG#D{^zZ_`r~$35aKV5yJSTZZU-t@44QZgq++frU?cRTd+-v5 z@nU>R(7+A`$ue!%(WN1pfiQCP8SEqhvnM2K!P=%py~m#ja?5gwNA}5Rf8dg)Icn;i zYfDdK>!c})yebaweSG78GsSbb%F5v)KP%150r5rS;Ul1HONt^`l=Dkht0fiBv+gK~ z+nUya1mP(PEMqrfw{*6vKajkUM-%CGHLI`&h*!_tr1#5Zarx*i;@Lprc|%A?t|yqY zsCiJjxH{co$U-&B9zvSGK)PXca97}MZZ0={Zf_9h+7rjh4kd$+gxi^6@Q1qt*9)mX zuW#+xZ!;(X6SlH>rFmoaBlun$v+!k#5lT_hbl$lAc^y?jVt4Fltj?~45`U6M>ecPR$a-+40aNA7Z`OuGaq(Yv2maaiRJ3E9(j(Gyqu8^(8K~YCx$s5Yl zp_WwDU{{wS>Io$*p{XF}0hvn&ze{In23r&7<5q8gW637 z4T?On7G-zeS^GV+{G|bCDkBM-)6jg=YSNc!z{g)Ux=Q~4u%gbb5nFqIM9Nv_TIz%%Fs%Y{+T zo*R8_#E>qU)vk?I>FaCR^;JBqI9$Ydzb1Qp#31O@A2$=)>XZi5E2vj~}Yp{G36R0u7w%ESfuHC)Hm zWkhC!vpH=yHMc!yuN}_`%-yFO-n;Hf7&rD~(LbY1mLYRbUz^?W0{juxMB*rVDSuI% zrPi0UpLU*aZggjN;P{2s(btk(Cs)4%p!v!u`-FDcpv&8h(K&Xp4uuSM?njw=;pX1a zdKR;48O?L(itEz29)5 zxvQo!$IArh!NoK@Db2KcT;b&i+)5-|v;>l1X48xgT|tDD|ffGvLK^NFZ^vQLr6$# zndDG__Dh!!BWX#?-4}(IT}fjM$jA$LGZUsb;$2#sqq!(QA)J*4VqGk}wp4w_wn)T- zBUynoor9t7x5go|-e2ezjH~o|qx^d7X`={HXG=~*7J^x&CsD`VUD7G#NZ%FUV z4v#tCoY_1w8y1KTlX+zMcpRAj`YJBUQGVZsy-V6iknd~q(3>qct~4>C=)@^hh_y+^ z2=U!g8+{iRKK5;bwu!Rcf%2NF3B%)wLL|h)PC8lmzA|*srEIwSDmUwT0afQ-Eq5-8 zrr8Mwf(Ny{ba;WzwPQkRk#QqwyOx7C-_`M%3e1nzx0C1gv-wWk{{fKb-DvzK*HcxQ zJdG|TmTIKW5x5`Q+{12=B$n#1N*D1!GSbesu7_iLg8f0x+I-F_#U4pS%49`>ytyOp zWlQS|w`^i|#~V#yEs{BF3Qx~8x=zh`{{p{yn*t|<%~LWN8=jH-^)y~cvbI)H((R-2%O9rzgA`fl)QMu06p+&ZM(L;z{Z^6U5 z+-)$l-)*ndiD%4oU39+gUj1};b2&YPZDMxmfqFKox>d~lxJM6|$SJM2Bb@9Tc6_Vu ztCH6kN9b)D|A?-72Tc^i>G)}?*KS#Fq@DaTEw~n1v%VN@#{aD#i$2}XySfH-N6pV0 z)1Yq-3%CMfHu50fQ0}`$Z%d;ZIx>gjIl{`$oDWT3{puC%p@DajrzrL-` zuXVJ>ESrgB+5WLMHn%iIqM<2$i%v229?RA;xAcCv;(S@4OliBb9{S#}8_QM?ahDF7 z16T^X75v_eIp^2B$A^mSoY{(O9jlM(C1Z1wggZLkBaPRW@h`}(gokzd_Sd$Fi9iFn z=MrR$_h$ZiF1bm*DZZ0V|5$Lc5Uo2Ft~NTMlSQT}IF6WbiEnbb6kBzK zj2YYuQtwmp;66R9t*Q7W&NHu7vG_d7z|;=Uc=b?~A%eYBWRmgI(UZ=u`kKvg7oJ&g z0=|k*8nVv`!jSrjFFS=i)%kA0bb3K!tVe2E`mSMl{7cic{7^*~g8Mel^$R~1{P#Eq zEz|}B!pV&{T#tT^3OCJ$jCZ$hUKn-fmf|L5+t0m9qg2Lq&pXyb{6k|_g$w8P`zjwG zdmR%|mFqV*V|kRkMC(e~(~ywl(@H;oWkI4;_Y2p{8OM&SHOb{=b zVX~iauact;cB!qIA{qa!GOLi+_o9H!H(tY45rrR2^Eb<9Dwc*a!@3uqI{NJLgqR85 z#}m`urE-PER)+-JA7+iSzkcA_!p`|wOrZMP@CY`EBHg!yS${s(DQ5ZN6(Svk*``&9 zN3-uvxOEQuNn=8wW8Xvo0{5!kt&C#)?D4;Y>?yBAwx4u`bS5?t5H&8HsHKMA0T&Tf z7YtGA9dU8#hHgrQ8W&tky|%ucWuo}gczenr(O$hx&{V?i;e^iI6u8N(P|!hy*Ac9INNGx0*l{BiaU z{N()4ga|Im#{?Rw0JY4VDKU05{&r0uhDiL~`fIa&5(=}7PtGInSsSf_TkF%Wpc?C|{O*wk~B{D+3<#nECYhpyBgsFHq(!vcy&b2gb${bhYxG zX4wbJ2=@Xt^+5GVc9d7UOR1&<h*=K9;hV{fgC z;RzWbld~DX%JVt+#Z80h9ar%LkY6HtJ)QgN>qWosCycJ`L^ORrw1%l%UTY1l5_cch zxYkkK57C~zv=`24tamq7w5|@(*pg|hs#p-BZCAQv6?}6o?!X0lBmG4Ob7=-zxddtJ zvQ2(c+D{vDmrw%ZKX%28cH57Jhsw*sI;0OJVYR&t6yrXSU!Xr4zBktLT%*$K=3U&4 zvc|#B`Csj9Dpe|%{Q~*TGWKZ{@|4mJr#jvjQWmN%t%;B(VN@{h$ri}v^74oF))t-h z3XS5)q+;K!%l)LtXrwH8^l|xp9<|BCd5ed3=mAQqI~lokO_#RyBD6c+=Q%FPnanV0 z%2>2{0hq7MazSaW6A4rAv$!4K?%!p;@!n^oES1y$O2%j@kKa_EScobO$~pt(HaqH- zJ57?M(=-3}RR0hjE3DpG;3zHX(W)!|9cMJZ#jrIOQnEWpyS6uRL)DwBdR;7&T0uZ- z&6lUz#lDY=QTuWtufaavuNXc9oQ$Nmxr06f`_a~>ZuY+WO%Zy*hPL-3w`MsnN7L1= z?ltr-H!5x!o@S%HGKu6qttWo?3?-6(LvS#vF3MX}+A=j>JICQ<9L%(Tz35U#w&WLj;N!N>V@H24M(vWaMg1N=qn_7{ z9MPpt7^Tl2F3?v{$6QMC;M4j3lJk{}1R5(i|1EGb`-zRepYAn!NQi&Y2fJ;bTE!j95|$!EzQ+3ViH0amI4E zSQ9=L0cIqG!Vy>~oFCANSE3<=k`ZqChGi*&6fu3bZ_!TtGSe9K9;D>?5a^^s5+oRb ziQt_3G(kI~hG4c`NH^0Jw%|+AcFlt5aXl3F*|m%hbbIU|R%nMY)#%k~VHNjb6wiO1 zjAg%9{WbYe{fTn|wOXGzrSgbV;&)gOsXtqay4Qkze#g{-Qwiz830|+0SDN^5aTl@*wdCZ=INV%yNzS zy%H~nw2FWy7v6Js<`36Q=f>0n&j|6M?)fpHH zyK{-D{DMk80S(v!1hxc$tw3OF5ZDI$Sxtxx>?@3a~o}`5W2;g!~KH9t8HV_O^Bb zA%DYr*keG*-wAlQnp;|fkiR*5;+*@Nn5Uh)H7@=;2Tz}SAmr~XygE!a7hyP$3z4aE+q+(5{1AnK_HieK?(|IPM-OPaksXifPhdi z>@7R69a8E{ud@r}0;2e<0fQjU5dVlFAvnZ8VkihMpFd-;|EHf61iN7;O(==`!=#YC zARr0B$@A~$ps@4fLnUG7#)l##&*cV1ojLaJ@n8@XPR~DLa0pIq2n6^iS(p?IXUHEN zk&-yW{)kB<&Ls_pqRxp2hfALm0FHqElL!tU0)fF%@N-OXj-6v72|KHdeILeCMAl!l)pA_WD`rsBT`l!Bkt?jJEJ)Hxn7 zcQQbvCC}9YL>h56{r>2Og8yj~L|XcMG7vZt_!AfkL7ejwdiL}mAW$e2em*8C`KMY? zDDt<||09Ca5B|F!@LzUN*m-tP81igc{1-bYOd9^DGEg}5YqIa~1mtqcNnwg>$c1OBtpLXnWO{p8;rk&>u$5+YHMKZ^^u^qlRX z|9%z)Jy$b0H(~#<&ePr8p4Q3Q{jW2Fp1q&-*+vlL!U#G8#ciOteZs@j+}-o9T>^&0 NT@-?XYT8#Q{ts?~-97*S diff --git a/gis/sandbox.py b/gis/sandbox.py index 36398e8..b7d1c4e 100644 --- a/gis/sandbox.py +++ b/gis/sandbox.py @@ -20,8 +20,11 @@ # Import Operation System (os) import os -# Import Pandas and ticker.FuncFormatter +# Import pyplot, NumPy, Pandas, seaborn, and matplotlib.ticker.FuncFormatter +import matplotlib.pyplot as plt +import numpy as np import pandas as pd +import seaborn as sns from matplotlib.ticker import FuncFormatter ######################################################################################## @@ -436,9 +439,9 @@ def y_f(x, pos): ) SL.columns = [ "Coastline", - "Shore length of lakes in VP3", - "Shore length of streams in VP3", - "Shore length of all water bodies in VP3", + "Lake shores in RBMP3", + "Stream shores in RBMP3", + "All shores in RBMP3", ] PAL = pd.read_excel( "data\\" + data["shared"][2], index_col=0 @@ -461,7 +464,7 @@ def y_f(x, pos): # Box plot for mean real income plt.figure() sns.boxplot(x="t", y="y", data=Dem, palette=["#CCBB44"]) -plt.title("Distribution of mean real household income over catchment areas") +# plt.title("Distribution of mean real household income over catchment areas") plt.xlabel("") # omit x-axis label plt.ylabel("Mean real household income (100,000 DKK, 2018 prices)") plt.xticks(rotation=90) @@ -473,7 +476,7 @@ def y_f(x, pos): Dem["N"] = Dem["N"] / 100000 # convert number of households to 100,000 plt.figure() sns.boxplot(x="t", y="N", data=Dem, palette=["#AA3377"]) -plt.title("Distribution of households over catchment areas") +# plt.title("Distribution of number of households over catchment areas") plt.xlabel("") # omit x-axis label plt.ylabel("Number of households (100,000)") plt.xticks(rotation=90) @@ -484,7 +487,7 @@ def y_f(x, pos): # Box plot for mean age plt.figure() sns.boxplot(x="t", y="age", data=Dem, palette=["#EE6677"]) -plt.title("Distribution of mean age over catchment areas") +# plt.title("Distribution of mean age over catchment areas") plt.xlabel("") # omit x-axis label plt.ylabel("Mean age") plt.yticks([35, 40, 45, 50, 55]) # set specific tick positions on y-axis @@ -495,4 +498,3 @@ def y_f(x, pos): plt.close() # close plot to free up memory n = Dem.groupby("t")["D age"].sum() # number of catchment areas w. mean age > 45 years pd.DataFrame({"n": n, "s (%)": 100 * n / 108}) # number and share: mean age > 45 years -pd.DataFrame({"n": n, "s (%)": 100 * n / 108}) # number and share: mean age > 45 years