From 4695d0dde02727b3d85fca86db03f3fbc4f4bf01 Mon Sep 17 00:00:00 2001 From: Luis Cunha Date: Wed, 20 Jul 2022 20:13:30 -0300 Subject: [PATCH] update docs --- .gitignore | 1 + DESCRIPTION | 7 +- NEWS.md | 7 +- README.Rmd | 47 ++++++++++ README.md | 109 +++++++++++++++++++++++ man/figures/README-unnamed-chunk-2-1.png | Bin 0 -> 22786 bytes man/figures/README-unnamed-chunk-3-1.png | Bin 0 -> 44437 bytes 7 files changed, 167 insertions(+), 4 deletions(-) create mode 100644 man/figures/README-unnamed-chunk-2-1.png create mode 100644 man/figures/README-unnamed-chunk-3-1.png diff --git a/.gitignore b/.gitignore index 987fa4f..72914db 100644 --- a/.gitignore +++ b/.gitignore @@ -6,3 +6,4 @@ .httr-oauth .DS_Store docs +inst/doc diff --git a/DESCRIPTION b/DESCRIPTION index 9eeed8c..bfdcfd3 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: gridbr Type: Package -Title: gridbr: IBGE statistical grid access with R +Title: IBGE statistical grid access with R Version: 0.1.0 Author: Luis Cunha Maintainer: Luis Cunha @@ -14,6 +14,9 @@ Depends: Imports: sf Suggests: - gridbr.data + gridbr.data, + knitr, + rmarkdown RoxygenNote: 7.2.1 URL: http://lucunha.com/gridbr/ +VignetteBuilder: knitr diff --git a/NEWS.md b/NEWS.md index 99ec5b7..e9ce77c 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,3 +1,6 @@ -# gridbr 0.1.0 +# gridbr -* Added a `NEWS.md` file to track changes to the package. +# gridbr v0.1.0 (2022-07-20) + +* Release of 'gridbr' v0.1.0 on GitHub with the following function: + * gridbr_download diff --git a/README.Rmd b/README.Rmd index 95269f2..e5ad28d 100644 --- a/README.Rmd +++ b/README.Rmd @@ -28,3 +28,50 @@ You can install the development version of *gridbr* from this GitHub repository ``` r devtools::install_github("luisfelipebr/gridbr") ``` + +## Example + +```{r setup} +library(gridbr) +library(sf) +``` + +**gridbr_download** is the main function available in the package. It builds the geometry of IBGE statistical grid and merge it with 2010 population census data. The user must provide the area of interest (aoi) as a geospatial [sf](https://r-spatial.github.io/sf/index.html) object. + +In the following example, the Brazilian archipelago [Fernando de Noronha](https://en.wikipedia.org/wiki/Fernando_de_Noronha) is used as aoi. It can be download in one line with the package [geobr](https://ipeagit.github.io/geobr/) just by using its IBGE municipality code. + +```{r} +library(geobr) +aoi <- read_municipality(2605459) +plot(st_geometry(aoi)) +``` + +After loading the aoi, you can use the function `gridbr_download` to download the grid. Two arguments are mandatory: `input` and `cellsize`. + +```{r} +aoi_grid <- gridbr_download(input = aoi, + cellsize = "1KM") +head(aoi_grid) +plot(st_geometry(aoi_grid)) +plot(st_geometry(aoi), add = TRUE, border = "red") +``` + +The IBGE statistical grid was made available in the following sizes: 500KM, 100KM, 50KM, 10KM, 5KM, 1KM and 200M. Using a different value will result in an error. + +Retrieving population census data requires either an internet connection or the support package [gridbr.data](https://github.com/luisfelipebr/gridbr.data). If the user does not meet these requirements, the output will include only the cell's id and geometry, but not population census data. If the user meet the requirements and still don't want to download the data, they can specify it by setting the `census_data` parameter to FALSE. + +```{r} +aoi_grid_1KM_id <- gridbr_download(aoi, + cellsize = "1KM", + census_data = FALSE) +head(aoi_grid_1KM_id) +``` + +The other optional parameter is related to the projection: by default, the output will have the same CRS as the input. If you want to keep the original grid CRS, with an equal area projection, you must set the `equal_area` parameter to TRUE. + +```{r} +aoi_grid_1KM_id <- gridbr_download(aoi, + cellsize = "1KM", + equal_area = TRUE) +head(aoi_grid_1KM_id) +``` diff --git a/README.md b/README.md index 7b1a85f..899f3c2 100644 --- a/README.md +++ b/README.md @@ -25,3 +25,112 @@ repository with `devtools`: ``` r devtools::install_github("luisfelipebr/gridbr") ``` + +## Example + +``` r +library(gridbr) +library(sf) +#> Linking to GEOS 3.9.1, GDAL 3.4.2, PROJ 8.2.1; sf_use_s2() is TRUE +``` + +**gridbr_download** is the main function available in the package. It +builds the geometry of IBGE statistical grid and merge it with 2010 +population census data. The user must provide the area of interest (aoi) +as a geospatial [sf](https://r-spatial.github.io/sf/index.html) object. + +In the following example, the Brazilian archipelago [Fernando de +Noronha](https://en.wikipedia.org/wiki/Fernando_de_Noronha) is used as +aoi. It can be download in one line with the package +[geobr](https://ipeagit.github.io/geobr/) just by using its IBGE +municipality code. + +``` r +library(geobr) +aoi <- read_municipality(2605459) +#> Using year 2010 +#> Downloading: 10 B Downloading: 10 B Downloading: 1.7 kB Downloading: 1.7 kB Downloading: 1.7 kB Downloading: 1.7 kB Downloading: 1.8 kB Downloading: 1.8 kB Downloading: 1.8 kB Downloading: 1.8 kB Downloading: 1.9 kB Downloading: 1.9 kB Downloading: 2 kB Downloading: 2 kB Downloading: 3.4 kB Downloading: 3.4 kB Downloading: 5.1 kB Downloading: 5.1 kB Downloading: 5.1 kB Downloading: 5.1 kB Downloading: 13 kB Downloading: 13 kB Downloading: 13 kB Downloading: 13 kB Downloading: 13 kB Downloading: 13 kB Downloading: 21 kB Downloading: 21 kB Downloading: 21 kB Downloading: 21 kB Downloading: 21 kB Downloading: 21 kB Downloading: 29 kB Downloading: 29 kB Downloading: 29 kB Downloading: 29 kB Downloading: 29 kB Downloading: 29 kB Downloading: 38 kB Downloading: 38 kB Downloading: 38 kB Downloading: 38 kB Downloading: 38 kB Downloading: 38 kB Downloading: 46 kB Downloading: 46 kB Downloading: 46 kB Downloading: 46 kB Downloading: 46 kB Downloading: 46 kB Downloading: 54 kB Downloading: 54 kB Downloading: 54 kB Downloading: 54 kB Downloading: 54 kB Downloading: 54 kB Downloading: 62 kB Downloading: 62 kB Downloading: 62 kB Downloading: 62 kB Downloading: 62 kB Downloading: 62 kB Downloading: 70 kB Downloading: 70 kB Downloading: 70 kB Downloading: 70 kB Downloading: 70 kB Downloading: 70 kB Downloading: 78 kB Downloading: 78 kB Downloading: 78 kB Downloading: 78 kB Downloading: 78 kB Downloading: 78 kB Downloading: 86 kB Downloading: 86 kB Downloading: 86 kB Downloading: 86 kB Downloading: 86 kB Downloading: 86 kB Downloading: 94 kB Downloading: 94 kB Downloading: 94 kB Downloading: 94 kB Downloading: 94 kB Downloading: 94 kB Downloading: 100 kB Downloading: 100 kB Downloading: 100 kB Downloading: 100 kB Downloading: 100 kB Downloading: 100 kB Downloading: 110 kB Downloading: 110 kB Downloading: 110 kB Downloading: 110 kB Downloading: 110 kB Downloading: 110 kB Downloading: 120 kB Downloading: 120 kB Downloading: 120 kB Downloading: 120 kB Downloading: 120 kB Downloading: 120 kB Downloading: 130 kB Downloading: 130 kB Downloading: 130 kB Downloading: 130 kB Downloading: 130 kB Downloading: 130 kB Downloading: 130 kB Downloading: 130 kB Downloading: 130 kB Downloading: 130 kB Downloading: 130 kB Downloading: 130 kB Downloading: 140 kB Downloading: 140 kB Downloading: 140 kB Downloading: 140 kB Downloading: 140 kB Downloading: 140 kB Downloading: 150 kB Downloading: 150 kB Downloading: 150 kB Downloading: 150 kB Downloading: 150 kB Downloading: 150 kB Downloading: 160 kB Downloading: 160 kB Downloading: 160 kB Downloading: 160 kB Downloading: 160 kB Downloading: 160 kB Downloading: 170 kB Downloading: 170 kB Downloading: 170 kB Downloading: 170 kB Downloading: 170 kB Downloading: 170 kB Downloading: 180 kB Downloading: 180 kB Downloading: 180 kB Downloading: 180 kB Downloading: 180 kB Downloading: 180 kB Downloading: 180 kB Downloading: 180 kB Downloading: 180 kB Downloading: 180 kB Downloading: 180 kB Downloading: 180 kB Downloading: 190 kB Downloading: 190 kB Downloading: 190 kB Downloading: 190 kB Downloading: 190 kB Downloading: 190 kB Downloading: 200 kB Downloading: 200 kB Downloading: 200 kB Downloading: 200 kB Downloading: 200 kB Downloading: 200 kB Downloading: 210 kB Downloading: 210 kB Downloading: 210 kB Downloading: 210 kB Downloading: 210 kB Downloading: 210 kB Downloading: 220 kB Downloading: 220 kB Downloading: 220 kB Downloading: 220 kB Downloading: 220 kB Downloading: 220 kB Downloading: 220 kB Downloading: 220 kB Downloading: 220 kB Downloading: 220 kB Downloading: 220 kB Downloading: 220 kB Downloading: 230 kB Downloading: 230 kB Downloading: 230 kB Downloading: 230 kB Downloading: 230 kB Downloading: 230 kB Downloading: 240 kB Downloading: 240 kB Downloading: 240 kB Downloading: 240 kB Downloading: 240 kB Downloading: 240 kB Downloading: 250 kB Downloading: 250 kB Downloading: 250 kB Downloading: 250 kB Downloading: 250 kB Downloading: 250 kB Downloading: 250 kB Downloading: 250 kB Downloading: 260 kB Downloading: 260 kB Downloading: 260 kB Downloading: 260 kB Downloading: 260 kB Downloading: 260 kB Downloading: 260 kB Downloading: 260 kB Downloading: 260 kB Downloading: 260 kB +plot(st_geometry(aoi)) +``` + + + +After loading the aoi, you can use the function `gridbr_download` to +download the grid. Two arguments are mandatory: `input` and `cellsize`. + +``` r +aoi_grid <- gridbr_download(input = aoi, + cellsize = "1KM") +head(aoi_grid) +#> Simple feature collection with 6 features and 5 fields +#> Geometry type: POLYGON +#> Dimension: XY +#> Bounding box: xmin: -32.48123 ymin: -3.890802 xmax: -32.46804 ymax: -3.836282 +#> Geodetic CRS: SIRGAS 2000 +#> id MASC FEM POP DOM_OCU geometry +#> 1 1KME7376N10816 0 0 0 0 POLYGON ((-32.47706 -3.8908... +#> 2 1KME7376N10817 0 0 0 0 POLYGON ((-32.47775 -3.8818... +#> 3 1KME7376N10818 0 0 0 0 POLYGON ((-32.47845 -3.8728... +#> 4 1KME7376N10819 0 0 0 0 POLYGON ((-32.47914 -3.8638... +#> 5 1KME7376N10820 0 0 0 0 POLYGON ((-32.47984 -3.8549... +#> 6 1KME7376N10821 0 0 0 0 POLYGON ((-32.48054 -3.8459... +plot(st_geometry(aoi_grid)) +plot(st_geometry(aoi), add = TRUE, border = "red") +``` + + + +The IBGE statistical grid was made available in the following sizes: +500KM, 100KM, 50KM, 10KM, 5KM, 1KM and 200M. Using a different value +will result in an error. + +Retrieving population census data requires either an internet connection +or the support package +[gridbr.data](https://github.com/luisfelipebr/gridbr.data). If the user +does not meet these requirements, the output will include only the +cell’s id and geometry, but not population census data. If the user meet +the requirements and still don’t want to download the data, they can +specify it by setting the `census_data` parameter to FALSE. + +``` r +aoi_grid_1KM_id <- gridbr_download(aoi, + cellsize = "1KM", + census_data = FALSE) +head(aoi_grid_1KM_id) +#> Simple feature collection with 6 features and 1 field +#> Geometry type: POLYGON +#> Dimension: XY +#> Bounding box: xmin: -32.47775 ymin: -3.890802 xmax: -32.42292 ymax: -3.877677 +#> Geodetic CRS: SIRGAS 2000 +#> id geom +#> 1 1KME7376N10816 POLYGON ((-32.47706 -3.8908... +#> 2 1KME7377N10816 POLYGON ((-32.46804 -3.8901... +#> 3 1KME7378N10816 POLYGON ((-32.45901 -3.8894... +#> 4 1KME7379N10816 POLYGON ((-32.44999 -3.8887... +#> 5 1KME7380N10816 POLYGON ((-32.44097 -3.8880... +#> 6 1KME7381N10816 POLYGON ((-32.43194 -3.8873... +``` + +The other optional parameter is related to the projection: by default, +the output will have the same CRS as the input. If you want to keep the +original grid CRS, with an equal area projection, you must set the +`equal_area` parameter to TRUE. + +``` r +aoi_grid_1KM_id <- gridbr_download(aoi, + cellsize = "1KM", + equal_area = TRUE) +head(aoi_grid_1KM_id) +#> Simple feature collection with 6 features and 5 fields +#> Geometry type: POLYGON +#> Dimension: XY +#> Bounding box: xmin: 7376000 ymin: 10816000 xmax: 7377000 ymax: 10822000 +#> CRS: +proj=aea +lat_0=-12 +lon_0=-54 +lat_1=-2 +lat_2=-22 +x_0=5000000 +y_0=10000000 +ellps=GRS80 +units=m +no_defs +#> id MASC FEM POP DOM_OCU geometry +#> 1 1KME7376N10816 0 0 0 0 POLYGON ((7376000 10816000,... +#> 2 1KME7376N10817 0 0 0 0 POLYGON ((7376000 10817000,... +#> 3 1KME7376N10818 0 0 0 0 POLYGON ((7376000 10818000,... +#> 4 1KME7376N10819 0 0 0 0 POLYGON ((7376000 10819000,... +#> 5 1KME7376N10820 0 0 0 0 POLYGON ((7376000 10820000,... +#> 6 1KME7376N10821 0 0 0 0 POLYGON ((7376000 10821000,... +``` 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..d501ad6b88db28d9030ec363e7e276bdc4dc2c74 GIT binary patch literal 22786 zcmeGEcRbbq|38kOb2_rhtVFi#nUN?Q*;^>dYS@Hu?3oHtvR6iCwv6o2wpXNVMfS)h z<9mDP`MP{AzdwKfzyGLYJjQ+8Zr61eqOGZPl7x-~g+iTFQI^+1p)hGE6ndQKIDE!4 zY)lk|!jf6b$!XilDakq5IXLM$-nnP4WNvTnWPMLZ=_(3!>DjaE##Z##Pe~_Lm+_wO z4D8F!jwCw}i!Qg*>3K9bb6{R}f0!@Iu3Yv-%fd*qHHXNry-aIv=~J>4?_Q5bjUO7m z<7BbPUkv3>FV{}T26An8?<&3Or6HcL7AdQZs7Pv@Un%WMh!74oRp8^w z3p@BY6ihhHws{Ln=)5xY{EFD?LT=VJg_eu?iJEL*>jVG#y;T^o{Wuh;6<#Lfb875Z z)n*)zQ|v?#Me6m*VVB@y0qe3)6o=;3*2I6hVl2=d|L#ib=Oy{QiVLPMN$|cpFHig?XGD$vNC646O)%GT$+XO zdmFp1`pF4IKO-e*Na@1Z1#eXRx!UZfU%{D4Vfxm^FZ}0lv&K+VD>}6?m2OHqiYaQ* zNc!XH_-8G+caJ<4P7B?pmVd!aZtZP&J0pjLZpP}>OqSKF?f&tFvG?3N2dGLtn}g>0 znI565*@tW^-Ffeqt**1xo$&Rr%ExyTTR5`yT~HBJi45GPXN{T^qGicoj^u37H48KA zkyIrU`x49QY_?Y2)8~O^(@7N%tqYxTll^>PX%;_T-t|c}Rh;5`*Y_^l)|df%6GzM5oM&CmThiI^yEG5>B|CK;zBip7C^4NDzjfk((D#_%{Lqa`v3b$<8zeq8 z4u&6<)}%Deq_g<1+ubS4NH-9>v5R49L-|y@*AiJCH{6@tYLSVwZP|)s;_&-5Iw?KT z>7446`e4kz*?3&Q$<)d80h4p8l1-n-vZ(D+amE{x-_~*0hEuQJ`p$oa%j~h#`w#EU z)U;+!KY2uaN6^z%JfHd*jdAVqFC`9U`91~yG`Y?T_623%CS>#!V~=xsXa8CjIi_j< z>k*rZ3@z*9`?a2r7B{k8ebuA}ivvD8|FOG5aM#<^TU7d#%zMW`+Og1vYYTt+oMubg z$bN=dCzn?w&OQCmGWqK+NwF}`nG;h@X^^#RDG`q0m9r zC@g%0hCg)h2dO2P|9u9NmUiraAEU>SFH)Hf4Wm#vl#0Bpo;!MRgt+dy?%$?A(-*rE zMXmLssZRE;$DZPjHdFq6HC>PEy!>bRC#>tLw2`NHR3f^WHT392S*}^95T5kw+HIV! z8TqqNw)Ml3ym5bLxT|{WW&Oa4aqW`xz@Tkm=C4Eg_W>vj5wri%U;b*CA4aV~b`&@i z8vE}rAq+NcnCO4sfWj1!Q25uhYFPZg&%oD@{lEYH-`D?deEx5J{NMige-+{X>cjtk z^>NZsOk7y*UjYtiA_-%XF*(?s7nIoO)6H_4YSnplm7pa-#PasM+NZlT%900Nlz*p; zLjG68gBQNPk$ZZEpU1eyB?3SHt!1#nb}C%v;6-nin%Z-EiSu5Y3#E5Ik+j4_d0qL1&G6upXizhTp^tl_yr{KEdDNU7<(cytwL3B&{Q9hutHbWGHR8t55+%RKi$l$gz0H{XxBlD} znG+ec`4=+6rFmcws_3OW`$Wuhn3qVQN;_yi|My*3P2{@@U7|QNGL5R8ggw`1nrO9O z%@7dbGAe(n|2I6%IOah{?RukBf_{_kdtaWLzo2sYTdV;XRQth&|L8)2Dd3JV#>S$*lJ{++ndb-&( zqCR8H4QeR5k2kV3{|#gn*SI|S>ob+cwXUmMV}5OuEm6jNQU>f-VP+}kCjV_LoIm#E z9J(KmWAd1!Od&YgT_17nx|7*Ddimdwz_|1fS&>`)C^gTJ5ZiePJ4bDCu%ZLMvpN+O zZMrty6<6GNa4S*FHr88u466p$zPYG!|G!mZjPt_Tek-u%9+UFgRDSo6U}~{)?2K`< z^i&+#Cu;9oKi5ZEuxSmp!X#lw`v|v(J${nzJnZfm3;~Jq(r|Uhl44E0#oY25JbfMB zf=_NGC)qX8Zn)|iY_B`tP|r-CDgOw?ED$XJzlC^SnYnEL`-aG3#TD=E68bCd+NG9V z_L#n7gk;Tg{rOp{F+8!Vg|e>&YV`_liKz`dC_N;YL2vk-(>eBUX6UIe`R-Mz*e;LO zm)eg=?o7p*w#WI(IR93!{`LHFrdpi9@0V;!&*N|F6}P0yG)@UyjaNHOsbaL-oDLfO z8MO~9S;YR$A@dSO(#WLV6K_!KT6l{8R$s&(vIMzxGK1F_hXx|nl|Ra0*8O*L3c3EP z55&~&6OU;ovy<$d__q6=E{xU>ofzRP&@p={g!aTyD{6iIZ=1;79w;(KDuh9u`TjI@ciU`^qKT6*T345|K5&DU}Y}9IFY%hWn7o{ zdbN}JkCHoq2BdnHA8aY|s9#=sD2OAsS{aI``)}8lHNBDx%Jkk@6~6cR#M%j~c4G4f zuQs2I`fQC@==6pPHgM6HdOtX$zw#y(>dOAGXY{`c8gPlU4(j{rY))$8ROHW>F)9aZ zT{3YgQeIC5dPH4jv~zF1Nk8`^GN=u6;$7_tP1pZkOkw={n|l^F_W}qR9SfTaZ&gHA zJ5MKOC9GHLKEDkh{dk#i?&*K~>@C6PXXiMx)Z${{-yu!jeC%7hAFK{_f1Vh*^e9*~ zn+`DeELIGZ)`WHW@HA1>X`Oq1_usmva0rmZ&o%p_k4^Tf2|iQ1;kWlE$a}pPc4Oq^QSpU2J* znEIVwH0V!Tn@;tMeS3eXwSH@qm*4QM=--aZiL@aeH(+IST|7zfuLCw22kfj(CxytQ zdas7idZu3SC^g_|vFCQF)i`-+V;(ka+~(p?=%&j>hfyP^$uz>*MNyvA+cnVs5R@4 z(hCHihz(_OWKna|-!c~d4fsc{G`WcnPfkXOk9q5MN^Kdw2%P=WjBN&d8&8>jS^%^%4Io!!Fq8Ofmvrvo%EOlbwIJM=0$w2`#D zy!P#52z3YRW@n}%k1QpWK2MU;og(3pp%9RsQSiVbej2374Zs%;;@y<*?-RwM$oXg zs#ezU`&YP(z%x2A;V8fIpx%~ye|~-fY(UdPFhV0>#O2Vq|CX3!gSN{ZYCHMjexJb- zJy9lIR*iSX7z*GT^`vD|prFoR9Lo`2&<>puMFqV@i?%;AN3 zw;Qju-|@Mv!){iEvAdsjf8(c06o*RE#rp*&pLbX&;C*G;bQO-?cbRB!W5Cqn)dp;o zYof}1azSI39f|A=k}g8^uWF7@_hcyXpT0$d_nVARLi)7D-H4*XT>oO;bQ0UjSqmxgNnn`gt0P0#i<2%h{$rk*8vD-s=9i7Nw_^9;u zJIv1BT342A;PFzsAEnftD$7Agu`a4xRn0Xh%SHgzx+TMCAznql9+i%z2+ z(;?Dqc^~Gu!=c#6CoJ^m>x)xAy;W|-GCxop$0GMcxx%JjCnd3D+2cUu&U!<0JRaxM zqkf7CnZ>4M4EdE6|MnEAA#5BJ)2Dfol3|5W!58hm-%gqDGtn^?@?D?lae7BU6F;sS zs8`JJcXKgHCrh;@)$hRCV#KS^JDT$khVMi4_Qf>p(R89|x<8HL51oyjMFz)pRWv20 zPW3Db;W5|pZxpI)y*{2Pv%ek{&8_>n%%5Z2|A zv1Q%7`WDaiypJ#Q$lk;W7~gXG-A?OFXK(zy+SxMKxc03_c7NfOmM^A&4-RYuRYQ?^ z8ISarF7sIUe!(!x>PEp$7LBBfG2zm?&3tbrb$X~1pCwu^7i@0E3Ytp4GG}pKCJ`cT zsl6}Pax~IZ=Sw^{Y`Bf8N+!EfP461hOP3D!k_y&QB#!GQsnxId1UNM8aL5)az4e84 zwjsxRP4Q@*4PbqDrf953>#AoYlO;2Z;>1clq5XC9VT!#9=i9f07;4tPo^z;U@!4IE zSRASh%AM=$e~6M>Ia6}!H1fjC-!YAc2ek(D2k!`(MBA9Hm$U3GC7dRkU-K48`Rg0w zW1tOxQD=O*``$nKdxjEu4_+&XoQbg{@frgsmI#-ueg5RplZ=thM9S8P^o+QTC13GS z4C=whu^N-91pUg8*xg*@6|wA$E^gRu?G4+q>fQV*QF9}AlR2E>a_q>9y*@{Qm>3rK zxU`nzM+>7ClO*mCYtfO|lI%8`K<{m1jVD!0md{kE22OT*l|3o{Bd#%7+X6l9F?U~w))e6XfEAL3!3s4O@(neC>hmAQb@47- z^_E>J*_>K|{S22~&-*QoHIDIJ&a^e1E4lp6a`3N8;O5`u#<44-LguZ}<(w;;T!3Xx znwRNXBl9_ok(5;o)Jk>{bzd2OE##us4t-oDf>j~1k>oVbss4&PGAdqA@s^oEOujdZ z8g}POoV5@AU?!_i9<9Wy>?ICk($y>PNjpkbx?jo3UEh+wv01y^K<&ffGSwP$bv&gx zc13X%n>K1isCp#0jX(4+Qu~p2oj3PZMIHhGBBP@xuNIk6QdaG64t1DpVh<=IRvM`M zpHwd9N+1=CCqOQUEMZy-pQLPjGiChi{_g=|!~idW98Q!5O|@e%LP_zc=3w*+*q4g6@}TgxVI@-*`$RXn!VG%S@vA@*996oZnK1kEqyBuC#hP z$@yERGJ7j>YkPO-%h+bQ2)-2=+ddhO<1=72Z;O4l%A-jdiSj#sJXb826agi;Qvae3 zkNu5-P|Yj7`_0f76ZUAw&fiD_CgKEKPHk&xgxZk8Nh=WJvI58D(F_)2bslAQgXJnF z-hULzq%6$-Y*TklauySLuXTt!eK;xJygJpEg$ux#aG#lSl!d)OU{-nrO@obbmF>Ws zGKl%as=~apd>w|~-gjDU;Y{jUu9+906}5UX2`zauth)Df0Mgl?p62D~k~ys7-H8Yh zhZR!aLl%vJ=OBvl?^M@fz}ehR*p=Eh*t#odTvHy+bA9enao=(b*R_YVOVV|r>lZ@k z#B7@Ta&@zA6yB09Kr1{~fXO){RwRq;Ol7vTE@K-(v&-4Wg8+LjPc~GRq5wHGYZ3ai*KadgyK8kHOVgL;DA;D!sUIY=Cp8gwh$l zn~v|j_9)b0H3a@B>O)wuqaMz(%G9|-%;HI@^i~U&RmnqT!4FfD;4h$DtR^zmmC6){ zBJDm#H~u-x29~M6E@ppsBkJV2i_OguY{b&ZSJ{(AF+a*I#Xqb7KUZC&b@=}wb6*HX zz1K8)*yA`fUp9AMeLf#~+a{m}Ki>+Phi+p>7n&LX&&@y`23VL)DglBG+gHoCoLi&0 zEo$XCzjE+nd*K^2wAkI3DgBQZYvfWQqY>=iso1bNXluT={l{t0I!7XsBZT=y42n9U zl#1l@wE9&N#mhRR$Q7@lMQy-KKj9e0yR+Nd3k>SJUYSxfGHAp?f?hdAJOsd-zbSxcnT zHv`M$mFromr^~wQ*l44OFc-1wDU09VWbm0b3@h>&&6$G^AXrIejxdGvQFcv8BNS3(%OOd^ti z3`!@_jG)Cxwh+GfH|$`(7@q5@OFhtM@^>2UetOzzrp`lD#r1+siOl(M?zu834G%6@ zmO25K@8h>#MfRs1$&BEybM{rTKt^5;=l`hlaGveYkL!DVO>T9v<(>$kfKt z^Z{#XPPMD3xl9gg7P$2Tic7%3uWWw5Ck$J2XW8$N7kJY%If3&b{*~DH;K{;G#~M+- z50m9wv&i?8k+i4En1X!9&Z}Q^Y9t|e{Hv@{PngXddxfh>{yh1`r-2ITgnhE=kyqi{Us7xXT30Wg z1`NzoV@CBZhdM8FLOdXvI%4mJYim*k6y$G;FOeoz#hMn{H0HHj-`n8hDOjz);MJyEQU?{Y>hrFC)6@mKUjj}Qf|$_*~+ zI24=6;_pw6-CQ0M1Z<3`h|NHS1()l$QV>yqkUb}u=%Xoo|H0>w)&P{~wbe-gk*{dB zeD*&5JkT4GlPGl)EKZkAbl+FHO6bDMf@z@I~4ACRC+q>(t*#o+92ECS2 zuxEcdqO}dNd?Z3A94Om4bIPbAwdkJSW%c)OBye3G7~*WXtqe`+ZPA1kW0PSqP5C?On3aAh)7_phAbnzULM4 zST)NvsjopGXuBil_KD?sT*o5RfR>b0{o>!W+Qn~AOu{U+uC5XyQh;!_Wpj;NKN{p7MdDA^2vqRIfW9d%GOQNE!yZZ_$g!#OnGtV!xMx}w&x#HiIm3>#1o|Ayh{~P=tGhj?c2~FHM#+qD_eJ`1^DsG zwNL`KMFjEHHo-Xfw+(O&2aM*%wOMW(d7w1G*ka_4(HJK0m4Lni16`gQ1y&gChh1C~ zpd}JwdGw3;5Hb$6u6=I;){rEj4m)urU`f2;%RPA4$|D$ld8tay_h84e$D|7ec;~Ia zDf$3rqPpF={N6@CzqRE*k!k|OS7WZ~5_;m~zV_*zLSqX^=w*D3F4_-UanQ_uBwXC+ ztB~^Bo*;avl^_2y97m5uREwSUuUb=^Lk@9(L%**-{mgPMGAs}!mG%I~t^&Bd!Jll* zI{Y{AZ-H|c?SxEo8xLXsWLfp3>%6ryC@b$xlMQTlwj3>HV3%h$!tAQM29YtGx9ogr zv2VQZX1npd(XUb7)wtA?f7+0S8C7Bb`84d82k4Um;`axm?X_u%FS5Ne2imFbpDPP$ zqZV+*mKff++``Q#9PI2Kb-z!M12hMbU60XwMV3~?BFq~go)fg_9}PaWGs4!iJ_^!f zHTZm}zZzupmzZ}QlGzTRpZ^i(AcS_K%}iya=*i1gOm|bUVc^ahl--0T1l$BzOsaXQ zT>_|n6T{@U_r_&$@cPqJ+;LwBMN^#Tr?AI*QM&I=M*uk>gMj_S!^GPvt^6X6`Dx-t>FK$GSG;U9KCjWjz%eygJ z>5v-Db?xeU3_RMxqf>tOoB+WjVQMCyZtBgfDgl9DsVbjsnIgghIQ&rIY1L&p8F4Ou zz^MU`ws>bK{)+@&#URbF(q7oIlOCi`nRhvDn`S|{o7jVczYYg}58k{X#uAtKq6}QUE688^M0&;$OU2nq#X*M>NZb;T9iC7?LA(ADjQGUI1hSya7Gib6Z6f5 z9~Q4>FImX-0<922C;uo?tJweZg{j4~CQq?7b;DWeCShOlXHFFUOM($BYIFdI<0_9y zPMbk5wHT2mj66>a%k2%$OsOn7z|3=Oex*jBKU=L_p}|GrS@YIzp3HRfyPr7w5i)F= zy-E~0(&4+oL(09D@nn5zWC#RZV25?QD?oe`MnZZ?d31|NUkblaU;cYD)_k={RY+A4 zMHl9pd4}kbBF>Lx#O13-DRjH;zJ#Z&6p8_$e5(Mh$}%Xk;9S>J#HcU6$sFiybUW_T zad7{#>T?_yfsUqPucOsLBU zE5;be@BoatN^aHUfWdV8iwpJ3HQ8doBZ@)jyX%{?PbxK(F+}dSK-<(34_|yw=|9ME z9spJeYuYQw4;2Dh<8Ra>f^*|k9$^})b ztEd1gtV{6}l<7o%G0XON$_{qg6lb77@h!?wrrTENrD3%n5)17uHC`;cbr++ZfA=NW zcW<$N^)14RriF+L3ao zfOZ0~2en^a?R|USaLs#Q{9T|(BXg)0Ubwg9&WF-Vq2ZLcCM_rczBYy5TUAkXN$2!g z{BdEJ!DDnDMYc2DuY?`PaXb54WA{`wIGO8LTX|RKiyNOVk#+z8d56e{ikB^JkYc*q zUA9l4vGg>->;5+HPxIc02KH^}xw$}#m#*0cDMLmO#K{=@ks1{M^yUaS)S7usJs}V4 zxEyrCoTM)iFe{Spm04lQ6yjRJ>HFRAcPR=~bAac%!WvgO`S1(hdrl0^?>N+N#O^^U z?geQFwzpsQz$y!dXd6L-ri-W5tfQVEI)8Lx89+eg8zL~#5<--aF4W*XSZ-}`wHFZX zd99QyEz1r+N#`;mxN+Pf-Yr${Ou)}xyEY@DgD z0VsNAo%~Q-XBWea;+6=I#TRf22HvbJJNFdYijHa&77W1JQB8)6hd)CFC-d@)A}`$g ztX%K8A*}Hh{6yHgJUtBBAes-WcTLGb2}9Pg8{hWLsVXuwHq4)_dOkCKI>oEAV3rsW zByKB>_vvb#Hm1!0JIFP1;#N2~#GZ8lT#OiBikoE?&qS@dafoWa+ZK2XHg2%OI1s`} z&?U>Tx^w-)cU8h|>v+LCaT|IP$ufQpy_oC1@{SN(27Agy$|)Ej>|M(4`*^@dNfx

x48Mrg=kw5@p5{r9^9+`^BHut)ducM1PV@g`#D_ANWOr?zVoXLD=(66HsGauuc3D#*s4kGu!qCq?< zmVvZgqVLpaFWSX>|6Q!q0Xu64Q2r#~KJk3{nZ`HG`u%y=7tMdZ@0YxGEl_P=mDaAv zsJeH-F&p1q{8dY4q%H+GwNop1PL;NBsd6UFAL~ZTxd0T&3HnRj3!a&_{!Y-n7BE`U zJDDD5bWArcd9J_yL21|dQi5t{u-?nfNhnV?x9C;=(6<_&8KPja)SMGS8(t?REAJ0k zxQc~h<0EeC>UZ8YG_Evky}U!|@0r8TMT`lc=r)Z6PzZc`SDlLx77B+W@PViH-D$_u>4n~bO)=( z(J!^V0o608#+XqM1^G+2JNfC*bmnnV zbh4C5!OaV%(J@z9Z(oNpn0I!X&EKCLogA;7E>EmB;3$kC3bq?-Fot9b3BmvBhYmNk zjxCLv?yT>Yrk6IAAJM`{t-i}^U*H?r>-nw(^& zVMUVEq;j(@MXHuiO*w+XQ6DF6>ApP?^mSxJ`LKR(`&T#zGg8d6z(;fHQJ|?d#5u_| zv4gUKDEk3IBr_|u_B%QCX$Vuk4T^Ygt((Jt(TvB*fxAIQ{wm5Wjp*0Xm_Mh+ce>o? zBHxZ-T?{*b_)>ZA7EW+E7=a4;>%D3^5px>m%3+I-f72o9Ov*gM5V}0>f>O*12`vKX zdg9=m|58+YFHPJye6KneB?qgBgZ+ycPeT)Gv@U~xNC-?zd38poA14ZLuSBouAJf~a*Qxtdl4WpFWE#@k1QA)uQCk%v{IxmbRb{uxuZa=`Ei(3rTt@&=br z844Q@+E*kKGob`qMbUr4&5~Z_(-;OR$>6IQymc5`T7IhSiKT~{fNrfV>_nhdRp)ig*C1Mnr|j} zlEP-q6g`Zc1>bhTcFj^xx_DCa=n;Em8kL`Cz}OJU^9p%w+EvdN)gt(4750hRNDV%t zK6(vMThp6+U)qIsU_3g0o!`wfMJ&0Ud-QFALP1-I1^75 zP086z(T(9!^H5sffl(dfw3K53CD7}i?31M(5Xp0=H9q>gKFhY-=GvVm>(n7OAn(DR z!!j-v@a&v;;<&JRNv_n6WPkuZEmvw^!pTh9{O(wTkHx9mKR<@7f(-R^(>+@n(dEGH zzK0L)6WXIkqDa~oFUKe{d!iY9=`T5^(b_EZWCZQ7=hvsw6K!kUZt_PXp%H5LIWpsj zly>Ff>;|Mh-KcP>?*el{ZT?%~RP}U96oh@w=j8Y`o#wl#&FC>1F}byU98z8@C#-H7 zrg*YZJZ^%1?(l>W&lv|K`P%N*vcr?njH+l|ij`>p(Kb5o&G`W>K>i$HPRAM0o5U&A zYSugpjM$H@DO$XzYwWNLT!PSq2hX*RR?J@%n9M#s7D~Qo$4m0865HeH4&lq z2@{N}L_7><(IXMBA*Y6T&L8VFfh7umSV{HSOfd3Vtgz610-F8cLU1{tvLCf>%fwO{ z4+JS_na5?JCID49MI0bcY&Tl>;{=n5=WLc!8-HcSOvNf_a6Q2F6jkcN&Skp>-g_c*31J$PFYtF5S59 z7co29yIar5eXLjccA|-6-esCuVWGsLPMhVy3SQECe;2dU>S76~Mvf(xHtiC!Lp_46 zd-5*>ZeL1p<(r{H0~@(;HoK) zlurE|fIEw=1AFASH|g$F$LI7fe9fg{nB51j^{|`?+-aNiplK|za}$a zeIbMv-0D z_a*kR6TuB+trX@cl#vn>O4bP8_r(_*89Eb`2)YEd|Ef!1AfPH$PypoznqAgz6OC%z zU%kp~3wy5M*`;FvkBDZptC!S_p$|No)XFCM2!uP^9-sRzducbLxCZ3~iM@{c0^5$c zB^+c^!`OG?i(e6nBGNgt0Nnn;9rkP31yZYJO8|Teobn_@A60O1M4{LuI;**XNOrZ% ztB*-Iz8C1`JU8-~ib*f#9*Fgs&5D~uBDcDl66~7nYDs)(t6S8gvdj^1!H_;q2dpqf zcYV6d&LlPXhuX(2S1w|fNM;1C*0|c8@9xvzuLj+V<9lDqu5D4ZqRl{2@|5&6^cvA~ zOjeF_-`-Kw8TL*F;#`p7mw0dnj%0WP)#wGcp^QH}pEimXGfM<|mr{z?k_0F&icTfD z)Pqoy%o(XwrX$tIROL~sKq*o3ImyXNp@m+Q zf`m%#J%g9ffmR`I)C#DKK}{t8(G0pnHMon?Q6KP|v4fKwvl@DFzi#5mIe9O;OB6)u zI7G6zRbgWhTW7ezhQg~QdQ${zg5od9*?G0;G}`$6Z-_=(Y}WD)nnfxHG&`r+#{{sr zS7x>l2F$>+$#DM3hc%*%m&E5q3!0`B3LE!uM9Gs>G5G&(jZt&qkO2naE(bS1w}|7W z5W=u2hNW#qd9j?r*b}Bb&FgwIH<$&Q(F=E2KOZa6?6@W(^+ZvX&*4lC-*g^f1JX$K zii`|kPgtGFbjvR~@u8MoLz>8pABRe;ptNMB&_|@H7V|h`3)irtP!UKU4?4m>Qm#D3 zfwW@=Y^dn;G-z<}li3=IL}oDliPhw(tQ6u%rnU{laX#qK)C|vu%Phl@bl!uu@JEy@ ziT;KkRuHZWuuc{FwtOl9aLRy>(6~4nPIAc-5lDmiUUuSH(N?v~td7Tc0O9thv+w^h zFI;zJL-iYfazXoyc=^JmBVm=7lN5cxJAFE>A5Tz4EPZTvT#ugzZT#W@%HRtitBQDEQO?EDdc&paX~s2&MGy;w55Eyf zXGHv>#}1zc{4|g>e3ip-Z~H+{R*VbLN>jiw3zj8g4P)=1pF&lEg_4k1dPas|uE`Q2(Qsf}otrD22Z%2*Z} zCgyQ&KxJBDgpY}zHsu#L@HkI*#z1C`FiW-XSU?rg%)@mF=iku~29MWgkk;D4Z?D`b zyJ$bxr016+7*D|jt8=?5(x#aJ#F_J)soqY_r(gTZ;{v&I zEIpKZ$==U{tt4FV83J<(oM*C5sIraCOV)r!)VXpCQTLVsMtfG?=Sm1Ca7oC5VzX0q z{M5)(e@%a|EX(%5U}!OgFq+nZFCY&K;Y3q$y6&tnD*VjBBDBv7rXf7XcEFcf!>AnY zeeoFHF;k&LWPeEVfX&Ia+e&!?eZLI~)_KBc?qeGJCV?GMnvyC!daqyXU55=mxxCT% z15%qw6P{&s>y&I;56;>RW|HDb z8%ocn(Ni4#%JLI{A188y4iKD`lq`Y-KJJUDXfD=Yg$=>cWG7skXSb7=07&-PVYk=tYk{gPx&E2QBK`iVxL% zKsj?ja38q^bP5K;+Us#A5YW`|F%fE7sOI}WZ5Qmm3wg}E3YzRuViHpeyYOpRkY7oH zawP?t-PYhEsvV=-V2fKgxcN*ehxuz7^%(TmTVI`rJO45lL@h_^!ZP_6E`6dZ3K8Nz4olNgFPVHJ#D*Ih(0g^DA>3es7-%J3N-AU z`lTLyvMmDN!+p0|u*he2BX;YuHqGWDrA)4rZ^6_Tt$tzhYX(@yT_awT6x1mo2-7je z2OZUdk^DWj$2<3L(aO#C+n}- zDv%$&a?aZ(rd-?=NiSU3xOjh1xhqAg;}`1Mje&30HJbO4BM{)J#D48r=J&>^*Yc;Ax51Y%2gfqI-7>`^dy!x4o&XUI ztk7j>2|fd6r@qg_WG}t#hHy@McSVgLfX9tHb~!eNQ{m4!qX{6j9(JK-9V+BsXmc zxkbpla}+QQ%EcXe5es$oE|D7j!5Jq>NX8-A72&d975dlaXFk5_O2~^TA`)^Ky#mGj zsgdJ50*kZ8oC-grTnf8^t||v$2;{vK8+Ye;YgL>;9>v~-9@z9ut)Gf5t#Q0UJe18B zQ^T0GNilbx&G>#ARFpq$d}!|Z#Pq@Z*RsPPkqaP6N@(Aoj3Ob@d!tign!fDpLDhp_ z=lu@$IQT~dZd5+&_wNglv;5o$syc_&w-6P#5q#VXUHXv^Wdk*)k99B1Uju;peT>C} z9UumR5KR@XC7xXi0=2O1C&{62fmDd3!3?7KJ~??V(L4z;xYSPfPNl5xBHHs3kTTH$ z6Uge{bvrAKPfyI={5gl^9Ep}43PWU6Wp3zyI)TfSjyPz_=#MUu-3n8LWb|B;hDKh} zFe5yG?lh;{Z`WsubXIU)OLcgL9ixl3z*}`?Y+h}EjhG#z8#MIw^7=jm8inh_?dtWb z9Pd!C+awvg{xG*Vr- zC}Hzf_v-Bio+SInxuK~{k}k@leuq9i$szAO5!{Wa{UR?9AZL(S+a6scn5V`zE38*D z6j>CK*z+nNkL*+a8|g;caJkBy{*hFdXE&1Z#Z!oO?TFCJ+I=}=FQ4byfeFgv@jbS! zLKt@(V!T5^!Rxz81y&x5|a6s|D)Ud)qb3_7gTg&#CV~cD^k) zC&lKn6cys?K;7T1T;!_O2moNFgvdAmSEN|{!?2MN1JUoyC#8JYo63Kn42+6CRM5#k zW0V^7o|UJ6PEBCZ`I5VG*eNstUu5ew7q$c1h^+MX_%V?OvmeVu4rbx>!bLUd*^HBa zq>9-}8=#cLaSHlJ2{riIJ2)faa1ELIo=1Q(b}c=kl8%9M#U}cK@95 zV9<4f-nc&Vm{=jAd-|tmn9w6%Y5?wLPtQQOF;t5qldjBP`pl~+dxQv^+|%STqwxic?03Vr#}kE& zyAD@VkM-Zan9?OM&qOWReu(%=nnnN22B0{jZ^`d>;5W;Q%3epYUILx6YXA&YV~eg7 ze#B)d>yjS2{CG`P1 zj$cHt-fvJs1-yXSds05};nrf2aqZEm2{_|(>n8CP{bfjv2Y0?_6uRyIgVdPQ=RuWV zcd5Br&$P%dy!y*aJ?gQ&$#GzwqW~CH6JCW^IRj_M1WZ3fxT8l(*Fm<3MbwSQy#}$I zZ|)<4W*OP*rQ4Za-IskJD!lG1S*Yqsw5^Yv*?G&rUdf#Ht`nTw`?0w#5rK`heBGa> z^hT15DiaDI%i5kG5+ug*E8R}2$Nl7oc_!L2iww}I)fw-t}HiG+^f6)#^ z5S4QEi%k-{+&@SKKpM3bIj0Bdq>3M`P9VP&#v=r3dgu8-v^M9S*jc zg6oY;HC+`&8#}x6#nj#$B^Nl=<8ND3&(pmC1Vix75;MeFRzON4z=x#y!xhY2Q)0SY z4ERT+W5&NerJH7@@P=|aUim;ztS?ywazOXK-R^5)mQ>G^(i0zc3`9=Ur2l>O_m4Yr zv;kt2h!ni@X1hUfjRVK{0EIebiu^7B$SSoDrXaT3-&lmJ1s@?p!$^Z)u`MO|8z zpgkOnEbQ5b(~2(uwj|xDlsVk{+Wzp_iy;j~Qux^(J;&$Q`(qf=daRb=yRnCCMt^UN}l zATgN5-P!uI3?4WskUlW&SMbA`-VmKqeKR8A3{Xwf`p$|Y} z?i&U12BqpjlZ*6{J5~_MO*k04%jr`Dg7JTKjh=T0P@MIq~Qc;MH`Dn%KB!}4RZ8!&) z37MN%0?`*eI4v)DU$6T0xMv4H!K93xT7Ow}8;%BM2e|@ZNe{Jk-s4RRH$?oD-#sJ@ z9DjYVgTG7T0jjO`cS>ux-E#l2)^^YvgL?fk1lGW^eoQOkn*bNQ?TEEGn_s(O20 zPwZ>jA9(c(ALgzZzi3f`khFN$Q=3G|2Py;JVJE)M%QIJE;=#R4n%2Wlcs%zb078pI z>_odhfxT>s$lib~cek(&a^rp&0R2&|F}z97&Vf5c9~FA=Dx=HaMyL%z=KoFtQI)3R zpX41pv<7Vg!YAF{vv(IgRwv)^zj2xEolNPGIoSR%`3jx8^p~Ny$?{_`r7&P*k%0Gw z{sR~FUQ%xZhtGs~Om>_h=doF)WAsF3>}iJlzJJ9VZJ^r+F*IkxJM+#;We=N99NWpg(p=bV#4c7zsn)AO6Imx&lr{~gao>mC(~2-*$6 zo*gB8U^-s#`rZgf8nOr2KTsb#cn3~*N2GY1v1`JWwRRD{J;s$yP5BL9h`ROsRZBfL z5MrmIqGJ8@0-Ss-i^(bCZ%3A$*?GW;5hs=n&vYl0!7agtP0WhdIi3Y!tPmdKWZ6Rq z%$(P{+griT_U`p&WcHPEeZ@*|dTDR>)=IgxdVyE?>14N7z^GwpFZ-bES!$hYK93X+ z`R8ub?<$!B+}7j@I{4cs&|B z9D+Xv0ym1W)R4QiV&E10S&aj?n&-J zU;jA>ttF6snqPZWb5K+ylHcVc4H4r}F6J!20$qp-@YeeMwGyAdn+all<}048&8Lc<%8lDUNkt|m;HZ?#eNOh`yYrdPAu>F0#VJiq zLt)cs%f^FS-yQ4HY`o<&FfILIm(SJxR#GDCco^_!k>{CIoM_`4%9bN@m^mZ}{6kt; z(?B6+0WuGZyXsyey0yStxd`<{G5Eh(938?w9iGuMmVpMvQnyz0*u&zySPjf zLG{D{3EM@^e$C<3y4i~oqWm&i@6{ohfwW))OI@1j=UWe;)AX=(fd4hHFxCL4l;9{+ zrR3}vo;2zc#M1Zre@SBBbK+2R4HvhJpTSuOfn&!{ya3Rt^5r>0$Cf?TpYk=*X^}X} z;JN%V?+uTBSSuk#GIZf`mizOXdI*E+`Z6can>ODru` z2FgvafK0|b^PHVe4ijm2N%+>=W39`SoAD>o5ghmc4 zR6;FnxGzakL~1H{tGwCnM{Zl=%!+rx7vzX5&;)TcdU$;;FlQ3$YSk>PQy>lVJE0qV z&>trTY?pIK4pIQ~2rt;5bnK(L}7vK+?#PI^z4>uVY zBK-iMb!27&MHuyF>UdGNl-`%FK)P0!vt%g+FBwncHo({xLd}_I9_g~hF(M%PEf6Jo zL!#*D5c5hXtYp($Pn|5d(>_eVDXGAO_aGnbeZ2W1vp;!5z7OldQsOIueIEL`vNz2%ayI! z_1#3t3vS|qeBXQwGZd~Tpv5QNPr2y-Q zh_-I+((%(mCEj|JikwcuKIDLLEkBbbO-lkng7)^v0kO;Y*gEMr+AfyuJ^}>h804%U z{9P88UHS9ti*D*&UpO5Q_gMVsr!mN^qITF+p8iNa&8Z ze*jTd7@~D7WXY{mPXZH!wN8|dLR(Q7#z-o#15XNk-5L5trDky&ti&mB^iCU>TEl_5 zmLK2_=&l_7A`To5aKo{|61_GijFjj43xrx0RsAGEj+)q#XrSi8-)2M~t&caPlfnBs zMR0P26YKJ<7o_R#Isny~}UhS)^Aae+5yH#Eco zN62?K#XydU0Tnn2o(+l>-Z66^2VQ_hKyyax6t0644cGw@LcmetBS%j{3Q>?y8PJn& zxj+ME5Ep`$ATb4u8Z#O;qv-~?3T`wrfEzQT1;uC~I+__^RV1j^{KtQ}I`zF>%-h2Z OK;Y@>=d#Wzp$Pz5u8?5> 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..98a94c16dd18eac48de9cdcb14ab99e65002c21b GIT binary patch literal 44437 zcmeFZ_d8teyEe|4FnTBYU z@-EMQpZ)HAeE);*@%dp6bIhz+>n>M0uk$)@A?m8~_&C%!XlQ8oiV8BCXlS4;G&J;O z2qy4}d-xJR8XB0uMp|0kPFi02?VGnwTJKEEEaWX5ESzl2H07nx(4Iy_yfCn)eL*Ik z+F1PP-zIx^H(O-3HFLcAaO#E>4CZYAaes zE#K+4u`=40?1gdW)Trlx{n;)?uH>`FD6w}M`Kp^x4R+u9=Px(X4!k!Po%a`UqZ>H% z6Bb!O9Mt8Uzs6Uqdp0^dMc%i0jo^EYa6XQVe-sZ#r&()no!dKrb}vq!)t}#4?Ubv_ zqX#bp&Xhj=!L(|Dc1zy%#Q+IL{O!e_Hod^^eD)>{x=PYfi}vba2I1kC;p7ljW*av%xDHp&4ErhN8+7kFFcxQf4?vOEHwK4 zap6R=715Hvt4o{ckM4b$>slV8G#nRi%{06XLVC32)kmC_?&r+(l`1xmg8L(0Sqt_Y z2VXR7P*{Sz_BpL=M5afC^DRRW9Q$Ew$HXrS#XDaWXCzA97;)BC8K&XA@8x#6 zKE3+zDm@vp8Y@hROC8Sgzseh@X7*Kn! z#XHH9BKjoT0^D}Vxs6F>qM?K~p8CeQg*eo|t+RjUTW4QPF7Gb2vtQn#)oa_{_U`;1 z<(4YAV?G@D+s?prJKq~)67uIHITL^H!P!*)O7ryUGMyc}MI zHOalqY?^Z3dJnUrw&i@^J2#Q;GrSB9K3 zoiZJlki7=WTuw$#Mve^5new(1ZU_8!`xUuWI2$&J8uOV_dNZ7&Z03Pt?H%prN@~B! zg95Nkp16MyDj|)aG-$%?seEf*;#G>IEOy>?D6O7ak(?HqrVQTBQf?)AqNDw>OkO-SRD*GcliD zvpzf5s}m+%F2xx6Yuzu1v|9UifL1DA;CiO%%GznV1bRB@-_iC;je59*Vdqre)q!OZ zZN~GP;oaXGcdrwSi6yj#tUHW57FXOZv#EX{Ks>e3QM6Q1L3;$ehoGTGX^T$)!NTjDTqvOM*_-W7}{{1Q8Pxlgjg54Ks9(nVIyvW{gdd z-38ufr%mTAODEqK($kZjhdeBYTQ*A~tz_6_kPsqtCP{EG8Zi_k17!x!htHYt{qIk| z%Ok;YgrNHi{=HhV01}O~#1W!l{(qkVcR>He_wTL#xiXp^1j|ZpAMF0G+yCERD@b1A z{f~ztA?BfI*wzK_s(JoTm&_yyN@1UW6aGJk3=D1fpRxaEX#XtM ze^%{3ws!AE|MAfO1dsn0u>XGwnhFqH1lz3r62Om z>e8c<(y>2RHRGzN{e>o_3d3)v=Mh5IO+ezSTWH+u4f!YQWCb!B_nC` zZVx}HfWM@vJJgKIDG@1qwjBR>tdy-@6g;%vhw|dpKa!@0ff#{N;A4}i{hK_a`9X+5 z^Jsp(vh}|Qtxu}0hAF09yvDG28?TT1g_y%%N;kG)((sS#tXA8a^Zsy^R3DYVArAHj zvL@{xSI&Ru(ghjFlxSt-6N0ez!XO5XFG&ujjeNXxKg?SE`i?;u$F5btpFUo0&?2z_ z%ko@DNkW$jpN0@0(*K)fN#xMXzr@Osq)7a&xIX!npkE%MoIv{HbV|P>XNngu8H|3j zrRKA}^lZgM?kgSt=ZDV%A)N>$n4iGCIpM#O@&xk;B-wKHJ4~M5EPa0bgp%B z;OE&%exl*moHJr@wR{x)trfza#qde(gl6_%F`F^i<#tJhRAy#ZNIyq)cr!3nU4HV< z_#`9h+(&sLz+O+G2Q!fVgODV>z~Xn;C-5bOXa%K*CB)BZv8vi#qUk=&WQU0QEklQ4 zw{t!({ju$hQ$R+8Z(DB!2jSE$LZJ9XkArVP6-qlGl98Hdd;N13bbI}i!BLX?yKXa~ zY3f8tCipD2c>RTcf%utXGaE|tQF*>qWZ_3)VB!&33uL-)7k|C^u?k-A3cI``MCYy7lJlr>**H``XFt7O2E#l=mNI@*B_;gV&#!(3ULHBtGj(b{QxE zu&jWfFr#)^s``1vbEQAS-q7Q%Egz&G4G?0v>J>(I29XE$B08 z;m)W%H40O>iYz)2_qr%KA+vTl9WYzgpGbzihzbM+Hzqq_s2J5;0d z=GBIl_2WIqX0B;vIYyKQW|a9>3P^9t;G==Wfn{7(o=Zes(Mj!;UjN5*1-oXAeLHNn z&jK33l4M{7$=s}NI{;)@*Fxe@eNL+nVKHX{%5{jrTrd2+wMvtY^$d@Fn}T$XX=Td? zzi}RyW4VQNNDjUm5CVB~LO1ix@S$%TCz8xEY~vX#t`` z5%bms{j!HFBS-^?E)k)$6+m=>YJq`~C$;@Uwk*7=3W6E;-p8k|f(=1m3!Or-{sLX2_ zL$A{p_y#uH7#kme3;n2fsKGG0n^7h~Ix_z0Bnf;e&}S10y$=iulKN-YRp&C$kKp#$ zK4>B%g+ z_7Nq*P60nZ1ex=O9k4Z7z}6l)HAg~fq`=fHsDqZjl*&nQfq6d!^$%i(&o@&>#B4p zx_y;aPb8`D9AttCg|Ih2bkP~iV@ZLO`_}yqVa+I7NDddDq#ik5y1Nx(25$@H3T)3i zSZ+r_Z}_Hkt>|1dHfMURnYQqxp5F<-+2aI~%o)|jh28@ojzL4&2rpJXFM02oE3^cH^Bsbm9cqgc~O+lh@!_OX$3Y*UZ%FL$T=_QYT2JKHc0&VhF>n7SyD;s z_NA>PvxH&uJ08HFJ;{P4yCFKfRIq5os?II-f&G}%#K8VcRqnxKt8sJ|S$OVuG*BoS z4JQbnD`#l5a47v*$!`kpA^~D7n7}9NFp+7QF=7`(4vH6|5_O~s_<@6k6pZMTyri7< z46rQDkNY#u4}kmYs#5!}^InK3z&U+8r6PS?33+Xdey&~Ep%SEVoqn(v_C_;GlZ6|4 zo;=$|*pbk8rUXaRoyFaqm*n~)pFKV@R|C)PfWC) zR%Le(jYAP{maP6nW8H+hYq@|d;0$&pF6Ep8WS$>uW8T{Z$&XM3Liq0s?cCs_>j@&{ z6Gl%O1gyW$JX#Xd=o1S{Lj+%i8Z0p(_>TF9S8Q`P*M;ID-_SQnNn)4CBHL(he7_=R zl{RW>#jo9Zn{x_Zf%xb$ZSaatak`G)M#pF7(;?*dMHghrC}TF1_#uyJz}q3=ozm(A zNGCfG2(i%>$hTeX7_%VOqj9)I7tn25>@UQ^rHI4aB1I*J|+c|%{+;2MY8&CRcM=~;Bm?iu1yZz`lt4)1!kj_As%Fho!?JdStgiaNW7A0o( ze%7D&#ZzPvmmbYpW!h{-E)gn?)xO7RqlSc!!0M(N6U0}Vf*@}>{WhunMC*DGDBvN0t=v)tuG(H|dWptOKPue@8;rGjR~Ac3C( zcNCQ1j(#tfK7H$V@2WaGuYsHsp|Q!b_EyZh$#-o3(&u^8#|?!QJ}nmeWAIV=U5V@6 z&D*_C+<|HW<+JQ~sCs2=z~aBjc0D|1$X z(Ov4_qloU-Ja$80z&cXi1CNp51^+3#T>9H5VmbK!s|)$&p>+QH(R}tH)nEE33gAy(5Id$C5K7Alq)2T75cgw8XlV0!iow;@Qv` zj9N?D#yyDp)nhlNx7s>U^IB>o2SZJr{S69%bq6g4o5^0qQGjuKg}cfHL9F#hmaz&r zvt-RC8VisV;A$X~;aK~^4YVdMsqLU?vf5%lpz2{yjB7A2j)W3P0tG-EdbO76R3?%cd%`=VK zt=!=wTD0@dei$f+etzMKU>TSHbDnM^LpwWS(*rf68`T- zK(GYg2g{Mw#$x8I2&CzX#f00QjXYqIoDhD#l;e8a2$AV^B|N8G9sx4`fSbSP6*nvj zhgzPA>R$FkX~MUd=)Srm%D3;%XsJwV5&*n-F7RcVpyauiv>*4r9s=4J$$7#Wi8>M-8MFW4uaAE33GB+1ht=0yK6kKy>v343OFSXnunD zyMrF8g4P=eRba}9>xOa#e`t&H$jmG6A%ucp%gjM&?D#o=x$vt_eNx2`|BV6c(=d2o zOwfyhX_a^ea}YL#vBMW4+J?yNd(wJ6rsf!U*?ry~tC-Z7os6|VBh&uztJQEuizUgN zk=;hOWqxcNy{p1v(;pm1*2u(c=}#|3x+FF-Ogs@yrz8h8s4gCsSK}1+I~sFqziv>{ zl06l&PHQXadQX9X#P?6$ZD+u5@z4WbEXz|!4A4FMpgqd@#+=_KWUm@SC2?V59iQx< zh;Lezgw0_BED>A9w==!Q{jWQZVikdrLaXV;+%NJ-ob3naFT%3YWjZe$xy-&eO*msa zh4(GYo=N_Do#nTY(K#FPKzXyFso8nY$L zF?29fasTSArO?$Kh(0j_@cl_wW?3R5Fr@L9Ohg*R+$T09Nt6OH?~{aTAJlv=Bt+-b zgRm)Fb%u}%h{=f;yB~E?dPRuznvV?7{YmaTd5iJxM<0xT0Kq#8I6X^F<4QH2^G8mQ z6#~IcbZpo@2zz@Jj#;ztS>mj!?IXTf5j;|tInC&xRsq-jwsBHbX}tko>iN25vtp_g z5?rIAQh(cK`+7iqhgOfAGlyrJR^nAZ( z7?X95!`&}G)%jw}C-Z?mAjYL6v&%-;A7lAN7CA>l@LOzLUoVTGSAV8JcSKXf^7T7Y z@y{c6aRB^?+++jO&A&-OosSBJ8cEa7R1}qV^#T^rcI!liF2g0r2hsF7$XK5XDC ztBBY>wj^fR7`PoqcUjlm@?bh^xguAT3r}fn8_&t+ZcB;lD+A^s;npZ#7MF^u9hU`C zHxMzKG+;+~L@k31=sQ??!#(UJ8B*1JPV2p;DY%may=V%bC_tgSp}jFhvP8xpzX#!8 zKkR+Z(GM1>$Zy0^f|n&fQ-B|des?zp>T%~akANB-S8tPTOu*Ltd}cZ&k)r^&d!-J_ljOz`f_Hd*cWHl0ELSVGa<;f4>tFyfVw4fMA?t%eDCLU1rlS> zoQxNH5H>LX3t+=24PKNv^P%a`@KfX+&8 z2hMO?NP6-tc(?bpzY>rRsS4fQ(=Mo#9cP|JuUi<$tiGKYjl0yaTns| z3Vt~G+->8{lyq9{6xsQ2WjRxu}HZ$49~0_@fgcq1-EZaXf#vt?bM~NV}BTgqpOfiPWe0m$`^?q zPKSUw&rt1uw$qxH$T~;%xCpR#AV@~AIfJX9P@IY`(omc!yk}rEO7!5Q#6Lb&x5xb&$%J;+IGu z?>;pd zUx1sx_aP01DciCIs~RlDn>vmbn(&QG>DWOd+D?d9k+vZA}G2F zfzl#7Bbc8=eFrOHgve|OQ)5#%4gzF_QVJvnKAV$*l%$-0v9F&wZ|Si4>*(dg5Rt`{ zPQckn4E>jz1ih}_;~O0PMf(VW%(HR(P{aDA$QJ)lt$urIIPbAvD)OF4-E;bIp_IbK z@S;^B^!%rP-uvS%&Fu+;`NvPlr`Iu5l=#bMZ6e~&RR{o=TCZGBCy|m|bI{YDa5Ipo z#Bnz1GoQEKw-raRW_o@xk~%7_9tt%Nsu=mD^C^pGl49gb9JZj_I4m5%q`spKj%%hX zX@9z)Tds1oL?axy8UQp`o?oJ4R*hK2e&^VRN%#^odeqhr_9qZ)KYq;lE_Te3HS|2u zuIuKfkrq$CKa%M&_-dWwNydQAx>9&8W|uO zW3+>1*~q1137|$I133$W-R6OUIiu#O!$>(luh@%y=Xh zNn*8=8B)Cob-Z(5$Pvwr=L&UG2JnuvLbE6afOq)Nl2!PF(3F*fjf0|cPqFQG3Hmbe z>yg~GL%FeiPMM0~G`6SQdCdN=?%mgWV&?p5grXe5Ir0t~n?iqs zJ*M|oAMU8k<&4@t+T%I7J-VkaqZkjOK|m($MI3JM}Vp->Ss5 zOY?u6a0;EYbru5UM~EEEH###X=6~R-fu_up8H)rW^Q2FT5JV#+mdvOZMlsYlsc;p) z2ui=`8i<0(lwV#K&5d7Nd82A`VJ5Lv4_zL&ee6@aa;nc%(eK}wHz!x;%~Yk1zPVLT zOaDl=8O*pU?s=E<{CW0%+<@W)67FxN--L^8t)F^C!E4x*Wpbn@UL4^44s% zmFao7b1qN{PadeHdBEH_d+B8WG6x=;Va|v%yk2#>-`qd#nqpAa&_mC%uQDxEnqLEC zHyUO2(U6`HkI_r-_&iuxU|UXWlU^7<3L=SU-*Do^zGF|S z^egt2T=jEA0*_6Qk5zR)7wk|Yiy3Z21py% zZbSDi78Rn9?xGV>Tn*zj_LB{POH;T;Fev567 zv8w>GeW7!H2PHS0`L~rDrl`ox5Gimw5GkoKSu#+7%bSOIF<|L??Sagtvdjupk)JEHqyYp)4axO0c>m?5$MkXpf2F{30d1hE84()6pz zDLcLCTU43K=WQNcbTv&&_%tqy3c$kYs5JLv93K4oCZe0xK@iivjvbPR@T<)>cM5tw zN?zDg;3ioslUhkO>seg4+)l!Jh)-N}pG+R8yR!L!CCj7BEr-R<nc~DZ?ey)7olIy^j7Je^BO!3l8X{Z>{i_~2gobg zu~V-GN_j9>mJ76^rg);t9LOM%lK5}e6DFY0tkcg?<_l^UzBZvESaR<^j=+F=KwwHl z9+?1-CEzqm(b$~K7#>qB4D~#%ZJ551rCoE^a<$Ki3(8>aa`Tv>V{F9DpY}kX*!E!g z^^1yD)Ph5!v?yuAL$cwEq(p~rDimk?tX($*6jtN=nyzau?9fU!+3}0+#}!PeWJ;^o zp2n5W8e697=zrm0(hvp$+rpOQsyPL*emzjipfjbTZAa*Be4<<#0I$;6)Vm4*c%p$Z zCf9PtOz*4W1g^^#k1~O6QM}%K*35)4H_GQLeezvAZhHM)Ta#LtANQc+2{uoGFpbrn7g|3LcWSG;QL?x9{4lW_U_z9co^B#d@~(>A&r-HvRJcVQi@^kl*ww zO(Y)OvwBpN^n+CB5n;Mz+stm?1CbOm8MY)c>BGsST*)6OZZH)yC49UoR016^G}=?X zuz$BwBW0`;*4H5Bus?#g!t*hF9tX+?;o26y0{UulmNP#dKVK1+ep%6^5vu>jV*9nb zrmIaj8NH9rYg7-Z?^E4AwY!@yqFk~sxSmi?@0M=(@5unzo}b#G`H=;fpUVD!jJlGH@#Gs)f z%Xs(ICBFTF@;dJ*P>G9#HCwbxfab~H5xz_5Uzx){Ai3z1HM8RlmWha-`X2z&cp=ER zJH!O8xkTo?s=EqK5SIFfWz@AUZy!R(0k0E}XqNaC0TeXAN!qgM&`8Or(`3%A4mI_+ zt1etiw&~6M9F8VxX*i(|BWX)TX1jx89m?<{M~$C_kzPzUam5d_Hgg=0XZ8wpzj{H6 zKG|Sd=qK?uPg>F$UY^GsF?x_0jx&fOXFa45`UQRJ&S zVKT4*MU?Tt_9V9T*4$2)$2Nnet7F{LpoSoF`#?6LGM^*0mkFfw9-5M!_S;3vuF>9j zZ4U1&ko{Qv@d?UIzwwr^mEct&wdN!Ur+2cj$&Ja_E7aI_3VMh!4)EBd=mtQ$+WbcxJ9R-xF`=M< z_QB$})W~0#pyF)H0d5Pj_+SbpG3Dml@_O|`3&{3%LruSNcJ3$Qw~g~@tz`dm7Vo!15ve1xgRGo zG`#48l`#`PFx9LmHoGeAH3Ql$S3DjSd#hJDb)HG+iwNCZ5+%l(uzY`316N;YTp{ zHsTDz4(lxU&sAi^YgR{;6H*(?aIrTaH%LnoE}RiPg3AruWb1ju))}9-y5(A|Mts=3 z*zIYxzaTVJ4eZuV*r9xC&4OM45*+VI;*^n*q(KktQ$#U5GzP}V-9}AZn6=Umw5))Z zQac2u_EQcM{)#9E9RrhJbkpWFTDV*!?dBPG zJkw*UB}Xl6rMWxFW=iFjp_pMv><@YJ3t><$6#aoojrkbR(@K^>4{+l9$ihoCq5Odt zMnXddAgB}!UhJi9Cn{d^;HXiYPqc6!PscPe2cDKP;V^^h+BZNN_aB@F6a+N{lGjfq zz`LdiMuZ7(bb)AKEyWLTbwbMb4S)&t?+Ru>NFW{<$xB52Sv_J6Io~#Czh1+39Oy2I zU3P8igR5wOi{;_O@2kgEpCu<1=6iA)vG9iAXA3y{E4Q;eFl$Sb<_i%3@92?$VzCmT zn-i$KiEoK<^zJhAh$dFYo!;|G2Q64u4C5Ou%2;Gw@s@+Ge{EQDg5g>Z2K;+q_ZGt( z5&oC4=a2h7F?bhcKlWzeF9-rLB40iatC=V|;W)xD!PTQtKO3Vt$sx<|dQMxt^_jId zgLp#O6vGtbT~;z)N}~xc(E2V^O@H+4pt*YY+xen+a)2c-JFo6r(RlGswdgRqHtoPx zL)I=YW!vJtdh(tN_YIc0I83*d?;koCv({emzczAvNh6IGmJGj>i&m9MXZ}nkAr3?U zn=$07Jh2~+3dC~+I;SbUGFufOf6q%Rd@YE;6Z9B)Dn*gz9>n3f&f|6#j_&hI#}^@8ujD89yO{c&?HRGdi$8LQN_ z^XJQIecE~*80YO1Nmky>QNI|2+`#k-dy@pNkyX|I`MajO3lB!-b_^ipqziso?X|ud zjZHE4Kk7$WtHOQ<85C8wo>28u1+|x6<>W3I<_vx*iZp}vUT}Lf0s!iIDB!-YQ><%= zYWR|_6*n9uT)-|s1mUZ>8);a3hL))a#`cR_X$pZBbA}n4fuGyz|*F9nNDx zjl7=A`^EiNkJ2wI`6uSGWCt#9h$u=B4J$=4X|jq6!kl07sc%Cw8k;hmRsS(G^EY3& zzluNHSBZ#&SAm4kkx;Pj;_WwsW|Qd<=XsvwkK}fB@cQBbbYp*fppiF6^jcI{3CzD= z0Q89i7W81hu?q6l4(rF`&LAmF00GlTI}X59jR4EBm*3f0QIPMx$v^^+MYDJ8 zC)}j!mDUA=d*vB%lq4O;+wnW{W_+@qdJvHGTr^s;>r}HUCq-MJ-jqB5K-!!iYenrx zx+a^8K*nR*XI}X20KZg?wweRqO3i{kdv?RL^?BoY@kAX?vX;X~shpmF$_Mtw zWGCgi<KhUa}Os5;tTXPp*mCMX{_Ra7xH08kb~aHMbUHq-K)=J zm@)N&13eEK78In{M%&oCUSspL{8ZflB12MK=4pzpY10Sm-B_L8@UYvRVk)VC57}-! zffQWsyx(U#J}K)G=s8*p$P3eAGy|35&k6DhZa34*>3T&D%CaOv&r1QK+k%fh!u9!l zx_9!6kDi&9qDp|;3==R&ZnmSed7?`1EWr9}`9|pu!r}Pu>Ng3L z>5ybQN-!`lC_t341WgXua30H3^D+xvj zjz_0*bb6mxTR&E&nIWrz+4(mO4tM?S`k+beo!oZYX# zu2igwT^Eswdl{vr%^Ow5AfWLSRe@~FQlpK|R^$uqSHbvN0*+A+nYyH-i28z&rp%bH z2&^xDTGeP23x1%V2Ab$ax5BpLViR(bCXZBj)tN*3$~LePI=|)4W5C2h^fo7ZVb@A4 ze7XRC31lbQ5i&sPcqSl#(&(o7MQttJZO%kVjiN#83UB|9#rh?deS4uW6tQmcu~@*6#J`!oEQBEM$(t@*~I$Nhs6SJ|{F@~n?)6z!xRsQ(~n+siYwWwVx4nqE}@ zVB!9@woxTtNOMt`3kZdd#OtTUOhDt+f9lDe-e!dM_bP8Eh};)9cy;JTx!`5plv{p{ z{A9V}$;CF@>KDKckG;uR@i1fdPy6CVIx@!76Q(%BeopwC)tU9%*x}Q$uV}+WPV-D8 z-hd!kwIn%cKMcPL{)!-JnNbI0x1eAa$x9#u#A53pY{DW*Bv`wPzmjwkpoo)9vft)S zxiOoQ0LCwuOPw6>_H|_%lar9)yS4`|UTvRE(z+dqj8*!6BaXQV?`bmVD-0}xfoA?(lZN91H-s zDVq5(<*T4mEkM3g1i>Nv{67XGCy6l4LihR=|7!iX|H*mDtRyoiv#>|Pc~9K8i4^MRS`)(jTW-G^$^`G~h-3vop*vsjWZF~82ItiApV1Ff0>Q}h$ZE%h z2#HOfkDp!TE6k->m7-{^vwf+IDS-NoG1S9^TU}p<)G7zss#zRA*n^HRlt}8i&!zss z-bq*k*>FVJ35@ykNe-`5$@o+Mh+=(aK zPO4oa4ie!iU#FzVP6c^&F_~<%sLhYkzC>69m`tuC;*~{!WVSldwL0^bYnl6@MxS|O zGEHaS)J9NanWzBKvFiSpey$dV89?R2E0z6$Z|YNJ0fWw-KJ1pATc+KW6GZBeuea%T zMhGz61;fYTQw#nS&Q)^bK4J?=LDPnI#G?UAOVQGudk)*xsS)Z)gQ4&a<0Ig?3QB)4!gz-S#R;f^5$1O;6 z`*t4SQD;*~}u`@f8;PpS04R9&4BT z3({>>{}(aMZ=+dM<@eCNK-^>NT)Io_6vi&f$28#*kp^C}gv={N8)^DmGxL3a;Oram zB}*GlyA>Hnnm)cY!uSd( zGgw^ubiMWy^o8J^=oKh%BA2>DQs(sI zl2?6anV9rbrB|;xyEyAeJ`N)^AKtvSTqmU)rErOi2roFG;sz;JP`X5(d?6{7ucOu* z6vXgV5ExckmX>R0MKh&ocz|t9leC^7E@K~-e2Ou?o{A~KZ4Mb>I$ZFFek!2|0s29f zOMsHHQpT2Tc>R#$_6-fY*l`ls?TueU4+G63FU?r53Ar%=JsM;Tpiea^#a99|v0RR5 zHzW$?BLcaOqd`E@CszhFsnY;tYBC^TBx<=Va?MpBauK(i;t&u6$)!N5$`)<}{ld8# zUx(gcg*GjTYhFxCbn?v79~0Rx30Q}$;M(<%Z}=*@r7GaRc(UDmox;B)BsFFa)l9i* z`&KI^ZxfYx9(8Y%{PV6a0FmJ9ftpKSM$UMECyoBYJ=&-%_WUq@TyCt1Y_9M4*&gGf z)?IXa|C1EY40((4Q@qtEGArlJA$|qH$D_ z&l~v4Uz~G{=>8~)+nJ?O<276c?ThVIPwP^~9$IJR!Ind5KqmdeN>U6o$4`J(nt$bM zAv_x_;scy0sDAUsQXlBysqf6E^1cYgVt6zZ<-_r_q9*Oy*5AcKaxlZ{oG~Y%Hv0WD zTR>c4GghldBS~UMtRCGVq-;3kQqaof)3ibDwsv#w#T)Wn^dd_7Bw|orI5_~5Iu&gI zV_r_(4LiOo>*4RQ{4gU80yiIGZp@Ep4Jx95FpC!`PoD)|D}f&Y=#WGrVvhyX8%?5YA=eK1mpx?C88Xxm=~^ z)e#r+8jGXGxzq>5`hT&}6bZ?Jzk*fbU3$SeIFJCaFqR^%;G3j*_nk68GPlFh3lk(o z48n%=mpNHJW_H(=wKu*H4qr3{RtN(~p|aA3=#R7(jDw$u=)xBP^c*W4k;$rIaq{U_vri@*&TBL5 z${7O{?o##QDd)XLG%lNzhou~QoT zQxpdX2j*Y$g{-1Olg+xrV*t!GVZ?kdIFW&8C(C5=)E8maz1ze8HEVP$bx-8?fN=^K zsmos4grm;GKLJ)QdhO~W2brO(r2x&v-hAgx;YHZ8UF6#kClN40J#{Dj&+&BGZnmV3 z%D*Az`)@h+5m+4PSODYmN4Ixr`<1b#xjmZVbX+UBOnFKzx;e>YT~>1EQvH(m&!wW( zWZaa-GRrR{$u*V^Iz*L=ZRg~-{oFVH%6fz5l@wm}4h!JCliR-sMyr>f{}dcv*=bV$ zv17Nd&uutgWFK0Mvxy&ya33h2)~MKYvBv-~Mjg*Er+3`khY8L}LXLhcbac)q-~MPO zs7%@87H3Nme1T>ycD|yp5fjoe!l_86o`<{UzmBH1UF{6{^~u?TP!nU2n%@yBLJc;D zM+I*~lfm?dRzZ^;wxtL>Vx(4tGDr#hSjrz4mtcyU$kX$Q@kUS+26uNAG&$T)c%N>H zrI*J$Z66i&+~&8N=5AvkSQ0p5gl@A<47>u>VYO?!nt{kgI@&!-^N5VYJL1@{D{RDI6 zOHS251bLyK5Qw{IdbZzu*nHnuP`&4&_)HmqWY$rvSD^dT0gh+BJ-<**^hl^audW&& zcC6d7FV+v>Ob+?(ONWYFJsN;DU>|DG(7c`$UyblloTmv2F%$fv7;I3jD2bA+c3JcX z*SHMXmC(c+4AkJ2#%wd|o+bkfMhxawFsbN9vN2)DahJ!Y!O6K8@yT?Dk;kq-Vb`~9 zUPm9g$Rz7_$s&a69E2nQwuO$IoTl`=gG=? ze8rqS_Ox~wpB=~zX<71_BV$aL&^28T4IRVbLgh08G^sBCYsD^1M#(fH_*sblb`+s= zgKO4T9>22R9eG5q((a-Hiby(v+b(GW12`-F-&q!L23+$bW-sj*wq!FHCfWF`_2Obi$O1( z8DDOQv5*)LTeu4?KM?o{9Gd;CwVNK8E1e|b_N!9}%aS0<8wLpv>5H1>EOfK?KG!Nx z+PV&-u;Ehqkt$2AoZH3EUh3&&6P%C18`8S)HF&qdzaimGO7AUSFclq^L0C<|i1M5$Y9s)`XM;*u^LogOjn5AGorUoK>>_-! zRyH}eOz#qqrKfq6CEdx>rupUgxoJ+}Kx;hZgHe~+PM?F6^QVy{Ulx^~gaHRLUSgzN zu2;5E+@FXIOa5H9paC4-*rw|sRKZ0LB>b7Dh|(5g3l_-)Bo2~c@rAB%o{x^TF2AB* zyo#A!@@CFZ9N9xDtzm4Ul%fX%`Ye);^i=2-5+*-?YAhdhUjAU*mp8~~gYixhzQTuX zq-_nik5syl*5d=Tqk<_kTgV??@Q&y{xxW!7oLn`6+VX@cfAUK4hc>+OxE-6JdMz2Q zY7)#}v@NK!9S6&W=)E&ILGhVsZ~lIt3YIjuZ`)pIOyxOF0L{Xf%3zVwfd zwX)%1eww)1=UvA(Hv#jD+{Py{eFrr3h$b5V89yS1R9gcQr^hO+!BGju_&pa+&-59g`in`68ii3f!I18Umz;Tv@+eNO>7DEDYaH*I|iP?uOt zCag{A(EulfDJ|xh4c4$8y%YE#Ql!=60H2U5;N)~^VZ44N_MOlLtN^|U>dD>q3k!`HV`og;zxbQ zngvBayqnU0TlTYpd$X4t3~mq&p?0OX(JnhC>Mw(jg7f-61U^ zAl+Tk(%p48@BiL0?k7JvI2@j5ueIiy^S9rMF8_5XlC!ic6e0Oo_OqK-?l}6S&vJdE z^)bxiA=zMZwcXt=QVFJ%cCg66Q>1F8Qk5f^^#7D#60x7$>+tZ{Xi0vL2`C*1B~s0( zf>{aveuaTEme|o1l{5(BJFGx~J3l(?%=;GGvD(+xyw7qtct7ErQEUax0TD)%5zSrw zU1^llLaD!V#({OUXXtaM($7@g|J?k=Q;38AMf;6FHow=?I89z^N?+pj=`en-(b?se z-ffS5DL=_OmRWg(;*H*sc`RI&R_D%)1PWs%0ig48>8j@|(mzFP#U@l^E8Gs3u3b$X zcaut}$1RY1O{qX=Vo((xRW~~#k9zmsE5LgqPn{DOJ2QKKh|X^b9QedGk!{Ba4xcXa zXAMq5Aln`erU86@xwHf>WGxP9(=(rbZRDiH4>gO*`wC7^VDDFke591AP-apR*2~l< zj%_@arbKMObvyRLONT~|?#STaj?fj>mDywq>DXaVMQWlymF5Vb*iHFWqygay*MF@i zs^SVsirX0#ENq3}4=i-N*wfXPx7XY5sXnP0M#0*;Ag&w2L9UR>x|W*YznN&Pk*lr{ zt<@o^y#5SiT8Zssi>}tow~kFI3-yqUZXs%=(R#xIe$Ayf#GoG-{kZmy9|BZbi44hz z4q^|jA7&DX2TP zoVcK%(J+hT0*gNqa-Z1Y=S^f^bIhOF#9Z``RdGlRmn)Gr6hH zTUMa-`p#x^gOjc8-4V}m*Cpc0rD`{SAV0-_-rK$8wb$>WKh2rMQ8ZO^HluePoLY^` z*qE8sd|C|en*8RBhhzUBIZEPD#q zKjkrD)Y=32N}O{nQXg`LzQ3}S1aj;Tf{)!_U#-btV37;AtUTk3I1|}xoH`3Wp5sz| zUxDef#K0JSd1rYn-3}QVMww_GupUdVfwAVDvf^sN!-FSImW~I5_%jF<4vRO|eSaX> z&hW=HofOAMbE1M*azk*x48|F$n&V!uGaMnrdGfC2+=Er4*;0!KYy<_tPlc4;nqSIh zGgw3`{uy5nsau-h&A*(n8VhCaC^Xs0z1f;^sw^WI{lR{N>~Y~*F57lqla&b!#IUc3 zO)UzH!d`pW9(2h5?2%4)+nZ7CYFXi*u(T5$SqA!92|~_O+Weh09X?l~xm^~DMi*7* z+jvkgbWzZjccgw=myhjHAh?Sr2AJEgPf0*9WB*dYZ7E2&2W;SD2_A_WIR~YMUO7ra zum@TkfrZYIQah)ZTsxiw`VsS^m}tMIo?XJv#l)7NLqzKx)n>0l`X!}?Ft>9y$F~Bo z-nhOcF}&La=V5dPD*i98nes}?V}2=3e@jo;*Nax6?gLLP@O56Ba);LOoc$Y>kZP!; z=+^x%RkJKS9T8iW{N21$OEk zbAAiC;1vB&cT1b5Qm-;t|AS1=LYp<>*TkRvm-cO%c2$L-EO_d#pVz)b0>N8v=Yz(r z8ydDC#}*yn^6zgi+9e&{;Mv=yflh%!)oH%kO+nF3^Y%%U zJTI}DN0*VLr!V=(jU=R<18yz(?LTXhk#BV6c^5yNnEFs1;7I&#T^DzJE^L#e^p$rV zTf`U<76hmS2IJDwCXss4pOmJ8fvb{VNaIMv!Q9U8(c;CXnaia+aOhBHM(e2o!={K#hj=LA9K#3xh<5#h&b*ySLv+Rg1^^~c@)+^bWgkfKxC zAYOCX=5O6Bjy7&vq+LP}FOM^P-Y&H3Q|y~75nRUO`J9B}tvI0j4x6WB(;UR^lh_S& zdxySnnp_|HJ~#(Qew1iz_lFUIY#D+=Vb&a3TRR1$rn#?m#}C%G-=}mbRn%WeA=!6P zY>&7SDho=5*_1nY^Br=mpJ>y!aLPQ}%4Cc@_9&ws8kLb>8Aa_P{o#@qg-mS_w@FNr z3@90zdp2aK-(R7~P1nZw*R8}U3-=;MhS_~EL6-aA{I1F$4OQ$aT7i$w16RckYzT!WC;gv_r@C3;t+x9+(n5>6g4fWn6Y~-*{b10%6ypD`(N7hg6By;+UIiY z%ZEK_P-8aWit208)FiAhET8e8;bu>9+;n)$aD+uO`T=+N&ND=LU}f|HXDq^om&Af3S=%M%EeBtz)MJqjMu) zbCtO_!kwRq|2i$T8=N{Lwb}KdfVbOK7R4ZGukRX|;$@u{SVy-ZR^4*!4vg2Hlt&6~ ztZ-gm3HaxFD35oX5$%^t6;(<&O6-!MdsB+`6IksH#Z)tTMf91N7%>{=G{Y>?nDb=F ziH5IoG`|W&vDN?h=J(nwe@;8I@pR)aYg;T>qRTqorkk$JkpM5Si#nX)f@`*Z#h@KS z-%EET0W>yDb%7rz<@6MOU3-&SMoQZUqxLomNEZi-Z{{#@+dy`n(|kbos(jSp3%L~< zgL=orLLua3ck2eq8pfPant>ak#aaY$t5nTtot>#@IkrpN#})B*ck!ARTOZ-12xZ5J z;188DD2G^mDTaFU2X<#1R}H)Z<6pdF8crT~?jU@T8{f1@J(PGa*<`zl>X656K!z}B zm`T61>dWDr_^A7L%S!F5i=Gd6a!V!M+bSZbMV*+T2#6)9@nS6Lc`n5)i;x<&lFzSMsn_x-Zqi+FY9>RKFx77d2V(2>VFd!|19>&yC8qsp_Bu8Q$6dby;PLXdIS^#sGmnw6dxR zm|frbOpC*J#&JAhb?}mAW!2Cusk4B}3(QBc)8I8JLJx5#ztg7J@h&N=4|7MA5Lf!( z(dh8QeOlkf@XM`#+0;wfCTIit86LF;9z1eP63^fj76Y!0-M`t>+f~HmPlxI`9{L`6 zG%3G=SNhMV66Pc7RwmjP*L^pW12D+Aa!riz4;L^bp>34aqrpnK6Whzmuh)2A9Dm&$ z!R^m)uOP_|?UUMU6Yk&wa;J{lk$-qd!7Sf9JnyaV$)D4FAFhGL0}QpeMcJaz7%Lz< zf>q-@#ZUZKSWL;Ey`I%BA35}J`e``R4TfDN8s88F-yH@K8LA`*GnzJdfW`!1Dd9L$ zWnaKYAmJ0kC4H|&gE7@2*J^-M0%CmC!MbpxMSn3bpJw2CQkRXnl)Vkk03gPs*vB4W zfW-5L!(`GLp(OfLa4CAB1zMU3m-mL6y`5+tvqgh}GUc?n3TWgO*l3YF%1AJQ~QS{(YHazbW9da3($(qCLb6XAhu zqv6Gd@vfv9#4dQiw#Ch9D@MbwHx=XSn6eeS;$K@Mi+R-5J z0yqxTh?!X(JvKw5%=yw3Z{>DExYR6l^EjZjySRciut-o4_?I1 z3!5M8{ICi~sRN?*2B{b9p^8a=o1JWdt)wlPWU{n0nPes*PR_EiY#3xdN2D*d#|wG~ zFbBk-VzxQYN-qHJh5vkwt^R}QY-h6n5#s~;KJ_1JLkoI29g^6c8iR_sCi25^Pp}5I z6LOw4m;OM+1rD40BtFM%hC5YC><1Ij0N$`$jpeSh-BgU?msfeN-%`*$6V8K>jR;s_ z3r@>fg~q+aLc>Rr#57d^04A-uKUq-#2zQa`aWyKgV2$_@DA(q=iFnvu)+xPUyPS)o z!z{{h+_aoo5k1HvY^1qtH%((K3L%j_PGUDn%hs{= zzBG~OD6wxzza6m}xR9$3}Ty!Qz-9VTH^wtsMzHNZnQR-A74_;%~*P@$=+V<-%qGG9>lEI zLAKeht#PphEXQ(iM}S*un93WEG5Lw=5W>oX<{nvQj%!-2Uhww8+2?Fj<`x#4sHkga zr?DrGB}kpeSWZ}=rF=TAvB1$gaUU;-sCXO*uNRhdCVvE9M(s+K1NcN~HYf01`r?e? z8YnP$?=m64Z6JgdYJk_Y5y?iwBTN)K+LsN-;}H=@{g|fQ5@X6wnuR@< zj3}*Zy7SDQm&3i=Vld_0$2zOa++L&OdIpj}rLFxl!4)i!~!0{s) zqkr#=Fi71dbCg^v1!ZmeN7=X@t6=(XpmNnYIxQqFa!l#{y#X^-SCh;b(L8r55|@>!-o^cYq^-K% zrFmd_`g@#X#rWBB8&5GXrH>B!%H`nIqcUyqV?jEV9av5p>wrT>QM@M97f|4$3 z=bn7VdmD|XEI5ia2eMo4LrlpFwl#y^YUq?e)W-c5s0e+vj+~t`BW->hr~({e>?=Dk zd!1WbK53Huz19M>hgV|4%3oV!Eo*q-sO(5y0Y6lp$9mP?Qlae{)*3P>|oZI z?#{AvB3H~$HP1MrQ_Mv~d-{8UDhKe0f*ea~eL+k|5JenX;{VoYKPa_1 zdD;BY8}u6N5x)7^RJ3Z|T|CQD9MlzT8ZqwRm73TkQq9>R?%d@*ZZHlDTN?}5vI&-Lg3qV1+f2->mO+$1U; zL*mx3Fa1!s-XaMez>i+!pp{XCtN{F?cbvTnC%RpI*&u0<;;#YBg|cK4yP#3UC#;|_ zefKpn_4ezArNU84a&Nk!ipwxTK|7LU>N3n2G5Tf|J!1`>%PSsQFdsT2WDH8nh>|$| zl(j8$1}Ds1iQ`(g6e@oZqg|!6J_18GDsXn`?2%FKypEZ&3Y`Seb$g^>2zT`P)4pz( z)2c3WM0nNXnKfW%0Nu0@=%##CG5)?egdJ|=2)yvO0&kb)iS(HcUKNDkQ4y8$*aQMm z6(o-MhA}IYp8TJtAJ+{yBt_RgBJk-Q_vh+*EpTCRY#nPeLYE6vfhd^8Gh3xt2vl}cDC<9h z>L^&?&kZx^mL{xLg)fYmw8h3~l`~%NlF1nkyl#-o?)AzG1=T0z-^o%DBx^J+@WeCa zP7NII9bY^n>4Ea*!DV>UnH0kWxKDp(d#euWbF z(4Td#Gyj(t7W?V$`GDrPN0EK`CXN_6w3-`jp!i5(obm`!Vgmh7 zyrJz}qYDmq4sA>gLro_Jj_=j2AvT-Rm2tp%o7pS>RNF^id<-zkCxpkD(vZf{rXh79 zBeIG9G+`G-_4f8+)waFNJxYjTs7j`%F(H!_vOS?vC1A=jmAIyvGs(cx-6AXuLK)XeS({omqc*l+4A;+&!5 z*3sIk>Rp$VVdTTblc)OX;oMC|g0vT@`()bf23Dq0YkS+LhhH~TaVmVXToM|Siv7C= zAcBB3wNCU5C~#fA!mMu&ewdVvi~9s~Ny@UkP_o<_8r=2%(j@nb_C1veBNmPKu53fi z22IRO@03u~ryL|!d4`>ZS$h(CQpd0Evf|5G74{$bLN|Y4F7b8SfXJDwsEMLEV_Q5@ zErGJV4Ot4v{=kfh1G$aI4uF|yJSQ4I8E_y23L&x0iNovL1(_^v3yxm|kALGS-J{?B z;>^Rw;aWBLRPMtk?!CEDIJ~lkiiu<;*q=1Lme~?PM z6XZ0G7-*Qk7|s3d2;3;li9Asdq%t=CkeUPU4#|H4_&qLy|HBt zdTgVhi%W`!2;l~Nt3?ZGsgHOrE5HT}SntnYiom=n)loRTfkd8%4YKr9JUfD}k@J$$ zG_l|x>1K2V#03QvMT&B%{Ly-kHbZc5oeyDpX(9rK1($uLbhP4X51AMtPfGLXGd`YS zYA&r2*a5H?fWH^F@!K;hOBoV+oPVu+Z^M9d{%fD)GpJV1c(YdaeaB!{YZ%E$tZ9Mh z9dL3{gN~S58shQZX~8pi&%Htk$6=k$F-l0@JHkRo#v8$N$b(YiQRPC;#KCUj`sWXR zdlH-ao!OZ`qHBe6rStgch50(Y4Xo5z*Q>)*RFuX0&LKP|N-J)ub78^N$eEyrWC|Yhr|Zd#a`2e?WKw$#iwMmP4qFJM zVMUT&PQn*Uk@Skx8@9YLn>&*-9mjr~%rWR|r)C!NX?I6!kim6U@yWsAHgcdKx_f8q z_opPTi_>(FeOO#Wj-khH;-bHzQ`cXSB1JNFOcamDt`2-yJC{wps~=TKW;mtr9HGUG z0Ahpi5xeMXtpZQVJj(?ex7ZO;et#}7{cQ*IDu4uL(nJhdu^Oq2_5GMz9Qr-z+0$w~ zbV76_g`y8X<`9@lSSeykA?WVvP4S3O!P}*tF0IN$bUlCPKnA+Ze7H2ws?(X`=Bwzz z(=sIsu6)MxjZRrUgg?_=r}bTs(j<)LZx z8K5`|Eh*u)5f5W!4^=geLaxg1w?rO$3mDhB!!Jju)PC%n$FQUV%8lRED6uuua~aHq z;_rTh7RhG0A160f@2#=u$pj?@qP;~%TGtvqs1t}8=%bJC1M1*YExot6(9jEm zbw(ypNtN?i6lYQi{ot|%Wg=hGKVe)47wVp7A2z#eVb7Fxl~nSVwbkzfxU16u&F%@A zy!whLcx-m-D#3C=1e0JZx?}a_YC_#lt+#rW!Ah8UL4M-n%Y}6mRUSwl90|i|gSSkM z{e1lP>17SEzv4sH1g_7d=0@}!@RNCsS{jxkOFep|p}b!cMa@T3v+CdRk|C^EPW5kLUpZVKBv^T(U(6Ouo^Ppc~QnJ1x?j}}KQRQ%KJ5>&RYo*oR-0IDICWj-@xqhHf`k-nAp zWOevYyQA`(V3XZOJn;+C3TquNaRx`e;%UPxegg};WBZ5H zAHIAF3pr8I{LOomr-}g|nGu|j126-SYsyi20TXBJDv;lv(I;bv-3W2cJFqgFB0^4& zWHt9rerzrpB-qi%)}5`UcXPXYZfm{4pGfcFb^R>P3^K5RNKIUWynx0aD%hEJybkwU z@@)RmE@T<%$lr~sbz{#Gd9B5w5Un2fvW3m0ny>p2BfCrz5-=8BL(pglaE@xi@%l?9 zR5`s3vzp~%LwdO+eHwEF3?P7AQb!?YTetC}Zr3H&WW80F2VwS0dcAGSjF;5Ygzbbm zRmi~#NG=IcyJQ#7w~wR+X@+38Q$o`ja8A!YJW18~58h&U*T1)j6_Dl%o#!809s`aB z!4l!no@rD#L_pTF(Y+h9JM}8eJxBVRZ~VY5gK*Z*f9jSi324vWipCx(C|S$SP083A zVh`jGZqU%Tcw}~i*~#uTr{Q-b;6zuUH3)}jOPG)z^1+Ok3@$@z##y`MWKV+t4xob= zg5}62e{$g1Q4-fa*YTjg`&LyLV;RtFueH@Eqf&wLRCy{hNiEi)aMbG<^d>}A%@ z=}YTo#?cPAzQ21cak}ir>Ld^~nYadF*6}N2wI<5x!qYC36O|~~iH-2enITN78%8_k zafG9`w=g=PdAL2T<)%c;yj@iU>F_#s0~y{sOUIkDw}c4{VzR(B!_2Lbfb(lEtJj56 z!3L4%!(P$ zL!KCxG!fw{OMERff}d+@hD+bEivV^s15LHX-L3lDRrX|!1pE&>CwxfO zjEfBpNtS=t9E$z=Vgp|Xah~48CT+NKwRlW7uK!#B_lZ2_yVqwnj$hv(;MVr%FLtq; z{_0De#*8!j3hw6e^UJPQSyc=2tCzNs7@H|;Sn_OBz{XwgqMNn^m|$B9&<9N}yvYJGFagT9ujT&oA3ZIIq=R0$VVM}lYfgVHlP!dk+} zZ8Z%qaQ8ugh|75LH~Vj-#`kOSHKp!{4A84wrv*)0&Q-DKTCPkg4IRMcQ+Uccu6!Yz zP_zfqAS{gC63h?3y|X76x#C9RS2KYd%STW0rL|%Hp!K_&nmaZZa0IA-Ny5wx0tsFw z;33Yf3eyE2>|J=SGp*y-U@EIB0Gf+OlPo(0yh&=I0qskPiEBl?vvKh7Xal$1humOs zU+d7C4Z_t3QliET&pfX;BYrHlhTqZb@vyImS6@v-B1&cc@s{!)y{dbftO1tJo96u{ z3vJxhfpG*dAzrIg`B$5A6ej<^#2|TzR2wv@k{@A0^)hdfXi3Bue8AI8#0v=J6E*CP z%~HNAfIOE@bt{9tz4^=Q*N*1aM)~a85`aervI+A~l~nx#pv@=Kv@I~!Pz8pxsW0wb z22Y6}D*ry?I(bq19Ukn?Jn&Q$pyB!Pw0F=b;TuaMyk`;Y2*AAdeXv{_`XAb~83=jn zoS|7lKS)H^NTf(2UpGLS44PdrA>Wo2N@v~6=_TRNn64wBP{}N03IG;fl|c}Z)kT8o zMkJ!0edV7c;g?@%K9n_kIVX>_DkJ<%P8m6^ix-*R-&`@=m`a^>XWe{cnc}x2%M+t?fTN4T3{o9G@wNVQ8;~e7al~y zG>=ZS(QLA9X%?d%ep72%wWhznR&$ILR0K^_h{>JyIQ|<8tNPJDtzx2r!|HW0{;XNh z*hoLZE50ebf=qNtPsbKMZZu1va5*6FjkyS9UP1F81xOeFWyUg+wl9Y~OGd$jy-FB*v7Xd1sWgHL=vyJVWp^C{8K zwS*m)&japaF6w-+IC;IHRlV2SyW@Flh**6(Q9^rL$mD7}cXM8R`zGL4E(?t@v;_B=I4%2JUi}ar;kJaIF?vZnM~VY z&QxMuQ)R8`#frSx6T^@aO(mxb`Pgb4QTjbtgyimTsr#nO_Gk6qsR9O1v(Z81o0%w% z>+nJ|>Yr28;OGWcb`T>@7Do!Wx){*mI6i3hsbS`d`-lj)UE4P0iWlfyCOu&d6@$KE zY5gjA)ZV!2s%<1dvKr!u^j~+LcN=`$yO*Bnzz^O8^O);|Cg7KTg zwe?3qI@7_uTeykSGjnDL^@zR|F6bH9XnW)^gCHb8)-gYT{HJgzE?LB8FT7cGd^HNA zUoM!tQT#;;*Y+DY(Ngx>A0Mg*dFHRcYp!!us!v#6A1UZIZ} z!r#At*2IMx$bt;&9IrPkae^m>G^FZJxQ_CIO*#Hy<}ii0%78K9LU47<*ajAF?eyZXw1QYRrK27s9Q=mO^5Bf+0cq zjdygRB!x@d#=AjfiU*#-CY)+F#n*sT3neL;&n|($?8aK;SZQ{qWoAN@&c|cs{g-Q> zFmY&(V)bRmm(?W6ok=8radP5c`pPOqORt<{TgN~6MsA@!d`>}H_Ei%81`LsHhYm&P zRJbZiH8Bprlkvo4?vaEGpM63?F44^Pe=kFzpAr|vDP7q@NVB+O(K4i;?U4SF+HH(! z87f8@qyCgl0lVV`TeuhEbW@y?PJylpy}=6iqC8w;bn`!ub$al07O{sClwfnn(l%G; zO(bD8O9Itt=zTin&NA$wv|T!Gr0gD<>-9pH1O;Bojul*1mCv`IKSQ%jT+Q%EAx}dY zZya~7F;_C78mE(UaE(L4g7`855*xbn!c->Uw%xp}OW*|aYM)}mm?I!KV=tnY&G^BO zIBu{WU7qF)iDWeVVM_7+cE`mH*#-`1@Fw$EHF7&k*r1=*4^mk5<_4L9tE;MGkJoH0 z?g*y2)~m)ru$(o~NNmc;(agxXajs#xSHAmmOX(CGB8RpAU>p=h9uO`LZMVVf`YsiwuH5Gn54q8qAo4NX3 zCdBP_`3dZh8Aov6Bb{&54pVhlK5{v5xWEC7OS$caFA7%uWqBWa%2q$^{ar>SNoF_c z=JFoqVyy(8A~ZUEx=O1N>MNFkG=B9ax5M&mJ&?I>R4RhYi*OAX$ugw?fOgaAjhjN|ZX4oZmI`6qQlJAua zAR=osG7UWMVuyX#2^}|4SATB&^$E$`HHdm;Rh`I7g0k#F`Tec?5h85Mz>#NH^)&KN zw2J$UBfWud4*o3`{w0=0=xMXbop;6@c#K|aqmWb9h^C$CSbf6bw_hnK4fV5jPL)S= zTdH|d;Lq7tUxnd}6v79QCy~39Bk>~Hlv;Y@nk8)VljOLL0!l((a;0#bWk1;T;38e` zjpZrSz@_~#tsZ6fs4?%iCo*7pWJ=6s^AOMf%{il$3vqfYV3;O!89j#6)8}mD%}51> z#(iDlJf97JbFi5@Gw;JKGGjYA4b#otZ%9}b`x16~lr#4JP)Gyd2a%!70Tx<-wB#*Q z7t+nGhrwf42JVBgv+LHIb^oSk&rhHH#~{i0z5OHv%vPGX%4rNZAiGT+P?lvt&+GhU zRPk5o*N~NhOqjqlJ>!!M{Z>FJtRRif>s6)gN7hq zQU zqO<9YoX+QVop6$sGR^DA!98H)2J`iBlO5H6C6a;?YBG}B<9t5drk9;e`8czu()!{&keietAA%4(!j9nJANNnGC!gB7iu$rTTK;}RP5P#I5lsdF<4`<$J-%(`-{20YRm(p ztajKCvw?Kti{lZ0;aZ(Qd_*AGH-sT_aJFW=j1i+uB1R4VHe!a znKEi|Z>XJQTo*bF{NZH(<7)U14VDpM1twP=1Txb*-s4%fFSjwt9v| zr7iI*>!K@2Q|O*tQxETQ-U1h+5$})Fo|NCt9g9viwS&oaT}9PiTXU)BiIryZtCL{Z z<|oG1%fE8_Q4ZGO4mEwS!|Jh>_g4LQk?HtFtfL0+YJDmrp=Oe3R(S_Y4y^OnLKN1% zj}oP>T?v}H?wccb=G@W8>&q{l7a0CoNdLLr`EDuQ4Jx}#13lK3)$4gbIMSXP;SWA! zwQvc@YDJnK;35-gbv6?afo#}{-HE0Qd#W6ad1^sW`_8KE{Othb%yOr;e>8J$$V z4-(p&Y`Hp3*P10$K3ZM}_xg;p6_4{#4s%)H{1^MDh2@z!nc>Z#EfgqKDYhhgUG0g> zd5)OOB-!B%-w#@e z5osUc5Nd}g(oFk&LoNSYv_Sj#!9edp#K_da>eA0=>8*M~;IpYe1r>pHEN`yh7&A|{ z<$5Q>7vm2L635Tf;^)<-4Sag*ldLvqc=h%bwsg#z)5~)IT>s6{x&JFu>UvA6Y3OZ| zAyeCC=$#q#=VFJugOy9nZ^tugs#freRV7UG(lh*BeTvOSrii6Zr|GmpMfk+Gz;BI(E=fKD3z5^&<}zSn$M%7`oTe4uX;sS0`?YNe z9VT1X)VG(wIM?%@KcsFL-Az|(dm%KJRG$uXXY$T4H*zwkVP5ee~ zdHz{BHNDB0;WcKvx@b6xRab0TbNOruFX@jf4U#k8qIkoMFmvIZSC}KG9G$l6 z_*tE{h&^P&@JRoThT)n2#rl<6eR=H^!mM3sObJ&IW5yw+n9rpoBFa#WZ&lows^+y* zBp9pHJF4DQ5P7&C%(?=}9Do7g5yKuk!Hv{1`Sb0fTWQshXO8nKv$lkAYnh}c;cuzy z+vU2QAS1gSJl*AK+XB+TgT`s=jwV*&^mu8&)5Tz|2W4*8lvik8lixly^elrkx0BQg z!a499>wJ)O-B#khDz!CAI?#Oi^x7R;)GxBfgKXPS-u3`+`dqI!zBO-K=u=ke!Ry{% z(K378wj~bE*O#>QVk!FL7=}>})iCvcTTkV829)r3_d^8NpFVBR{lV)a-R&}mDQ zzcdU(stTh_(lcYA<3^XYo*=?Br53lDUdCoBbg-+H8y}{Ajn79E?)}x~oA0zd5I01K z|J6t~p>Xsem)i76%mP~5-lz=u`AB>VCYic~2MKmFzmCZiHu+~8PhW6@WXx+`Ig+DW*R6jg2UGjmC_A9;pa9TM%B1?5Q3LEk_UNFF0bzhoAhiMACsL4F{ zobJ6ng_f_=mZ)VWQ#A$(75hxb(_<;+g<*O+*i})UtZU41|!~45Ai%didHAO@mJ$D*3Z?A__?Z^Iwe*l*v(PE|C z-!k+s-Q`QCzSyfV9N;;tt~%kqBy=GICs}po;$HunP;=^o3U36QaF*3V;YNrkEpJUq z{!YNr_9aKa38F$oVL5aAo2UhrFTdAX8JiAdS%397_hC^y4WL6R;L}l$z9xBSKU(0)na}2;nA-$dqSY|{*~&8 z5i1IZorGo8_w1q8L7p=^$asKMO$EBRwX}JQa1Vlj;g%P*S4olnbzfZ{YGJKl!nU67 zM#A{stTB5@@HsdpdF`V7vnY#Ng2u%Icxq9C(iOSS^0@^p zI7t;3cuvZ5-M)4k^A5@JUt0~J=kxU1IqxPse9~d<-(;0Z|I}K~?^s>!>e}&a-vZ_o zhL}iQh2fm*`h9Nt*;PdLkWik`$xD~=*Qxcx0oyU%<`sYvkOSb{be_vee?RjVl?LUtre_tW*Qz_kiTbAxoZ&jBvCWcz8 zmshsGitC>dz^zsWnH)~HN@zH+$a5a5KG8Ay#~}0$C&T+vBTP85>+s95F5;_=hJBgd zrK6_5sGbJGY*ucMx^)UTTXiKB>|WRXO!Kx^{Ynhn_^Mm#nPQlxwYsU_#)j_a6!ffQ z9?_n=9pw7ne;78AhAfT58&&HR`OxNu&$=DzSDHF_=IFRjJhavx_`|``ZOTcCX>2c4 ze%@f##4Iu`c6df_HHE2Kce`gslUFe7YA>TY(Y3~qwE->!q=QYI)GZ(uTX;|Pxh>5( z&BtSYs0>z{cBjMjX4EPtyyr%i-9|l`j?!fo446G^+~PKxe=)B|W{Lmuvgx;R1i$m< zndh|Jt-5s~xRqF>$i75gN1LL@5SQ>B8Vh;-d8uaV)^gA5hDVp7>x%%17q%sD+j+wt zZ|{ZQHs40^+t)p>2>2ryFShj~q5Zn}UCGHFk}iS#lvd+BUC=l4;IkvsnDdX3-Bp;N za}?aAn%UA65x1g&`=_9NFRAN*@55Mz z!C@DnH{yW!QSkkS0y72{#wwR@MzhjGQ@n5ejkDL%X)G#A*$qoamVTBYQXzt_eKT|E z{8B+|E3A%y%SPR=_!TRCg~=}6mw#qNmqqW=_cd!UGfoz-nbkDlecS-cF)zLVZxO>oE#kK>!tjB5>ip zYPUf8ca?q`v*)OQ@z1Uyb;8u;Uh?uT&-oi}jryL0M4$W2G7dLX zMx%3s{s4E&cP~nl76t6oPgnln=&J@ESrPcn6f3tr7>buIBPN5cGO?Eq8lEUu73v*d zU2Lc*-Jkn=9c07P!{rU!DxPz)_dTazr?)Y$P-wB(<%>V22EF+3sjyRPByWv5X}_>z zd_q9hKtZ6g08Pl~hB$^OB05}P;Dj-e19^KUsWQj zhbL6r`Gm)b!3_u4Vlk1vWx~E&)!1}r%87%!&v+-j)J$;V zEc38YPjD*iVOS}CvMg>kSY&!{nGw@eKn^p{nW-d~%qdP)qa8(Dsy{biEo^)tf+gIe1+aOsPaVLSN;jv&(#FV{Zdq8e9FYRe6_!l!sBvQlS3voyc1$9e6! zxoarWaN)9_Y~h5XtJm_|`td@dB*VRWsu<$~2ih2fPAOYMb1d4VvdvWNk6D-+78dgG z1nlGaPSK5th#6safIE`BS?f{RuC(t{4XHI|bW$Y1GqT9)%Z{qtf@WnW~tZ5!YF7q!u! z#3NvS{wsXH_}k|*ouKo-BzC-ihFdm%fES&y2iRFnwlcizStN7J)W#P^EjZpf_ghpO zD)t%V(?J^+occqp4lI)=oSQ#59j|t|u7=Xqx86gBj1(G*#JB=Xo+rQ|d@8)+cdtPE z;lU3vqJtNU^Gt%& z);7BB_a}^H#HDimd)F6xavk5!)?~PAk){IvmXX0eC$QWUBnszsndG-6l52}h5mW@z zkd}}O{;KA$Df2$8MrZu^W`6>!Fx%`LarZmuJmHB9!_=M^(GgiH;!Rf6o4pCPx{CJy zUcJ?(+3XdRARZi2%EnfR{Qe!r_&M+J3|Ex-fz}&=MF;ktvH(L*9qJe0RnXy{$BDBJ zM98sk+(=xoP&;5v@mKjdL8xbov%3G#$2Cam1AT)NM}I#q+N~Ek4|@@!{!-QA2+8wy zS>WozSrTm>$?5;e*OulO+XhQ!_uu69Ir*D~iPph%P6{#_>zc(S zV?wgJ({|HL_m1#A42nDzvx){}JX>uKsJ4_DDfcAiA;Cg?>p`8S=e`Y!6QNhDq%kuR zi$>J5YmGpH#!pMLnx1R+q?Zx_VvTaGXeyy+c?#cL7ouRABa|4pV)ukuI}(He8GQ{4 z#*-2+YWm(*RGlO&*9#h`UzNLVw3oZ$UH22s$Mq+k*YuO_>rF>LWPT!5O8CGOCWkJe z9`D&<&tnEfZF5j;iF4WwP zFuC%Jf|>yTYg6T(Y9uOEC;v5U9=XKAeMXghki-Z>HK#FwE0?gC%(-PY%mIUHvxKo9w!bx}sb!R)7hg;fQiSU*y+7K+G=I*md3zk8Y52-p6;;EtPSTjn zwDupP=KVxK<=3^2##_;nQnzw|GRBnif@6QoIrfmM7rW`pY*pVy zROp=7WMXy5z0tisaoBuBtYf>+XuX8o?r!w&ffnSSdwXjsc31A_#s&Se$BU{cAEt&A zdN`R695;$QcyW#?dYa~oBKTG1qOZ-!W~lG5`em*Y-lx3jDlYaP2qR$hoZTqD%=7Vz_P;N1b`w}SA=M3s7Wp!Cb;dY#c_3FVmr%Wp z*At8-F&Fz+!qYT_5Z19euXXEYSC^O2*-4mYS!e8D#L_g^LNL3gA2{4kLI@U0o>uwBs>Cr#` zX{})2poX2pdOK)>r#cz2<8qVyI~S>5pPcJus9e7ZT%F3e$oRsnZ zY46G(q3qs1vX?^k?Ah1sCBtN2W2niHCE3@Koyqn@_GRp1WS1q&AhP6%tYugBvW+2R z7!$(xc;5H>{tNFf&-~zranF69b8Y8bpYyq|%Ur3!ecsndd~YS(V3=?G2%nR2nw#s@ zgz%U6{J>nyD(JPtuu-G~Uwuo+Cl@3sXCynvR$FfQ-VD!~^CZf+VdjB)+CEO$((l`` zccod;vJXC+Oj4x;lG;;=hGFw+V`e)3gr^;~nLH_Z@2%ks^qZOTt;KHhnLoP56eCV^5AjO5j{JUT0AYi-i0dO`7IEGI zL0!ClA7&e6+8qGuKbwW;YKVNxty!twNZLmzg7&PPZ zNOi!oQ~c;ZLOUE1O3w5U?*z~1BY|R!lW_@rD}lOX&ym*!I$=HIm1_~KT=eC*IpfR| z(&Ptlq?&nb(iAIoHv^%T!r48Q-WaOM}bA)eBU>{8QUcS zbhmz6!PWiJ{wT&P9_ode=T#fO;@ixRR5y%r@kEG#!4_@;WsJ&B>lzL)L+wl>%+D)B z9Nudv&2<2XmN(lb`U-!qhcNab+=6ajg&AmK`DEtm^%+@n5K+4DYtBdkdN1cAnSGO$ zNIy`O5^E&-qVKmm&aSd;k7UrZtzX~fy|bOZYGbv6B+CEGAsn*0pDb_|2|qpRVM*1t zAk0%)tTw){zRXSI@*-A?A7e#oF)i}@y=!MCIWb&aIe+Q26)D-JbpLe9lZZC8sd&v) zCFAd@JGxrn%xh*pVIU)#A{kz}{uCj^9Cj5cL_o;Nh-&M*OI5Z;7oH(wT%@%)@2d>; zX$rNo^>rf&OScx@2G>a+)cFBJs>#D9z?FEvd+6(AytaeJjZLR{y%Q2>x3NvHUaQGZ zT?{Ovgt(l*B*|6ptKUeTGLfd@Y5zGHYRy*XbJ$$Pflpdv7+O63Qp{PbFSz%FTGP3b zJTq!+7yUCApiym-nZHu)~Rfzx{G=A1h{kLzU*klq_IgY?6rjVpgloY1JjjHPRWmVz-*jt5N3Hua&2R{#8LM!Vm!RcnY+t+ zNzu9=a!JzPncREQkV?Tbicbo~1hs~22Esdj+6}Jl%str~=>0oZL#=gc;LLlvIL(+& zNh&1k^TNzP^Wv+xkr@ba#$Yy~9DeyD{gbhsF(cP82+?{#MDce4Y$ukdforZU5dw%2R0)TKaCD*G7C}&g@qfHhhS8c<^3ts@L1*X-Y5R z&x+r>Ry#Dj(BR=T$mN(Y?eQMl1U`kwOSPl*f){f%A8QkMOaLzuHOwf+zTTwpZW-g z-R)%h5)Tf!Di;FVvcY&A$>j43LiDX+_#Ne6 z!!W$eqGQ%JX1XD@+i9+oaZNnuq~_M_GzFiP*;bQaWhPs~wF$MeZDJSM%wotJkSRD3 zKtIR<$z)Nxde-r|o^2byX$QA?Xz91pJ8g+(Wsx`Gw|hs<+cwN{J5JN0*duSK7?lc||Lp^`SFs7bj{-WE2 z?6fC00ec_s18rwPiH=|riGW3!W7_EDYj;!yzmVObP~h2Xw<1cd$AIPNtFmYu0Np?k zUuS-_A@zRY;Pk1P{FRNdnsuOUqzL!UH21rBgKP8!%ig8E1!!(BM?BY0fkI_;>I3rQ zKY4hPlCfx2+i9xHbY%Ou{8x930?{WwL!&2*npfOH+&qY;x@lz`nGjfh0@JOHW}A+wl(n}(em(fkeJNITpUTd zWpBO1pbDR?gQbauG)U?*eCW(Ym-R?UmGiMkf#59<3zOtkxAL&ey9PMI+rgrh${p1{ zSH7q1Cu=cx{Q)%tV>n>vi_P<2Gn)_Qeug=5`N%q5#+vUIdeiN7JMl0Z!d*D}IKSWD zeEMKuz;9*Xy(Q&$5#7?<2`D3OOLI+_RJU9}yr|ihE(wOEox$H*(fFx1B+^^mT>gyi zvM|XtTwKVvpX1nDdo32PTyu3!?`0BR&u_JZiJwcm*L@$^J6Jx7fdw* zIr{<_aX^dtH8_~pMKYg>;a_Y7V={y5e->X*d!E<^i+uL1tvA%y{KWjkBBuYrH@O2_ z-DGPfRDEm(TE?ZNuq55x;ueF#Eg)mHwH_M2hHwG z>-FZsA8rUxi2dp^Aj1ZzFNmpD%BSo{58Qz!FW|pr~tt zztJ7A|7Vn`HyohlH^7ooagL11W{)kTDd$9muD^~JqA}UhVIZ#dD6MtrHQ`CeP0^7e zvE|mSJ~-aXlLs$RVFR+9-Kub4BayIA5Y*cP7QnFdoXIC@d57 zXSX+cK0ao-_n6R4)y5_ctfx+SzG!iJ>1C^xjObu->3~Iy-n>MaQLbaXqu2*q)ORXj zgJb}nd*1s3AwIl)@a^%I9Qx3(=xsDUJA*o{qzTp^@kCmhMqJoK;cGqMjExFG&W0Y> zM$O$?;jRPiqX=!CqPHg${K0mr?B13o7eZBV3?z~?9qHl^4ywWb;6Wlpsic-2=ih^zyy-Xo{)0PIH>`cYLi&M$Ix)<1u zwE$(B{|)4eV)Akmfq8Q)f4;THee_)0)+zRCQq%$Gs}mh-nEG{r-%Ou(D!Ogyq&-Ys zMU3NDyegJll)uiN<%GoCS3&$vTb}x#$!PwK&D=6Sy%UzW>cTUBH~1LFoGo(Nt+b` z*ZO#YFt{Q;KzylfyJdl<0W%Rb{|E@-T^wdMFLS;SSbS?5zqH5rcwJ!stQg>JHUj;W ztD98uy7cr4+gvk%Q4`F9)_FIBV*p@&Ae_W0KLCRGC!F;3 znVn8OXj@|521l<0PsN*gB!w%Z=NOkZcS6sOYciI&T6na2xzxjyRd2~xKO@Vr#y8bR zDZ#3Ew3sQ}y1!?9(IYldc5ze(1{u(;KIJW%rZfi3L#DUQoXvI<9*LIK+^iJ#?FH`p z*64nSI#C_6BF1b33T7=zz55<9bw=VY;|;9my1zcoWd8!8zCP;D2Mi~=3_zMqbKVB5 zpU09?GJN+pu|bp zc?f^Qb~2@H^3^cjX-(s{80QoT+5td+b*GCf=^)BJ8}rKl+1UxEd9pgV5Dn#}9pU3_ z{lN#3V$iMC{%EFv(?Ad~Q!S;`5T+QPB!9Z(jPY&E$GYXmd za*?7-i;o?Bjb`9?UcLhF$ceOS?BAw#raNGWBYK6Vs;`--FM-n4K5P@W9BpUl> z!33MH<}sHxF8pdsXFMfOXD@HHQQ^#cJ!QMZy>0i?w&OMV9&vOxCgAN z@=v)JM_)iJASUeiA5|5C5XR;Z4%9!p14zN8X@)SUc2_ykBF{OR%gh**UK6lTAddeBe(x#O+ST+sbXayF3^42$X86MGb^ToU_ zbSl)Q8ZIn>B1C{d>B}=l#2fU;P9L2mNPbEROS1X6yL>n4SQo1F+;}_!>{VUHO9^$@ zt(_Um+E3coJkpe&n{;t(C8z2V<&%LKlsX88G2L8x9RU15MzpIeeBr!1H~Kw1!jxfS zl!Kk(afq}GLiz^58g4^N&N~7DpcL`abfg^F5$Ub~=U+Pf_eTE)2^9HaIl0^ZCVuae zZpUA=vM_-*2_#4k5o%-HT7&lDq=-MNv3hhhpyZ(Z_+cEGsppMZQ2)96SVWcq#a+Wc zbED=wo(8SyyjwgP9le4oQ?J$DYo{8^O?_ajc|o z%J=S9!i}aajbeITeiqtJIDK9ij74~*#P1Yk#qThn%$BeQ)bGGj;~VViY%WH6!W-BS zCRXsBwez=@Yi5x3u-imSnMx)t$1aF3_6z#K@>Tpi6Cy$ciN$~3zr70~O#Io?jxgM6=sc+n0(^ELKM0z%j?dAD)FG>YxxQUql5ju3 zU6_5{t?0%@dP1^EH4{g2U(>VFHsOv2T#TpD1)PCIs``9f77d!dTC^T5(oAv~S(;Xu zB|-bC!kV?LB`(7B>pqZwPl(aecBxoH36!W)v@(6zhZ{hY(R%2|!~`f)L2MSm1aoO| z=Q;8A6{BqD$igoUMu2d~?E4&4|1`u5f4qno4?P-3uaRLaWe`m9L6YM8fI=rsqlZk) z+JCaWSFDAnGJ!%UZxq0S~}EsItN!hDKWJc|e{7!_Aj|Zn4uS z5+keL_gpdvwN)!76v&O+6EpPM;p)#?p4w(}b~E?O0C_#-2S;CJ4G?W4!I6{z4)80i zy7CI4@p}Hl`$s64D|zCZ}n(DPf6GkYhf!gQ6Nt0i1(#%~N-C~h|ZUfkj zxT#(E$Z$Nn+(UVTc<#WJl%|=nimbHn5*9+6TG#FBC4ah;lLA||Key$BiA4Y2w!^Ru z_wMq&M;Ax3Fb_Kt{1*btkjJx&U&`7xtJ8XjFZ*{-Lko%YVI<^1MkJ&&ZiPRGDM%4> z0tG6})ywlWJ$3VbIx_5Kb(7e_C+_>oLXrIoUadAkkPZ<0vb-aUE-rl9wiA)_pY$k9k{aJH0#-LJxRqoVaL8J-cFWQ7t;InrCyEO zxpe5+1j!IDhpH1yqt`EzYeGjSa`5n9@e!e|q6yvhPY2$Qx*_C>0^-%Z!M=9*K?|&7 z@Ce+dTXy<0qEPCeu~r#@NaZ#@U0BV<@D1>d@VWtz-m#dhc$Oh;yZW1}^XmlAfrIr* zzuZ5UgNOQpANWE8ZYz_gVeuu>$clafU;Gc1aLHR-C<-hsn4wwXx`?=JL8AM9%7qR^JG3Q^8fxC>qgI)Z; zYoNR-BxLdooRjB2I2XXb7yT=Of34tONBB1u{2LDcT@n5t7sWrJkB`;cmY--Ul7Nq% M)?LjSb=!#l0K=32fB*mh literal 0 HcmV?d00001