From f5f4d1c3e6340cae614b8680598d4c821f0ca744 Mon Sep 17 00:00:00 2001 From: Hendrik Tillemans Date: Mon, 30 Dec 2024 22:05:03 +0100 Subject: [PATCH] question 2.3 --- figures/question_2_2_lwage.png | Bin 0 -> 8740 bytes figures/question_2_2_wage.png | Bin 0 -> 10949 bytes report/Assignment.tex | 73 +++++++++------------------------ scripts/empirical.py | 12 ++++++ 4 files changed, 32 insertions(+), 53 deletions(-) create mode 100644 figures/question_2_2_lwage.png create mode 100644 figures/question_2_2_wage.png diff --git a/figures/question_2_2_lwage.png b/figures/question_2_2_lwage.png new file mode 100644 index 0000000000000000000000000000000000000000..27c0e12e6832bef813c09bb227857b74235ebb18 GIT binary patch literal 8740 zcmeHNd03Noo_`UG7szzzh>C(%lzIRP0s;oGwqlgS3WD4!0z!l+S0J3WRcl44D0fJ- z$R(GE5bmHOt~7t*ZEdu-b(5rQo!>q8 z7aESP$DK>nCPTS8EpJWM-zvCZ^R%t?;|z@_iJROF9V^l=ZF{rshl8IMn5cYqru~n* zdOkWukRr1cc>XE-V>df34vvq^#A=6-rg)@Efy{2fd_W`5<9PDf^wmh{rNBoFaRfP7 zxOxX-aPj|}znz1vIE(=%V6H(ck1)kLtfiIu`0-=L0D???o_x0Es!C+Diy{9UUDvj07?*Kh7%CO-=N*&Zr4Ng$uaBCCE@1>xb)P_FSHS*HpCBe>cyCPJYQ+k5oL$s6&h*9hPo7RF?+{ zo>C{esFn&gxtG4Q$hM7Z%dm8r8*XsL;p)1Jyu7A+UvlCb8yhois46&Sc7qok6Lb9b z#-UdmRO_3P3~{;Jkr(B$)Q2+*UJfk#KH}k1B$ElkP!Bg2!yw zrvd^3_Lz`j*(($5MgmRHqgd0JsN2%k7Ue%Te2%H9q2V-KAJ_51)hzPz7$eJn;GPyg z%N38O57s=$z=fw$sahBeX4wNlxG5^)*E(Og@=9oel0a^TLxU`B>9x0ykJFp5ExeUQ z8YMeBTM>)H;b|5A%~3-} z=oAWD*ubuTxYrCF&C!*m0c`M+#gxs~ty}q+)U)Z^yv8SjyW_h&N|bwgdfK`sdrH_< zDhT41q#`~&aUw!Kaj#j*pbeXE!S%X<*MC3_5v_2nUKSJ-%yYRz6*t7E3WxpTtlnpkWiw!;;LsbD$&Z6h%6mE{Y~7F>z6t^JD*>yyu}#^3JU5dyzU6!y{{OjSRjWP5@ei>N_BeGsciN)iW}aO-TdRnLDcGc98@u~-^kw1F%oZ&VTaV(=6pl?T zf*iN9ljtR50%mn-bGrT$`ApB+y{Uti!9$j_!a4fLaRvUF$id+ReB=FHhMqk>OmuW{ zn(o$&90$tq@Gu9LX`R3C-o1N8!r3~n!Rq_G z+cH;YsfpZOH2rErp3fLVQcg2-QS`p*j&ddiwMhKBaPGSV2%Iu%QbWQqB(v4!TW}him*S5 zL@R>1k&u;u=DD_{DAq8tZ06p`;pc5olBs#1WchPNZJO@P$Iact2kuJH z!s`v^{uN0Eva+)LxowsixD#QUo2KgfY;Y{%%FO)2LJE~iCDKw;M=(=j$Ri8Rq+~BZ zgBRe}aNli(MyyieeE1j&B0V|g`>M7DlqgW0d9y>VuCD1UV6@=pePT%P`c^x{qo-Iy zusB6;O*d<4Z;yTR=FQda!b2gvn2EK(NG@5T^8A zmWU&p{d{CYfg~CiCc5(6y9ziHB(KJrRQ=`At6c@k`hq6o!R9<{xh#-QQS>W-wV7tN)SiVw0st~R6uK^7py; zf9KrMqQ0jk)s${oJ{!du zh&r|Vbc~8IaQKPvZE;q4&Q4X~+n4Q=fWPi;Qm*}Wos1fB{+(^$%KjM%_H8y6CGN&v#Rnep2$R*&SoP3;+82KUo!dI$7k{CpIK#rDkO*dyOY;aimJiDCFf$|u6Xl7D#TpIIme|F)g*ykWQ zy}i8$?yXeU-P>gZT5~-9_qlc6M=EczYjXGcz;iMpB${g63{)fk#ig7RxV*jfy(7 zXo@9}3u$hdTp%YXP4rsflxPKSqQ@IVWtoDYz3QnL6Epxm2-J&x5VuVcYiVf-h;tu+ zQa%r`Y;3!zp2cDT?pRDM&d-z5CZLMqi=kWhBLWq>3f$}F==u~~PMPM0O$Vw^tCpDu zm4dEj^G_vv*5^_M*KyIn717broUEjzfo1nq$Ri1kCSnMWkPca@)E*&uJrCr~l7bdG zcz0<_cVFb^@2)xIGP^LvcEId!XE34xF}5AK*1Mg#jqXnEi3SzOabKM5QS!4y5b+!j z&_b{}#DD-|5$)lQYSq}rFt(yleq^7SYx*Q8JYGFOWm7s7_G+8|6*;{eLC_z(sjG1HV z<>kfIu*kBG0zkG6<_&3k4xV(TlM^*?jLYrMF6MV`0#UwMjVYG-5%c4(Zw%>#idXs| zdlM<_Y2mb}ly?l8j^ra6V1!bBU2z+d^gj*$E^?Ly0gGlmU^8sp* z9LkR>h?c5ay1PkcrWlPFd!nm7OnWd6w%Bi&rL573iH0A)ysLKc)wf~t7#&%M!0QX+ z9qO?*V#sE1pDm$sS|0UWrUPY!5~3%kd9@mq-Sr7ts<)*Tva_xJlg8<91a1E^pS4&X zgZ34DR1R!1a1Kw($}m8ZMMKdxk;3V#4p7_W(>GNIIT<-71OmZCd+6cO`M1Z5`oG^F zsTi<0X>4d{NcQW$Lkd~p=`YYHMn_SxUR+WFEFCM>v+LnIkX1R{wWX)Qbsozy3?(%D z8JT=RCt)L@&URycC%fZ7yujdcic^5Y)m<9vQ;ZWL6>X><4RZL>COit}drZl;cH+pv zPu>f_jI-&NXZl}jFLryW`_B%($DYV1`T6_q2|)+kWBM^MSZvAX6Yg!oktB3P>o1Oa@hkiN+w1&Ha419+s|MaOlHhIIW1?v zcWh+3S*r8Wbl);#yo;);TE2A2r=d#&Tqt1F&n{D6+;5r796|lAV+1A|bvAM3057ON z2j4zAK3JO7a|vvb12Td>Dc1CIErb0D%G~iDjD-AZkutYr1r=c6RC z-b?TYmLAI=h5{N?y3}j24>3j%9ZM*2))j!nN!J;$){sdpr}E!)@NGfJ$I}M z55@uI<-tBSiaoe9$uOc3c#VV!Sdi@hOGGf;SE(%+&&wlnIRkosaaS3ZIgP^&2`#{@ zMP4Jry)VCM(?In!)x!?8RU_m8mD?M)*WQ%1kA<6VWN1R(@MA7Ryi|5>giaUo<{|{= zAuY2b^hD`S7Ve6%^RQJ@w=-Y%>{4z_bDg9t;D6jrH!o1?L@ah$f7v!;9JL&c6_9~{eX;9f8e zWEP4JocIAiTVqpGQ<@xNP`1TWtR1o(MOSzC2|_7g2LJpo%B6fDe!!|c(BInH`Y9C> zBAKHYq@qI3Q*0?3Tx;;+{;1kRRjkRXtfGm6uI8Q|yRr#Znc&;{^~k~4Teb*P{|7aQ zDF`ko=awl6gTCvT);$Pn>sTXGj`kQv6SJzsA6*mYPJT^|-piNlt&Q5BcdhSL;6fgy z0VS`I?2^e-AOXPokgX#ipSk_erQSwa3?H zld8RKnFw;gVbD}`5Zmk-ZGB}Tk=WeSbib#B-~v>dFYjUy^@90R@a^Kr1)FAj89`Pu z0O&Vsqya$7QoLHv=87Ewxdw^Rcx+w}cm~59k;^@lwEV~EHh4}yR5Lzj>j0FCJCiT)(wmr1em$(@g01^@hpgF(JTiD4jP647U-s&sUp+HG^(dOu zlDwO-yxukXu^HLL`#|tzanFnQM_Jm}yt=sowN0qNa3T9U>n#@1LHFb^lBB-V=RMG` z0aK0|o#K*{yprpSJp`BjpYCXnK6!vzs=x`HLk9Px_;7~{rQu6iyN6&p4<9}}*kq`X z1#hFmi?>vzPX-x7B68A;=9^E?&DNKgz4MEI&JzEAe`E zsIKMh+aCZ1ts~AJ6+8b3th}mdT3Yl28Ul*uO+^o<0!MUtS!{lmb%e%_l>z;gUHEdI z^JLi~YrH*oSB6DaEt;wiE_C5@xL3q~1QAE!x2AeRrpzEdl$oq^Sn&ii=T)_xFqps= zItNcMgOyQg%eE_l2@gFIxOA;iPcWWoUslXWk}L%EHq0N(p`#{ON=|cdjsDUx;LjL{ zt(e3YV%IxeQ->OLr|P4XZ9tku2lmTQs&~iOMnVMI3ZLi0Sp&NAXvpD)S&u#Y*e?RJ za6TCvax;@@IrfzV#1i}Wfo9C)ZWiarw1JIIYOwZvMtuw6Ywf7zI6qksVWq!-iV)tb;)e6GIPQPzKoto+GWEq@Cvp z=^%snq+eV7d?6&3m=Muo2nA^BG6+(rm@|-9xO5j@&zJv(VgMwD1_{t}uC5-QReH7a zMfwS|LubGbJb3aQE!8kWz5(p97hGyY(JNyNNXCxk(DY<&uN^}T@7PyMqSY53dw}~u zEzv+#1Uk2~?T!&`#3#pQ5~l){LI9+On9FT(O#1+3xScUT0}Ty4M>(9QP3Dr{LczYi zD?8HdMQ?!97#yZCw4*#I0F5mUYiJC`UBZ4v+j#A&{6oZjdSwS&IINWyyv&EnKL7_gw1iXJm(RvhylL;l8Q~ke z@Pr;W-E=6AvV8U49#KtMOxebB=yBO3Z5}q|l&D?f!Jd?If~kc+5dWEMMW~yx%F{66boRg0(`HZimFG(~stPG_EWw zE==|$Kzukf-(pIqEO$_b0@wok_lfpa6U~FZ6P;0LJ(T!P)B;hV;k9DTZGB-M36h!o z?UO;)rGD45i#bmr(AJLA3nBs$myg5luMQ^9eMrXHSJs%6q9qY=boQitz<4g47hCEx zJDQs#;rxo>S1dCH@Pvx#7T_&lCTBEwgn`cvJ}_kvU&v$^74c%}p5C>GfpfShaDA3=(B=RDeXp)U=so>D!)aySevBY~?EjfRF<4QUufEx)dBSK7 R{9*&aerfVW_U9MA{x{KxG&cYM literal 0 HcmV?d00001 diff --git a/figures/question_2_2_wage.png b/figures/question_2_2_wage.png new file mode 100644 index 0000000000000000000000000000000000000000..a25c48ecd5382203bb187082b1290431fc9781e0 GIT binary patch literal 10949 zcmeHt2{_b!-|uMCNzbmN|NQ>H-}n3ZewP2ebNbqw z*6&!4LZLQc&YUttp;m;TP&~bB*TDZMe(CCmFUmez7k!L89DMw3z3fqXwmzO$J$$Y@ zU*7F!@8#|6;jSR3EO$s|x08>Lr?(0k?e^b)LC(X=5iO>_@*7-ao#z=dZxo8(7Wu=I zsgdD~LP;IMoH}vg`ZGp1{#*EXH+VO^$aSyPBp8d6Q^=czqr|~Oe||AT-vG_E-!Vb#>NqIa}7F2 zTx9I`!VMo9*b(8PuYMmCEXbJ{vKv&W#;H$mCzmQhZ#k-$pWPK>Z?*!33X!kcHoguP zn(VP91isu6L-C+c8#PhzGod@ERVdWKjXY~ns7pdCHlt8)4zAh_@3CEb9DcQWa|rzX z|KISZyOdI`cH@lS{Iq@W-1pG?VPTQg-`BEzU>AojnZ=k}SPaZ!XNmbw0?-doi|f@F zCpBNBrQHhLfkO43b#iiQWR%cE#+`4i=9v?C|KS5>VTS))P*6~u<4P1tJ>vN8T;6<8)d#&*C0y+`RpV z4D0(EwADe5)<=mtM43;mOiT;A<{bh zB~^kuUoGBVB$M6AHI0gn&MGc$!R=bRDvCguHbz6aB^zj6MODoYK2-@`D1PnUz3{{i z-kBR0C)C>7>dYMe;#JsH_CevGVn@tM@q51YOg+DTyco_^36b-?HXY{7Cs97Pmwxq9{LpcO(WR2OrhTlftu z%&8^w{0>EzC~??<3&k@A3>-kC4cJ}Y5l1|Fx;TQ+A)6ies6{!R273%wui$~h zpXcH}P$=xV`B1rU-};7*y}IlYk+c;Ra;B-1Ox}BfT#mF=NRQUPJ`yijp~gE)44TvR zBHQWF)!!S#g;h_6HzcT<@`dibLando+rD+<8seq5E1;uXdf(iTl96dC^By``b680! zJ2Uf)Tv!nFzCx`6s@7TGM;ntpKB}O@` zqf;Er@iR6taamsCLQxr=IB`QoRh1$C%CW)3%`Nxk%a<37jbC(hm8wY^1skzy=_YDuG$-<*jB9>}TNfNhrbfgY=eX}FM9to^n zb@B*Q&6%y&c;b?h@&SY@mlo*QrTHP>xk=k@e_HVRH8%<3Nevlazh2z5>xQ1i^UmYDCe(UY9LfWuDng<{AM8UDcCL<$58o(nf zE32c-J0sm73D-Sj79$Z_ZL6`wY;WJ`om*6NC^{ylBVy$Z)E21XJ^Jsvc`9Nkedk?V zUXG5AieubMEEo)ii@Q7D_V$*RwEq4pfpq|%<g=I<-MjHK5}FfKoRgFS{ydDc7jcBe6GogE1}^maAcYYyxsHF zD6G7MNF1qT_q-BqZ*R|rL9lM!I-N6T8k=66oo&?Q|JXM*T=zr)JNU#gDlRUQS2XAx z0f73jN6#??LT>W%o18rP`!=+74)iw1=o^=xX$?$(@wKp8z3t1F=NU;j^X=QW?>Oq24Bb<;%$=ZD^J{EWra;vUcpg3Z z+U%9X?FY{8?j}GpEahV1b^reTmZqjAUQ-0Kt+{e2v~@-1enAXE-M~6($U#Lbkz)RNK~^R5{c0K2!jBOf$7xZ z+P)eHgUzYXz!mMlJxp;pTnPm}^<{RpCW}iaFJ)KFBuot7)8LEh)g`s280^MBZCb6X@X7t?m0}iS;p2b{Y4&~!Nk&zuouErG=75OlS&p#AV zGbi+W9wj|%F3NFd+nl$y&a?B2LX4we7j#>y(e zZ=xsn?M+_%ptt_Bqt5|g1CEJc4E6QH7ja}hVU;Tp0USoj0Gkv2^l4!C%+UmW7}cSF zFto~5U2SdY?4G~|oTZITK8y$naq(LE?5M}mpa*g*TsD5W1Q{mmG5E>;BS%c|bJe03 zfEr8$PXy}d>b880+(&f!vghFrMIAdzc(nLKA^DR=>AL5yT`S}c+5S14SelzlVd51W z!(-&EUYc45Xc3sX9>LQ60Ui}ocWNR;^8wYltP*l-1AfUHYVUxAgqBf;e(S3Sb(oX; z1B0}*Zf}#b%&e$5hB36YwJpI1f~xCvK-f9(?;;sGiQ?g-OE5GvEcT!1X;@STpzJ8J zrwS&D!VpLcD`g{eq&NHj0hI`y&t`OHI5($%q|bi(?&(Ac7Z#()Qk!6CfO7K%GVcO= zrgH7asoJSb z=Vr@M71yUyPKWQxYRxwF4_qu8N^JfVEe&MFMOZ!PA`D124NnG@$dH$ikm#riE(aP) z#4qFEShJFok0&G~u;RYGazv&Xs2c=jfVKd5VYv&?G4DRxn#Bl=V=N6u1_Y{JlMV$gM8!V<;B!kp3wj`Mk-YZa>F<1`UUwqi#ALWq-T@2t65D>sp&uGrN)>kv~=Eh1wT73Kt zUmu@a52mn{ItB(Ml#1Cl3)norMU0`J-)jI$H2{@f2La*nbwOL;0)!|~V?`Qp8;%W$ zM9TY`8kff86IL~r0aXn{Mo`DGGy5bY{$NMHfT@>i1<-z6NUKHojr1-)?OHo(5oxTv zjc7;OxokEB#Jxo0@DHytMEN$B8l;IlE}AU8mj8iZ|=ZR&k{6A@4# zqNVrl)r^$XBm5)!wB=bzW3Y=;6ytN}Cd)K|({y9OlgjzT@HulJS)y)&K7YmNxyLS&EG3z&M@Ez|e^R$GrJf3vF7IiFW zt^koWxg?S~fjL>t-)Wbw`{Zwj91xi^wEw_?FVOtPW@cGj4m&$HR}VDrC|tMM6`>2R zh@gqR*6CJq`eSC1P^*uvADg%Dy<-t|7iS~tAIuQ^-Fa9uwP;5`#1}2pg zd%QdTSb*1ro(N3Ux;@i;y&2FCu3$Z2#|kMh#mBgRRmG!wE;va`*4!~@^xn|RPWm7M& zq9ApeFWEF80E#`f5?0ClqzG4Jrr!-(H`m;jZA|h9336~qNU{m zqpQrQIm3WFUM53bUlw-#->a8XyuE<5#6Y&YTjy)Woj#BuhDJtU!R*6;^Woy*Ve0Me zU2F9wJza8OaL}5445Xoc#w$ljerO-bE!@9N-r2M>Dk>^1%P6DAv+MQ-!Is9x-4T?% zm``A+9}-Tf38@16)s>bk9xPV}~1u+Uyna?Oc4U%q^am$$ov z^!UB4`&{~J9>RbbrJqHL$LK$>Gk(;dV^@OwqBCf;$GcN#KkW>3IO<>6Qr>e26)R^Y z6@}bRey4dTzi3P+qm9d^<+rt&1nOci_g;I@ z@;-giVbI7nFc+lu??310=y+6)7pQjwqB3kue0+Rrt;o_c)TRySisYol{(bT4!6fmK zfmj<8XdB!-)n+tQWAQmqU!+T5P`EawVF+om7O(ds)8Buh4W>VbX%0oSVEDd=Cnq}_ zj2dHe^LU5P@h^a;*bpw**r35w0A3lG(>&5rdacg~u_+Ao^d73HsGO|1UTOUzBcsy} zF5zynC4kqnE>6Cq*f|ohIubPS)*75|4N*^@W^di6Upq8|A%KUdnHc%(Sq_XZ9mMCn zY-gwF)R-)1mv@Y;`u5Vfx0f0bixN9ZSg8A-Sw=|D*2jqX;ek(h{P;PrgYIh-VeI@s zY;;0`EXM2TF0qC}nQUs6Yj9iK^t2b;<(PEcF2J$HJuHb{gPnk~hYlUOU~1|}Mo)IA z2I%SOv8+yj@`1^%sH9}$uj~Km)2DtmhmrgI`SZ|xsOMyM_isEx8`mHV353Kiw>FzZ z>QL|L>B*}MWJ@V2nG&L&JjsfSi+dywp0x^Yu~aQx6>tK4d$FAW=4tn8V-d$H2MDKg z?IST47ni0697_Sr!p~0>wE03cfd-ma1(gAmq=S9yJU>0KI)(M7ZDoB^_q={_6)!(8OTaEr1Zqg&l-*8@a(N(m2wbp;=S+AG(?g z(~w4@7A)b&dMX1I!B$6(3AiIT4ohj!VOAB_<*#&smEH37tCI(i^YzNshK4DO&XVk+ zB0~;)!W0bi_3PKSeEaq-79bean1Liw=v2r-`ltSwM8LCy+2u4MTQxzytb5$O;X9i{ z#Bs51Jr!m@Nuk@fBCP`l4s=uomPi^Tb_EK;qBfs~)}1s5!;=v8=+WjPJXjpy5H=i0g%?-yj!ty&N;>&vDZOABW@;x3n2^^ z^0Dan_?HU{SS~X|qcxb_odF9}PSBqZQvdLa(u)n9)z^<{7^1TRSKmAVFV3~yn}-v^ zK#mS;fkSAZKA+YT%(em`)VQ+zXCr=IhDxaZKFqoZGy#0tHie(-ioAc6o5AyemFc5(rz|La`UG60vot>>+UAqqDWo2Q&Gwn`H1seoR#-1HJc3=lj zB4>8))S6^_Gb~s{M7Pc(i1Vs*_AIAv$gHOIV>&>fMcR6kXfS z5Wp-DEy9CVh*$N`1E=v%-O0ekKO^#)RTTi6A?gDKz?<0OdyM}s{wAVhZ~h83#x{ZW z+r$Qod#>xJ_PbmA3k9hEH&Fl?dv}90W5>p#XA;fiiKg`%P$46KDW?2q=ibnGJiXXE z|0dz77CsJ#Q7t4Ig07lN0khGEDqFH2d~J`ad56*rm?(|e51=H0ib(;34?|aF7TQr< z7#&2g4BNpxQoK_8$kTwoGFi#mB<8yFc1U3#RIMxpmVn4Sjk&k{hcCZhTRHh|gAN9R zn9uLj6yd0>?Z$-Pz!+<7X>s~UkPzd{Oi#m{zTuvPWCw^kMq2wf7_0W-u{V>Lp8~$j z+*u^s%+4uCpr3a24Mn9f9c@6%v)U|ql9epyE8WaY;vD~`UbChb0=1m_dVO%-LdOjL z=u~AuLG#yF&0@KLB$bD><37)xEOnfm*J`rl>AepOrpz+W(_pX6gH8V^#8aTJV1%;z zsIh4J^3ufe;p>yVboC+X+EpvycFsc%@T0FUaIE6-U1I5d;@S^b%Ma#%ynGqv7h_() zl>;h!JPl;8!j<2@KLs9)Z&@b<4J`wCy#hbUxxy71G}dfSdnHBE+ibH;8@=R#GlE(JjoAK{{jG`AEN{GM@vCH zb;M`%n`07V+UwQ5i(%Op!_MVUjB`Hx{iS8fN9}Jo4oEIk`}Jr4#N9{zdm4R7gZU#2 z4QtUW>GBFYq@XZ6_|)T0piZUx{~~xVl99C{U9iqKE$P8#BhDc(uUn2ql{t_g)0S8z zkUwRlrHQLezF7&OuTQOzQJdZ8ctz4sV&IrYPdwZvZE;YEblyE&XP&?>0ZLiUs5 zZIECByH1N zLK~;&P`+1(YT_jG79&JNaC5ep!JO(Lhvzo)_5M|MYE$pGigBvuKYN&i)4s0x!9t?A zD~HASS@st0C7tFV$SWrz@QbMfUS&D>Wj3C_dLsw&z(|RY9p(P{_GUShp8{X@TXAq?b)ihh5ub zDwmfyggT2b#K1N)Gy6IHK^&h?J?-30@?{|_yAO*%7)XQ~D-IqODWrSuU3E!gdWs^N z{pytwj9)QMWMt&P%>28<*^}j749UDOdow8gRtWjBnM@zdU@iq9lPQRw67*6@!2YFH@XimpW%JlNp`A{aZ{YD$E37B~l}_)$pqYjQtuCdm0P zFrB^@*djlleZSSf>HE9eh;|X5!5ztiG6;poQx5x&Tf#n6KNRAUf2YIqEq}O*3Xkv6 zr~4xfMj?7_UE*@ecPZGb-QgF_gVcanTs(|er;3jCyTB4`S9gD>a`^D!;jE0rCWL%j zxR(u(`gAXDzyRu(kn3w}&p|+ecr=xZ)6`G(^)XlK%`K~fU<=I&tfpR>ABihujVXGqn8cgW2DgNc1YA`XOfn?GJP|%vd%*}0@4V8 z(KkHogczI4@T)2CJqN3IF>HL}uA}E5e}i;OVRYyu0gRJz5Cv$Gw~cEanumgGF$zZnE-A4jCr3tYVK^1OZ&j+A z+GN+3f(S{-)d-Y6d1Q4p;liB*4X3zEY_cf?)#3`v!G*TfYXFFxM_aO3>Ra2tE8HHb z-d7q9f?HZrvc{Z@t3;kN$xcgqkGONbV2pYi$cdIV{rOK{ z)|eT!NXGTUeSsM2KoKn30j#b%Z2x0znFxyA>J>K*HdG98yJ_46q~+BDSrRxPMn43ip(31%{+hy$bvs(8N_xO>LEvA(#(hfk421`YaygduE5UQ zpng3-KQw|dP=K&Vyg_{NHso2Gl+@H*{2~Qk40(JGgoLhdLU`JM5|7DC<|6G36k{`e zBqM3ut1iuV?%3KlxM2jtbAS;`A34&tLk(NZ9nx@jK$0hkEb0*`VrtRSV#Y=UZ>S7E z3;m4dg>iqfE8LfUW~GoexQmwQzFmn(O<+`uUB?&!d5Jd zX2*!r;kgQ{@F&H5NufwcE>j``Ue)Gp6}