From bc857c34fba344505981c6ed211a441fd6b401a7 Mon Sep 17 00:00:00 2001
From: aleksanderbl29 <73799306+aleksanderbl29@users.noreply.github.com>
Date: Mon, 28 Oct 2024 15:16:34 +0100
Subject: [PATCH] Create plot_regions and plot_municipalities and add to readme

---
 NAMESPACE                                |   2 +
 R/plot_municipalities.R                  | 132 +++++++++++++++++++++++
 R/plot_regions.R                         |  38 +++++++
 R/utils.R                                |  11 ++
 README.Rmd                               |  10 ++
 README.md                                |  18 ++++
 man/figures/README-unnamed-chunk-2-1.png | Bin 0 -> 49256 bytes
 man/figures/README-unnamed-chunk-3-1.png | Bin 0 -> 40709 bytes
 man/plot_municipalities.Rd               |  39 +++++++
 man/plot_regions.Rd                      |  23 ++++
 tests/testthat/test-get_levels.R         |   6 +-
 11 files changed, 277 insertions(+), 2 deletions(-)
 create mode 100644 R/plot_municipalities.R
 create mode 100644 R/plot_regions.R
 create mode 100644 R/utils.R
 create mode 100644 man/figures/README-unnamed-chunk-2-1.png
 create mode 100644 man/figures/README-unnamed-chunk-3-1.png
 create mode 100644 man/plot_municipalities.Rd
 create mode 100644 man/plot_regions.Rd

diff --git a/NAMESPACE b/NAMESPACE
index b2a5856..f6dddf6 100644
--- a/NAMESPACE
+++ b/NAMESPACE
@@ -1,6 +1,8 @@
 # Generated by roxygen2: do not edit by hand
 
 export(plot_denmark)
+export(plot_municipalities)
+export(plot_regions)
 importFrom(ggplot2,aes)
 importFrom(ggplot2,geom_sf)
 importFrom(ggplot2,ggplot)
diff --git a/R/plot_municipalities.R b/R/plot_municipalities.R
new file mode 100644
index 0000000..41f4e60
--- /dev/null
+++ b/R/plot_municipalities.R
@@ -0,0 +1,132 @@
+#' Plot selected (or all) municipalities
+#'
+#' @description
+#' Plot a vector of municipalities in Denmark. Just provide the name.
+#'
+#' @param region Municipality to plot. Mutiple is supported.
+#'
+#' @export
+#' @importFrom ggplot2 ggplot theme_bw labs geom_sf aes guides
+#'
+#' @returns Returns a `{ggplot2}` object and prints the plot as well.
+#' @examples
+#' plot_municipalities(municipality = c("Aarhus", "Favrskov"))
+plot_municipalities <- function(
+    municipality = c(
+      "København",
+      "Frederiksberg",
+      "Ballerup",
+      "Brøndby",
+      "Dragør",
+      "Gentofte",
+      "Gladsaxe",
+      "Glostrup",
+      "Herlev",
+      "Albertslund",
+      "Hvidovre",
+      "Høje-Taastrup",
+      "Lyngby-Taarbæk",
+      "Rødovre",
+      "Ishøj",
+      "Tårnby",
+      "Vallensbæk",
+      "Furesø",
+      "Allerød",
+      "Fredensborg",
+      "Helsingør",
+      "Hillerød",
+      "Hørsholm",
+      "Rudersdal",
+      "Egedal",
+      "Frederikssund",
+      "Greve",
+      "Køge",
+      "Halsnæs",
+      "Roskilde",
+      "Solrød",
+      "Gribskov",
+      "Odsherred",
+      "Holbæk",
+      "Faxe",
+      "Kalundborg",
+      "Ringsted",
+      "Slagelse",
+      "Stevns",
+      "Sorø",
+      "Lejre",
+      "Lolland",
+      "Næstved",
+      "Guldborgsund",
+      "Vordingborg",
+      "Bornholm",
+      "Middelfart",
+      "Christiansø",
+      "Assens",
+      "Faaborg-Midtfyn",
+      "Kerteminde",
+      "Nyborg",
+      "Odense",
+      "Svendborg",
+      "Nordfyns",
+      "Langeland",
+      "Ærø",
+      "Haderslev",
+      "Billund",
+      "Sønderborg",
+      "Tønder",
+      "Esbjerg",
+      "Fanø",
+      "Varde",
+      "Vejen",
+      "Aabenraa",
+      "Fredericia",
+      "Horsens",
+      "Kolding",
+      "Vejle",
+      "Herning",
+      "Holstebro",
+      "Lemvig",
+      "Struer",
+      "Syddjurs",
+      "Norddjurs",
+      "Favrskov",
+      "Odder",
+      "Randers",
+      "Silkeborg",
+      "Samsø",
+      "Skanderborg",
+      "Aarhus",
+      "Ikast-Brande",
+      "Ringkøbing-Skjern",
+      "Hedensted",
+      "Morsø",
+      "Skive",
+      "Thisted",
+      "Viborg",
+      "Brønderslev",
+      "Frederikshavn",
+      "Vesthimmerlands",
+      "Læsø",
+      "Rebild",
+      "Mariagerfjord",
+      "Jammerbugt",
+      "Aalborg",
+      "Hjørring"
+    )) {
+  municipality <- match.arg(municipality,
+                      several.ok = TRUE
+  )
+
+  if (length(municipality) == 1) {
+    title_text <- municipality
+  } else if (length(municipality) > 1) {
+    title_text <- title_collapse(municipality)
+  }
+
+  dawaR::get_map_data("kommuner") |>
+    dplyr::filter(navn %in% municipality) |>
+    ggplot() +
+    geom_sf() +
+    theme_bw() +
+    labs(title = title_text)
+}
diff --git a/R/plot_regions.R b/R/plot_regions.R
new file mode 100644
index 0000000..9d3b7ca
--- /dev/null
+++ b/R/plot_regions.R
@@ -0,0 +1,38 @@
+#' Plot selected (or all) regions
+#'
+#' @description
+#' Plot a vector of regions in Denmark. Just provide the name.
+#'
+#' @param region Region(s) to plot
+#'
+#' @export
+#' @importFrom ggplot2 ggplot theme_bw labs geom_sf aes guides
+#'
+#' @returns Returns a `{ggplot2}` object and prints the plot as well.
+#' @examples
+#' plot_regions(region = c("Region Nordjylland", "Region Midtjylland"))
+plot_regions <- function(
+    region = c(
+      "Region Nordjylland",
+      "Region Midtjylland",
+      "Region Syddanmark",
+      "Region Hovedstaden",
+      "Region Sjælland"
+    )) {
+  region <- match.arg(region,
+    several.ok = TRUE
+  )
+
+  if (length(region) == 1) {
+    title_text <- region
+  } else if (length(region) > 1) {
+    title_text <- title_collapse(region)
+  }
+
+  dawaR::get_map_data("regioner") |>
+    dplyr::filter(navn %in% region) |>
+    ggplot() +
+    geom_sf() +
+    theme_bw() +
+    labs(title = title_text)
+}
diff --git a/R/utils.R b/R/utils.R
new file mode 100644
index 0000000..50044b3
--- /dev/null
+++ b/R/utils.R
@@ -0,0 +1,11 @@
+title_collapse <- function(input, comma = TRUE) {
+  if (length(input) == 1) {
+    return(input)
+  } else {
+    paste(
+      paste(input[-length(input)], collapse = ", "),
+      input[length(input)],
+      sep = " & "
+    )
+  }
+}
diff --git a/README.Rmd b/README.Rmd
index d50c7b3..347122e 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -47,3 +47,13 @@ library(geodk)
 plot_denmark()
 ```
 
+```{r}
+plot_regions(region = c("Region Nordjylland", "Region Midtjylland"))
+```
+
+```{r}
+plot_municipalities(municipality = c("Aarhus", "Favrskov", "Vejle"))
+```
+
+
+
diff --git a/README.md b/README.md
index 57f6090..e0b63c4 100644
--- a/README.md
+++ b/README.md
@@ -47,3 +47,21 @@ plot_denmark()
 ```
 
 <img src="man/figures/README-example-1.png" width="100%" />
+
+``` r
+plot_regions(region = c("Region Nordjylland", "Region Midtjylland"))
+#> → Using cached response.
+#> Change this behaviour by setting cache = FALSE
+```
+
+<img src="man/figures/README-unnamed-chunk-2-1.png" width="100%" />
+
+``` r
+plot_municipalities(municipality = c("Aarhus", "Favrskov", "Vejle"))
+#> → Getting data on `kommuner`. This usually takes 13.13s.
+#> Fetching data from the API. This will take some time.
+#> Reading data to `st`.
+#> Converting map data to `sf` object
+```
+
+<img src="man/figures/README-unnamed-chunk-3-1.png" width="100%" />
diff --git a/man/figures/README-unnamed-chunk-2-1.png b/man/figures/README-unnamed-chunk-2-1.png
new file mode 100644
index 0000000000000000000000000000000000000000..4c2598d9195c8e8e8cadb645c72b5b922066d7f6
GIT binary patch
literal 49256
zcmeFZRa{olw>1oi@L<4$2uL?5t#l(PBA}$Sbc1x4ba%IufFO-@cXxM6hje{w`#<MB
z=e_u@zT59Yf5d+F-fOM7#vF5uxd`|uE&lWo{v!kggr^ekL}U>VkkSzl5SL&m;3rPO
zi>wF;$mmAG!XHh9#f2?QEv)3eYU${S>zV6W8R^K13n3tIhJ+}n8xkr!=TE9GqoW+~
z8q3LvM89K;E;p4O_MX|g(<?KZqmMEze;eMtJD*}i&9ZuvW%P>w`CEANkEN)kd(~zd
zGUI~1AcpVdAHO4ey}TH@63-aHMcb)nDXWe8ZBpMmce#;#;I_G7y}$4{{5QR7>;e@M
zJ$@0x`shko=SEu_w@tI_&{NkT2D;D~+8Am?g4LGBnY{zjj)lpys`Gn;ouZH8i2n0F
zQ$IO-$XE0b?y%cS)jg2kUU#8QYG0tW@t7u)t~_h4Ku~&-ig8#vm=N*CUsII+Wq$Bo
z+pIt8CdHWwGOG3AY$z|=kHS~vy`tUh1&PuWqxD|b?v<kRCT+7`GGS%RuFn@A{634L
zwTfN#gQqF1&Dr?>Vl*mihu`Z}8=)OhAgI^Y`B*(V;&0PYaIPcVvdPQm7;d7=9ZN8P
zFM2uHHuLs$?2Ft~yw*&9Wa}oI{A2@z7-4CJmZ8|`oPxMm%81s#H$=&hz4O@r;`auQ
zK9cJ`gMktE<PcZ3e&AdB{h-xjOvPOOHl@7OIH6ljhN|ZsRD8Y~$xm#$m~C%Puk4gk
z5@0KlT)2<%gQ=JlD~^P^+?6V5vf!GPHtu07b6rxiQ9X!hjcNGnAEQX3_SE>>u;W9z
z1)IGccd?njV2Om2Vi>uoe#y*zgui8&v6XF@aWTHMyV&yT@(!U&-uSL-XKR>QDCeHy
za45g!z)*pr?unbDVS()sn*LXcvDXqz5|LgPgyd0c%y?v(q>(h;a=O8~!`$!D**as%
zt#wbThsPWdDP+?)g6e{{?B90W8R*6@l@GSRPvd}34NeW3^u$b>YjC@oD+SexDW=s<
zSpTu1G{84zu<4o^OR*ZfZ_(VGEY{rQP<e8P>h{2WXI8O_ZHKi_@sVqdg=(Al37@ns
ze>Q`Hsa9F$cV#xkD<qO$1lMYZT9^Tf>do4Dw?L#x_jx1<wfpMA8vpWub(&S0<)TNI
z`Vym+rj@28iFKN|@tETQtI7Va%#ueNMsc6!(u7o|7<gam`tY^1w&+UAY+?I)qiHcY
z*>MzLh2W~!qI4Ep=oYyC^uW!t-ZlSOHnA)qFBXeJ<C3#_!16%aeASymLI984$E?=L
zd+#*I&P|eU=9g!O^^qy>Lv0sL7gqk~0xe&?@D_s_KJ6ZjS^X*PMPCUvN-3{M+zxE*
zUR%|E^y>{R&Xe_~^p`s|TeXD4Ip`H}hU*B$&TlwdEF|u3ac3Q~^{mrSIB#fp&Q&V8
zFqVEk7`is>W%n>xtv^8c$)DqJChI`croD*7IqucktR#a!SU|FKs_I})wSX|?Qm=7;
zee2|U@?dNc;dlD|gL^86$L%^3y#OFM^*&4JOGzQng0Eo+h<-*0$lxnP@DCsSgRlhY
zzkh<1p8nv!zeZewe)&vub`AkS5J5uZt-J%`ZVKw}=b{t7z20b;lZ4I5A3r^be|^7^
zjJ3g*`F$ndpUa?6d6*6Lxw<GETV1`qIFPGWU-aXX_<aG3!rZDH3z<4B=Y|tr>)P6y
z6(v6V27cRtyzZGdE0jWlFc=~kDYCZ*9F8QEE(ZIck!d#;41M!Izd3~Ydu+e`zkc-N
z6%u(mn~!P;+W&l75V{QS|I=kYusMg-5c9^{Gm~?!zeB?FdAX_Esm}Y=%+BqDnhwhk
z7tgK_8a0n<tQ8!_6_hU77oBzr+vq29ITjo!j@+o8x!>Q~FZx~Y*D~erdt*s|jni;4
zvQgh!OS`|x{k1wOBXFv`I_cA+wBk0xX*GU5YtdMJGAOWEShe6}eo%jIC&PcKTl8~p
z1iXQ&z{Eva&HdeVZDuHUkGk_-h51Tbz+R66ZF6dX3V$x|<KQay`#Ubbqn%%kH4o4^
zn>I7U-j%qnPiNi<++9!<-2H02<F47bmPrlczk2ze&c<rDq_c*u=r?%}PGhLK{1N5k
zRQ^;}J`PfU0D`3;l~6h{Y`1zdwJqID)x3IrCRWq!a*Ji>XW7-?S2^+D_r3=)=BrHZ
z|6WC39AFvbm8)Q1!L|S|+Rz`Pq*2WvoW4>u`%|XX55vO#mn>T2&2i9y@J1(BzEy-M
zj?t{ms8r^T5Y42fd;PCf@PVWMJrT8?#LneXe5Ye(yw(I}<q-$YzTq1^sWGW!g8cWp
zWrM_gnY_Ow87kyw*P>+h4^DTd%k~8BFJ%;~->XlteCpk_DeGrHSzWolJnm(pLD!oq
z*7`(z<^OzkvhjA$qQTU+?aHce9fiPj$gbyA?uE(SoK-Ia|6u%Uo$uvBH1oCg7PDX>
zGfj_nw#2YyR&)xq<?>ZvtZYal9_*XW!ud|O7pq~;W;FO1{F*LDJ^}**_c!QfFDJ+0
z<yr|ON>zVHB$YC+>TJKi<~^u8Io`-y?*~ECX#z8u)-RmF7jUcVh3i&LYB*P$6jgWV
z`A7A_&F$xHCu7EZ)a|CJcDQcO8}IiTZjL4GR|05iK-6@n*v%MGjVqaMIPvAO^f7xS
zf$!({suokH##Jrq$0KN>t*);?KvnyZxN-jMxm~=!P3sMpshZLb(#zfvg26m(NJ)_r
zLmfYizobqweG@m#?0B5uSZ@u2!Larygn(m!?`%qkF%#PgM2k-Cbu2=&_pVeTYxm~$
zk{1S{WL1~EoYZ=a&7YMwiHg1ZVR&Z2&PVOI^THT>Yh5I9AX3{(=!1%RyD$u78yvW5
zH^gi04;J>pMA^49R^V=rVhG$UT_b4xYPibxBJ>e*Z^mqireqo5)DfZXI$8E3q1Lk|
zala{f94CRr@-SdY+MU!jy!=AV=a%{ajB8Ke$VE{v!}4>(Vb_g5YYaNMaSKcFVawxL
zz3I*bgVbpv>%Q0Kp<EkZ!+4M1)j9>bO4EFZU)n@<!TdnbaJfO?uCZ^eLR;BTvV^f_
zy&A${hgYZ{eziE7=6*Ll?|e{ie$vk|SQA(9i#Lvb5Ul43y0!mDhf1@Al*{#6kvr)W
z?&`*ybtZEVFn<TlvQs5y?ru&7=YM?4ob$(|xM3kW%axxy4q^DIv<a}P4c_JANGX)g
z2%CC#bH3=FHg%_Lkg^`PWL~>hxy3JO`vB$1p=27pyMC9ks;@|;-mXL@Z}QD5$-Q9`
zhzS?RW6M;sM|a#O6bC2N47mF5L<oBA5`IY#P$Ljds@u=A(+M}X<7(D1=v+@!uE(lg
zU9T;doec0)O-FvWAYI0gJj5%VJiFTYRVBsJ&uWH8J`;QSHq=Tbt%d4B`-)Y!3%=+l
z$yiOfjkWRkuR%d!<*`o55uyE@CBIA&)kW}aVPhIu$)`q6$Mbo6SEmmCVupq_;zsKG
zryO%b6BQ;(njNwE1_^qxm8c{x;j<d?s>QVc<!0Zs&81m~;E9Q`m`?{1i_4SRMGk9R
z)v%l;x&`3uvM@21sCCCxBD=R?ic{(@CFn{!GJXIn)!lic`%dw1ot~-WZ0u+4fXd*G
z2_=I;k>ALgeJr2oD<?J&yPn;cmi6N><QZrXx6GQ^FE|>g`leq|oQRS{WHsn(49&bj
z=5s=4K4+GDo;ujqtHF9O)=qPR6j=e?L*n{~>iojicS@Z4#o31u;>GnRc{zcVvR~;~
z*)=onK+XyG_h3y=xaW_&BKN2aqT=M|w643{NZQ{n_+>|vViP$@U)Xqe^$Ar*;MT^z
z1JB@hW*Gm>a<r$fQPsTN35hkm<7SHe96HbL(woZc{jx!R>qXb|6rQbgFG9T&G?jR>
z%IS`NzVo>T3`55^A`>Q9ECL^u(Xo^?9J3qUz$RDgI2+t+xZdC2NV2fY(2;4V{H(}(
zxfWHAaz1B0*q=}l&HpKY3rpQ$*@scsRLz(5@^x`=kHe6lp6QNNW#`kwz8lWkCwcun
z_M=i9)xkvBo$NbeEutOlV>+eFz63Q-ENv6wo`gwlG=}pWHa(b)X`1$?GG%qgvs!=C
zMo*{7wF)D^<8>%bGRjF%+sN)@$_yjsn>qb6O4BEM$SWNCeKXnsTk18wL%D|`vm?rf
zKu76r=P4~e$EV!A(|s8D&L3noocGuY^5;v&48FrF_wZrQhCJ-{=c?!5@ZQerMoHb&
zlRDSRZKNJ(|I(<ho4`!2oVQbrBXj(;5X?|`&lnY6lJ*zhuKZVq{7OPrgBJ$>R0tv0
zh&zn~H4D?XyM!iWs$DF{$IFU+Q$NJXk-Y`ck)IjmJ@XNK3TJ+5xG`*+i%4eXgRN-z
zxZ-O93DYmzW>1>u<u45<CR9uq(vnLEPF04Va6K&(O~e@0@2FsNzunQS&kUTeYQbAs
zzxJCzeLEVX>~yMv-y5Yoa^g5tx`8$75s6Ae+40T#gYVZ1?FpJu51d)>pRY8bVeBy6
zfH$G6Mt6Xsnl)XwgG@KoaiiNRTIFl=!`aGNa~@44wN<>v0eZ8_<%^SXB~87G5XG=+
zy#e?rd&VBRk7X278U3PS4`&PaE^pb-or>TDD)lhiD)af7H~PqSwM)aS>D8&De{$0r
z%!bn6Mo`yIZANcKaSy-qJO1T<+nc*N;(>Gh;klRDl(~aB{>Kr!Im^z<;A$b8q)Wl;
zfQiHyl#X!82Tp4d;#YNerNl9t-UsaKyIcq?MXj40``+?f30VujJ6P&At~>0Pp)6@a
z>9S}v+knx&qPRQt-PZ=1VjLtn{RW3;WFM7~8GkP!#VJ2KoypD+_H&x02Z=8G?5A4>
zp6E%mGQLeT+QY)^X+CX}%H7glrx2xhR4HTqOO6jc+~OvF!m_>&dfAx|g@&Z{cuj9F
z0dv?UV!aXFkm(SfnT?Kp7K+M15z35*VLVx7p=oh#csgAI!rj+0=_C7znMLlO)=%D*
zClbEAPW{+3zn_%Y%kZ5>PwHy89JOBtik?qsIGc5%GGM6)nW~pO6utIN-xDs=M?%S%
zB8(TSo3l*6%`xvW@K13U8_L-$AC+F{h`VeH#R_pI>yFoUc*>RGRV+t2H<)Za@TbBE
zPnH0i>5Qv=;03^I+wY~xx?Ksq@r=6JKDgQZSeM1^9i`#A8i{j@_jmRdt&-}7mnDOJ
zB3Oru<1Xu$1N7Bvk&HUB5itzH)b-TdbR|uq;%O48mjDlD1s(%Nmpb`|MTs{JHmLj3
z=WD^*REwQ0BeKdvM9d+@gg+?6Gz;BgV(46JaG8#;yG^fsKL=6M+fs0r)!m-W#u5@)
zA}@=3XFJ9&uF7t8#$Gx9-NIzr2%ryzZ#)-5iM3vB!5|dLeeT(%U(V0Ju)?*Oy!u9^
z<L65D-+*s$a;$gHkeVMo6pzTd^K-16(te!gr{@5B`C2uPht&^u(m81PQhWb%W#=E{
zZ=pKVE+_q)n>3+vbpjhN#2P|_DKfK9&=uf|da=qK?xb#Q$m`W!AM{w2kM?Oa<WlvN
zvHX?O`rh#CK6<8;RT8}!UE?sY8hN11aGKENXI3|#Wl}e6Inis##g|}kNfh<G@AV@z
zYjM_~--o=>v_!7dMoeX;OFD7dIS&E`e(L{boA}&npB-%wi4;Sabl`CZ^TZJ*ZN$%N
zZyNf#6NW&^SSGU3x+W;rUlf&^p!j5k*=~2rj)c|JP?n5K45<ZEFLtJ-*KQLe#9vi!
zgBMAkJg0o5T44;c^C<XP8d$ZctCkTxLqiUW*CkZGd1Y6e!5lk8!CPmr86MO(QsC8;
zVLK2{!r21HdtL5Q9h$KIAx=5={H$gvbn@r{1~1%aEZ}}>GvDuTXs{Q%qhnV*w}@2w
zL*bow_u=94SKj3Jhmj8=M1xQi*>hx5<q`u03JgCpG`Y(vy?3RK+<r+FVt{yzinw0g
zEEac!L(!*xbD633D&qOilu-Vtsogi|Fadnm@{_tgZTrBf8)avo&=^A1j7l3#SQaLT
z6xIRbs4%0NKRGA(9B%$(NtLX=tLTZc<(3(O;h!s6Y2d8vhSjDLsde7-0X*a0wqK=*
zq67TI-fVh*b>z{gq?imhk6q#FAj;+*p^4?U-1xmyR9jjjKK1hOB_+M15a-a)%C1j>
zU`gZ=^End|Ck7r_Yk(iK<h$2<s;WeIs7w^_eNgo*=ATgF8?Yc-C1y#5y}{*NzHAeD
zV8CW4A_Nk;l8O=4FFkg0Q>g^uNcGMzB1h^KTWsf$O59`zoT0xR{U}!B!kUhG-?IFK
zJ{Ns-IK$kaO|w}`a5<YcaDBl{_{?!x_(9+o{cq97A0iv4N+OgXIC4f75uDZe9*rXC
zL1MtGcsWcl#36L^LEE6zC3d=^(?t98mA8ZTd3UA9yGFNL-b=0O7fGUZqnFKXCfH~d
z-u%mh0`%9TC@Rmi^`F^?7qSd*EPon!W>w+cv~}~l%!cT__!V+>ODpj;ANiv%i5^c)
zI|8!PpT2bcQWsB|{(7x*f;B?x-YSKK_^?&_nHlbh_j#G4eWoj|BKI5gRG;9eaChpV
zrHoI0&sPH)R|4s-aPjM=PNq?Cw>S0T)HimtUXe&ylnlP=o$*3>daR;vDjOi*#QR!+
zH#6jKvNlJbEI+>HM#*O>&c$vY9F?wFX)H&N14bkLd*i9&5i~MgV*e4r=iZcmx>zLU
zl$h6fq^=DU$nNVzm{Vm_C9VK!M|Nbeg5o(D3vpa-s2C>LHS|S`AfQ>GC5)HM_u_Ty
znR&&y;)%f3?$-xKqNE6%$$$Thb}}KBX>#;#dYcPflt?}!r23rLdKXGEw?AL&eB3?4
zqLQcWZWFc5Nd2_bTc0{Q^bC#XLkk}!yRqj(oI`0=yk8~)9mOeXn}&SDYKeASN(~O&
z)+l*M)*Vf1OFz7F;AAceuVnW*9o&X$M*M<N8>`NR<s2`T{jLpQLV+Rl8wBf*Bv&~5
zF-3^VFtg$}qg~egkdMB%6Q9DF%PXe-u#Z^3cc*`jrxg>3U7j8P)<dAOEnH9o#}P&N
z?Sn`9^Z^Dde=1ddU?;KHAHFASI5!2NZD4US9$WdWQZN-{^GCIZGVIn4_;|o!@UE%)
zciw_><l&Y`hP|996+6yiC$TT|X)-U3dvC(UmaS&6pFD#-jv{+#hR5PTTG5b8v?nKa
zJtnqvLfLJYH}fX3$*$_nFp5jljl;VFJ3MPjxY!?1st300t#v8NS~Xa%75EQH{-xs2
zJ^J|Ra{J|`M$zVT(>Ic%d&S)j``5*ScxHyp8{AhPo|~qB!-M&Wl3utVQJ<w$4r$|=
z=_y8l-7hb;l`Sh|sb@>N{5`&e>bYDb+|UR)3-M{!Z|S7Rh^)pE3oVAxuyK)aBdplj
zp~#gZm0;?q^-r<r)(l=M^%cB!<uVRancabpD=X=vI!h?MKj|A#HLl^GXN68i>?G<b
zlxxsuD!sP~$^3Y0$Zdwl-j@_WMxdd1!#immIDyg6tCb=2RwpF=H9aMO<wxV1-PeXs
zT3<euusx}pvi2W^YfmOC0fI)n8@W16_Kry@5Kpz*wjde)jt(j6ZR036XGj4XX44M7
z>gzKb4eNfkdV4y_!f;ta^uAX)Y{T8eZ0xR6b0xyh+ETLZb`MC!9PWiD(wz6X8eP)V
zWtCzC5ePKx&d3RI2X{d^esjzsc{OJux~vD24NZ8;ggRxegYw;=6gv$igsUG2JUNbb
zst%^62VBNuFB|*G1T?&tn|X*;S-bDyoS^istEU&?3$A`|_>%BDfR?nMOK10Vd1dd(
z!e2i=9DJoQ!|7DmaJ79Wmv@y^NDSL-@_gX>n=)0ne8NAqTR%zSR0*~wE{M!3z+Xf6
zU!v4M9qOYNvhD*FEkT8p|1C`kx&eSXS<S5dUt$#;30q7MxxB?ApZovlTHqF*H{j(r
zI>qflWd4stMH}n^GxR}Ju>HSoaEbXt&1UOnZ>tF2CFHSp2n&m*^v+q2vJlwKvI>dU
z*CE?-D3eU=5IVeN<<;bsGr|kv(=>|5C6H8UIOjD8DSjosIgp}`&-_qEVk4o)<<oP2
z4H=<+%oogGJi=JI2WTvpQDa_2%gONBj^3AD-kvYIemOVFO=0Kn%c<S)@vPR;NK|)d
zxOgk&beCvmTG#hFRNL;tc&#M+kMli{tS)hPSzQjM<B<|S9vtxT%%-@WO}mZyin)c3
zSFK=%qm(=Rj4o?|LDglz?DAV1Q<E;I`_Y}Pa5Vq4>0h(`uR95!X1v|%a(IC%AZ7&H
zNSnT&w~*|?3GAnbdx27X4%IBpyyj1$<IB5j>$%^SZs(a<3_3|hU$JPUZ5G|{U7HKV
zle9i0xbEKu8BkR*G8oL^YB*?dwae#tVjAArHlv^@sbl?b1<^1J%(L@{XpmI?XZk;i
zg4HX46#)V4e@*}Yf9e0*4CMUOo(HPffAm^GQA|S<6Kfz5W;_2K7M}++duJorTDt1E
zhwhsF?qU^#<8p1JK>qnx1#0AcZ!rBa9tsuzndgsO$i!|JTK0FBo12ASf7PE^&6?Mm
zE%4U70y$p?s8%yCPSQ30>p4hB!oE)|T|V4hO*YnK$7yhn*hnXH4nKXt+ypqX#eSkm
z5hfyAy3KQ>r=j2}UNYe|G|(y=Dj?q-+}|<bUuF0aZ{q;jZfi#R>iobW*Bq#W!`0Hz
zHKrf}2%O!<c%ZE+*h}_xzk0J~xz+F561>$6B;A<!HG_!Uy*k~&&6d*-e3j#0WD8Lf
z9SZQ8Qzw}V{{(22M~MDwKpDD;X9BusTgj^b^T<JWpzZ`*M!y7CuabkSe_Lm!{@2x>
zKo}T(%NU`yb`q}>YPslkT{u{_onKJ18YZxiwi5;*qTdIM#=1Yw=^qZgqe4ouXs9Nc
zgfuzEhKrS-ukQ|9G4??=vQkpB6ji)JL?sNjEqn|Hl86d8<3<AAsXVk+;oQhW4(7j?
zecjY{3ae5fopUzi$e$wAFixzck7Y19zDNXo2%iK|bl2>LOBUlFK;?-bh<}%2pKc2?
zTWazQSc@u_q>fXw3h>Gzr*D*mrcMJSDYJ!Yxxs(eO9eIMrnzkwUy7h$5bx$Bm);Iy
zW{tHGh79>`jQFc)5P_=<U65zoR|y&iw=@0&fvm5QWO$Ffc|eUe_okPA^$hIowg~S;
z8H%(3yclTS<e+(r9?g+{j0g=33-K{y;~@X_Z;g5<D)f~JRf~`jQGSY-pmvporYk>3
z&I=RT%&d$^V*HSD!!i1Sg~~2E+cD???QsGu0>}rna5$n=JF77q3P#Tk(Ip^B+X7Up
zKUjK*tG1Mrpr6<_aCg*6vY!<teS9v$k3}Z?9sceq((yN$etBck|9nh%sh?xfCds@e
z&&ylG=}$ISHw|Ca?^F!FzaLkhits%HX2y5ey9X+tI2989GujtO2FaFU<;lbtj24c&
zhSK6wKGN*dy0Jeq!S7#*3gQn%OaJtxf@1dv4N{!Cow5kOwOK*JSmRqS6e=n@De$(@
zWTa0Gd#L4G|BZ5t0MVL#d#0j5__4~n57&-BP{!`bzXmUug^Xw<DEB4;-xqpzIwt&O
zoXfLV2`F%PNWm?3`YOa||2>HoOq7zU8Cz8^W9@U(pm0fQ({3*FInLU#Ptfx~lqVje
zO&o%kf+LNKeE|-Hd6HS>QGc@2cAoi0f&pWGH}l#^mPAw_ZRQ8)$qx`2nsarC*&cxf
z^A=Qxzu>kp6yZlJlc&F|1K8l|{)z&;eEKOI<cZS_HHv@WYxBYrsKrAmRz0uw!4|Na
zud%i6B((k@VcP%{U-JN}*sqW2iv=atqm{v1{g<#k_VV9bvAtaadaFGYoz92NsPjO;
z+XvfqGbhdMDso25Brq9hhg30g`rw5|yg-yVZOB5eAPAGk_PoE@6!>Sn0RJF~=V~i+
z9%#Ipiq7Fm0bsy|A>eY8!A3DAXs)_~n!M4lc>mn=YTm7UwmX=wt=gHbvRHU?X^xKf
zrfsodGu8Q6Z<G%_M;3yj9-7as|FTfD7lPy-fkmCA{PV)i0GiY-{WRCJmxaku!<pjO
z+N07uW?bzGV$gI$ihX3j81uh@5s7+yea|uX)vFemK$-c)M{1@e?caCaC-2ss48;5p
zvjw|*s148x_M^4D9Wb7993-5rluy5kTOOIunpN4-huDjBgpnNNBpTD&L&yfUD0lw$
z&$0n4^%|RiB09_Cl^~`oW8f_0zL(GC22VBA28fvCa6D!UMxlc135GOq^tPzs%J>}E
zFg4xONqtXA_~%H-a&$U^EwA^g(i%Cm+h80(v#f=zje6jO>=)JU2lfyIuI){i<uX|q
z#qerawqrNcfc5CM1^Qs5LIESVd*TxSQ`AY!wn|{+6C$KzZum$5aFc3}Itc2c!m}-R
zM{~oj*W)zjI2K)2r2$H8P0*ydth6|Rup{;}xbCJ&+tmk>bUx<bj|c9lU3V;@{zX25
zJ7fSeoUDs50cH&8!d@8FZG8_?%au+kb!zOPEzni>!{ym67Iv71Z}K_){VMn2wW#o4
z(G+N(xWNqR2ClSz#s0&zhnRv<0bsJY_qq(4Tb{-uu5hhKk2teVmH*&@gnoaIiHCM<
z|F+Rfbi|<Q>eC5TT%~kRYs?w6Yq`*8&<qlQF;1kqhiHH?qKF}UX9ruWYBiLnrkh4)
zu+fB}nd4A6w+PJ>pDaA}-jEIHL;t_DXYA7iIgd5=2m2Fh*8M7M%Hwte{MWnr6Tf;O
zBqfGc$)IRV4tfU66P4JZsdIhKe$iEqWgAaFzBz0?LY!ElKb{p1F6a>ke3W-i{ymfq
zJ}MwX2)%P)n0}dWSK8Mz$aBCu?HL=85{Twm4#i(=!Wbur1ORxDb3-EeqLqcgt4uwd
zAMB3uClagBL_Gn|??sRj{THX>BI&?~G+*|?-9Kbc8sF8aw*3XRdc)S;^?{~2HZ4fU
zf{!53ZKgDaK@frJ3G#hE2DA$#2GhSq6d%-~&HBBE!cPj^Sk-!g%^18lKHT$YwX+t8
z6$9r#CF2;MPPO&`H!6tf3_Im(3tCLx#|mf%*g!jAK02=zx-~Z9EcXdeH)VF<x4(zJ
zLCAb}17b+}^fMbLxMw8hP^w|~Z&uswAf|>bYN^EMAzHwmJenkNIeZ)4(G6tl4X5+{
zl$ef(1Bf7CjiUKa`dFNu%PT9{IqY^nS2ZC${{1H>Y2X&%MCeyqlfsJFvP0VE<QSeg
zxT>ZlKhRUaJB5=V&K}%?%-)^$n#vyS=OQpr>;X%vg($%*ycl0HFeN46y>Wu%qt?JK
zTATyx^~dRS8~fA&AipL39;VU|@;5H67Gw^at&fs{p-P&r71v<wH(?I~B$?{VY0|Tp
zYPP;ZTxK8Gb#?+bhh7xLe;e;_EdcHA6kR8A-hIu{&pPVwA?Cj&0;(F1gD2nS4S?W$
zY#=>64}7@R<zVlP^GHcXiQz8R=U{RGWFx7-GN^0AVy%I?ZE29|s9&23qF|f<>E0Gl
z``6hp_TK0{TX4HJ({uwKTW^h2HKg3#f@~RTr=Mc0`0I}gV0H6b!<qBO1%<IOnz&$9
zo{N3yi+_E0T?ux!K|Lo9V?rpQccRcvEs*QP&wl-Rkst<52tQc+lZ;XCbJ8&Q$Jlbx
zV2H11GGh2y^|MX>&W=^-DXiJf*D4jb2amg57}az=jd6yYlr(-<7uPuvtUxmru+3e#
z9dnYc-ivp|TMuw`E)K49ddB{ZmXi*cNdh^`m4|+(vwdV}i2eF*GTe3zu&MxzvOh)B
zamhz6x2Ka*ljjb8%CElgo)Y&0pLJcD`wwMj?{ZF(IsSpZq*~dN#=Xkf8lL^%t@B@7
zpA!3l8k6r}N_m_M7(dUX{Eu;d4ojsnWGxITQTg`TXJdA>SVY|l6t?}A7r(`XBNpBh
z%9o?wq}Kzh$sAyp<w4_pLoHx_bElJ<2LR1*7SXfz_iGRA0O(n3*B&%n7ts_A@|`C`
z{;xVvx#ozScbA6-(r?$Wa9Pvn$uxigVGcOj(d-?53l}JX#m+lI2sXQ^D!*HLdK}Ay
zIrmEo;t>dlNvsBk)eir<+zgxlir>+4(q5)8ShD+jHFP*S^VURRIY9;J-)f+6tVgjK
z`|)Z2!2RA?nv--F#v^*v9mionrO?oP&)mRt>e4{VCPFcKN-T-*_L!E9#wbr5nU#U%
za+9-|Y}G3Y{tf53*-QKf-Y3{fYQyUz%=Cb+?t>-@OJGb!4K@x5J+3zSRX>6CF)e%*
zL&O%io3>EfgEqRUI2h>M)`AD(gSwEs3at6A<Qw2<HZ0zdzEw+7b};e#o4LO1SDD~r
zc?0(NaM^I5&Rgd&8uk-ejJM7PEkOjj+2ihCfEJl;h{pft{@b!o$TfJdQQSh(-IPvP
zND;xZE?_W_nkmz6zYa*>>7YRaSKh;o3+(bM`z##J$<n7jTKQBnY=%2gGW<tt{fRB1
zCqT?ElRO8ztcIa-io7N?ZRuy503lY-YPh`Np9f41ZZAFu`u%tZfu<OO#W|oGor`T*
zq5?nnEZ-EWUh@oq_*J`GZ{A;b`crYu{Rn_oJOo-Bb<y*5yX*|Uq%&0!6yjIR67v4+
zf4zcFJ_0MQbo(BdL36;}-x?(i^CPm0rwGxb<lUSE`QZBkZ^<ilEgx(b!<?TeHemC3
zh&Kr_SZXcGy*&{?euDMEtq<qM-TvO*?*8_i&Svy}X($11_#Vm{Rx?)i_&RQ}?!~in
zpum9|AvOh~NgHTVcPe=;D&SR7#qYbmJ!aghoH3@W0`XS^IuW{|ylxJx;i{hx!~BSy
z3~6Ii9-+(Qc?$->>dqIOKcP{meEKF$j{GDE7{<)+gVF@oF2BgO{qyZk$Vdr>Hj>Kf
z_&Ofnj>*Z`8VbC|$1r;d)$I1bM6IL)HB+xa`vae^+Jk5j{p;h>RN>R&B(AIl{IM&*
zLs|IAst!<fX%5slOIjB@n)kGvk4T#~a798rbcNo5wu4lKZ%e08Yk^`SBa}uMq2i?I
zlD4MGkW2Vj*``^5MSC|T%q3PO?HJI4Lrr9-v)xxO!A&H~0{}IfB%F2)87G1`Uw;sw
zZYKjNPK*GOqDTdI)z?}cGnqybPc|l1J`ej7E&@{dU$S(ni@*JOVwB(_FEYV!+boKL
zXHVI)5^epyie;Qk)a(@Pa5Vl<MjZ<W_f&Wb*nNIe{`-Ht;$F0=B~s#A`3eg&Z0hY(
z%i5C>69qIV;UNOnPN0P|h6=us4Qc}A?LjB?p1~iv8$fFHu_HU3aR_VRNKzrdx|ZT|
z-L3=o4hcr!5hnvVM3ch4?A28VqZvdz{x{K0Z-y5$kb|@`jk2SxWA7Kjyt16H;eLDC
zv0v^4C1(i`jIqdZZ~hfof#OS`JI6AG+m^P$!^#PHDx}~0tK@ER&bqy@h&Wj|IuOD@
zSIIx}ZODwQ;dZIFm<f8A8k?Oac;~fNg9lQ0IAr|BA!-sR2FCq8LskrY?Jal&D^|s5
z3Du1}hQlxEF*stLA@zHJ$!6(`y!ubE7j7YNl0z8I&G4@@frAz=Y$Vxnu=J$JPY@p`
zgN&1;8W{>Q3iuHma20%y4Cpc5g4ysX04cNzG28!$eHJ>PU1L&tDA4loVZLBDjo+Cl
zOgf({G7w0t*z<gVdR5fBQ?G3B@fHWE9m;xy(mnqwua}QJ0Wp|@tbfsUg`6{(%jJ69
z9##xgIc-B6W<J_j5WK+HV^5HU$2jH-lzutczTE?R8ZcTU@YtMqYFk+lB4Xl86_Xm)
z!hYzspi#mi(_Z2BUokL71TLzP@#KcyyNrSvuxEQn9@i?i4g;YD-RBspx=2Xov5}zU
zDY69Y<r7Cnut~l-#*h)gc0q6rw3ub<h~WFce=s1;1eR4g6tIC0%KA5fZL{X|cPpYL
z!ss1XR|o2h@2q4W@xfGPFK5p|Q|C#K%syjC;qE&078P^~k-Nfns}|k%TQLMaEH<%{
zlYK-*E=Sfx9U9L9(e>x;QkcNqS1>0IPAKx55%GAfK;e+xOf9!aZOFK#6w7m+*^~_g
zSGI%oP<ischXNVGLBTIg9*F#>;lk(=zYDTLNsFiTlWemb6ndbNw@9<mO(9P;=8>l&
zL`}!_)mFh!)5&4MpegAe(tvQbhhst85t;!=ygT~*Di`{eROm}?irw)hAYO{mIZ-{N
z#U1!27lCWLa(KK7L2yG6<TdXx|FZA=Kxr8og1van4Vs(?YSQ{=s)3GEr(COH*VuS}
z=giUighkiKu4O=;9C;)VJV3=jaTTiCX<;r`e{w(718!nrQxw%hb_isK%N`X^k6XZJ
z&5yfj>>;&^2VqaN)4Uvsm|c-*6nep{&Ce9i!RNohAV_UsKba`{GM>LJgM4>Z)mROR
zyuv?64gl@c@|LTmxz?X^^wO8<hPZ;#d4EV4qyPP=58TiW0%%v1ad)tm#(@Zyq!oWP
z)Vns5Ech1@5{E=_l(T9=6iUvZTrmTsOh4sjSxE*3D-&?vRF;sh-98FH`(Or({gjt$
zI}yxRh))xccMmq=b<lIO&u992f#5w4L?e}?4(_QQAh<u%`~Ya@I>g=XUsVKvK1SiS
zGWntCMk5gIW{G*S;sCRN9)U&u;VTd~!gV+ZCCuP21l(NA@M%i`QaH8~Ij%)Kl+37~
zH%N1Rv~dmKS%o?54a~C~Y^=meym1E*5I-IvwOxCE?BiSwR>;$g(WmgxL9hL=oW;`q
zTuyiK=ZQkH3&hnIB7TgS2ROtA#vkXRfqlZ-pVI+tJq0)?XwY)42WjxL!nRWO9_AG2
zw4A4kQyclZ#<FWvecPG=>m-kww_ltO!Ds6^U?DlT33F~y#Ut_on+z0$yDUHM0KS3p
z$L(Sn^&GIRTBwJShgbpo&u$M84<yo<0n?s*H*2*3h+TuGdaWHp5~1JPC~Py7XFvX_
z;Kuf5n!9;i4l-Fd4stn`tct$uzgmbECdj#w=I+K&uk>(!E~XSY?B*oxzAq)O!`=by
z@_O-pUzKk)n1y!a3Oq2XEcG9UFc4vTKNJ8rw1QUL1!>$Bta!d(6OiQBhnkFP`?s~!
zer(`sx|Dp3O`M~7KB5!Gw=uhI_~f$?UBVN5)-LI?P|)_~-?%@P7ln1%_e~7<)mva&
zP+{e10SNi1j12P>zUcriWaV!5M9<leQ{!1JKca2!ElAU|2yq0(T8%I|SKE1Z=33Ny
zz;3zifnBmmloTPa;Xx@x8UpJ=VGSwEe+_LTEo4Yf8RCDnE9;j*UyJmCWcwB9`%JP(
zJydnxE%8$|%8sF(AbR{7;&SUh<<?keSZgAXKo0)zl20B7@o|{fhNP?ja*gedVq*sj
zgACia{HN;}$~1Z7oQI&_&vi`9p`}Qo4ne|OPz5k$shvJ!HL&}meVTxfx5j_5^q>mt
zqVAn~dSp7KABBa5RxvT3uy`~R4rL>IHAau4tz3ZobE3~wE|OMNZ2riTT2N5(P>NY%
z`#abO6~bTI{4t9x78{B{mtuv9JOdT^7s;gn4wGpA2jT52x&rp2p?>`s#Jp2dTzW?W
zxr*Xs&+scVtjWUJp@GZ>8}mYM6VlWbK{4-oKEFBDs4DA@+(LEebhZI9_2BHyTU4Ux
zb2o<*FrCM7@%Ep8<Q+B)_y`sNWSpU8DYOJhA{-a7Tov%_*jdnlSY~>Ej5E?7E0_+d
zTXY74m-G>S%MnAyscu()v|{ZxA=*z-j#~=!i^|$x$YewBL87i4F*W%K-h`5z*>Xjs
zad)5}DnVX{Ju?aOU{IKBSU+Q6EFTh5_GW1y;iclgIcz<9$nq-9<v2jIrg0<D<i?eu
zo~9+M4M#ZLAu|T&fmkbqy|(Zv{Uo!SFLaozCAJ?6_TM#LtORYdf7IXOq&5Sc2cL{$
zhwnja=N32bC8$p3K8X`yQ<ao`qKMf3p~H=dWGe`O96h~20>m*sDxx(r=A~&eR|XAD
z@>d}p+pWQcwmsR^HI{%cML-#N%9HAgtej$u27+HzJCW@j_|OWhc-Nd~Pt9gn^k}xG
z2nz|wygzIAYj(a*2=ny5EE%BDO3R7Yesm7F`{o|z^)!}4gUMu(<H?^KxFHqbBs1^J
z3QNEYFJWGQ+MvD+)3br8{;%xA8*`7%Z>|%=#Q2wUpd>9dWh6)s3Qz}};Ip<<{5yYY
z=V`Q2s3!*x;EiIcYlu3moD|9MmwCgbeicA^F4nY1K63YdU;b_l?}JPn#N9%;2kNq6
z+sw2lgq%b6uL*^xHpTo6@Xy3IA*mI>rnmA(5(xCTk)o)jtUx`G+Zv$TNn~#Wno-`5
z&&ogW!F<7H98K^>_uX>v(_}9Lv=Lqa5!}{>LG~PKm0^pc6>vjQXi$M=MXw)&UYIYC
z4QA5sgR3z`1ON=ZmQUgq^ULfg)Cz3x-L%^_n+zItwiip#|9Wti>U4&lE*yaJ*8tU6
z_7hpSIhg2CzDE2MxS=ERg3}H|;}|~>#;YkpIlr$T8B!vEHb&;f6wpV$@LHhmW!771
zkX+6|;>gu{iSGsf0nrBqFGXw!KrN6zpVcjWd#rYUcT42iMit^E_@c-V>cfqH#~So`
zi}9);`&2)H?X+wdnu>C~PwvoEz>okFIwjsWoEG7yLo#Zo#p8EzkdK3@A^S*s3ra$o
zo$P2~^CQo{6o<V`jTh;Q4#Z^~9Fnz>9YRY$P&_6wRy?jA;NJO-Ng?(d(%nlu6fC?2
zv7k?iL}eF2n~MO^E~~k=UbV^`eG{XSFWI!T+X{CmrH1s2<N+A3l={psk<8r(Y2~;s
zRNIO~Lg@<dk1ui*6O2OSV9^0hkj_}_Xkub=;;hjKxaOS`sGiP^vL@w#^v2Tp=30!v
zY>gT;8M7}q=v09w+(4HJYuP}<>jmcnK(I>z@`fuyVDS&S(!F4CmJ>kSLyZFt){X&r
zsD+wo7X^;mu;$;>6+T}t>_7_@0rHCRKt7s#8K{9a>wXcOiZ_*~LE85%PbM*h<w{`j
zb{;k2<06Fw2yU%AcT>e({7!(HO~cF_fO7k<OIhRkazv7;8Z`H}%&NV4mh4JfU;A+i
z*ThTjjH%(G#bUmT-7j)O=nJSsO^eVAssMn<6C&Pj7I9|fe}u7eAdxNCf)~hahEwv^
zbu?H_>&2ZK0TNt5z@i^akxC)C{0^urYCwNbdtK>9pMn*gtT(MDS++Y}WX6*D$FK%#
z)Qw%eb6g9`W8VNBQuv~fEtGx<{|yx6I`*hk9pUO`6oTh`{&_ixJ*WHgv+hIjcVJFJ
z8E`JWzeT}CPQj|%)H|IXH`ky|-GZ{e_94#aCQ$r2YuRxCS)&G|Kz2GQNKXQ@G6dP_
z?DvGm$U^C@FmDwZq$=FZioWqJpoPZUn%rC*?Sq=cp2Y1UL$gK`=;pj7y47yJc=}&~
zoG0Tq(`)<z_i315nXiVi!<X^5kWdWnH|?EQ`$wb+26;QXcA(?f9uU!M*OCIhnK(_i
zX(HFZ!=G4|pE*ZQHAfYx*K+g2WpwkhW4FJA&@Pz5rjBd749fbGujoK32UBobtk5r%
z{t`LZB@*vAz!bC%-*u6Evjf@e@31YEG^|k9?9(FXBHje~qUODPAvf43{~^3008B|m
zdcaf$H35C@Pe&-x4gu)yvxejuqQoH}gOB8z)t^q>`AbnBG4haGhHM7X6>Xh?&f!q`
zywd;75h?O}s1rfAOCBsXI$~uI>v2FQ=Ni^qp6*T|l87_lA6^g6nEcv97r6PV^!_3P
zIxDdcASNB3$@>#|a-;}Mo&ZtR?Ux--z9y&}HiW?4sy8I-rSOoFOiKeuhL@VXu+a2g
zT)_sd2wlWN3I7NHHQfj5f&TvGkc^eS1nV8~;MqsU+TAyM@aIUfnJ3}iN5{oo<UwOU
z);o;E&eB3yaJK;sLIyDo6~2D4;^{BUsJ*dh$X4`9pJR~K1N-N86S$RMK^&R$5KgBU
zg5Gs2sMN1@e*XglX=;`ndG}x}PtKJ)L-AjEZ3_*004se%6&KN(pLYDj1#FU2k-tzK
z12L+w3?o&2=l}=Q9A#ZlRAan@r0Nynhc9JPH0H>=7B1}aIUf))1r?(QpTt2ttDu0)
z5Sw89v^)Y1Dm4=BIU>7<+~9N&k6IY*OJYxoFy0Z=!LT?%9`!&$MY59Bju2~*r5foB
z;&KD9Xlm|muf_WZcu)G!-^{+#7E$j#2w|n$2DQo)WNM3G^B=fE=@oG1!86$k{X!qv
z)nGs-8c)3=)RQ8;=hLjZ(P)yFEHIZ5$UAbK&-az5F*uhH&cSBU&0eo1wRp$h9W>7*
zq6k<r&^=JVJSJ(yj&;hD0muXTsYZTB%tkXII4Z&Ar?f={1muQ8J<vuPQHE|_ObIDW
z8~v?Pm2^~0+G`V<x_38#ul{R)SKkIDIk@9zXl3k-$4Xeq4?%tqYkk9D7@Z#FD^6<k
z>JkXo1JehfKlsXd_pU9-uigcWk|jWoG|W^zQS#q$mI-Bp%h~uZ$qp+4d!<6!7Jy6G
z{dxZ{%vqm-v=YKfur0ZbIR%af-M%<sn9d>grY26u?D`55Az@bSWKJmu2M&g4pca!m
z2VneMt){>Ax`_|~6X0Sq&<&)*IXr{ph!}m`2dL=fa(-C&-%uv_?M{Gw@_sjJ{#X0a
zkIc~He#(e5mGWQg(1=W-3K4Sdvtgd|cC-CqD9>c`N8bm2G3?0@JQRxTmR8`rCA|mj
z283<QbtLE`uy~?Y=Sr7G07V8d_do{xzQb%sSE~pe$@+w?$p79yWhmFl$5|We;lGNN
z6c-#D+7J@^0~LdHfJcR{j{+<ce9cAYZ&H}=1f8&uqjwah3~`C<vdaMwlh$alTs-6w
z$rNA{In0^?Zv#o8hYv(pgUbj>-5T&olx5xtA3HWb#4YbNKecKt-<t}mtf;8yEkFhV
z3TYg`O-<b@*ozfJIMA(Z5iwORr9xR)^I{F5o{fFRh(=cI9%)*=9vh1BEK-{N@f0}a
zHj6zCAoZpL(UkP-%~5Antvhfi#3^Hv0Et&uB<|W|9sLjmd=LWksT^eBur^YdKJUE`
z|BP(y3Bu;Tx)g-cQvq;JV7XSLs2~G}hyqd!xhrQ}mON2!I3F{_<=_OP;J-i@4ri{L
zfsn5)wLNY&#KpJmP01JPBdC2LycKHsfeu(zmsU_j$6A8<v6rMT@urD9t9yZ2$@`Zt
zz-8tZ;1VZ3$r@H6bPjFXZb}PPM%p0JC?{E`iW@Y4KnV>p+l(oGUa6vcf}>XbC5s#*
z+iO^R2PK`vJ0)Knf5)nRla6O@&XD*JskRnXN48AoYx9i223Vz1#vQqM5l>j=0I}Z(
zRt#E{%S9HDEEwoQg0hbH-n2i1JjefYfXmOATo8B#ng>^Bdpq<wMqH;IiLV^;erG)-
zlSLsLDurnJ?wHBaxFEuyE=5|!h3Bu17u+f|i2`Rl_k-?tQ3}|)#W?ZlC9F|?Khbp=
zVHXYHVUD%EP;!L))u{4t!^GTc1toQCriJ}0kdFFhLh`4m_6sX#dXDm9m)0s<9?|^<
zeIxyl4KXZ<uv&ifw!DCiL~NzRF%~39V08idB_$+kB$WOE8I%FSnj<ay(aKVzI23o3
zWI&>UJC9;1!k8?OwZHYRg2b`+i|%q0xLWpbA*^z@UWTgVYmkL+-~0tAf6GAeC6>wU
zNw?vRhC_d^ubGbu137M`(!ga8-LKt?CA2X8)RNUh?~d3)-U11s-ao&3pd`%=O~inj
zNfw(Rf<c)1d`&elCo@nA$1Blz^M=hAptF{x-PFA*`8hN>rz<yr=k-|GRfASqa+xEb
zzgM>=R$cIKmE*mCM-GZ6MT0e#K5Kw#H6Z!=N(5|*eQxFM{yi*4aCrk?6vO3RMho)B
zn)4+v-y+I3Rg0m{*kIOs{gHr(;8X_WuPaEQBAF|gp(S&NoWF_^kcci!v>*E-1#E#c
zfbq{$G9`qP{7{TymGzJQz{5*)I<Gzof#WqP*O!}V^+dBOCWSGgzq`E7OiJ2ug0@Y3
zqG(bbS};zEThS%wzbcQg8xRuAnN`hiR4%$XlfYB5&Aj!_KoQO!<PwSgN?aA3<-xU@
zChJ#yXXC2pe)snJ(exS@AQj>%d-cQ{%Y@_-TNKGwyEAFg7k(-JL*JyqiAbv0pE75R
z>NOYjD+zR6G@OFp@r0=)UXo?P4<r7qvlS$>JWimN>f8t#q5}*nP^=g<b6o7*_L2D#
zm`?gd`I=$B&>KijANCYkk?IZQgR&s-y)Fq~qaWoE0dbV)V##YBI<6;NSA751vXcl`
z;RyI8j!g546zM>2OH?(h7(aG;DNf2Z9DvyXS_LPZ!$E<zoBBma8<^C@jy5_hkoU9^
z%oVT^f<bu-ELX;Wzk;+3(cy1#C%+_$4encic>nmoZ<Ah1IJ^o(dzY@qwPk;9%(Qk8
z1L1&3zessYgEsZI*hpMO-kk)4hU>nve{$$YGmwD_LcWIVi1!Adn!X61sVTnNF1VH}
z&vfXbc7(~@fj$5msK&b2S{F}M*SzrjK8J7ebD52LO?cKj=L9UBeWrNW*;?<6aYZI(
z3a~R?VGH{O3sN)aQ!Z!O&D$zL=~Tq%$yltaaHOw3U)rJR3QR=3-EaXoSC0?6&1{d!
zeb^^h<73UmlY_pZtW2*(QHteP8(14$I-Fg4>y$b#V;)Zjf2*fmC3&swea}3=?|Sw7
zQ>GYK`8iREf$QnG5+5Z<9~LY^nfy=@B@D)70<&XCBp)C{jwZo|t%A0!&CiS&K11~2
zm}|7E?YKg#uKOJ*EUN$YylodFhjn0)rH}xFllzi{KK6Ak@Hi(M-Q64Kx?N*0BazK^
zK!*wDJkT!FT<(SB5NiW)a4!KyG2~^0frG$KV~rnMpHs09qw(w&S5O`U3sszN5h!+b
z9ZBmm7s)_5bKM*H{*6l-I^bIcs-NrH%Xcp`ynqp$@Kc4f)lw_yefdeduj3;L#dl(@
zPOGa=4wM%$cn_PHtBnTm1n8)|!@qgxls!fiJ?{4#4Brf!o;iLNiP4xvyL&wlgf^(m
z5_F3}hwUXs$ddG`80phNiN~wk@GPiV?QdT;37Thd$)Xx?K<5B=I{1vUE<U%*N%qaq
ze8`x(8@y-iDFu24Wh}+FvnUz0&vyFLDF}1B0V$NA)gW-PW`?h8`{HP|o+T)|J?w^)
z-D_z*#5*eo^Sb}!OX5*h!`aT{;Oyy$eap+E!Blly;Ob`4U(1v|WZTPCkK@+wDWd>d
zce9)uQ2Wm(;qWrLQ#3U9$d2&v!Y|KGzeu-ymV#x+n5az{93PWU{%m>1E3l19WD^c`
z)6D}HZNv8o-m_`%jTy67lMccLKh>tzX$f+2jW8}lm*CnXu+3BA$NZ?_S`tnWC=aS#
zMWpAg=%~mns0{mRqXvE*SQwu=qC%65U5-m8`JrvvLdrxxT<VfWX(%g9Ade(p)~@wC
zw=yPEs_WGnu9*o%5JUCq;YioB$zz|%cpW%Pr28REl{3+M(;+o8Tbm~3J=&?J<9bYk
zlxeUT)2Z6&$u}0@8?M)=+i~Zhz(18+I0OqfS(cU_e3EUCA#akfoum!He$vr=B53mf
znY@Q<(TI|eCL<a4CtAkgPelm|>ePS#EdbmFm&=v&CgNiWU8Jk=KB00L|N7F9;i|s0
z0~tNFwg}txz`;kxs6^w+f|>$9L2LKk0zb*oi5sv<FWjBZS_4ktDpFX<=*J8M+LHlt
z5oi|mK&Qx6-{5^_=TB7+x@~%~<}MUH|DxtnWAXZxjITyXUSRgv3n*2qWD7@1NzPVV
zZ>q4VM%WdjR>nR2@TM;+DejwEypBfGh;h;Nx?S*Qgx)FW3}rIFCPV8<$V1|ASZ+QF
z<zHS7I~?)#uKW(teTs}^F9}6PaHs!|5C#|J64uZ@+~tauZ+l<4w0rkM?&_KJO~s;V
zZ`EJr?7iQ7UH086?BR#U({V~pyZOIrU@xV`Y>x^Z_q>rxNlX@+#6jT$i}Fr?+V1#6
zJd9ZRwuN{U=|?77YXriz0BeNdkD+)Rim7N>{)YB1ul15%hjBH(Sm=L)0>hrw!7ur~
zSgA*@u>>y+Hyzhj^EP^PEu1t(H6ctN99}`x>6Lv2T%=j^+>I{l;IpdF669&^u?qYU
z=>rvJPb%W<GBOWaIV-*E$y<ni9aNjod?Mf`i-Q$-7w^^sGUnvW8#^|9IQ^z<ebAnA
zLWe5O@T5Xv(794d$B^Um;N5d$0xK=+WF{tS4Vh*xG|%8fRJX!w9sDLvvPw7aL>EcP
zUQ5t_cgR$1==m6Jc^WR%kWe{g=SwTEc>b^6Qu!t`&4S>m`&g(vjb3?bgtm3fFY54(
zW%Ch5Flvw07C3dk#Fldz8>?JIvt<90zCD)@`7!lV!_CjerZ{gRP4KWg(<p0u)z;{e
zcZ`#hs^9(a<h%VlS}-jC$rc}dB29nP4wtRV`@_w_OIAhaoC|lI3;3qOzk25-RGDdi
zG;ZOwWH87RZd%A)U>C?ftDd<mxojiusY_SxFxPF?dRcVJyX=isTJvGZmft@DMxm~Z
zXY%!JxzEKjW_|REkskyZr5UAqKlV&4jJWS`JvkLyME~_l(L%NvdCm<(0D_h=Y+Oh7
z9gptiwynsh*^H5pK}n20|LfxfCYg$ZJ<yTY5a9GBh{jEAWvz_(Ht;-exTxfkJ#R87
zsNxsY;rW01c~xm3^BK>mHLxVCz=q?XdXxAZl;X|=8te#yR_#V2Q7~|_o~HX#TNm}Y
zze*F%ck0uHdB0*c@6|lpi$dU<H<S8@iiE!unak{BaQYTIm70s=BiITWDFM?1eObuT
z?JB5<-x1TFu6E+oPO3ciTmr;fZt-V?3?scX#U}WR4x#6Lz8?~ECU|G7Ewr^Ve^(ZZ
zZwLyhh)Z$&$do4=NcUk=0e_yrM4G?#uJmo|;d1NzX+l52*O{n)jKf>d7Qk2`dQm=`
zC@dI{r30`7MO(78Cd0KThED;#SHRG^{IZ;}(S3GG?S8OOKM!g)PBR)23Bi@#?y0})
zGs)@dRM^tYdlY9CIB$NoNIm~)4o>KwsSaqPG|9d}{tLQN=sp)=v&7%#n$_lIpDVgN
zV$~-bvIN893C%Em_Zn&UkxyqWW|h;^Q$Y6)KRq34DwTUGyN%I^sdy$O6A45w@>kWy
zMj-LqL77q>fH`}O@;X+r=Mn|@V;cnmIAw@lgHuB8E$SmUDux+2_|?9kl}|7m^CRKV
zdy4!kSs%g02G`qxkEfrVP~VNR+sgAm65FMtvQ;+~76;B}kg7^Io(k!Ev+amIWD0iC
zMuJavDHbPu&nI8;Y9|uC4wy1$zY}ujMXC%^$zu}u1~@3Nt)bH;P@iH`+COg@JxOwf
za6+<}N0eI#Wp-v}4pg)*d`HC}_+OuN+S!)gE=fRw;hvpBnCsQwJmcGTMK{pOiIb#o
z`5(Cm$c+9Tc5p##85*Q;cGc|;mRgPD4gw3C-$t_nmmUw$yOiVFXXXIQav^3_qbn?z
z9k?N?w}eV*+QYS~JKOSs_t6|JngKQPe*cl5*2Dza)2mB{Q*izts@^gzi|-2?1w<*4
z6r{UDTDrTtMM64MN<g}imJmUuJETPrL?oqK2|-d)Iz`W#-~YYNd(KC^@L`^rJ!`LZ
z*H%Osc5y-3B8$W@>x6FR+@z%Q1&i1{!O-f-RfLfOV5c^cKHD;^RH1bcmE0=fKjlKW
zbOSPu&R~}REs{qm&Zd^|n{d6yYHels+~3rgdEA{@qZcGKS*hk}0^2&I_dQ1=8L|z?
zD%k(yyD>xL;VBbY=~#0xNLLIX(?7z-dxcqjW&776tb;Yk(jt8O1)>Th>PTpes@w!H
zKI{DlWa2}tJ-&y(ivIUK3MddM^0Pp}W<LDtBsB=pkRvPP&<oGVz|@pM;9#9J#8G_f
z*(9A@WYd3<DFe_fW_!Ky)QP)VhGAqgmYKl7Beg^C0*v||h+n3~uDVizyo)mDK1P~0
zen=OIS%oFF?f+0aS-_p}Wt$gtG1bAKka!B@cj;CW*B@QN7`4rBVDsNarjGf|vBKE*
z4{Xl^;4vnQrD(<xlhj?U!l;*ayJdWn|G*bgS}saZk62;~c7dsGQ&#$-YSJP)bt?qI
zR;KP5V)Zo59Gh|>#9RqHdZEpMk_TQgmM}G+?r_(15_&miD}FzvvdTUIVf#G77W~bW
z0yfiYxhFBP>I>0HNn%eGV-Q`<)lv+Bsq#p->ED8n4nl~F;1rzZ92<>D{s-ZB+P5=I
z1UPC-QMpSJzwqo>8)hg)gs>mAlfNpZKokC(!#fAFz~&SNIsBEVfJ-GRFa4IlJLl$b
zTjvpB(PL^qBqaez=h@_8AFJ`Q$PJ%!v!n}QU);mnqEV?i*EO6NN;z%9EY-lZkavye
z(?FfF!{I=dA3HkvZ7A-FZ^(|z*D$vM2W}hm6YH)1{RcW#s(7gf#yQrP<Ziil3|@<f
zfPvtTE#Y_gOpk=+DM0B{@0Al6bePN7K|aSL1;kf^K&zme`M8+ncQJ9UN*7GUC`Lnf
zd@F9KF)58?R+gZLJ=)rQ%Gf5}N4IZUSW|{)Sa|v7gQ;!V<=e>^6gudH<WDo6uTMAp
zpS6XDw5=cj(!YU*U?X=G9v}Jj!{}$&zzy<Cs-bA>rZ^|7Z1&N|!*3<#K|!=#{#8Nt
zi6S4@qc*Bc_EDNiM70GU7LP#1%Y!j~`WWckKv-d5mA^kp$<3-$DzwS~PN%kPK;c#$
zUz)FsGVAN)B=a5hd-I+K^SgBeRplA~yO;?SxES)_3TAQ&)Wc0`ai7O>o<~RHTBld6
z-5jl{w?OJMZSuV`us&}xDMeGX?>BSWyImqJaoz>j`TyCZLQ=tKkvSGKS^ZoNWmXI4
znZ9|<=9=}tr|7s#-)d|)rZSReK=;U9b_hVhF^GI`HU$ldtoPc8%9^wM4{f%@?8W(!
zG*ZJvz*9;4u;K?AS>x5hKA{pK!+-ACe-iTEufOyNlqMcuB5^$sHUEl)mV}E*GpM0O
zFFpahn=UW>pEm%}s7xX246z5?!fyhi1;M>J6pup7)FcIW)&UCobqkCZ58gHv9Ftre
z!gkZJbwg&OCMy8q5B?P2kEACA^nRV*oh|nNJT6?gL-m6t-Fk#*_#7VTY^9bF{0N}8
z3v<wE!(SlmD<1C@8Yw++`Tj!{2;zAJ>))Yl0N7Uj6rpayZi)7~0#=dUy0{NAdUpVM
zIWn}!{#S!(1K>q0dZa0sM^9k6&hQYRevVpsuUe}cmMv&IAlKOih`&rzE@<kju3v7o
z8r?Z3G3SrRoiWaZX@>65^E&HXEx`K{&?b9KYVeBhKbH`=U+8FA3W_qhy&7L&W}H5w
z<1_3NTJ|Cczk==Yu&;Af;6R0ySyt9yj6b{3lW|&d=P&3Ge)S_(ns>mQR_z&jYU2C4
z$X5QF3zkMqJO95rm2HYntCjW*wS+hrrkACs|3W_2FeG2MN=y+KND}^4U7_(qwHM@i
zJLPoZy1X4@qI~{md*0uXWU6dMl%UYBS;mijTZX*qpQv5F!pZGc{{*a{e@`G_iQU^d
zejulk9!HpO0lmTm!)qbtGGpbVBwh*B5~5{(zeaNZ{((&@?sd+H_zP+lyEOXTMvb-4
z7&Mf}3=4gT82ZrzShgnLUxcpOXsJCu_YdtRB@7$n5Gn*33#EsD1@c1nKvIhat1lIi
z?0x7hHP>U1ZlWy!GF^~DNtvE5^W+tzu+(0Rl<Ki)4Q;picG}yrALapV97uBlD^YCy
zmV(tJBH{kz5BuR96q&7IxnckM?5SaE?_^L57w7S4KyVLc)|f959lqo>jR{vT16ZCn
zWTiEgaRtaWRbBBHdk&FYulUK1zx<4E1)2evBbFEeAaNQ&b`;j{GA|>Dlq7^KokAU0
z8T<>JAVLaU=A1dG(`9b&YbN=p0Ae#xlk%cVudBieTxQj?I|={JhlBi0D>Z0lyyUT{
zWETM;O|)PX)lbF-2mwGw<!dvwdJE0h?9WMK?s^!J6Ug3-SRultXWWI5tRbi8Og`$U
zn6?i)2=6&6O3IDd`--}Uf204Pj;|c$Pyf?BKvxQwsi#OX5{P>i1#~ct6UCv`h&e^9
zSIA<i3;~^CCGRk~ZE)~+!5b>KrMgs>9|c`zy(6vssX%(4xNDg4CgDCGT|OP^%{RUk
zayVS|+VbdJmH9nM#64T|1!JHoAYpm{!k*-O{nR^R8>9JAvw@d8^Pqa(y@5-<GQ1A3
zs*=e7)>3G()Q<y8{a!l(3&ZLERTPjK0+-q&?nI0m*$%wR?z8ajk?0by(a;8p^KEe7
z*s#rt$Mr>>UIM^t_T<1ZKv^_$g@}ubd<mw_xl>%eS8B#(EGO%*ixF@Q*G=3?zJmRI
z_I90cZlq4jO;ra6bOgY?j3SHrAJoJR{r)O_vAZlS23nETM?{tl_3jPBbWloPKc46<
zai2SK7iT#Jh@<E*z4Az7++S8Go^k9(Kv?wHJ7kW1Gvy9iY#k%Sa+5twXyLnhTWnBN
zwwh@$2Ia1LFF<DFudivpgTcuG6WSaKYx0R0Q-<JsXJ8)8%Xq!uf2h&b!UMB9)089X
zPdZPDXD8|ddhzm0&&frK0uL?LDaG`OdhNJ3=04Pk0pLde0_%K0P;=85kPD*nOu%Yd
zy9M@(2>+YRWND8vSN;~NT#X2}8!B2Nq$pyUqqY1n8*P<pyar6N`I6dFQVL@%cXNr>
ztv*ZLHr3)+@f#rPBJ<^uQ{}ym6yLd<`~&y|{nj&)((4S_6UiI`<A{k#5)@h1nL5<}
z&7%0qba3z3UhCtQ@}T81y!h_W_V;3oTm7!Nn)|H|{6Wxt{Vke&^SVy5)TdoewC0eJ
zktlTf3ZyIdYi=R^T^o0u$Djc(<D4Wg+xM$nR3Gu6ySEw(7~h+ug1<n12MYL&x0GI$
zewdt1i=jHJodpj?$j_lP&qM!5G0$<@*;wNbi+K+AtNzNOvQ<p%#GJnEsY)}2*%=Ui
z<Xs@$*PB@^wR6l&`xGQo?~#_%w5Sj_8t^zTf1Br$#&uJL_%TD>YDJX#r#DNkB4yf@
z9SQ|P@Ws%3sE7iqxAyY~Nivv)G^_U8-Zg%sKC%)+kVlrQ@^@{14`Z7FkUw`-<}wb*
zc(5KHA<aGeqkFT^4<wP&42TG=w=TcU;5O=bM?^eO(j-4^qlQKUGpi?DJIB-SLdK1L
z%l%`Urkz!&CsYmg0WpN^KDDszUd*`6MU?$OHi&dRO_4%v!+BDq?qP;7!!%Lf$D%!d
z7Z-I~T!U5-W`r8GAW9MUhf`ik+?-YRcg7rm_Bk|F0=P7ET6Lg}Ff?FHh2`8%L(Z&H
z5^*=_Orn?GHN=!*a`Z<xgeGvI&-wumd64{nF3kpnicSa4wVB~Dgg+?+NXsEpkizt9
zMpwaCX}NK+2vzkmbZ<~-)+KpdgUle!U<LTg_^&loth%lTWP)ewDpk=a`~K!c-z>(?
z{tFn?VL@o`U(h+Apa)(Z8$Htfg7X!L^9!LzpF#8-w+NZ)vC;6UI(Q@aF1PEVUfz~K
z@-^t~S=hTTv$W;cuKxv?)39EG-6qIae2$>w?xd+~9z|rU>Sm9}u*7-_?Cie_W>uY~
z(Om)?YNW4eYEm_aSBm_5#3M3;Fpb_HJ;SP<3IFdjCVc}ncGZOY4$1NX6zk|RA4s~p
z648`i%jo>E!Q3d|Hccf#?e{Bp=;OX)%AOkL&zDYYin>*RtDb^z_N-|1`L~`6ci8$a
z^+cNP&<{QVT=ZIiQUmb<<>BP0#SgfuUGO2h=hiKb<jP&0`sT+Ax&O(wDeMWKA4L#X
z#BV7NU4)|cFUB3rI|SCRkyyJQKi6ht`5xsi77?h0wnU*3tVD?#ebj+SE_t!dH=0x=
zf1`zh0P+O{L&J%!@s-YX+t(S6U*Ij@QA2EiCJlFdk?y#5%u7cC9ma{ke-*1vA$wNh
zO3<U2RdGrNfPTT<pK(J0Wsv#qq`#I)A2NSXa@;mQw7Rrdfl1(GO#;b0{PY7_eac~z
zKmT$*l}d3Xwx@C>2BSETp&Q=!GO!m)0{r;t&=aC8LcC)dNcEd<TNlB(evcY7dB51>
zqOb@AtT5=qg9bXO1wSAvv<-mVT~wH8Mzv`<-hHeU1AOMsIRFh;yyol?=CsgaHRHX`
zeuSf$U2`pHBy=%#^4$Zee_?6mWk@LB2RF7>G)&8v7%G@uZ^QPkBR!S}q8J;#@qLl#
z2VTEN!c=qqUDth4uX*AB1k*b92ND<$Yu7hG@W9oiXR2SSX-Wt+CH?iu6y*`n*2@?P
zPfsA&&plMyMRf%LnWrH4Y(rc(9%~xSR*iA{&m6F23BLwdC(KA~^8|gMKHz);uB$I?
z><rnU%~mVOwcHx;d1lA(Trb8~C@P?I;v5*%WpBV69Tt46&wwnamt_~LQKfrhj+Y>7
zcVQ*sGX=Ulm7qRzb#NB$0==HlTfDk_C&+D^`mU%uAFsez0O!MOR}Qg{=r1pV_~&~a
zJykHl+Jbevu#hl>>gn8QA_vWReF%ll&DOOYi(H0IJg$%cPD-NHfl&uwjrS+Rr8cLS
z?|qFY@Ph=tGrup*vO5ZGl`^BobD-61^B4S^6M*<F^UGqStHIoPwgn4y+F%@&)2Ti}
zYiWguHO}8X!TWVu2z2QQ{oZ%ge)6yK|2bD$;g@H4vyM3Pzdf}8e&cT;uVX4uN<~`T
z)cPy@SagM5P($Mx^0xHps{xIDDb9WQ8CS)+FYO_A^|p(3u5(rMCcD}}5AaYTTQl`9
zOk!*;!b9fi{DslOg)$JmxxA2Z*+1B?`(4<c@-|+@-Mun>>|dXUNJXu!s@M6gI>I|I
zRb3KMJRF*y$a4(w5?dtjv_{8%S3Kk+#9kd;jH>-|ORTA3%9KOhU3{UTmSf1tnAAWa
z7?%SH+<FiDQwwO>Yww$75Z9P?dW@Co6?>ni{a@m=R5qA)`vc|xxK6Yuj6KqddH(q?
zfNZmZ=4uZ^>Vc(~i|+oNhO2eDR&%13I>LRP(I)c!XFz;Y(s;9C529lZ(Y(M(|H{GU
zAPTYv<_An~_h9siEi0b?(fUkj+8Zs9E)wMWo-6vczMcb$D3?||vCcIb9B<#uegG3X
z+t^stsm~4GN$EXr#TVOuG0P)dS-poocG8MJ>h!;jb^N$sceu8nJImp14H$$kYa+9>
z3f%U{wUIkt3A(Q8QT%G#g)>4%sd}(%oBY_#Bq2siRXbaM_Ma#N+6RwRT)zKQr1g$5
zhS}duYt0iCt)PENXBy+VNi8l6nX#c)ZwZ99&+t16GP={8&34zsRY<_+D4&;{`u>~1
zh3!g2%`oJ7ND8s7eolS!YTz6T&!^jRIk;E5n}?wym5~g!UhAitg1FJ087CMWViywD
zqAA4heSC~G$C7XJZQDTIN^fSZw){bXqkE2L7)<h!pCX7-7y~e?Qz(SiIQwY4CUgQB
z@XQ83$0^dItI9y@U6@n&Q6mZ^^G<!B@*H=}2)$z90q)I~;->x9<brC1#a|bKUW%vh
z`1gWTvtri6pGkj@-vyl?xqqC0!fq|%0#<pix&gjeoNFKDPymkIkl3mm#%~!pA)>7A
z3I9X*Vgu;sCotrdtFlrZHh)57NIr5JTfmRgSP}K4RC6N}tS1ejs>uOaZoFH%PX}d=
zuN@0#9=>Iw7-%`ujn!;y?_G+$o*5uu-2Mq-wBL81R3HrS7qd~3j5>PD;rRK*bF6%#
zq~Guk><=fb*5n8DJXU{EfQQ<~lCf9)JQP1O=B1;BC#m`4&quh%3}px$Z4hCUHcb(N
zILEmyF|fYN<2V)Iqt$j2su6GJ`3~oAbh_1m{&DAP&h_Y&VISteUb$jCYnzz^VP87q
zqMg{6s~4k6G+xlP*n7rqX;*Omd>j`ptxt!SB($v_(;p>a#0n+g{j#28$hS;RaF}{;
zCMwdKbl@(lFSTnw$0b|C+uwgENNk=&8qaCE(L)n7w?Jn>mudXi#3o)abS^#!`@6t6
z?p9?4nT-l%<wNCd-yb6h>m3{$wgYQ@o9oJLJn1ezk6^U&rf{hac?Rm2d62k~{TTCA
z#a}EO{5xInP?=m2Vs=m~iT0ctg)lSn6{f51x26xL$5y}ONb{7jtZ4K3Jy<>;SiKXK
z9enUDN7g;gUlu(&Hl|aB)v;)2nKE$&2y-6_y()s}>t^%04dKFFDp|=|2a)Jv0(grS
zg4eT*`PHKT8NY$s(B}9h8pm6PUej4pW-IjM`a9=n#&B|syXqJaSl827FvW6Er$&6m
zSS=Lp2rxH?DuYEyrRf}AP2I`2pI^OG_&lyZqvq18T1Ir?P~)lR6>TgwPrqQ>d>Y{6
zTDy(7vBIUfq1pGK%ReeoYHxi0#f)?i4|OdWNaEB#%TA2g^w-YS2r=WiwwAkYnFucX
z_a~A}^s+b>p?2}wBg3Ez0TvT815M+oIkc)*FKSlh>Kw10W8Yw*n%7_}DJvLfbPs1~
z<QlHM=~4>~doyE}d<zYAj0qMh?)!U8owv<o@?32ksdipB5T$q3E%dSo#o9f?K9{e~
z4$m=~LFL$%V;cJG4brUGvW|*tdf4is0B4JtJ>MIEd1}_Cj)A+7x<A%lJlx_x+NBqP
ztRy`>-<1;Zm^Fg8ahzgc)>1K^eD&qnPID?l|4YS-k+%^RN4ZpV{YMVjvV7@U6t`J$
zNm8kn$aahLOWuKX*C3T?TGu%>7n|i#>#?C>C6eFpshc>M$+wzcOnZRLhm6&5#5xPV
z*>R)r<;fcHROEc@a$KW8+&cM^iiJ9_%S-0^I=atwq7)mwx9(#ST;H~hW?)A5X?)3!
zWUSr|o$>&`7)OJTVc-Bo^(#f3=T{A_oVK=O5eN)I3qcSi)M5Jc?Rd1I(}MChcZ`&8
zd}pD0){uay$%oIbO!N6isg!2m(sWm2lp#(CWq3H-1786X63@UyiId)!4Nj-BO6VP^
zCjMG=7+t<ynEs`2FrP+sBo}$C5B(@2jU#(+Me^<*;}Y!t_y07WUN9#IY*Hlq=SgT{
z7fwLvrBphC#6|5MkTU)K92dr8;_y;TRq{y!|D{uN2ur}PkNVcrsrRA9Pi4sAQD@6u
zG^Bd#dp&>B>Rga9+fujJs)Ts%aW79xzmHhqgxnvkUVUZL<(XFh;|NX0u5Su!<>hnF
za=W)6GB~cRrdp4xMlND8BZKT3Bk|Z5ZdIY;fsoa%hoLWViRyno;qBqZ<X8JXiP=f>
zi2tKvexJC_tf~*i1x=vr0huCywP<v>c3CjqkQ0e>BiKbwzI<3WT_GYy!rND5!Qp4#
z%i3B>a7Vx)>9-X1BpsW)nqB{F8YL}iM$IJSU%DECQPnhd6|uO~yyUt<*JxvhTiQ-i
zqA!BBzt!kG!O_$Vjd-&}8UKX)uG8-N3vHWt8$)yBNM?M|lh>T*voHAGo-jXoAuqbm
zwL!Bo?2RJpY^p&q!)wzm>=9kpCWDECCDe(j>1uVSTz0kN(&ukaLzl3nmwtQtOP0$v
znZI&79!gtAzVH@~ArUdnYkK*8w9;|?j5UQ1#F$q%l*wlUYCCZV{J=bN^`kFhlSAGR
zl(s{%24|Q5{+@oy_qQXx!!+@$GdfBzs*yiIaHiS4m&Ggcq%gN}dS<x^c!zVmfRG9+
z=6!&#&NzRb<RiI*9}A@0<HB`F4#M^HUdZVgH@-d;*6f=4TxTsteA|qfjizbwq5K4D
zhfV|}wf$Kw%Ka`#6z9IBErMJqf@k@yH`*%M$-D=x48`v>H)(vLRFv;3rab-QqYUIU
z3~Av?>?=Aqb7_@ZA_jSv^j)N?FB#AN0IK^lRzFsqcvDNcjP?!apRMF2JA4Wone2@h
zKp^o(<jzl?&Wr&ZF~-brbJ-;^(+IEcA0ik#bOyqc3?jlCHOgcpD|ZVR0=i?0%?Ist
z->5ipzF#iX6hLWXn1qLOzfws59lSyRuTA#tHB>WerTp7|r9^Q*7^_~@9jQ_pnb_Wb
z3hotQ*_$;)+H|^i{^bgZeS(Zb)^f2Vn0#h>iOgNtKSbt`opW|s2$V0~vgqt%nKY>m
z+-8&Oh^}<;akablp&3PlB|4zA6Q8U6XM!X8kWd6Blc`p3bxb@CZt3^bnN~;vI;Y)p
zdE}I-*JAX`;Y#(ZQI)rFX;p!MAqJ<s?yrfo)c3CiV)s=|p2e^hQ>Ot~NPC6Zi^X>3
zF;~mLSi~@ULw0KEl9-fUlIl8ct&LQ-@JnJs1|>S)TQ<7n=MZ_PMkl##^XRgL$fG_p
zbKd-lB|KT>+tab?o_fobfoq}TIHoG;_OY+734C$Trb}inOh~c)2R6OV=j-Bmt%^iA
zG7qzzm#XMFm&5qIQ^b`xt?Fj+&~aKu&6#OLD9XOz4q(wvkUVW9Z;=cMd!>?d_3}S{
z^#DovLF(%UKJAGms{`iuV&S)%Z=HJB>hDKmzP509<boNBC4bA^j{0js{<%D6GxfA*
z-aZ%0-~4ygVL<~b>=RRYT;Y^agid*1JY>~th~pv&HF!J@AnvIN&=N8Bgl^*aS{1?d
z!Sp|LZ#W}ZB3wJF2=E>WYz}lm-05P&{M08!vAplN%Q<78fWFhO$Qr;HF2u^Zo?82+
zENvW#2AYxuWT0V9>^NU=C&TfFOS_6G`}R)R4%g5DXJc`rx!V<+XPh$;msJ0#!>@0v
z8;BeqM1|(}-zVN|t*uOq=*3{Zk%4PjhB7MGkt6|pUKLB>x3Ihzd9&vtVKIX>_l>qP
zhQla|?~ZRSwNjtFGreLf{s9{{3!ks05%=3{?K%t1H-^le?PGu8HNBi~-Zn+l+Q?p8
zkDiS~R(OvI&A}$R_yZVTY>yWxjXUHI49z-RSv(qSPvX125fWNpLXN!e9N2{(7#)yh
zk_<pgZ1M$1Flzhz5ELEZ&k$|QO>kcCDV9m{g2|1c$@{LGs?|n=D4!9hEya1kyx%F?
z^tX-T@3RMEwF7+p`f>hw2DrS{k`rn~k9M{YPxB#?wsbg<=4XnI=3r}#mf+m?&51yR
zTq>ziO3Y#uhVZNh7lM`Ag)g5zfHds|=cO=0dRA@+wC_EXeW%OuimA3f4ASS6CQGjR
zTcSpL?jJv711??io#)KIv_|j?DTX@kCe;*+r=m6Id3^x^ilFG{5GM$bHVHZMEe+W=
z(xuHlp~BwkN+26gHlMlVd51(}BF<{R8@drFYQZXRJMq;SUM0N;TaB>GWb`~4DJ3g5
z7ei0~N^|$ERPB4)jdd_a318S-<t^F12%PvL-bupM{e*>6uhK&~dWXkzfVW3}&>!eW
zf^$avD;Q#_=Q+{^mOrACCC+lmR)5<sdE3DsKFD5#rzrV3)I-d$E=cijJ8Cg&eOHq8
zcwCe#pbK3?-f`IDVtzyY<}Wg+_=|`Rg0*Co9btnB2TUZ=;n&9v0_khyqVg-`_+q4p
zedI0!P_iwO6bbxES_v>#ITtGo8W`ms#ozn!jYvCPP6`}5*{$YWqoCPb?RXP_-EhD1
z5}%u&%2G_7$jmRwB~QZ+&nJD<BbkK5UJ28%>V5%deadQOPcm=aIN>l}K$p%<CB~|K
zl&H8YEE&Pe9yi5Y{+A6AH$1`WRNeoa<_Srit6QbJtn+tn%K`%4oEHl;&PvDvgl)z}
zdR#D@OM<*^!`!K~@Oekbs(GL|otl5g2(M3-k!hU2?z`k4y0bi4V~?Htb+=0N1Glx4
zA9LnzTwDJZ8CvO>jnhCS8Vjdf@H>mV|0asvptBp$%Tn+gfHf~TU*oiYgd`ay{sNls
z*UH%au6Ijcf6pS%?U^DY!jKIN@o4B}v9VWTi`Ahx!BwhFGc@g+&4}C({SPx-0b)&n
zMzncaAG1@CztHn90P90v+mKKb0OfyZWbn{&P`&6U6g^cXNFSDyQB(6*i$?!(rqbd5
z?93|WN4oy^I!YEIhIy6M@;7#<N3Q=oXZTYh5$o8!NBt9j^P;8bLgIfLS;+5~*<tNS
zeVKo=9bpf`^`jmByOa0=6+R7mQV%IRkg%i{h)JI}5w1{uADey(2<ky+Ce?fV?II1t
zEYV9$$N1@|`2V8g@X_edOhfTTM||}d+N(sKJleL#koO^9fi-ZbsnRuL3h#L3sL+e^
znb7F(2W_kTc&msN_(h(L?&X>awc9*aazylmnb5qaULsZJRl1qmevLSpQ7Jkxg$dDX
zQ*{Q@-H)dC(}ZO&5`>qcd$-=uo`3s5?|@0hA@mLe3dt-nR5hQ`<#-h2v|5qzDAB*&
zpW<g_X9o79%xp$Oxb<B!WRf?$!(UxZDw4kWWyI9V_YKfAwCK{(<k}J#r82=+Jy@Uh
z6Fh-iB%Ot@?K;YU$3ncHc^v`oKK9OsK(75hVG<dVQT5w|Uu`aZ0ZVM*dEBxS`fznr
zxa+$0O)MGO{#+95_;2u+i0|qiJNIJMh!aH9PlMYpen#P$;qx3UX1g-1RXQt7c~0&*
zdoz{p1%jQYAAk5y<J|pNEe1&HJm4ubFbLV4_MQC~SLD-#7m#Y)i6vAmuT;&u+&6UR
z@?^(M@4)eXmkA!0s|Q{7zQoobW7x;SAqiWg;e(7Z`kYF^g;E;VKT0*JsCbmZJYN&m
zMKcvJS(GFl8aekak#jFFzt~(3)vb%k6Jw;w)&h|tT5r$XSm8FkX5gmD96nmJ>eerZ
z641-p{|+-ja+Q#}yzX^Af%aF~c6GH_jAx}o!ovIz@kqOQ<HsJeO3{rB#taR{@IBxQ
z8nz82hIqc*6gf?^AF#_-$(A*{-`yVj739nKJ3Z9DSsM%EvI<>=^cFvS=}y^^-=cHy
z*7&yH$GGvV`;Q6wbDpF0v{Bf=K#BvLH+f#}VUa?6dWGx1UH2P=elLlHN|U6UFr%)i
z2t#l{fOmb?(RH+BEf+1fgYXmgBs^~s*-P7yw!^L`1@}GPh7w18{(0E&p!AuYqI7@|
zh6C4NLGFZiv%SD*qXuKa5A>ZzEK@^)&?ju~2Yn={T7@pvH$O|BfI9l*%J!V{qYD{L
z{1Vt7wlU4ZD|t=jy4w$f4PRfaZLv8N$j!y8AAVdX6v$_8y!-J!vYkMvF<?8m@EWKw
zR0ATHE)jTm!rUZ*_9`MtMsmqoez5+jw}#|NrBXGQ0>IUDK?A2zg;!8E=Iu)(PXpT;
z=~{CKz(|$=69K`YH%nE4qy8wntmwI=85wEg_V!GJv-pRq=_0D(+y2=vanW|<>gn7Z
zJVzhqvvn1OlD_s+1=r_ntMY!unwf<Xj?>)-oy=FDY}wpoHPZSs(Fi-sIb7jjV&bk4
z8CoItW#pGFWs`FIc)_VXwQ3MzJ=Y2i2Yi{@TWpNbx?I(mf=IwB7k>;x!@7pC6D{az
z>Ys=J)-_5qV+P~!rPA<q(YN!=3`z-}ikn>V3_lY)deOGs(-QAQ*gAVr-xyTd!qRlW
z8+92ETC!!vVic$+(EO^mBjE8j@6AY6non`WTa^L1ftrNEGwoQ@oxt)ycppJ$;`{mD
zuz6{*2)<?1YgH^p)Ex$)oK<XcaY=_A7mhw8z^3fhGs*M^Uz&0_ztDffow+65H8Yya
zI}0?D|G9ZV_d>-O4JKC8ZF=S|p<!<2#T$WOZK+?lgEEdS@S0O={MJcw?uYBBKV3K4
zzIi((-*x;jW8s;>5xPaBl*05>?VZ9W>;{5e%VS``&$dCa&o26Q3tEjWb&5nT{si@J
zLsN1-ANVW%Bxa1V;GJV+fF^>ETh)~w-6d!bPy^4V=_HEurR4;fRsDg)w~iQ<{-<&A
z`Ho5^RYEnkwm4gIel>4*ijE(OeAHzexiHwS8QY08y+@hyc$dB&PpB$M3w@^qD>pQ*
z)6A5g605ZHa8`MRXpVC!)T(#v5=ctDqtgzH_6qTzA21gmIMaD^4C7q&<UYp>PqmK`
zkVK#EF{kYtt(>|tcqW^Zh9o(r*@+d}1c1HaPcJNownz%P&YN6!PU4bG&Dh^3xZ|~S
zBS_J|J9#2}pQ~y{(%<~#Ym11iJs1qUDcFlhkAD1=W?lNW#+8%hOMpqW+<V6<>yYH8
zo2+aNhF}k)#dfu0)lt9dNP(1X));cMQkENj^Vf$kOVo~6Naj3Q55m0b4(Hnxn1OEb
zs>)ElJqg}$Z3%!~%A+css!-9sU47T3;U%XqSgMiy5;&81gviWka~wJ`C-veo?g`W7
zjWOfjVfgj)+vBs^l53r)U9bARH?R&jKKi3C^{?)4Svz-Ar`i+YGK8{WKhfv7txglq
zJd7qZ-boh#2t{5Ma;DIzuaE4ug-e56B|rHLl8w=mYnzX;0*-m^GqgKX<sPsARS{{6
zz{k{<&-l_=*86wQYn&Bp0ui~k8<Ip<qp&Z{t%$f1kb_-B8rxiM$7|f-NPT(hwVy1X
z&P}(kdgN$Sqo#y~A*5IWDZ-^D!2y2NK&f0P69691Rx0<gVt<LG3I$0sYfAvKrGE#6
z4G9cG`d~&sX#C>fWfIXVNTOUrU?Z!&PxUaSZG>H3g~|xY$E1h*#lSk|@n0@vP_q!d
za=dG-(oKaW^{S?&=Lv<yjGs?<ZlWQXcw&LSMul{#i?L4LcBgNGV&e%C$&wz1>U(BS
zGqcasptn)a<KSJmRplKJhJknT(?@p6(aQgzp%oA+KQvPnr3(L@$z|$WW{oN+Cw2R)
zR>{L(hq3S2=t)4d_k(i?%UFgazWLlpPCIT>Rmwf;fFqq#AohjdLgD?gO;7DfgQh|@
zz|-+hZHlbdl{@5dy3MeLFk4#?zMaLkk4P%A08HQuam3osJAWa#hI@^=oEe=jD)=Cg
z+`Spx&X++YcNU_~IsZW)veR&z#OMhEHKC_^qS@k62n`S@zp=GWAAgKe;}bt2b5lKC
z%UMHuv|b>~lHx13lGTV;cRL=9RXjG<U9@P&5S-OV-Iw7N<bZ;_-;Ya4v7^+gJ9_mG
zS5cbR>lZ6(!;{nP@8kP5z4#x$5nj7pQ$jGO)UOg8D3HEl0*}5mlF*)6Hf#S=6{Wl5
z6{}}BPu&xgyAhrIs|x0Txk;}gcqnB$t`3o!?l)Nz9)~UB%rL|WkLV!xy@wO~A^#{{
zS^B&t*MF`QLj%20&w<=A%Jp<4RUCNwAKuR;%D3oTT+cz!BO-1=*EUFt-|d6{G%)<$
ztPB6bm3e>oeoe$a`MHc{Il~Yln4oE{DvxW2*umQk?WeIm6;F0NQgg4dh;QYR5XH0J
zwf*zy=jH1yvHKbaj$eKTts+@f5@!n1xVIs3#TL2Rn+dpjI4cBb&*usMwNINplK5mU
zX*Y1^oy4M&Eo3R&8tZObdqS6UkGg9GN%8x`M|n)=AbXxGJ>Gjj=}Rl_fH^|^Sn4H<
zQ2#;WA)Xh(LAW=#TrduxvAb<Mi@~;rK{#0MXz*gwHMJgsBKm9ApPCyQTU}rH*G4vc
zf35OPh-X$on*Yq1X9X7;atg?QM3-W@jAZ`TFd{SGzV#;3hwm=fs1GuHSNKd+H-jTQ
zWj$uLJ7T&1rEE!%7{+FPA1M2t9p-ctbl{|4Cb|`ca(NfY1wiuSPJ5tb9<q9kXCm($
z^PcBn(i_$4t>^tPU2ny3JRv=2`TF9H+AgL%-aF@6?y;|V=koc_uMD|=(g=4>O0LKq
zCU5Ee3N#)PV1&WxLDd=s^Bblv#sd`$T%*6EQOo^L6N((bHFP?phRd()#dsStLk};E
zZ5l@sS6aFq!n1$oeM<3vpm7lJG;7r&Kd$Q{*TxU(uz-ZehLUWxgQOirG?K#iD8Yep
zv@N$!+DxV5W7B=okP(&l?*kgqKc37u<Lv&%)#+kDVpP@TQ~kc!3W>jR{PH@#Lza`{
z5VWGy=;cY_HT*cMm8Vyaqh6T@d;ped9`V<2c^ismVqvm&g6o()M%rN-Ni#I6-7G4@
zF>~=&TK=a~)Bo3JG#_30;@^~h*sv!_mRX?GrbN2pELX+%wHks;4qOL@Aytfva3i*Y
zada_Fam||PKmSgKu9-ilznryg|HvvstU$m^TO`P$zD3SsE!|ad$B;Pr_BA_&n|GuY
zCJcDdZro&jZpF(`B@#<utbl5A)3W<h_M-r^R>1)KwV}C<4W2`>VUORQB~^PT;p4?a
zA_^$US&9sN)HEa2i$SaJj604Cv>aVF!|vLLW@kK4G$V7j!A@jyy);f#dASn)Cqn*H
z9k(#S`!3GjUGjgogLFdWjm739c+S=vxX^S6Xjw}vBJ_27!TV#k3sZ<+SI(1I=@s;X
zV8sN1@7VjZp6QBzL`<rZ1XSdctOMj;$zv+Ji~QcJd?o5tCXsN^Yq~=DrCA6PMYGD^
zrRv{1OIzwub}ABP!oe;%#PTq2qG8nUd6e>(=*gDZvo|yq95jJl25A4ZNL|wFz3Atp
zcI>lI*rxogt}`(D&)wB4pH)w5`K@mk){DyyC&rY#4lY{cu+JzXHy*uK7%sqc7C<;4
zTTOud5KiLSrb&LoD#?vak*)2{1+h9|MKD0vLEd@ohu?bv^d%0E+{Khwqm?Zw#NM`o
zL(koN6i_<;kl^0^deKz%z|O~E!9i`QI)6rz*I$%sg_d^olPrCS?K%Q7rOz?e!0vUw
z!VuO@bUO|DnL1C{=cg#y&wkiz&OJHlOZ|K*E%`GfP3nP9FxR9(=O^y+S^vOSRGSN*
zJ{ia&K^R$YxyzSzJ}J;Tq8(mYIiCNc>rpwC-%(OU*<w*md}NT1%K7As<-_DtY{9R1
zM61{e4W!Lg6U%48e74zl8)6PoyUIv+gK{t47=+S92(afwT)g=$Eb|cdpT=U$KOJRM
z>5xuGkxtBLEu76q!Ts*)f}wpKJgUe{_j%Db>E~q#pLp<#l~%S;S+)DejQ&xgU0J`W
zUbalwFZxT*Ho9)n46QUCq7I(kr&<p-roa88>4l0@STJW!!xI{cxV$8VIGQ)zsaot`
zOm(?d>tyU1ghwjP?tPgVjz2F`9MPXFU&KkL@p>^Xwo0Txgd^0CbC7?RAjBGd?;ba^
zycf|&(ng=!3O4Mifmi&M3&ME!D(WO3FSdW2{D4vTk;VClb|Lr7RSVSR)#0q^i%@~8
z6qU-YVx*5Tf4!{mb20FUL)Vr}t}v6L;!9Ouf4Y{iVSo;2Uuc~(?vNXb)LPO$G+i9V
zauY&lrx*7}66JPNj}6vZdn>T9OR0n78mLnOcY(udEdTtu^E$`%#d=V6X{QDgkL3Ay
z@;RgTq9moGPnp;h|D7U1eNgJj@P*}d#hr)u+slUBVM6pI&NO)9HNDJH{xWy(0VMf&
zI~j9$PcFAe+qki#vgK$n6>sUvwLi5<mwM;~K{_w+L%KQF&zOV^nRBb`Yri9hW;OHu
z`g||tz1ADeq~I|gCd>yKN^<Rqn_m50=O4859Tgg)gE6C}<<Kh4-Zx^H@LSNs1&YFF
z7uM<ar4sIO<rp(4S8Iu~julSGYU`@jl$+6OpQ0P@L<=}z?&1;>;D?N1IbgSW8nVCA
zMQgjB%54Ew%f{jYyw3}RcqPgk_!C_4J8=ZG5w}ZM5NXR7RUHuF4Sd6#xKE&*4!7dr
zdHFFreml0P`-<`*$cM8`d%qZ6moL*rm(M{%8)!ZPbZSbPo!$0E2}%)nr5Rdg=(}07
z2WHn;cw17y$vx)+Vf^0rcD*+4(;NY%tKEWb{Gwj3SkpTg!nBljZs{`+g|HJQp_wW)
zm5EBCodwWy*9fUu&?8ypJLP|4kQ<<n-rLCQIL2s36?4f1bL=V+{Jtdr{bXx2&~)K-
zK#02AvzSNeh?fFAk8uyS{p*tw2fYlR8-?IsR9R@R*CY1;6|Ew=Q`cA1c-=I4FCo%G
z0e+j72Lc3hG9TkVd@M@=pRItUjLP*~iKR}lT_dXIi1y%De&S5w^*W(j$B<1!+lmej
zU^g)&#E^n5XQNeX)1(>xhsNoZ&Tm!P#dXv-JXWEtdEkuuoHisSAe@5>6Cy!Luymc>
z;PxaWy_e^Z+-FBS){w?_2w3=+NqGgT4C@|2|Fg%Jn+Ks&E0%(+@JPO4A=wg<zfO@L
zfRo0_9Lx!9c<v4EEL%R5pu>?H`gLEk4SGv%VM*ty3QIHO(&@FaP+yFIPI4$sKi63y
zXBRH4^76g(3F;gu&_u%a0&3lWeSEeH$hg2?{eYqCGf+P9L-;TUUW<%3IiB%x>*>Jd
zCI%C0<3$S9DWMb|K%i{j#u*Ill-qYfLIBZv2{o5+er<)7uVxIOm6-af(&N9=2q%t@
zHQ_6@e!9jd`PcVw?G=O_h}si_oVfS<0u-D<5W?CgA_4_t*}KI_-tbuDb8e#PO7{mB
z=Fulb!BP{~_GA@9&$uDBnyTk6iiCi!ZP&>)6Tjpk|5u5mwFp@SgoTR2_oPK*!asvC
zLzT6V9)5_xghwW?*uyW^t|hKj{0Jm~9|Pdv({opgk#sJznL`MpGXLQ&%8LBYcmiXv
zG*NKm9l{R^$p1uBDy~&QQK-v^qZHv2Mh1MaCc#6)57EV9#Vpm=WoJP<$0Gh$I2070
z@LakKtKM<E`y`P`_$frKEDry!?<ervX_(I37%#pouIKvij}RiUTohdS$PW?7iW*R~
z=To)pjw6c{VCy<KYH*zuGUk6<Fs3@1I+|7K7Ark~zDJ{Ub}Jcfslc1|P>oOeM$e^1
zv6{RVuYSZ+iA^muY~5?|S_V9vO-@<{Y!(e}{<oNR;MdR4kzt`l3{E|*gSg@I|E@us
z8Px>LaYakt8LOddzM=Em&FKdXR`TI^kp@59n-2zxR~|DY@GVi>?os<JqSnDsl?irh
ztY~=QBG4bAR^sPyYrRF0x~ZxBe&U0N{UNANDc09FhIU|hcjN!P1wNOsWjO1LZ!qf~
z-bn*eJQvU*UeOlS95m3!xU%`AA<>w<XygRS1}T)NQkwxO8bZ857vtFj00p>!gpz-j
zjc}Co1t2yOzuA~x4aF*8DCBTsnR|b?^`3)p#{4<Y%>$|&86#xRnan8@C8As8$n!*b
zFoK+)`PUN3bGCzweeWx~qM4e<-Wy|GoRFv~bdOa=89YD@SIjl7#3S-<x#YJ)CJ4@8
zMGe4U?n3&`0W=ny7sa<?qz&QW3~s*B`$U1iSG+W@@__BWbqv$?PXtG9Lqxw-#+t<b
zQMaf<mytD5@(2wA$D@$*12rIAe3K$v@h%zx(Fn1Br?kQS3#>C$wv9{(v@52y9fv?@
zD~6SEDePly^jeknLh-D7k1RGZ_Mlp2;z^#h<9D*c>ld94-);0j-<6E^@oJjUjKzzB
zw={AKwKd4m#+K-td6*Bw+QD@5DDoDSQ}Me#9$vpA2RXD;T%m96Nxn;9e7OfXSk~+q
z%Lf76pkT3sL0HR{W|EDdmk*Xeo&V{?DKmjEoKdsmwQ_Xm5qXP3s6yp<gC5qmIa<>f
zf6%0?!Py^tDJ)t-#c%z}K0w|;<$;PysumIjT#pwr#O{Pww739Z>Z4~hKmfmjfk5iI
zgf6Lk&I!Cfm95WArx~n8TX{_^L$1fYbFn7qQeD;>yk{6S1k^4ubGtoOA<^d-pku}%
z=ZpcHRx9pB3;eMC0U-|&_tYB1F9@FdH@W6!{F4At{u(IactDQCkHE|WmE|G?B{Wbf
zw$?4CkCfjSq|nsshSMldh4iq?b&5$PA^V&I<{s^@16vCKMAkrh$_JX*ca95ft**gr
zJ_iT7ZkrROCwF{>E>C~cXkf6HL<H8d&%i@8lHqFBhf2f?A5XzhaQKQ=`tPuN1WktB
zU}oC0S6`7YK*#g!#Ki-KwoHIxSc+4nzO>uF1J{hm`uB6l45{p@{~VKXOW3vv0*iPX
zO6=rw0+GVI@a%ye14}lG?2sfBN@;g=Oio!y{bahl=w(PGu4n!MTFJ%%SjZ0MwNIbX
z<_5uePXfrP-?EkECIlsSkuSUzIQ_@Lejr2V&}ITffwmIee5ENXkY!}}y?^B8e31qP
z)I<9r%JFv(J}nAdKEaVJL7+LE+ViHqayT>wwmpmA{<sO3V2tE(oo%fA3^}><Nr7ku
zChoN`6wO*PynnErws8hDC=YAs^%tw2%On-mn91kJE!`y2UQswEE04&)gvvNZ3Bt4@
zgL1?FzM?cbWeDs(L$0Q=b{|w%!0_WVp2tM+C+uKjtd<KB89xjE*G);F)dm|TRyrYt
zCZw5`=jpDw9C1sEyMIlK_m0zDNF3b3zIfj3mk-M5=?8;AthmjiM1TDaimwTc5=r<^
zXi$o{P!yx;lolZviwB$|E+?W@)UndtSV+{m2m`ol<c0!ssSZL#O&}zE&W`h){6->;
z)Q?65l6Zfe^BPb2_-N@jNQ+T?uZ<*10=8P{y)H8VmxdpUd1IuVu+GNUz`AFll0E=9
z7L&29LvIpYO~T+&!r4<46tNE~@-q6@)smmqgWjdvb~L(y$VnZ2^EGT*qCwXtX7)^+
zFThObT#2i;Oc0_^Nb5eA?N^)<1Wqf8oh>jj+9A#=vs<5bbV-vQ-{$v1QamzLQkcom
z-tNtIhF*X?_?xQ{_d>bal_$`~4&972v{XbP8Sr|=W7TKIL<Mt_?LRi;pbxHn+JVJ_
zPOJR>2t>Q<4S_>h_lB#{xjAS8AiZxbC+rq>RSO)5JOCLIb`U;FLdns{3k`y_Zz1Jp
zxwh(h?((eF6gIu048&O-cZXN@^Ye3*jSS3AW!Syrswef2u_^%kntUYB1viaII!1h>
zAcgaKs>qZt5-fM1`*}vhXK%56f$sqwTCgfXXcnXta+;<7$wk8Z?`yvFT2B<)6@K;+
zCMr8%W{aQ~z%6???<@a`k344->fM{*yhR(OsvG4p!KKpj<r(^6Rhz_6irg9)68Hiv
zl+Rbh)3r#qzqAn%D^Eo$sbZnXCVPEdZ+f!q68fxY;op8@P(}ik7<qz-^DhL-%5>a&
z-oXi#RQWADkCopce)y=U?`N<}%^6|yon+brE`Ig~rZBcrdz6{oS250&`4#@z3KRbE
zJO!L*elzusKdnVBSu-%FG^Kv^-FELWj)-Bqs`dv;>LjTm+lp_7G~^+s1GXgDu2X|5
zx@n_}NnxfzC1x}VI+$jgQ940Ff5)Y6A2j+iIR)Sh7^ruf7p;EmjvO6SqjtYGzR(@Q
z>*{cnsuKl@?!cu_rO(2<zvG-61T<i?gdo@$Uehv!rX$z8K}UOCK;l$ZqBJ<T&P`uC
zf*XvXtg<NOEPvB9p}y0LweFrk8t^GCeIOF<Uwu3X5&43ZT^{gn@5gt59L5={s{yu{
zG~VLr*JUIw%;UaKl%wCKYzJyg*BpAsvBLwXco#6e8)ny-Mu)URTmQ)H95AgxM4KoV
z>m-Z585N9k@`Qn!-%kCrvWHO-WLVp!85llk`ONY6zcfY}6Gl9i@iW%gp?GH2vxRsv
ze!DwGldxyo)InW{)S3-Qeel<Ri?gk`?box<#ksEkpT|RodetkBsb>%aQ}bI$`{IY$
zqCd3M1MTktTP!6@+8C50%l;P@F*&(R>Bf1eN~F2F9C5hVSEud3=GeT~)<48zdkdiP
z^lLr!e^It?yrycR)&^eLe7#>RY5wvA+In`D9NL1fWMz@W_>Z?#igP$NLop|AqW)nG
zSWO98)sqxS=-P)Iqq@;wjK20lXdDibbZBoUqpMm^OhIam?%X<HG*oHq32fymuJ}@B
zUkb~*xvKmhI5I2AV_;!_{@R~qq<M;d2}{n$x4eO!z|uAq&P;DsZ74S-DA7Vg0{nO$
z6As^FE_g^!9sq}5U_H0aJz9lI$tVB0&Ygf@4?KA-B0#(0N*1wJst-a-H;d%2pVUHP
zJBh~OO8O5Z6wUP<w7K6OaeuR$q47N&yccGJ^dZU#fO(|Yyh~?b+=Ga%aU^k$V5+1{
zKBo;U$>m2Mcne~0V101koh+2M4*Gok-zk3>-v#ufv)1aP3`oe)cQ81(qrKja`S*9$
zG7R_6{Eb=ereENt7~Dt2C4IO_#a56L+3$=jm1d+H<bE(o%@ES)I@|p%Gm|i6hI!FY
z)H)R@$KS)e`mGKgM;ja>+cvi`zU?Tfzgoa2bzOlp1~-+Fmll4di?%Qcu=;4SK;ORv
z<Cs9;niH=z8rabDD|Jwn3BnA#ywp%4MqdK1B9cLPnn*g!tQ$CKU?d2c292c|kYMO<
z_NT18>g%h#r(THX*o{BB`T;~SgxYio{dxf51-R*^e-uqTB(s|wFZ|a%Asm9%0_|TG
zMa=vA4a{iC1U~SBFqEs^hKW+(=5|OQNCDg+pI3F6u=Qm}3@F7DhF}Wfxf+toGdpKp
zIEH-GIt}ID?!JiIdku0)_+fVnY+DlP`O^!g>?q}DQ%OoEfX}{mu4h1_Pojiw>%S*L
zAKZ|yktIYhS>y!Y)}KZ*`v$hvhgxXOUwQA$ygJ#LB{h%)zo%E$QcSRHCsV8aysx{z
z5HlP?@YO8*LOC-r+#_tQRT=}<u{BZ-NCun=GSQ>ckMrHizo&1Kg!s`eV$gore_`zy
z%hmX}#r6}4u2bnRAR77Q=Mdl>F_1U95vz^~&=nS#*l75@44bexS_ontL=MiWoRz9_
zg`M>wbSWC?pG*^j+ricIn#hqtCanx!{Y+_}(gBD$Bu^i8`Ce<gVy=A)1CQFpSn4mN
zZdM=TK_GXL2YXTd+7_l`&Y2`FUMbNWig8^Vv_HGrVMcT4(Vf|RwyI$s$f%}Gg?0ep
z8Ag-j45)d|=PAg<sM(&qyE~E_CPT($M8H{0%5545zMR@~Ni`FyQsXQ2I--U|!PLoD
z=9xvZ)9RT5Y|1|sQHTisPg9a~z5XI@QuZb~=o&uUG1VcW*S<vexAlPLxvJ~{OM_Uk
z=%go}!hT#Z0_!PE1l05@0V1J-^}MSo7k`2a-N&WU#%a=^s`f&EB=9oo1m-eGTIVt5
zL+WoDQ4??_u1o+4zvmz}u&~)DS5{0^&l0MXky$4)trT!J7N5_?F?1TiqJsA@8tDOg
zlgm1Uv6`YyDj0y1su4i}|2Bm^=|no_1SKk(-(J5wyyb~yiSJD6>>{Ij!FeI%&|i7H
z+j2vIwcr~3(N_#`B_8k9sZOw}iv$i{e)_{CJO>V-LukOi%>|(gE5kzi%2EyHfg7X|
z(;j%5@=Y?-!@!6LD1Q)udNr%c<~*wOjmm%t?zk;<j^#IvCyidVYuuZENYNhZ4pilh
zc!+;=T?4#?FX-Rp!XUKP55FGM;INNHVova)lHz`XG12f%s2bsKVomZtFa;05?&M@I
zWL~X1DVBEwuE3fuhxN>ur##t-fcER83LQ?&p?&@w1Q0wl@_ZE(DDh0h&F^-I06y)R
zBQ!AroPB-Gdq`lFFH|+x=_T#p@pkC|{189-oCiPsnr8)tr>>L!S>R7S#IVhf|1Al{
zE|Sgfg_+n-j7p<-7Isq=Cc8-pMuUyNM>DacjrQhtD*BQCTa%V6nEegkE})$%!6C!_
zu#wrF@0R}d4seXJ0zZd$3Jq`3tyk&xWYUD%iDdlDEE!7(;_=?6uk1dR-+xd3F+>A@
zyLJ|Gf#>_7Fz-9eKnpGkj0H#zxa+~?+F+KF-Ulb7r??HMOKCIJrn(;Vh`*yK-Ic?f
z_GlRT>Tyi-+M(V#Bnq-tAkPpLHR$RHykNY-7V)^cT>I7EU}iRJ%}%K&-zn9E*KGxw
zIgNx?(}ZXgHFVK_EQ5>j$Uve$8T&SV;G(&RDhyv68A-qtU>vEjQF@j{7U86pJN&3&
z*5C?0eIMFa^1F{3NO(h_eq>D=nhl;2)OJ-cv*y6DZq?;gbHK;SJgQEh57gFstV=<!
zy^ao^5D&HXf3GJ+2yu}zE(_~|1HGg_g=qvPhw(B44u0r7au~XZwXq4B<jG#RUT#U|
zhu3C~A#l$`A%a}lOqn`!#pZ&E+)sI&LKbQ&A$$tM=MvQy^wRobdfrG{XG+T=N3PL*
zuQWhF688gCv&?I_iQ$m9#k*mpT~tmhMNW6<lX&1pVlAKuJ`h38n+NZdof$#@xuAmE
z$Nlct{hGo*!*6iZt`Nfwm|zP*c708yDl3@2AVmk;AyvS@XbGJ<=+8d$aV`w@-KSWE
zgi_U|DruYa1SNE6$k<9X2#4nB%jJ)0!%BTY4=)tkfzv%cG{jd<U+N5Gb6;tXmV35`
ztQfs^6uPMAFZ{R*Fy3J|BFF_Tng&$bdbSBqjWSHc2qF`NoIq#UG8YfWbV@XZTjC%?
z95-ruuY3od^M}HEmj7@b03v6E8Pb$_k)1IUz83SZTs2E7N>&@l`Hbe<<S4M!&(EXR
zu0uDM9Lc20xxtJ^k52)&q9)f+Zjx5o4>>}WucY}!A)1af9^{gnO#`~(tS5N=wzC}i
zW=1<S3C_%#uN@#g61NUUwrO50-23nt*x@nc)0g@Y(glP3{aqXO%q<MU>ny5s-(VrQ
zs!YWg>0S`#mKtji(RPucDkC94RO<k=xI&+#H*Pbv2zRMW3-0YPS<jCSWbT?4v9I*_
zYd8Fs>gXrzYJ#Br&p_teFq?BB<U9g7`SS{sy3lcTl}~V5NcSo#BYsH3<QFN$dKuYM
z;fIjzP%9#41eE0L9Q1G6I(307mmhr(*~`>OW2L$9?+8D(46{N6VZRPXQDSewMvy84
zf1j+nRy&m@0%>yQps)SB0O*>_^t+Z_QMtThq*ATHxGaFsB|qqJ;k*I_Te_jpXg~b6
zQT%#eS`6PaU=Gcgh`UnUVRW<AgqV%vR9`rj%_G6U*&ce<8r2##0y(iX#$=^^Z^EAD
z=_;<)=hB&&mRIW@yXhrf0X7?EES%09@V4WJ6cHL%my&KadlF{w**>Q$UIo+mi}BA$
zs(2iXl*}$H$wv_JWeJX3iOWsWl?&+ehT^CtW~z8RVSvnplAHly2eVA<@8LixF+mL^
z&~Rpt;RupLjU(zHtRc{##)Y4xyT3l?zw<lRjvkf{x--6Bz;`YQeArJ{QrjRK{QHI-
zpFbHyRc=g{zm!;cN4@rPv=ISYQ&r)Pl@{>n?n19wi%lklU*XsWhQlm~<{2;*!=i3~
zK)AI6mNly>XfST%UjRHbD7sZ)lcuGqy9OOk<En7N?c4o}0KVC5(Hq%8#Q6Y3cG|sj
z{_)W_OjHCJ(D}VKCl)CK7%W*Ij3i~vEKeq?<8hw|RZn~bU)ag8m`nA=g)h#PN1@xj
z#v=dH<C52y4`WcOgnl}l0xd6ervo%aNv9qZ#12c5|32Uu)xebh3QT}mMOB_8Rqtjl
zhtgOUPR$x-6Pg3tY|hpEIC%{0UX=WHt36hMh9qdEG6*`ZNXHd0ZBDDd75~0xBO{Ib
zoW-yo>g~4*IH_xm=HFQqm`L>opq<Vf$Dsdu<&~|&dOz=JMfRVF>-{X_yRZ@SMjSjQ
zl<4<tBT6+XI*bj-MP$2GKA(+<zgL6hK_t>YqV1nkle*8pIQ}6_8upp@HzK^G(VfCk
z@GMrQ6gE~4SKR}fH+&@PR{a~lb}bbfEYCorG-nv1Cfydb=Dw9!=PxMIC30&<)sGYD
zWDSdBFN=&mNU-G?+@O4V4EaE*Kk>?0I`A;3wBK6loJAAbo046}ml~}``zmsJG<0mt
z^hf?TWj_n#s^*CRH@R~Z(00h$slF~om)EEeOM<{HyV`rISp@+yF)jmmaP-d8+lv<3
zRf~DS2=<vij`)fpFWtHNqkvrm*L$us(hyF3X#%gW#h04!3u5ZICJCxN;lG6fSH)3U
z40<0I%bal=!@zhL_&|TgO|VMIgx;7Ro`&E|x!s#NqChGCFY<!39QyY@$+^d{%d=$l
z6b9QJw%y(q)EfpC>K5?`a?agaU*{%*6JpR<o?t0s;{?9>f4chac&h&R{}N>+*`>0w
zT_c<9$lmK(*)xR9kR6e|S0q&S&M13jR`!+<%82aseVxzvety4ikNZ!zF6W-}KJW8-
zy`Bq^H920(O)%exz!AHODTWVKq8;q*%>+sHk=uV|G4sM~E=h}hn>pEGwH`{L2$n23
z{0~~CWy>?5r>=gwMGEl5h=l&4-Ji9|(Nk=q#k&w7S^;Q7{Nvj0FmWX!#}SSO{d{@{
zzMugSUrZ6&-oi~kh5J$7v*g38D)c*b;$4M*-jAWDFL-=4lQ?i`#BV<=cs!1jEx)D;
zVxJsBs;i!u67DwUDVT<&f`QS9UG=!-5@bK{b6fV7LQL-hk^FY$`Y|^@ght)aQeGEB
z#UMdIT1*NyHyhQ98GSUS=2bQjxQ~=Ks{GdiQWBpQI2e`CszzZNtnymn6!Bf)a=eQD
ze14^{bl5>-2OeT=3UJ$g_)suIk$4y5>1NsleBGh}lBXK>6P0Czg;HgR*xs@w2nQL&
zmY>i}kY4f)TB(A2d?L@rR6b)R>B1F(rkAXXMi5KzYv>8H#cNdS;2mw^?D^MM$vuKq
z*d(;s#c9Lpv_i1WBhGQ(W(sgp@{e@|jp7I=v=!xV$sTxoE2Pozg=&g|hI5u`kg}0q
z{r($n*>mAoVr1Vq98lMo-bNg3U;Q0=X03^9c<mdshn8=CZ6C;f;nR4^reAIM`OHz|
z^r=9EdhR>ZeQTGsiDAC;C3x&LO)Rxf(<YFn#E*cQpk!gv;(jhg%N{<vnBw+#FQu#T
zY0mV#H&^CZP84-s&mOEU+)WJGQ=dxOGR({~L+Q1g3;?`rCH9HG&t16KJa&Sb8qeB(
zs`KJ&YHa30Z*}Zkq;hvw(<6Sz5#AC-74sfjLJj@=dul*0Eyqr+8;*dO_!eI0&UMG9
zZ&VQ*E_+V8uxLO6v-ptVbi~nHwPOh+kyG$y_I{aZF1=BnO6K~8?Oj?7)KB^QflTYV
zQikfhG#G`^&!T6FlGDLeWJEof>J9O6dD(;CGMt2a^>=9YyU4wVA06DzP5(bXxk=aC
zQ2cBE-3@~~<b_#?i-GC@nA-i~F>w^XK}u{~7i%1c*nBE)#}>1)Y7~(Yh~6Wuaj`?B
z@LwKqYYhZW!ZDM_dx0fSz#0H$qb@&3`l7v(T&#lI7O8dzU<5IJT3ihmj!O|%(X&S{
z>t1Feg*{0+_EGRf#_lo4!KihjB-8e_pH(ZEn|t(KJxNg4Ody^N&)V_mR%kdMFDXu5
zcU~kTCK-UfE){&X7?_sSS)BZahmgj)Ug!qFtpjtAFxfdK2XnKK7XIod>Irj1hQR+;
zt^G{rQ3A2n*mDnmVHPmr(HlEi=95YX|1oA){`#?Q>q$h?Il*VG?992lSx}%^?r(mp
z7GPx|)w|O-EOSs=2st>rpJ_sF5{YVUHDsDbWJ&%#6VLHu=zPGY<L{>+?h9^K_x0{}
z6AnI8j(tErzH|F$Nk8sl-V_)(JJoLuA$3t#yx+zg^tlgJ^<>GHyrqzAvx2u<EYCyE
zCHl_h>pB#m?@#+I=~aWz<jW7kH7R)O^+&h!KL8wiQQ;R*HB<IL=MgL4&4!j3hls#-
zODyJg#;US9*9Wj*grTPD`JVfgnQ`v8pKr>swacqJDw7z4mM(#iS~fWMR=vwg?E7qR
zSz<tc3CA#ZGfrUF{zx0Lh79r19wv}(=AXdxNLuI`jz9da@g;)dN-h$WH=&1Qa*Yql
zU9a{o;IS6fRyyVcvXDe<<c)cvX{@79AX<;-ZP;GS&kL@wKZyzwBuPlvBYkp0Q-D^H
zVFH2;qJP^!N~xC3FhP!^Sdf;@TV)oD{ET2?gU{#&6SE@8n5M7K%L7PB&Qvk!F$%7g
z0E@Wt-4pZ^Z6XnWy5pCgoZn_*2e0Kifhe6D3EB3ca-1!Du;nQR;=ipcV+4{Y^ID7C
zipH~(4NHin?$Hmq0x@x#Q3&p4R**_ety<JJz$Af87w?l?QN&fYer=AyM2ciCyk0a}
zLs>u^c3zcVb~5!%ndcVm`9Q({%tQ8S+S-gII>}D~J9E!GfnZBi0*t!YkHWTUL1Z(w
z25}J=C8Q6smzaav)3v6z<e+aZiVb(w0-D2B4k(g;Z)rc&V(=rNQMZ0l{H~AK?;B>Y
zjJlvdf}SDq>J~bHG~n^pbYQ*R*C@irT@jDN0Z@luse!K>Z#u9O;ROT^VQW5ih7Kzg
zx|*pqz4q8GbbFj8Ov-J*mzo*@o^Rfq_#|}RDuvF2o`vS{5F!+C^KU!O!^7$FZj~D4
zdCDu;C<$Ok3~#Zst4>7aTds)9xnRz%yirKKV|L#qf&Wz=(3Hmt3>;&Pf~mY~0DJly
z2#)506{X>JZz#hWdp|K+{$bk_qR0^uK<HVDsvSzizzXHp7$jWyb&Zhju^C7S$=IJS
znM~X1Y$}25-}G<3;LFln>E8c5*{#lPO;25+J6e^9ft1L<4e2E>f24>^JNGV*y<y+<
zuB%RQNtV9Fr=1kuvI>-3Zp>Dot{dzfvV?Uj;|)GX6Dy;#tR;iprCg?KzRRydE-RSL
zK)Idgdv==G0Z7P8>;(0#=EL){&t23b;L`KRi>qx$(5n0EQ6mHNG?Cr0+t<Rva~Onn
zVMd4_`D2nA*Bxk7xXMU8lqHxeUEZyzmgv8i*x*tQlLU(6JAm|^G|@ia={gv!b53Y5
zO+ajE?Rb@S3oH9KcNCk;SFhj_t9^~lBb?iw&#TkD>4$Ye$aU46^|oWk08xn?_6ak?
z`o~3%SNeq?`eABEcMtYIuBl<$7nr5VQ!vc%)Njj-5cWshQ^tX;zLiLml*NH$wKS&H
z+G}6m!fG6k5<ToXt(7(Fk5kK14ZCr6s9ybvb}nzGEL%$f-SUO)D0C;1=Pr9#ot}N(
z#|JZK4dIeyr(4l}VnyLhMvygpLpZdFN6u+4iATwS=0c-buQNg>Jf*RRr+Q8_tR0dW
z5?5vl48`lFE3EBSFGxh`N(fk4_v?37hkM+XVZ_W0M&)IO?-)}lJM{5BZ6gMt#t}PU
zwty9eV<x30q2>*JgJL)tTQ4{j*arr0p6@01d|<mFCx93kPR^rCmhV*sVJ<PL7V<_$
zfBzB{U#wm4G<pOrS_)t*<6<PmrRt%yICvdVSX4CbYg4t4i&PkYSoNh^06#Q1y%=1Y
z*8I0V;lzu)XNjpmEg3}5UBOw{X3j#O!ZocidxqxXd>h#6g<+7g<ez<SoS}3`UE%uI
zj;k-!BRTul&$_tqeZWv<j0IbWCBC;Voi7#@{wRmo;A)HZon1A(5lGO`zf8tN#l+$e
z%<S%CR)Rpuw}f0uyQ4Hj%VZP1R45)Y&K@9apcjCC%<1_lLNEp533U)=xqgiR2eepE
z1DmMF9Dup;j9$?beeI5^R3MOhY5Va5)*$}owyLC>JSgX+ujqdhA?iGFUQ0NVpG6Od
zd@zkIkWt%=40<3<odL(6x83kohxBSwn2zG+>@h$Z_AxNpnL(W1B%F?KADG;h?L6_T
zdN|sjHDsx4@R_idNN(vtq^UobQ9edkK-<Kc$?u|~Z;yw^tX7lx%AT4H_oQO1qLNMc
zgz17_e>F@&`aS!LCFnAo-2j;}f>cQeV&Q?Xuc{xO`*SD$TZaJ4O@_o|Wyjmqkmy5r
z@Y^*tNMps@{RIZ8%zqESV;P|!{R^nN<BxFhtRv7$$%*u-qdKCxO9RZv2CT1oNjtkx
z<p<%;K>oc#?0cnZg6hisgV04y=IeG&<0KB1Rt;wqEV0_xwf#Y3SJ0Z{dcY8?=;#80
zMupYDmAZ8+!lop?%!in@S^&&Bc;OeEgD3zSOQ1Vei&EC4msZ~mDF4}3ME8uN=x+bX
zw$(+0aRDPI{y7Q6)w^0Zan5DF9zEyQ>VXihRv4iuJKTtQf@V0M_cUYkJBhYv=^yGM
zy(;JSLak2+t%8~S%Gsp}#BGF{$>sRoi>VaCAbER~P^n$Ltw2|BZXLIVgXhtVuo@Ax
zh}9-3(j;m#mm11rtve+nUjO<XGH^#ULplAdY;td!Y18!&=~uHz!Hz5e(=|5&Rfs@J
zt@5a!<J#l&r$vZYX?*q*3&I9vwpS%T_Fk0Az-f+nJ*0EEeE6%l+2}56y`cei;N6Ow
zyNg$nMjK#kvjr=I!IxktFchbTItdB4I;444;9fv~AXdzzc)VOU6`zybtaAk~o|USY
zQQ-*XxuQ?6uu@;)cTga{Sl`dQtT=5d@wlO!iC+%S%u)L@kA9il4Xv;Qr_H(M^XlXV
zZT<kbabRb?W?x8sSd5eRMXf8nJ?`=A`w{c)2)C-C&NoNjIUp_U?7CCu_b2V6!_1jz
zULA<;&Q^*m!q~$se642jh-o5A8F}hT!9FLw@8Xn-W4z<!PhOk}q>G}-Ue9Sjk^_7S
zW!OW^tKwBi^hYWz^`@BZBra{)84pXQIJ0AThLH#_Xa|iWuzKPr_m<ppnkRM9S(T08
zdSnUZ$r9Xym1?8G-3(4s)15Cxyi!4)&h(r;eu%+=umMAUg0rv_p79kM#M<+c{tWpU
zqtL009x@RNkSh~+R35Pu6q-_{dz^{w3~7wKAzqAS_L?E6VdM;+1>R@cMqDtd$0I=n
z<_vbXSp^Es;NbMCQC<EU1^u-%vIllA;`_tJg^(v#r;jQJEra+b)~Df2D7Ukg)~D-#
z?9<L`kdbZq*V%M!*1p{>LuG*Uw_1oc;u1cEc>=zbefw-guGFV?Sxs)jMTCUI7R9@v
z;(Ms^$?%)rdt2h2L$cxy7N?)SulI%C2XFE+@ql=g;0iRRBh79Ud~<G)0GtBZW6Z<2
z)*gB(=P2@KKV^h{T?z7|nPEI$B>o{P$>8V6c`Z@Row9%zmyt}1MC5D2Z^w?xhPa$*
z#$}mz-ES%uT4bO&iN=TLdWBQwP!AW5G1e9qJ?g^~H37d1RCVBk$b=8Ws(h_y%QptY
z_Kz~0yP2yCa=zfmaDB)1Gtvja;hGEc=?lz5#}8#ql&kF=#N#F*x9oB%rkTG{;f4_>
ziBtN@Yg0%*Z|6D&)Ij%4QYTX9_~IbX@ETG6AU}y?cJm+;TB!B(<<0K|5`>R6K9>$y
zrMP#~FP3GMmtquL_W}0NGp~?+ZSCDrv>E<Ur^_CjFG|&KAXiLFCB=CG;etRvR~fUj
zXh6=c(65&>)*9uDUu#5&YD6l2yQ{K4-aGM)y-Q+dD1{<xlIp>zbm230!uq?<d~b;T
z!hDnEQ4B53x~A3xHHy+U8YT=TsSiT!&CHonD}&@D=2oPxw_2Q^z*uh5Fh0&Z44d(!
zi8W6z!>F*}O_>hA{YKJlt{cG}I`Qw)EUv35s_C`LfAsYsngmiPeya3AC+#oPx8N}>
z^0pcYBM**jM;hf7cf-vM#%99>TSIW)nqEoQ*(#n7@A>Gs!G;@@pyK`o8DY&@p=GB7
zC&A5eMLB6lzO8|(%4nqhfyobC)vm2|(&0SV2=3$b?sZ0WoGISAek-UhLj(hTR=RW$
zv+O{!e>e8{rh>dik&WVG?y88d-|)z&-gi{_rbkJbkx4gtYrLQSbN4j)1y!?cC<mp+
zc<#bvI-h-N^BY2Gp4oUI`OCE&Cpq&<pISfph~H@$h%>%AD;Xl4@XjR3vEiL?zR#^a
z-dTBc4vVSqBFob7I)FRJwT;38g1)k6!p$Z*S8gXUe%Z#nMYFKEpf{so!kiOS=Zv2G
zz0%HD$K0K%;gJ^G_EI>Psbpc-MeR6Ox%qWgt4Sa}pW{8bKcushf{&NRF8NE{C6f5Q
z@L*9wVAkCgb2!NWi$MBABd&-?f<X*!-ZQ@~zq}>wx3|@ZjO%>5<C&}FF?^C^&3SL<
zQ5=*xYYZ0mb;J*NlS#PS3zqcbBL<qy7W?zBuEl42JI82Tp4txxJFRc_{3>&x&8^Oy
zz{(^x6dZfsmi7JoWw~iX^ADL@`BR7AnFf4<*;sGK-2NKz4H;6(-wM;yYZozSqLO}b
z>5AAZ(QZb`mwIo!%T?wQO1vSdB&t<AJz#mawFCwgT#B#j_t5*^W=G0SIVbX>-0WYx
z&DIWn^z=RYX;grKmiqu&Mr79Ny?B1^yfF5|nC(D$N=5!E(3a4M9W!RQs0W4~=3O>}
zet(y1B>qu;jgujmg$imbH;Q%~{SZ4FXED5KwMwb*Py<Wap{Q!4JW(qkt{W%F);3M;
zLC6MUw^kCnp<S$7p+%_1R<>P%p6eGKN|fq-r^cp@7~}emAm&~5T=n;u2A9&0nxM;3
zwXMMKHW5Mb;~K?z;&ZM-S(plCq2?^5YcUZ9N^m8J{vsj&Nk2hN1$8ag!2>zpd)+rM
z71T9+7m{0AXg_HR1n^c9HRpHoaCN(iDiC)sEq{4!@4_9XL-I8_K_HB8{%zp0L!yrK
z@!Ji7iO76>5^2;D`o#Mu<Axe}4T%F@<9tWnT<a*01r;mP+I|6hf<D2!+!p2`iUKnz
zEFB6%5fWZbs9!*|x(oMEf;G<7!sbklV@@voPb9*puZ~H#xbKa-Xe_P^sZWxyY`iC)
z**#$t49T?2B^*cd{@!jAQaHS=u59AdQl~({SSYJ#QND_A_Kp;btGAl@2&|0~KK_F7
z2hXHkg_1_TY#%SW9>FovEW4F5w*9_unRL8zxsM+hdM1y0tF|Yz1BJX4f;;?C)H3VF
zxth~Vz}wx)=9}}fnd_4aAK_}@)1a#&K3}BC$L;qn^t<kl9yBB<K0kcwxf}3V3?u4l
zai=qB0&OViBS4<Yw6&5pNFHAMju^r|enO~~CYWI9VFkLje#ea)ZayF>>=Rs8G4h2R
zb42$c_+zjku%HdRs|IJ3c2uC{$AFET)$ff$g<O;F^W9lr-=CvhmGs(DZ944Zdv6G9
zuQb*}_mioi9m@A3N@`we?MED#a&%HgsvrEBr12LZ(~4K59T|)kpV}~@c<*B*lkKfv
zX&uwy!1qoiXU}=VYOi!SCyeL=(=07vd)>W>D(4br?M$Sb(aiMo7B3h;v*je8^XGNY
z%7$iDbeY-z#{Sn@DrffqQp?iNtvzt0tZN<73*1UlNe`~n)0W*5A!1hI`3N_vJN4O}
zfXZk<8-8#^H@~jYtJ%AA+Ouv_pm(pi??O`I+X|d$Jn{n=Dafx1ecG+CTx7E`W}(C2
zMaD?@vj+G@JQy&UFUp{tg+cp;MWS|+0{J@<zi-dd1SAY9&4!fFykVXvf^?&YV%ISi
zvRwmyN;aJ14(KeW{WEOz6qLJIbUQM~nks6WEg~0b_^r+6F^*(q=mAIRx&qDnc&*N=
z4Ji)Ku=;|tN1f~73hm&_{*AbuWy5v3_cu*RLtf?gP|vZZ7j6Y@?E-tQXQb)gh4pI)
zx&1mXgU%n|n-1tQH65^Z4&R>np@vJ~Ztm$AW?fciXj@@w;i3%9yAS5Vh13SGY)Xr0
zzn-5f-m<zQoJgXS=6>`pF`b_RW*7y|$+VBzEf-%l7nIjRr2T4`ffN3KQ9QN$;x<B^
zg$_1#k%Uq~;N1zhVZKmsCu5(C_t~1}df3#OuHQss5EULTqqb<Giahmi0h!VA$Afoo
zm>I-l9iL*J*myw+W+R^WWSYk$EJXFaA!{W@0-h$VJIY_ghRo_+`ypj;mP@wr)<iO*
zlOUtH#v$*dvAS>l{mosFeID(>6nY|;#wHxwmrHc{8@v2gz5?bv4b<Ag>BI83uFlCs
zH_?mzU=Yi85Nfz`)!aE$agWluiw3dXa@%3Tu<asVb?%DQ7#tYy_S`KX)f^!S%~_Dt
zwaaIft5NzPhA>UXhD^R~pEfkk1^Nny*^_Bd4_`~cMR=(7bSUOdP;)ula0$YwgCV=r
zm-tnL(vSlCSF(RW?F3^qLwnAyjSRQsh?si-Z@uf!5r<I}r~us3Yz`4iVHOERrHXW`
z0_~yzXE_IOD)lYXy<Vyp%kshwKLPtR=~VNnN8QKRx}MrZ?>r<pz}4T8%tl-G35eng
z)rCB_7Um>gr9aWqhHL2wcVb-QrB#1;Om|}&le#*?a48i=L=%R-2ipA7ikLo{i87;>
zwI%yvbvLV?zSLW#c~_4Y#QOe0H@Uhfl79Uil^c&RN<E$%$lh7PlV1Up&Ys|w=R(XW
zGt#h|hr%t#?NTwMg*-^GFGKVo-%`Aax<jp5A)hM*R7`B6eD&n(vTXNm8fj~9IG@)l
z7NK1*bZNXx)?QGOqcMw6{iLh%VQ`eC49s>tMt;3k65!`Wox{B)&sd-cY4@fhKjO?B
zY$ufZG#=_@FX(<@p3PS-#8aU*(3rZ{g&|I@jc)1edh<8js18pvwuJa@*bjzo`J2A;
z!IoN`d|z^1*rU`i)UO>cmPC7=_WB7JP+QmgZ_pK=N9gu7cs$YvIoZH{6j7}^`K<&5
z8EZUxWM~G;n5#f@y~2jjTM!*b&l%v{s*iyw=V>)ReOaZRxOu~yk@fc(iZ2Yf{)<|Q
z;fAjt!{=z{pe}c%LlipH7#2kE3<~*3tJKZND#XmImcp;zj&P9>-j>^fttxzbGVJ}I
zZD()?Juhy141Ooqww#0ttk^b(uK})Xn+6omhexNjF7U&&XvMF{Gq!t68>ZNP$lj+_
ztUzY7mQY;`Ti<tub|>^7A)zKI{AK8ZKMpYiW@|d{L+w&wb4Si+_#{S&?_4Au{#Kiq
z`@`ZyP0{bD!IE*sL^llLkadAG*7aGI)qbsQQvP#^ez!P{#d*`zrjf68Rq*@)h!p?+
z*?8xj1CSKvJfJhUbs-jfx&S7dsbSkBX{ENvEsf8b$0@BYl3Az2N3SF7px6A$(?Ii+
zy>x!-;S9`Co>|c760QK;&IL_2A5_sVasu~V5x-;lQR%OqNvOt!a7{QraIzTS<Cb%_
zuuTC=-gxIGBun4A_7G-OhbxvqE>;SAk;!cpsbxJ2UM|^Lux{|~o`AHnesUBb=dZ<X
z3x#FU93ygY83|>R;Y$ZS@=GNL0RkHano3PlHzssvezMZWY^guvVV+`&>BRd-k5oyv
zaR}EONN>AS&h{g|V{3dK78Fkp|E%Nz+_sw@KX5VB1#~ymxyYpCPsdw*_@3kRn=rCS
zLx$ljSqJx<Cw`x9C7|zy;NP$eFLzl2@HlRR>lQHrj;A6N2}_6Ei^yh3hEdquulEZ{
z&GrN%@?L~OfPNLa;*4pemN@VMNK}1tj2Y%pRn}ixUQqCMJN(Q<5bPmDzE<@#gcsp<
zOJSF?5c)#gV#3L5V#R?tAsZ-Js(qZhtvVxb0Yk?iPF8FfiG9JQL#P5oLw^<V(?rRj
z?ZMah!<4=smhEkNCjtILD3S_`p{L@mZw6~$7VA7oKe4g^4XKYBLOGP8#=+3TVa8dt
z)j%%J->+5Vv<fvGP}Cv6;qTY~^Lze%3&>H-S+3sOye`PK`1>Ur03W4$TcGscTW`%^
z1N*tZ^l%wjcYnX4G2x?fsyb=^y`|a-=YHgO-{@z!qy9M*I5^n*vWofsdn+pvc7~$w
zX(g{<-}>k1#EFnGhJ>L#a?||%62FBg;X3(^?!nUd=ji<DkQO_jZUQ!@f8P><)mRw`
zP8Hz!|L@Vs!B&xq=~~77-&?LoX>e=S8)2CIdvvkXrN%@N`AUR-O&}t(LV(1JoTnRS
zrvt}e4{P}<n2ZZChYj4;72<>e&o-=sR7BU&3;apl)hB@sr@%UW=GBTWXNO#_xD>c_
zYhI`xvjYHK@y%>T3R83)o9%ov&R|&gZ137E&Qux-FVj=>2weKD6GKdn`bEC^ByQ9T
z^*6&#_vu&Vpt2L+yXt&J;|8%AbfZo!z7_`tK6aMz7JY^agUU-g@HE1H+)k>K3<D?*
zqnO^CUH~lh0u93!WKv(+8k<;y-GGpm1~a08DX>RR&`#Ljk)ia=(S_c!4~Y5c9!4xH
z=Q3a2avN*@14)XAFIs|T!hY4G55J$S!1nCpTLkFC^Sw8*SCEyBjG`^4YMc@@<H8;e
z2>!Uq4U&u_pLCZHG8kF*ighveaVo7@9mNPL(G4e+V{h^pE<dNhn}pGdRgnf{|4QlZ
z<P~uy-t1^0w;Ev!LAwCs^itf8SBqDWld)6JA-Yug_i0Pr%bhaL@6G7_2VI9~kElC|
zde<&>U=;qU;v`!SrxU>}7a545j9mRol=tuQc#eoC2;;-rWsG6k$_-Y=!APLj_lK48
zY;4Gb9HqNwb726+I_lhmMsVpGbZv4I@?A#17m)QZW+otMt_}AKhKMrVJ6h}{Msg8s
z4*-^dLr%LhWV&$IOqDqB3$?nmxaeOrxflPgOt{lU&nq>Lo{EfM|F^8EwUC`>)$J|!
z|1Lv>y}58f?`The_cmSFAwUt;4H+4C-Py+wx?~DiG7KLs$FOwb#Pk4W`dk-$HwroC
z<C!&j^&fp)RK8S#WcQ9kEO6k7t=(T@CYS)+0R*Dh2Go`_45ud>zG+B6n!qS9-YUSH
zX~HLxIQSz3myDetA_&g)QqC(K8cGKUR|Z_r9a6se>dPXGCm_OT2A<{I;MSd*ftZGS
z6E}<LS<>P)4$Of_GT<)o)hzeLBFI+Wds-T{B2!A6@$%e0*W?9s*JIf{%vt`b&sNPl
z(;t`W`O_6veRkW3Rg!^oz{kjM^GdYt&ZgcncihmC9SGR|n#(o3dnz{G?+$!0si^H+
z{+a6tv+{A3vuK3bCwRAv<ghnq<?i@KNp*#UvH#<<Xge3JkG)*y8{S?KTBc4jrl9`=
zeg&Lxi2wp`SXLJPEmZ-7{1mvXGpE$wF$a<kqG|43mJneQV6q$#-hR<n6*3Q5K*x;x
zw==>^YWS>kS}s613MXhss@HA{-jVB9rfQX(>4lRrlf|@c7L3sVVvl6NW51lf^?`dx
zd&LeUR<&@0T<#{eI4;Y2Az;B_;7f9Z5X?QH>9VhfX(Bi9bS-9FSP@<N-es(9n2?r<
zbzw$KK_D`p^#T-WRbkA3sYVJu`vB%4X!g!c^**zi{{{%TY(4zuUT%)Qx_9ZQLEag)
z(6HzeMY}<%j_X6#viI@xN4Zs>4zF*ZTet(+X^vTbWUFQ#s9;fUxv3lK1iuB(;Mvv(
zJ4@!^us7u1{-wP`I6U4!27k5@4#dH3gh-=(U1<`%HO=9ReAHX!&Ensu`JOo0XCRI!
z?zup@a<PC>tXwvVQsgpOOlfu(`2>gojM>8BkzGP#B7jp}_QKfn=hs|?$l(fTHTiJd
z(;e?eQQDvGzHdwcG3<n0MIYZ1!b1gDW1T>DZ*T<P4e@}Ds#j2k%e_Oz{1`0mO@Q6R
z>O~nWoT>iuu~X1pBwV112@%j%YZsOQ&cKT(YHhHv4xxzRevu}MWJ_4Kg%Tn_-fpws
z>FXek$YrA(P~Vg-iLhCr{t#j@ql6de?j(YTY%-wIwGtyCl9^bPrRgN~{7#Jns+y`}
z9)4T7XsQ!uJMzQcHlIfx*MuRGa!mxs>N}GQEIh<L-x9Q&I1L+M2Y788Y1Zt(Ke^1;
z5;r3E^T}3cbM=uyh#2=&L8Uii$Wh^m-PLFUYrb`jC9m;nd;O#DTxK1Y1IssI`kYM0
zrnm4SoI@%vpp1wXeYea(IgPJRFSzs?BHh!D>8s^jx|P=kDLV9NsX<f;FzV-7K2J6~
zUSX96bJcE^lovfX@(j3_Mh5AU5?g(m%kmy6N^hHyl0~ZZ=f=*<Tw1*NO<*sGt9^>4
z#r6J2qgC|&7pe2@VUe`WKF+a2XmoMR9!8?ddxM8%0|7rdO4`?zrZ%_@<W);cqmR@J
zqn_59W~S6^;QI)IulcXQ>{*%W?dcN7>kZ%c(*@+VxHYU%!RtvsE4<kLq<lL`P24aa
z)%j={4nX;Mol(l#8o~}FB|-V3sKyF(N-l;?g1Nz(OYsq*Wht6Ubs?ES<X34c#f!|v
zqvX}?MVRmw*<KMXEC<znrTk?d3wbuwe!gi{^Ryoo3e~9i$)r#Ey4A5s^P=%WSBzkY
znr1;&2fxPr(1503`tJ+hFVUlJZWoCo3fw{i^yLh!(Z(yH$|j2fd$YQYC(dg2NkU|K
z8f728*Z1(O0x!=PAU3j}OVMy1<OiSYU$2Fez-shsrtL)34C}S`(}woL<&I`JHHuSv
z7sVbgfT*du<g^j)9kGGkKP!XynZ%5C^&y`tU%+*D_Hip|7v;7&P<Hbfepn4<N8iXv
zx80+%&C-{f@OXdZ_zM9Fis*4O?=eD=;D_Jqbo9X#how5mqG9Jl!3wurW~A7u$K$5+
zmy#hbJq5ZwJqsc+77``K{U9!Ft3~?fM~IT8cy#)sm;2AamDRZ_y>3R=xDPk^LvBY3
zw6J@16TB|5R=<cdOTPYGY~;*{W$z3rQ+~S0gk$m7awU976iP%|)y*G=t@kiSRFC8E
z<fhDCQJE~=?Ag=BPGVg|zB_AGl+r;joztTl@(8(iX1hP-exkcidg*>={CYg(=7xN;
z{*T=*D$i}j7NYMJ1_Z_iYKRSv0b&v_pnSxH<&fb~nAx7)q!!d7nmCLpt;yvJTG2OJ
zM9X5`J0O?M<X(Ihe*U4vU95P~`KNv*IghUYIg+PyOE-IEPf`K|&Vk)<Z1)brL?r&Y
zb0g6!z_louv(NBX^Q*BcB@vx&wBwJt^X<%8oBdWhJ4exNX!#Qq&;Nhu$9wl*+0U4H
zE2o#PaXqLp`!-q`nL7m+a`ux+<ix-gXoO&RVNv%6RkjDQAmew8b7@3yPEE0u*QL@;
z*IJ#<z|py~6CrdLGzrr8Q!4ILiJ^{FIU~Y3hdW4iVcWLZn?{G0uR{q$Ly>4R42kg*
zS-FzkZ$1hv`5u?n7&FC72gG3KOD^-{GE3s7Ad@oh-EpfC+&u`bOF_&^Un=x8nwmKg
z;QvY3BM~jYZg4U`M{TG&kpt_{E7RiJ49U;eXQDkVR(WGbZN8bmjfH>#c=WNu>1!eE
zp-<Y`RfYw9QMw1cIk;Iu8blzuQE17LOduMA=c=6}Mne=@@IVdOYVE4_?U2075ss*B
z#ECDX;lA$e{OV**tp1@g4up4jo!2(rm+9*of~l^!7~rU~|F(A_)AvP5bx=W}sBP1F
z33bzua(xIa7_1Rxb$aV1N{=j>fNBbiH;oXmFp`<jWgCFI3rXjbBnO;8FY!L&6ra6*
zsi6ctAbTSiPx8+1lLZ4oZwnk35Tf0{ds^I=%3HDbe8no;^LHn`_+^C;RH)dJM@~`g
zJFmv9ntd}9ydKRz%_Q|Y+uz{k(u+Szkz1Xq@mgp++~5|~$uV*!@PNhCxMQ~06Y_pg
zDA8GrTMjl{U0bmmn3ZJSu;KRo`Kl{)W82<bC{p;b4H?M_SfYQhCQosOA(o6lk>t8E
ziOm}+@>RxWvl<x`<Yxwl(LMbzRAzkArczRNhfy?3Oh~ociUw~lZ%EYg8@I;l5k{kX
zUe1l92G*(ux*m%a?l?NeD#L$FNd9V1|7|j`vAZtuV1$B%=zp6BsVo<0Z4|6>fsp@S
zn?VSj2gP|Qt-pBp|NO(hwkH4QC&IA*Tz39Hzu~WbhA9JDudllAa{j9{L&Y(nth|3t
lP3xb!_pjzCUU}~9ys2DruR;Fumvit(PFh*2SkgG)e*lZ5w?Y5_

literal 0
HcmV?d00001

diff --git a/man/figures/README-unnamed-chunk-3-1.png b/man/figures/README-unnamed-chunk-3-1.png
new file mode 100644
index 0000000000000000000000000000000000000000..bd74a8808b956de3de7ac655dba0cd3cf96caa27
GIT binary patch
literal 40709
zcmZ7e2Q=MLw>1tQ92~tzN%Ss6@0~=6ULrztqL&aHqIaT81kpQDqxarIg6KpGqW9?S
z+sD1{eV*?>hKyl|^DBF=z1Ey_%_Ur2RUQYE0uus(;3z6Q)r3HhGa(S9B^Vm`iD%>@
z9|Qu$wU(7tx0RKbb+mJI)^aj2vyiuNuyD3E)0CHiK!l>AUKm(CdO<AlrJ?FE!_UC+
z{QP*_TmFyLcABF>vm3V-RrbHx6YQ#`V+VHT)2x|zSFUrdStW?2@jD8a5|-}tJD6#0
zzV3eD$gWn;h6b{nk6g-U{UXKKZs4tIN~pJO8T@_mH+A1<eZggK0V}qiT|aSw5t*H$
zjAL!=PgURF?rxEH9o{22-Xk23qd&2IVnTYj(%Ck<yHC@*Fm+mYc4xU=rY?^ZHXl4)
zBJ`c^j|JqGr01J~A5{9PA7je&9HU#*E|umFVOI_0C0RP&!MEY$IG!-0XY4G+k+<D*
zVd(4hr+QFymxH-zG5*3*R=UAw0|H-DRO!cB0<U~)pUvBL&jqT*RB?F|FQU|+er9t{
zTn@$0c(MBXU0C@O>#837JBtQuj6-^eK~r<EGv=X0x7myL&5t(T6%`APwm&WyPqxHg
z41~LOh<)$fdwN~NZIp`X>Z6&8{TGi4vh;_Iqr&ryo~lB{nk{TF>ZO%H-%;3k{oe;~
zkiGXfEUiVRMuhX;L`bvmeONgn&?%7Uep!_MS?0!wqmH<jQ9Q&j75iO3m+SS(rQ6H2
zWZ0j0VNxuLNJdVbnnRg>-<LJax%fu4?|fta{O(toOZbkI(Uw86rk+5Zu=`q~n<Ob}
zK&m6iV~2#xnCNLN4W6}^zHv?gCdGzT)<&LH*7?NJ&SEF)#Vw>x+vc`^dt;PKCjXB9
zV5GQn-|7W@Gq#V1)mPUMj5kj7<J^jzit&NxkLVIsxyWgAXyTa%w9F&TM@63F^7kdu
zxtJd}jE;LC(Q9T1erW!%;V#{KYiXXeR6X4DJVOwFdU$%+_WP$P2SX8WhnF9k<a9Ec
zCS5k)F<4UAaJ=iE9Zz!}zUwqvpQ<og7u3VPMfXAR-Ja8_<KN~R(!um@bky&bKNeRt
zm&oIIVP{g6ll_Wc=MtHE5aQhcZ-QB(>0hs&4M@h@4xGhPGx@G8tV%5Zbjfhec)RG=
zZ?N>l*~r=GEwxLAyv?}BKA-Jgc}^wfU+d2rzcXa?ra8n|%!9={yE@I4)HX;$f-p=t
zJ>3Mq5=D_3G@<oXIGTU;F7YERa@lbxshV7t)Rs#`WA@5l+2=)3byx|aSCk~D3$}0a
z4B9=(ck@vapDp+Abvd*XLpAj>^5T;qmh5y2Bwzf{s<Cr8?!5VJ5cf}{by{^z%2q_z
z!0L)AW;qYr1MIc-OqT7&jiyJV`M5Qot=1qF?|Fne9TjhHNasBAEL<|sgsz!I&-7}A
z@s>(ZMy{*|1^g^mTJ|9&68Z2`O*nJ6=_0bwL||9POErq&uhiQo`fvxv1<15li{ahX
zji>i9%J?FrKJyOcjuDR4V>USm5`>V2uHqXN6$l&n9tJ@QwT3{!cSztL1^9=^CCLBp
zC&-zZDF5$!q$R|E5*p3@hCrksich7r;Yd4a=t;yqW4%fP!sySW0vO^l{a9GY)C0`%
z)wQ80nX5D`bZ^4rpE0loAS2V!WU|C#)6l@O<53ycX)anl2FuUd-oHI_=o;G5AFisa
z;uW8tXj_;oE!`__W$Go&iiKeO=SwOH_WEJI+cfrn{S1P^f<%$&MgO1Qf?x!Fg5Zo)
z{CQ)>Acg#YUwl#*R5VD0|MvxZ3_fSl^P^Y65Bh&!R(?m~|MeLLd>!PXu33tQ^!{7~
z)791qk>tE`&p$umFlcha@%$=zcU|Rm(1CvR=L6^S<<8(hLtp2|V!pS{?>2uij?Pj0
zoSQW4w_Xu)5S4w{o+|%*w&-hg`EQf{Sp+f0%c{4t4PF=DA}RQvw_YD9Q4TYw!)5jw
zx66dqOf$Ilt3q%dKA&%NH8VPGmYeszy(qw@mUyk1_k2w_W4hyUc{AO`(ON<@rKnBi
zXG2d#OcFMRVTmg{)4D?n#OeqIwDS+4Y=ynejz=PdZxt1oZ;cmuPPKYpF{q`BAx*}@
z50iN<pMQA3VZJ+CqgkYx*Nqi=xK*T8z@T4i7tgB2G!REG-^|fffkZ9ZZ<*oE^y7=*
zXKLST4TrXy)3BoPT6_Iu3GYU+%Z(i8rFJC#r;FZa^9;VtslqODWleh`4Qq+|t5^GN
zF)#1N3e=QtuP-K~()ew4nl1i_zWQda*s=0~vvp*UYs9f>R{)6@^ZudJAO%Zl5&`3q
zxc*g^!{5Pb=jzuvIG=32NanNFOyzNq9Q|gYG}Gkn*o@aimf=PoNW`q#|B+QI7i<X6
z+dofV)jMT<WYLgeQcF+GjR0@>pyGBpl-hj#XWC(6Xa{`ncY|NlZG+1?W~A}`E$ibT
zIO>AYHXqM044L5hRPT4V(`<T)Ik892S385TzIhzK;TQ3_SR>^pZXWDNns0euXWYg0
zvFoF)opkc2$1gGS*SJ4za~!l%Nq9|PeWc1!C6ib{RwLiKxZEyBJquP^I=tFz+F$+R
z*s2jY(PZ#iNrCj=@^qz{-t~UlUE)e#%;PhQ!9<Kp)72QsTlLn50(P;!cQ;e1ss|T;
zdOm!=&hWiGWUcbO^RYM{Q<KC<djFx#({s@*nw!yQw`S@xvJX7OYW^1oo@a#KA<LM_
z0`_{%YZBK7vT2j$FTN%YyH=n)hWnai_CA1rt1=%Tys93y-ME-@Y#RWV|CBuZto8mx
zh!V9Eiv>e}Kh5+!+2T$-%ryAcdR;kT7g<xwsY?2m<NfK5=RA+pKVkR1-x3y*x94W!
zj-|{KmgD@+tNmnyUB%@_J{J~hl=X>^UzU*#jvQ6Hu0#p;^4ZUhA5)+w`sbaU?#@lQ
zEbye5eS7nxc%36qA!B>uE2+!B4GlGNUtHC6v7$3QIgR)p4iwH_y}H6RmAlc<-l&It
zy0(fZw+k)r`=qD`&yS0SQyeC*+R-(e;fG1<>F=NP>bZPfKmPmUA&S9X+ntZM{iQki
zi|;?RLws^n24Q1bR&}arBHZLW=3y6GU(5fcTBP>qYOQily>^M(3OGtMdBE#)4cAhM
z1gq*0<~q{oYCF+&l(-GgQ_GO(<-s-k^!(f+na9GkWb;S}mA$-hOWe2}GRz;@R`Zu1
zZRk*{jq8-!`(IoEHZD7-o$}4)iTJu{+vmwreNwGrZC2{m8r!Mp%E-6F;$rvf+(hVS
z87hNZMr-Ub_Ydphhv4G4#H;iXGTW5#^$(9o+12tBZ6}If41t4f${wRP)a-FQ?pHlI
z>j5W2Ar9FDfnz2YNk(Ai0ToAM!6q3zCNc96HY+L8;g4j~E?jDmtR3~ks>D$rd|Zh3
zGJ#3O^mJ#22qkbZg;3|F<Rm4%@miP*%_<NL$8@sf716qh%HaEAe-rE*j{W3Q-|fj#
zn~je4z_+*^!p*h$0pe%NnX;j{++0jqkD+K*v(?sSBYVslUW8_)ZBZU46EDp)3sfnq
ztVZehtx9Q9$*zSeCJTCXsWe-L=O8uBquhAn|6-#**Bx4-zUawSOkjHRyZ-I$LY8c(
zDY#aSr^yh_?N(9n%7vLnj#&wRm0khK29cRZ)e7sUgCg)-TP>3*#u+lk5c=ctw%eoB
zK4GpNJp9PIHQ{KF+l%#+-w`B_#nuRUr4GBGl5XEWJucYSZ!U0h^hZWDErIZ=QU1R*
z&qT7Bipw$_pfeUzS};0SleozB{MkJGYU~HM5MI}){*rLeTPKjS#qF_21Q+04O-X$a
z@9ok$ub=uz{M?(r@;+4N%bhe!q80LgDz*1~Kj2hFvXP6HtA?W3%!S5siNDwtF*`+(
zX*8TJK2dmFMu^6?S4CGQUhq|?l)?<P4Q|+_J_NGS5bv<qiZD6~v7s2*k(@C@r_<S+
zNNU&yDYiryw^V5!x=nL-^u*VfU)W5S@`6M07hX74CW;jHRocybOCP)4*ks*tg`nW~
zN@80@rhS^A`P&~yZ^#%g5u|}lPu}~Dz;;Gnc{KakM2_uG6R)NDmX&DHAy)6+E1Z(O
zhIOjpi*D=@pPS1~A&ytyy0xg#bw0MF8?|~h414@f5@;eYreNBhOZ<b2tcw?V;<h&U
znRNSuA@xSGMUs_NIKRbXunmoFrwi}*NyI922y730?rz)-RxWny7Pnk;d1d^<<G_}r
z$Y!ihuY)|mo~Xf?h(tfhSFJV^WT=Z4qy1G!g&jqkKE0IHs-x>jeQUNmXisUUnV;mV
zv~J~KlD2%}OI0*HsuEj$0<l2XAl<JR5Agpj!sxm=%(Tc~X|*<{6K#`npezuNT0XV2
z97-B>!F`1s8{W>Nih8-^ul+2{GlpY#uI@93eyvsJ&ouXi&4x&q$<Q~c#PYgz7fXS7
zHpLu+SImirEVo;mMZZO)CLx1nrS`g1W(F%)=PNOT^f6*|iR(Ij?MHmygD{Ai9Y454
zvSTHly_C55r&ZaUm11KJjweMD^ru`q*|zcFg4A;+$I9l<hh^NSPt2m@TE8C|KIV-~
zBPa<DHZDDycVDzuJx)dd3_E#0w8GtxAWX*35NtGP@sfYFP$jC|)4SW7o+E9HfS3|%
zbN*O-p&+jh3I#!8ADY~DH3Pe^d~#>Q)!55F4O^4B;ghLgD0)qmoJ5;)JjBm+@8qT8
zQjVkOpQBMK{5idDG9-4;j#8<1)ht&*<gDzl*lK_yw5rT6_n|JDiy=;lL|TAr$wa#o
zKiFiSqmsO1>2>3~A_{W_#-Jf6*P{%dOY6!+9;+{ZeIk=<7BqMtv{&$Z3m~Z<k{@$j
z9^|0NG4ysAiK~2pr}J7y>y9l2P*a^R2cQS!;d@6f(b+~Afy%MwtrXD5BKiK*ZkIRG
z?3%3e3iF1?^fJ(|&VH^oc`V&B*EZk~Z-s|jT0GHG$gpc#FQ#~Zzk6?;9|6q5_>kl}
z<UOI&J|i%i`FQ>o)&uiptc9!59C^GS`{x(y8Mf~gwxY&G_nVKS<$Stas*O94`AgK>
z=OA6SUNg+{#<8C7i8SPQHXKp|*YV|;BMEI)iYctZ;zKn^Fe~#T^E7hgQh3Kxj&#(x
z;Ix$z-A#9s)%Bjpr8Q|3o6&sFDqAw@nI+`-Z6`lo9Ix9}H}e~mq#M|B6zC!e*7wkJ
z*_bSKI?2s5>9rbn1n4nIya{U#^|$nao_{SU(Ab8UIh1OV*gpU5LP4d(u+?{k^2hOy
zJ6W3GZ>PXh6f;~kq2{9V4m0Q!Etk&neAJCpesFH2+V2?8Ou?g(-ZGT(L!SZ!jP*;y
z7=hFrZ>S5lVYFuka3keljxF_mu}F_2BJQP$qz)rl&0bLT(s-EDt{1wl$b>tr#|4#(
zJM>Jx9OA3<i2A3JL?MXLSLz!0tHH&RUt*d3>GL9EEKPFSlNgfg>;*Yx6WNlQz{^KX
zcU+hzWNoLjwp*@GBfjQB&)Rb^%^t{+h<#HCNA;hY(C7LQ^-*@e<t%-VEQlJ05C2x`
zn!H7R`UDRJui2E-AEvDaZ(c?UjkALq&c6APvZ+Moap=LO@@n6*xot#ZE5PAksP|_B
z<}i1nTem>FiPMVr2g;;tf{#5%1gn@Q4_2RW=#(Vg!j2_|%@6@lL5Z|I=r4mD&1{?<
zyP{NQE)x1rVp7sLvSxv|_c>KrUs#D;Y~&{evEEtL(S*O~qXYOvL91zc80#t&`O_N1
zvLV=`o+@mQY`64`=!Gz?T}pOE`KO`&EKE2=0Wa7CWybbs0)F%StTupN(nQ4(Y&d$1
z4-LXIRPYG{iU^6GM$y;zrEEo4P7?L%E_9O(!bf4Qxys+LSu^Icax55Zp9*RU_B?>n
z`e)SXO2Vr56A#P1(amfNXzfX*<-wzv|KeIst+~~l<F>%ZM>Xge<U!+?nLiRJF3ZQ>
z3uMS!_szRKBVCCsyxuNvGYrhZR|LSu-M;PlCpHT5n0AK2?W?vggu*=5pYi+6$rle3
z9|<{SI!kv;286YvcGxB&Z7a$LKP1AE=@il*JK;`57wXk}ko5|}9#e`IK<iB!j7T&)
zs*nW?Obns)c7QHQjCz?o#anS{RS2=w$$}GKYT{7l5_Srckta@Z_v(=rmB-1!;x$o-
zH=T{G+WllixhRa^wHx!IvCK-(Qm@88B^Sewi}Feh8xaUd&0Ek|{M&q1)rQ8h=g)2D
zfiG^K?QM?kmu2fQ+Wd9GEI|S$XJ!{Z40%RgA!nrAX1wugn?by;&(iM?Iuc!{26Ofn
z!C|x=ib6rKr!h^Jab5Ftx@R*U;n-MHs_;VnTeHYD*0T-R&whNrak<Hl^%MnM6gMQf
z(gEp}$DS!yCJgjxp9iEr-0EKa+{S}wp$&(VXVynkvxTLc`8Y0zqA$!5-$#+Czinpb
ziHRbue<6b(%m$iejQMD+G>h=*8ol$QT?QuI4-w9ZhigQ+f$#BmBN<U(wV3(F;gHFn
zrW9ht0h<<&Q4@`YWp<?Uq-LwI1#$3Y4+yp}Yjq_bi0yFX{L~WXp-6JgPfw5*X@8HW
zgvajao=Q<klyK7Ze5i3v2=(?3ny6_k&c49A;K{6=zOD%PWjij^%5T<$xDW;7TpCj3
zUy)D9`hjJS31aq862{J1{|3#;-El^gkjCGN0bk^^8s9JT3`LqCD1H*L=!pjGi`fJL
zogcBfLR&C9jNfKFEcSt2B4V#)l>E@FtS-K}5yB{tC^DpFt+yj8*f8UE6iW6TwVO*t
zpROUeEe#cNYCsG+rdr&8(dnRQ$gy8YG>0wIf3f1QP(YpGnFqxGMX{weU?UJ5O8rUY
z|FCHWd^|v(52cn_|HG(h{6`2fktjrJOYRFE;>Q1TZ{;pxJmPd`Dt}(fpRjoMFHtS2
z&GgupNH;T~{VjNh5}jQGE5?_`yWG^mv8;A89Nv%+t83q0TwCj3xr)n8esxWsAY)t&
zuI4!<Mk*<M1a<~trTm9^7Q4H9y2zwYUgMMDsNOF1o_-mT{5ba|#Muu>b}N2oaauU_
z0EKMap+rIozUL`@hTbS-NVI4*W$x3HWmu2pyV_C5AK!T$EJ-)q-CpInZcj$<3X<S)
zAbCp34t}l)4TqefQG*lsNYdwZTZK%GySq@M%lU!H&A0D~9Qr~jSe_5hk^IDWxtRb%
z!1TOXF2oPPJN4^xOH$>3R3U#okig6c@KrQ_c9x_MY!xu*M_p9$0?}0B#S6oLD2L?U
zI%!ATSzdEm4#fBD|4rmHdh-5k@1#i#OO6_8{pXLTi@KG42n7TG1vFL6p7I4s&(C-%
z9<UuMXnYGY|Fs>lUdVh>3B%Fu@&C2M41r)X&81d2{!at}-wZHIq3~Voz?tuNSPF(g
zlNklBw4@3yFfUxTLvqi=(;<Pek0gV3AQ%h^AjAT!;Qsf!`M-Ng48l1ifNh)Mzd}bL
z7TgUwdVu`jp~Hd*9n=?-iucbNYl@65^PF2oM+&)?Q3_?eR#vv>K1LcbxL~Y}eHkt8
zf*`E+sEkgd|8u+lLr(vRUcV+#B3;kUzq$YC)r>{K8`ujnXovmhqrX)E=xXZw+(M6d
z&^|(A;%2kZ=!gWVc<=&D;bEx%6Qp#~ei{dHnLh;-X~dwKp#|i%|FgFEn8=I1cP-7J
zLh_jR<Fg{95fy|6^mjO8U#m<#ONIxq#|#%QX~gSgF@Tl*`0kY;VgZ7Z+PlMv^1LpN
zepOkjA#{n{=bxVI|88(8NI!OHefHsjjaRMXqT$a}VS0f0KLa5H1gAGb$Ovd;LA(_{
zE_k0V>12BZCXj-`*bN%BZ*Q+0H%GDp?S9v5Y)yP!AH&2RV}JEcVWl@JPd<i<$E+8d
zoXgm6bvR>D>j~iONB#6M3h81VV(ajGSu2YPJmPrJE6Mvu43h$)Rn1=`-<uZz(u==p
zaL!}bt5zs}@s-JSYy1!{t6>EQ8-~qW5c9&$t6>WX##yk}#`v1h%qm4f7!g81L;msR
zeg^>}&XD9x6LI~;R`uow8*I7(=pH8oR-!dF6Y-$RDFKe22T+s$0@b%8Y#B^)Jso9a
z0_Jv>^DsOl5(GE)Z-=$>P8Vv>w-mYU&N>77g{C82@{7xu7Q9HfYcMAwk<#!XA}{2z
zEhFL+75IL%6zpot)z)L3*}M;F5t|IeK)ibt6$pFX;`t(l-<AmwxG~p^4oym}1AwYA
zbzDnA5g|gz*v_9B{%85webK=4PheL24*2%!&P){#P&G0=Bu2XcY*hqYb$9HQ5)m5h
zjEztsHU<<SFJ}HRx47RW3gjfJ3=!92odrPkGar6%S^xP-r&KRk?!tVMq9hM>z%IQG
z1a1)Gbl`VdOx%A68~FfAu|gzDo@{>HQTWhRIbH14SD9?jdrc}R5HjT#638=mzbeG|
ze#}lFO7yz=sC`odQvNJ>u6-xD*euA%Rr>rSUc&pb9u*#fcpn)la8hBJ-<~7h2PWVT
z0@Wt{Cr}}!-Ni9=ZgkZ!rT_fz9X<e|t?OCJ?tN%sVi>ob0-fnq&LYv=On(zOl*7cG
z!LA|Pd+{Nk6%9z7iFD5*;G{%Pr;OfncoRyfp9g@QFh}eJHpgQ``S4#NsD~eBr;56(
zYBA2c&DksJL>{Gyx=%VAc^wAZEi}K18UoA{!>|oRMLex6TFhuT?CO!QGs7!KAuKLT
ziPY+u2N*%0!5SSLy|KMtBQF0^{krb}>#uM>0OVwoVOtmQmET^+KX~8=#x27;i613>
zeT1Es{QeR=J0O_!{iB!2{wltN_ctmTDz(EOyBKIE;9OScx>byb6;XKLABc{JiQR`w
zDRS;DNjPEVcs?D^p)bHMCF-_Q_&FW^2V*YJD58|tC;@^|9|Ix1u6I<Pp$DHOB{&D#
zt;KkuMq>zXtOH}U)~|!*E=HHXLwXbcHpi^J(2ze_fba~E1NR$IZ>-7&m98HMdK<?F
zdz+wEm=DA=I$xi^-5)!ox;yNn4hSVE+3#%RE3pksmGm{7%1@K<o&}_~`VdH_SE(yl
zgkcYmyFzfr(qgE5&X@ffK`6U&P+$3?kIiOypC+>#HtRb79U@mxW4|xT9dzJa>oOSV
z4bRrty5f+#DRSeDy?DB8D%#$5d#RM}xyAab&LORVc%6K-ZrYZD)jU!;iAx%&O!*6x
zWLaEdm4^1+VFdYM5}f+A${>8#T%tJ@X!Kw-dM&<pw*#sYF?S{fn1QjWBF^Jqpz%!L
z<S6n+Y!OaVQ&{U)s1E4^J%;+??-$2+=p@SPv}|W}i#}tP`_6yiBbm}~n>j$09^to9
zxcm10%mI|e7@q;UAK2KcD;?af2g%UvsP@Z~ZP&!5pQ8K9I#WiTn~WaEKLpn*`>2kg
zT#R3{Ve{QIxiEjrDh7NsL{@~%45+k2O7&`rjZ3Fh1m_t(vArPlVr`%E804tyU+xN>
z&@Is^O_BT6J2i!1a-N?bI@EWpJ2yD5K@G=2x_JI0g}<h3yhuw4NH!Mzv9tl(ud3dh
zH1st~1#wczae3o$ZiB$*o4}4vW1CJ!>upH5f}H9$g&jI&FUb=?mDK5y9}-m|bIF|T
z%+Lp8k>ZlAfh>ne!p=Zx_uH@O!f`nFZ3PN{_Pe7yUa`^h$R5jtwg4Pl<;9zp(6#Ij
zAl5f1_Wj;tp%5d}|I3Myh$rWLQ}`CvMP#Uy8^WrQ9TZ6|X;?6=@lzjYrv>^juv?Q=
zi`5O$u=(@scgq*u)uI86Tqk51kHkH-Z?BKlh8cIFqVPn`goG{v@u*MXLN$1AX8B?{
z9}i2-uD1U}GQ(#@8E?kpYVxDj2f<m7kmP7&&NJ*Mia)Kl1W^mXRGlN1?q&w=u$Fdi
z44pC0&i{4mLXVPz?tI72&bL;C2{VztpGjpynN(78N9)cB%Z%Du`Ru0EjkW)D!L|i0
zhto^P{vPO<Mitf}Mc_SFzU#;d51R5<m?|@HopoCK{^@XGGW!`;N0-7E0ec3ZB~xGr
z<4HUcePR5&>v7~eVO3(UO`2hb#5d;OKMsT&s1NUgF2ui<m`Ye(``mbe8g)krlF#eq
zo3z)m=Lu>Oql|n9A#}bQ2JZ8Wh&ltRtu=(Ew-6NO<-Kg9-3}M52dcNey)hO;6vDzw
zSa-wIm;$k{E0bC}|Dq8SDue-)LrB+k9FV5Xbz<3ie()@klf#S5q~#4buj2j$2LYxy
zg>~(+5ztxCib+7Hf=dCGn`fx4T+YmRo(Tl(&z|}hw28zVhVDd2aMns<)Y0uEf2+CL
z(sf_15ub&(eUzSq8>2ZB=Uztx%&uvtWd=>F$HS6S$sv~M9&(@Cpn7%g7o<jB8a7j9
zrAn>=4LhBxRDA#NGQt%xzMIH}0UQ!51n?-)I?=>S?)gw+u3_=BR8IjD<v&wi!I&iD
zW{9?jbbuXM9!#M#MI9z49}9&2LH9-Pg1+-WYxs3Uh+rReN8>Lbj}E>x^3GdO_uVrg
zCv;*%B73qBz(4iovC96j|0DWySkcb|$$y<#oZT~bl&-WNP;Ui|Jk~x*6`y|O-`0MM
ztaS_Lvz=7Fv*ezSp^hCm`OEwuC}@~&s9n2A^VxPxOI?e62hF3TaVJ=Rq#D;%;43QL
z5Rf6`JdXcvrVOxZ<y(c|4Gk@YiUO9pBneLOg(`rI64%@$(MHE`V;i!ufP<d^B)_ak
zz@$pD=@EX~C|l7&9r^P27fpl&OT(5fgY3ZUcQX^^kCKDgYnEv%VaD6JgR1$3kts&(
zD6DL;mtu_Dtaszi#Wcidr*Wv7JyI3^TF`!$0TjV3G_~E|4O$=Q<0P=RR$)FP5_i|f
zJg!^XKa3*QkacHKI*yRY-oqVczUA>bE{F-MFnHj7b8Zh)wGzmGyV9F3azO3@S{mOu
z+pe>v6Bi`w35GUTi{NU^9#Y8CG)__cJp@ESp1Q$<7)ybqww|WG+{-V;>4FosmthYC
zy!yMw{DRJ3qfoFH4}9$_LF&2c*|e2%S^J*1{Wd|K?x5*_9xsF$ssxn(XZ};f)0F3J
zn{##L>r7;wVXg9R5ul;){wMQ0V=>=;8>9}3x7XCIfU-133wU4tYkVM<bwwl+<Gn?6
zJk)6%vIj5kIL72G=MEz(<{ddc@ae1w_NTHEVLxt*rI*KD`*0XUyUW+{?eR4ydZ!y`
zBL=wk-8TEC_6A;}g+jzLJC-*t^$2;m2x#I)_@`t|&=qO=p$DijHOWyF{J&U#%Ts&v
z^>cI^QDQTgiP1H6qf>ijlCw#Go=^vh<X#1-x1E1hIR94waY<HopOV835B=5&l^_*p
zBpqS5u*sIrE{vSMuu+`yxCQiHd}o4{<31>hi8qs>EOV8EH$Yo}^%13IDV7P&z+a&7
zOJqIvsW5V%cNHQY`b%RAgPXoKyGxpqxt2xNc<Lvupuso2!v<6{ZwwkMu!dA1ZBIrL
z#f>~b3Qnq(pTr{bIh%LSsIGiNrtC!UO~2$-mE4%<M5+EuuA3cuuii;=TmG9L43L#?
zS_P_9D@5BOEm3OY_RU*UM!qd-S^yfTn-OU(9<+8o#&V?pr{tiHpFae;lT`BP86h`b
z{?;Ba>=6;yEr##PSVwpm^{HS5pHLgS#Q@g70OeBo5Q&#m*3Bn$YSs77F|%k;W@0d3
z<%>-$ZN6ru;lGx%g=4<pYSp<q$EkK%=;K~yR7~O#sjTxdkBq>>a4XLe#ul*AEu0sw
zuPaTT%@d=zlI{O_=-5oFE9Y;lK=wmdA8Xjg&hbh9%rZxC<*N!~X=w-pbgX~Fw_+8@
z@`<Qe5BdR9aJ})8NnbOr>GM=*{|SKGtjD{;hhWjRVKjA&kt!wnPjz6cvpszL`DrHX
z;#WIWwOhRTRm;KMo~rD4?b<wI)pD^clHAfG_<Mrnyo79X<wlYhD>0IM_WCjwgrayT
z!dWLFK$(bjY`dAPs_bd^M?r9(^eq90-z-;W`%{oCu$~6PoUiNE-H&<3F48+$h1#7N
zOAdR8#gK)TU!keNpRzLG+e3v=sqN{1-U1%`G_oB)r&Z9uovfBuN@R}%9hBle`_=w9
z8!tI!Zb^y|lSn@r$Ca^|xp$Y8(ke{O;;rwwyrcOXnG)o@EHs^Q<#Nx;Y+*W`+ARcR
zll-NAkKqc-c|qe}U#bBNxcbV|_<R293|SRiAbpj9UJizBY-gZE>u*ITg=fVVC2;i|
zkT4D815X)zoU~NyzhP_{0lnb;+*CC2avpxsq#40LdijQuIseBp37?ndh;~4oDP{31
zwFnDbuInY&9uc+Gbv}=$1hJ?qPVIh3TQ$K16qp@6NMub1mz^{rG%b|b7vPm~z;?)W
zu~fwX)LTpAcM_~X8FUgad3_N0_eXWGDXk7N#^&;TDwjz>GXT%C6wOhv2QunJk#Fq?
zD4t0BX#(xx-6Jl0BY+Sy@=YGKUT%GrSeH3O?tS9c%tQFzzF2tJlF*4B5F>|2FHXZj
zSk^*8mnJ`CT1!nlk2NU%OXhqnrLq(^Tu{H-iWXP`e&rq>Ae)J^*Iw~A6*4;6DyV*`
zDWWa<J^Vbbi#YtW(j!!HYIVJoT@DDf00>4?%eVn*)@}`Ts9#3Iks}v*S2(7v7S|dU
z7P@RtxYNZF6?B-KtqOJG6>A3FnJI(SKTSAVH(~V!hvd|h=`Ny(XQMVbMI4z#C>LrJ
zhaKx4gJ1Xgn;)BloNXl`Ry(C)K*=eYOAN6|D-s>}_R@hC$Ojzs13rMk2t`N%ob?W!
zR-RSG;)agPZAW+WcS991r{U{@sUIqUC6QEJ@oT>QkuI)3#zlJ$it4DGpJZE(efNwJ
zK==CiLN0$Jncmg~^JvpqK`TgD=;q|3C>V7YKcr<=^d1i|XM6;WFFoq>L;vQ&e$?-e
zGNomQBOb~5QK^UGkWBz8>V%H88lVisC4lA^C@D=jKSHuE<4nJc)?>ed#9j`-++KGs
z9QDUM2hqg{qN_Su>`LW6y0|2U(?pp8>pv+Wi7b?{6Jvqul)WyB+dX{o*FLD%J#Afq
zCIvQvLZOoLqZJ&A=@7`N=h*`8FM$Y+IAVfxAS8?F`{WnWEhr;D0n*O+8p_Zf;G5G4
zkXl1Auk#9ocyX#7tH<~OLN||~U*_|JUl7-H!jwpn`{E6rz5>S|)bLFSP;nfmILPdC
z$Vd*qK<H)(%!4*g`K*8SZ;ll(zASs4Udn${7KW-wg9+4^s7`6i&w%sLsX+#&&-NF~
z-}}<j1pg63rWAR1z%pNLt<`Y0@IKG9CnDVi(T7z?0)RJY=HP!QZY1RNVTRD#Y-7$N
zEYc@1x;)mObO*pPF$hllyO)pQ)vVw&+!8HOsNcP+WI(7DfOR9s(E!5)!iB<J=vwt{
zgs4A}<BQ!~txD_7>D-85?*oN)3viek?WATX!M?8J18Ycv@)rS>XlltPTKURxj7o_@
z@*XzDO_YFIs_K**?#?WS=>qC}P2bK6zZ0swmpy}mAOSiEgp0OOkl|B|@jb3T)zlXm
zPvSiDx9gMvFv~DrJyya|Y<~mYK&qMXQwKNm-(VO4z*aF$q=q7URI%NorB`GDXgWe_
zZ*7#31!%y=pan{iAfyt=w)CRsHU|)s*iD3j+SA3~lZpL}t;|k2MLfh+6b3&XXoc}0
zTmDRq194%^HHahl8{eYE-NC)iVV-STy`5UR0njUb(815?*&Z*VAC|mp=JH&i_GDj?
z1Gs8lsCb76NJiZlkHp~Wjqf(;5MY0G@Ut2?_DrOlhT|WVU?L*#Hez2lI6q@jPRhg>
z+HcyIXxPmEQZH`VE&tOOmCE~{2DyM;l0@uX)r+q>nq{wr8$3^nJ*(b|+fJ5<sN4Zz
z3C{LJGdB#O7;y#P{dO51g`LDMOY<Q#;QtNQps030u~0Sk=;fow1x$kIG=$xTgx{Z*
zICQ<rS0>*aFG?V0(`K>rtjt;>kb?X=S{t-jZ1w(T(uL-oc?$eDSo!NO0T~_BovXFa
z16>lEOt+nB4TN9Hda@+>weQV|#2OGIvi(79S&><s#sOVo2U;Ock39k~TX2iL0GR|b
zFl8KD?*O~ar1eFmS>JbH|M{l}xJVvY-E`+E!}p~KYgMD$E*sZ#usS;py(kF!%_o&(
zkvpS?keLYKJ3xm8bj8FzA?jJW6fhWQW0-kG1MgPLLM6WvIQXjb?)wV{fE_RbnK#BD
zs9dpq0!oIuzqM?!4tAaH8AR*AcB(8&``At}0NUufonJat@`~4RWvnof+f42xz*K1x
zSb4TCjbC?BXwnPq%~TZ_cBPnLV$=r%MBzZLcp3=OqW}~b$Z{~g69mbGOCZCZ1kh-B
zYia_g$%&6CX$i?=oqj-fPeQSNy<NTq4hkC*oQDGAmT;v84QWknk9iCbv96sg8uH+H
z$P-KhG19XdKg{{!$U=To)j~_v7%*WyMX&|l&B+)Ok=QUb@sp2oqx80&U&~wB`m-S`
zMAi-JF$83V#Dq>LfS1g3MeLve98n4zN)^^>z4-g^#}%vxSX4TK)@muTRv!my>j9-*
zr8<C0+;hWq_2y}NTwB05IE`5+$XsPtgAX0IO6wNb5cW8rh+pbc4#xSFVw~S)m~1<!
z3xmfbtRO{#*C@X`2F4Rp&b307c4({!7LqJbmlE9<Jo<>1sha3Y*7*iDt1Jc|TscdX
zM;(TLsW2qgI#Pa3jW6?{mK&580jfvEazN$w0?vj@fLlb`=rv{o=bPNIBA>(g31$qd
ztu#7>$#MW;IZQT{uZYDElcmU)YR*tx2B|FJx5s*#BFTy?p%XTeYKQ2X!a^4C(nJ^l
zi^xv&?#ch14!;SLON)6VOb7A|0lX@1kjP)Ux3F7eQ92M!5h$>$(V}~?q=s;5L9%u^
z6onRIWof@(z;0K4V>~(7s6c}dq~+oz=75^!B<>Fmf-TJeC^~G@$CSg<XY=|2yBx=5
zU-|}^{al+Byn`rXOtHkW;0R@{+$@5M&~Amuwal<Zui_K4fIw!fpFT+M3;$amrxPKy
zHmSg@=XKaa`ZiLHCCZ*0WO`17snGrkKPsXF<+2?GuY2w!DT!>}*#(HnB5o|im@7oP
z2xVbWatMWDU;Q9g7NNOsv}@Sk=T<I_Q3d7bn>K<}bE*Y>SKNmJLzXI8E}k0_DkkS0
z`f0H=QvGv6J<}$a;?qZ<iWiceCh9vV@<29M2NF^$T7kyvMUDENM%QQr1C*i-g;%tQ
zG=EN52yAOh1R1~KD^WI)rhQ+)St%AIzM!r=<&r?@pEHgsmq^FL^#=&f>e-=6+m{Cw
z`Damr3y5SE?%v(lkp9cEnYp4)%=}=f149Sh>;h50QP6Q2bVEoL+8q!%doE0!8k}p;
z9b8HT^wfHBnfpXQV(=sDiiz{iH1{w!u5m8AZbke0Bct3@DPW_zE=HVwT5gF^p#`G0
zyW1w_1J+s@vMYqO5oq4y=Owz8+0EyFKImafzQHdY?mnq3I;=4Ob=&51TqYH$Wg2QU
z2958IfQLaTM=r`7xO7BLF!vLaXM4ukup@!&T->(}()5V=8kZEc=SEiHI;k=QMkSk)
zr!WZQpBJblcYMN9m62w>k>ri~@pV4H?OD<qR7bp-Sy4t7P*Vg;;yK$^yruPr5rG7}
zjAVQa?#i&FLIW6LI`p(i>&oY;*`@dXLW}dp2rW5iYsoz`o0D4+J}C?BW2JZc(~Z%w
zCmZ(>lw+%7ARpBA!LNZ~#vB;PQXUi=ws`XR-g<2=wzaLxV>+}O9)jXteyc9c;9H=Y
z_D>$iXS&_?64(l@pH~1?X#n^gizGeSUKDrpsl`3oVX>P#8{@!4su;X~C}Lz?&It5w
zWdg_f#urA%YEBq5E=aZAk-3N-2Zf*mdv6tnfw7ki5Hkyg`_)oLF11!Uo^3HT%P+m^
zLkXz)dT_8eT`8+qYge?6Fy?qa0XBlY`teL@6z?CB4ESsydCNXaJV7+WK!=Mg2gQR$
zxQ4=OWZI(;NU<H|)58>%ZbS<zRcViZiPO%AuOfKZxak6VI#DI=K_Ke;UuL4ZxmQOI
z%)C-uK=IPvXF2*scX5-%Z8pRxksvh!jslK|rj7!l@3TyQ0Jsg~1`<}rgFRb}ZCiS4
zzZ7Z`1cDz*6MbonFI$n$%bGLxo=^P&)$nw0fjhZNr1u`Jt|;a{OaAtcpKAHopxdhp
z$^|uh{QvYO=%kjynbTtjKXVQOK1(;!`2I^bF~3+W;DU}%MZ(*wt}l+UCeKa1nm~Ei
zMX^KvB~$eA(2Fh}Xe3z({!-Zg%@C12VJJvD&kQrAkkS(QsY<x`wlA4t(TR~nKu;wO
zxQU<TwxOV5kFcZr!^Hx#SX$CMGW$j15f{)5f~O(63U;cQKpAax8~$q}qAH&IgvUCT
zF3(FSau_r^F5V3@EXy}CV`2nFfC{W0XVHS#UwkHHAeZ|l=|z;i!6(=|Ww_Jbp8-aP
zdD~l{O{GJap^~FS6bAcePG^Z|R`uak;`dLA?2kdj1Vgp}nIW%N7Qfh>q!NbEmWGWv
z3Lo|`6w5E_l<3mxcKTbrhl*$@(2PUt(f+TQ1&wP5Fo+%0`Y{U0s~z5k+so}W(A0>N
zr}AJ3E3IIYg<Lfw*yq+%xua^spP5x?nt*-Eo<)p7Esa7)P#!ulA&ehXiY%s~%ll4~
z0u(q$^Lj0T48PWTwU+=?W3-|-Itlpxph2{qScqZZ{^tTv((eF^JqA!udxglm{iEn)
zz#HI83pdFAi3|FH<NkqipTOm^6ClW@K(S{9jWq(hN?6V^Fi8{c=@F%zp`2<hB5cKv
zmFvQi-KfPqtKX;{?2$&PIZ}w>{(qi`i{BIECmiAqJ@IC_+#^JR;B5J)8LMZ)Pjdi>
zGG=_cY>J>`*|6%JS^TIO9-MtXGggWL(Or%IHzRP5qop8Y9bA#Xxyd2!`ETUJQ$e-W
zeczCr&q^J_UumTY{gtQ0-17cxa&_M!9IfxC9R6x_UaV9u0`mWZRe0ZTl^=p}@kx6E
z1^(ZYofC1;1)Tw4!fv{P)-Oeuj~h7@k2(>XoQFZD`|Z>auDk<Qq4RGkbraC^{pbiq
zT*67nUnUrHQ)C2TijN(PBYcDmY~dKH&jgBkb~qi0TnptsA`;n}Bg8EO03S*yNCxZC
z(bKu4K$3AvLnrpmj`af>7E&{)ppJ*QqyiFB$*UlmWFfcOEQXABaBfz?DfuH1v%J(1
zD6U@rx+^dModD4(ky)Byzh8?l?Lb8?deOTuCpx`b-_i=)uGXY+ON%%GOF00Ic{T>D
zUV2}ht~ul25l}r105PthZu#Xt#?2AVgILhZuq_462TbSP(HHZ89WaC2KG@+SAtG8i
z|JeoUiI$fG{eCupE0*QZ&|n$#GJYOX^Z{v6_qpi+W(P7L0u7QZxD1Q`%6|4?=>=6V
zKkcq&9Nn{VSj*oO+ec~;>!xOlrFQ?{hy4#>G4wL+X9na1B+~$bAo80tMv{2*TVGIB
zx^pd`J9szmOCl>AWC**wK>+&K{!qjDo2#=yea99?VCZyzmNAWCNwh@VT-6sd3mRQd
zx%~k&UMM&Nxc;rdQluJs*LAjDjg5%|_q!h*=Rv<cw@b5ZgZLAqAONDEK|VY~oQ`%?
z=+I9A;I|^MD-X*|2GZG#;xqXz({Hfu^hP&x%R)Yk>5sr#{{<I&0?-*6|6G`MxuL;>
zC$Cw6-F>2^<?s@$yyBL?O9S~oH^$71)PQUdv+Jry`tO??GpnV41Vzu5bhg%hJ3>O(
zL#*)X4(5cjai@E5-`#&C-!A%+ankRJLF4#aZ-wYidbvn^s1Z4<VRQYzotd#_<x$>5
zo}KxosmeieW1+5xx4jP?;X)uCPq~Jlh^MXi(_@UFZ1tPu{JP)F&+UkbiVvim(eFEg
zEpe&DSODey3`(3D6?_S4rq#PiIZfon`>oxE?nAJMsCI7q3%jHk@K3xJ-x<O})XESI
z`RGT&@xSL1T&W2+y5?po&E%<9hz#G>?b>FrOEnMZAb`h&lREi*s7l-qH~<0W(>3O!
zcb1?VWdTMc0{9exza<Vqx#Jm?%ulu^epQ&rCJQ>IpE3dOL4dVYKj??j1AsQRl6$LN
zs7_l%7jB5>o_hhj1{PqDqnOA!sdK5<K^3q7_h(PWo|+tI(_=8)t*6m9DdpX7TpAQ1
zRsz)X$x1;cCd>i;Z|Sh>oiKFUXn8Y;Y=x+=_q?0CyCn2_|HbdNgQQ!~khJOVZLt~V
zrS>}T?>m2bSqRX<%Wsy$WxdRNZn96b-p3c{u+oB(@qFX(zUEXQ`2)44zt(;ZDp&ZW
zr{pR~+QN-R=AY!G@86+ht%O5hcX@WSI*>!9Q6c5035GK!=wW!=JZR0=M}y7)h)Aoe
z_C%2IJADPzGXi&PPhlLG#?kq8(6PyuxL0@jAM_r9GoxK&^~%Sj?`@{4KO$2I@h;rk
zFluQbC|?2Url|1-J;XV=a^uHGfSqDs?*gG(9f2;URgdyM8^(imC_D^5eV)ipUN8f)
zJ7)GQ@0+2*sSsRBw&~h`J)}nCrAom6;Vs@~J;vm5wOe;GEm}+!QkvGY<97m(+}tab
zEji@32qguVFdbwdgy!JqKLLgaqGnIiJ!`e_fO)RSo-9_*_`oD8`%Kv7$JNF8;mTI{
zQ(<L}uJfSP@1K-VVk;JSS-E?ezth&k<QOLdvL)#ADNAT~LC+%{u%_z0&wKW<DMxN_
zDp9u*`KXUjWe>JxB#fXqzza=+e&i!W1sY=L^N%c96HfpeM{$xFmGg2%AS5srl)D*0
z$m0iO6(;a<2fuMqoB{Q1d_vHB3|@_+Zr<&S*kL!3h`qz)V>(kxY1vqPhlXcS>iZwH
zgdD&B5fTo#R8}XX>-o%SR2KISL}UW!)V?ncdK<y&3;j3!4B=nl`a=s?kB02blSU0Z
z!UJF-Q}<=5yr0sVj%^2U-vUS#TL#_fYr1u0Po$wDzer447?J&K#tXAFHWBt%?XuUe
zDn5(=W<Gu%#C!-UYQo9(6xJz&yeFM9d6!jB<BJj#zHPE7X)D97vGAId%BW%EGa_55
zA0i{uuIm6Mofd_)2?(okqh-AzI{c}L^b)ixx4xTL6oA#q_V+tvKiyw6a+krh%&0^=
z?!uGQMj?Lx%lC4#0GXalntKFmK_yp8MqM3bT|RY~?F-t!<b7O1%*shLK<e*Rin1x!
z%!^R10fNI+%IkDtb`q6lU)2nWQiA<M!&ODXivQ)9qJ<&W=|BLuD%7m8c`>{VeCYjP
z<_c;=2K+Mzsb>;W#l&#l14e|NGF(lbU+v@zm;k>NWV-|CwvQXYM9V*=!Et|{^I#)D
z>Rlp+L3%QTmbKk_mcPuByhb$GMP}h>%Sb)k*y^zCAL~QO^a!8{R4xt;Jj(o0gpJ#q
z#@zxOG=67FH1^1sUT(j^L{ZlM$3VRURYp|$7I5})f29}4xBG&Gev}r=g2W)u`;Yur
zDj7E#ix?>wK^kce1VY<Xp=Qb2Q6ivDu<V!MDCUp7Rd5Wj?gG<oMN=pmUz21y`5v`a
zBmDZ?DIhA=i_mQQD^@UYKslz0^&@Q8dv<*nq-Bh6I_nEm3yB}V@xn~7aXf7nv)NUk
zPRNNrIuFLVID$nEB=PoH*L<PPfwhh9`(+uWcTL~v37v2O9Q#TBHOwmFcR<n;SwFuz
znqm?|e6oZC-S&fSit=eRme#@p#&G`E_{t=INUvn^#B+<(_gb$U4BA5cP)ZmB3y#+_
zd=o(y*=*$57w`aHi6x~>l`jG&{8HSqNW)CG`?7KAuz|74T4E}R5~5(skAIXPO4O0#
z#V-bVbIgApCPPzYfQ3v;j!nk16B67<w15j2su;w~A6i0{Hs88;8U%$NPwG2H<*Zc=
zOKcw_g&QbV$YBR;!r>a+6Cw5|>ZHh|74=jD+4s`f+pX?!pgV1Lz3#?kVamh$)v`2Q
zWO`cWW<#wU;KbhIWJ5g^EuzpCcvz9M6#5$wj?Vm)WF7f3W%fFZiD^1%F}jtmnYs#T
zY#G^e0=$lx_p7`(p-aBAUcHxdRJV7#mu)MK)Vfcq!QO@>mao``B4PRyT#m|9TRR~|
z%94FxQo+=0H^u~*Z$a;8(-_y2C@+xN8V!lVb7&8I{t)O_q+^fmb%o-+jIrL?hPMEV
zy#a-B*(VNtomjS>u(L|x^;}Cb3AZ2O8=UgjBV3XK*DZYxYxqkh@*UBFuz%9GYS(Q+
zdd3Pg{-SO;GHluEx4z3&sGa?LcTrowBC!Ts$^TNVrpnTcy?umGC54bLMv-oegESRr
zXaQ{_0`2(ckh$L`df1zqv7~s483gZwICIVVqODiiT3MD#fyc<<5z4snH5j^F1xn5&
zr6QL_#>aQNvoEG%XpM}$0*d-TgU$2F$?n|CvyPBZ65CuEZt)Fk_HOhfQzby=0~QwX
z1vCC^Epzx2_`f|>g{1$9=+Z@M6*4hjZrQ(~XNzQGm>mbRXQ)+JTrk@6Z+&=T&5nq<
z$IRBd!?p!b+3nFKB?xAyp8H#pO0uwK-^ou4jKd};9<b|j?QBcnQHtc=4c>aWJv2C!
zsNBXA%AwDoM>uuOFXkFu;Y)y0uUznSk#f@+5a<S-q`+u+3^C!-^3jjT9ewjv)7TKr
zE-<RFd2{$6!j*8eyv6e*9#k~zAn}0MX4I)et^f<95!B(o)304-dH;oWI8KYG`0}Fe
zuSz5p$wvB9_94k(AYXF5FsO4dFsKbU8^Gdh&g}35a#?}c?fD8)i|dGGWOCh7D0CJX
z<vI+T5v$p8XeZ2FDxpqd^c{8#vseZ`!)iIOQFJ$Eqz*GQe|Dk{h7uy6GcAu;`2z7y
zRwRp?atDIGpBeR{)4E9}12G>VH%C2(GMK2aKs!)kf!A^Hvyo3x$8*F4K}<&>YW#Vi
zYo3BtR6F|h5n|NgS{^bmV?suEgPWKmRl$TW`5m7mra2X+-tn%18@VE6ADpNJfGsy;
zp65Dr-aYV9r#pJ&AAFE2aXiGUN1d-<iF;gBkp3$*HH%MTG;@@w4}&qNuf_^L;SI)&
zd~9$KFbp6_SX2&0uEa7HlGd{BVmNv;Es#V;rLutNvQ_;k|1TFu;1VtTF>P3Ek2cL-
z53xj~_S4RX9peo%wlk?p8{}*FBx=A~c)$oTBQjLHj-l~RPNsT>$xHUJy!Enp0ipXF
zaN6vJXavqjaCzSW(WH2^(PdqAKExTI7z%$wAa(z+@%Q|Jr{v<xl0onhwz6F_WjMya
zRB0(8GgC{sb!xchM}0?z4#eJ1?fjtI8L2PY=Ytvpnbe`9o1atipRHUVG)z!0$5JY0
z)+G|@nZ+aDKFuU*E>|TXyVTvox6U6}3ymR$PaOD2Kapp~ob>BVz*EbiobqGpAs!t?
z^mRVUfeGETTc>V28O;^{SGcQxx(Oe`b$?JDE7p(>Z3FY-sWv*EU7>h+das?6u~^15
z30qMmW<le*Z-~UgV0yfbFR%(U20{Fti3!7E0QNZ4SZ)x467qx`ti_Jh2z@$$0yd%x
zGtNP0aFV|@G%pBispX|*M9fQvRm9{PE2$+!Qf*E)3wDI%8fH1nk!2j%h#tzT6<$>M
zoDm!tyxnWPt&~ULaVcb6x+QVe&m*U;xLeUi#lOz~VG&_9L;_&(8Hc4w7V#UZOn&1p
z<qUyUtZ%)G-&=8GM)c*Idcr~GT&&>)DItVF!)#ys4DqWBu{8c5>3e8$C(EcV#&-Op
z&sqoEev>hG0@FOoLgwU93_~awm@Y*uatrT$(e<&ANYxUp(pOdaG{%@?qtgn=9dLNk
zh7YORyrp0ckY}4JKY%6+!~dT-8i25hD%{#5{;QN69I}j9ps!&3;-sCbn9BpssM#LS
zW8T<vzD4`ckcM?dN{LW>`-G}KBc9M03mL|9w2+74@q8bQ>iKI#Y}{B4+%&w~)TE3-
zNR(6-6dASf_nP5cgi917T%B*U5Ff+eg~lq8HSv?bYV&C^{>)_OK)}H|j}H$rD5B9_
zp-^d1{ZS9b&;B#k4hGr}PI1V2p3eQQwg2J?=_-~AdiW4DY~=$1_=<4fVjV^WwR;dD
z^<F@#-rql)Ao4)~0FaYa>!NP6;Sc;P!%xa%0krJ@w<))I(f9xU7QmQzZ+-eIHDMSb
zqIY7RIirH0Iu#F*cE+IyS2Ei2v`U-$hRfb>VYQmJ>!S};W|Zu~!2E}3-aLGJ`uSdN
zdTI>(bHz9TZ?mPrP%wGH7tl4CaDjDa$4XV>1DMZ2|HB8to&9hy0J4;?xde7fgSH2R
zWBcVTr+TRxLZ1H$(`DWKfLzezb5<Y(fzz=ew2SX1mIe0&$Pk(iFjB{?x}cI5)lbl$
z8U&38sGJq(Qq)|*lz}o<vW?>`7{h;+$Oiz3BCjb1;yq~m@$tcgpd{3m4(kCs3u1;}
z8tb(9*ZUi0K3ib;%FmQpj7!8=SOOi-0q|rKWCoR{!7U<E_6js%(4;VlFs@hk-uhTS
zUuXr^uM~dUYA&%1hcln-9N_sl@UOC+dg2W<V(Wo4(K?D{pmH31WPM#<v7Us^up|JM
zbY38P2M@vdr<2-&WgK;Me|r4}p?o8}<A6QpbV7Qn8|&DCgVPAuF*AMvIaFNk={4{H
zuL5MLHC*BDL6zY51!yL&V^-fd@Aua1Ud8}_Y+%dn3sAZcf8n5beYlqm{Y8y(GS9{M
zOVAj(mv+E3VcF{jIwB_JktwiL2|#YY__&5e==2b&49Rsa?3?8M^|X+=Bxn)nVP!1e
zCPcXuC`rW~^I#4Q{5^rtkB?uf&J}CqguDa2G6Zu_P<pn)YcAU!VgD4MtSGd=VuYmO
z_XWdvo_Q4zC5OE?0p7BH8s&y9=AhT&3<#YP=mX{gFY!083uhb!3Vxf9x!`PfTzU9|
z>2*J?0|yF~)B8CnJ7t8ORD1XGboX(Nd`xts_!21L`pLpB`8>KcHlMEljj1_<p<i;q
zs*FW|ZaVtZk7~q<!v6FVA`t16jX|9j>507lJjwu*;^}3+6o0p&9_5)K=_?U6Y~@K`
zQBDPRMV#e-to01|HppPid?a@pkc5|oU%tJ#NqQp~z+aIR(5LN{!e>2X4TNKDM0fN>
z*N>m~@{c)2l2-<BLPnI(nK<0k&N&=c>jKz6%#8=Uw}_yfjI(S*1T76RG!m&1Krx_^
zh38X8_)(ZR@_^BjbOE#du+@fk(6FRK96GCtnHTqm4#gkXuZk$9j~`)7#l=!}2swNP
zy-90QwKS2n)3R^A46zJ|*rqc@kX8`e#)N*P?+*X;90As=0E7fY8<r5qRt8jV!=7n?
zr;PuY8!#*>fSXVX+i9mDRwz{sBFqU4^~IFjSJ|R%FEP%RW^KzqA%q(wvW3y56O|;i
z@}~%M$LKAt@!kD<bV3)r&kQbhs)pYgox{Eo9{qi+U6?trK8hbdqV@lI>2@Y4s2!y#
zPX}lF!EC7_7>}qPK0p9P3dGv<YFK96A80w~WVuoKEa)Wn%YOwetc)oK&$qy;=h+DS
zbtM0@m>}k(664-T-hUwf|3}z&$5Z|Oe{(uGM%ft^#~zgx$v*bploF8{g+kfcB0Gfa
zY${O^GApx;WJE>T$|@tH?$^cl`@8SoU-#qT(I1}==e)-?Ua#l6un2r0AF;lZCGUR$
zXfr{XTZ>6RC}}hX?AihrbNZvKof9L!0pYj?V0)c{-#&AX6VR=naWvWUHbG7Tcp1dJ
zS8Z7o0_u@Jh^G9MV=w;aH_)rvf_@E|J|sQQZ?E=i3(uV@ny`?3_9LDh7UC`9NLAFZ
zBk$HYEEAuIsNTcgJAWM>{>RM>FcQFOq*jq#`v4n$6Aby!wV?sMX*@K{M5mDm3ne%0
zQ<x#}LntO^IDS?Kz=~4K-bi{rCwJFZYbp79nHPjC>x-ZG{+{JP*hR4^x$`cp7DMau
zo8uuBFS_1p;QO&g>KBM#=<n@~1PtB{rd3ykbt^Y?@kTXn)}n?hX2&B<bdlyYPJT<{
z#nll`pq2-o>1upUg7UlM;>$`<{q|nRe?ICsRnwf)f`DD|@|qFm{Y$%y?F26E<&SF_
z@c6VU!W@7jvxQIF5+Sk9`SuAAv;rW7r=M|UJw2X8i?y-?`&0eoDe{_h*x}Dn3(KgZ
zOMA~Vel5eB{h>M(|H(jBsv~2Hy>kyVU1dS(K$@$2vMvx%7RAA)JmUG{+=rC{c+evW
z1h$!@_Z*0A(YAudbN(l26pF2O^F?)NHDhxM7C+bd4n~KctD3B~9}GgJWb6mIKd+`U
z`}Ckjf7W<l_%@mpZZtvgDtw~f4?BGY#LH(M<aDwA9qUg(<NZkbv}146daaQn9gY+R
zIATrq-zukG4k!;wTmSBEOQiX~W~3kxt85<ujaHNty1^8<!J$JZWq^w&VEWX@Q3#6O
ztsldE*E8E#&$ff!q_f1UEryNp5TK{Mgvh6|`%lyi=cV4fJ!%E&NY5DlPMLSOutl|s
zV*(J_p#v-D1NHm<dln}$dJ$r^pqtIiuDmsTz1v)-Y%*Mof+iYb4)0HZf+sSG_3C|W
z3$(P3W+GLz`*Yuo7DjpUZ@@<ozk&o>>No03Ci;i!GGUR|1Xxp?rEvpo9iwRL`0r9r
zz}%S0yhX7dFWC>^oV(+~3<&-@pu?LZe!j+U_|gjP)>KjDAX|W!(R33{Ixc`%Q-G(r
z=qUq|tDhdxkK#x4o<V){RCq;#yaq@lgL4P@WcCWYMGl(sE5AU!C6EN!BC5+3RjHm&
zM6v|9$L%ryv}LEKEh}BomP5eAa#=+`O%ja#dGhID4{$79Foii>064S2qtmt<$_lJG
z9IahZ*H9y`OB(EiW)B#0VhI45dz9&^q}$ZJ-}68L<BYv!N|DK{IkW@L{VTaBlBb@2
zfX|;#J3i1IQR-4Qs=E7Q%ZQKzsSHL?+pmQKN@oI^hlJoyO1Bn@4Ie&R1uvmyMG8l#
z9&$}~aKY^G9`j<_dzXRA<ai~v{>K(F<{RV5=PaKVL<|o07H8O?hudvnXo%j*9U)Ba
z@?VR3FGJ+fz@M^hx6;l5VQc~&k5;h@pI$~qL99s>)<_H9q!#&V!2X+zr@@`2Nvysx
zoCU?iW1r6V3&)R0x|B=X_hfxG_lFngj1$3iNGNy2?mq)=HKI}T#nEbgR`B_NfL^QI
z@%57_NUHcIZ2;6E4>Ce(-uDES0Dd2oXTd&rxG_c@_tEo}c3p+@0B?1_cQTTs(>M*2
zphK<g$o{j*P_p{=I<i*55B9c<yvlhn=@8UfWSm|Xmp7s{P&;aBf3~z};ms5^5LpBq
zqvm}fi+rb#rPe={wOD;YtFX3y_~eEBeAX}8m=~yxOKDXq*#Em=#!wGP9nyVi0`-!*
z;z^U@cqGMuqMoPST#JKP61Lg-!amze`@jB;hA?jUrQZ8{#;uk}B%S)0A?JI#=v$_U
z)j*#sEbO~#Z-V#7k{)MZ$p+9s9Uz+J0nT5~=(G9|TvP|F1*u72A}B7M$pka1ls~p)
z&qNm=7}11))L+x@?g1m(0j)s+5a34TW}+RSJ}Zj;a0u$zhicD0{4Q+Zj%SAF6xlbi
z7k2=LL>duiIaEy|ffk7CyG3jH3i-EGIf$##4ZNVWyS+Dec(9n5V4!}N3e;j)`%6ua
z->2Dpa)g(!xJ>%Zdlfk-z+$$liHOll4U{9tvXaEjts^ZEuv0%ra&4VFp*pnv(lM&h
z)BunF)2*w;Ec?p}WCXIw7AJf&`!~lc6|hr-0wi4K>9&<HN<h?M_C^))IhywS!r4i%
zl3V((nM%RLJ-!vH*OUWTbFuSQD~u%=xl`MFE3QV91U8(S{c*FpobS4aZZ;ad2|JJH
zXk?TyhvDA+j_i-T;Y31?qDCP-@DxL>Ko+DL$NH&3;tzDxTK$E(3+?g-SCBsgB!lhC
z|5*c7;LbvAlOCOWlEr3O<JO#U<MpqRDhCp89az}}(7I)ZMM%TECFDz~{|?eh3~a=v
zhId>tI<dE(aF63KU;Tc?%%_0?O?{S<N7%BSA2`tEzUp&NEVG8pKBNO_*5eHQ&j-W~
z{ie<TyFVz{FfcU1wiZ4+_@HAg$45|md>o=zAjyaoRB=ui9*hDiaeH*(;ru@OAjIm0
z-8`)JDv8h~C*=3M*q;@_TH|RBS$$hTT^t_p(X|6eJq5+FbfG<VxfTkx8({93mAZQ1
z6IAYsi+Wy{p#V5OWci@x3EA87gg1AYx`37{faTK136{AVP~)U``SB7D!Ad)yo@=YV
zH&`sNn1f16m@Odvw83|Sgqs{eD?7h>eCNYf$kRk^!hxn$M1CRvR}kIf|27*m;<)Jc
zP^_XFpkw`AP{2c(Nz2?XVryJ9J@iazf_;c~TxQf$x$_VxOXCA&a9FXhLpF?A?I5Oi
z66!Ue5s^7z*OO(TmvLs|%4IN;1+NuCVVDRSEv-VGG+8ws3hVO(sDWjtUQuWHE=u`J
z*>y53eF(P5<VVXn^ft1!KR}NTbR<g<I9137Y*eyZt$wT1@MD8kUb;;v{n_34O0ppF
z1fs>{E&=iN`7WFAA{3`rKG#0aiu>6i2U1tm4|07rv;wO1vXT1SLF5oXo=65NvAR8_
zh6^{5@*(4|X0CrwmIxE1^UU8m2Wlnf$QiKlX@gXf?$yTB{Y!%jj>k<)O;EehX3j>e
z{C2Y*qIAR~96&v@#zL&~B@uiS0+$-<Hw4(ArbincV{68a9_L!y^t%WCg3EsczgF7a
z{Q)a$sYwavCO$?#{_YY$(T8=4nq{mD^TrvQc84zuftY8DCpfgrtUFG^K+S-ZeSP?H
z+@AFq?*_{o)JQR79v^i3K}@S_J^6%>egoWm3m3>@FL_On$j*K0%a?Z$F+F4>A-Zx%
z+G)5VxBl0A8StM8yee>;XaS0jO>XhaE13;1eJbuJFZYWp*G`%0n?EnG0I>uL=`rIp
zQNq&-wl5K&uIzx0YYG~Gq*0f;cgBavV8waz?AqvAITEnS#C4}jXhWY^_;wb8aj+f9
zqRAgijQN^PhJjtTgN`tZ-*^Cmio|xC^ylvq+aUpOpCTTX(BPiDHa1_K+c~8D&i9sg
zK?{}y%Ysu=KTHJdsMk05AK^z_mQ^0Ny1lOL2QJ$3!Sb!rqn7=!)}fmJcLM-*6nWDz
z_)VNbISA$-!5XHv(7rvg1n%4`+|%^>vJ>uP(VF?pX|mpxyz1c-DBtXjD1r8v4?x>x
z4#bSI;AmKd{IoeHGTDbn+%(-k3Yv?@ku79m^#w2v5@EUDe%8T+E?O18{z-G`3zzf`
zIBprdnCa8~MW=M-hOKd@r0w7F*5~jl`Gd~H$**B;(0uyEnI350@3;%)(tok+7qjb}
zrFLDa6qkQ>W%<m1`V{J%9udNXT`EZM^gNqKBTGEIC|zDo9d2el!F(6ugzf=1FQNAi
zP`Zt@%StTFrNvcHcx_F@$;ARGU*b8Tjqsy%4c4Iv?;JEo_<~;Njq4I<j5w^{6>L1K
z&JCM&XU+uAsd!O7^d+p;mbpqK7JqGotd32GP|Fu*tG0JRa@$4sj$c;?J$>}JuM<%(
zK&sB%oK7&kusR<s%zaXe0UNBO{8&=1!npCi*Fsz(vJ=l=e=3B6W0pbo@W{iAYOBnY
zYT8Jfa+a{B?MU^jK{NCp7E=!`d~Lk_qic(`3j@-$?=MNI53K%US&=_Ilkq!R_#^Cz
zQkqj|YA?_Cm;2sz@8jUJl09PqyUy%yq0Jpv-&>?=-1210Qm1ZAY8+e@1&8rZiGzYl
z@w7(V6II;M;%*)Il+-L<v*GXtSiAD@6RWO+CC2J^n=25zOX4i~l&Zb1zJ#yDVMl>)
zrXhd+;Ed<%1LG4<P*YaTv{o(KrOJ-(PjZ@gjhQ?#;nyMd7T^|#=7gBzm(LuPxv2xy
z(WA!2iASMr_!q=cS9tx}k2I4#RoFhol^{NNv)LE4h#>5c57Giy-cXrI?TCl_YF5W)
zJelO}GjG~>`)5QxM`m86G0ZSAxt{N-TkK!&@Klec`MRDi_7F8kUh7IDP4+F3+=kIP
z+20XNA7uFZ%oVB{pnysVessbaIM8h4RMj9VW)T9!N-WrT_<UVj5~b>$Y`DK79}Hrd
zsV9~bf)VVAsU@qHXX8yqH@}K{8{ZS`TIkb+#mytO?$WEbOw4%_?;2ij5(SeHe<7W$
zP$o(^--Z?Dm!)}15`+;ki5X`$w$dbTaDzsg2jbuQaofY}eyKvg^eixO0`lXzr=rRD
zZV$KKQ7a@WT5ldD@^oUi`rYK#6h~CQl*ymk5KbH+>Q+h|_0R71-)wM46a+;B>&hgH
z7tyl$hu2#?Q#k1#E!t$3pC3Cpf2@3aIfU*XS<r7{(z-tZxD>YXHVZ7>*PKBMe>+zU
zHxU<(cEN0xdZgB~?6E`3Go~A(6VKDWC==)gLzUuZ-cQzs6w!_LPbf3b&}d!&-_yza
z1MKC;RX_3O+vlMPz)nmrn`F|H5Jf&}=A-b*OduUaCai<CqS(KU_gnhJIhn$igv;dA
z<=d~5m<qWQjIeXs%S{aI@0-oZ6>Vj~ROtI}ccTkteF3n8^I<{f@-z}S12!H(zro75
zv~lnRY#8ILm`D<imxcF!;K)@3U=SHfFaN!HWG?v&G}abfAw--@!l8gOYJ&{Q!`cVh
zWLeY8^J6$F<9z96hC_v?=*{&buIz#$DBXOG#dyU&f<BvaKPv*&72{?IQjqbOFdZ9h
z`t8Ev>_=BSZ6TD4$1I7-{!b{&okJL~4Ica6ZHXYG{hz>VP;otfXJD}3!4bP+{*rQd
ze{Dq}N)D(Ph`yeeg1&;r6I(x&p>8oVVom2J1$XctXWD+P23bL1STFvp7P|GH4@SHD
z|H6Lv`YUcLNx0IVr#T1qauYNNpeKt28JC+deB$CU^Yv)d;vLlmGhQs4yr4cN63F*-
zem2YhHy#9sT7+ia&aM5DeE(lMgc}&j*6;1k=z`HTUxhCV(M?)IwZ?ycxV7+}dFQ-A
z-`{i?i)t6-@R`4X+}<F;vjy2Y$}EiwxWjDU8%{<>eUSi(9zx72H-lgT!FLdg$m(Kl
za*SW|JMH@AA~NxoN?iM7B6zl(-%IblP-f0WkT#&OmYar|KJkPo+%lPI)bffwT?JC$
zy<lS#RL5|V9Xc8hin6Xi;sXqAfCfA!bpY|JEx@K*UOOvoQ-CFlL8pU^n^1~G%>L(2
z!EXgc_f5xQW+1%wATj{cecWu{XPl2~i#>L{#-7R~104M|NG%HTMByO|u>G*H{r6>O
zqNYvnp`r!K@o}wR2?zZl-+M;pY#J~1m?pq{cVL6G1&746_#PmJy6v;*EBDeWHtCp8
z*++{z_7VU-nfB#KIF}mGCcX=5dQRAI^z*re69Qks3+?#wUHPX5o(KN0FqCbHCy0h_
z6KXCbOG2RFrb^xR2V1}b0AZ3|g=(@3>;*e7!|YIJ&m3x7$C0bVO(Tw8U3em60>O>E
z{K9js15x87y6>4pWpkmNO0aGX?|@y$IDZTPDPs=>*Z&T3)Pli&nToxtL`3@&)!M-%
zlv+?aB|b8R5*RA7fCO-znt)0ABve3UC}#ptF8;D}PxcIsfauVdvxm<BXKM%G+bSRo
z+-9*%|9Sp+8u<7Fxo;{_cmSeS0cE-H0<1Iw76<M_Uh3TEx@x{if54cLA-?wU@4BT1
zdYz9p>9?WWyY3VI0xqG<Srh)UWC}SPP&t}WDZ3{&f&m*uV+BqD$EPPy<_oOqd!)37
zR{O6sx}_q+=Z<}OK4)CU&ghPW`sIOnxRL>I#U8FlAK<10fO8pKKyh;qTxvCAOc)%$
zHoQtvzEA`blCB8$0DdI0o-bzFjKC_X;0qL*l=2Ukfnf`WfkCMl*e<96s$mg{*prf=
zU8gS>^q*JkECd9SLiV8=TnR5CeD&TzPNHE<H+T)^?aCD-K=$NRVvrk*cD`{r5MbP0
ztOs0P$T+lzo5lpwaen)#35gl>hlF-mWDf4-v;@%;K5=_7DGPjgTXcmF9z<}&$XoiC
zDj&e8>$+?VNWQ81BugeB>rJg79W)K%(B8{pf#v8n$o7gAlFY)fEd(NB1uryJsUGos
z!A1|fuGiNHj`Pf=mR$~fY@7)Y8Qv*-KX?bcUuYSl=1JiQ5}_Gxyxq97KI&@iDBz`Q
z72^bH#n=za!%yd+ZN^znm4l}djrr#=bZc)qj))e~wm*=3f|5e?jLp|n8w_!S;YR-*
z3<5A1?s2|eKq_T3_egPd-0Jo8RL=sG+X9W~8D0N*XJbrsaP?f1!O8#qq>&6qLMb8i
zi)QdO<rn}2-X2{|!y2jJpL(_nl%`4|HDw00tb2(zLH}^wU^oQ75(jvf@2lm=L{bh0
zaq^R+xMaQ(J&XOOkP|g1dwDv`yn&fv(l>wbBb^;0NaD*rMD{;2mwdVM_DBKXIeI49
z()&;hNWTv5bAaQz<FF#32EltWL46XsnEuAww^4Y+E!wtYHXFR{kUns%NQQBLs^Qp)
zdGn~*onNS6<gpbJ)6hN_K&d%Ty!LXomkDH-ChuS!S?FamxF$nuMU$AR7E&7za~b@H
z7qiM^usgiHg}O&h)`1?bap|dVv#j@OaTH1<_-tAba0uUo=O&|~GvyAlMH_&QTYU`H
zNQo#5ayY%!H;f|q22KW>7@_K8(aO6S#{O8p1adXO%L9rG#HF;nWt_yf$x)|)GM7<r
z*I0d~@FK{^Jmrovxb){oK6dqtUNuSD|DzM|N8uzW_~#M^TGvF_i?_2p`i|?osfK7J
z-+_8>cc!&yi~X?(KrJZ;NeJfxo>+nW$Cp>;YOzO43cz@@G-L7pczB6dk@|0$xY})T
zdz!@Uw@GrG#L8gsR1St|aTx<3O*{|;?Z~SHf~X|WrH9qLX+N6{FmxOSDsKi>dbXpo
z%l9BrVh8)?^8e)vM!d1m7IT33F1|U0%z4}p%7l!eNL$CNiTySm%@AHa39qQ5IIMbq
zy{`c})Sx<sf7?bIqtR<wpv4H#Q`N~e%4DPAybn04Wwa0?v6zqYK?Zp=9tcVBv{?%d
z^teRCH9`L*gz&ToHXnY!m`}w#`Duu7Q-6pS-`-qh5*bCq{iy(w^pN;G_py-$8v2?W
zQ&C`HQCeU8Tz2J7#rmoAp(=z2E}!w7Px`(1**rzaLQr2}_Zi9@Dt#Hcd98gOjbGT>
zK-K!Q*Fdz0j!>ZsIu-F=M}XXsR|Fz7?i$z8o4iWkdIs&w1qW~zJNl6(3mxA>s%L0&
z$OaIcdW<j*Wtb62RX%!bE>Fzwg49;xpuv-;$6-r+9AQyqAL9o)y<pi~mmb{sM}M~c
zI>-#Zd1^Eei@^t$ti8sL8cc(hvSLvbv>m~rKR|9r!<?J+j}~QdG!SfMV|xBwpP=1C
z7${-!>=Wz%;SfcB5dc=?B9UR<1@r0kd2`6=@`JblMBBW1`Ii1Vc{H=AlKy3FqdnVd
zJi!C;cNX8@eJKoVisw*9aHSD=?&ly0gf$N~u6|aq!U}_AB^k0dOzY_@igKiezD5yo
zb59{<|H5|Xq5aF>gm*UI74k#_Z;25Ru@;fI(yt<yVfK~0`DQv41^1A~Hp_2Svjb3~
z`i)<<J6IIrGg9rE&HC$3d{KO$B=KU_lx|2H_qY(OXrCpre(2(G_zK+HDS#m43`fnr
zN`VpDdpw8?76!IHtB0T{4$twtb<P`d!#hD&_Us<D!cIk?L>QJT$WhP2o*9C8#sE()
zHdjyCrC<#LM79H(NB$@Et5N!yB3a|KVZ@&RwPw|q_t?1|gwF@(q^>Ig=#SjLRW_Ok
zD}+!H)*QWKQuD_SV?cAbM@0j)9B<`|dhW^hndVmUMv3Zp*Dv*A5TpHSB>$<FrEdM*
z{q>t1yBRYVYM2*G%O&DIty5z5l+&0b%o@8o(<6Lq?7BMhh0FB&HDUs9(`0A@8}SQQ
za||vDw7d6yL%R42=~_k6$+JKE9!B(hSw@LNIl_{^<NP(`VdC>-A6w!kuA_%Rx5%Zk
z%c*7sS@1VTuT`UXFRnsmaq;LKAilHjgZNql=o(u9u*KycT95C}a>0}ie9g%{Zh-k6
zDD5#`d~=o@#ks7)kcnu><#(9?^>sgl)9?gN9YRUtmsx*E?~OES0MH*gl#hHM!dVqP
zM4j~6bmFnMdBiklZY^ejmbwr^8;P52_8@<^Gw|>Zu@g$!SuvOV*OC`~7}7tTKaR6%
zD+U;R)*VXCNr0`GY>y!f0Dfw+VWrrJ6ZK7{!T^8qoZ;jJah6-FDFhtIo#n)?4vV15
z29WNvze-4ND0J06fC)b)*YLx_1B}(ZvuwB5<=HU9E4V~hzq}r=npBYEaaW+4y#c66
z7m#!z7IF*jBJl8}yq1fl$+;DQALk}ox$&EppmN$4AdtSHKe*q_=Sd;RP6)g<FE7GQ
zN81~yyFbK39{~J0!TWyws(ubgVM@QFwGOayMjd)%CG~NDjc%+?YC<#~2mRlOL#Ot0
zD9vf%4V`UOwELlC1(awhIs~9b(i=xcqB#o!CJU4`?dTUCf2wS6N2`PR=u}OcEB^v7
z;<xGc(FWqC#=gsiawQ6y3MvX207|R=?OJ3I|H|cw{UIt&3<gf0&0@b|98v)EH~9N@
zfEJ@T-Rjk0VlM&*a2iSQN1agK4veeY`oU^u2MYDQBN3pg5W%Y&s(xhuyLqQ{!rtK_
zNRoQ_kGS2Gyn+EWeftk|4ueH1kC6%yn*nnckS_y7`CzEoE9TJp`M6OI@bke-fKbnY
z!xtP6BC0=E>>X&w;|@8*Fg@o9BA}`(^l+CNNf7*j30&G?M*ru^e6%ESO~N);#~@Ou
z^l;(yzs>K|NGRe5ZR{!_Bb&@Q?PrOEfe_rQg}h;Bly>cgI4N?gPGL}${0<0@zwT#x
z<ok#13!rO|kmP^=6ZSx`xpP;K-MEW)3ivVn6hVh@f<QXR(z~`#v+WlfX98i^92L<p
z5%t5Osu?EMc*Ep`^5QvdG^_uL%nm+!z?yUI)3d&9WE-E5R&1oHq(LKeI0{C<3)Vw|
z^j9z_hM`<JfA}uKfo%aJt~EBAANc2gRSx9mwU)o(DFt8gi`vF5w}t)h?bnKS6AYwM
zyDr~v1&hk(Ud~kt^U&pw(LX|MMqzr_^@<ur+2l`H7*3;12;KvV5}f*0P`M+X1hF=g
z$+@JObi*Kb8biT!DK`6(2jXosbQ(o-)oAg7eo1$pt*=+85)PhbAquKntkph{pu@RM
z<YKosHSzz~RJo3?fHNTw&}b#c@rDH(ugvga`D?)Tqf-opdo4Es^B+|R%{y%T?9t$(
zIT}mK*GYpQLa!a+tKfIK72Yx+hKDFj3LF#Vy}*a?#ytnz3`Y!T2}-}f1LwE~uphbU
zsdC9XSfoxsEASu)LrU<2-K9U2pv}I?LO!pEY36GZ*J*Z`FJ*no$XQtQssMJQEo2Hy
z1h%}*ot(VcwRVoT$JyNt4BqGKZa%W@O3?*o-bT;)?^_t>8lXMr0Sr1g^V)ya=iE@-
zXWifrnHw}X!m_8#2iFb-lhBVV56ISetWvaPfi7P+O-$c!&R-){YrUCQKTY5S2(KKG
z|3-@EEeNG)>iVtPST!JU?Hh9r%pdwmXOzf>x(;;K!=IyuY#TQ7z7RkOE@(cK2|&dr
zYjzs4nqXZ~rcDNPY%b+)?rB2bFmN883vK@{OkaXiDq>A(bebhy#)hksi!wb6LEec#
zgMaWYJ8voFVdLiuK`85_@>b}MGt_AVg!tj1?giI|KWeYCKz9AnSi?PZ_m#ER<u;BV
zZXqQmSD&Zy>9ehQ0Hn}U>GV->O)cH0Wz7$^NG&KjTR$Ehg%sh1$8~yOAINUG;3b2G
zbv&U41Skh3uSYy5<DzHlfeS3VRRv4j{FPt_dbW2Uf9is$g?xY+f(3pIV-65|HW^ba
zaT-k{lJah|jWqOwpWl#fJQT`ToQGuqoN_91rQ|FjP$DG)&EuOMBHtFrejnKK`2qRZ
z1B}dKpvpH0VK)BDuub2@+6x++1?qgnWZu7lRd(Lt4<47h%g&?6kbgL2{Pz12XMv~P
z7@LHQe-3rgEGc-!j4?87h;?Mr++BsMPyLR^ul^nA5L*O2?|{X3mfv5Ryh59ByR#4D
zYyrY`I*Obla;d3#J@FhNO|5?>@9AqnW#{KX$a4cP&kX$~-eWR1lK^yZV)0T~xpUGi
zBJ#=xs4}!6%iiYF;1J>sAlvcv3~NKN&Oo^+-j9NN<r@lMpc`IK_;wV7lq$$AJ%3&p
zAQuA$$tCt*N0YQ#FGltq>(P@Sto)0PnA1+BB`tWF<i|^*8iY3u7RA{f?H(p6@jm-q
z2?`#IGsVq6px3|W5yMwc06_OXa1)*2weV>C4V{HgeVQ3pROQoyNE%bhL~gfocQcI1
z(m-Dz@eUuah$A~3^a6ROcJ*&yHRAMQMpO$PM`20o72tNX_^7mp2H0t6XRn=Lx5g|R
zDUlvzMdFwQ=(UQ>xOU81sE=abOL>;*cT-rs^MwBQ*uooCEpe|ekSCn+O;Ryl5Xlh#
z5;dJUV|wW5nVc%hFU`4{Yb16rHC2p~^0sSF&7|b{cDD@r>NqToRJHw@3KRYY@(FVJ
z=;h{bas{EG<Ei#>yOiD_n(2o~)Ll+tgPcHcC1~$xx`$E&RN+%n&3GwqA|6C~njo@i
z>0=nhaT42}6v?{5oU<2$jVIm)Ta?p3(Wun$)F?La*X@9Qv9uMU#7G+VWLH_qE}v`3
z3tL1#R)Vyw1lk1FvgM;`bJtZGpImCRTx#>dW0}+VxALXKeNp^QNm`=dk>~}pv+<yp
zvNCxi-J&xNH4u|dql{;%RCmqrQ8YWC1uh!rlE<!_5?z{3rBF{lB1^-KvilA)0Nj?U
z7sN%zMWv0Ud<9h2Czh*M$iFjgT>cc$ohn+pPJboE$^fP21>CBI4a4c#mcKFuMP8$b
zE&qG&itFFiEFz*exPnLa0&)@H+oV7D&v{8_+(ocjp~2;jN<LMB4o5$sfd3!`t?FCt
z&yJi0K`PvWTAbp!+IEizR1aL~cl+SBV9%eMn8;zGqB6D9<GQ<4HM->8Bef*oCbj)z
zV#7~<$#;FEwJLkfe_h`9=UVx5wx#tLz6;^_Jiv!a-q33mer^ff$y)vp>RKds;h6GF
zVN=8*V$S97!A9{qq6F4Lu!Da-TAIxql`ZLNndLdMi5ViUIWj!e{?^;f;U<oGh`N5q
z>RTuPa$4Z!`*==D#=-WH3ylb|tV_n-8B|E$Ct@_X<-NUr)qwjuW0ChM(T@f9DKAo<
zIgohYm*0ET?HD3K#(9Igsk{tZx~O)1V7Yjb-QhfbR+z4$aoOjo|5X$LvxO}VEbNI@
zC%r>7MyV6fPZY^0XgL0uSdyAQlfNR0^XIwk^`E~cqr*&3W?c@s<E%sepj(SwFo$6;
zUA$5Qwwm*yU8TFqL?s3FE(L4U@5Y`F@Mk*)$pzK3bcP+rT|9ZY3#tG<5O^iRz-n{(
zc56>G5OjhjheVvx;C#V996pSJYkYUewc~=Ubqn^htpAorkY^R(ErW}=QsvvN-^dFX
zjNhgQr@b;FPde4Ma&Nzcks`i8$gKL7Ma)|fu<MiAC(y(huJ;V$a!R{#Nma+Q%_4ss
z)L<la=3gDS94?%MhO+%xrCO1cF?x}dg|X_;lkgzh#o<#<0hs(Jktq1wg=dZvT`#Ko
zR>+6>w3^tUsfc*rV&|uv8_HR8$hdV7g25OKbzTGpK0_ryvdN*2Hiw15PhJhRE}0Kz
z07hsRA{NXUnd<uFuSBH$EcHV}4%#%DX|4gNfkdfB5Iq@uXkz^+ZPV|V3P<z}(wT)F
zlSE&8Q7~b*MQZc$)3dn4edjE_Ro%Y=6d<PlXyyuPrSZe?u1M={3uG!|AOt)ama+@J
zT<ne!hmK)iYJ&ZWmpPAJ^m3?+0-Szf3tFn$u>x%-sfF^YRRPhnsu$Y@f}ogtEvFEi
zTnY*a*9T8yFSkNU?VsR;IGS^NyOur9fcPDi`rtQrjK)NWwV7EPSk*b8NHtMtf^y$H
z(R!V)dp;DkX73~;t-k;QX@(B<Xb*NWeM{0qi|}A{F4CvR2th4MTf4|Lf=90#hl9sL
zJf{(L-3t3d`H_Lp&nbXl8Frc#dM!mB@pnQI`=jjT4`obhgZpf6?x$7INjPdf28qa~
zL86sJnxaPYyuOw)<|e}3K8%ZzzvduP=rNo6&;Wj!g+!O?r7pWAI!A~pJ?+vQOman%
z?yN~lHvm*d(`J>tbjz&p^_B~?FWPQlY1&(?xW9UuXOVKzkT=wW#EY(*?;jw@(<3eo
zP3kD$G6@Koc|ku(JE(X;YjWh>ai_um3_83#d=lslPLiJi9S}RM=sP+p3{GAd^bneC
zLGk5mEHu%{pgamHz4L7w-jKM)HK?I{x}hm~{Hs?VqNW^a--RUX$&Q*h3G4=xBupB3
zPmIFu?|a}-l2|+79m+=zCalDvhpvVqs(k$(X~8+C%<4r={sH9B0YLlJ(;YT(a)rNo
zxSpKo1bsz50LTbVab_1nFOi7+jsfwMDFH)9umW{QB~bZ6Q&d;{VY|9c^n9iFB0WKb
zP74r(kCl;xQ~cSWd>%A02OmmR`W^1I%?E(dB7r#T>8r)(8PKUfrqb7S5gPWvm!sfA
zj$+7ax4x_CYm&X!$`RD4`jCo?Bk2JrSu|l|@$(e8ZRqk<!4~x3S1p$vJ?F$qgt(r@
z%x};pEzq0{=C?Z8dM$hkYF%u!-}37}5J@m_Bl2jTU1w6{17UH-lH8^*P=x#7%8LN?
z)|py<wh^{kXVbPPrf_Av^o(7~N7Ov|5~clM%d0r&jwg1Ys|p@_3Bg?+Ct85jfAm=3
zzQxV7?>03yHMm|3>*K$L&(7lwfFf*WXGj46w-b8tDTo$2yorTk(j>$P{>>-<nag06
zS`C2%!D&A6<^#HRQk37w9&7Pmh2BT|?PM^|Ge|jJg%F%s&%~!u$_BI#$CZ0K7(}1J
zoCN$|z^jnFso%SWoX@e+$Ly8W$vYcFpTQKacYvH{4U~eWB#abuQZpIf&9zMn&y$wO
z*Sn!uvLftB%X+VPm4_!#l^TB<PPZwFi6u)UT*g%RyfK!)t^&EH1rT?^YIsol2*y$*
zTH#7R_j$OPZ(1+k+{ccm1P$l`aiZy^yJ;kHdQWtHD3FM;_dsBqvL>D$8!Nx%$Rg`i
z0oQSt->+ykJ(IlhONk9Y>{~a2l63dJmVn_jA$T*!6Jl`$mS(qlfjc>k5Y%i3O(3h>
zwZUH>{$U}eCI768Zzu0R?PP!QP0kemx3UMwC!>h`3GS*{GY1)o=}F>3r|*QSi_jVE
z<}_g_NT#6W99Y6#RC+C-?S`{z!7yOYJUzn~-yZYE``{R?;7w)l=zN|#3_ot730xfk
zHo|We?>S(oevAj+(%|?*&`eH_MjQ`TBobywZK1ESZ(j9>vlPjcMYQ&ql`C{Pm~`GV
zY-$)i^4C@00NGZLRru>wWa_4nO+O68F&sygte<_0_W|gb<7qJ_gj2x@$?<`wFsY@q
zhJ7a{I0FBSgQczn(~9ZbXB7aRwmiTc?};%W=u~=l_rInS!Yu!Jwc2^y)bZ3uhZ<bI
z@X3()eup+L&87vcW7LWd^;7=_zQ7V}ZYUt54~(yGHAsG-Co*=+E4O?l{fa`#$3%7`
zIX*9En49JdT)}~%0)}>HY`o<hocVW{s?o;9ImL}ugmyW;7PhAex~zVLj1VxG-^98^
z;bofmdsvX&6nsqU(HVSKTd$jQsWIRaVe7U}UG}gv%)ndZy_k6+*Q}HISdk%_zc&}h
zSd1_e45N#!j@6;z_ecv61`^Z=%lhtJlKUF?GAy(yJp!kzw1$0?T|wn_B<yHT#>FPz
z-PXg<uuaAiMU1<*WjP#T2?C*t1|YP`yw5jYs}h(wKU7(Odl4T-!Px&H!*}uJh`a@U
zq1rtDfB-&>Gl+&h2gCa9ebMY9?Ivmy&>2_<dsHSDugA&Jm-nV(iLN{a*&kco$jYt!
z55b(~Ab(t7=GR9342+bE_U|)FPO+uM0P9$Je$s&gqHeM=Cl<9Z@>~Rx0f%F6r?>7k
z0YHfexQt*?vd?61XridZXpktvyyDvEX#}vM#PaGi`=29K>d9J@3$ItLBaRii&_iHR
z5(H~C|CpZLi)w_}IBghj$A0!??lB8GXbzWD3pnfHK-sEZWDPy&RlWD@>-RV*UV+A_
z5)3<j{OHWe%!jW)-nt3~)po!~SAQ6nojnOCsBV^LWW$*6(kn33gs41tnYCY^s0C6K
zA0%bc#DBnwOv-?s?RovN8|@rvkF(aK@NTUKCEFpU)%xcMoNE)L`iUW5T`P&RgFkzD
zq8<ugk`zNMy)};QF~i%o4+C!?We%Yd4sfZ`-(SDdz@NmtjX2mbYd9`>CoLhTzL!b-
zWWE5q31oaWf0Y=z_^@?R?N0_s`L=@5F<&U-4@^KH(JY-ckW1=DDoXG~2m_6%|0hEh
ze+n4dB$n9nFl@aBTs4z#*fk0&V*Z?pKoo*()Zpih&;hhBI1QEyoU`yWwVM1Lf=B0@
ze$?sK2qkbQ0X#GFH1L~@CBt%Lu5Zd1t%$JOOK0L9uvEvN#B?7>KUrCRANyAwA$`Ht
z<2JEUYOt{JK;r&clBB>fp1@g;haO-cG8$(~h)gW;5$iiVxHr!OIA8<_%e}d|mENRC
zc8nV`hS7Nul)<J@9es25-udK}Z&_+w6nnZ6lo}|od2K<5o7zv#5Sm~IUCw3L6(avU
zkZ?}P$%1oAPhVnOX8H`zykYI)K0}Ld;qbB~;U32j^K)tZ`2|o?7cA9WcWUiB4hA9K
z)n7(EnwbM^7AQ|n-94CdDlzR5t|8)1I+X8OwYsS(Z%IYc*7RjpLaogHfqVU<xE{C;
z9(pVc>PqraxQVr`?v<=9@N6BKeKW=C)QF<Gfs;m@B69k(fJtdO#p4mNtl>ortbQqo
z!a*l)1Tj{Dnc(_H)sw3bXSfxX<<>%O^yq?w)O_(nj~hW?yXgeVW(wTp&zD?I+OX;g
z<{pksIt(w9PH0gF)4&Oj?%d}$Z?|FsH3JV(&O+)g%b&&ELn;&n;G8x82U>>{faiV~
zv>xQt`51XERhqHcX5A_k63D+M=0UwGEgpy4f`pGt?va;mAPJvj6hbjiw*RBxVHh;o
z?$$iZb5R2VgXJdl#$X2<*M>FDf8^TLXW2NDax=rn^{ZOP0$jn$ot@5>{^D%0f#L^|
z0<H?fM3FAK6E~-2=1VQ=Uc3)ngVj(Ac*QH^x@018P)6gp5fxWyE|4^Y^O)^boFNBO
zRl`vF+jU#W^!X$Hv4v^COx~K@ZlAfM$;EV*1!6Da1Nk@Mu~G(`nYE}}fdW<xEH{jP
z0OU^`AVlsJ(c!Q=GUIo&Fe99SlhYuneRp=PeCRtip6qbgS+|*EZ}8kR<u!cdn=#N}
zHLfv_E@)$LN?U6~mmcMsU7~1Ka|k8EWC6_SG{yK%qk#Akcb2v?LAAgPj%9+IS00*T
zIKzYmHmsDqN9v!i(5&xL1`zq)Syntt&*M+-Mcw>BJC{X6c_ucg3CY2sS<k1vfoVU`
z_5W@|;}k&<hUKiMc~0+e#XTrRm0`Xx;z~qD=~lz?@TV}8sMrflCOVm8{nNYir(h85
zp`Flc&CE-M+^B?UrWr}c6U-S)U}NC_m`cHbA|Iq}QUWFv_G&j`sAM^2ZKG0sF-Twl
zQrzhVj;ld@IIC&yBqRnnp$X}A_qByzncV-Aw|b6Al;W@O;ftI>Ikd3WKVvJ9&EgL9
zZiR>pz7gQx`9|B+Ug{HRIYL6~+H24jSBFm`!=<T8i68la=VOg0yw&L3Vu*^qc^s6`
zXRya;@EL=ZNZz2;kM?!KZlbnO0vszbH}(sKL{kdY5TLOr@MWF)4GxG%ckXk0!s14>
z-!1*MS@2h~g7Fee#4s)KTQlP2a5q$xlTt@cJcL+^>cQ(<dZ?}j?oS0~T%h#5Jg@sG
zDjMQ8KQFFa>=Lm_S)o_`KHkv0_rMilnuu$>(mXG#Jq|5RJS=6tFZ{2jN|I9@IjwVK
z@VWE3OwFzbkGd_(X2~ANq2sG==)wm-_6?k&CPC>)mhn-MVOS#$18{pdZ-AxoLYMXV
zoGvXhpY$8y2{7bD)}`%kCO5&PJKiJvODE^X`C1B**L+p_pPkOBDMyC_*Gi5Jg<lNx
z;C{0#6od|UhA`LqQNoMv57@^w-zfB}<6;mm8sq`Hxo!k&97hlXuIZmU`0xadHd|<p
z3u9n!`X~%KfL&*v`+Fe&3~U!$^#?}$mgqO31AzmE1i!fQo6l-u+S%{Yz18pnQP^st
z?L!Sb7yPC@mg_i2&}%H1d~!dyanhhW;&GeJjhN?vMBVG95nBPbNjd&BPzu1IPuxvu
z@pO3;q;&06L2$lwN9in_#c?m>&^O;~l2FQ6a*!(xr}K2ID2{<7D-bKI6{xQica!P?
z<55hi7VYiS%h#c_ZKjP*tWnDW+;tVS&$Tz@v-ZN9D$&DzL0%O=x5-Yd)Aka&`&E2U
z5;<}hz#K?ky)Fy=a3Ho`3-+pWzTrP9js^joss%fPEg+1+P24HJaoyPpms$>IT;3r7
z(YWzDXN4b)`ekO~tw5i0<>8ERI+0(#a8$~ObVii*AK2nG0g9eP%AQHzt8kEu8?h}x
zOeGj4!u^BgNnUDax%HGmS#??9*JYTr&l7;ZeGW|Y$I*lDtrl9=^AZ$2%A>Hd`fyD%
zb$1R@Q3L_Wb`He}MI60xC&~lVsAW9VgT0bp{fq$#VPY_>;#G$V>rpL=3}*oi7V|>R
za}EL}Ah{Ju`gg)IDy;>hgQ<;OjRz}e$7%eAeKJ<3qY1!noS6C`j-fW=&u6|MLEiT6
zbig#9LB0m9MdX~WA>^zSWxw3qfELGo_Zc96mG4)UTdAEz9y|}GL~X{n4dz+kR?V;B
z-&QokRSt3JXd&cH(#KON_EY?3I=tDFXT{$Di_+?dLpJ$p8E`gzw|`Ey(223WP63&_
z9%xXCueDYhrr2y~&up_eWN@HfZN`9Y&z6<NO`t61s|$;vpeLp(`-={<(Qxn$GW`ul
zm*1=Y;-h_zD@y){u@7g26G-YzSLy)`PVNFA!VZYmn;z%Q!G}|oe3xFBbY0#YY`BQ4
zT!ora3#8s2jZnGF2Yy-w<L>MVSToM#_;`t+b<isY)<M+b^Lb#ANI{It+8<<Dp5D-Y
zi-EG)0uBf&lF+yU4}8lXsM{@;!P{UyN`&-36`|T$PVYZc_t)sJ!ttGO7P|exE>I5f
zqn&Z9NIzQ$xQ2J`LR1~C^O23PjLe_5mD8w}-57I63~v{BHdsEDTx1DNTKw4hU889m
z>qxv7!2UFhn9rc@<~8qck$mEnN0jR}Pj&M79TTo!Rub*xGm;8>)zo=s6^?15*l_{{
zR_@n{xAE_6e?mbt_zUl=SiTy05Em{Dp3Fxbq`l`#YV`>dN@`gCtWDs4(hwogbL8#q
zl2uABu1+0H01xc+PvqKel0^|EF`E5CSx+~RfU%MN=CF0JBRVU5VGGH~4Q>>1Q6=dm
z-P4oSRA_Ez5Y};b%3B4(WcJJ@0YCEuk_i+&p|OD|WlBw<ka8;HJv%+&Gy;c6(MfGr
z=$a~yhu?yP$dW-hV_kSmo_+jz_WsNYt{_@x9OZuihuS|5BbKik(Q+WUWX$lL*E&<&
zzS)*S^#KtP>sd_|MU!Wg+l;o&A>aPM&RX{ErT_NLM@NEmp!N}39!~wRdK|seP1Ioe
zf3#SXJpADwNB^)TO~T#aTqQGa9jR}3xW1{)x3sM&{QDCpZ;-2zHfu#C833+!Rujw{
zia#Pikef;Y5cWE2iFUhbKCJy)#bNq83}^qujKK!=;SC6z%qdvuww1k|ztq1}%Y|fK
zqeBDwhod+io9i%GC28DiWSmhJVGbYt&WP2_Z7O2A7FC^XD4Xlovh^9xwg+>EU;TW|
z-YIk#O<1q+brSAMiq}<|+F&7cHg#e!*c{^shV;$;+MloK^}CA#!D(Ucv$6Q7lk0>s
zI`~@cgw0v}QR;u{RB~KS%!)^m%#HU;1I)1UUw{jkF$Reo&#7n_Ni%a(dKSo(0>oeO
z>vfj+Wu*_mN#A{qu%MGgRe`^nHclt>-)<&hdTlEB?xouf$WO6`TX0VG!xtm<p&V0#
zFlHye{`*^P`3thw<KYP7{-d2e%owW<*#2mAplk^ldBSpU9*h?Zvc00ZwpW`^%i6|C
zO{Wg)4sM`K;^gk217!2H(485f`p@9(ib1$U$7Ul(#etOfFjdUhdmS=8Q%v=TnM91~
zl9EO40|8XL34MoV6tVGxLUWoqm*5!Go<9#r5inMZKQsqdKX9M>S4;Bj(VB4Dmo5}z
zn9GzWo<Rv8WAScD6dS!JWiQbP?JyPr8bltKPpbwdlHZ*H#A~27Qe4uDzo|0PcHF$$
z<zvLD!nEl7R6B4)Qvbvoh+!viCFQoWvP<#jdePY2p=*2i7)6C+uBm}BSF2R6>9x=d
zAdcAEg?I<va_u|8;YxSy8V^5X_g4HVhJ>*34r1LT0`W*{3uV#!*0=AmC21l$)RxoI
zRj&FkqGik8c1B;!Vh(6qi*Tk3D4L}=Tl~43ST0|aJT9*o^yVgr44~S{7`*r6Xvd4R
zjHhSxOHU+zT$nyBva!7z{gr#i-oCD}YDBm~<-u38qM7Ek`|rvb^hTR^>$PF~xV8P3
z{$vOy3d6(D(U9#u&0>0JqRu{?apFjX#x?G)aEz6(f#AdwvIX9Nre&*a&_(JgkT3B4
zh3A*ee3M<$B?HA#KYg$!vufKS(ZtXlbwGh&{G-c0Gh2S;`!xpKvpS^Fh1la_Ukt-W
z1*6%g2`;L0F)IFdBe=(;4E7?n^!_P!z&cg_yReB&`g8EYuf~77PcBGXtA^1f7XO^f
zYVEj=B0BDUmVKo!RAa|_=c`@QlHA{n!!;%oB*72{1XW`C9jc+@#FIs@<GD`o1OK0(
zE%Z{QNIq04^kVW`CTjV-Vac<^Z;pr*(ts1{$spPBUWDMiJb8~JT*(&}<hyb$BMtvh
zJ3IQW7Ik7FXO_9*+&S@`Pe@YEn1#VH^UR%LZ<wo=KyLTu$+v<r7i=xEeMom108l~4
zMr}tu1+eM6dy4o8;ui-E2!`WdBdzfDCz@O07Gz*O`PrL)7sUBmwQ>)RSo?!Vuc%??
z&qqwu`u8_nmR~+zt?aV>Tob#zY8`O=)cI<2&*mZaxi>oLXZU8`xF6VUQ^G`|YD^`3
z;Ui`PDlCd}Nq#Sy?-S8;I8j;huBbnTVeI??`OElfg&*T_5iCwRB@kX+4)%Bg34`G>
zRLS=t#)+JB=DNIZ^Q~>^ou=>go8n#TySvXaG)VdLE0}Hgw*Yyd@EZ`f<aXPgU=3tn
zy;78!^6bdF6B^S#y0ul;xE_B;Ig~^ArNZ5<W(m8-tZNb80e#O#d&IbFnPjQI4mMSE
zT1~#l9p@yU<Y<!3@pfCjn@N;+7i6T0LH~F=;dChuT>lxMaY=|dmhXmKq7Ro(xG|mK
z{=P3l;)K_xa!^Ysi$zZAWet|TM!kr5+IHfC10`u@f3t}$a#;O@C8hX%YUl})JEe#6
z8X4_ngI7mDl=?1ze3F$Q&1Lh>qf#NM2OML%=uk}CTZ`Yt0Ozcu$|&L@W<vEm=henc
z3fBr|irb)(U!(q;amQZWfONX%t-%azMP&i<74Opo=q8lOrWo5U53?Qa=@P2b*^S6C
zxt#jpN>F83u~$kX&MIpK#0@2sSWDb;eE4>VfE8(%N9BZ5)su4yqCY6KW&C0%Zj9$Q
z%|If$cd3E&2z%=f19{z`9^S{^hnHxqZhI9857Pl11c)}frOvaIE2YHc)Q9!?)1Fde
z%^uJc(=I$=zDxAik(uHd^@FxWcl=jckJSNV{SF{9%H?wc-ao>rvM(OeV-$94y%rrw
z9KTMX+=ruUJv!$l5GWRPpHzX7|6WBYS6rbc(ItcJW}=c(xAJ=`zj4yR1#IqhHZ@;$
zRw929q~4s~q+`EB?WlO|{q)T-_ZruU(>CGXtGpYo4jiPEuv9z5{rv3dPsv)DUYf6$
z>`NbWlw@#?Zhy0*k<VEtSE7*S^V=PQw2QY9!Ru4&ZgfyLp4pbOE6JsLBbZ%`rG62d
zr2iu#Nqode-thJ?<rZm><{diMf#L*|kG5?O$S~%vcwQ@QJH2_gn*@d@r{<WW=vsj}
zb@2Q6*T))C4R|vJv(K<ITirO21SR5}L*8wJGr3kRwQ-lv$<rTeT|*@%0h7ixE?lKC
zJ!!AYP2-615;d!^3Yyk>1cLp-1FS$&bw<x|Ovn@4(N>v^P}*PA`sh;+XF7E4Vmyy&
z1P%ZUN1}Bqv56^Z`STZ-Dk^8;6B8A8Y|ftKuY5YFV3vCQ5QBpGV08D+o_|DvE{9|w
z?$z7V_X3qM?b3m{Rlsu<GY()qo0S}sdT#&yl`TybBd9B+6Y+7O_xZ}ML>r#a+3lAc
z710B2!+-*FK+7C|_VmuO|C^*tH|4-+jh@h2(FY9SbTO;sB$;QumES$cF1e`iB`NR`
zH1HZKfroolY-_Tx7&W5SZiB<LqOQ~0mp~ahb%FR&I~*jaNdG1KMyG&gLB!=i>#J0M
z9$KY$qRLlKVb=qlX~BCjB9YSB862?X?%ZVzDcV0CL<ZweV!16K8fH+W?v<s=tF{Yj
zKSy8wIEYyp3#jiCdjThEjuXfYh~*4|WwWq;YD9_>xU*4A7egj~0dt5e&*Rq!VOaQn
zcSJX*`0~2I<n6G;$Z|5sIrv~hBOAIkaVe7F!e%R#*-Zs){t9N7OK{pFX=iHa$K^}!
zOoBY=t6UTf)eLAGzRN<>KO`V=%9Cwyubk(Omj<Aq<kWXs?r~qtN|HV<tk@O%FZFy_
zeBtbT*^|L`A1?7EeI$u<@{miC@eRr&SFHqKg;gbVBv8cp@Vsi8_?1MY(A^^>*QCOp
zujb#=Lx#$QEuFv0zR|09`7OWu#CNz?2%#PgA2fg#)flD?-k>IW$KITvtx(Pmxg8$b
z^RZUP%w%X!#vy-+c}b?#u8xUF_d!a5@|=o%i25}dd~8uhA?T;7i<IH#C;xkdF?`%X
zMLuH{I*kY-Ov?EE5jj@F0C0lO=O17`t4^TDJjh4^vW{Zfy)6`jeBvWdjWnN3{+1mR
z_5x&-p<cc~h1&`~MS^=14l0h1BjW5to{y^Yihs%hc?4zBnXdsPkC^3rJQVBPWXLDE
zn(+C48a2UKj55@QR<()2@r0W=S*YfvW9Gr0^N}?@v#R3k{_Tp;TCw$ttev*w2@)p<
zk!Dh-L;4S||3sw(Kza7-)CB9^uObW>p3eycAgR`r?-4#4cz<+ga`v$}ZsI2Z!_Tj=
zUEW6RKRzE_dw*=va4sGI4u;P<9Q&4nJ#0V*I)0zMHE$1DMjwnLfj6ByYfrI%81vpl
z{({g~8UN-KsK@{FL*PfxQ&rMf1O3r5JFMp0PkM$g)48F3+}LOgj%h;DZ&M&^Z!t>h
zt6?6)_09{rWbN6&(Emd}6#P&2Z|6V%o`b>dx%cb)OUT~8BuPX2-y6t>EJ*i0x2Po$
z)ZqKy;ndFVqh;||;PyMk4F}aR|KE$<zt!bKK`mddP?#%W=IDo?+C-pa6Tpi3mX90<
z0l-%B)Mh&f_H++P&*G)vjk%8{{??=Z8=ngXK%<%ph1-{bL=grG{^J79f1+&_Ou+3(
zRSz60ed8g!hr8(9jLz{kdBTJ1$8tCSNL~Tp)JOPx*3AoWR4dsP=r=xmet8K;zH@S`
z;!dc6OVm*jOx>-e!~6#!r8++5h-4>Jvh(KTAnVgA0jeHpm+y;>^Px-}WI6BRxqtDS
zHVZoC<|Q27G=&a8Ygm3rgNP0&Cpy3zH5spbXyqYp6~O2YASU=g!28>7yKfdC-HzM{
zHbErJbhT^p9|OJi9H8l1VuU$8)hoIsHx_^RV*ZNjZ?egdz-EXL$mELD@oTSCBI(lP
z!<^R?)56y}pNNgCjsvV|SoYwOT~i3XSQEw1b1W!KSZw@DAZD@+voHfES^ABVS;h7d
zMPoPDq=Ttu57e7&ohNN?{&o`c_o(^mVdWQl#}fZ%K;TILmnbB<Tj!HafPkqf04+8G
zl<z$QamUsTI9`W$q;>ScxU1K6nnNeBgi}Amd9NHhAs0VU(RxU`@_w~svhXEKyX7)=
zq1m%#XLa@D)=XSOgmOIHidM=fLur44miIoe4sZRY_{eQTp|jkh1OI1K!!cnzO&nfD
z`8DkS9q5RP``=@2Z%S~FC&6E5CVmT$;;8_7{SR>4AKANA>f4-qVNsic8a5g9VC|r)
zFR8=(`~oojKKyseSk=e9AnV}yGI0a4OWG{5Ba`)P2@L<BtICtNfhd{0<i<WqF+ArV
zV8l!s+d<jj^tj*lVlNZ_a+j*2$3IXFJ-QMz&Ieqf^!WzAmo8QR%FLc#9^Cnx(HVF&
z9Q05hoeM!zc=lI4{y^R@g{@gGDM<6Yw>82kxd@~51Yf2{qNgx{CSTw{1cWG*T|{O#
z@W`JRODEa1%o7$fq)~kZl9M&f=R-_O0nc6A#8w@Z4qZG|lzB5fd64ggaHapHCr~c`
zLRjrbr^|US&dcn$P5^i}xGnvn=dxY<x*V-O>2J9Jcl`aA=WIq@|2256Tz;j1ym4jj
z*X2e=TkZbQ@r$3huruoSLY4|kdgv%Ws4oi(d6g`ikUmA1Obl!ZDAHUowf#U8J`sRy
z6qhG)@EttJCs6`yCh#0yfmB>=*=iHerALk6>T@6|p=UvCMmup7*-3_Jpb0f$g_a1@
zery-G`W3>qOi7n3ly2jP_&%{dxeAmR3s>q42p0!IUv-2J7ag=pJv9v#d<x95IqjfV
z)bU&G9U&rLyzf177i<MNiy$a?j0&y+mw@2`C7fDT`~>I)doNadZ7M+N+$m()#CpTw
z3p8Fv5IKYLoTl3!!QS8poOLPA<<m3G<o7_oA-ffcu)4;s-4Yo;_cV_X%TVwOj)SzH
zP*w;!v+B8T-uA~&9JPT-PJnO4quiliK}vtF^yP(p`Tlf>e!XMRe-{`?M@#ei*Xc}&
zD%bA5;)BXs7<9UQU-JOhK&QC!IAmN8Ul=l$WpR7NbxHU!{mvJwe#}L_$WD|G53&3S
z2*(nAS(8QgJZ8aP1MhU+nuEB9?hY?D4hWZKr%NW0(MU=@c&mzL_j-&9J&$@`$}tPZ
z-P}0Dbk-i#<$avp7jcfebXYYnCAa;&LndRSJfVBy{H}*!E8rUpk%E+G&GQs~C!o`7
z8)q(r!w8h6Go63*LY4h@LNT3_f1E`PoXf`5m;W)LI5Gc0UZ*;Dsn>jE3Ex&FP2_t^
zMqkIl2AO1z^g#Jlm}1T{d7Z}CU7F_}s`dC*fHOAQVGKXNX4qvq3FSasPRvuDQWKRg
zaCDkQ%*|W#1Df}*`>Q^3@zMERpf>awvYQedE4PLP#a88<R$@IMWD--j-k^80@sob^
z0$*wIg)*J5uNUrK{XA5o_b_sp%gS{osrcGin}?K!1@hnm*w!#<9{Om=BXy%sl}Q!g
zM80!Rid4jQzO(<kqjGZh(~DV3H}0*LvY}cF(yDsE;@cU|UCiB9Ir+Ty)6a#DXJOgR
zco6)sH;9LpbTH?=F?c2b4k{z(m_IJ^*3HcU_McR!n$_6{YFQQ_zNxs)dUp8dHxp7b
zX7GgGDD!4k3QHz=b63pjjGSep;Jb7R%GQFyCMRs!ku44;|G=BC7b479tW-n7C=L%J
zYf(g*Xvo3x%9km`gIgfw#w`*jamAidvLgRnVI2}s{jarGDtu1#HDz@q<h{??n?25p
zx_3bpp_AJj=g+_WLq^SZ!f@)O{%*(Ox$W3l%CWA()a_628VD3TW(n8z>O4;wj_R1N
zM0OBCAaUtj{_?Rws~WB*63!v9rf)HZ#J{$q`p9ee-_&L0&BsOqx&~)IhRc4)tM!)y
z_oo}KmrVSOKZ}N@2zM+QFIxk%-fhrSn<PXs9_~E&;z96E46~jJs4c73daj<z2F5wL
zpyKjpfufAORzrK=Lix;2tL*J#%41$<#>v=t;5#!X07)FmRhCtmki^}7F&upQ-@>JT
z{Q?YquIqHJtO}dwKP9{TxD7{eXr8{vk<m^>LQT;INSO!!4RCOj5`6}*xS*Dh9U)*8
zG9xtxDg_L?imWyn{`%Iei;7<rMsWZ5R(RckB;Fdg9K576I0$~$&5MO!g2Ne-9ptu_
z2<~?{$#^L~T@^-;EWl0s>CELfVvj|Wy!?aK(i)!p{FSCmdy41$Xt(^Pc$I;5c*V;1
zHcE!u-#^jlhhH6|U$Jd^9{XY>*=Z+S?NL=q%hgFQ&|eKWoH@-`Hac|g3bjIrA{3J%
zTcQ<4aI}MBUTehs5pt4)QK=Sv;=!%`L}kGOUUkC!e}2Jn*99pj-E}I*d8_oLv-Rvm
zJX?EQLAt#P*~4$wJSDa#KAdD(?hRFC@eg{LnQ-E(teLKFlOLEaZY(^iKHUE0=mBjT
z563~jkNUsd-dBkoxC9T3hd5;hgdgg5p(Mi6p@IgpI=!k_jmMIR&#odAJ#P_Ps?(Bw
zbSWUPpcGiBen3ehYw3&o$=PRBHdK(}tooDCXpms`dhO-=nO~mhZBz{{4ay~Gjnb53
zwWS%%%tG%mRzEHpUVo@t6EQ*NB)ojg0=g=Ybu>3f&sB~N8TY?+d*}dl;@Z`r3hVGD
zyZaWrh6-W_^9iBbu*z7UKA(-CdV0f{>dj#LZ&F*c4}a|rUtqNNYL28j!*jv~$xVuT
zib#Jj3{X|u65=szKkO}C%(}ZP9$(?&^y-s*d*RNV0JC#e1tCVPPY4`0oWmLU#F*2f
z9}rn;xm~j^W@|QCiFzPLSh)?TzDMjWvjf*JnLr|^epS<v+lJYW$1rNWY~lZB6E2#6
zdzkavk>f=1YWae=<=?gA+zRw(H>C>i&A)cEZda+lMXq#QQbM4+{lir5uJ}!lu6<<@
z=i4#I!4h<4mKkSFva$Rg;I7_Tk)X3nck$n8`ry<y{VZ@+@R;b)x34wxly_YE%<_Wy
z)lWUHa^{EqEdLFEls!6I16*ic1WYqpB7X#&6kQwlKLjp#Py_B@y$-CU6xDteUSW>;
zGu?-6vCaa^iwx`s`)zf2KOFxQ<oHF;i2DFnhlxW++tDvI8g6VZ$;m53_f7uMEUF^)
zWJ18tlIVRYMh=y2*^Ez`7jcI3i$v5<NIM1`;Jy3o#%I^&0uyJZDgMCwxH*l2&r3;e
z;PaZ{+1$D?X~%{m#WOqB-e3D3m?esB7wQJgORROipI{qfzo4ahp-T4b*f!uks#X4m
zMu{RzYIbRg>)hGVZuqFFsaooK(3`I;slxlcpY1!=!53q-=hN?3YR2=lHv^|v&g%GI
zo0iD5K`N%;AnU8^sZ5RrDqT$>t`gS{@oUJPsIYi^Tqys(hkmo-iIk)7#8bZkC%~3X
z?M*Q{aGuZkmPaeoX|YfKZi`cVi%WidUp6~$)4t<+J5-rJEmktU2pVpjma(MUXqx$M
zo{ev{Us$)bKMYIMUm<=fX_>c?<b(1q1@0$jTBdSk0@s3Zcd>|cq`Z^NJJq2019bm;
z{ILaR7R+6CBlX4Q<^6H~8zPc#h+m(+v1sPsxAQOd2o?eNsND?r1kUZ6d<~m7Rr1%Q
zH+5U%{das{m@#|$1z;cc$!Gtb+)2^jT{dl#l$>D1wX*BOci?HLQNFFxt(^ZhhW*Pw
zc=k2tzXPC)ITY?n#C;Nu_1~DQ^I|tJdpN#*Se7sJAm+opH{#p0+8Bz;A34r?quAwa
z@TOZ)^~wA%QH5H~*Kg(K_e(ZyU;p{`reMhg(<2-9+Ik$;-efhE(Rt0reY@f&GQKUS
z+7E2#1pf`+{Brs%J#qc*XIJ{1xZRyS7kHec3a~@yd&>rLRw1-=c7c70I3rTCxdF7e
zZ&%lBb?{DJXxDWC)2VD|-w)P73~`7(dUi7MIUc~ZtEP}vHngp+1?-cqd-UuitlJ3E
mx}xEe6uj38WE4z2@SjmXlPfSH?aosMAn<hcb6Mw<&;$U-nMCaX

literal 0
HcmV?d00001

diff --git a/man/plot_municipalities.Rd b/man/plot_municipalities.Rd
new file mode 100644
index 0000000..431e086
--- /dev/null
+++ b/man/plot_municipalities.Rd
@@ -0,0 +1,39 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/plot_municipalities.R
+\name{plot_municipalities}
+\alias{plot_municipalities}
+\title{Plot selected (or all) municipalities}
+\usage{
+plot_municipalities(
+  municipality = c("København", "Frederiksberg", "Ballerup", "Brøndby", "Dragør",
+    "Gentofte", "Gladsaxe", "Glostrup", "Herlev", "Albertslund", "Hvidovre",
+    "Høje-Taastrup", "Lyngby-Taarbæk", "Rødovre", "Ishøj", "Tårnby", "Vallensbæk",
+    "Furesø", "Allerød", "Fredensborg", "Helsingør", "Hillerød", "Hørsholm",
+    "Rudersdal", "Egedal", "Frederikssund", "Greve", "Køge", "Halsnæs", "Roskilde",
+    "Solrød", "Gribskov", "Odsherred", "Holbæk", "Faxe", "Kalundborg", "Ringsted",
+    "Slagelse", "Stevns", "Sorø", "Lejre", 
+     "Lolland", "Næstved", "Guldborgsund",
+    "Vordingborg", "Bornholm", "Middelfart", "Christiansø", "Assens", "Faaborg-Midtfyn",
+    "Kerteminde", "Nyborg", "Odense", "Svendborg", "Nordfyns", "Langeland", "Ærø",
+    "Haderslev", "Billund", "Sønderborg", "Tønder", "Esbjerg", "Fanø", "Varde",
+    "Vejen", "Aabenraa", "Fredericia", "Horsens", "Kolding", "Vejle", "Herning",
+    "Holstebro", "Lemvig", "Struer", "Syddjurs", "Norddjurs", "Favrskov", "Odder",
+    "Randers", "Silkeborg", "Samsø", "Skanderborg", "Aarhus", 
+     "Ikast-Brande",
+    "Ringkøbing-Skjern", "Hedensted", "Morsø", "Skive", "Thisted", "Viborg",
+    "Brønderslev", "Frederikshavn", "Vesthimmerlands", "Læsø", "Rebild",
+    "Mariagerfjord", "Jammerbugt", "Aalborg", "Hjørring")
+)
+}
+\arguments{
+\item{region}{Municipality to plot. Mutiple is supported.}
+}
+\value{
+Returns a \code{{ggplot2}} object and prints the plot as well.
+}
+\description{
+Plot a vector of municipalities in Denmark. Just provide the name.
+}
+\examples{
+plot_municipalities(municipality = c("Aarhus", "Favrskov"))
+}
diff --git a/man/plot_regions.Rd b/man/plot_regions.Rd
new file mode 100644
index 0000000..77440e4
--- /dev/null
+++ b/man/plot_regions.Rd
@@ -0,0 +1,23 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/plot_regions.R
+\name{plot_regions}
+\alias{plot_regions}
+\title{Plot selected (or all) regions}
+\usage{
+plot_regions(
+  region = c("Region Nordjylland", "Region Midtjylland", "Region Syddanmark",
+    "Region Hovedstaden", "Region Sjælland")
+)
+}
+\arguments{
+\item{region}{Region(s) to plot}
+}
+\value{
+Returns a \code{{ggplot2}} object and prints the plot as well.
+}
+\description{
+Plot a vector of regions in Denmark. Just provide the name.
+}
+\examples{
+plot_regions(region = c("Region Nordjylland", "Region Midtjylland"))
+}
diff --git a/tests/testthat/test-get_levels.R b/tests/testthat/test-get_levels.R
index 748d138..f2ea477 100644
--- a/tests/testthat/test-get_levels.R
+++ b/tests/testthat/test-get_levels.R
@@ -13,6 +13,8 @@ test_that("get_levels() provides the right levels", {
     "menighedsraadsafstemningsomraader"
   )
 
-  expect_equal(get_levels(),
-               levels)
+  expect_equal(
+    get_levels(),
+    levels
+  )
 })