From cabf5d19ee2c9b4806c7865c907e7fb8f0a4f355 Mon Sep 17 00:00:00 2001 From: dave Date: Tue, 7 Feb 2023 07:52:42 +1100 Subject: [PATCH] url --- README.md | 54 +++++++++++----------- man/figures/README-unnamed-chunk-1-1.png | Bin 8812 -> 8824 bytes man/figures/README-unnamed-chunk-10-1.png | Bin 8550 -> 8733 bytes man/figures/README-unnamed-chunk-11-1.png | Bin 8757 -> 8768 bytes man/figures/README-unnamed-chunk-12-1.png | Bin 9074 -> 9080 bytes man/figures/README-unnamed-chunk-13-1.png | Bin 8690 -> 8702 bytes man/figures/README-unnamed-chunk-4-1.png | Bin 8812 -> 8824 bytes man/figures/README-unnamed-chunk-5-1.png | Bin 8910 -> 8926 bytes man/figures/README-unnamed-chunk-6-1.png | Bin 10661 -> 10639 bytes man/figures/README-unnamed-chunk-7-1.png | Bin 9056 -> 9112 bytes man/figures/README-unnamed-chunk-9-1.png | Bin 29130 -> 29120 bytes 11 files changed, 26 insertions(+), 28 deletions(-) diff --git a/README.md b/README.md index a5815c7..be8648d 100644 --- a/README.md +++ b/README.md @@ -49,7 +49,7 @@ packages. ### Why do you spell colour with a ‘u’? Because it’s correct, and [R tells us -to](http://developer.r-project.org/Rds.html) +to](https://developer.R-project.org/Rds.html) > For consistency, aim to use British (rather than American) spelling @@ -285,11 +285,11 @@ summary ``` r colour_values(rnorm(n = 10), n_summaries = 3, digits = 2) # $colours -# [1] "#48196BFF" "#2E6D8EFF" "#1E9B8AFF" "#482777FF" "#46337FFF" "#3E4A89FF" -# [7] "#440154FF" "#238A8DFF" "#FDE725FF" "#470D60FF" +# [1] "#31688EFF" "#34608DFF" "#2AAF7FFF" "#26838EFF" "#2F6A8EFF" "#21A585FF" +# [7] "#482576FF" "#FDE725FF" "#440154FF" "#3E4A89FF" # # $summary_values -# [1] "-1.04" "0.78" "2.60" +# [1] "-2.29" "-0.30" "1.68" # # $summary_colours # [1] "#440154FF" "#21908CFF" "#FDE725FF" @@ -337,25 +337,25 @@ values, and their associated colours ``` r colour_values(sample(letters, size = 50, replace = T), summary = T) # $colours -# [1] "#31688EFF" "#440154FF" "#35B779FF" "#26AC81FF" "#1FA187FF" "#440154FF" -# [7] "#1FA187FF" "#46327FFF" "#3C4F8AFF" "#424186FF" "#471365FF" "#BFDF25FF" -# [13] "#31688EFF" "#46327FFF" "#482374FF" "#365C8DFF" "#80D34DFF" "#FDE725FF" -# [19] "#DFE318FF" "#482374FF" "#BFDF25FF" "#277F8EFF" "#277F8EFF" "#63CB5FFF" -# [25] "#BFDF25FF" "#1F968BFF" "#482374FF" "#DFE318FF" "#FDE725FF" "#4AC26DFF" -# [31] "#1FA187FF" "#1FA187FF" "#35B779FF" "#2C748EFF" "#365C8DFF" "#3C4F8AFF" -# [37] "#238A8DFF" "#482374FF" "#3C4F8AFF" "#1F968BFF" "#63CB5FFF" "#9FDA3AFF" -# [43] "#424186FF" "#365C8DFF" "#471365FF" "#63CB5FFF" "#424186FF" "#440154FF" -# [49] "#35B779FF" "#424186FF" +# [1] "#22A884FF" "#3B528BFF" "#2FB47CFF" "#414487FF" "#2F6C8EFF" "#7AD151FF" +# [7] "#345F8DFF" "#3B528BFF" "#5DC963FF" "#481466FF" "#9AD93DFF" "#3B528BFF" +# [13] "#DDE318FF" "#2F6C8EFF" "#482575FF" "#21908CFF" "#1E9C89FF" "#21908CFF" +# [19] "#5DC963FF" "#22A884FF" "#414487FF" "#FDE725FF" "#BCDF27FF" "#481466FF" +# [25] "#481466FF" "#1E9C89FF" "#25848EFF" "#22A884FF" "#43BF71FF" "#345F8DFF" +# [31] "#2A788EFF" "#482575FF" "#DDE318FF" "#414487FF" "#2A788EFF" "#7AD151FF" +# [37] "#345F8DFF" "#440154FF" "#22A884FF" "#414487FF" "#440154FF" "#440154FF" +# [43] "#FDE725FF" "#414487FF" "#7AD151FF" "#2A788EFF" "#7AD151FF" "#481466FF" +# [49] "#2FB47CFF" "#463480FF" # # $summary_values -# [1] "a" "b" "c" "d" "e" "f" "g" "i" "j" "k" "l" "m" "n" "o" "p" "r" "s" "t" "u" -# [20] "v" "w" "x" +# [1] "a" "b" "c" "e" "f" "g" "h" "i" "k" "m" "n" "o" "p" "r" "s" "t" "u" "w" "x" +# [20] "y" "z" # # $summary_colours -# [1] "#440154FF" "#471365FF" "#482374FF" "#46327FFF" "#424186FF" "#3C4F8AFF" -# [7] "#365C8DFF" "#31688EFF" "#2C748EFF" "#277F8EFF" "#238A8DFF" "#1F968BFF" -# [13] "#1FA187FF" "#26AC81FF" "#35B779FF" "#4AC26DFF" "#63CB5FFF" "#80D34DFF" -# [19] "#9FDA3AFF" "#BFDF25FF" "#DFE318FF" "#FDE725FF" +# [1] "#440154FF" "#481466FF" "#482575FF" "#463480FF" "#414487FF" "#3B528BFF" +# [7] "#345F8DFF" "#2F6C8EFF" "#2A788EFF" "#25848EFF" "#21908CFF" "#1E9C89FF" +# [13] "#22A884FF" "#2FB47CFF" "#43BF71FF" "#5DC963FF" "#7AD151FF" "#9AD93DFF" +# [19] "#BCDF27FF" "#DDE318FF" "#FDE725FF" ``` ### I see you support lists, but how does it work? @@ -419,13 +419,11 @@ m <- microbenchmark( scales = { col_numeric(palette = rgb(subset(viridis.map, opt=="D")[, 1:3]), domain = range(df$x))(df$x) }, times = 25 ) -# Warning in microbenchmark(colourvalues = {: less accurate nanosecond times to -# avoid potential integer overflows m -# Unit: milliseconds -# expr min lq mean median uq max neval -# colourvalues 790.1633 811.2024 829.2027 821.5352 844.3787 907.0718 25 -# scales 1802.5748 1888.0222 1938.6483 1938.3914 1968.8013 2179.9656 25 +# Unit: seconds +# expr min lq mean median uq max neval +# colourvalues 1.627894 1.701427 1.77096 1.738952 1.794650 2.208553 25 +# scales 3.490133 3.570589 3.66930 3.622581 3.714103 4.094268 25 ``` **1 million characters (26 unique values)** @@ -446,7 +444,7 @@ m <- microbenchmark( ) m # Unit: milliseconds -# expr min lq mean median uq max neval -# colourvalues 89.13195 89.97118 92.19782 90.29438 93.67758 103.2665 25 -# scales 194.76115 199.95524 208.87886 202.63537 216.81128 254.6731 25 +# expr min lq mean median uq max neval +# colourvalues 176.1218 178.7141 186.3045 184.7679 188.3816 223.6415 25 +# scales 375.1857 394.0583 411.6228 406.9435 423.1733 485.9965 25 ``` diff --git a/man/figures/README-unnamed-chunk-1-1.png b/man/figures/README-unnamed-chunk-1-1.png index fa6d88023989d874eca87772caba0c9ab21beb60..ae7f8e779370ececd9178d9d9f470f6010cf3f8a 100644 GIT binary patch delta 1937 zcmds$|2Nc$8pj(oxT~ZvBBF0MTfP(qrSR){sC*%)>VSQuS)BhfZ<_>bNQYQ1Dhto6*E0Qzv|gz z-%OPHxcjE;nkq7Am)56RST3#}bg8qw{l(USUJFZ?y3gsp6W7b&0w?=|Gfma9A7)a} zVnoQDX*`9{CmJh`=I0vF7=@3ljqFAfGIO$=cihUzECGx(ON0E(c7&E6(s1z6Nqih4 z|K=H&^T)ekQuMIi!_3ek&irKUpAU4ha%i*n1G+BKE~#_PSyRCq6elO@ce%FPUTXLd z*7rQYg@5Br#7C>qw^{T6|H!O6dO5#!eD+w0?fU0?PKkFUTrn~J%gLe(!zI+D1N<;ec9=T4#Zd&};v;{>lnL$KAGz?e)8Z=jWYPJiXc!QaINc zk45_n=b`bb-GyD;WH(&hl6*kHix=&ko=llQGk|<+E&LyM^3o04)3bn5kNpa0l&l^) zsJGlW(q!Bdu=(j%-4NTc(CD%W&}*fUW3Rav16HRUE}`6Nug9l~k7-u=W#8}_ux^}! zRel{kMk%6{%MO)kfMiwe-{_V<@62rd!u#m*HQ|=7nsP?}>GE`4O*?~!2FBMor4dH! zA>b)yt{;j#@ z(DP4GM-vhQOrkZ%7_)B*I<9t@p>cB`gI0U+^IsJ};)PJ=u^1a&kE%O#b)+iL_`4f! zRSW40nRQmJ+jy45i`H)5YhE|6hu0RWk?Yh|JSO>I6KkHpd7+3zO@ifIM)EqK{?ugt z*{XvZH%A$6V8lOj_~3WKZhqTJ?Xa)?`qT0s!WctjD|9x~4Kx4qKE{^V1k$cz)fx-l zWI(`?$=JLv%>rY*_el2ZXK(o?JUh?fh_WFFE!}k6XZ-LPJ%1;E{qpMG{i`!;%Py8g zYhbw9yYh22ho^oIlkqf;z1?>X23B<&CVKrYIB6nw*q&cFHIemT-IbSzZl3nf9Ec8H zPe)`6ISWO0&8zi8Y`(pVt$ZqB&3(dbMsL)d>99r#*HM&E;G4Acy^ndKfx z(HZGgeo{!)c1e7qcXFsbp$f82eeCE|ER`eY-@CX{mCH`u0B9wmlz`=I4IM<_wBp;4 z_nvP1k0jBi`@3?tbQ-$7A+rs7)7Sa}8y{$A?mQpytSq(6xIvpUWM32!81(LXB2zPV zmVjaa8NSgqbs0@#g|?nW?17Q7f0>3YRsTh}O-X8#wt%Fsr_Bg_>83O%L7b*3O;<3y zVm+-%KrE5}3l2E_?*>OkI^UeRLij8>kb>0&A*Ul!rc_F(aRn1-ohGKmETw|ao9XNW zl}eZ=>VuUCA~Ls?CrJ4eo}?ObRxU1LgdE3{rDQgjkclBgrsVTT6|p$SmB(;^0wqcg zO((OYcacR*2s%Rzz-SYTO2XA@5T46Pkl-YVJ5$NzB{>M;eJF~-0235TDH!5TV~~=& zG>k8YK^BvgVWb>v?E!e?pq$%$yb~ZKn2MA+370Z4h~1v`(p7QG?WEkZnwtGPJ` zN|7ZNV?wlLsgqCfggF>j1oC)tRJ}+jQ353{Q7Ar7fUqrsB~c)vMZHDD>=`*AlPmAS z>Y)olP}H}V#U~_?IUHjvmV-)&Bcaf}Kwlr^!s#KH98?IwTs~V)rGOUzDv8{OwDv&+ zi7}OES0kSdDlyih1Y%A-K06G9sz)lYaRw5L5{;Xv#YBuRL!|SnIKo{@sfh-g0Tjnc zID$hBEIqBe&uIq1;zDP0U_wNFR_-oG#~k3ODF1&ezxJaZSEqL8+E;W&no=Ys3WQH% u|Ko@yS)}EqQd+guruXQA5;JE8sT2MgE5N1MXkqHfiq_>?-`*pwVhduew=hVNtx^C5} zs(b7H`fmaLJ}V3?3;+OF;k$2lAOK*Q0Duwc=^`~5c|sQe&|Vq4Yga(rE}vbA@rlWY zlTJiL`9vi|CC5et`gj9?TYi2}Sd3MW3H~3fnvLJS$r>y#FIcJCexo)%a3FhlQWaHm zX2h{DzSiq{@6_ns*!A1QOAlf<;7z=Y+a8MwMQ~`F-P+R?vRtS8wE_3Fv+U>l7k%#i z%S>O&+E&w4*bvvk8CjSp0jUxJd0MdidV^zVk-!$~Xi@1j{_9vx_e5u>M@k!|e+8xA zY2($K4ma0hEXD2YVHt?)67c5gAvjuE8Q_D-8ND?0%&l+TSQMZ#ef2zyuI;7h(dV6< z*YEr;z63Y6s-q4F`KHw9<8$uqzi-VU?Qyh!ny2dI=PZ-h%pKESM*hgZx^w&Ee{NXE z+0(nD;*P(~uPs>$+KWA-ah?3EgV$=DDJDX#hPh&gFbbrd3Zvw;6>WY`+bguZ* zSHX|)ogq(3i@lX3r+SkvThGhkC59mhTaYzxwXX1kv-#RGT!CHh;mEwm0gwGFw|5t;zVs*Y*Sd(sdbz)=%_cz44$VeYtqM}M>q%CJ4sq?dVwo`_6oW+M#2AH%HAIyE!oFYsPovp>~jI z8fvDgSxwER)zc&cis#^>}wD4l~n}tsc6xb7HsTKuX$r4XKyC5f&N_kv(aWPy$ zRZ_WC3J`30sroc8dFFIipwuElhisN)so93?baWk~F`eB(S;XTLh3No6LqY z!R3=mrL=?#RU%_8g{l%F3L#p^t^#@WQUzDe0SO>G6I9Abu=_j%&rW6$ z;07A#&Px@hmR^&br@<`}YbhaIfPA4KQDLz=k4IrsVUCzZg{53Vm5@f2WKd~gBsTfA zvVl!wNM2Iic@hpJtZJdP(8lGX3Z9a|lUQ?ERH1a!E{LtdQw0p#=*P3;v+2q`Y67u^!{DCF-vFR|gO;+~(g>OJ^h^JzBcF zTJ6{~um&-k$(E=rM*_-$dv)e03Nylqn9*pFHVRE{(6M)}@Smfyg^q3Hw(6sVeFH|v#k4*Or5P6x zn!&iZ8s*=C2t;v6;H*+Jl{o~W;I-^fbp8NgH%CT_Y}M>$3Sl=CU4N9i??WiclLn^) zYKk(n+@7g0EKw`m^;H4H!)HT_)bOU-EPx1^yJ6Ja1ZT^nmyf-0L@~-{CVhHa5*DR5 u`-z$fYgSmZrPaq&bB6!#oz_K~mgTV@SqncO-T(PVukRlJ-Id{ZI4UD897)cm9|QnN&2R^Y6PFyE9ilHs$9l({4-Rn-i3*7g z5B74l2LQ{Q9G`%&9X?yp4RN7*`rY1_4`#&Q$0+PlxOwVeX>C1mc-TCu(8YXkC-VY( zzWdJa-IfO$c%>dkPNeLgzPq)(xsIf>cU5T!U2F1#?5@E+oxSK#IjX=2MnSSod)AFG5*T%oh(&7v^sT)rub*shf?*W#*9&8{A0Gq^e7o`g$S_0v@;` z%su21pZd`qUgEF=?}z!6M|DofZ8}#_K~MgSn%I%acDwL_{C3#??HC;@yqm9rk-qV9 zq`0a~h2`j9Ikf3v6XlmjPp|6|80qHAhT}%$9t*}>@7Df`hc{pS*qYE@cj)ZWlC@+@ zR=r>GVn-|#>3wgBF*$vxxD%J;$X#ztI?Be!Qofy=N?|Ui7aDEi{(AdX+P3yIGO^Uj zj?Eb7SARUFETI{pHR(b$F8Eo|&txJXvW(etTwdLx4|QB^WM4|z4D*UqVw1v?%~E^sm}b&s-A+rWT-a+XO;_s=dyu9mZMOB% zR?X|!(u?Zb87($TR<%W4txYd)@!!0`rma2iuHAPb6aAf9jTSezQmr>+u_D7iSQSGs zv_N2XYwBznNb5Og=EBauVg~L^x^CmfzPY1D^#W_X|Jdat=WHxK@EWrZc$M8fGW>0A z12s@^V4thM_urL#; z-^IGvj)VQ|IUOpX{=%W=WJ)ySnXVI&ySIFfni=TXzoCt-#7cr_<0&LDi8!I|h z-j-UASUaWZp5s`#lD3jrYe?IJ-^+VV>%zaqcj3G7tpSL9>&}virZM9fR2=p-J7QVu zEFGtoq)`_-Rd}iLn6BRCZQ5$FFU`k1&zmjnk(UX!_v}wCd^7{8QB3X~Mk)rQ{wat2 zn~YC^Sx_}%#f|Udb8;%?);Gvg(QcMacB4i~a-nVZHdSKx*4QZWxlVlc$!JRuW{{- zYi^i#=3wO6?NY3fmAsX^W(`WJe#Xu}Lh>z5n8jJhcs#cjDBM9x?a+(T=y|(oM9OkG zeXwSz6`6lDMQ*h3^DMi0-RvrX*EjXCJ+6{rM0#prUD8Zv#eYEC3Mzom93n`ir1(hq z%dv!5VHtAT<)WJ#uus^R0l>^~KvLKPg-uJ?HedxI9zjs465>8Mx}n^H9r_3WNSuqK z-N~!qT)$mZK!;|!=Uc^sSt5Rb4BpIsP}DlZ0YNQPeeSh`zdjc9Ax|z%EazdO`N}%B zBmhK6$|zgvFLahB+Bk?r9ox}z5;*PfAN{^SlJ+E9)6Hv~L`oEaGf)woGD%oXL=jnwL(saffXkRFETeHFt?TBmJ1 z%v-^EV4&oMDHet|yEwmz(xZ+?Yex}q3+rz=cX(roC_3TIGCOFVL5D`(VIIS#>Tjff z1#=x!-9VCi-|W#1WEXCXt#b=77q7cnWE^PU0+iez$p5MYQgcb*;FSFqk#S2p3AFNj zqPJOeIUqra+TIL(vGHb5BL1g~&Rc|TH(q9ikPa)CbNTWbp{$CKW;%A|>Wi+GcuDzp z?&<|1Pm;TZVpcKIMKlMdj0UyDSYKCU>?#yh4_Oz8<^WF^-eLGi!!Znl)))AMQ5wFM z;CmQOJm5_0YxW4ImT)c&7Y}f?B&sFhdKe}E{#T3#1})(9X6cFP6jI9^f{%JPv^@bO zs#SD$2a;aPs$`0ojF<)zn2c+i*Ao#P?Lr#lwC=c=6^T+ewT+JM$BP-3J0wucz;TC| zj+qluDsu`Ac_L@Zs;0KV8Due0|2&`tpwZ5MRuSJ4X{hi52#>VP{bgkvD5ltL@vxgv>|dK+?#_Z;;s8eo*4zDYB*bJBOs? s;Yq_gtpgu#VRXSUjgb651u~9F4F1xKp&LF{8^2>+j<`EMwh#R7->t^zf&c&j literal 8550 zcmeHM`#0NZ8viD&k}9U9%9v6ar7C4wN?Ve;X0=O=DRyf~wQeb;BN(?xI<(B7x@@cM z(67ssX&J0gOlVwEaoIL3E!$`kiA&TaF&Ppf$;2Ga?tif7?0kQC&v`EI^ZxLh=lQ&! z_j$kZ^TqB#7$X1x*yH_24}SoFmjeKdtEr)~q~&w$0YF^`@9ypwu>0!0Mn`lL;9 zY_sd#fyMV__`@goo8RM)p!Hq#x_{snbCto}mWQs@F6E&roBb-)v#g}U8`z3}8EP%G zpP*2S+hRJ0Cf8?6g_(0~!ZLgJ-8P%x`)muijd49{W|T)^%+l$n6T6ASdx*oRqj&CE z-#ZNZnBPNtwq4m{QsH8CIl?RYNE)5hvqzJkum-8F|?yQIF0AY$EdcKG4PBj!V%11D=A z`65R_p6_GmtgH)#6g#3mN3CtG#5&>rRE{1PFg=-=+i(m|d8wz2Xvb@67^e(P$poX7w9qre(8J?QD< z5;r*x)vDiT;c`2)R6DWXE@^XhBRQz-p(d~Bl;LjUd<)yamKC>tQc#QK_jb{P2;}=X4wx_st36;`WiTR2b49bj<6>6MW^`r-%xFz-?x}JO?`J zO)w{zF@yKU<3djpEnzsKowvV`T|UWe;v{yb(9&cu8BaD^rcM zzzS@2Sg`+RAcFW)d@vm=cJU2IKS2e=hEb|2|Kbq10XH22i0vs<%_xoF&1uO1rYL4W zQe=9V#Ai>Vr(P4l1n^4^xj%$^ECH8*`_hyEVy}&*3hiT-8>;?+n8lZTJ_)*Anm{>Q zh2L`N>Fo(We?eeyJ6kKvHZ9q)c3**E2vvj87$06stRovfB`n6(QQl5rE_&V9u*|6D z3s0!|#__X}-WVhETi2;+*-NX{$(iR}-Zk9pBdo+a|KUmoF2f$JkLkIQWyHyQ@%iG) zSi*eMkPa^&U)J36=)cD5>QP>s&!gQqGy1{^y5xF@!kr# zAuIJs1Oe1=+O#|)x%B*$F1Jo?SQb5Wk{reF6asbV>XbGA6ifOQ4&3QYR&RIE1!HEd z>B4GoN}L57n8@f1Rm$XPM6uc!2WTr-swpi}cE7y(c1Q&fP7#0hj`Z;XtW~lm0L#Gx z>M9AQTE?oig(dJE3%tBsZAXT2x14)%tVsYcVS0PGUQB^4O}NIHcr|&B6kVTSD-|7j zu*3L!Ui%*$N7&tszoCmQ*wC-ydBBM>(zP|3im z-j?gPJ@p99;o8aDA8o6entt*BiG4-}ItQ;G*glG^3e@iGwidm<*7nOA`K)&M?ZMNhm^T<^%B>kKK?729boa zubeX^qjwqv+P@15UfI3GVLJ0^Fp^F2$Bq2fo5dw%1K!gAy1ke*n9U=q}A^5)|1UU2yd92rW z=XQqCe)=LM3>EtR^>0&cGH|nk41B`-*k{{sr5a=N-YorTTRoss54{-K*;`2lpwO-V o04PmRNkE+gp~TJq5h8YB6!o#~=MByaw!S#MJ$*gu-7bIqD-OA(Hvj+t diff --git a/man/figures/README-unnamed-chunk-11-1.png b/man/figures/README-unnamed-chunk-11-1.png index cc1e2d1309556cd6b7c3475c2a5b2068612652f1..602d6ecffc7916eb5a6a47c25e738b0c55c7a32a 100644 GIT binary patch delta 1043 zcmV+u1nm2@M8HIlBmo(bB`1Hob7vzY&QokOg>Hg1+lHrgWS zWcKdPn90sKGrRqvPeo9CG3uKX#J{(IASm?@+di}}l?o-=)F3E6wD^Ni=!>T7nL9I? zX}YoAW$t|Qo$sD|?zw001?ah|SeB6#0T!CBEf+H4bBB+JJu8rehoFBK2BB9`9V=a_ zOaeAf3wO0!-$TNCU)j~&{-3S4MjaI(aUWu{=BNvZj{)$fRm*k(dis$cKk8Z@_G0L_ zF+jvGdbr_Z*TZu@evN5n51GnV&v{?_pf~D>WtO;Zej(s*;~Z{0QP}ZGE;J;Mgc+)5Aw8EP8kNq;VqqYhgy<6Uj0=+8?G7dO-&OBU<;fl{FVM6-)>fUj8w zt5J-NPueZH>g)MY#m*OepL~TjtAT&M4YLUaD3~yZy$VfO0}*5>KnC9y*l4MP4hAw5 ztrQuGU!i6f8|Qz(Jn}lUna#nz!j%5V$X|o`xX!dHWQRV27P1=rj;t2bW$~+pTw@bI zek?ZvKPDL<64`^#UNTAck#RBsB6*5DP4<%UA_FqU$I>2EH_cM;u(LPx>wHmU-|3&GWIL{YNX(Q zxa>rWCyRuBf>}*(bcU2l~2ICg+(V4}G#U1l;@#I$zMt+vbndh(cT|8NDE)GVl zmj(K2`BoWDjYO>UgY<{AEWIavDE-F0&3(#!&3(>&!CeB8JIkHpzTqx#A9G*E_G6#@QDHLjCkzNR&Px>zCja=BtvA3lr~iNxL5O`B9%|&QfUxVJ5v*> zvD85ihqI=3plt&C{2kS)Zn9G9(qrCz0$I~KZtH&y%@ub`(vxBuuQn={n(F9?s2GOG zOpa(%huUpg8wKy)^pEtLGP@5GTP{bO`wYOoKk@AQF5-@~0G1qpfyX0m7|+TF-UT@G zgxa#(!5xuEd<)>z_w4q+`Z9Qa{nY8)#B;3YEr7K*JDtDZ?{wBaK>w=%XN`XWpr3qI N16%?N@3T7u`W?Kw6W;&; delta 1040 zcmV+r1n>L6M72baBmoYQB`1HIxw9)I&V$sZrjic+HI%e$QqhFk=>BE1ZQLxAY_vg; z$?V;oX(lt{{G@3qJ`_O^!KmPq;Qw2}Cn0L9?Tam?khm;cmfj@-EE=vY<j_ah##O=&8K%Z*oPHplXa__*d4W&(ZgEoW&u*U&koW{Q77Ebfcr@)1_2KEzk4 zo|i)XUoE#3#w9(5UYrbc$S`&M_4;;KotX&Yk~tR(8jK|`R<-d$$bVP0C!`Qxwse1w z;@rqh+mp%xpTD0Pof9u;;w>9fD%vK70x^G*=NAo>SWIm-WRcv9iqoP?gR{8=T%K&}3c)JK^23!2( z_sKt!YsvSLA0~g}-sC>v&U2q~pK;%S$X(zra$j;^aUXM^M{3l0?=)-fucNUF=4qEv z+@C^P*e!oNC}f2_!o$L3OHb$(hJ*=WFM4)2s}qeEUAqRyuy16meXM{NsdMaZth3hP zKU7AR1}A)`if=3a@`MDi#doz@RAWy6C$c(WVZymuTex zuzNB%!f#3b{TJJLrDb!U1~~jDJNH_)IS=5h1JL_u%Qk>#vuCEftoe7#=(`~7--^8?i10Jxz41OFv>3&msB%K!iXIAvH# KW=*qC1o0hSkrw#? diff --git a/man/figures/README-unnamed-chunk-12-1.png b/man/figures/README-unnamed-chunk-12-1.png index 7ccc57c9fa375b666f7f9b8d2fb378ed4c56f6f2..ca73bd24bdc79764cb29fd41ee958fb26ae16d24 100644 GIT binary patch delta 1909 zcmV-*2a5ReM)*dMBmo(bB`1Hob7vzY&QokOg>Hg1+lHrgWS zWcKdPn90sKGrRqvPeo9CG3uKX#J{(IASm?@+di}}l?o-=)F3E6wD^Ni=!>T7nL9I? zX}YoAW$t|Qo$sD|?zw001?ah|SeB6#0T!CBEf+H4bBB+JJu8rehoFBK2BB9`9V=a_ zOaeAf3wO0!-$TNCU)j~&{-3S4MjaI(aUWu{=BNvZj{)$fRm*k(dis$cKk8Z@_G0L_ zF+jvGdbr_Z*TZu@evN5n51GnV&v{?_pf~D>WtO;Zej(s*;~Z{0QP}ZGE;J;Mgc+)5Aw8EP8kNq;VqqYhgy<6Uj0=+8?G7dO-&OBU<;fl{FVM6-)>fUj8w zt5J-NPueZH>g)MY#m*OepL~TjtAT&M4YLUaD3~yZy$VfO0}*5>KnC9y*l4MP4hAw5 ztrQuGU!i6f8|Qz(Jn}lUna#nz!j%5V$X|o`xX!dHWQRV27P1=rj;t2bW$~+pTw@bI zek?ZvKPDL<64`^#UNTAck#RBsB6*5DP4<%UA_FqU$I>2EH_cM;u(LPx>wHmU-|3&GWIL{YNX(Q zxa>rWCyRuBf>}*(bcU2l~2ICg+(V4}G#U1l;@#I$zMt+vbndh(cT|8NDE)GVl zmj(K2`BoWDjYO>UgY<{AEWIavDE-F0&3(#!&3(>&!CeB8JIkHpzTqx#A9G*E_G6#@QDHLjCkzNR&Px>zCja=BtvA3lr~iNxL5O`B9%|&QfUxVJ5v*> zvD85ihqI=3plt&C{2kS)Zn9G9(qrCz0$I~KZtH&y%@ub`(vxBuuQn={n(F9?s2GOG zOpa(%huUpg8wKy)^pEtLGP@5GTP{bO`wYOoKk@AQF5-@~0G1qpfyX0m7|+TF-UT@G zgxa#(!5xuEd<)>z_w4q+`Z9Qa{nY8)#B;3YEr7K*JDtDZ?{wBaK>w=%XN`XWpr3qI z16%?N?~^+OM*-H8g9IWmM@$2f(B+;~bY#!v^xAbDx*{ntxpXIj%X+AII+J>~W8E-_Ldb zas4{K&OLtSJdXGG$MIXo=XLDob^MP1`0jJ3ub=DJHTQXsHGj=IK3}fa%kATT{kiA+ z$Lo=wpVzV5pMM{FKd!&sUf=r|*PPcM$L8mC-N(9qy^d@C>-u%S-{)?(*MA58=RMY} z^P2HHj`!!i*5~*4%XyFUd*gTfIzJK4Yv%Rq+`9h#Z5%s1j&mR5x_{o|i8=l;&8PkR zJN-Yu&g||hlk;_)JKnGC9^?9d_1$%D9$W9%>pZsR+`nGW+PcSmJ`-!kI(J+@zrW7S z>z?-**R1=Vuk#-3yX(63TgU5~`8dwa&+Gl)HT(N`rsw^CT{mYwf5-Q0{&}zOpX)Af z-_PH6dpn+o`3w#F`L}X%_vi0l=f?H_J~n>i+If9%yq@>H9=rTHckXxI zci!XJ<+y%*p8Ks_AH#cnUhnT;ugpHjxu5Hf9M9{=zekVvpU3s{^XJO@c%Ao{fAjd` zpU1xLm+_6)`8D(MIPbB4?zLXO#`ov{p7*=lU$5Wy^Vm8!p4#WR`TF(s_k2I!e2weB z*ZJ{&{(T?!n&*bh>)7|}d-K|_%j^B+*Y)4W`|I)Dx9jn&UT4BE1ZQLxAY_vg; z$?V;oX(lt{{G@3qJ`_O^!KmPq;Qw2}Cn0L9?Tam?khm;cmfj@-EE=vY<j_ah##O=&8K%Z*oPHplXa__*d4W&(ZgEoW&u*U&koW{Q77Ebfcr@)1_2KEzk4 zo|i)XUoE#3#w9(5UYrbc$S`&M_4;;KotX&Yk~tR(8jK|`R<-d$$bVP0C!`Qxwse1w z;@rqh+mp%xpTD0Pof9u;;w>9fD%vK70x^G*=NAo>SWIm-WRcv9iqoP?gR{8=T%K&}3c)JK^23!2( z_sKt!YsvSLA0~g}-sC>v&U2q~pK;%S$X(zra$j;^aUXM^M{3l0?=)-fucNUF=4qEv z+@C^P*e!oNC}f2_!o$L3OHb$(hJ*=WFM4)2s}qeEUAqRyuy16meXM{NsdMaZth3hP zKU7AR1}A)`if=3a@`MDi#doz@RAWy6C$c(WVZymuTex zuzNB%!f#3b{TJJLrDb!U1~~jDJNH_)IS=5h1JL_u%Qk>#vuCEftoe7#=(`~7--^8?i10Jxz41OFv>3&msB%K!iXIAvH# zW=)e%1U>=Vla2%;Fe19alF;RzRCMIb^?ST7UIYjbAV7cs0RjXz3A}BZV+;WT1PBly zK!5;&r+@26r>~#u*ERQfk2QbII{v;~ub10@$NO{7_m9^j zKmT6GZh!uL?ESd@c6)vAV_b7ye;k{Cuj@Y6_3M3H^IzAm`~5z5yS@H*;D6p@%{s3c zzvK9P-fR8+{(d>{aei<7j$h{|!g=jO5XdA-kLYtH@a^{lOX+~+f~W~_6^_4E7d+`R62 zk8#bq@A*FOvA(;mTfcR@ubGeI-2D6T{kq@Z^{jp$&-A?iuj}T_=kGYKKkxPZbKT|b z`}x~$Z^!d6pP^wtUn{3)79*qQvE$szW}aKu-QJGx&Fqfr*ZZG;mG!u0erLYcx#vBO zV;{%wn7`p;-Q&3LpY^?Q&3TV=<~VkIK7ao@H?IHpvGE(%&g*;Q{a^RJ9=~;*JNG;9 z`*ZB}>$>N1<6kS+$MBx7`S<#K|9WNiInMoDcjS0pKmI#nyw0zGnU}|Tk9Dv0{x!Zo|9Rf;a(}&l-_K*~+<0oA=jQv@*WdH={O~od z|6b?E=lS|R?lsR1iPy33*Z1bNUzgYC%dhL#cdo~=x9jn&UT4oP z=auX2x~>`LR>sG%_viJm^Yin3&FkOK?;PJfzBiJ-ysw#7m)D%P@x68Z`!Rdn>uvmf z9vk1CueWjU`OoX~pV#|1H?Msid!4(kzsH<)?s|OhI*zUL=lk({<~8fs5P9D7_4oSx zy8rXsalhw9W&e6TF=b0zmjJVo4%-g1uo;m86oKpac;&{MOn?9Z0t5&UAkZe@|Fdx* t@B))?BJq=OBJq=OBJq=OA|4lk{{e|8w#b$WS%3fl002ovPDHLkV1irMIbQ$( diff --git a/man/figures/README-unnamed-chunk-13-1.png b/man/figures/README-unnamed-chunk-13-1.png index 45b99279995141c2ffacecc3a324641ab2d28689..1bc6e2727500a123a82cdde7598333f1642e481e 100644 GIT binary patch delta 1182 zcmV;P1Y!H~L;gdMBmo(bB`1Hob7vzY&QokOg>Hg1+lHrgWS zWcKdPn90sKGrRqvPeo9CG3uKX#J{(IASm?@+di}}l?o-=)F3E6wD^Ni=!>T7nL9I? zX}YoAW$t|Qo$sD|?zw001?ah|SeB6#0T!CBEf+H4bBB+JJu8rehoFBK2BB9`9V=a_ zOaeAf3wO0!-$TNCU)j~&{-3S4MjaI(aUWu{=BNvZj{)$fRm*k(dis$cKk8Z@_G0L_ zF+jvGdbr_Z*TZu@evN5n51GnV&v{?_pf~D>WtO;Zej(s*;~Z{0QP}ZGE;J;Mgc+)5Aw8EP8kNq;VqqYhgy<6Uj0=+8?G7dO-&OBU<;fl{FVM6-)>fUj8w zt5J-NPueZH>g)MY#m*OepL~TjtAT&M4YLUaD3~yZy$VfO0}*5>KnC9y*l4MP4hAw5 ztrQuGU!i6f8|Qz(Jn}lUna#nz!j%5V$X|o`xX!dHWQRV27P1=rj;t2bW$~+pTw@bI zek?ZvKPDL<64`^#UNTAck#RBsB6*5DP4<%UA_FqU$I>2EH_cM;u(LPx>wHmU-|3&GWIL{YNX(Q zxa>rWCyRuBf>}*(bcU2l~2ICg+(V4}G#U1l;@#I$zMt+vbndh(cT|8NDE)GVl zmj(K2`BoWDjYO>UgY<{AEWIavDE-F0&3(#!&3(>&!CeB8JIkHpzTqx#A9G*E_G6#@QDHLjCkzNR&Px>zCja=BtvA3lr~iNxL5O`B9%|&QfUxVJ5v*> zvD85ihqI=3plt&C{2kS)Zn9G9(qrCz0$I~KZtH&y%@ub`(vxBuuQn={n(F9?s2GOG zOpa(%huUpg8wKy)^pEtLGP@5GTP{bO`wYOoKk@AQF5-@~0G1qpfyX0m7|+TF-UT@G zgxa#(!5xuEd<)>z_w4q+`Z9Qa{nY8)#B;3YEr7K*JDtDZ?{wBaK>w=%XN`XWpr3qI z16%?N?~^+OM=V@PL_t(|0qxjZYG%n9MA5qR{72}C7)p{$_165SL8c)iVXt~@BxQUn zjv=$I1fT^Ezd!tM@IT-F`}tJrpZ^E5;S%f!vKh?+vKh?+vKh?+k{KQqeE<0UZy!Sf w0t5&UAV7csfr^0t2eUpLo&}R099$Ou2S+RPx$W`@TL1t607*qoM6N<$f;PxdMF0Q* delta 1174 zcmV;H1Zn&JL-IqABmoYQB`1HIxw9)I&V$sZrjic+HI%e$QqhFk=>BE1ZQLxAY_vg; z$?V;oX(lt{{G@3qJ`_O^!KmPq;Qw2}Cn0L9?Tam?khm;cmfj@-EE=vY<j_ah##O=&8K%Z*oPHplXa__*d4W&(ZgEoW&u*U&koW{Q77Ebfcr@)1_2KEzk4 zo|i)XUoE#3#w9(5UYrbc$S`&M_4;;KotX&Yk~tR(8jK|`R<-d$$bVP0C!`Qxwse1w z;@rqh+mp%xpTD0Pof9u;;w>9fD%vK70x^G*=NAo>SWIm-WRcv9iqoP?gR{8=T%K&}3c)JK^23!2( z_sKt!YsvSLA0~g}-sC>v&U2q~pK;%S$X(zra$j;^aUXM^M{3l0?=)-fucNUF=4qEv z+@C^P*e!oNC}f2_!o$L3OHb$(hJ*=WFM4)2s}qeEUAqRyuy16meXM{NsdMaZth3hP zKU7AR1}A)`if=3a@`MDi#doz@RAWy6C$c(WVZymuTex zuzNB%!f#3b{TJJLrDb!U1~~jDJNH_)IS=5h1JL_u%Qk>#vuCEftoe7#=(`~7--^8?i10Jxz41OFv>3&msB%K!iXIAvH# zW=)e%1U@WVNkl8AQ>#^!#V&ff!1XOZC?Lr$MG6BVn(4Y$RoTD-I^J zxdfmE4nO_x#DBj1_w%XLKmQN2u@Wc=vrrX@2D4BVzyTHb{_*?YK86GY2oNAZfB*pk o6#@SbvvD4G1G66;g8~-(4@VdDxed_1Z2$lO07*qoM6N<$f_$-0bpQYW diff --git a/man/figures/README-unnamed-chunk-4-1.png b/man/figures/README-unnamed-chunk-4-1.png index fa6d88023989d874eca87772caba0c9ab21beb60..ae7f8e779370ececd9178d9d9f470f6010cf3f8a 100644 GIT binary patch delta 1937 zcmds$|2Nc$8pj(oxT~ZvBBF0MTfP(qrSR){sC*%)>VSQuS)BhfZ<_>bNQYQ1Dhto6*E0Qzv|gz z-%OPHxcjE;nkq7Am)56RST3#}bg8qw{l(USUJFZ?y3gsp6W7b&0w?=|Gfma9A7)a} zVnoQDX*`9{CmJh`=I0vF7=@3ljqFAfGIO$=cihUzECGx(ON0E(c7&E6(s1z6Nqih4 z|K=H&^T)ekQuMIi!_3ek&irKUpAU4ha%i*n1G+BKE~#_PSyRCq6elO@ce%FPUTXLd z*7rQYg@5Br#7C>qw^{T6|H!O6dO5#!eD+w0?fU0?PKkFUTrn~J%gLe(!zI+D1N<;ec9=T4#Zd&};v;{>lnL$KAGz?e)8Z=jWYPJiXc!QaINc zk45_n=b`bb-GyD;WH(&hl6*kHix=&ko=llQGk|<+E&LyM^3o04)3bn5kNpa0l&l^) zsJGlW(q!Bdu=(j%-4NTc(CD%W&}*fUW3Rav16HRUE}`6Nug9l~k7-u=W#8}_ux^}! zRel{kMk%6{%MO)kfMiwe-{_V<@62rd!u#m*HQ|=7nsP?}>GE`4O*?~!2FBMor4dH! zA>b)yt{;j#@ z(DP4GM-vhQOrkZ%7_)B*I<9t@p>cB`gI0U+^IsJ};)PJ=u^1a&kE%O#b)+iL_`4f! zRSW40nRQmJ+jy45i`H)5YhE|6hu0RWk?Yh|JSO>I6KkHpd7+3zO@ifIM)EqK{?ugt z*{XvZH%A$6V8lOj_~3WKZhqTJ?Xa)?`qT0s!WctjD|9x~4Kx4qKE{^V1k$cz)fx-l zWI(`?$=JLv%>rY*_el2ZXK(o?JUh?fh_WFFE!}k6XZ-LPJ%1;E{qpMG{i`!;%Py8g zYhbw9yYh22ho^oIlkqf;z1?>X23B<&CVKrYIB6nw*q&cFHIemT-IbSzZl3nf9Ec8H zPe)`6ISWO0&8zi8Y`(pVt$ZqB&3(dbMsL)d>99r#*HM&E;G4Acy^ndKfx z(HZGgeo{!)c1e7qcXFsbp$f82eeCE|ER`eY-@CX{mCH`u0B9wmlz`=I4IM<_wBp;4 z_nvP1k0jBi`@3?tbQ-$7A+rs7)7Sa}8y{$A?mQpytSq(6xIvpUWM32!81(LXB2zPV zmVjaa8NSgqbs0@#g|?nW?17Q7f0>3YRsTh}O-X8#wt%Fsr_Bg_>83O%L7b*3O;<3y zVm+-%KrE5}3l2E_?*>OkI^UeRLij8>kb>0&A*Ul!rc_F(aRn1-ohGKmETw|ao9XNW zl}eZ=>VuUCA~Ls?CrJ4eo}?ObRxU1LgdE3{rDQgjkclBgrsVTT6|p$SmB(;^0wqcg zO((OYcacR*2s%Rzz-SYTO2XA@5T46Pkl-YVJ5$NzB{>M;eJF~-0235TDH!5TV~~=& zG>k8YK^BvgVWb>v?E!e?pq$%$yb~ZKn2MA+370Z4h~1v`(p7QG?WEkZnwtGPJ` zN|7ZNV?wlLsgqCfggF>j1oC)tRJ}+jQ353{Q7Ar7fUqrsB~c)vMZHDD>=`*AlPmAS z>Y)olP}H}V#U~_?IUHjvmV-)&Bcaf}Kwlr^!s#KH98?IwTs~V)rGOUzDv8{OwDv&+ zi7}OES0kSdDlyih1Y%A-K06G9sz)lYaRw5L5{;Xv#YBuRL!|SnIKo{@sfh-g0Tjnc zID$hBEIqBe&uIq1;zDP0U_wNFR_-oG#~k3ODF1&ezxJaZSEqL8+E;W&no=Ys3WQH% u|Ko@yS)}EqQd+guruXQA5;JE8sT2MgE5N1MXkqHfiq_>?-`*pwVhduew=hVNtx^C5} zs(b7H`fmaLJ}V3?3;+OF;k$2lAOK*Q0Duwc=^`~5c|sQe&|Vq4Yga(rE}vbA@rlWY zlTJiL`9vi|CC5et`gj9?TYi2}Sd3MW3H~3fnvLJS$r>y#FIcJCexo)%a3FhlQWaHm zX2h{DzSiq{@6_ns*!A1QOAlf<;7z=Y+a8MwMQ~`F-P+R?vRtS8wE_3Fv+U>l7k%#i z%S>O&+E&w4*bvvk8CjSp0jUxJd0MdidV^zVk-!$~Xi@1j{_9vx_e5u>M@k!|e+8xA zY2($K4ma0hEXD2YVHt?)67c5gAvjuE8Q_D-8ND?0%&l+TSQMZ#ef2zyuI;7h(dV6< z*YEr;z63Y6s-q4F`KHw9<8$uqzi-VU?Qyh!ny2dI=PZ-h%pKESM*hgZx^w&Ee{NXE z+0(nD;*P(~uPs>$+KWA-ah?3EgV$=DDJDX#hPh&gFbbrd3Zvw;6>WY`+bguZ* zSHX|)ogq(3i@lX3r+SkvThGhkC59mhTaYzxwXX1kv-#RGT!CHh;mEwm0gwGFw|5t;zVs*Y*Sd(sdbz)=%_cz44$VeYtqM}M>q%CJ4sq?dVwo`_6oW+M#2AH%HAIyE!oFYsPovp>~jI z8fvDgSxwER)zc&cis#^>}wD4l~n}tsc6xb7HsTKuX$r4XKyC5f&N_kv(aWPy$ zRZ_WC3J`30sroc8dFFIipwuElhisN)so93?baWk~F`eB(S;XTLh3No6LqY z!R3=mrL=?#RU%_8g{l%F3L#p^t^#@WQUzDe0SO>G6I9Abu=_j%&rW6$ z;07A#&Px@hmR^&br@<`}YbhaIfPA4KQDLz=k4IrsVUCzZg{53Vm5@f2WKd~gBsTfA zvVl!wNM2Iic@hpJtZJdP(8lGX3Z9a|lUQ?ERH1a!E{LtdQw0p#=*P3;v+2q`Y67u^!{DCF-vFR|gO;+~(g>OJ^h^JzBcF zTJ6{~um&-k$(E=rM*_-$dv)e03Nylqn9*pFHVRE{(6M)}@Smfyg^q3Hw(6sVeFH|v#k4*Or5P6x zn!&iZ8s*=C2t;v6;H*+Jl{o~W;I-^fbp8NgH%CT_Y}M>$3Sl=CU4N9i??WiclLn^) zYKk(n+@7g0EKw`m^;H4H!)HT_)bOU-EPx1^yJ6Ja1ZT^nmyf-0L@~-{CVhHa5*DR5 u`-z$fYgSmZrPaq&bB6!#oz_K~mgTV@SqncO-T(PVukRlJ-IdHg1+lHrgWS zWcKdPn90sKGrRqvPeo9CG3uKX#J{(IASm?@+di}}l?o-=)F3E6wD^Ni=!>T7nL9I? zX}YoAW$t|Qo$sD|?zw001?ah|SeB6#0T!CBEf+H4bBB+JJu8rehoFBK2BB9`9V=a_ zOaeAf3wO0!-$TNCU)j~&{-3S4MjaI(aUWu{=BNvZj{)$fRm*k(dis$cKk8Z@_G0L_ zF+jvGdbr_Z*TZu@evN5n51GnV&v{?_pf~D>WtO;Zej(s*;~Z{0QP}ZGE;J;Mgc+)5Aw8EP8kNq;VqqYhgy<6Uj0=+8?G7dO-&OBU<;fl{FVM6-)>fUj8w zt5J-NPueZH>g)MY#m*OepL~TjtAT&M4YLUaD3~yZy$VfO0}*5>KnC9y*l4MP4hAw5 ztrQuGU!i6f8|Qz(Jn}lUna#nz!j%5V$X|o`xX!dHWQRV27P1=rj;t2bW$~+pTw@bI zek?ZvKPDL<64`^#UNTAck#RBsB6*5DP4<%UA_FqU$I>2EH_cM;u(LPx>wHmU-|3&GWIL{YNX(Q zxa>rWCyRuBf>}*(bcU2l~2ICg+(V4}G#U1l;@#I$zMt+vbndh(cT|8NDE)GVl zmj(K2`BoWDjYO>UgY<{AEWIavDE-F0&3(#!&3(>&!CeB8JIkHpzTqx#A9G*E_G6#@QDHLjCkzNR&Px>zCja=BtvA3lr~iNxL5O`B9%|&QfUxVJ5v*> zvD85ihqI=3plt&C{2kS)Zn9G9(qrCz0$I~KZtH&y%@ub`(vxBuuQn={n(F9?s2GOG zOpa(%huUpg8wKy)^pEtLGP@5GTP{bO`wYOoKk@AQF5-@~0G1qpfyX0m7|+TF-UT@G zgxa#(!5xuEd<)>z_w4q+`Z9Qa{nY8)#B;3YEr7K*JDtDZ?{wBaK>w=%XN`XWpr3qI z16%?N?~^+OM_fEfL_t(|0qxjba^uz&1Yl7=PkzX1vV!c#Pu{+V0YE~cEO{JPDz{In zzbU&!fgsO4U&B>BzFfCIPyP@fK!5-N0t5&USS0YgXpS)i2oNAZfB*pk1P%cO)Pu7i z2NMFbeg;7Te}UJf(+vBmz&|hl`sw@s|8HLY$1D6d-~V?%`=8wZSND8=|MPD<)z>RG zz`uL_JNA$7`0mxmCqCZ&^Vtvg?0==b{^9p?kNaPDFX#L3fBoI=e|)_UdjE>;#ka5b zd*0u;ec8G#1`R?t~@#mcR-RJLLfBofL`v=eax1ZPB7k%vY$L~D9 z=iK4``}I%myWFpztnXj^FmoSydw;ule*gZt?Vsa3$F;e-tW0z`*f!5 z+U>jUZ|=X}U*5iB`(^+Ae(n9e{lfOo`|tbfbMA5P?fp-mJFee9^UXb9zVCkj@f{DZ zkMn=|f3Eu(Ki&6n?#J&q&b;5Z{rmX(xaVPq$KBpPzklZ8o^L;M{&#Voan3m(h1<;S zTOQs&|64lGbGclpT2+p`)41&=l0$)XZ!r)J;$}@+qM0>kN39kI`6$4-?{&O zyLS7zy?*%2dF^?-cD~*}|Ga-@yY_tf@qT^3f41LuytlvJ-aD_o-0$0eeq6iVb6nfb z_454VX@C8)eRltM|NL?7>Ad#i>2<%h-@E;MJ?_6gy*>SY`+fi1cJF@A{@&~H`g;Gl zU;lXhwtdI#_wDn?_3h{8@pj$6WBd7h*=85VK(zJOs1Q8O;K-&>77Fv(OpM0<+K=%>uK~8TBE1ZQLxAY_vg; z$?V;oX(lt{{G@3qJ`_O^!KmPq;Qw2}Cn0L9?Tam?khm;cmfj@-EE=vY<j_ah##O=&8K%Z*oPHplXa__*d4W&(ZgEoW&u*U&koW{Q77Ebfcr@)1_2KEzk4 zo|i)XUoE#3#w9(5UYrbc$S`&M_4;;KotX&Yk~tR(8jK|`R<-d$$bVP0C!`Qxwse1w z;@rqh+mp%xpTD0Pof9u;;w>9fD%vK70x^G*=NAo>SWIm-WRcv9iqoP?gR{8=T%K&}3c)JK^23!2( z_sKt!YsvSLA0~g}-sC>v&U2q~pK;%S$X(zra$j;^aUXM^M{3l0?=)-fucNUF=4qEv z+@C^P*e!oNC}f2_!o$L3OHb$(hJ*=WFM4)2s}qeEUAqRyuy16meXM{NsdMaZth3hP zKU7AR1}A)`if=3a@`MDi#doz@RAWy6C$c(WVZymuTex zuzNB%!f#3b{TJJLrDb!U1~~jDJNH_)IS=5h1JL_u%Qk>#vuCEftoe7#=(`~7--^8?i10Jxz41OFv>3&msB%K!iXIAvH# zW=)e%1U_9iNklxOV;h)4lsI$9w0`+da2ypU$*hyMEX0 z&HeY=%jU)cWn_oO8}c;W~5smWTJx z|Ca9O`R@Jm-hKN1{patO$NR4D9do|Beq4LL-g`OU+rI0(_i}va{`>XX_2>5b;WOv8 z=k410djI_M{+aFC^X1#e_5Ip@-|^o5dVhQGy!LXtZ~u9}cD?7gww>$c`P;Z`}um@|Niv$^vCu0{d3#B`#t-6ugB~6+t2;_{q@`S9oOHt z&mY&fpPR?q`~Dr<&*#hb`ug)_gMZtWe%(TN+t8kW`}fn!KmN5p5jB6#$Gc`>ivkiL zvjGjP53}GIzyTF-dEfqIk6=0h0t5&UAV7dXlYsvNvtS@-0<-=co&y%}AF%IvxzO`d Qi2wiq07*qoM6N<$f~ASd_y7O^ diff --git a/man/figures/README-unnamed-chunk-6-1.png b/man/figures/README-unnamed-chunk-6-1.png index 8d8cb1bbc0982866deeed7bae55b427df3726e6d..21c2f5c320a7a683e847227f57a98e45a634ced2 100644 GIT binary patch literal 10639 zcmeHN`#aO^A0I+biR65)=p=_6o;l3vc~Cq#RFV>rDa5Sdv5h%>RSpeLDRLYsDyK)3 zIm{tUDukYp8Md6+TAK}<`A(1ZCw#B#dtLkCb6xj!-}gSR_j~vIe!pMu*Oqd|<C z%DVsnz#c~jyK?}5a1j6?G`UlZHxq@PFa`j2C_UzXJfKX=(1>fvWDZR!!jnnp%BsA;z~Oo>}iXv?ud|adBN^-1s;!G|LhA<=~t@ zlhXI7r_a==X`|TH{tU`sAy2lmwLX6T(G{sNt2+IMyAFN%wEw78-D={Qxx1x{IUu8) zpvD^FH42JeKrM`>Gz3sZ=NevI%(^ElB%fQQt6)e9Ps&KPJpR|Mq#^~eVvnt*tDSQUv)@B$)fIVHOXAsuD?IT)*3)T>_Xf~5f-aTn+ zvA+n!-0D(ks-0KGnD~np%#+GjsRv?bZvp8#B;DkGli7D}?IYzcGQ0BIBRlJV_5A)F zw4*Jh@p3M$JB$r+EBrn?z3^-9`)H&cXT2Hez>EpQm@Utv=IFPwbj3MOvmYeNbtWdq z6`%Z#IZNW!5dPRJqI5%f+A&V=eu?B|eX=*Cbguujgo4Q@jnndr>j~$IHtlNfhQ(K3 z5-UH8PILXD+pw^>cDAce0fj-`29_tpwd|?=MfB*S6G^yT&KE_b{g2v+O~{V~K2MYs zGnB2ARZ8_KzOJA$+h+0Iye_A=z2(gV?%TIMiEG%tI&J?XtN+NqROX~t$PZnkmEZOP z%UH+im!xcJ`ukUESKgJgI#&PgIHD2>NCTCxhlnNR>`qq5b7CDB@h3|ph7m!<~^loZ|`{0>3 z=*pfG(eg;e`hfYY;EF#EXokqC%ZI%IPMy7K`2C2)PVnz%M-s9s7uoU{{X$DMNwCID z8QZHx?}AVYyGEGd%yoA^KY#PVF|`X&XVaG7WYAi+{^$q5^DL|fz4+im*XeUXd)+{8 zGS6#1{U()ETN+se5oUAL{&^ny^4!88m>45`X~;ZuaZj%t{PbX^pK>)&J1ci#F8P__ zowrWufo@4(Af76sR3amTk!RQ>C39KtR6bjxt;L$Q#MUFF*8#Fr;}g0yLlyhqi4#Rl z>9@YT9BWs*=YZNh`H8i}Y+W}*#BO|=Cv=8a%<9I!G65B|PEaF0TiI-u0|L_Ggo-dI zcM-4MR9>zyy>`*@y0bGtn>XGG5K0OH?BI=rc#ksg*-9(I{2Ae*A`$*rXmV?DpU)Tp z0MJ@?wEOKmLTGs;_^+(nNU=%r$g9~#OJV!6+}lMQWIrKXWKU%p_dF@BbdGvkH&l1n z=J-`tOWp8dv16h$$bG=LHyXk_cJAG86Aus)*8K$yoi|gr-5URx^mS?j ztQ_24-LbPy+c*C8yXC7tKOpuD{&R1UyO2nod#IG=k5}=woUp-({M=c&OR=ajELw5< z#qse%3u^y@^0oxJw*epz$2$0S?2tG^<(m+1Q!XqPSWZws$w%^yj}rg6(^Kw*&E;w4 ziJwl0d;;+e*#GfGywDfz`Xp&Sl422&ZvY_Sf~dsD3k{ZNJ`&GWNr9`pZ$ogZ|AvGh zfd9R||D(HV6Hx9-|9jKJcQtypGdJ#{>Y~(#l*|&fnyI%>5W{b9Fm6SnK@-ctqG6iz z2sDkbXl&BIqCr8cM2V9bIW!opVi-)R(5wk9(zmkwD4juQ)@`X{rmnKQ4k!gYE@S&wG+qZwv;cM0V`wB( z=)zQuijSGO=AB#>tM3Wj2* zLy`TBh{zTDn&q~oi>AvC&4`b>~-#8_YlO9HABh`m({d z?he{FvIqY0d?Kwt?JilWZ%jUz$*`YYHKL8QIMPlyU@23g%QpA|{?+Vqa%P7N_}l7N(?1(EPxhzZWyAGC z%;R*`$3gm(i;ZS@6YIGCNi-IE*@xj`E@N~UjZe)<@>{H#ulaj^<$Pu|@kufM>-i;X zt3#!(s_Eiz-DG0bfN8`F&6x;Hx{pTw-p!RRaWYYVT=s6>W@K#t6vB6CaAeGay_y3{ z8_qEutBWM(<7k;UI(T+~R)fF?<}0dc#KC&-h#RcOBSe1-^Fe8uZcN%@05!wR8S1*6 zr_tmR(e=i$gBAewR8gsCbdjr>U1e6U&0lloIQaF>M=L4CRi@#QD2rO~RZhreK6Znk zMw?EX?J6T;kF_ueFA=QAI2ys%RRV~#j#yh)3@QwtC_U|WmW~E((gFrn5{eN^_shYa z^ePC1n4!P)XdlbF^;Zh=DpDty_*8>ZsKf?qQKE+M*f{#&YNuKTeoEH}JTzlZn^x$9 z5=&}p5bt_cCqcuVdDI5rg-GYL_NnBmnVB`W{?6z4jgIWlWDurVi-KFrQ5+ctF_oI5 zxaF`2>~Z;CD_Ib$KXq2JFNJ%o7i5M!S`|G^hp|kc>8GQZ-FIf_QH+QH#;?dY`Yb#& zTARB8D)$@M+!#;k4WNGOp&+npge$}0CnABC8=py#UJ%UGY64}YUkH>{aIu!nJc365 zNgoUj2Tu>G(MYdF4G0{9ZO1s+n$^%zOIpb+aK1Bj(R}%4h&52R3eyV8swPPHS6tr5 zGQo`27t|gJZKT~s%sf8?TV7Tn)oyZ_tMl!BtLx7FU9T;}{U~)MFjur!=|u@Xq15C}+C2(SfQ*W~NM}lBK1UOGX5~ z9;lbmLXiPuXn~w`W9k$m{od-w;m`Ovw^QUQXjLl2Hj~`pQK|AimgDasp+-#=v32t! zGD>JUuilf$*^o4)UeNa*pDXg^GwK;8#uEl`sJAR@W89WThWf~{U7XT&dnYz~K_;#9 zvGX4iX}#I~Y4H47Yhu*+oz<=(h3?cY5P900?styPb)8pFr$R3&d$1_Hi=iJvOe4d- zJDtjhT%nXnMReuO<|k9q2M`U&?CSMi_>H0AxDZN4Ke0~l0<^_6bZJ6bL_FGWC74bk z^mM>hmT<71`{OkM{S`9-=)2_J*=cc+*|h1k58@u(wHZ7kLvTl9p#wJb!Uz+~Kf6kz zujAk5Btv5uQ>Ki;3M|{h0}u82`w(|!?KC;7f$evij>B?SD2R#s9$+p*llF#-92olZ z@tVt}y>Q^fDWlSYe8`A8hCVD7z-o{mT%e6KkmnJl#=HFnSLiekW zw3uE|UP8w;!n~J2#+I*DbJc<+KcJ_Fl1LlW)oUp7Jr&YMy@gzKBm*y6{<_(L>4xuT*gnV0w5T9*bSZx#Ab7S7cm`F|_vqs_7V$xYpXW zg0PtW;?;qw!c~VMR!LJ|+VR{8kKyL4mr>j!CY_aZR_A&<@uK0h1L0MS3jxOEB2W|g z2-cf%@I=tv8C7(d&wK_If>E(_>%%|o4Y+oLzQIlOt|c*BY{C8BW1LVWNUVNy6VxML zF-MVwGt}pXtsRH0RH~4n)YxbOa&&zalbzj}I$GUDDAc6s_g3P(HEAt!i{#On0P7(X z%Sqi@Sv-%m{_au|$vRI}!9^pj-gs0mIJO!^Nm<0lLaja_q=0d=;Ngli*Xjmst2&gM zQ($a%#rQu8J_JiWE{bvsTLF(lEj|n3XUb4-*`(!$h`|U-3JsjN zeVh$X!?~$MVvLv|4sj+&3dI_H^qq}SWjCK+OWG9id>RDbx6QWi?^G;uOx>Hf&9Bec zw*e{#>p;J3b8N>Q5+AkflYiT$_0JCa#$O2fQn1}IBxvzi|NVoVeCB>$`h-on@v_S{ z&$rnpBx39+?Z@ZqFL+q)xsgY<+5P^Mc%j@UI}P}4f;$gO+qo%o+myfT+5pbyZYlDy zw0T$$OUE6zO>y9va`@Qq5_~K|&#ISDxVk76lk zMYfoepac6+ECr3{R*x;{x3`Mr|C7w%OBkJTy|43Ao!Ke7_gkFJ?gvYDd`aanPrh+e zdASwkTkLojPrecTBk~|$zRBdtH_!K6+VXpAU6d!^2pqbYn-oOq^`0{svC>lV-N s69Tv6Z3L$+2y(&Q7NoSTOwLuvfs4$%Ew~o3^#>?Ndl$Q^-+lk{Uku8Gq5uE@ literal 10661 zcmeHN`8(8I+#bs#ZI&#zG1!*f!>Zb zRseu;W~P&SfTGi0P*Fqe(SzM7{S_6tVjP19Z$ljWQirEGzO|vFnt35_E$?^Ej+F!+ z(j&2-1!{oyT1tF;IgvNPb^EBU5>z>tuJ!b-!&Bju!>ry_n^%2&)8`i6JH0$A!hld0dNNugd zbF}@~@xkSKCfA=*?O-F2Hg*eNW&G&?(HFpx#{A=+ENr>fv3<~swH<8|QoNtIr~Mtk zMYdFY{-2)5Imgn#r!)`$oxwqmq-~p0UA`i`EpmP&%hcfIYmEb4r#cNQ3(u>5Yff2% z*PR**MvtV}XV>b&_7a3p%a4vkio^syYRS;UbAhXlrV`|*2w63Sr$@}}o0~6gm%U|q}pAL93{XF0a>-)qk zp-p3j1E{|g#Oa_+_vu7f|8AoNIH@-6N{S1pjPBj;cU`p~XsctJo5E5&kTI2h(}0v6_y-gw#>(Krw}6LrvEK1eI7W4OO0qKDfCo*H}uo-(?!i?c0B2u>Ms zt~a3Qe|FvhdmrwGwqcl^_W?cEatgUtTmJO2f%B@Mau)#B0BscY7ja`xGCR$4gFBhI z%7@^j@k!8+?np!g0zydcaG%hQ07rl!%8>}0p#C_TelWGB9JzxW_~^nY!s-fM%k;3% zEwi@vHlK6$)6%z7w_nqVk1?v0%9L?$6v4d-_o;+cCCj{uoDHk09r$5>>2$t`dSV5M zrYCehjFhTsYc6--R%l~<>fBOAOwu{C;hG!RNP39rA6|*zM19a+^S0|La)k7j3$yh8 zh?#%7#E2PzC2!vq{<_!RIZ5)`QFH9bpSym3C_7AfKi#ONq29HCF2iJhQZo%u1*(89J3`gbUIano?c;?csnYfd*d>I`st$F6!uVb&3wgtKWx`{tUDMNny)9s{B z&YQfOH{OUA2A0TB9d1oz+QT@K;@i|ZsH^wud%S#=XtLf4{sGbBFf)?V;G@9!hQ zKS=*x)&E~trVLyOW+1sP6MyHx6=|k3Kc~m_OtoR$uPFBFDSFFABOJ^Pi@rrN#LZi7 z^B$v00@qXLkj&m>louwAMU^x0CI?bTH`ML3TVV}w_OCW4;581`bs1bs{Fs^Nwfe># zn6R)qJ;Dr_9U74X;^w{0CgBW)!4@tVTu0MfBtpxV9_T)glaCkfn1^%p9 zr@k7km?>?Sufrw|p_WVhu|M^k(HV>Z?46dSZv6GxGn$GpW9`Bw!x&{*MRWIrv+RkY z)(oAi36Q3>2L?#)_ZvXpHZs)bdw&5aK6td5+K-2NTKpxSco+mogoz<+f7=^)Frx5jaD&KQq?oOl7j_Y*K4DYLN z(m&KK*JvIu#?02yzAObdWG+H`I*UjXIUJlGm{Ul=){aSeU2kniPUQZi_m}8B4W2B; zH^LnjmzOhT>axQYqOhsmFnaGmALQ44A^P~Bxl}AD;k4HplK3m5k-C#2t2fk{?H;Rv}%($ zwa`eMYAsX{THSY7&buBB(9o8nJ251-X5!#HPkXxl$Fgh5yx7)iQtI# zV{+%HAU!JH7*t24rJYh=LU-ETsc(shxXQ@4A$2~?^PVgdLN<4TAn58tV02xxwbxu} z4)Aa8N8{d6g2B8+2uSzfzLDdmEemyb%FDTZC=zlI`?=x{p*2NM$4#2KPMIZfXB&2w zW>aKZwX};-+8p}ODmKH?tJF!9Y=rch$6OjcC4sc_k=EVHq=*ZN zYqj;5$kx(*=LYPujIu@~^3+4qi}slvC1;NB*~wjf?7Ch~?`sad#Kv{yc@utQv5Ho@ zo`!Q(fnKBIs2P_jOog?OcXvlAG?3eC9QDk;$q(Hv+dCD|1pBez%9&VX&DB95UDzk| z@^t0&p0VRP9-(1H-(;_zfH_r-4@)z{l@xU5W~5w-=@H%_W9qoR;c4+%GY&Q!`s*ze z&R{gmIrt~eeo7!+1SiE_9cp^=qA1oV!7(B^_V}oGTZR^LVoe6^t_(d4 zN@Dy085^A5xm=CJu~}V1J-E=|3QPy5 z1`7|9SFGpsr9jrc4q}wX-05UUWBH2Yz3*!#r0-;M4Q!^4#Tk@AXDVc)Gi&3C*eUrQ zGMpC1VMs}d;rgc2m@O;xv~nf-r(tB@7`us6y&|_p%?gE#;d5}|U|rwPj96h`7;P4E$ekf-Vje=ojfN>q;&^SUb zYZ5Ukv$K_+#hTO@@w&oDpxmkSL$8`CLB0foGvW~La!28&8cB?=oyciBdraRUZa(z_ zauV|j>G`P;RY8Y-;mzai!sy8w*|T00+nmrd0rg^}8aL8QPgI(;#I6+)>*ip@0rN!t z)6HQvqs^>YD3pRSMy@n^#S9J<7{+;<*84dsf)*0`ype(2HwCeux{y9g52izsbYLuo zI69})8`2)DlO?$>j{BT5Qe*@?0$OcYBMvA`Vc3H;8A?Sq=(Gz7qzR4ya`Bc1uy(~g zW^Gu5POoPl;;i-QdCx5WptmD5@3x{6EoYDSOA=fc9W*^os5{drA**wlI9G-` zqk?cwgEjL*l}4Moydl)>CPZ?yI(jJ_3JMEK>VYqfF>%}A%LB%E)K%D(*hPJK zPgQ7=y=Dl9bEV~)m*$+DE^D{fo$4r5ozW%iG(m*O!pi zIvvW$9LyR{V$<$z2qu>MQZQmrn8p6AJ_Zo;=ZYqYCs-DRMGsDk+Ga;Tr*efU!a8EvUOKkK@>RM2u<{USL zh{X;8A^lUkt+t5tFCJF(`xuQ)g|YuuvOwWe5tS`v63xRp;okUQGnD&Q9{_e2QY5yp zPVlfws@>0ShH^&5Gr8iWrRWxx5>LsTAJkUcR5H(aQs!d+e&H>Fm6a^OU$!uRw>M4` z|B(N_B>cO*kvsS)Z6ka0Gx_hT!!KYPwVGeIe{&2zUD;q}e3tgRSn|o~26N(b^54ah zFGV((6JLS-E|z@ZxuLQ7dV8Z-mi-^H8Olhm4E0lc{4WbHJ(4S$G{|a%b(#{MPI(%I=E36HWb7jo|vC^HbVJCg*NTvJfO^UNru;@ee86Q|C`sTY296AIn(GssI20 diff --git a/man/figures/README-unnamed-chunk-7-1.png b/man/figures/README-unnamed-chunk-7-1.png index 818a1b8f29ca27387f33eb33684ce923ca30ff48..d914a5a4b5489ae927afbdee49e2dee738d73aaf 100644 GIT binary patch literal 9112 zcmeHM`#;oKAD@|wSFc^G9OH(;=HJ7sk2GcN&_w)=n@9E>2cp))4I4L?N z)+aV0HaR{f$Y(DM=9-rm5_#4<#0b@r5@-E&fAEDJH&P#>^)~9=Il7~=kqUhH;G9tG z>pZk!^0a8W|L!mSu1+no%ES8taNDQKjXLQRqLt13Di*5I;Ro%FLvO8YP>l;&0h8ZW z@k-sCO5>^Z?AU3X@V=lTW4bv`fShc8e7v~O2yR?fYq!R6EG4@j$7Abv*R#oMG%Jq< zT5OGcbP(ZuSSPJ1oa6a2BWm#72RW&R;%%|o>Z0YTXMa7^$ti$;eh|`o8Gd!K&=Nfr zwoY_vlCmAs>2USMXbkgJ3W|^yf96lyu{Sx$kl=GUCHe)wb}e}8g4>_Ik0Se@<2|07 z_{XX8OCQMfNrGrO3EOe@h7kMe0i%?Jx-N*00JrYk$Q=#r^n3h0$y=&5b{>m=Za%^) zE-y4dYkoJ(E~~3D5O_sYvz9-mk$$Xcy1kyjz3wcu9ka_}xNv)dI|iOSzSDKD<8miu zXV~nln@0OBYIxa9cQS|#u9)RcOzkY|%}Do>F1Duc7vYmhyZ9e*lfvu8cFUzdl@w*I z?##*oD!uoJxMTAA;RE{1OwXB3_yYFd|8r%y!+0dNYLelnyT;|MrJpfxF*As)@Ot)b zGO;dH^GRTC-r*s;<|&>eu&aL!j)c46{3H{g={;M4w7I)2yG`5w_%egjHW*Eg@xa+f zSt~UijcSZcZ%0+0S+kbg?moM_v9zy)_OeL+^UqOPk{A7rTTW-At{FF&N%O0X-^9*5 zxe*a#h$h&&Akg2KT75N`#W>;UD=NI`2;Y!?+udJu$GpMtv|w@Iz=eG$++E(wT63L( zs>=6$*wxrVKB;ipaxfy8S#7)W`AzHI%^)(eP5L^jKH{UTOW^Y{)BDt8{gNmNPwFVz zDn0k(2=M2z8A@_@*sm=O2VZ@%o;)?9X@ZQCZijqG(>AHE0QhwsOCL?Q~^dhd_ZM(vX< zQ=(pr&I!%JI2p$2CX~33#pkOJthc_fdYy6dOXtzRXvf)2x>_-N0|zpTYj~hB$)Uo- zVr7iwUk|_tn*CAuEwCOj=PwTlIr1^7XtTx9M1NP>9>d(PJx}KrIUf6pA%6?XLnT$n%Qj2$w5*mW0{)l1Y5utB(C-C(8R;T&>ap#m-o%5FB zvZ=|OhbA|FKA3+tIC}^iwiYR1&lSv-JGQJc47c~W2kN%d&@-Pv`?35+Sg|=Vv)eks zgweB{jdT@WA8KHASQPHZ>5RM;e-hCb9j_2%Z$A!qrc`t7h)phT_vsu#>U$JM@dOr^ z2f)cBT*$Hr9f2}exW*p$J>%~W+oEi1!Qk2PFb!o3u6)dt&r(`JKqCk;c^TA(k1W0X zDvC7>gRK+!dhI!K1>Vv*3xM!>61IxC?7Fx{)h8~DFLDglKl3t%V z^0=qx#YOkHq${`!09(2qLxjN*8d~~RPxp`De>aa&wp2sr2` zydV>=YX0p)v9=A_uUXF;vJ-&uShnQqm%bm;=(nGSZyG>$Y{(Umd06I82<^$BgjbNP zhEV_mGEZy|f+JHmQ=Vw2 zkcdVRT0NfA2~vtCEWQx)h2w5uULsH{0o$44 zM3TUv0OZibGHN%=c|k7WgLUUgBszgp*WBk$YrtQ@6I!~?%jJVjym`sEt4w(HY8DD2`XO$g_?QZ!W&-4uyaOcOwvjOWI<=?%+fkat>6SYN&sYx3z=^wh6J)Z@!>ePH*!!o zChQh2@?J9;{8x;O=|n=?G*yuMKj!}M7ms3$G@v^t#gooUBL~tJ6AxU^an!w>~6Ra>c=X(p(F1% zs!-@hCGMmm{xVeIPLGDsZw>7=ekugnuVX|0sPXG2m2lAt8**%Bc!>&pzB3NMyjgMg zuu9m*FaXnwpxCQ$%gT;StTNn2QV9oqLnam@6CzcJiwVQP{WqONsf5V~F>pJbVX6wn zG8>7AvP11SNVt@U2s3_h35p>ej@)sdD1n3>;mAhYB;Hr57}No)XIQSuyPv?j}L~N{65*wS&mqWycx0Vgr`c#q@#EKLU5kq&H{GpX>t>kVD zw!3OTK<|Tr^M4ttf|MC3FA;J~%&)2VnBT0)MA2z%uu56Gmhu|GOLyfS6`3<>5P->O zc)nSs?BsPKV)q8kZ0LGoPU(tAD62@NY};N8+`=Hs6XKk%DqX3l#vV{9Gg(h2=I3;* zhb}NYlpK^gZ1rp}ttRCrP%mCYPatiQo}|sOwOwl>akP% z%2FHruMR9sS0?W|2rBOOu2j6E^<2d_rrk*j^+j}Uhn>4bXG~&4T z$~A{;yI|YEp03G7(T+Y2Yo%GL!3b(X17U^J1rtv^2Y1dS0P4*zevF|Q`YZZPS*K*C zz22!6J7zXMZv-N@+}^PCBlE^TT?)}h_u2nYtnOtOn(%E`jvJcbme^N(+#WsMvvcU^ zfP3}L5ZjlX`3iE=(dm?4cK&B2_0A*!NoY+r z725(a?HvV~2r;rZF8o}F^?cUjA3R2%?R_|Q17pt3$7gr@4E70+C>sx;D-hXvVHNA< zHf#rYGY*b*xl-Hhb-~FFg+rGkliV496v|rW-cN*+gpQcxL#z?62Z`VM?-Le*f4mp* z5ZN2~_;z`K3hmfz(P!s-F}7k|R=;z$a(Oi;vhv27nNlyywN}M;P7#gbfPQjh+B z=%y@k$;?!LFuQCJM(v_n&4!lQlr2UhdpCc7c>vXYfv~XI`NXCpS9fekCPtmO_Yh$< zpLA#bLDC)BE8YUPXOCPBG=F(o-7lCQbq=V~*e;Fy&?8C;x9wP$M@Xv99x+WkV>@;r z$SJ5aUuM0t?2Yr*5AN+K-97L{d~y8fp-;@*7}s~=;w7!4V+5FO7}cYwqiFuDf1er? z|2?mP`Qj6*hxr6^f|)XSjg=OAh?Evt)c#QfwS64-Th@mdtJ98I{gY#rnM_R&n$N03 z^F5BQQ=8-&kOl0BW;cQBPZ0=GTY6M)pu{&M9{IpAJoRM#y}Mt#MXbVYh5%A4zI_eG zI7<0OI^b8DG9WFr*+m99Z;-zZ9S=^yD_6KJ-(Xsgkt#^w~+Rv ze*9OzFF(3&yqj1BiVhltq=6S~gZ#GcEWozsURYeN%E>$CJ6U_a4<}CbF*-#=6J3!O zem!UMw{nZhMHs5YNT4mN) zo-_;8opbT*Ne@!1EZKwy2{@{;r*gNq^mvok2Hq2c5k=CFI|T!Fihw7`D*Q?qes}LF zF5L4~{`2n0&#ai$HiG3Se3~5xm>_n>Y80wmlEh$)3$)NQ1{yp3+81%-L)rl0nebIm zVsJ3vpe?TfV3(2sLv0DBeXO+4+gJjJYTz`Q0aS+Z-ZpMTv!?)H`#{hU|1a^d#fi@| zZG$!&g$@YQ5>LR#oxOQwJyuu)+_PTba4KNlz%vNrin z6a|364cD0Os0-p@Us}g$OS&p+IO5T^^SV~liE0YG?Hb$pufA`47>)V<=i6`;YYug#!P5I|O4s;XtFL&AJyuNGMqLhId9%H;1B{Gq-&Nc|oJJnY?qM31Lr*YF%#& z*$G8W8@zS(ulFb;i;<^O7vF>I*wciNdEoq0IAT5`?K#xf&>~a{nWsF9fEi`&Z9e%9 z3GwJ0WL`f^?Juj-&!&FSYWMm7Y;SU#LJlry5K|(*G_qn=%2q5g7O_f#My^^}^y`}9 zJ za;&C&aFwKrrpg0Fw=l#gr=Ltf0k$K<*Nsd?Gr;BZB@7l{Xv0WgoGTG%-?vJeB`@Uo zn6uIKNJZx2g|Ast>9x`rsvpO@%a<-J@lP)i)G}=jvNnNy5>a-DmAkqsYmjkM<{AZU zULvKcL%58OUB-*rWUF*sCHrNZFTEnU6TA4QvO_)!3O05VE}D$zatW{GB;lbh^?aj1 za!E3KmtQQNn*EJG%(zs;?2KM2Bt(16#oi{XR^>kYD^AasTXB4OBj>D=xZpx1-%gLg z5wM+@*k*bSpU|mJ=#vyk!Rd9}qX|IsVvWeatB%P#Ec%r|e zij}M-v0CEmqyWXo?4tprbQAtpLIYYpO?)Fve7ooqVX;R*4Y}tI7vZV z6cqEp$X!D-c#-Q(rx>%Y=s8S{m*g&3Y7p1Kmk~lp>TNEXn&K{eB$KeBQ1N@!e>QT+ zDkb<$T>tmWv!7yOOG@x>T$x$K1w3;Zce~mrk;5g^hZT5Ht3uY%%CgRh_C|_SZlLU^ zY@r-Ce9O;9(_-EFgvDi~X#dIApd6gkdioj^i@9hnU%|&zlCPxDe=cHxQZZJYXN=6V zvAm)oDrXsZ?EMu%37g4P6BSafhM*9nYpk49aUGBOf*UE!L3cZdbw1XzP!Or!RL467 za75C{`G{S*<`1SgBOoIgFdCBTdvD3jFw%wrdbn5X{K+ zak{&XwrHU!nB%(XK?v$T1%7kPQSn%(+f_21YZxM=Gd$`#} z2eo4ljk0U`XUInj?Fb6)MBUIqUDb9jTTO&~L}*9QGxGFP9h82!`q}+EZ_+Pj{od7w zDs9-;M`k?{>3LV1m*~?BeO9GUBDG1jK4;dSi1Y_Q3ZOqC=#L2hl_LUAeSltS;tZ)B zDB7`S8iUDe%~%LML#vf+KW_kC9JCo)jMQ{skLg5`iBH)QL1RT9L*FZUS8-WSQF2VhHT(I-)bT3`K$OdFtM@j-g~=SdpA2NIdG*YAbj{Ge}CB-x!K&|D(wfl4q9}=+q-Qb=xE51nt&7E{2PQw?QQ@7 diff --git a/man/figures/README-unnamed-chunk-9-1.png b/man/figures/README-unnamed-chunk-9-1.png index 68d979c8de30a70396982eb37beb5bbf46f56f1e..4bb0686383d22bc0af9103247cd04ff7b49bd46d 100644 GIT binary patch literal 29120 zcmeFZXE$AS!b4}n2RYlsf%x9^n zsA!d*K2fKlI+jXBMg8aWN#Kab=W!t_Dw=Cna&j-Aa*A?xHg*mgZ(f<2E1KJyJ6M^j zD?X;85(^2@GPJy*MK4q1Xu*D`OT$L!gHtYumV-7@TPUr(+IMtR#5P7r1bchdY-_12 zuB}V#Vafg zUyRe}-cc!!LtQei<1{ zD9XOP{KTMO_*7m!JQINoy5%$TUS$2=1mCA_(V2FQAHVbSB2h^{T$(C{A!}=rG~WZO z^%GWG9EdQDl(iY$yl_H?r~8vVLaqDLEpG?7IDXD+cKv+}->JQ<*r<0`o8Eo$O;dQZ zH8Vjf8F_Z;_%&;0oRTkpM8*Yufk{JH_H4KEc}CFzHf4qdg1>s|!IQFJ2fre{llf|& zL%>+Rs`-UoHB=X)7u@TENWQ;sJ#E>U6Wnq41M1GI=pMgp#w~ktoZ+|S*LN3AKA=a? zUkfr$d(C)#=DXCIM0tGYkNTfcq}EpBce~%Z%I}&5$h>7JW!?)dVCXkr&HrFvN(b_} zCwdITdF|$vp?BRz50tjT?H^Fzb`O$L*^0bTN@uoA`2EaA-bhLmy&!pC zQ#z}a4lR&hHKorR7j1MMUA35DCnp(JdgD=nD3*2m)hV5e3O+Gy@iRpmhEjTV{1+4o zVowmPceSsnhCC_Qc()Nyey@(pn|r^xuG72SyVJYN`-kDNaLJD3$@;(iZ`d4-o42gj znIYqz4DL*o7IQJsf@inbZLYF1IQ$g(tM=-_8rS*LrjONr`^O*_hzxLn6lsz6 z_qAl;(ZztWY?oBnG2$M};8)vH_4z*2G4Eq~{Svkdw4GO7mHQ%1n2SX2#w5(oe#&L~ z*!n!wQX>EhgIqtcJhlC-L zV(ag*rNcj1!k>Db`!le;xYa;-;O4VGFgMcVSTMuqhZL1eZWv#7Ld(b=Up|tf**!->88fX5fdMR*wC1q=l#09`S%C4 zB|8j>E;pg(mATpT7%8I_p7!=7LS2~;8-x&}=4gHKB0R0)?5*dIzX(2wkZqM7cgGkV zAOjq`I_u83j^CN7^sa>#x$cj@+TW596(A->nk6s2x^c;mismL2^=VnEW0x#H$>yg? zW%?f-@sqtNd%Qj5-~T6nw1=CTxktf1^8B&GmVPIrJb~8#oG4Z8m{4lS1n0HG^ZHTI za&J?fG=s)c_Bu-C!N0EhU+tJ*Ed5s}{`IH7!kHdFk)TAg!?RKWCmlIX@n^`DRB9N# zXxl%X2ijT6R-K~wlbJ*IIF{Qs;?Ys(di)$NlJE52eHD7Hqsc{_g|%XVCorJVHMEz1*ZB*=mn=q z@y zlQatvzU^sP;jOm#a&uDQx}48uNzEOQp=xI&cqPnLaTGKf%patv5@}v#7sQ(!CXA4W zeX(RSwK|EAH^%ccX)IQUMKA4r%TCzz0Iv&L^FueFV4{+96SL;y)3NjI3t#LwQuZQ5 z7F!{RbeFlZZ)~`zx+LCRlp7yPpyZ1&B)Cdw+f72JOGqcV@ayg%(mhFy&0}(o^)$39 z8BQ1|nnBW6jKvU4m38=i*7Wd<-0X0tI}|ye$puKY zjXtM}eGk)f&wU{2fAo*MaF{vIO9Dq;H5~s9I?VExaX_kU{H}EBFjam`rlOrK9;aSp zJ8UQP9LTt@{$w6y+(uQulTN>vskSa2wqxd8Nf$}gG4@7EAMCA1^A#9W^^F*Tma1l0 z*AFg2iWcJKj&isS6OGZp$&Cf$gKC6sN&4gIs+p8B-okI`ChKj{I!4z>Aj`TI>f?vq z^!tADk?g^-f%hV1ZmTBi2M1`oeeIPR;!+LF%&aL?e41(4G9zTMOLF=AB&>4uwViv1 z{@c+H85tQa`KxV1FDo{VU#O<;SVv=IeG+Y1Nk~ zI#@uYLC>DCtQoCvty?g(a%J25a|+fL!6D*H^3tz%`sz(uhhJR47 zGDE=SYkN}3`2S;kb7`g}aeQyOCuz(XW4MK`tQY>hLw)$PZWh0~tee4=D&XFxyeR6s zE{e}iv@K%Gz_Q*8%ihbL_|gvkvLc_&e3!k|mhGP3K14jP zi0`oX*5Xjw?#2h{t=}1?DdzEp&VyQ8po4Xgi0hI8u?$2kTM_Y=Z=yVF9anKP?d+|9 z8z!P7Z{&8~_Ii%3rwqQ0duXBR=1EEmU_FaHagIULYp+9@w6&K5+PA9N9`nTe9&G#K z>xoPGmT?rbc)AHV zzlK^;JFBzO9$T*MPEET4UX}aBq*{V z+$k8x_LOG9^0vxMC7<@Jl6)nPp?Ood*m3XXzL?#bt}qY&&Kl+RH02EUwKJsEr7!Si zCxL2iR!FdE46dH1&`Abe&VYQB?)^FIS~-I^GUpPwWI;x|dVMm%8oeOh*^*mT&|4&p z=Nh~WeR1ZNK^||BTz$0LnliSS9f}OXW_3^aL}_d}6izWtBIz5N9{X7FP4|sV&KZdJ z8#q^IPwQZ&?bl9;w}H^%B+JuP4l4S>Io=B6SAtz^PC*dXBkgQ*+WP&qH*#X~liRr1 z>b5GZL$E?&Rl?od@y12ralEK?lpB48LH>S4Mpy^7L}4h?D!Op|X&x8)2Ij1%{c>wj zefGj%am94sVXjd*@eX2tq^zN+;i+Akh8^sUKmnh+Uy2j7`Bl(!Dx{!5nEbZ6UM{`o zo%%NrL0ivZqVyB?fUVJ|55Rr%S6BzU2-P6H%>ze@IJ1eP337339AT?@d&G;nEvI|@ z3QZZ`I~j{YBtN!2X4o2Z!x|%L%2@9_L~?%$fhgQ^L#4zg`RG)#xN|(@{M& z-|R7I>;r_nC&V@O5wx@>lNIb3VyM*Dnmv-R9Xz?K^!wp5B_HcQw-IK6R5F#sbLZUsY zdG`88%jeKdX(##3J*7nJ7g_vWA*BP}-pG}1t%MFyOcPSd;BRD8o&A(RphJM0w7tW- zaxE2PA&L3K4PI4e6?-9VM+I2zYRkYZlDE}Rr!LzpqM`WP(NVRXvDz zK+lI)*mdQ?=1z=V9b8aqNVMM6o#{+6a^PpVu)rq|z`vv%<8naZBZK|0(R)HUXf zPBCdO%Grt#Ln&2xR$=z_?FE9C3zZ@#rnt;iwAYnoCXB0}_Hi1mb~6kv^j_7k5L|dB zK0&&BUNe6yC5*7Hf_$G;66%4^`yrgiKFI1AD=Z;UJ~(nKbP3sn$g{G@;6E1tIe|ic z<5YO0Nl%|_@^(mcX8oj3OtI*f5cHCTEhvdf8v*lCV{-DyJuH=xTy0_1BQ{rMkN*1 z;pmVpqcJK!xe+S4R2;zO^UZG4wqbv3*c1H^KrGvTKRV&f;xRh6Ugne2@Xg zR`2ami+UqaVeQ(p|Bf5v$z}&WQHzVwe>}M}E!r?tfwkrxwt#!vEFdZ?fLZJJg3-1_ zqA*lDb-ixcyL)TI5j<>D*7?)R$!Valf#l&i5y-XpfzhZqJpA&oRZenWHR$r@Ccbif zOv+^!o~M6cUv~WPnNax)dmQuF8nPIk%Yoa5NpHpBYnJP`rXs;u6r=Ht6bGNl>*K{m zzWWRQiz=d{W{gH|uZoSGdgXt(thI3syU!$BxQ@B!B$Gj68m#EO|Kk)}xohnt%e2aT zR;-aV8}WC`x5tNX1(*bx$X6r`b^D-wR)dXy$LQNyInHz;aUHQ-_tvL7%QRHQQNWWG zBev_*o5&a=t+jNGs~pTN@3DDrs3i)Tew1GMe!Q(49K&yD-7USH1S{(lNwasBK6RK) z{JwvbfB6$E8_TE9FlMwp-5-Xj-$GW5x(svN^~57%r8fsO(yI2l5B9*48$ELU2@QA| z&#lECuWEbX0X&8Jtj+5*VEMoOIaV_f#A{PI>Qbi6UzPcv+_KMg|L@5G&~Vj4VGZ`@ zhjWcfptbO@-xqyW-klAc3W|ul`tr z$}(8ht_Ckc+?xRz8%^Ih3`^OU$8VC)zU_sz${9K(vqCMoSlqZ6+pw3#;`Yb?D*dw0 zb`3rOT6o5;L5HC_Qowso`EQ53BAd6d{-HL)&Ae- z|KeQTlCabWB8ro{Rzr;aymx)2KL@A{)k-b@2~&)@iRi4*!)~CTu@_~6&8<9 zmqyfdqzVris)yxNH5cBoGSjf_B%)UL^2Ie3yzkZUXvK{4Th$nbq}W$xC=8Ytd_zLo zKo|3>%5iQIc04)-axU<^fofm*jHI@PN*7c(Tw##WurXD5cffHbeI%oBa74$sP|S+I zF)ks38?4n7tgLQXFjZi6rS;20D9MU1nI5B-Eu=7h|A{Fi ze>sgeZw8Fje0SH`-Zm<0X(9iEZ(*N7eHCXR?(bRnouv?VU!^F?riH-B>zN4aJm*ae z_a9yRJZMlxNy0tXXj|TQ?6_1B!kox%Anu1>UG{p1;d#54}TP+pI>&|*&19!O#QNn^})6-LD z>FIvei^D}%97F2gXI7&#cb&$yx3wPT?rv;`h>ra}b%A2!(|(ctx;#$h+7fe^*{EpH z;=ts*Fv5{`^YD|!uK*YrEiMwMIa*aM+yFAC^HRi%ONYbmck!8m!OB0PHbRR>>p0n$ z4^FSpI6cU{LPrtaH-X0fmbw%=SloHwvXPIX<0w+aadHNK(s=Cf3Vz?sE~Qc@pU-Q0 ze*{QOPl3tcCNl%YJ#fAQ)`ey-I5;U<$^z#<-djwOm+xN#$b{?NUBN?op`tknh<+@e zKAt$dcPjrjK%tblrWttVXhC%U3vhl}p?m*KEWk;hpY#uJJ6)ZI`c*pjN;%#fg?^Ac zBkcuIc0nW}BlxT*rFNY%UdNO4Z*F&FDs2@i>}IGiFVI(&7O+5n!T5shuY%W8)urt< zljt+_YaA3Bey#0%Whjy!GD(_^bk+>!>cFT=Cn&0*+c1V-*9pJpGps`LTyXpoKxi!e zG`ioZ8D?D+vU{Ovz`}g|ZG%aNIy`n?^Q*3P3UtpRzF~To8=e{%iV({l$@0_7*Y>23 zzBB51zqt_6#_FIHsa&(|vJqG-NE-b)QY5m&Q!agLL?Znv~Y-6CkvOZA~`|+d!+lKP)#br5|5r zPs$N{)kglfjB$SvL=Y`i&}=Xffu2y<#GYH#G&N9$jD9y%E9E$F3STqXvsep*t}%Xo zmXsR^#d-7vKleeZHC%seGO8;aVtppzTg=|PBV(2rHg)TgBIa~gDABrrAP=>m9-5b1y-!Bi!CsZed?v=+(b1;-5C*;uvGAYWQAr+wx%bu6e0LA2?&ud<5V^j(u4{iO;}A#9StHmGRL>t zQB@pC6A7FEehAsG9pT39tn&t+0cgu&rR@y`M4n^h^$bxzA=B;D)?iV7flPU`)hfepWO1Y?Z->07=8D zBUYdiz!kwb3}?#3gUA0s7WL@@Uz+AoKhhkW^tBTX0tuzr`K%}6-_xm*Iq3HVnVpyV zwQeQuk?yl;0obx`87Risw~ocB=aGMN!~Sr?&}s{t-8n}7a`sTMpQ^w#{L;AJZGp|? z?#IJhyTnb$v<*U4Sr6VN?zDhxJr_#?3>`a#w`v-QHCs!r4a2N%f2h}U;_bX9uj7Mw z3yWjxH?k_$yCjFrV+|SBya@g9iuG>LxX}RtGYoKqmAxLa+iSLazkcoE>)-9syp8%xWEL4Jvj})yPImzN+rs8M;sVUZsiS~I(wNHz zy#lWPOp&V=xcu!KPAm_1v>$x&hBd?*d3Nu3mOP zZxuY{0^`5ZmiB+7Ee%zief)f2#zZDl;fuxG5-FcN6cj9CHNh&8m(?0QA6TWY7U}F@ ztTSILQ$etVWaJrE1&eKBqic#8pFbR=+s@y&`sI2vTZWeyr1nFZ0oPZ%nDZ=JZrxxK z6zsP9T&JLwMX0xgIPU%T1%Kyg9MU1*VK!z!$}-*5Tg4I6bRT7S3vSu#@o5HB9bm)! zkkhebK`U0D0Rpsd$=KIu}dh);Bw^e`{O zjJgYbcYQuFa+M-Yx*QBkc@(96#4YrNTd4Xz8X%F{d#19hs7@rlsk9m_c!qf}@0;x+ ztEqJ+AM8HeI}a&*S|)7M(o~iD9uDI(rBSHd;33R;GCDYU+0Z_7Fhs{4@wIstUS92A z$Bzm%&HwgjO=YKhitTv2G4`L76>_%$n>$W>tHib-K>gQDK&ieB8n}$g<)ZZEhzdKq`$-ZDLhy6YD1`+T5r2 zDRPj|V<3%Q{za)MU-D<%6iC;3p>Q;9Q=dM6`#W9FBePc zPU^*1=qc#u63~nPeH~-ER_<4K^NV?ZVtLme1y4P??H!g zg^5v9NkMYU+!OuJv3j;)NJ z85@*QR}%AowIPCg`i^4btG#GcESh& zUNyW8g5r?#%sj3hufAzJ&vNGNPOYvPwDZB8CO;&pX-sN$Meju`6Z>inJV$aIX1AXZ zvTz^f6rz1^^poCk*6nytGu~%&&e*w!3Kt2*i&ZQ5l%m|ZhP2*8C*2_(lTK#aZun|W zxNAE~nGM-yTt9k0S^J)h)r1tm1&cLM(<$W`f81|{65%B{PrxV9{77T9{%{rM-H-b? z!aa>zD_i`S-L7S+D-6M;2npe{GR*L~O+Ze{Lx)dE+psInofVA;yF(F_|HIq?C^0HY zUWeCv*-Ga4UE1$khXYEspN4b5PiAkW(S?Yw4AYx*tzTy$uEjP;Wq*{X7@U7O?x&sH z00j9m07vX^BFO4T8yDQBKO5B$@0%Jy$?2~+UJxo%wZmTKB)gP$iVXkKE;O(LkygWC z{VJlglYp0C@h=Aha5}Q_)eD6c02q9HNk$#=YPzCZhWMK--`k935_W;95-Pd$Edz!e z)OG=y4}HG&5Lkg8pSe3myJA$=YsZYXVZfh<1JE3 z*u$jyy2NL005H(9NNeZzj%>ngZS;eOOU*le68I`dOzgZD^zmffWV?1odJB*xy8T;D zfp#8A;-WMbKVG*zT{1@6svHJH2K>)+0_6|8#MmvpMx6nG3#(fVu`53yEgu-M>8i6+ zWG69lKP<(^`m&Vq=ZtsWb|wgS6xMA)$b81~<~y|u#?Wn5xI5sr1mwVryzx-{ zuZP{`rlI1^+6ag_e5Z-aW_#4Na(8`(tYchZ?mK=_sz+54FQi{$^1<-Uj}vJno4?B} zx-YN=!&+Fun zRVkU|WhBPvuYq7~i8qSZDBPrGoUvgCl{rJ{=j?Nm{hav3t8g(}fZg=F!1Mo3|mMp&z;O$9I}Vnq{!ORH_4KT8G6q6*;*wAGvx+| zX0XW+Q6oAG;~-Z@c7R(vZoH?POQO4>B^o_Zxr4}r=?x5^OAB@`#O;~$PPg}WCLq@b zk}ZQ*A9Ubx)lvOX`au4@UdY}cWyFi(ak%Tk;P{#auTwvIeiO+g8Z2H{Xd@KH<2%R| zGX3cKP~aop&T~ekfo0RoEuoY7yK3EO=SvyyNJWa_>YWk#S(sdpOg?D4NM-DdguukN z^iSgvsZc0Nr`VPY(I&bhUpL}(-I7(PH|^^2_J*uT2YxF)aLPn9a#I-GCk^y6I%5xS z8R;pWv(cCBez_SUP0HhC3$8(SK!qViC9Sx!pE*~z>1|$R>2^#cOb|=0wR}3WdZof* zF?n^oI`SD<;pU_Xoi4qpH&8W;U4s&>nu*pW>;zUj{;p3?lc$2nE;OYjkfgMrT?7>Z z&5@$uOXh?{ZcLRx{6)#j&G8AYrC3`yzDC4u3ctxdw3#iIS{4ZJ00N zL^tTQ=H||iivd@!KJLo>x_Wo!8L2(X+sdd=dPzfk!}Ioj-`Y>7jCN3{)xo1kqdl4R zb8%tSYF;rDPp`MQ+%RMZ4NcTWF5dl#T$MuL>?KM)Yh4T@yCrcGSz*{IfpOb7RbB?T zkUgunBn(!V%R3Zdmo`^E;aES53G@xsui4lWu$CxQVjnMVFo2r}#U41v>Mf?|RQ)`Hrr`v`9rm05}7$c;Y(6ILZVL zB@30)P^^(=6#)cdyLu#cQyq&`063$s=L*wN#HO%bh zyiLwLO8#!-ZYw;Op=q) zXLkX(e29W8w@_6Bx_#95RX#K?&p}EnV+SW3?A)r)jI)Q08beECCwW3^A)|(KUyQ^( zbdnzVJk{8la=~rIqs@4|9ASlRT9C-FY4Z@YP>irdQPJRxd#%*LP53HQ;?@hhq!FV~ zje+o@tLwEf2Kt6jednbF?NTj_S@+~;!j~N=UvNDRc{^aj>in&rVbu*2mQLY9h{mAW7BW z9`yWEdy~%wkr=IQFt+gNjMZn+1h01c0&ShOKo?BAKtHYiu!eZb9xl>o$1ogS`iOYm ze}ZH!K9y+Or7mSiBp9t#?^$g3$PDia4eA(0D%2{Uj{*&*%y&%k_?+fC$m|skhOk*f zu{sRPHL04?dF+H)A3kW4UQu-YW~SJWGGcX5#-a=Yb9E+Y`HJ8d5nSHDQu~DS*L^+t zNJpg-EyY>|9$QgWtWNbQxg96N#^)u_hC7l$Gq-WM%gXkK8S7#$nOY+bwbcss94d-F zeb#*bLdwF=GQ^l`%tI>HWvgv7g04?yF&W}hlgvYOothBQ2R@^D`(HFHr?_E7;a-&Z z&*T6^ot)3{V(&wA=n(=KJ3BD)$RIs04jj4FK>b_hFn}!+fP#|#rnVz{^#7x3^Ad5r z2Tt0^sc>7JxYg2n#5Ghj&C29|cKednT>!f#RFv(=38nJC#dUwl_sm?lB5R37ihDEJ zE`nALyZrG#h25Cz=iOoTT6v@oC^jmIBApi`W^WFAt#{(dPL7=~ak#>)?TX|dzvDIl zF;&(qRd-a3I4IZ5WhdHnC5dl+6s`S1ngo#=0knwMW#3ZPhWG|R!F1*lB!qVzzD_m*A_ ziLfAdeE#i4-<`&^a3>;}rNTg@Z-#&m^eSr8c8@~5{k@V zWOwJoIYw+on2a^qNWuqlrQ}YT9y`o7H;a9)Fm2Pl7$3_w-nS;^HxTlR`vGu3Ej1jF z%Avkkchps#-{fKovfo6mt2hU3APg4S1hBXii`LDlY;9FGNK0Ma`~a*-(bL^7m7;GJJ@gSBA4ha`6;cvKw^Z1rXxo<1%+#w9ZLl#jx%5WE3Qin}bdM2z*_jjga5DqY#=ACF*TVbQuvu{`zPjQjp={Oz_hVMcOa7r?1~K!3vSxj|U8gLT{DNHojcjOquXFsp-4CMZ=t4linjONfV(9f|R*x59<_VXB zTcd;;Jg|wa$c3DxVS1|r+B2v)(DSZzg$zlCgb`yXuBH0}qVQ{8`>JNhL@cJdJI)*1 znatM59j3oPf<%rAuW8(HN2;6YorJE7k;;0w119cPLd!W5g_s>x3L{ix5@LlR{krJc z+Inqx>;m)DLmw4V#6pNhEq%1HX~!DUWNBy(SRNyxjyhLKn_{@6-4=tO8+|dt?p?PP zwb;i=;`!Lp>}VA7n)_aXR{OPXa)RzEo28p*)n>a|nHddts4(dT_@RJh;p?uBkiCk1 zdA4Aanlw_(8J>z544-IXs^TolUxJq#dGhHn*a_`MP3juzC)Q~D1eqeGqbGSPy`D92 zK69>8v`elMTq=r@v+oxOi11bRA`GOAS@uID&6GUv&S-`@Ez7fEGKCE@G>uuoH{NM) z-U%tx8z8*U@2__nKapjv&C;v54b@}s@`mb2^Qf)}8G`YAx(m*2It>NY=}nr@pzFpD z-3{GCC$LkF`IZj+dD4QPG2ETfISyYhgtX)TUe#}SpPrrJRv7N{LJGrOv6uC~nw#T# z=w1{7eS0XtB{wRXO6n%2VhVT4aK5OmK|ty{m1hwM+ur5fWNC}C=-VQ z&`RWOJmqr!w(Rk{S185k5I~xO(LAK|Bc8l`!u9#xnLT*$_UT|mLF5y>8@hA^{V)dN znOu<}5((xp`U^j$nvm-Zm7Fh&k_3epbx+00hogn8N0E8F!S-3<(wHe?q_K1%Fv=Q) z1n@<ktacYHw_NvZeNrhKZ@keErL^=Nk0)|VDF5|aSiGiP}@*DuB;-Fac% zQS4UfkG2dVyCXO+_IK*#dN|^s>SpFJsn`au`~;~$A?B+^209GKTN~inERGBby2eUL zD9Pv9)o90g=csZXS0lTuLZ+fW*{xlMyOX)@H?-`8jeKD}O%i8SweY(3kZLMJwLB=* zIaK!~PEuJWP(Ec?xQ|N(2H&5c-=w#9iuu+ehEQ$rZmx#d^I2;uHzeg1xyd_0i|~rf zAvm$1WOPJPq0f(s)-=Pb3FR?`ZA=NRH+P$$)6Q9pzJ1&Q3aCz3wasgC8ey^X_fTJ< zeIvqxE^GSUh4=EI?Z_D@%V-ggtzL#>NZup+mRxDnLJp75^&RUUUgu%8T<>JYV&@1* z&9HeVt#YNry(~T)a}&>y@~V?cABiya+{d2JszV&dsFz6~SebP4s9Iet<;j_7W&Nq; zD22o;*dh@X*t?%q_PDi1o=7-Qg#7<-tt=qP-hb0~WJtZ@>go3@G^kpWH+N`ZasAzR z5hRrs2TX{yhTfZllWXn(*DPY8MJ%xlmye?T`v6_8Q0h1VUAfo~uv0K(5b&cdgBkb| zUi`{Zj>Q5{AjS{RN%3e`m6*%4x4L|ILBL#<_TLb=wHw);Us&B4b;zNE4?ko9N5U$GngQR#ND@$*-i^OKan1%?ZspSR z=+w}3qMa>J=nw|0+eB}*vWNX9Ph6>bwQlx3bT5 zodC4~?zkLNx8!U}D5FRL#Y>l;f@KvI74d-PbEXpqXgiB!t!BI7VE^wNjznCxBg-}J zayu23b)EGq9|V4beb(rRe@=lcbCMi_M&C5j0`A-XuM5%}Jv~uIzWbYL)SGxCuT|7E z_|g8sza%2habn6SPE5ZXi3AmWP_>exOZi;FKO2W zn8QP_y`xmqoWo>2j?II`$l?YTC<3-B^1|`rN0)sn_eaO~lVR0!*`vM@!et!-4I_Yp zvK=p)=d)DN4cLNPfncwn|6(befUlK~f&GWNjVu8qz)?f|HH)PwqxE|@fr}o-Zf(j& zePu=>zmmis3jMGJD0N|R26W(VX>w6&MOG51yXl1g4&8Q4$9R5BSA&tW>r$ z@*7whlh$G*ceRQ@cqQ%HJmE^y|H<0Bxz^!QfxJb)w?&J-ioX(ZgndtjD=AW!7ugO0@E|hd2{$Op4q) zp*Ezw-MJL?mDfR;s?Zkic9k~i}#g1`|Htcgr0!M8uP{?1fWwA(}kfjgxQ|rF{geNv^DZ) z?8jOqFTslk5Bfm+{h%Roy%4Wv$wXJ1 z)V|eEdsY(ZThCcDk7&-f&ZJFX%K4)?7s-%Op4V8oq|3#jtDs7pWItqI;+p~? z^Q&QikA09wd#%Bov!-K(#QxSbVZ=8E;k+#48-u_&u0~$`Ci0;oSFxlYvNkvYR*nWjcv+A&-gW^RAGi$ z>)k}Cnr9FOtg$DuGPrS06#gELLIz^pz#ma=#+)kKk92)}}^bG}HhY5>CT#5zaf_(T#BDet=^NYg;({9$oAtToMFr*e!;*Og8vH3H= zOUIekcIFUw1bzhy!AZDu-<<$o?woToq?iMM%==AaUuA?iyhwO>D5?M+H;BfAxrbAE zyMcY9(wA82sZOv^qhuZiqC190wdgzFCbOQj4DU@S;r+$cd-|qv| z!tycy7we%O_FaN(sIgQtMIGVSM}I(vx^G~~(mMI<{ zD!u@)lwkn>$*jYv)BhE@w&%P~y!7FX`a1)LRaOL zeoR{MBc8+ie93hB^Z7!>HosQKVr^tYcP-z(jB4jJ6vz&t_BtL-`bGRsF}L{oms!=K@;5X?CS z7SFPSg!S?D*$(HAZ2Z8NP&>PG!p3m)BSY)mkbBFk(ud22#X9LOE zYN%yOClG(GuC~A>1gCEwZA|Dk7<{3w^zf!pRlTNSn>3;$W&#!MX7~_ss%-vKLUmYT z7DhK;zzw}`QdmA(Z~xZfhY-ruv#v0g@8a2%J!_dl6=<)TGa7G>SW5Pw6@0=pRb(#( zHAh&-!qGzQOBwvS-UwFHdoU}NzY3$%isH6G*FqqX8cX2^1;d$$`tQ8hf~Cp)wf?~A zXt7?VeZ{P{3>}9%MuJ8$Tbj=}4>ZBTKBsl{udCQkjcCcMbk|4NiCb(a6YoxZepVz{ z!Y!1>3FbLqh28B@SRgqgPARXsT@fCvo7z>RYr?Wdj2>@Bn)OSC8p`JwDJsibZrtz7 z=SQ?HC5)iI5_3lIh1{%d4EnXtq0EM&e2f-K}Zjo&&h*mcj)?hWu?e=2|WFkpbH zt|*cx71QAx2I^oe-%^2P6H}j44i_Lsh0^{|z<=r)ARbj-a8gvH$^wj@@Z!x;7~kxn z0fLH?JM#Epn91I}%v470P1>Eo1N9lI6T;GZRSvkg!pd=<8fgGvOs&gz$a0R6+usu^ z*A52>P_p;%n5jsrax6a**gRy9s00ilV%W9G2xa~fz}ROrw4Yvby08G?T1k1jZ zX21XXcwXH-z0xNBhCPQGpp|*4YK|#r=f}l=&DvpjpkOGSOdLOa0K4c!2vo;)1OOG6 zK`osRzx&1j%GyE}d3UCGttrJ*+W2VGWBD*yMm~rc8=zT`H`J7QZwl zOqRru(Pbz{X7lSt)CReJ2-r~da}PnB43*>;iX_oH59VoY{Wc8?37kuE>^h^eFiygc zV~r0sjZcxm4weJ=@mLuJSjXyd%bnKShnT4gI$f|e{uVCom~9C7O|L|OejB{yewagsZTI;^P2qsN| zADeoj^(;={EkHy)B1*vLmA-A2dGR`$76 zM6OrPKlel8@V@-Md&s^-0>u~7Hym1TZT)$75xYABw<=~gfAf2 zwg8!{5s)8Kd;C~ke!rRqKdTemti&lQC_I*%SIJ`|Z*JPv=u5P%wt8$vwgZXZPsv=G z*d1Ou1=MD}-@AP1EC5rGCr#;6WLsB4%;tz=_lN1?QQMqLq%8J>Upb)7du)IL6(WMo zwPD__^4;o(7po51_uJJ!1Sdzon0sY=Lm#5N6(Pcq!b(*+kx)LmS+HccFLYM(dKRsH zIeKB4_p2(LyTPFb;h72fc_*&AdESQrP1oM!_7Q(wsLo{!M;F4B3bY8{p5inWiY>~zs z6#^S;rC8w@JCv5soQ}UW_t(s8mx>IG^D?GV(B{gk6VGZ3=a7uQ^4P8CWo%Vf)3ddW zi~q@LD;p_KW#acDtPjAH1 ztURqkkWTN-Qj0%AbDK3Ma?C2ZdeJs zOx_8Z?}Kcd`Rbt0wW;k4>kV-BuTtFp)Xnq|VYPv@B4s3cddL)dm@~N!{l)Lr`op0c zG@8zxae{I=RwDrK_Pg&+0lN$;G{DkGo3k^3d}_Lr?b-df?S6Ep#n@<#%>y;^(c4TV7me2lp#@QU0~UFXeWZ89;O zW$U7tPUy(Cmzv2e#f_tb0Q`XbZM=3gExb$zT5>%*FHMmRAY_)|^%A2PYR`dv;xdN?KK zYK@&m@_j2secn)@E^Uev*zR*CApv$zg@JKlm4H)U)0R>jaZnu!QoEWs*YKh|W`aY` z)mLro;j_i_C#@#lqIsQBi&hBk4u~+ws#MT%nmQ9PorlQs2+mwno{W2*zZ%5dbvq|v zVxt3xat?b;C%^i(l~o8SQJzh_gV_Ox>E!2Y#-Sa|#VeQIM(_nqX-q}Ah6CPxZ^*FW z(+cXlUvQB<-hkIul|VG-W(y?9JEJQ5zxk^OL~e+>N@d{w1{53tMI7xhB_0M(wV@^Up@; zIg{V}W!=xJtwOREF+apaL1`Coez)E&bM@le^t#h9YEGR2ObXc}OFy=cRlN z>FbE`{lYPv=JP27eL0$QO{m>FN*Z{a>}stAqUB4Hx|H5CapfFHXG`Bn&%ONi_A%{z z1TkhBScofIiB#nr-&pJXW$gfb~N<$S06Hw2=uzqqKDDY+a zhW|$u@?ZD|a{hR@{|x}`r2!jXjPE9jQN(=Q?PGv)k`oR(*zM-!7$I+H9xU=1+?z{d zZU)MS?sOt5$E=lO?wwixH|pFK969(Kz*a#PfVP%_TAJwuR50T(S)Bs*4!=V{knO;x z?YN)=pejXv{TrQl?MJdeLiVPnD&GA4`GN>k3nkk8hlzBZ=JE0Q&OiU+negZgG1rF8(I^j=a;9}KyU;}oEc}EPn5(lpcBB*gR%QG69k?p?D#2@DbYJ0lG zCeH)qHu5_M0NY(Q=?1EVmsvcH6*M zvS>x-N4KA1+zXWr`>WhFHqJW$X(#D2xk-G|n&FKL^Nj)P30`O`WQ@;BwIl{}zx+Hj~RuWi! z_v}44dKFK7_)ZbNJ@@@rXa?ZVjev@yfBBrO?o;6_qKKE_Fzsdq=A8pz8xcQ zhiYH(k41Q(oJi((fnFJT6Wr;UeIKtG$?+0Q18LI*VC&&ETnEg_sT^L=B4W{%WHt=Y z+S_Gd(>br_V7}4SMe>l}GVAf(@4L-`l5@bLd$>vK?7h^V z*xJJCdCzk1+!GLSsQa-!Daw(&Vcq>+3zOzc$({o!S{7c5R348oY~_0d}hZ3g2iB96mqFYFKhEDg*SgEP;Ew`m1A2gkc;| ziLUvEES{dKDngSy8@4^C!I~F=8}6ZR*sfbPL|i;ZF&3v!1Fqg+BXOP-<54qOXyyad zJIQ72tcLkY31!yLj!SI67V0PsLc@ay{hc14gSb@0aBCCQifMuAZja0^CO}vq{oWDKy_}Z(L9M&bp;e_x`mT@K806P@ z9NKGIIh6ZmoALa2hW*@r+><%JHJ8vN)Z7dEvP3uZP6TdNa$)dA#Q7=B`i3Yu5~N?M z38)XP7ZJQeu786#GV#FxF?~x^S1fGAqkz zqNeQ}@5~!#4%@Sls*k^`$ElBvK*DrF;sLMW;XSb#bW_lL5tEc5Y$3M<- zFTLYlm*T?*)K9eWX3x>a8r4K---%XQok_GMj&O~8Ml?qX>AYm~M0=c98l5zLY#^aR zc%%Ndf6`bh8!}Q0fsIxQVOj)~vy~)ijUTVg?lUXeon8p=<@q|UX2(smGF!;u^W{;J zVA~(w02X5hS|T6Tf$v`cDZ>TvdW+0P1=D55Hk5TqP}Q5#)GYKr*}f1MKkX&1Y1r?K ztK|tuMXwVrkKslNvZ?BoCQVvN8Tj8Y&n{>d;<@c9Wv!E4jL} zC!y&k-vz`4KV;Ro$$6}AdgPopP9iGh<5K|~Gm2OGv7TXV@o?O8a7;v4&}`5~6KDKH z;8MTYMeHRcv7D#!u90mBv^N(i6tiTNjK&CE3^y^6UcK_{)};pPB?xUaiUf^L!s=}F zAA$gPE=_@MaP!VL1(%C=+_7LSW=Ex~*{C{0_q|9cy?(}n%$?CoZG0aGAsoThofgGWH*>oF>tNONb z=C88gn)}LE*!`?IezfDPv!n~@_!M56t#+FJEQJXOiCN;zRJN{X6A zGp2z%CvSHnL26rbnyu*sWnp^4W$uG*bb|bM3i%kYO36|eweHiy*&WagQUGGaKDou@0TwyOkVKIIg=B#OH|o|*3Td4i=orI2v7^mXmn?y={jxm% zMTz2@N?rgx;M09WQSa761(5j3n~}#3=>+Jx>~To(ABry+OQi<7Nh`~F;)t+iAHB>J z!`WQ&|6pPCMZi2m>49~!8^3;%qDoGtaB#vsjFS*pusUrj)}{)alO>hHk2OhB)4vMk z7Lp%}Qx?~duEVPS62A+}>s|=5PtWcT63&$9l=zwg=~BOe>+$KUonE-EUR#}=TdREA zAv`-*`Zf!F!oGbqto3mh|9S9>;3?yof)rOaa)l` zCy)K0lON$z!??aAqm|*7wI4m9MAuT#4Ii$4su$*axh37Wod+SCEu|{wdlyHlvuBC3 zy@PA@b|LMYl9FW)DAZ$bdrG0?0TK3pv1LW7Z5Dkh*rSN>|EKLRpXwA%ddPl_C&I6vPNh5P=|l6+@LC2sJDv^dcod2nqMR?p?zD@6I>h zd@~<^WQKQga?ab%dCu=C>3=#2wEjflpNGSP6I7PI%X)*D01l|Nbjj$EGTK;5Esql* z!SI2!#s6eq<>1HVUNPgBYGF+GIwl}*iA*3kC*w+|Bn1Qoiy+4wU?8}4PkuEu0|4_B!j zH$#>WJrM|joA@-IE$#+YF!=zGGBE8iwr!S~J`T{)x_&ceV^n-4O9ojF@x`saP?VAP zR5liUF^Xx>#wk1q2+STRObIym0{y3vLtjHzhB#5(bCq;gC{1AoszlJ|s|Htk5i(0p zRzR6CA7X1?Cxe(F8}*IN^}NkbkN^&d^1iexGYM83p>|oQ%O9H?YuAsJ6c< zeG+~Rw)~p2X9xSSdjQA^d{tTPmz9f#9E3U;)q(Qg7(hwJ2gL3#1d+>aD?rtD#yJ4W zB!Kn}YL?mL7SyqkjfFLp&*J;Onyo_e|IZ#;qfJ=S1l*jl zR;Q_I4OO-azq5#=;~%4syi?wxGW3{h1~SOH0P#Qpq!|dJHCjc#p8@e)3gs$u7(%~W z72_xK52a`@0q*I9>Z3mtTL6h42Z;!u`jV9)Tiho|PzSNjWN1*ymu4`@$48vvjC_7Uy+|o~HRv46r8Ro%)R?;hD#J;b>AIGBMnk#GT-y zbxpdRyC~rC#_iM_Rouq=rS`t{rS&@S+HkkyQ05T|O+6>tv*X@kniR&<1Kd-ZC2(pILHnj%s**Qr6R(QvFOHY(OeJOcF3u)u0}?6| zS#LCYnsU=?w5lho({0t79EAmFb~cY2j=uCe0dv_>FX$RSv?^($OtVtk_uDp%h)}V5 zbAtlKQemi<2&=^&+K6x+!s#!2%D#8w?=L>*%6^TR_Z2YNoKD*?Tcz3n!OFow&%D0I zrFv)8M!)T~lDh#rRR98fYF@Ax*m&@u-te*3?*b-u(X|ImS44o*QZ_hf8 zV$E|W3|40`vNdN3aaM=(&`RIJ=z2HZ*Hnji6vJ{qx|gY!vUuTH(av)QkZE(N86n+Id7W@xji$dgwJ})-@Icb6+YqQfsCmNRE}KEIf=N&^%Pcud(K{q^tM`>=QJZ0>ANGx5b90X2m6S0Gvc}v| zXTf&fziWEpS=GvLTTxY;vT=_3E%PH(K>{y!Lf?GpM0(*OPl~dgE&qrpiokh4hx*3X zPS?F9$4_n@iv%tV`0De*tkfL!UhBx!FjB&XQ^4t^aK8gCEu1zIz>Ly8kPGj}?c;tB4=b&0toCr^94^w5^>0neLjc3JaOb zwQ#PJG`Lh5D6_FZf<^W#eJtz(CoeO`H%_7WD(RT`Y2- zRW3Mv&oXe&$!%^zSymUxzBV1y}K;YmLOcIX1dT}lrWzWCG~==%1G4g%xD3M7~6hLR7Kpp*({+26l^ z9LJ!@KoW*;J@?b^hbEQR1g%vIdvAIrc|RME8pV~(9UcBz^96{r4-_z~Ou3l`OHcvU z1w?e=LB=CH15`2XH))v79tQi->$6}*K1eeb*t>%@f&CfJwfARw)bHbIKIsF%bKngm zT~9JLCdZ-b>`#TAd(CfO@YaO=kO#mS%H|vjx~D zc@G8(sy}((7UbLmZ&0D^y}~YNYXx*_>Zy><3}EosRy84D%p|}Rd5r>48w6}DAdcWlOf(5eR=9MlptXTV@$$lpR03BdVSrt5&5Wl1dN;EI1B?$kSEw@kmfF{ zwVFfeyRItDc4@3*5Df!50v8A)PG%+c4g%R<56JR7%50kWNAnjd9vd_VSBFfN0i!Q8 zo!6HqAs#;TGn2TCVveI`Aos-sw?EuI5AA_qw4`5S9H`zldiS{$-+lyhr-~OqdjP0{ zePs-;f#lqt05A;|Hh(vHN&ZR(Cw-MGyS<`k8H;8XE&!+(o(41mDdan9}6u%<E2EL}%k|m43EF;( zsf&#Vi0DE)ovsxVzpBNi+K;@elfsAU$IrWpOwQ>eXzyapMBg>!RUqb8GdXBs1sit8 z>9;lIx<>3Scxnt({SY~(G26K=>296tE(KDK(cjbpV%(iJ7JWtReCW_ zsy^aV*15?yzJhiymlEM%$!deoHJHr2`U~SMkFgb=*ZR3!wQLxddM#djR=VP=_o7CN zXqp-wee+HJG_HgH9P>q65#n|HRlMBW6Qy>e>q00;mB?@-LHFF++D22JrA91n*2!Q5 zTC>QdrKr87nhRNXJAZYyPNK))a+;Myb3MFE=Qlz#;THa@xYioq{5`AM0lNLx$X;#f z{SwzTm&~&{&M#cLGkC|jlM5M+5Q=@`+umU89C*hI=m>dW4ms2tDN{>oFJ3!ax3?jU ztR*)+IVVjMJaRZ3BhHh>fzmQ!^-3z1F71$msK*-RxryXTxZ0-76$c%)XwjQZGo882 z)sht;O}Ryq?|L85{-9>*n;ermk(RKa`k*P?7e?S)bJ$RE_a5hflj;tqKlB&dRQJmO zg2Y2ksvyF)S9Eiw3~}t6;&|%F*dJ>$D0vJsGy@R*hT4w(U^h7ns4w`^dOfE5MQk6cXq0n zP_eI>CA!=CLgmf;x`p1oa&BaNdgXvLKwAt#`);hS^l^3%>Qao{K=)nY53Tg zM#Mn5!Qyvc)d~gOz7rQCoeiF0o1WoMyTT)ujxb(0Ac{szQ;SFXb7$Wr>X`OC5}Ptx zfSvU(%<^q_FgVtvlHT0G&*;nA^wdJMy)CuP`xeHumedg?vqcpO$#gJ>@5bq2LkUb-PvLgs)S*1xp z9(Be(mnwi9>$w}J!pk_BRH-$UZ%Y#;LbS!Zx_uA$ZASd7 z7}CSYUYX=bM1M?g?@S3bG&haj^!$8m44TjWcJdm{Kvm z)zZT{Q$_9+h7vWtu*xpBz+WZZ=SJ-6axhr=;TOVRkR8!L-1XqDB|<)qz!%=h4>LNB zsp+#q;?{+wZuC2W$jo&j(O8VHc7&;wMd;NU!53+A$6fH2{ z%fvNepIH+Z+5Wuz7t7%XM(j4c0x|ijjcz2@=82%`0=(o@Ol`M$XJ@aJHObJh2f;Am zi88$IqCtFVyq**Z+x(51P=Y^YLsBhl)3x4obSzZ75y`f5@9~E}KOXYEVxw}W{`)_0 zNG_CZw}bv^S@!?+uhdDXwWO;|?-5e=J?=JGNxjnKu4iH*kqEr5(b>sdJ9ho5#s+=7 zI=tIse=EqaD9d*3|12V7S?=)75rtXrD|Y*2O$Z-kKN7q({vTCG{@DFa)g^FoG|X!4 z+2NCK;22d8#<~}c$tatz`eP_WsfEaJ*~2Ge8DASCOwWJHDck@uGbs~onR-S>ViXF+ zV~Qx@$J{7U_FulC8niKCjoMff5r?P8a|)}j1)#hD`^={pxc0H!pW5)$F}NJH8C2pk zpFS;BsEhhV{GaQ{wi6ZgP)ZFk&CJOL!KifW2lM2L3=MJ^m-y(~!ia1BMK^N1MVWU= z(*5cu^#f%-b|9^cDM6VVD6^X)W&`-nLtCf5j}(SkE~mTn;p>ym+gv+91m|3~1e(?X z5}H!?;$+q1R_w?3#(6IjWvs$^320+dq3gh9AIK;(x(t%Yu8%0qe| zp%3pO1=3Pq1pmT5cE%P|r9OeIHV{_-f(6I%%I?9 z0G&)g61{n4ph<7Bn~cCkSI_e#oW+A#@FTVWJ>!y&U9f#7bqaecIabzwBLkcoZlY7Q z={4MZunHw3Dk|EZX9X*Mso>Ik1G?+EvguDB{Bwudf~z$Dy?(e-kU?Md z!TQYgyTi}V4_3|N*bnmG6Y(=UduDc`zocNIb`=EI#kaTX^?bbli0*(ItVCY$p6T|V zE~Gmg{`*k_&l^*E$EN5h##mXU+iyba-#pqfH0Dlvo!wZ@qzb9{*F_5|*-m%m>gnsB z1UIdv#ASJ+Z7wW}H*($X#92#fYXCLVv%-hckT55aE#UAcC!^akf&%>0^)Jtw^~af1 zsF>UTqIV>G>w#^3yc5UP=_5sDG~+DFx>EcBv^jh|uZdjjE_Sn; zY<;cXjI=2Ad{KlTHGB)>vRfD?;O-G)I>wt)#yxbB&VAvD%)B1eP$E-L0N=G^tWz)e zE!y@JI>tc~;Q?Nptd_L(zuziws%Xns@8$$%lVQpDjEt`p5hmv5=JVdj*qr(Bsl-^h zipu%yL3Hs><0_N9`De^T_3?@B{7h~h9!8>E*j$msu*~Vgh&gA$!mP9cVENe8vFH_> ziU^6&&O~hPe0)QTNRk{boWA7d&h3WeMKI8vF&Zs+hF3fZCyzJew#lXBPY0e4(%qaX z4-$%~PZ2kLnrwQ@UD+y_Kcdr%r-zxL@O`|?@-%!VCNj5ku2^A)6o|hbkuN{`L8`%} zSye#+OYJ$9n{j^H2T_bP5g?349a>EmxB6_9A~o3S^1Zn2Xn$!)Kb}3Ji0b%(+SBiy zcB;nu!I_W}fg?7Ex?*;L#(KVHo(-X4zh(27K)*BCS;feF_lm(Fz6I6UJbL0gF#ngz zM3z>se>Gx1Kp@sE+7=Kg($8gt%#Mr2adA;NY*0KlHh6Z6xHK~}2N}iuHld@jEsHfv zYxG~@d?T$AXD>P-5OR_MYsyz5dx#o#P9chC@`}*)!v_dXk-}2X;Wo~BcxkiuO?EE2 zmG`U`_?1>4m^l~jX&SLP!Dse}in!HnPy0$G*kmT%@^w?LsR^v?E(7Vr zVb&>Fvtrjy?IP!%3vE8P4+sv?b3%tFG=I*|(8pTYF6L)8#()Bc;N?-WMCVn*Dm$x* zBqbl*ceMO_@*mS(E6(}kUj^Xp#p8z z1Tn_*ip|9m_4`(rrm0|Eil8SH-2dlGul#nOR!bpadj5HtgL%b&)NTs5@`@9l{Bvx_ zF1^El?Q@WfJauJj@HZsYcAyQyFa7gFY{3S*POItPKecab%~R9cvA^|=-Zzo0sr1bW z&}jcjE!OK4yZ`n>v4j>MO559?-~uUn^wmZGUd?aHm{0w>#@HWbeKG@a@+dM_7Ho z*~$G%E9;p$Yj_%<5zqBl)|z|@Tnrsajbp6gNrFb%=VEuU`pyQIM^9pyH9Wn;pi$_H tQ>?zV!1ao|dH5-7c;TSY|F28)moSHMCtF`N(t{2BX=&(Q!(F`>@-Mxsr`Z4i literal 29130 zcmeFZcTiJZ-0us@V@Fg#5D-L^A_5}421P)+bfpCqq=X{96R@FFr7A5*Zvg}nI;b=O z=_H|}^p3PZ5|W&q=Y1c@bLY(5cg~!9&z(E(AI!iaJA3WD*ZTcF>-+nz{qBK|8vQA@ zQ#3R*^y>HT>C@00NvENq{dM9P(Bc;{DNaK}ch+86`2j>(P1(iK#m(UPLB}2@}_k++-^jnjM%bZ<}jwmi71+*h?SSD!Bj)j;m8PG$iJhGK*lkJA@x6F;DhRHp@At zT$#GigrG5DO=I{|*7NDZ?YCf+oBRb4q~_7L$LD#lrgX>M|BOb-OXR@?u6C-lOBN>S z@C?+yBtVfW<-g1s?Q*D28gNMeV zw(hmtsSU;Er$+vD919-#1yX%q1#<^K*`Awx>EroLzN2;R-abMUoN~%DNI&Jw90MoK zuc;eCrGC3SoTb|KH{Nzen%GIUZNA;Bn!EVyNZ^`~t-UO!S0?*e*qxhe;nSPvjdK;7 zP4d$c?-Id6l}xSI72a5;obmW^%X5DR?`4wu>BLlw49jV@i0dN8h>g2Hpe6{utaD(b z2Q+$W?1%PfYzHl@5ym$AAeJk3)m*We`D0|e(zjQ>E6lg781KEm!eAd@W|f(HifzH} z^Fp@W=RMS~mC5e{I1){zp#$m1@dplD+7){Co_zM4XHZmK zL_Ox^9>>+#nOm2*Gq1$(wHsJRSog_loRw%xxaw}bRoyq}OUt7VlM1g3U+})uO0u>7 z_^YC)MFS>vZm4Id2htIbaki8VbT$dERW*jyqTLrguGz9V2zmS%8BBHSA%6$YV@kpE zQl@7}$AgYSmq(2&C6>j18lMWRaWQLF+fvZ6R?HSMa(rB#nej-%7=MJTlP0j*r}l*H zF|+-d-F8q6qASV2?gI0hS0^8f_<2bcGDfmk)E;Xqb+IlCEDC1HcVBTX zDo6hY8LB26;|s`{UKcy6<2?O}M;&zO>T9Q3zgMd}IbK1U3L_;Ut?nC+@_#)E00)RG zGJ(E7e|c##yg_eeW6*7}tn=(tgneoSB55hCseNYp$*GdtH!hx;{hH3dT(eNi(U)@; zk!UwdQ|fglwtT)bhMXX*C`onJ6*p{Q>2*VgVp!p zYko3$L>l$7>6?izTTda^@{XC0^Ysaup@4czGJ)t9xOH@JlBO!1e3X3M=XA?cbSDrX zq-`FmKhxHxxdHrsf`&HKo`w$ijTZP}1AZv6bobb5%SW=S#1OAz;rIJ!y-#j-iOxjs)8CsTkvA( z)X^gf4-^y;`ohd~(Q5gjrrR7}m|c`kx(Vd{$VQ&x9(#2Kb58vTw?7dh)w&lcgE5D! zucVgF>y%9_PII~kOz&E>%FU19K0@GG3my#9!8CMNXlPF;(HuD!tfWk5N~t!IELg*5?k76i**JO7&;tg>+gcCaLy=@1>!$Q>s2r^(WhP zrK2PK&M|i=XZ?>3^ai^z{N0KF_)}aX_*jMB*tM63-AkvP`b$xfbBhUVd7(URBrFGY2P83O*L+e|S!%biE_u>5)^sm#D6oo`3i7oWV+& zK;PM0v~M5Y0pNzL9iH>QZwSqQ-;n=5j}R-i6KJhpWWgZNy8@zL-&4UNZ)ac2RuL_d zr;~}nwb2Uciz@xdY`9&P6Ka~i{~8oG!&Wn5?4->WX`x;$I4o;wutdwYssORz3EUJ} z+PE=l*u7FBF}wC=d2q@zE8i_qJE)znjUGXWcCJf8rnK$+5!=#0&J5(=?-+rwwRo2= zeb9ET$W4Dovbn5oxaDe;pHFD^-FvjvdB&RS9A9RUops@SoI-S(I1YvIwd}h;Dy35@ zjGN~uu$T@`d1N-bE(@A5;i}c#9GD%HC(w~Sya$O}^$QsugW@XZ1KrIR1B&d0>|fp^ zuxg5pm~Nud?#j0m6CTcX>p}`1mF&uMWzH3-HexGa=4u6ZuD^O-UHmXKz<;V;1kw~$ zgt`GqY`9O*(-|(TE(3>Q^!HDl#?2z)G~J_f-DiKgqZX5rz!vP&5qrH{y1Pmb!;_E> z-2|-$=8LNp=o^01*nLrJghW@Nt3&mOjOF%DQm6Tb>5Q+SgSa<*PfN4fO&+YJX0N%S zPro`dUFKDwhm>W+XcgiR7h?M@C*(5W`4i_vaFv1m3UTE%Ac-eAMi zvtjteV(Ig(xMrzq`K5NfK`z33%r&%r`tte-FP5l?h@nWS2|Hbdow)k#e$8*Tb3Z@% z5{GSJ2q-=mTK1^?+3@F3PKRXYn#EU3ch4MVhEfva!$Q9FRj<*B-G<%S@xbj&E=0Cw z;>e4?PCE{l*&DV-#aPa@2mt6RJ#eCK<`m+bTY>|@Aya2NYP zE-Xm)<9>NsA~>j8fwVV0r>nr_x4^C5G_>gP0u2jl*sWhj;I`&>i^M|yb$^Rcj1MO9 z$3c5{YNx^kSC+x#npB^ucY)$wW3FwS$&IUuw%sYc0r>Bh{;Q~ROQzQr?p+etbuwvP z(q%%PP!1xL|B(!getVLt%g1!B;OxCkXXSnZ_bcbmUzrR6zm7uaM7`I>{$TfcqUA4C zoMsVT+1L;f!HsUg$ouoFB*J5tDxDJ!=^YX;STqt+G-(F%O&|F)(1`{3ko(y!V9QP{Jkft6>Cr&Vp_gH!* zjfG03k?8j>i9I``wG1Jdh{1IygURHuNnM077b}Yb^1I)B!u+h{=~$@6D9Qu$;#`!y z>&>t%CrvXT>=d-IXQ`7m+a){@@R1~Ow)!inxnDA?^%;8Y)*mgiEygxNXTC=lM28L8VGt}Y!i@ole>+EFt2?z>6vC7SuyLg2F>;lp{(m2cU+ZH^a5M^ zjd8Wz(SE{RwVEBDH8Xv&CrOKI?_sS0A~pP%O*NnD-J9evk>!GzYK~m#Q*7;zKqdqr za?k00SynWz-Wo`9KrbuwwB=P7^pz;A@?kzWJUGd1UMz^_o=o%E>>MfOfgn0YvPJrX z;ta43#Vd(Z2&TsGcY}O|X8Xsc7tLk1%sp#z=1efH(i?Ylu)3ZzAhx^3dG>{Kbv-j? zkNXm!ee9L<(cFb_d&@|JPE_|sMhV7pE(~+E$4oENcg%M1zY+l#{a*RBH?GF6eNI6U z7uC~?&Eya^n#8xnF~*61?7DJG2(d_pJeFZg-g;Xi&b8XZ>vQk239 z{v;iM?pHt6;A0*NwO8Vf9)tx+F912&3Cz!+|B$bel>$%i9=NF@Z58Hra4ZcS8}C=f z-Zvq!XAe$sMh*bl$BjpaKnF9*?ju0KO<&cIADrM#D$upkN!k^zgX6@t0GNLKE9(%Z zn}87SF|l2C;Z&h#1kj#Udhwu}UrT|O%UHQ! zqVhipBjgQbg>WXt@&i; zXL;@RNYaXMe%pZg(|iFf$ys#W;7m$9(>Ur|sQAv80^@=V#vj>N6vm%(V>N2Of6rnhR63? z>x?IrO$>Wri0WfTOH+1n*=x&%*-%4!;mJI8h^YBuYzxtKM&zAas8674#+?yMZ5NA| z5~rk%Qzj%@`i7Fl><1!2IjSWVch+i_B(BHqOT00+*F);d{X&=(W)8N>5^cL56{?Md z$iyPES$s?kOZdpn1*lPW5!6cS+Gp0^b!XdZ|YWbwNBo%Fi5ElY{bx`%k}-9&txwA)6Ch4So`N90rZCBFJ z9E>8Ra$xQx&uU8^OtD+rKuaj;BF$k&vP%GldU;*@;ezi?8Zgv*Cy&q^E(^OZ_zbi4 z)~?lbat3bqg`jGQ-E!+IWk zc54Ukx`Q%FCPOQBYSLs5W?JyqH$d(p3v>giL`Xb}l9-*6oseIM*wG&3xR;q()$`Bw zi`p(_!{xTeWkGx27#!E@cacKKp{qaDR8?16*F#K z@lkSXcAT|%U6j*a)i5p92~8Df6?VtmSAUB2RPd$we8)~gq5k;A+|_08u6$S$7OgW(syfaIE-2Fb^-thqxQL}&-hZF zzX)7~fW=@Xmi4klC8mfQ;tA0pQdL)q%mAm~!snHFzRm=pate-7vTkoxP1@0eNTg&n zef8FFzVyyS5eAnM|EhuhM8=RWnClR6vs!!HNz{r2se^n!`m z>ewlcS79vuXC*+s#AUDxi-pGr3s000vW?S!$R^POUEcj~D!BFg*dS=Mny^+onxPW@ zeGRnnPIo9eXgibh0&pKQ0{5D@kQ4^V(S@a9=DJha)7%s{fAD;pgR#IlNys{A@&qhp z!nN%(h0(s${G=WQs!CSh>GRfc5n|n?(E&3&Ud`v#hDxABh}_<Ff5 zI^slmZ)(7-AowI$SQb0VXaG6B6{f6DS6abz6DA^@`LU`j|_|on9gHTCxgq=1d zV?Y7z#YGzK0pL=5XuQ#SW-=Hi`m|MPavla%EHZ+non?}=cI+Al+1%)ecq=fiN zV?jb&dXlDDWbRgiTehtAZoUSbuxl45M%cv^OK%S3;bS1I6}&LNHU2P8PxxFzfqP54 z`=!=F!+WAemqdirKY!t~)sDUMCdE}0V-OCG;``7-ph*mq=}ki z5T@rv()EzA%r8>5{WfDCvSP4aNcrZE;}m zDzj@;toyEe52;mbaf;JTgu<(;ZcPwm2W)7@5j*NXX~Rm@ENeBh45NXy&MQ=ud8%+*X8 zm#=itid8Mh&!eR!|G2{&US-vwb8sG$#=Ayhrdx~4zzQOtfrEM^aEEA2HlAOL5;};T zv?q$Zfxw8V)x3M>;FDI1%tf~DF7`8V8-(J_0LxhCU~hU%9XI&JEig63C;0hu)(2)}uD4-cd7xsPXn)5hM3 z|9H?jnj@Kj9C(?T{xnrn>>U6%35k7=ozZlCB4);VVMmV#cxvO9IazO&S_8A&^owMnh-qzIHJPd{6*E&e&v?a?HA6DqTx?ehx8w-R3q-r ze+lh@3>SNr8zZkfCE3E92Qzx1r|&i1O>$g!hyx90ebM<;$Ulm-n0(usOcJ`+ova#cC&caPh2-CgArqqzl9%SOSg~A^O_Z&9)y^z z^;_N+GK_X8iF7^wWU0Ksr5*gmCcmdJsKD^1L^K=u(QJt?$1J0G`dm)4eh$yQt6faq7%!2|cb&Z|jcdqH{r;r|zN=L~xdW zUNoo|I~%dXUkn+s@7Kt_s3NbIHX&^XFw*x!_DejAxWn6#RAP&;O(HT!moBa_6m0| z@ubX4KW?ANtkUDcY!@0wNH7!%Bv#EJD)j2HcjZwZ(PhR`&rRZ-hC$%0hY{qTBztYr zi#|p^`+ieI+Wys8u+!lBoA(c;jI}dOU+}_h8u4Q)GEtIw3R!&;FY=$nm#>X7ir`MC z2fWBhE0koAiG{-vBSW#85K-F?%UakwrY%N+7TRjannvuR>!xYVkEBj1yXISS>-=i9 zbJM0cM1RuUlZi}qg1T$YuwKK+4?XVT`-(ACgXWA3Fle|NX@?XK#<*P)z!w9}?T3@- zO$so;-%rvwQlYdqfYSC;GlwXxOhM@%E;PtPlun|cw7Bc$!L$wGrXbIZ6wT-%N^3K+ zdLONM{`;=~%9pkk%Bp$Qq!Ax4WKlCn`prf92FM-_=37k+AP#inMx@ItPoe!Omd4V; zl7;~q-G-{%%zNb{k>p)62}W7oBklUG$}Qz(u51tJGGGyrmA|=j zo>0xB8zHV_gOoy(5~MB^KY#?%@~|hy!WR1HIMiw#N+zrVYRGM95)NJ2fCBWG8~#8B zvD=<{5h2&k z=ZS;G&6U!}7g%@A{xsBQ;2DN7SbyAX;^;;j7nkC)?@!UTq0QOOms4+fqDt2T=H-5m zfsUIhpm{A(Fn6j8r;q;nDlIq)QU5erK{7yfo5Ebig*GL=U62*vt16?R`_o?CGV??6 zCYG1dUUer)K#FepI#u|PUd2-rP}B7X9+NlL>&$2U^K3d3hA)~qeo)36^aSpXW4wkQ zAKwzWX5qhz@cQ-_%goLfontNRnxIDz6;Ym7!bSWBGr8Y3xZNx}vHGJO$Sm!xm4Qf8 zCO_88#BGnN3U7%HSVjNC+@D5FtAyWZyg-ljhW) zrQl(x`AHBH>sA?)vv3b=vQ(#tJZ5LgQ(#fuDZMiiUt5u=bs80mEhO4U$elBQ83nfF z&0G(6v$xza$nN;;JGj?#+cIS_EWY|BuZ$PDR)nJ?yP7@RxZ*~rvw9cMhQ^3{Yo9Wh zVBS=}2oLokW%~cf`BJ)RqGMlZKP|p*7&NZ!3zgmAP#1Bcgf5$}q?9jd8q$zlb-{R3 zrj2{P@}`&g;MciuHLCuXwF~#SEt7trHDn4s+jBT}_E0HKsFWl3+1*fR)5U1o78WTC zQmk_#FigES&$z|&=`O1QkCV;I*Q|rn_6*EUg}TXZr>w3wVtHT=7I;*lsMtdFkn4IF z58Syf4U^=cMS4`oKD4aAB981}zvlcM`i#u?=OFJ?7o-6Cy;fm?XEqS^dJu!SP1EgyMWIx`shvS>}gm{1Oi%W;;m*&V-rK2}4 zL{R1JNB{zy=)}|y7H%|j_kxcZUSmC2*8{QzHxT?zJfjY_Z@+fpS^5O|c@APNfDEcU zfV|Q7!|E_1p8Lo|p@$do=~So8JP*)AaAhuQw0uH$NcW}9 zU-0OH>zHaHjoGqyjK&?@2AtA;d#{BWpW-Jc=+tDSXqtw%yVn&U8|Kt&)bz4m)XsNI z>PS|bxNC?wr6oQtLd}=dOg)@{kEcL-{UU9IVeyLaid?JHg0rR{&`gtwMunRY;mA2r z%OWFxlVZ+D2h2yeFtCK}rzW^fD$2dZcr}ct7SahB?KIqY$ve(k)(+lc<-^&+&FYIk z`1BJ6K;tC^nqK3{Ygf!Z6O6Px7(FHWSp?Lgk}EjdMy4jrU{kgCg3w`zB{l)?pvP6l zo(sGMxMm;GM7K`9Ngr<8{y`rjcN^$ze}i}lIt`o8fmiqdwfB8oqc;m{ts|$miv+=N ze???EGr?x1`*Xges$zcVBE{FOYr~#9$@V}*b=16~F~yLnIs+j~d{!4}bM?()h5p8) z*tzz~0rXr)O_>lOAxTFN@u{s{lZZOc`JZMw(=@23Y*&j5=VhH zERFPxq!&+3>1PB(IvW2%Jfo{!DGPV{(sB{$fVx3g)P*`EyEOQ+GD!cT@oy2dd`ux0 zr`>Vy%KF_2IXbg1PhJO-36qt7t1N(=V70}I>RE3j2aWp9r~a+KP>LSUx>M}cI9%`T z!s5fo%?TxwKrZ!K_#FBMAz>1F~c~1h9`znYQRz;h_pIMa#FTZkEFVD(|`8^DFA=Y5EzUW2|XG4FCdG0Nok|(txyCy&ocQP7L-1 z_|(9~n-8r*FMB<-yU(DwXC*fsA?7&S5%1Nf!t%Nm{j}$k7+|>BE{72vB^3T8Gw_EX zoRz#sohpF}PD8z3z+!fy-?_0M!s>7JyoQQxJf=~xWW8!S3Kswi#GafF`yIIovD`}H z7$r9B&x+V8@KIe3yCmhyFcnVFvTEQ-jY7%mz zWYRbi^yekl5KuId;4~4Z{uY`Lb%+vqA)53_!1A3dr*C z@ceFHs%+SSZ&ZDzu2<2VU`kyR{p5*HjM-n^LCB;*Nxq{V1KOC@9h)72uuI&Qk2l!y zt{Gc<3dMB^4J|IrPMtA1NMoj1@2@i=W-=ye&ghKG2Hr73ErK^k3OxmK1u9$3m8H!8 z9er0#8phA;Aebue%hVS?`6vFSYp*n?$Io9E8E$^$9{IFw1LZU5&i``d`pKSaI(?PJ zo`u_NM$r{U+Ne3~lKH$1he_Oq*#!?L`1UFEYL*1;VM1!yRO4q zW@Idl%)ndM#xwalz%u{yxNBkgza{R9{ZHa<=YKu!p0D{o7k3rrHG@*O=c^EcJ>-}i zo@DV&dO|op<3ZgX#^Rz19wK71Tc*!pFM-VRjKsg2!RWBSow#-!BRS#)%oyqR_6c|xno#* zu=t}rp+%t+b!AN}Du}s5$4e}E%ofMQeh5Wh|6BmHm_L^OUS|)`Cg&Bf292}g6FB%7 zt0h25P5!IHhs&jp7l0;%7pYkXU9<9`lw8&kwuf`xN`oS&ob-x0kW)f_1KPZ79VRXH zF!T#h;OhF2`XOAsNd$WEzpGPP>=W>4=zKDB?lITSu$8PWw}|?H58`a&p9k+j;YPLO zeq+pbLBWP$HMetxJtLj7N6b-eDb5%A%@_yPpc_jn<-(6V(vY zVRS98e}veS@>~hxD$W?w!4Z}#`sxH|i4>OEr_x^$HUkpFv%sZyKXsd_6o|l?+uJ0B zhLceyvs~+QW0m0VEBx_4P zhh19{C2d?NNVrxDnKfB>17FQ&(*^3pBKyVnAuV=yX2bq~ga3_VjllQzJ=lU3{0ZtnfkJ_lQ!W-e;`X-ftu$vuJID1NaSWBqgH3W(aW01F2wI`f^mnw990Q76gbxW0W*k zyV1(7e01prMS=MI!Gl11oWn|25tn7*)_xs(98hNF=$Atkx4Hk8b&6}(%F4TCJ4qW{ z@MS>NR4|=RZ0+@oYV4x3z=w*Si= z0hkkjhj{Nr`n*P=lBUTgFc7q%>yud91Rh;!nmce(lT@+w{j^90qmDGUc(MsN(6iJ9 zc-oHv8ObZiKM*kR+?j5G;u4|u6v)#B5ruFcKAg{fLan3)pNt>~`AlX)8wR4|1x-dM zV%MMM+pIMp;l};VKZXPBKc7a)@QOz_V5@rqyA^?Y--vF|X6zrF4%s}HYr-(f%iMe1 zbFM2d+BVJi*&fHj5~@%w_9<09845n3wQzC)D6f5IR42>NPwsb34n0eDN~rV$B*8b8 zgG8|mxN#={U6@xrE~G^ACio|2|FkM8ZhNJ?2MJ)S7=d0^=Fiuo6dkR6I!dnF(&zW< zKd%NsA|12`8RSaoZ$|za7w@*+4oqnxk8uXT;&gP=re`_7JBq^wBW-mU8UY>{gZ9Wolx1<^1~GmC-3f>r~G zFtEk4;!~`>l(&4A9%m(*h~TY-%uwR>?2odD;z-wh+kCyVEk@25J8emOaaC=@c3!To zLN>U4k%NaNxUi?tGjdKWNIRf?r%eDH)=~1s#uc98kMsdn$6iir1^tbjxk+L{KeK;w zI~g&$C&>6oY+g<&H!(w1gjGn2wThU=r!3YPW#Rkl?kjRfIqvAW3Yy{sYz3KxYTE=y z^3#%_(Y$bhD75$+>4MygxoeCS2wArjCLV_;7M|pyoe@ZNm`7%NE?e8u$jBIC(}1Ip z5~8bT4R8{A`JD>*<%rgbM$@w`U5y+!NJ1Nz9{2}kYC~4vUtiBpGLYGKovssj9?R-Y&1THq5)<6}>#ze1S3RF{$ql^9AQhwRjq>Y%BqL*Vzf*yIQ ze9A{NN!34lVj-&L>ohgyC;lPaq36tiM2CA%zIlOirklS{3tHrJ)*^ozB#TQZ4Z>tb z>c8PEVQIlL8J5EXvPUG`Nt$KL*5imAFH;>6eP2BKb}Gk5M%5(Q-9g(mesuTKLyu-S zGqllpAgI}dU50m?ZcuQ5t;j)jdrKy#w(*O^7 zehw8mV4C2suK-@rVZC&g>d580R%1|xg_>*MSPtyKKNioHCOEbM6%=gsD9*d z$X@|?=;}8r{kQi7a7xu%u~bn_2`F-@yf}aO)#>Mfqav+%slrV#fJ|X@RJxTC4{#Lw zH?0eYC`St@RLmz;4;w;Mfukf}e4@^Q|0OBSDoKY`jqeXkcwF!%GECrTq@gvc$1r^u!Kz}RjI#@vUnA=XS$Mp;$;KR6{^p__$mo{?z4 z1rkq;mk>!B)j(+1t?!ZT%pde|8m&*GRfIuv{4q#rb%}}4%~d_ z%T?k2%e)4cbQ9JTQa5d#x-Bjm<5k!^c~LcZNOZNK3*g-JPdct$kU7INotN-ss=|Y| z=IY`WY3z&tkK(<)i{3d1yrnr$AbJpci(luFZo7r8jYVJo(wPz40>SY(mHxbhJ2FOK zT-X9St;ESCN`KkGV%jp&GQc!iCNt;f=jyfhd7H3J5yVmPce6^`4LLg;VLXKNl&5xX z-C6CvH(ZyJtLp^x&bZ9K}Smi502{<2gY{JyI6*Up?pRrq~Vwcs=!D@Fy&I$uqPpc~4QqA9-G$q}m_|)})HbpY7r?JRr{6C#BCtJ*s zj-OHkHruB+0f&a|N}PetrNoQp4|)~+b&&A~`9cf`S2vdg`I+2EL8ZUb|NchXD%#8i zq0FE#NReqs)|-HYaUzLAM}IHTooiQDC>Bq^5^;M^$h@i-Fl9K0a=5*9s-8_iP6iQ% z0UHSCZfC{fSLA9(p*=vEu{wY0t;|U8Q{F=1}w0){sYMq z;yEB{wQ89wWS`E%+PWElv+7=RVQ|BkaKqjc0)Su~X_kQXC&UZTjXp`eTKB`$u4sbs zF~k*HP&vgm0$fS%u(s5=b>m)($O=$AW6)j%Ou?*d4<^^L6D=J`OoL={w|B$9-^#{n z<)pLPWzWHn;`{lFd?1{<|F4kacNv!vzKjGyBfvU!ce z!~L}V8>hfzJjM%UWHKxW#%YWKwYk+W!QzF{)j}|FDSh{~N!=84;IdIu(WCOaj4McX z=c;c(xK8jJUhJ=z49Edp(D?qlRUZ(aX=LZ&0uy+?7k<#&A;{1>@`;$1*`#jODEhqh0qR&?}=~f)B|J~$hZ5+ zI1st*tlY{iisgJSVxjXA?BT&&r8yF-o4%mC#uSIJ!E0O7hK*WL@&l0_a)9yJ?U`jmiCi8ybeIaaA^bXer|~q2-Fyiq`=*HZ;hr z(vTQ5d^HPG%xuz7`~lW$r=5wm5F}r1iC4wuy(7ee6^bDhyp8fDDOHM22cG}Hxf7#id z5yOD|=Q*yt+NtV@V$w)v$}tv23?e|gwKr?|Q=q<3L*xEb58G^SUeyQHk{;G1zdCc<>pB*(^Tq04$|sZD znN=(d;0nc_`sU*=ug8imb-1?m8@ex=KLr9kPu$PrEt;mp3=j1h5qJ3b@y8nv0$?b| zz%ldKZC}u4$!J>`A1o|~Q)Iq)E^acII9rpY?%(cOAvJjyZtNPPkhRja@e`X|g+dNL zOTHz!kvV@dk8iuj*f@Ga61FxiwR|s0m+aO@CQXuSlY~u-sUiiH`Bn?)XtzL<@C+ZA-{*k&!U@gAwe|XoH&ja7Tv+(4>se|;x zdJMSqrswg)hotr}8u-W#>me(N#ITUNaakS*Lu~4 zwHKMyo=Vu_d)he@hFzXpm|{fVv3?fnW|x`d38(<`WK2xv zQqgFk>A2huoBrEdKfu#IXhRo?#C;~U%#}OI5jzM6`9)9HMu&Id(7*V*qY;EkuPRV!tkD*zr{Hpp!G z>-5DTKnoE6m!aqDiHPA~2NBIgVT52wT|Z~QpF5w51{Nu1RvyBv2z1z%u$kECSUDNw zUpndDqi|<>MB=j4xJN8yFAg`df>OW=oMxXa1$F_M^8TwsAHTA(_fq!E{DUZtfJRbI zDT*bCfSoC-5Nv;jkD_h}gRUzqX2q@)6c*oxE|Xp{>YV7x0;yO4WhjM>X2z#aWPu9W z-2prXO2lAIpgSga0K%Fd`DB}RDPR}yEGPAfo-8|Dj7gq30@<(pW!sfx!vYR)9qOW& z8atQv3?JJIB;`?{BDY{g{(4-|O3BpqR6Kuo!oLJJpasSIF6HNr$Tf}2Z#_0!o~IurMY*@+#$Rc3HTPYQwScW+|!l19Yx-|7Z2jx*JF3ABIy?Z3fWRc zjyM$l!D&MM0|A`*yI6+!yZSfuG3%0r^)O0YnCKv6H%AEt=k2Q z!`p%qZ$5egXgU<43$2_OpPVOs>dW9i_L|*pYt9`gdoo0>0Ro)^Y_FMb}NuQ;GEB9M6LTm(3>201fh*csfw{e1(hEchMp`;Q(ZM{bn%P5QH7~25;qNRgSrJ zzWR~k+Ik85Av)k%^H$|=pi21bB#!6JVd4OwlWCkUHWeYX3{dHbuE(|G-Q4@Yma0#> z(4|KT`(hc%j%Dg7@ilkyN-pSeYQc2EWT1M>@eKMJd`WNL;V0lQcd?Rxt*NMh zm`6-Vqh#H0pwj5$>#v#hd22hkDuBacn-=ap&C8!l3^1MUwbOiTD2ysrY3X~|^~usr z;b!^dubPULr`Y9ptEY)|MP8A!qtiDU_Y0LI3=R7uE|i#pi!-OvFgBeV{TemJI0Vbj z0v`J%Md$8~m>gqpDVnHXTsI!#sxObbp?eFntTD2b{%g2oZhE9Hf#djGzbTvNI+M{<32IZ%vk=k47#*WNh{ew4 zcC(>wG57JsV_FbTr|xm0_NN|ZH4>YGmZ?F=j*q2(nWvjewgSJ-aHu*YAx-q6>A(VQ zF0j>h?2@ZFapcw-a-ep)E(8YIp)>RZEc^z!zGJ|mZ_9UQhO)&GSPs-XoSFxuM)$oO z|H->8x8l2Ov(M-p%qbc=%VS5D2ZMF4kyB*cH!BwlgLe3`Q4-x$pO92M5-E{Rdh72r z`C@Xfw4CPvGH%t;ZT|+UP+zG({=f8cfQPw_$C(a`0DximBR_3guudGS-@(~vLOdye zp|kg#YVZReW9xl)LHW?Vd8Jf`LMtb^x(~<%P_ZbLGQB4YRF{Q*2cVDa?rM+SJ8ZbjfP`I|E#73%rDCxvAn_v-+To@IBIcI~8$IYx1b(T7P_ zh0xRV9oaK*kBll*N?Cm74aouMXFH*`&NpkMm^zoZp-T}t>ZeWD^95~sAU2QC1vqts zh)-h2-Xo<Fl$2{6hTvFrbMDkxz60bX6|J6xwl}KHACy5PadNTaT$Z%tOUi}4nENH+?dlD#~+$e8Xxa>I@o1Cyf^?;iw z{`Q9@@`S@7YCw7BVP9h}9ul@7g|O>4SJ)4lv?x$4a75SiVEo)F0>)zKPDi=RVUr5b zlzT$n{$Lb;ExqtD=5M8Fj@$?UjoK^;D4Y!KV8EayJY_>s4ivTVL5-8LExOiWisRsX zN>*Vf#3zD-rWj$RK#``a?pxhbL80n6R;)+N*JN8U2U+Y+m*=sUQx^c|>7JtcIQ zH0VpXQsv8ADs*>`F6r_B_BSv#?m1UROu_`188fbk8D$I0BAWwh60#!cLe}C zx>ISLus8V8CCaub3X)A{l>2NvA>1?$1Orl05T(}mx^i`LD{XfOh__B{T+scG zfR-V6^6J5pqX|ijSK6!ml?!NNlro|-*WTCTcVGGd9^oNd5aE#=Py}-76skO<%c|Ci z2fBp8PWZdX;TJMr-V+UQ8+sf%Oxe73oGYL-6@URR?6B>qaP7(yiqz$})g{%#tt-FL z+^aMJY={57m883N^HA$%ga>Q+AhQrJ!3=_+zmc+cc%gfTvOVw*P^1Pvm6k7;CH*Dh+b2m*ZRbd`XP>Lb1@ zF+%>sK{k1hOU;hYOfYh%TCPKz?el=Vor7y@|J(Zg?8|YQ?PiNvYRPUL#!&@B zS|-X68B0lzT`5zJcd6g(k}A@7ZiHX`?^N=Cmr5=T9+_EAsMk*-J;xyg?W417^+~v# zQAK=nJ@AgRcK5%qUtHil?@@sy=H~c;A_hKY=|EC_hk1B1CJ#<9p2P3iw20g1{?@$D z8Tep&f&MY^kH~d;*(LhfE0K;bD^McW)#o#z$s{m&2V9u*oMa2d+Tz4=0>dquI#B^< z!y@UaqWbDdK!47B{pWZV>94EgoP9$Ml6TzFX0dj)p*zTrRJHlBQOjLscB&AOcC$btXJsx<8c;*GeT9UKeAP2EJTEh= zJPs@-7=~zq^DP)p7tWn%@HOCm@SIg5P1E7q-%#MX$oSplNwe>te5YHvi^6F41y4gi z@17WCZ0D9^`=+0QJZ+a<0n5Ytg5ijPQzISr+7)w)aq_g6;WwdrI!0TI625EsKS69P zD^w{TqLz-IG=s3viX4V}fDwZMMx?XirV{ubdQ%v&`~3;3gBdB39PPvV2N|7)4xRdy zt?{qMHG#KO@qs2J29WqPFQ!o0(!>F6t%CMP7L~d|5eySvlaS)*19*w|qY?vRTn3xl?<=ImXP_1F?n2ly^I}&N z*@2S11Q&*X?*94k62dF#>a(*NPrLZ+42q+&eU7?CWg%{RM^wrV7rNpB=ctfZ+sK;f zuy@TBW;3WoHZR7YP}jBai+jpQkVU36o0`7GI7@)>xNUNVAKuenGNdneAr=#8!48&KV~mY+HTX9DcHT8i$K`C-Xgr9~ z(4;Srd9P1HapUZEy^-5o(o>5tzR6!)8FAH!oW4Ya$Z!Woym@uhUb2NL6!C@?RpTLS z=?jhb>9>Xw-|0Dcdb(jT+c%Gs6$7lc2 z57yVHRJhl;CnmCnjY3+P4`6Ybkm*>MaiNin*RkrxS>5Df@ zfr46uX84K2K%VY<nyhjJyNWzfIAjQ?Ks;a7vfCq{~%C8ZxPqU1~ zT-RIyYJ{buE{*lMBa}A{6xVHP_yd4fJ`Rf_ZGp(;L_lRcgQPgsx}+vKx`_hW^S!@y z_2d@8SKh-FCjg)Ix7>nSfM-^K4gGH@l}k?<>dkXI@0IM7hywFHL0B=$Lf{FoM$oX6 z?*Wkmvgc?&m=a{pxrB%D&kj;O!2dh?QjQ9bsGl`~N;@N_w5_W^{`Sxk>EapAd9)nUknJCRNQ%ccA@Y6F=g$k^3MSy@N8V?*W zWO$SCfWv8dga5b4n-d$N{ zd^08w3vaK!O1oNM_UtOkw*rU}_6Wl^3o9VzIC99FE3SRFhFY4h_Y$kE|( zh^i{}x-3LfQ@O~2!?sPm@``c?A?>-f(bZ~Cr+=Ow{dD9LhAafRUvZ6id;YzhK;uFL zeDQVcwWApg1-clS1h=`MU8M*76$En~bdCZ-F}vGHkWJG(qtf*W!6c)ARpGoyQrd{(M7(by;0*+}4zoho6wiD#dTNyB6vl ze7Vl!8l<}jZODz;^ zect-kz3mNuS20WOUCn%qdYAGlZkM2nTqyqGdGBx6r5p_z8rr7HYv>+USaKOsYrX57 zt-dfOdnSe;S$1aiuH1oF$vEt* zk1({8mM!Py$%U{rJ+U=v14XR^HQpQJ?M7c#vC!n+nDOKw(Ma55f7=}ylO4QCU?L$* zf)BkLgoc`{1LU71@5^yGJHf5!C?P??d`H>rN#ccS0JzSKghr+%vNZ*O^PrV9H@7`u`IX3)H1dcY2S|EJ&A5rpHC15=BzAGuTI_jzv6BT*tt}RK zZf16Ea-bCx?<3ij<2_Q~$cL&8d$vKLBpf7-o)cE=im(z8<-4Ryz~b0|Y75J#D)IW! z&F6p7X35^YPr33=<>|sQ;uzJkV2oz zDU86@yXBXse#=Aj2H*5;>Qd8k9r}7*uU}1$7QKLU4!mY--V}{UuMPKWcMB!?t~)nj zZ!yqTw``NKPN_N>#(e1(u~hAlN&hiO>tc+lYq=Z7BjA9G6a|CL|5*a7BL_v=byXdN z*>n^d*rU5>bsh{nHR2AzE@G2^H>o$LKH{MW;?Qf($2`MQ#uc=T<0qE+Rs{B zuaJ^jmPk;&oQhPBe0O=Wt4po9*TPiq(5>&$t@khm@B_j;de#JH{+^^NF(1Bs z3R>)J*anCmiw$tz>2F)MLKj)4Z-Ml^|1dYVB1!jH+ngN`w#Uj5mgQTG?_Zz&*aQ6{ z7}o!dw;P!JNES+?M0;SgkOz#ds#(%T@mI1GjNTa9wSMcB{^QJkm3^ae`YfCs7?BF;Y1{|>tl!NSy zl3mcctB6JA=YqulQ}CeWms%6LF}$yDq%H(-wH*5-fP`akCC9xdrfT{0dJoR`0mxE= z>EI>Nrog7t?c2#f7C^nSe-gZ6ar1@p^O9j80o10!-vo3q0BqafCy@B93aDiZjyYDe z8@Mxr3V=wUz6vNvyK#ODXW5z0HERi6;m zgtVSZ(~d1do@3$CK5H)J8;i}9ImYZ93$WeCe6S3BCTv*=Gf)q}sA(Tq**i(3@z`3E?&tQ*NAO*k@HIF6IxG@1& z_W2JJA~Fo1sfU!qhpGobZl=ha(NPJ+8?g+`0>XSfHUSj+fA$SA2#3UttpLB!@N@yO za@KX&8&tq|a!<2#w9b>Q+%0Jmt0r@U&(|W`S*{}&%BGT&sKq2Y*UX)UEVGr&&lOz; zChxC)23}^4PEd1?N!g+6Z)Fjib7~t0na6+rkarqBPessEB&zVyaCOz<1P((ljV)C@HND3(At6UobY{F-$q~g>i zP3fN63fjt%#GwYD26~|BkiDfgnElru!LxYW8{#mWm)gvAhlj0w zgykD#@x|WubD||uDVm$@G8C{SbEo8~7e(yG_5+cA(v7)g&X;Y)AItwhXHKklUk6>Qu$ zOw?AnOc>?6?4mq?oj)mXpHjK9Qma~+iXQViVRLy0MZPX$A!I?ZX}(qQ9ntPl9H|`| z5{1!4w&qsGKri{ejI_%^NIDvFkn|s?wD*tN&Xp#Xv^Z2o$BTtsKx2S>ZSB<2@mzJ& zmJF#Lr+41ERd05MY>eY0^&-b0?&Ig(wHI+kvGAf$stEIJ6XcWiMzll1>YqBqL@i{B zZ3O0Rs<7|@+nF-5B&UX-l?%l^WPT$JdZs1cZq=eDU?1&CSDzb~V(d7Cvs6ln@jYU@Cn4Z~Em}G6FL6ya5NTzx$h+8-CCZU*8=)R~UO`@X5 z2dw#07je|EoZDLimy1w}XVu)(RCn?9PST3_m{gsn{SsaJ)(+>+&+`BE7;K?SuM04m&0Es^K1>1AAEK_HJJ>YIE`7hURNQU~v;&EW^*=22%suLGnZE(bJ(BnYov?oZfwrOT%sl>DERDDK;^C4X@3- z3;7RwRd~|I#r}G%p&OeZbmFrhFd8x4cY)*d=2Gc@57h2uGz{Y^w~!B67%B1*&l$F9 z*dAX04eFDhCo;^L1n}`0l{7IlwIqr3NbISUE z07$1yR7`><`%s23IOICh$j-1|01$IZ+ssXxdlTSEeFF~tUo}c2uB`Kz)MTAF7717n3K#2d#JwWYWBH+v)0K^Q4u94xB|3wb0d`gZW5c^?Nsup>_)3{ z<4Nm@<#k-a19>vm58;c=^DI8R$h@x zNS^!{rFl}Cx=GB(gkP@ecvTd>)dD$vkf(po&EoDW|= z9pn6ZUB}ea%faVy*2g-FOkPjBg3hrE5fVpDL_}i_k2*Kxt<-hD8+bO`*s4UP8amp? z9>Ky2@}x^2+!4O4THjrzm_3f}NbeOEEV%wak2g9in6UFw&`@~Y;gGJb8ECe6R71VJ zd6#c)fW>Ix$Q@JsL|4!XHR|vvF<-v>?(3lS^X4C<#0d>!GiBP)W4mbw*7N%h@fMfm zdL-8AD^nvX0-J2UTSQ(WSkoxI=;=ulR3Tp#?5HK;wt-#lOH)JrPBSuY7tCO`PpFEn zD`?>~yiq>4KGWL~ZyMMJbBkETzJ(S28N{QoZTlble|_xaIGE)Bl=t8NDQxq9u|H|s z!=3jD|M#bOa!xfyLI%Dh$hwb>H^-bzzogaF+&m5ld9U*%5vQJPYQdVl#jyItDPqWaYexE_t+BWp4{hWE>CmDfYkoiR?|wW1e!hgO1bbmH^Y*!( zQs=Z~GEu@&_==80ebj)rC>h>_ZVlSR#Yc20YNe0q@kY z4cbyis^&4HVuyr~QkUrn1d}!?^d9)vo)i6RufWu<#voqE1p0l2%|KbTU}PhW$MJ*0v({JDcRW?gd8AH?H#K0Dt^T;mDvh?C@8+! zMPG(a?+0F-L*7KH_^1-%$flPE)qY%r@ts`eEDB=p z@3Qi<7ncbb3k5jAr9CsL);AiQJmq`%itU z$}OG5kVPDWLW`jxg}yEP^&170N0g=B!g^`yC4#YF`GteLggv-c@%|1+mJm( z8JKN07Sg*YU4`SIja2p;2mExf{IKHnXg%1ePyS9e1#SsWEh0-^IuvKkgQlOmR1~O4 z{m0UiHd2^8q;xqnk*sqjbR6UL#?t=oWZ&GWo;11?Q<%h0{W!7vO zG_cjD@PzgV6l4T7-Bw0Ce^)#AZ6u_QWalPCIMifmS(IysB`W4E7(dR=v0Wn7u6Z?u zEFgLW?Q`mDectA_#U3JCI=PviLA?&}4)QT_2njM7FqFet*g+|-fu`hu1jCz_hvHu4 zL7N?k{FalCO@^05E$z`wY81Xaa&T}jf^Ib2(B!jTQ*7R(q;Vmh=o_dqR&eZGOONYL zx+Ns&z!Z_tCc!)?yKLGq+7R0OK`C%-pxpg3a(PPIn-p)gkYVmy=0-72&t zJ3rsBOIu2HDM}aHox*(dYnA`?A<6Au+h?jd`l3{w{eXHt5P|Oc8L0dYQnB&dIBg== zqn&I16(GREHo8muiF6JuOZa!x(A4@-%#=;i)CxX!^Y?Z8zy19LlJx#!#2=e&Ie`YZ zG8P+Q&x*@DN!wbUhl~8a^)?P$&NB*lHJ-rV@#sWY5V%P6mB@|F8{ayouszlw_!_&> z8h@NoxN=W~Yja^yFy6ka4WnCo@^=e&TAczHaS5xkpWOl8A~pKdUUu_%!9^NJRG+e+ zZSaIc5`FM7yLs<-YCm~Ued_@G*%%PRZ9lzK+H4+pZw^V`n-T1eP62(Yc}`h?-8@ln g(f_Zm@n>$|cNDkH=evc-Ht?sato3(};y+LS2PF~K-~a#s