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R tables to networks for visualization
Raw
Readme.md

added as d3_table() in d3r

Although very handy and useful, I think most new R developers do not even know that tables exist. They are a little tricky to use, but they offer some nice functionality. These tables become even more useful when we can visualize them as networks. This little bit of code is a rough first attempt at converting tables to network nodes and edges.

live example

Raw
code.R
---
title: "R Tables to Network"
date: "`r format(Sys.time(), '%B %d, %Y')`"
output:
html_document:
theme: ~
toc: true
mathjax: null
---
# Experiments with tables to network conversion
Get all the libraries.
```{r}
library(pipeR)
library(igraph)
# devtools::install_github("christophergandrud/networkD3")
library(networkD3)
# devtools::install_github("dataknowledge/visNetwork")
library(visNetwork)
```
### Conversion Function
Sorry for all all the pipes \ `%>>%` and difficult-to-read code, but here is the function to convert a table to a network of nodes and edges. Once we have the table in network form, we can use network packages and `htmlwidgets` to visualize them.
```{r}
#### now try to make a function for easy conversion from tables
# to other structures
tableConv <- function( tB, vars = NULL, agg = "Freq" ) {
if (!require(pipeR)) {
stop("function requires pipeR; please install it")
}
if(is.null(vars)){
vars = names(dimnames(tB))
}
dimnames(tB)[vars] %>>%
unname %>>%
unlist %>>%
unique -> nodes
# add name of table as root in nodes
nodes[length(nodes)+1]= as.character(substitute(tB))
links <- if(length(vars) == 1){
#.
data.frame()
} else {
{if(!is.null(vars)){
#assume vars in order of source, target
sapply(1:(length(vars)-1),function(v){c(vars[v],vars[v+1])})
} else {
#get all combinations
combn(v,2)
}} %>>%
t %>>%
data.frame(stringsAsFactors=F) %>>%
apply(
MARGIN=1
,function(c){
paste0(as.vector(c),collapse="+")
}
) %>>%
lapply(
function(f){
xtabs(paste0(agg,"~",f),tB) %>>%
data.frame %>>%
structure(names = c("source","target","weight"))
}
) %>>%
(do.call(rbind,.))
}
links %>>%
(
if (nrow(.) == 0) {
.
} else {
lapply(
1:ncol(.)
,function(x){
if (is.factor(.[,x])){
as.character(.[,x])
} else .[,x]
}
) %>>%
data.frame(stringsAsFactors = F) %>>%
structure(names = c("source","target","weight"))
}
) %>>%
(
rbind(
.
, structure(
data.frame(tail(nodes,1),xtabs(paste0(agg,"~",vars[1]),tB))
,names= c("source","target","weight")
)
)
) -> links_transformed
links_transformed[,c(1,2)] <- lapply(
links_transformed[,c(1,2)],
function(x){
match(as.character(x),nodes)-1
}
)
# try to get size for nodes
nodes <- data.frame(name=as.character(nodes),stringsAsFactors = F)
nodes <- lapply(
vars
,function(v){
xtabs(paste0(agg,"~",v),tB)
}
) %>>%
unlist %>>%
(
data.frame(
name = names(.)
,weight = as.vector(.)
,stringsAsFactors = F
)
) %>>%
(
rbind(
.
,data.frame(
name = tail(nodes,1)$name
, weight = sum(tB)
)
)
) %>>%
merge( nodes ) %>>%
(
.[match(nodes$name,.$name),]
)
rownames(nodes) <- sort(as.numeric(rownames(nodes)))
return(
list(
nodes = nodes
,links = links_transformed
)
)
}
```
### Titanic as a d3.js Sankey
```{r}
tableConv(Titanic,vars=c("Survived","Age","Class")) %>>%
(sankeyNetwork(
Links = .$links
, Nodes = .$nodes
, Source= "source"
, Target = "target"
, Value = "weight"
, NodeID = "name"
))
```
### UCBAdmissions as a d3.js Sankey
```{r}
tableConv(UCBAdmissions) %>>%
(sankeyNetwork(
Links = .$links
, Nodes = .$nodes
, Source= "source"
, Target = "target"
, Value = "weight"
, NodeID = "name"
))
```
### Titanic as igraph
```{r}
tableConv(Titanic,vars=c("Sex","Survived")) %>>%
{
ig =(as.matrix(.$links[,1:2]) + 1) %>>% graph.edgelist(directed=F)
E(ig)$weight <- .$links[,3]
V(ig)$name <- .$nodes[,1] %>>% t %>>% as.character
V(ig)$weight <- .$nodes$weight
ig
} %>>%
(plot.igraph(
.
#,layout=layout.circle
#,layout=layout.grid
,layout=layout.spring
#,layout=layout.fruchterman.reingold.grid
, vertex.size = V(.)$weight/2000 * 30
, edge.color="gray"
, edge.width=E(.)$weight/2000 * 30
, vertex.label = V(.)$name
))
```
### Titanic in visNetwork
```{r}
tableConv( Titanic, c("Survived","Age") ) %>>%
(
visNetwork(
nodes = data.frame(
id = as.numeric(rownames(.$nodes))-1
,label = .$nodes$name
,value = .$nodes$weight
)
,edges = data.frame(
from = .$links$source
,to = .$links$target
,value = .$links$weight
)
)
)
```
Raw
index.html
<meta charset="utf-8">
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="generator" content="pandoc" />
<meta name="date" content="2015-06-01" />
<title>R Tables to Network</title>
<script 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HvosOt54Zey33j%2FK%2B8P33%2B%2BvjnbiGJbbLE%2BJ9SANAb6nJ2B79wcUwETAwQQ7fMjPzMvfP8ja87HUIKMOiaAqMZhrGmLdAy78eZrwwsTS0eObTs%2BIdtgVanxBUExqGbb5VzrIISGIoUXsmqbgEhJldCQWqRf27SvPAn%2Fo8XmgLhZsUkR4ll37mhk3n94Z4OlzY%2F7NLcYZfm7o1z2zT4vsvUNSXqprBCkmiTFbPX90%2Ffh8GIT2sf%2BzTPdDMf4dVnNg4z%2BE0ixsGeBs9jd5ViSgLHjCb%2FpeaR%2BMD3d4%2FZJg2llyuG2Vwy7QWAs8PNnn1f7vkGSGxAzE6mk%2Bkxkx%2Fp%2F4unffSCR0hAoL1EBCYiPNdWNcwkNQTCR7feWX6g%2B7f%2FA7I8rcw%2FU6UEe0Ndrhc%2FW7mtL9ztmqlSgstSS%2FzTJ28dalpOpkRryrwbhwBACgsLMWPGDOT4ll3qyeqAkJTdCF7P%2FCrUY%2FGkLL1rE%2B2hTbSH8%2B0Lb%2FWEuhzhyaA905blf9Vd%2F895WnZwLHrPevir%2FcvOB1oLYpTtLrm6oYGIMDExAaqtrUVKSgqYGSKCk0WHq5ikkWEWtNL0imv5qUW%2BRclLRjJsrhBAuH1%2FQL8R7HR4xy5nescuP23E6hOA6mLv%2Bsb4uTw6Ogqqq6uDpmkQkcStorX4XRcM1FjZ%2BkvFFjCJKU1WpkNJJUqIMtX1RyLeX3JtQ0JRhmGYZ%2FL27duRnJycuFGISOJ9pqh5lrB6iYgqGOxRrOaa54DcZmKvkJxk8JHC9rKh%2BKVhOsD4%2BDj%2BMwADIf8n5m4xGwAAAABJRU5ErkJggg%3D%3D%29%7Ddiv%2Enetwork%2DmanipulationUI%2Eedit%7Bbackground%2Dimage%3Aurl%28data%3Aimage%2Fpng%3Bbase64%2CiVBORw0KGgoAAAANSUhEUgAAABgAAAAYCAYAAADgdz34AAAACXBIWXMAAAsTAAALEwEAmpwYAAAKT2lDQ1BQaG90b3Nob3AgSUNDIHByb2ZpbGUAAHjanVNnVFPpFj333vRCS4iAlEtvUhUIIFJCi4AUkSYqIQkQSoghodkVUcERRUUEG8igiAOOjoCMFVEsDIoK2AfkIaKOg6OIisr74Xuja9a89%2BbN%2FrXXPues852zzwfACAyWSDNRNYAMqUIeEeCDx8TG4eQuQIEKJHAAEAizZCFz%2FSMBAPh%2BPDwrIsAHvgABeNMLCADATZvAMByH%2Fw%2FqQplcAYCEAcB0kThLCIAUAEB6jkKmAEBGAYCdmCZTAKAEAGDLY2LjAFAtAGAnf%2BbTAICd%2BJl7AQBblCEVAaCRACATZYhEAGg7AKzPVopFAFgwABRmS8Q5ANgtADBJV2ZIALC3AMDOEAuyAAgMADBRiIUpAAR7AGDIIyN4AISZABRG8lc88SuuEOcqAAB4mbI8uSQ5RYFbCC1xB1dXLh4ozkkXKxQ2YQJhmkAuwnmZGTKBNA%2Fg88wAAKCRFRHgg%2FP9eM4Ors7ONo62Dl8t6r8G%2FyJiYuP%2B5c%2BrcEAAAOF0ftH%2BLC%2BzGoA7BoBt%2FqIl7gRoXgugdfeLZrIPQLUAoOnaV%2FNw%2BH48PEWhkLnZ2eXk5NhKxEJbYcpXff5nwl%2FAV%2F1s%2BX48%2FPf14L7iJIEyXYFHBPjgwsz0TKUcz5IJhGLc5o9H%2FLcL%2F%2Fwd0yLESWK5WCoU41EScY5EmozzMqUiiUKSKcUl0v9k4t8s%2BwM%2B3zUAsGo%2BAXuRLahdYwP2SycQWHTA4vcAAPK7b8HUKAgDgGiD4c93%2F%2B8%2F%2FUegJQCAZkmScQAAXkQkLlTKsz%2FHCAAARKCBKrBBG%2FTBGCzABhzBBdzBC%2FxgNoRCJMTCQhBCCmSAHHJgKayCQiiGzbAdKmAv1EAdNMBRaIaTcA4uwlW4Dj1wD%2FphCJ7BKLyBCQRByAgTYSHaiAFiilgjjggXmYX4IcFIBBKLJCDJiBRRIkuRNUgxUopUIFVIHfI9cgI5h1xGupE7yAAygvyGvEcxlIGyUT3UDLVDuag3GoRGogvQZHQxmo8WoJvQcrQaPYw2oefQq2gP2o8%2BQ8cwwOgYBzPEbDAuxsNCsTgsCZNjy7EirAyrxhqwVqwDu4n1Y8%2BxdwQSgUXACTYEd0IgYR5BSFhMWE7YSKggHCQ0EdoJNwkDhFHCJyKTqEu0JroR%2BcQYYjIxh1hILCPWEo8TLxB7iEPENyQSiUMyJ7mQAkmxpFTSEtJG0m5SI%2BksqZs0SBojk8naZGuyBzmULCAryIXkneTD5DPkG%2BQh8lsKnWJAcaT4U%2BIoUspqShnlEOU05QZlmDJBVaOaUt2ooVQRNY9aQq2htlKvUYeoEzR1mjnNgxZJS6WtopXTGmgXaPdpr%2Bh0uhHdlR5Ol9BX0svpR%2BiX6AP0dwwNhhWDx4hnKBmbGAcYZxl3GK%2BYTKYZ04sZx1QwNzHrmOeZD5lvVVgqtip8FZHKCpVKlSaVGyovVKmqpqreqgtV81XLVI%2BpXlN9rkZVM1PjqQnUlqtVqp1Q61MbU2epO6iHqmeob1Q%2FpH5Z%2FYkGWcNMw09DpFGgsV%2FjvMYgC2MZs3gsIWsNq4Z1gTXEJrHN2Xx2KruY%2FR27iz2qqaE5QzNKM1ezUvOUZj8H45hx%2BJx0TgnnKKeX836K3hTvKeIpG6Y0TLkxZVxrqpaXllirSKtRq0frvTau7aedpr1Fu1n7gQ5Bx0onXCdHZ4%2FOBZ3nU9lT3acKpxZNPTr1ri6qa6UbobtEd79up%2B6Ynr5egJ5Mb6feeb3n%2Bhx9L%2F1U%2FW36p%2FVHDFgGswwkBtsMzhg8xTVxbzwdL8fb8VFDXcNAQ6VhlWGX4YSRudE8o9VGjUYPjGnGXOMk423GbcajJgYmISZLTepN7ppSTbmmKaY7TDtMx83MzaLN1pk1mz0x1zLnm%2Beb15vft2BaeFostqi2uGVJsuRaplnutrxuhVo5WaVYVVpds0atna0l1rutu6cRp7lOk06rntZnw7Dxtsm2qbcZsOXYBtuutm22fWFnYhdnt8Wuw%2B6TvZN9un2N%2FT0HDYfZDqsdWh1%2Bc7RyFDpWOt6azpzuP33F9JbpL2dYzxDP2DPjthPLKcRpnVOb00dnF2e5c4PziIuJS4LLLpc%2BLpsbxt3IveRKdPVxXeF60vWdm7Obwu2o26%2FuNu5p7ofcn8w0nymeWTNz0MPIQ%2BBR5dE%2FC5%2BVMGvfrH5PQ0%2BBZ7XnIy9jL5FXrdewt6V3qvdh7xc%2B9j5yn%2BM%2B4zw33jLeWV%2FMN8C3yLfLT8Nvnl%2BF30N%2FI%2F9k%2F3r%2F0QCngCUBZwOJgUGBWwL7%2BHp8Ib%2BOPzrbZfay2e1BjKC5QRVBj4KtguXBrSFoyOyQrSH355jOkc5pDoVQfujW0Adh5mGLw34MJ4WHhVeGP45wiFga0TGXNXfR3ENz30T6RJZE3ptnMU85ry1KNSo%2Bqi5qPNo3ujS6P8YuZlnM1VidWElsSxw5LiquNm5svt%2F87fOH4p3iC%2BN7F5gvyF1weaHOwvSFpxapLhIsOpZATIhOOJTwQRAqqBaMJfITdyWOCnnCHcJnIi%2FRNtGI2ENcKh5O8kgqTXqS7JG8NXkkxTOlLOW5hCepkLxMDUzdmzqeFpp2IG0yPTq9MYOSkZBxQqohTZO2Z%2Bpn5mZ2y6xlhbL%2BxW6Lty8elQfJa7OQrAVZLQq2QqboVFoo1yoHsmdlV2a%2FzYnKOZarnivN7cyzytuQN5zvn%2F%2FtEsIS4ZK2pYZLVy0dWOa9rGo5sjxxedsK4xUFK4ZWBqw8uIq2Km3VT6vtV5eufr0mek1rgV7ByoLBtQFr6wtVCuWFfevc1%2B1dT1gvWd%2B1YfqGnRs%2BFYmKrhTbF5cVf9go3HjlG4dvyr%2BZ3JS0qavEuWTPZtJm6ebeLZ5bDpaql%2BaXDm4N2dq0Dd9WtO319kXbL5fNKNu7g7ZDuaO%2FPLi8ZafJzs07P1SkVPRU%2BlQ27tLdtWHX%2BG7R7ht7vPY07NXbW7z3%2FT7JvttVAVVN1WbVZftJ%2B7P3P66Jqun4lvttXa1ObXHtxwPSA%2F0HIw6217nU1R3SPVRSj9Yr60cOxx%2B%2B%2Fp3vdy0NNg1VjZzG4iNwRHnk6fcJ3%2FceDTradox7rOEH0x92HWcdL2pCmvKaRptTmvtbYlu6T8w%2B0dbq3nr8R9sfD5w0PFl5SvNUyWna6YLTk2fyz4ydlZ19fi753GDborZ752PO32oPb%2B%2B6EHTh0kX%2Fi%2Bc7vDvOXPK4dPKy2%2BUTV7hXmq86X23qdOo8%2FpPTT8e7nLuarrlca7nuer21e2b36RueN87d9L158Rb%2F1tWeOT3dvfN6b%2FfF9%2FXfFt1%2Bcif9zsu72Xcn7q28T7xf9EDtQdlD3YfVP1v%2B3Njv3H9qwHeg89HcR%2FcGhYPP%2FpH1jw9DBY%2BZj8uGDYbrnjg%2BOTniP3L96fynQ89kzyaeF%2F6i%2FsuuFxYvfvjV69fO0ZjRoZfyl5O%2FbXyl%2FerA6xmv28bCxh6%2ByXgzMV70VvvtwXfcdx3vo98PT%2BR8IH8o%2F2j5sfVT0Kf7kxmTk%2F8EA5jz%2FGMzLdsAAEEOaVRYdFhNTDpjb20uYWRvYmUueG1wAAAAAAA8P3hwYWNrZXQgYmVnaW49Iu%2B7vyIgaWQ9Ilc1TTBNcENlaGlIenJlU3pOVGN6a2M5ZCI%2FPgo8eDp4bXBtZXRhIHhtbG5zOng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9a89%2BbN%2FrXXPues852zzwfACAyWSDNRNYAMqUIeEeCDx8TG4eQuQIEKJHAAEAizZCFz%2FSMBAPh%2BPDwrIsAHvgABeNMLCADATZvAMByH%2Fw%2FqQplcAYCEAcB0kThLCIAUAEB6jkKmAEBGAYCdmCZTAKAEAGDLY2LjAFAtAGAnf%2BbTAICd%2BJl7AQBblCEVAaCRACATZYhEAGg7AKzPVopFAFgwABRmS8Q5ANgtADBJV2ZIALC3AMDOEAuyAAgMADBRiIUpAAR7AGDIIyN4AISZABRG8lc88SuuEOcqAAB4mbI8uSQ5RYFbCC1xB1dXLh4ozkkXKxQ2YQJhmkAuwnmZGTKBNA%2Fg88wAAKCRFRHgg%2FP9eM4Ors7ONo62Dl8t6r8G%2FyJiYuP%2B5c%2BrcEAAAOF0ftH%2BLC%2BzGoA7BoBt%2FqIl7gRoXgugdfeLZrIPQLUAoOnaV%2FNw%2BH48PEWhkLnZ2eXk5NhKxEJbYcpXff5nwl%2FAV%2F1s%2BX48%2FPf14L7iJIEyXYFHBPjgwsz0TKUcz5IJhGLc5o9H%2FLcL%2F%2Fwd0yLESWK5WCoU41EScY5EmozzMqUiiUKSKcUl0v9k4t8s%2BwM%2B3zUAsGo%2BAXuRLahdYwP2SycQWHTA4vcAAPK7b8HUKAgDgGiD4c93%2F%2B8%2F%2FUegJQCAZkmScQAAXkQkLlTKsz%2FHCAAARKCBKrBBG%2FTBGCzABhzBBdzBC%2FxgNoRCJMTCQhBCCmSAHHJgKayCQiiGzbAdKmAv1EAdNMBRaIaTcA4uwlW4Dj1wD%2FphCJ7BKLyBCQRByAgTYSHaiAFiilgjjggXmYX4IcFIBBKLJCDJiBRRIkuRNUgxUopUIFVIHfI9cgI5h1xGupE7yAAygvyGvEcxlIGyUT3UDLVDuag3GoRGogvQZHQxmo8WoJvQcrQaPYw2oefQq2gP2o8%2BQ8cwwOgYBzPEbDAuxsNCsTgsCZNjy7EirAyrxhqwVqwDu4n1Y8%2BxdwQSgUXACTYEd0IgYR5BSFhMWE7YSKggHCQ0EdoJNwkDhFHCJyKTqEu0JroR%2BcQYYjIxh1hILCPWEo8TLxB7iEPENyQSiUMyJ7mQAkmxpFTSEtJG0m5SI%2BksqZs0SBojk8naZGuyBzmULCAryIXkneTD5DPkG%2BQh8lsKnWJAcaT4U%2BIoUspqShnlEOU05QZlmDJBVaOaUt2ooVQRNY9aQq2htlKvUYeoEzR1mjnNgxZJS6WtopXTGmgXaPdpr%2Bh0uhHdlR5Ol9BX0svpR%2BiX6AP0dwwNhhWDx4hnKBmbGAcYZxl3GK%2BYTKYZ04sZx1QwNzHrmOeZD5lvVVgqtip8FZHKCpVKlSaVGyovVKmqpqreqgtV81XLVI%2BpXlN9rkZVM1PjqQnUlqtVqp1Q61MbU2epO6iHqmeob1Q%2FpH5Z%2FYkGWcNMw09DpFGgsV%2FjvMYgC2MZs3gsIWsNq4Z1gTXEJrHN2Xx2KruY%2FR27iz2qqaE5QzNKM1ezUvOUZj8H45hx%2BJx0TgnnKKeX836K3hTvKeIpG6Y0TLkxZVxrqpaXllirSKtRq0frvTau7aedpr1Fu1n7gQ5Bx0onXCdHZ4%2FOBZ3nU9lT3acKpxZNPTr1ri6qa6UbobtEd79up%2B6Ynr5egJ5Mb6feeb3n%2Bhx9L%2F1U%2FW36p%2FVHDFgGswwkBtsMzhg8xTVxbzwdL8fb8VFDXcNAQ6VhlWGX4YSRudE8o9VGjUYPjGnGXOMk423GbcajJgYmISZLTepN7ppSTbmmKaY7TDtMx83MzaLN1pk1mz0x1zLnm%2Beb15vft2BaeFostqi2uGVJsuRaplnutrxuhVo5WaVYVVpds0atna0l1rutu6cRp7lOk06rntZnw7Dxtsm2qbcZsOXYBtuutm22fWFnYhdnt8Wuw%2B6TvZN9un2N%2FT0HDYfZDqsdWh1%2Bc7RyFDpWOt6azpzuP33F9JbpL2dYzxDP2DPjthPLKcRpnVOb00dnF2e5c4PziIuJS4LLLpc%2BLpsbxt3IveRKdPVxXeF60vWdm7Obwu2o26%2FuNu5p7ofcn8w0nymeWTNz0MPIQ%2BBR5dE%2FC5%2BVMGvfrH5PQ0%2BBZ7XnIy9jL5FXrdewt6V3qvdh7xc%2B9j5yn%2BM%2B4zw33jLeWV%2FMN8C3yLfLT8Nvnl%2BF30N%2FI%2F9k%2F3r%2F0QCngCUBZwOJgUGBWwL7%2BHp8Ib%2BOPzrbZfay2e1BjKC5QRVBj4KtguXBrSFoyOyQrSH355jOkc5pDoVQfujW0Adh5mGLw34MJ4WHhVeGP45wiFga0TGXNXfR3ENz30T6RJZE3ptnMU85ry1KNSo%2Bqi5qPNo3ujS6P8YuZlnM1VidWElsSxw5LiquNm5svt%2F87fOH4p3iC%2BN7F5gvyF1weaHOwvSFpxapLhIsOpZATIhOOJTwQRAqqBaMJfITdyWOCnnCHcJnIi%2FRNtGI2ENcKh5O8kgqTXqS7JG8NXkkxTOlLOW5hCepkLxMDUzdmzqeFpp2IG0yPTq9MYOSkZBxQqohTZO2Z%2Bpn5mZ2y6xlhbL%2BxW6Lty8elQfJa7OQrAVZLQq2QqboVFoo1yoHsmdlV2a%2FzYnKOZarnivN7cyzytuQN5zvn%2F%2FtEsIS4ZK2pYZLVy0dWOa9rGo5sjxxedsK4xUFK4ZWBqw8uIq2Km3VT6vtV5eufr0mek1rgV7ByoLBtQFr6wtVCuWFfevc1%2B1dT1gvWd%2B1YfqGnRs%2BFYmKrhTbF5cVf9go3HjlG4dvyr%2BZ3JS0qavEuWTPZtJm6ebeLZ5bDpaql%2BaXDm4N2dq0Dd9WtO319kXbL5fNKNu7g7ZDuaO%2FPLi8ZafJzs07P1SkVPRU%2BlQ27tLdtWHX%2BG7R7ht7vPY07NXbW7z3%2FT7JvttVAVVN1WbVZftJ%2B7P3P66Jqun4lvttXa1ObXHtxwPSA%2F0HIw6217nU1R3SPVRSj9Yr60cOxx%2B%2B%2Fp3vdy0NNg1VjZzG4iNwRHnk6fcJ3%2FceDTradox7rOEH0x92HWcdL2pCmvKaRptTmvtbYlu6T8w%2B0dbq3nr8R9sfD5w0PFl5SvNUyWna6YLTk2fyz4ydlZ19fi753GDborZ752PO32oPb%2B%2B6EHTh0kX%2Fi%2Bc7vDvOXPK4dPKy2%2BUTV7hXmq86X23qdOo8%2FpPTT8e7nLuarrlca7nuer21e2b36RueN87d9L158Rb%2F1tWeOT3dvfN6b%2FfF9%2FXfFt1%2Bcif9zsu72Xcn7q28T7xf9EDtQdlD3YfVP1v%2B3Njv3H9qwHeg89HcR%2FcGhYPP%2FpH1jw9DBY%2BZj8uGDYbrnjg%2BOTniP3L96fynQ89kzyaeF%2F6i%2FsuuFxYvfvjV69fO0ZjRoZfyl5O%2FbXyl%2FerA6xmv28bCxh6%2ByXgzMV70VvvtwXfcdx3vo98PT%2BR8IH8o%2F2j5sfVT0Kf7kxmTk%2F8EA5jz%2FGMzLdsAAEEOaVRYdFhNTDpjb20uYWRvYmUueG1wAAAAAAA8P3hwYWNrZXQgYmVnaW49Iu%2B7vyIgaWQ9Ilc1TTBNcENlaGlIenJlU3pOVGN6a2M5ZCI%2FPgo8eDp4bXBtZXRhIHhtbG5zOng9ImFkb2JlOm5zOm1ldGEvIiB4OnhtcHRrPSJBZG9iZSBYTVAgQ29yZSA1LjUtYzAyMSA3OS4xNTQ5MTEsIDIwMTMvMTAvMjktMTE6NDc6MTYgICAgICAgICI%2BCiAgIDxyZGY6UkRGIHhtbG5zOnJkZj0iaHR0cDovL3d3dy53My5vcmcvMTk5OS8wMi8yMi1yZGYtc3ludGF4LW5zIyI%2BCiAgICAgIDxyZGY6RGVzY3JpcHRpb24gcmRmOmFib3V0PSIiCiAgICAgICAgICAgIHhtbG5zOnhtcD0iaHR0cDovL25zLmFkb2JlLmNvbS94YXAvMS4wLyIKICAgICAgICAgICAgeG1sbnM6ZGM9Imh0dHA6Ly9wdXJsLm9yZy9kYy9lbGVtZW50cy8xLjEvIgogICAgICAgICAgICB4bWxuczp4bXBNTT0iaHR0cDovL25zLmFkb2JlLmNvbS94YXAvMS4wL21tLyIKICAgICAgICAgICAgeG1sbnM6c3RFdnQ9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC9zVHlwZS9SZXNvdXJjZUV2ZW50IyIKICAgICAgICAgICAgeG1sbnM6c3RSZWY9Imh0dHA6Ly9ucy5hZG9iZS5jb20veGFwLzEuMC9zVHlwZS9SZXNvdXJjZVJlZiMiCiAgICAgICAgICAgIHhtbG5zOnBob3Rvc2hvcD0iaHR0cDovL25zLmFkb2JlLmNvbS9waG90b3Nob3AvMS4wLyIKICAgICAgICAgICAgeG1sbnM6dGlmZj0iaHR0cDovL25zLmFkb2JlLmNvbS90aWZmLzEuMC8iCiAgICAgICAgICAgIHhtbG5zOmV4aWY9Imh0dHA6Ly9ucy5hZG9iZS5jb20vZXhpZi8xLjAvIj4KICAgICAgICAgPHhtcDpDcmVhdG9yVG9vbD5BZG9iZSBQaG90b3Nob3AgQ0MgKFdpbmRvd3MpPC94bXA6Q3JlYXRvclRvb2w%2BCiAgICAgICAgIDx4bXA6Q3JlYXRlRGF0ZT4yMDE0LTAxLTIyVDE5OjI0OjUxKzAxOjAwPC94bXA6Q3JlYXRlRGF0ZT4KICAgICAgICAgPHhtcDpNZXRhZGF0YURhdGU%2BMjAxNC0wMi0wNFQxNDozODo1NyswMTowMDwveG1wOk1ldGFkYXRhRGF0ZT4KICAgICA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2F0QCngCUBZwOJgUGBWwL7%2BHp8Ib%2BOPzrbZfay2e1BjKC5QRVBj4KtguXBrSFoyOyQrSH355jOkc5pDoVQfujW0Adh5mGLw34MJ4WHhVeGP45wiFga0TGXNXfR3ENz30T6RJZE3ptnMU85ry1KNSo%2Bqi5qPNo3ujS6P8YuZlnM1VidWElsSxw5LiquNm5svt%2F87fOH4p3iC%2BN7F5gvyF1weaHOwvSFpxapLhIsOpZATIhOOJTwQRAqqBaMJfITdyWOCnnCHcJnIi%2FRNtGI2ENcKh5O8kgqTXqS7JG8NXkkxTOlLOW5hCepkLxMDUzdmzqeFpp2IG0yPTq9MYOSkZBxQqohTZO2Z%2Bpn5mZ2y6xlhbL%2BxW6Lty8elQfJa7OQrAVZLQq2QqboVFoo1yoHsmdlV2a%2FzYnKOZarnivN7cyzytuQN5zvn%2F%2FtEsIS4ZK2pYZLVy0dWOa9rGo5sjxxedsK4xUFK4ZWBqw8uIq2Km3VT6vtV5eufr0mek1rgV7ByoLBtQFr6wtVCuWFfevc1%2B1dT1gvWd%2B1YfqGnRs%2BFYmKrhTbF5cVf9go3HjlG4dvyr%2BZ3JS0qavEuWTPZtJm6ebeLZ5bDpaql%2BaXDm4N2dq0Dd9WtO319kXbL5fNKNu7g7ZDuaO%2FPLi8ZafJzs07P1SkVPRU%2BlQ27tLdtWHX%2BG7R7ht7vPY07NXbW7z3%2FT7JvttVAVVN1WbVZftJ%2B7P3P66Jqun4lvttXa1ObXHtxwPSA%2F0HIw6217nU1R3SPVRSj9Yr60cOxx%2B%2B%2Fp3vdy0NNg1VjZzG4iNwRHnk6fcJ3%2FceDTradox7rOEH0x92HWcdL2pCmvKaRptTmvtbYlu6T8w%2B0dbq3nr8R9sfD5w0PFl5SvNUyWna6YLTk2fyz4ydlZ19fi753GDborZ752PO32oPb%2B%2B6EHTh0kX%2Fi%2Bc7vDvOXPK4dPKy2%2BUTV7hXmq86X23qdOo8%2FpPTT8e7nLuarrlca7nuer21e2b36RueN87d9L158Rb%2F1tWeOT3dvfN6b%2FfF9%2FXfFt1%2Bcif9zsu72Xcn7q28T7xf9EDtQdlD3YfVP1v%2B3Njv3H9qwHeg89HcR%2FcGhYPP%2FpH1jw9DBY%2BZj8uGDYbrnjg%2BOTniP3L96fynQ89kzyaeF%2F6i%2FsuuFxYvfvjV69fO0ZjRoZfyl5O%2FbXyl%2FerA6xmv28bCxh6%2ByXgzMV70VvvtwXfcdx3vo98PT%2BR8IH8o%2F2j5sfVT0Kf7kxmTk%2F8EA5jz%2FGMzLdsAAAAgY0hSTQAAeiUAAICDAAD5%2FwAAgOkAAHUwAADqYAAAOpgAABdvkl%2FFRgAABphJREFUeNqcV2twU9cR%2FnbPlVTHxpKRbNnBLyEbPyJisLEcPwgwUMKQtjNJAzNJZkgNNJOmJaZAaDKlxaXDTIBAcJtOOzSYKSkdiimhAdIMjyT4bYgBYxA2BgcUQPLrCiGDR4qt2x%2ByXTASFt1%2F957d7zt3z3d39xDCMQWUfgAz%2FRI%2FT4pSTAJpAGL8rECAXX7QFQGq9wOHOxYO1oCgjAdJj1wtB095Giv9TFuZAIWHAziATMPhTAwiHgUkYPXFJu92lMP%2F2MTpB1AKUCVEgNAcleUo1M%2B2F8TO6crSTncb1QleAOj2OTSX3Ge1p%2BVa42m5JrnzbnsCE8Ov%2BEHgpa0LPLvCJjZ%2FwhuIlN8wAcXG%2Be1LUn9hm238QU84p1Ld83nsXvuO7Lq%2BLzKYGAT6%2Fdn58m%2FHJTYf4O3EShkT8Irpzab1Uz9sGevT5%2BtWn%2Bj6NB4A5hp%2F5NSr43xjfd5rW5tT9e3OAhCBiCua5%2FWsDEls%2FhdvYklZSwDefmrT8eXmtzuDkb5YZ33p9ndylICAVjWxf39xw%2F5g5Luv%2F9H84ZWNcwNEypZT87rXjqyJB85UYDMJYN3U7UdLJ6%2F6JlgqV517teRqf9uTlug8e1zEk27HgD22o98WsTBh8fWxvjm6ApdONbGvse8LM5NUPOm1Cfabuz3nACAgxX0QEFTJAnjNvLJ%2BSepb14KRHnN%2BEv%2B1XJOhZs3Qu1mbG97J2NQgsXroa1dtxrGuf8cHi1mUtPTay0lv1DMJSCRVLtoX%2BFgGgDQNysBAcez89l9nbbsQSji7rlXkEhjPxb%2FQatHOcFu0M9zz419oFSRhj%2F3PuaHiyqasv1Con9NGxHAYUsoCxAqImbYSgCWmFbZQwdsur7N0eC4m6tT6%2FjUZ750Zeb82c%2BOZGLWh%2F2p%2FW%2BKfrmy0hIp%2FaVKpTSIJEqu2QgFx2iE8CwDp0RbH7Ljng%2F4yXr%2BXT3QdyhYsodS0slGr0g2OrEUK7eCrKW82SqzCVz3%2Fyfb6vRwM4xn9rN7JkRkOQRLmfJn2LBPxQjDBqp9lD7XbX7X8pKTP160zR2bdeiX5jYeU%2FnLSTztNkem3XL5eXbltRUkonBxdgZ2IIUmahUxERQSCVT%2BrK5hzQ89xQ6P8VaaK1f5VmRvqQ4G%2Blba%2Bnlnlb5brMhvlk7FBiaPzuwQEmEQhg5BOxMjWTncHc2501cQLkjDTsMCWpyuRQxFP0xXIJfp5FyVW4Zy7KajC06ItbiIGg6ZITBxDxIgbrr1jTSM0fibGIHz8O9sKK0GAibEua9spANh4aY2VmcEg%2BDEkiBgR%2FL2hYFgGtcErkQQAMVJgBxyy9hboZzv32v%2BKpr7qbEECTAIMAoaJa3qPTmNiiAAgJAjk6J5xhu6HDAIgQYGLmI29PocmMcI8MNYvT1ckfzD9H%2Fub5br4e4Me9WfOKqtyX6Ud2cwC449PRamifDm6Auc0rTXokci%2BXo1EAgBckiDuYGLjpTvntcGIA%2BSFcp6uUAaAI879VhWrRteYAqn%2Fedq758brXJ1327QMhgJcZjA3EBjNrgZjOG1PkAjyTGENMjZPq5ECQ0MDE9ERBqFZrk0OJ3i4x%2F7vyIjBxGERt3takgVJEAp9xq3f769WiPDNvSsJdT3HDOEASPelmoBRYT3Kzt5uMtwauJEgSOCpwrk1DIJCoNUMwj9v7MweP9XSQ8%2FhJPp496fZTAICvLqcyv2B7nRbrgCA03JN5h8ub7A8VqpB437xHvsOy3l3cyaB4L2uqxhti1WLMcSgZQCw7%2BbOooO3Pk4JBZIYYXISMV5sKH59UePM10GESRGpIf%2FbE92HU452HywSJIGIllctrhp6YAK5%2BfHds0lLtJFMXNwkV6fFqA29mROefqiMJj1h6um4a5vY%2F92dKGaBxIhU5zJTWW2cJmEgGOmeb3c8FxAfb9mdf2RzyGGv5MvU7QwuEySwKHFp%2Fc%2FM71zA%2F2F7b1RajnYdLAqMukMVu2YcfmDYE2MD7H%2B7%2FXlq6cRIJqm4zXM%2Bqd3TGjVBir43KSLlXjiELe5TsX%2B3%2FyW%2FST45PaAHbKmccWh12AP93JNZywj0kSABIobpiXRHjtZ6faout2tyZMadGLXBCxBcvl6NfaAz%2BtKdFmObpzWl2%2BtIIBACYy0t%2Fyj34M7HvsKUK%2BCGassvicX7alYDwwq%2BvykIEqPVa%2BQ9gdYk5%2BV%2BUE7lj3%2BFGbuBM%2FX5JUT8QwIVSSSZiTgmoFR2MfiqYFFPfjpkyrfWPopwxP47AP1pK1g9%2FdqeAAAAAElFTkSuQmCC%29%3Bbottom%3A50px%3Bleft%3A55px%7Ddiv%2Enetwork%2Dnavigation%2Edown%7Bbackground%2Dimage%3Aurl%28data%3Aimage%2Fpng%3Bbase64%2CiVBORw0KGgoAAAANSUhEUgAAAB4AAAAeCAYAAAA7MK6iAAAACXBIWXMAAAsTAAALEwEAmpwYAAAKT2lDQ1BQaG90b3Nob3AgSUNDIHByb2ZpbGUAAHjanVNnVFPpFj333vRCS4iAlEtvUhUIIFJCi4AUkSYqIQkQSoghodkVUcERRUUEG8igiAOOjoCMFVEsDIoK2AfkIaKOg6OIisr74Xuja9a89%2BbN%2FrXXPues852zzwfACAyWSDNRNYAMqUIeEeCDx8TG4eQuQIEKJHAAEAizZCFz%2FSMBAPh%2BPDwrIsAHvgABeNMLCADATZvAMByH%2Fw%2FqQplcAYCEAcB0kThLCIAUAEB6jkKmAEBGAYCdmCZTAKAEAGDLY2LjAFAtAGAnf%2BbTAICd%2BJl7AQBblCEVAaCRACATZYhEAGg7AKzPVopFAFgwABRmS8Q5ANgtADBJV2ZIALC3AMDOEAuyAAgMADBRiIUpAAR7AGDIIyN4AISZABRG8lc88SuuEOcqAAB4mbI8uSQ5RYFbCC1xB1dXLh4ozkkXKxQ2YQJhmkAuwnmZGTKBNA%2Fg88wAAKCRFRHgg%2FP9eM4Ors7ONo62Dl8t6r8G%2FyJiYuP%2B5c%2BrcEAAAOF0ftH%2BLC%2BzGoA7BoBt%2FqIl7gRoXgugdfeLZrIPQLUAoOnaV%2FNw%2BH48PEWhkLnZ2eXk5NhKxEJbYcpXff5nwl%2FAV%2F1s%2BX48%2FPf14L7iJIEyXYFHBPjgwsz0TKUcz5IJhGLc5o9H%2FLcL%2F%2Fwd0yLESWK5WCoU41EScY5EmozzMqUiiUKSKcUl0v9k4t8s%2BwM%2B3zUAsGo%2BAXuRLahdYwP2SycQWHTA4vcAAPK7b8HUKAgDgGiD4c93%2F%2B8%2F%2FUegJQCAZkmScQAAXkQkLlTKsz%2FHCAAARKCBKrBBG%2FTBGCzABhzBBdzBC%2FxgNoRCJMTCQhBCCmSAHHJgKayCQiiGzbAdKmAv1EAdNMBRaIaTcA4uwlW4Dj1wD%2FphCJ7BKLyBCQRByAgTYSHaiAFiilgjjggXmYX4IcFIBBKLJCDJiBRRIkuRNUgxUopUIFVIHfI9cgI5h1xGupE7yAAygvyGvEcxlIGyUT3UDLVDuag3GoRGogvQZHQxmo8WoJvQcrQaPYw2oefQq2gP2o8%2BQ8cwwOgYBzPEbDAuxsNCsTgsCZNjy7EirAyrxhqwVqwDu4n1Y8%2BxdwQSgUXACTYEd0IgYR5BSFhMWE7YSKggHCQ0EdoJNwkDhFHCJyKTqEu0JroR%2BcQYYjIxh1hILCPWEo8TLxB7iEPENyQSiUMyJ7mQAkmxpFTSEtJG0m5SI%2BksqZs0SBojk8naZGuyBzmULCAryIXkneTD5DPkG%2BQh8lsKnWJAcaT4U%2BIoUspqShnlEOU05QZlmDJBVaOaUt2ooVQRNY9aQq2htlKvUYeoEzR1mjnNgxZJS6WtopXTGmgXaPdpr%2Bh0uhHdlR5Ol9BX0svpR%2BiX6AP0dwwNhhWDx4hnKBmbGAcYZxl3GK%2BYTKYZ04sZx1QwNzHrmOeZD5lvVVgqtip8FZHKCpVKlSaVGyovVKmqpqreqgtV81XLVI%2BpXlN9rkZVM1PjqQnUlqtVqp1Q61MbU2epO6iHqmeob1Q%2FpH5Z%2FYkGWcNMw09DpFGgsV%2FjvMYgC2MZs3gsIWsNq4Z1gTXEJrHN2Xx2KruY%2FR27iz2qqaE5QzNKM1ezUvOUZj8H45hx%2BJx0TgnnKKeX836K3hTvKeIpG6Y0TLkxZVxrqpaXllirSKtRq0frvTau7aedpr1Fu1n7gQ5Bx0onXCdHZ4%2FOBZ3nU9lT3acKpxZNPTr1ri6qa6UbobtEd79up%2B6Ynr5egJ5Mb6feeb3n%2Bhx9L%2F1U%2FW36p%2FVHDFgGswwkBtsMzhg8xTVxbzwdL8fb8VFDXcNAQ6VhlWGX4YSRudE8o9VGjUYPjGnGXOMk423GbcajJgYmISZLTepN7ppSTbmmKaY7TDtMx83MzaLN1pk1mz0x1zLnm%2Beb15vft2BaeFostqi2uGVJsuRaplnutrxuhVo5WaVYVVpds0atna0l1rutu6cRp7lOk06rntZnw7Dxtsm2qbcZsOXYBtuutm22fWFnYhdnt8Wuw%2B6TvZN9un2N%2FT0HDYfZDqsdWh1%2Bc7RyFDpWOt6azpzuP33F9JbpL2dYzxDP2DPjthPLKcRpnVOb00dnF2e5c4PziIuJS4LLLpc%2BLpsbxt3IveRKdPVxXeF60vWdm7Obwu2o26%2FuNu5p7ofcn8w0nymeWTNz0MPIQ%2BBR5dE%2FC5%2BVMGvfrH5PQ0%2BBZ7XnIy9jL5FXrdewt6V3qvdh7xc%2B9j5yn%2BM%2B4zw33jLeWV%2FMN8C3yLfLT8Nvnl%2BF30N%2FI%2F9k%2F3r%2F0QCngCUBZwOJgUGBWwL7%2BHp8Ib%2BOPzrbZfay2e1BjKC5QRVBj4KtguXBrSFoyOyQrSH355jOkc5pDoVQfujW0Adh5mGLw34MJ4WHhVeGP45wiFga0TGXNXfR3ENz30T6RJZE3ptnMU85ry1KNSo%2Bqi5qPNo3ujS6P8YuZlnM1VidWElsSxw5LiquNm5svt%2F87fOH4p3iC%2BN7F5gvyF1weaHOwvSFpxapLhIsOpZATIhOOJTwQRAqqBaMJfITdyWOCnnCHcJnIi%2FRNtGI2ENcKh5O8kgqTXqS7JG8NXkkxTOlLOW5hCepkLxMDUzdmzqeFpp2IG0yPTq9MYOSkZBxQqohTZO2Z%2Bpn5mZ2y6xlhbL%2BxW6Lty8elQfJa7OQrAVZLQq2QqboVFoo1yoHsmdlV2a%2FzYnKOZarnivN7cyzytuQN5zvn%2F%2FtEsIS4ZK2pYZLVy0dWOa9rGo5sjxxedsK4xUFK4ZWBqw8uIq2Km3VT6vtV5eufr0mek1rgV7ByoLBtQFr6wtVCuWFfevc1%2B1dT1gvWd%2B1YfqGnRs%2BFYmKrhTbF5cVf9go3HjlG4dvyr%2BZ3JS0qavEuWTPZtJm6ebeLZ5bDpaql%2BaXDm4N2dq0Dd9WtO319kXbL5fNKNu7g7ZDuaO%2FPLi8ZafJzs07P1SkVPRU%2BlQ27tLdtWHX%2BG7R7ht7vPY07NXbW7z3%2FT7JvttVAVVN1WbVZftJ%2B7P3P66Jqun4lvttXa1ObXHtxwPSA%2F0HIw6217nU1R3SPVRSj9Yr60cOxx%2B%2B%2Fp3vdy0NNg1VjZzG4iNwRHnk6fcJ3%2FceDTradox7rOEH0x92HWcdL2pCmvKaRptTmvtbYlu6T8w%2B0dbq3nr8R9sfD5w0PFl5SvNUyWna6YLTk2fyz4ydlZ19fi753GDborZ752PO32oPb%2B%2B6EHTh0kX%2Fi%2Bc7vDvOXPK4dPKy2%2BUTV7hXmq86X23qdOo8%2FpPTT8e7nLuarrlca7nuer21e2b36RueN87d9L158Rb%2F1tWeOT3dvfN6b%2FfF9%2FXfFt1%2Bcif9zsu72Xcn7q28T7xf9EDtQdlD3YfVP1v%2B3Njv3H9qwHeg89HcR%2FcGhYPP%2FpH1jw9DBY%2BZj8uGDYbrnjg%2BOTniP3L96fynQ89kzyaeF%2F6i%2FsuuFxYvfvjV69fO0ZjRoZfyl5O%2FbXyl%2FerA6xmv28bCxh6%2ByXgzMV70VvvtwXfcdx3vo98PT%2BR8IH8o%2F2j5sfVT0Kf7kxmTk%2F8EA5jz%2FGMzLdsAAAAgY0hSTQAAeiUAAICDAAD5%2FwAAgOkAAHUwAADqYAAAOpgAABdvkl%2FFRgAABpdJREFUeNqcV21QlNcVfp5zX9ikoAvLEsAIIgsoHwpqWAQUNKLNaNv8iZ1JMkNG6%2FQj%2FdDUyCSTtCHpmEkwVk3TToZRMjXj5MOG2KidjIkxQYSAQUAtX6IgIN8su8KCoOzbH4sk4q5g77%2F33uee555z7rnneYmZDB2MKcJKlyYbqOsZVIgGEOgSHQoy4AKbFFjqAo5dWn%2FrNAh9OpO852oeJHYxtrmEu4WALhMbxG2ZE9uFAlImDRLY%2Ft%2Fy0b3Ig%2Bu%2BiWOKsAlgIZSb0OIf15kWtKo1NXh1d5xxiSPEN2wUAHrGOg11jirjWVtJyFnb6YgrzoYwocClu0DI5guPDb43Y2LLp%2FIaqf9JCGSErGvIifxd7aqQn%2FTOJCvFvZ8Hf9haEH%2Bm%2F6sFQgHBv1Sts%2F15WmJLkeyl6FuFwFPzny1%2FZdE7Nfg%2Fxhv1uUmH2w6kggQp%2Byqze7d5JbZ8Im%2BKpucSwI6EN7%2FcYtlxZarBCts3ptfrtq9odjaGKihE%2BsV0vRC3u8RqWmmbij149W%2BWd5p2rnET6bsqsntyb6%2BpO3KqkE8FvLxo74lNUX9s9uTJb8%2F9fG2L81KoogJFYfCm3b9usNq0MXxzw1RsUkDqQICPqf%2Fb%2Fq8sQi3j4WdmtV47OFgNAO6r%2BDEUFAtFAc9YtpXmRP6hxVsI24cvhyoqnFtrK6jM7isgBa3Dl0O94TeGb255MvzXpUIFjVrhxo%2FdzgoARBuwFQJkBK9reCnurxfvXX8CRW3yW1G749vT2Br7ysW0oNX1pKDTPG%2Brm1gHRbibAHLm%2F7522sKnQCZqFgCUaBCqaS%2FbEw9vqtWoQROf3dBBiT6KTACImZ3YueqhDdOWjDbFQ4IzIl4elNUX5begU1HD6lPRmULKeghhDcpqnUmZuD3%2BnkgTH6gZEE9ctlZSoGmG9UIynSCsQVndMyX%2BIZGiBoHMjHh2SreCglClaSBiSEG8cYnD24bv7CWms%2F3FocO3hnw13plTggAFb196NdlPM44tC0zrSg5ItXmyEz070UEKCMRqQgkkBQ9NvL2eSJ%2BrevoJTORSpoT6do4%2F7%2F7UShBFHQexM%2BHdfyUHWO8iN%2FuaRzX3%2FQjUSLlnqM72F4cCRIY5u9Zf%2BY%2BBAv4AvzpkQ7WAIBRujA%2F7Vg6cia9xlId6InafVEAAGnQMUCSkb6zTMPdBy8hU3JjrphIq%2BCrD%2BMvxeyumrr%2B4IH9y7o2GF5eDghuuGx4L2zbWZ9Dc0RoQRbkkFNRdP2%2F0BH7EtLJLKCjr%2Bzqh2l5u8haZ847vTBW24kRFQXKAtcsT5oqz3igQENIoECkjBJUDZSGewBlBj%2FammjLrdX1c%2Ft70ero34gMte9IByLLAjPrUwKweT5jawQshdIuGMiF5XEBU2koivBl9NeEfJeYHwuxtI81zPrn2z6ip60c6DkV1jLTOCTaE2HNjd5Z4s9MwWBOhqEHp%2FI9cWDtUrJNoHm4KO9P7hdnTBoMYXI8Gb6gVCg63FS53jg9O5tA57tSOdHywnCAygrJrfcTgUe5U2cvNHSPtYYoKCWlrTgsIneB2AfFR%2B4F4b6f9ZdTzF6P8Ytud407%2Fdy%2FnL7k9X9i8J9l5y%2BEf6RfbnjPvWa8N5suez%2BKFCgqyPY95Lnd3stv2AcBZ2%2BmFbze%2Blui1xc3dXCUUlPafXNx4%2FaKxcajWWNp%2FMklRw8%2FmPFntbd%2Bh1oLE847KhQQxejVg36QQqD0MPTzHv42Ux%2BuGasJNBnPfwllJd71kkX7RQ3WDNf7dox3BLcNNs6vt34bbbvYHJhlTGp6O%2BJVHb0%2F2HJtX1PH%2BaqECqG%2F5YN1nlXcokGvvO6vCc4x%2BQskotxVHB%2Fqa%2BxbOWuzw8NB3nuo%2BHt0z2hHsuGU3GrWAoZfi3jrxgHpw3BPpobaCH7vbqOw6mHI836vYW3Eqcq9AtioqbJy7ufQ3lhfu8sR%2Bs9%2B3vL8klACsQSu7AnxMY1MxH7YXJp7oPpLulrrj%2B9575Ni2aeVt1teWfEWfHQLCaspseHzOU7VWU%2BaM5G2NoyL4i%2B6j8XWDNQsmGsKu%2Fcv%2BnTtjQb%2Fmm7hfENyvqEAK5v8opjPJaL26KGBpd5TfguuBvuZRgBgY6zO0jlyZXXe9JqR%2B8MK8ntHOMHfHIkhu2b%2F0yIH7%2FoXJ0yFlxYnPUdRbvuILgO7%2By%2B91l6Ka6M%2BcnCf4fMSypXvymHf%2FvzBTD3CuNGUFKT8lmK5Rs5ASqKiBlAGBXFaiSuni0fkp1pJ7Ed4e%2FxsAqLk46EWsG1EAAAAASUVORK5CYII%3D%29%3Bbottom%3A10px%3Bleft%3A55px%7Ddiv%2Enetwork%2Dnavigation%2Eleft%7Bbackground%2Dimage%3Aurl%28data%3Aimage%2Fpng%3Bbase64%2CiVBORw0KGgoAAAANSUhEUgAAAB4AAAAeCAYAAAA7MK6iAAAACXBIWXMAAAsTAAALEwEAmpwYAAAKT2lDQ1BQaG90b3Nob3AgSUNDIHByb2ZpbGUAAHjanVNnVFPpFj333vRCS4iAlEtvUhUIIFJCi4AUkSYqIQkQSoghodkVUcERRUUEG8igiAOOjoCMFVEsDIoK2AfkIaKOg6OIisr74Xuja9a89%2BbN%2FrXXPues852zzwfACAyWSDNRNYAMqUIeEeCDx8TG4eQuQIEKJHAAEAizZCFz%2FSMBAPh%2BPDwrIsAHvgABeNMLCADATZvAMByH%2Fw%2FqQplcAYCEAcB0kThLCIAUAEB6jkKmAEBGAYCdmCZTAKAEAGDLY2LjAFAtAGAnf%2BbTAICd%2BJl7AQBblCEVAaCRACATZYhEAGg7AKzPVopFAFgwABRmS8Q5ANgtADBJV2ZIALC3AMDOEAuyAAgMADBRiIUpAAR7AGDIIyN4AISZABRG8lc88SuuEOcqAAB4mbI8uSQ5RYFbCC1xB1dXLh4ozkkXKxQ2YQJhmkAuwnmZGTKBNA%2Fg88wAAKCRFRHgg%2FP9eM4Ors7ONo62Dl8t6r8G%2FyJiYuP%2B5c%2BrcEAAAOF0ftH%2BLC%2BzGoA7BoBt%2FqIl7gRoXgugdfeLZrIPQLUAoOnaV%2FNw%2BH48PEWhkLnZ2eXk5NhKxEJbYcpXff5nwl%2FAV%2F1s%2BX48%2FPf14L7iJIEyXYFHBPjgwsz0TKUcz5IJhGLc5o9H%2FLcL%2F%2Fwd0yLESWK5WCoU41EScY5EmozzMqUiiUKSKcUl0v9k4t8s%2BwM%2B3zUAsGo%2BAXuRLahdYwP2SycQWHTA4vcAAPK7b8HUKAgDgGiD4c93%2F%2B8%2F%2FUegJQCAZkmScQAAXkQkLlTKsz%2FHCAAARKCBKrBBG%2FTBGCzABhzBBdzBC%2FxgNoRCJMTCQhBCCmSAHHJgKayCQiiGzbAdKmAv1EAdNMBRaIaTcA4uwlW4Dj1wD%2FphCJ7BKLyBCQRByAgTYSHaiAFiilgjjggXmYX4IcFIBBKLJCDJiBRRIkuRNUgxUopUIFVIHfI9cgI5h1xGupE7yAAygvyGvEcxlIGyUT3UDLVDuag3GoRGogvQZHQxmo8WoJvQcrQaPYw2oefQq2gP2o8%2BQ8cwwOgYBzPEbDAuxsNCsTgsCZNjy7EirAyrxhqwVqwDu4n1Y8%2BxdwQSgUXACTYEd0IgYR5BSFhMWE7YSKggHCQ0EdoJNwkDhFHCJyKTqEu0JroR%2BcQYYjIxh1hILCPWEo8TLxB7iEPENyQSiUMyJ7mQAkmxpFTSEtJG0m5SI%2BksqZs0SBojk8naZGuyBzmULCAryIXkneTD5DPkG%2BQh8lsKnWJAcaT4U%2BIoUspqShnlEOU05QZlmDJBVaOaUt2ooVQRNY9aQq2htlKvUYeoEzR1mjnNgxZJS6WtopXTGmgXaPdpr%2Bh0uhHdlR5Ol9BX0svpR%2BiX6AP0dwwNhhWDx4hnKBmbGAcYZxl3GK%2BYTKYZ04sZx1QwNzHrmOeZD5lvVVgqtip8FZHKCpVKlSaVGyovVKmqpqreqgtV81XLVI%2BpXlN9rkZVM1PjqQnUlqtVqp1Q61MbU2epO6iHqmeob1Q%2FpH5Z%2FYkGWcNMw09DpFGgsV%2FjvMYgC2MZs3gsIWsNq4Z1gTXEJrHN2Xx2KruY%2FR27iz2qqaE5QzNKM1ezUvOUZj8H45hx%2BJx0TgnnKKeX836K3hTvKeIpG6Y0TLkxZVxrqpaXllirSKtRq0frvTau7aedpr1Fu1n7gQ5Bx0onXCdHZ4%2FOBZ3nU9lT3acKpxZNPTr1ri6qa6UbobtEd79up%2B6Ynr5egJ5Mb6feeb3n%2Bhx9L%2F1U%2FW36p%2FVHDFgGswwkBtsMzhg8xTVxbzwdL8fb8VFDXcNAQ6VhlWGX4YSRudE8o9VGjUYPjGnGXOMk423GbcajJgYmISZLTepN7ppSTbmmKaY7TDtMx83MzaLN1pk1mz0x1zLnm%2Beb15vft2BaeFostqi2uGVJsuRaplnutrxuhVo5WaVYVVpds0atna0l1rutu6cRp7lOk06rntZnw7Dxtsm2qbcZsOXYBtuutm22fWFnYhdnt8Wuw%2B6TvZN9un2N%2FT0HDYfZDqsdWh1%2Bc7RyFDpWOt6azpzuP33F9JbpL2dYzxDP2DPjthPLKcRpnVOb00dnF2e5c4PziIuJS4LLLpc%2BLpsbxt3IveRKdPVxXeF60vWdm7Obwu2o26%2FuNu5p7ofcn8w0nymeWTNz0MPIQ%2BBR5dE%2FC5%2BVMGvfrH5PQ0%2BBZ7XnIy9jL5FXrdewt6V3qvdh7xc%2B9j5yn%2BM%2B4zw33jLeWV%2FMN8C3yLfLT8Nvnl%2BF30N%2FI%2F9k%2F3r%2F0QCngCUBZwOJgUGBWwL7%2BHp8Ib%2BOPzrbZfay2e1BjKC5QRVBj4KtguXBrSFoyOyQrSH355jOkc5pDoVQfujW0Adh5mGLw34MJ4WHhVeGP45wiFga0TGXNXfR3ENz30T6RJZE3ptnMU85ry1KNSo%2Bqi5qPNo3ujS6P8YuZlnM1VidWElsSxw5LiquNm5svt%2F87fOH4p3iC%2BN7F5gvyF1weaHOwvSFpxapLhIsOpZATIhOOJTwQRAqqBaMJfITdyWOCnnCHcJnIi%2FRNtGI2ENcKh5O8kgqTXqS7JG8NXkkxTOlLOW5hCepkLxMDUzdmzqeFpp2IG0yPTq9MYOSkZBxQqohTZO2Z%2Bpn5mZ2y6xlhbL%2BxW6Lty8elQfJa7OQrAVZLQq2QqboVFoo1yoHsmdlV2a%2FzYnKOZarnivN7cyzytuQN5zvn%2F%2FtEsIS4ZK2pYZLVy0dWOa9rGo5sjxxedsK4xUFK4ZWBqw8uIq2Km3VT6vtV5eufr0mek1rgV7ByoLBtQFr6wtVCuWFfevc1%2B1dT1gvWd%2B1YfqGnRs%2BFYmKrhTbF5cVf9go3HjlG4dvyr%2BZ3JS0qavEuWTPZtJm6ebeLZ5bDpaql%2BaXDm4N2dq0Dd9WtO319kXbL5fNKNu7g7ZDuaO%2FPLi8ZafJzs07P1SkVPRU%2BlQ27tLdtWHX%2BG7R7ht7vPY07NXbW7z3%2FT7JvttVAVVN1WbVZftJ%2B7P3P66Jqun4lvttXa1ObXHtxwPSA%2F0HIw6217nU1R3SPVRSj9Yr60cOxx%2B%2B%2Fp3vdy0NNg1VjZzG4iNwRHnk6fcJ3%2FceDTradox7rOEH0x92HWcdL2pCmvKaRptTmvtbYlu6T8w%2B0dbq3nr8R9sfD5w0PFl5SvNUyWna6YLTk2fyz4ydlZ19fi753GDborZ752PO32oPb%2B%2B6EHTh0kX%2Fi%2Bc7vDvOXPK4dPKy2%2BUTV7hXmq86X23qdOo8%2FpPTT8e7nLuarrlca7nuer21e2b36RueN87d9L158Rb%2F1tWeOT3dvfN6b%2FfF9%2FXfFt1%2Bcif9zsu72Xcn7q28T7xf9EDtQdlD3YfVP1v%2B3Njv3H9qwHeg89HcR%2FcGhYPP%2FpH1jw9DBY%2BZj8uGDYbrnjg%2BOTniP3L96fynQ89kzyaeF%2F6i%2FsuuFxYvfvjV69fO0ZjRoZfyl5O%2FbXyl%2FerA6xmv28bCxh6%2ByXgzMV70VvvtwXfcdx3vo98PT%2BR8IH8o%2F2j5sfVT0Kf7kxmTk%2F8EA5jz%2FGMzLdsAAAAgY0hSTQAAeiUAAICDAAD5%2FwAAgOkAAHUwAADqYAAAOpgAABdvkl%2FFRgAABt5JREFUeNqsl2lUlOcVx%2F%2F3Pi9DZRsGBgYiS2RYBQKIjAhEJW4pNrXNMbZpWtTGNkttYmJMG5soSZckRk%2B0p%2BdYPYY0Gk0ihlhRj63GhVUgBhDD5oIOy8AAMwzD4lCYtx%2BGqCQKuNyP7%2FPc%2B3u2%2B7%2F3JUzEZFBYLh62S7yIZDmVBEIBqOwsQ4DNdtBFASq2A4cuZAwVgCCPF5LGHM0Chz%2BE1XamzUyAzCMO7IhMI%2B5MDCK%2BHpCANd%2BU2rYgC%2FY7BoflYgVA2RAOoNYtyjDTe45%2Bhk96e5QywaJR%2BNsAwDhocK61VCjLTYWaclNB0OW%2Ben8mhl22g8C%2Frn7U%2BuGEwdov%2BC0i%2BQ0mIFWzoD7zwVU1czQ%2F6pjIreR3HPX5VL9jalHXiQgmBoH%2BXLHAtH5csDaXtxDLLzIBv5jyfOmG2H9U4S7snbpX43KaPpgBIhDx1rPzOlbfPC5GQT%2Fnd1mS1zABa6PfPf5y5F%2FrcJeWpp7fPkly6f7KXBRCoOSATFfXll19x74HDsvFCghsJAG8HrvlvytCXm7EPVqc5wyzp5NX15muE1omKXXyMnd9yy5r5Q3wPghvJzrLAlimXV38%2B7D1DbhPFq1M6O4b6rPVWKsCBfHi5EWWv9TkQBYAEPpLvERMC9N8FtRvjt9dPl6wwo5jPvuas7WV5jNqEjz8wA%2BCBsaan%2Bw9x1hrrXJtuaZX97ooLfqPLCUEGRR%2BiOwAsF2X98Uc30W3fb02u41frVqeVmo6FUkkwCAwCWxJ2Ls%2F0TPFNBb8TNdp9WvnVz4OAKdmX2QOzcMsAAjziDGMBd3asCF6SXHyknJTfqQTK%2BzpvhnVKT5zawCgzFTgN94pJXvP7gxxjTAIkpB%2BMnSWRMQZYEDnPVt%2FK4ejbZ%2F77726Lb6h95tAAiPELaJ1bcTbRfGeM8xv1azWSeyEa0P9igk%2BNr1%2BoNFfkpwzJCJKIQA679ntN08yDXYo3qh%2BLuUrc0E4EcNL4dP7VNDzpU8FP3vpekoQQ5CEw4bPdEfa9%2BsAgEZUmkmAAAS5hLQ9p11XGO%2BpM8V5JLUfMeQARDMlEMKIGFOVCZYb0C7Fz0oeXmIZ6nZzYoV9od%2FjVS%2BGbahUOnn9b7T6sEOviUGyA8bMDlUa0W79wBW%2FbZf%2BlrY98cDBUI8YCxGDgHCJiVVEDN8R7QWAE8Z%2F%2B1mGut2i3eP1r0S%2BXRztkdBzq6NbF7WpbF3UprKxjvfHxbrfttla%2FQBArVDbJJIAQCURMRg8ugrKIAKBSNxzHtN3VdmxY0iQYSZmTeegwTlgknYAAB7RZBh2Nm7urbeeC1r19ROT52kWn3shfH2Fu1AO3RxjY%2F0fdac7%2FhPPJMDE11GC%2BHpBJmIEuAS3Oa6w01lybMbMgvgCE6O255zy24DeCr%2FBvckn9%2Bu8ZjXYIYvjxoMJy8oeXZrT9GHIqMWTwA2oI6cFMeDIcAiSEOyibXsmZG0hAFzuq1OyY6xBAnMJgdPOmks08zU%2FbbsB9x18P37PqS%2Fb8%2Bo%2Fa96ZcLm3PmBH46Z5x40HW1eFvl4Uq0w0MwiCBOb7%2FqTsd6GvVY537DXWas1Iw1AiNJnOgwJi%2BbXhAbE08OnvaXSIW0TvYw88eaF%2FuM%2FWNdju3m5r9TlhPBzVNNDoPGC%2F5tRma%2FGJ80xqjPPUjVuvP2narrMOWd1Jlv%2FE1fN782UiNPZf9C%2FqOKa%2BndOz2j%2Bcz046sn%2B6KrVOsODirpOxld0lUxmEBK%2FktvGgFd2l6taBZn9BAtEz5xYIvAn4%2F8rFKkgstAyZ6Yf%2BS67ezlkiSU73XXRV6xqh93TyssR4JF75efBvymLdE03jgT%2FWb5tutLWpGbTm7wHZxQQAT%2ByDuKLyHRIk4cnAZ4pfCF9%2FHvfR9uh3xBxtz00BANsVDylnac6wAICaHMiBmW5NRLy4trcq0MtZ3RnpHme5H9AvjYeCc1t3pzMJgOSVnyw4eHZUB9Kyu68iMFPpysSppab8UJVC3Rnp%2FpDlXqF7mnYsdKQbv7cr6fDGW%2FZczbt6jgUtV6kIlFxuyg%2FtH%2B6zJXmlGe8G%2BmlzdsyB1j3pTAwZ9q3%2FSspbc9tmDwD0H3UffXCFlyuTlFpnPRdYb612c5c8%2BidPCu6fCLDKUubzsf6fSaWm0wmO9hbvZU8fDR2zoZ97OuppAu0UJEDEmOISZohT6q7Gek5rD3GN6FEp1DaAYB7sdNYPXPao7anS1Fmrg402g7%2BjYhGIaOXOaQc%2BuONfmCwZXJIf8xKx2KRgxYgOS%2BCROuyoyQKCxIhkOr4T6JWgxGnvZ1HWnf%2FCfHcBXxcnpRHxYwRKkUjSErFKkAQiNjP4kmBRTHbKm5KkKxwL%2BK39fwDX1XGF8ct%2B%2BQAAAABJRU5ErkJggg%3D%3D%29%3Bbottom%3A10px%3Bleft%3A15px%7Ddiv%2Enetwork%2Dnavigation%2Eright%7Bbackground%2Dimage%3Aurl%28data%3Aimage%2Fpng%3Bbase64%2CiVBORw0KGgoAAAANSUhEUgAAAB4AAAAeCAYAAAA7MK6iAAAACXBIWXMAAAsTAAALEwEAmpwYAAAKT2lDQ1BQaG90b3Nob3AgSUNDIHByb2ZpbGUAAHjanVNnVFPpFj333vRCS4iAlEtvUhUIIFJCi4AUkSYqIQkQSoghodkVUcERRUUEG8igiAOOjoCMFVEsDIoK2AfkIaKOg6OIisr74Xuja9a89%2BbN%2FrXXPues852zzwfACAyWSDNRNYAMqUIeEeCDx8TG4eQuQIEKJHAAEAizZCFz%2FSMBAPh%2BPDwrIsAHvgABeNMLCADATZvAMByH%2Fw%2FqQplcAYCEAcB0kThLCIAUAEB6jkKmAEBGAYCdmCZTAKAEAGDLY2LjAFAtAGAnf%2BbTAICd%2BJl7AQBblCEVAaCRACATZYhEAGg7AKzPVopFAFgwABRmS8Q5ANgtADBJV2ZIALC3AMDOEAuyAAgMADBRiIUpAAR7AGDIIyN4AISZABRG8lc88SuuEOcqAAB4mbI8uSQ5RYFbCC1xB1dXLh4ozkkXKxQ2YQJhmkAuwnmZGTKBNA%2Fg88wAAKCRFRHgg%2FP9eM4Ors7ONo62Dl8t6r8G%2FyJiYuP%2B5c%2BrcEAAAOF0ftH%2BLC%2BzGoA7BoBt%2FqIl7gRoXgugdfeLZrIPQLUAoOnaV%2FNw%2BH48PEWhkLnZ2eXk5NhKxEJbYcpXff5nwl%2FAV%2F1s%2BX48%2FPf14L7iJIEyXYFHBPjgwsz0TKUcz5IJhGLc5o9H%2FLcL%2F%2Fwd0yLESWK5WCoU41EScY5EmozzMqUiiUKSKcUl0v9k4t8s%2BwM%2B3zUAsGo%2BAXuRLahdYwP2SycQWHTA4vcAAPK7b8HUKAgDgGiD4c93%2F%2B8%2F%2FUegJQCAZkmScQAAXkQkLlTKsz%2FHCAAARKCBKrBBG%2FTBGCzABhzBBdzBC%2FxgNoRCJMTCQhBCCmSAHHJgKayCQiiGzbAdKmAv1EAdNMBRaIaTcA4uwlW4Dj1wD%2FphCJ7BKLyBCQRByAgTYSHaiAFiilgjjggXmYX4IcFIBBKLJCDJiBRRIkuRNUgxUopUIFVIHfI9cgI5h1xGupE7yAAygvyGvEcxlIGyUT3UDLVDuag3GoRGogvQZHQxmo8WoJvQcrQaPYw2oefQq2gP2o8%2BQ8cwwOgYBzPEbDAuxsNCsTgsCZNjy7EirAyrxhqwVqwDu4n1Y8%2BxdwQSgUXACTYEd0IgYR5BSFhMWE7YSKggHCQ0EdoJNwkDhFHCJyKTqEu0JroR%2BcQYYjIxh1hILCPWEo8TLxB7iEPENyQSiUMyJ7mQAkmxpFTSEtJG0m5SI%2BksqZs0SBojk8naZGuyBzmULCAryIXkneTD5DPkG%2BQh8lsKnWJAcaT4U%2BIoUspqShnlEOU05QZlmDJBVaOaUt2ooVQRNY9aQq2htlKvUYeoEzR1mjnNgxZJS6WtopXTGmgXaPdpr%2Bh0uhHdlR5Ol9BX0svpR%2BiX6AP0dwwNhhWDx4hnKBmbGAcYZxl3GK%2BYTKYZ04sZx1QwNzHrmOeZD5lvVVgqtip8FZHKCpVKlSaVGyovVKmqpqreqgtV81XLVI%2BpXlN9rkZVM1PjqQnUlqtVqp1Q61MbU2epO6iHqmeob1Q%2FpH5Z%2FYkGWcNMw09DpFGgsV%2FjvMYgC2MZs3gsIWsNq4Z1gTXEJrHN2Xx2KruY%2FR27iz2qqaE5QzNKM1ezUvOUZj8H45hx%2BJx0TgnnKKeX836K3hTvKeIpG6Y0TLkxZVxrqpaXllirSKtRq0frvTau7aedpr1Fu1n7gQ5Bx0onXCdHZ4%2FOBZ3nU9lT3acKpxZNPTr1ri6qa6UbobtEd79up%2B6Ynr5egJ5Mb6feeb3n%2Bhx9L%2F1U%2FW36p%2FVHDFgGswwkBtsMzhg8xTVxbzwdL8fb8VFDXcNAQ6VhlWGX4YSRudE8o9VGjUYPjGnGXOMk423GbcajJgYmISZLTepN7ppSTbmmKaY7TDtMx83MzaLN1pk1mz0x1zLnm%2Beb15vft2BaeFostqi2uGVJsuRaplnutrxuhVo5WaVYVVpds0atna0l1rutu6cRp7lOk06rntZnw7Dxtsm2qbcZsOXYBtuutm22fWFnYhdnt8Wuw%2B6TvZN9un2N%2FT0HDYfZDqsdWh1%2Bc7RyFDpWOt6azpzuP33F9JbpL2dYzxDP2DPjthPLKcRpnVOb00dnF2e5c4PziIuJS4LLLpc%2BLpsbxt3IveRKdPVxXeF60vWdm7Obwu2o26%2FuNu5p7ofcn8w0nymeWTNz0MPIQ%2BBR5dE%2FC5%2BVMGvfrH5PQ0%2BBZ7XnIy9jL5FXrdewt6V3qvdh7xc%2B9j5yn%2BM%2B4zw33jLeWV%2FMN8C3yLfLT8Nvnl%2BF30N%2FI%2F9k%2F3r%2F0QCngCUBZwOJgUGBWwL7%2BHp8Ib%2BOPzrbZfay2e1BjKC5QRVBj4KtguXBrSFoyOyQrSH355jOkc5pDoVQfujW0Adh5mGLw34MJ4WHhVeGP45wiFga0TGXNXfR3ENz30T6RJZE3ptnMU85ry1KNSo%2Bqi5qPNo3ujS6P8YuZlnM1VidWElsSxw5LiquNm5svt%2F87fOH4p3iC%2BN7F5gvyF1weaHOwvSFpxapLhIsOpZATIhOOJTwQRAqqBaMJfITdyWOCnnCHcJnIi%2FRNtGI2ENcKh5O8kgqTXqS7JG8NXkkxTOlLOW5hCepkLxMDUzdmzqeFpp2IG0yPTq9MYOSkZBxQqohTZO2Z%2Bpn5mZ2y6xlhbL%2BxW6Lty8elQfJa7OQrAVZLQq2QqboVFoo1yoHsmdlV2a%2FzYnKOZarnivN7cyzytuQN5zvn%2F%2FtEsIS4ZK2pYZLVy0dWOa9rGo5sjxxedsK4xUFK4ZWBqw8uIq2Km3VT6vtV5eufr0mek1rgV7ByoLBtQFr6wtVCuWFfevc1%2B1dT1gvWd%2B1YfqGnRs%2BFYmKrhTbF5cVf9go3HjlG4dvyr%2BZ3JS0qavEuWTPZtJm6ebeLZ5bDpaql%2BaXDm4N2dq0Dd9WtO319kXbL5fNKNu7g7ZDuaO%2FPLi8ZafJzs07P1SkVPRU%2BlQ27tLdtWHX%2BG7R7ht7vPY07NXbW7z3%2FT7JvttVAVVN1WbVZftJ%2B7P3P66Jqun4lvttXa1ObXHtxwPSA%2F0HIw6217nU1R3SPVRSj9Yr60cOxx%2B%2B%2Fp3vdy0NNg1VjZzG4iNwRHnk6fcJ3%2FceDTradox7rOEH0x92HWcdL2pCmvKaRptTmvtbYlu6T8w%2B0dbq3nr8R9sfD5w0PFl5SvNUyWna6YLTk2fyz4ydlZ19fi753GDborZ752PO32oPb%2B%2B6EHTh0kX%2Fi%2Bc7vDvOXPK4dPKy2%2BUTV7hXmq86X23qdOo8%2FpPTT8e7nLuarrlca7nuer21e2b36RueN87d9L158Rb%2F1tWeOT3dvfN6b%2FfF9%2FXfFt1%2Bcif9zsu72Xcn7q28T7xf9EDtQdlD3YfVP1v%2B3Njv3H9qwHeg89HcR%2FcGhYPP%2FpH1jw9DBY%2BZj8uGDYbrnjg%2BOTniP3L96fynQ89kzyaeF%2F6i%2FsuuFxYvfvjV69fO0ZjRoZfyl5O%2FbXyl%2FerA6xmv28bCxh6%2ByXgzMV70VvvtwXfcdx3vo98PT%2BR8IH8o%2F2j5sfVT0Kf7kxmTk%2F8EA5jz%2FGMzLdsAAAAgY0hSTQAAeiUAAICDAAD5%2FwAAgOkAAHUwAADqYAAAOpgAABdvkl%2FFRgAABs1JREFUeNqsl3tQlOcVxp9z3m%2BXygK7C4sLxkW5o4CAkYssFSkRjabjJEOSJm1IbZx2krapiZdeprW0NVVJ0pqMM0kYJQlqkoZImGioE1ItiCAgIsFwE4Es99vCslwChf36xy5EW1A0Pn9%2B73fO772e93kJC5EMCszFd20SbyFZNpJAAACtjWUI8KAN1CRAJTbg9LXNU%2BdBkG%2BXkm7Zmg4OWoUdNqZXmQCZHQFsz0yOcCYGEc8mJGDnl2UTh5AO2x2DA3OxDaAsCDvQ32VF11qP9aZYz6SeFeooi17pPQEAvZNdTnWWKnWFuVhfYT7v0zza4M3EsMk2EPgnNZusby8Y7P8x%2F5lI%2FgMTYNSnNKQt%2F0Xtev1DfQtZlaK%2BM54fmDJXXhg4G8zEINBfqlLMe28L9s%2FlQ8Tyr5iAJ32fK%2Ftj%2BOFq3IUO1O%2BJyGk7GgsiEPFrlQ%2F07bixXdwEPckHWZJ3MgG7Qw9%2B%2FmLIS%2FW4SyXoNvQskpyHLg1e8CNQ3NI0laoje7Tg%2F8CBudgGgQwSwO%2FDD322ze%2FFFnxLRWhiBzUK94GLA2f9mSTjfU%2B7mjqyrVe%2BAX8I4aGgShbA0%2F47Sn4ZuLcR90ih6qih0anRiVprtUEQb43bYtlXmwNZAEDAj%2FACMW1M8ExpeDXyWMVCEl4yF7vntR%2FzLeov8JJlWfZR%2BY3N92%2Bcx%2FreOmu1quNrk27EWW0xvWspJcigoNNkA4C3Yk59vH7xltvu3ktDxe7PX34ilQCQfeci1j2xfn94ZrGCneY8uxcHCnW%2Fvbr9EQD4d2ITc8AprAOAQLewroVAAaB8oMiLiRHvmVy7znNTjWCFrXKoJOSHFQ%2BkvnF9f%2Bjco07s91MFdwmSkHQuYB0T8WYwIcYj0bTQdRufGlFKJMFVaCb%2FGvZW6aGI4yeXOwd2mr%2Fu05zsyDY%2BW5X64Nm%2BfO85NpuJiCFJTpslIoonADEeiT2zIzIXuh%2Bo25PQNtbsNVMOBUn2g08MiSTHN3uZjNTEDr4dnX%2F6H%2B1H%2FXPasmKvW%2BsMGfW%2FMXzende4K3h%2FibvSYxIAItyie%2FK7cgCitQxCIBFjpTrKMgM%2BWPfrhLbxFi9iMQtlYjAJSCSBSYBAIPBNI3p86TPXj8bk56R4PVylFE626uFLQc9efiTVPDmgBIAAtzALEYNBQRITa4kYix21FwBax655CVagPLk7806Pj1qo%2F7MraF%2FFQ14%2FaMhszYhvGqn3KTef89rklWrSKXUTkn3mtJK9Bzf3XJA0e%2FPcrdgxIwSCDPmbZMQgABJkDBKzvn%2Byy2npIv9xAPB1Ceo2jTZ7Gc8afipIgEhAkACDwcSQQZBIIGnx5it7gg%2BU3wgcnbZKR1r%2BFnW%2Bv2DVtDwtXCXNSKz797oAwDzZ7ySRAIBBFsTXmBh1w1%2BoZ4J3h%2Bwv9lUFdbMDOrO%2B5IAqWIGZthuV13nC77nKRx8r7PssyibLIkoT1%2Fh65HsfzWyu5tF6NYNB4EYJzKUETqgcLNVv0D%2FcDQBrNAnm9%2BLOfTLfNB5u2hf5z%2B6TMexYji%2BtVdrM5leMbWOtSwQx%2FF1C2rcuebIqwSO568a4WmuN3mEYSiUi%2BpRl2l1pLvYBsKArUKVwnZRYgdHpMWVG4%2B%2FWXhwoDBXE7OmkHzJ6JNemLfv51bniGqzVPoIkyLbpfK7ZMFIkE6FlrMn7Ql%2BBbiHg%2BzXGbgLjylDpyosD58KZmKM0cfWHI9%2F%2FaD5o1VCZrnO83VuQQOja5PMCfwK8n3K2ChIbLVOD9KB36le3A%2Bu%2Fs2Q81C2yRavQmQNdVnamLnmq4nHD9jpB0rwm77jpjTW9E906Bu18fWlWCQHAox9CtGoXTwmS8IThZyXPB%2B29inuoE6bMsDM9ufEAMNHqJuU8ljMtAKA2B7IhzaWNiLfWjVQb3J10%2FSGuEZZ7Af1X7%2BlluZ3HkpgEQPL291M%2BqbzJgXQcG60ypKlVTGwsMxcFaJW6%2FhDXVZZvCz3RlrmRiQHwy9nRn2bM6bnas4cLfH6s1RIorsJcFDA2PToR7Z7QezfQD9qzwvI6TyTZC47ttXeiT%2B2c1%2BwBgOndoTPLt7mrmCRjvfULQ4O1xsVVchu7b9GysYUAqy3lnsdNb0aXmQuj7PYWL2etuRl6S0OfXLjiGQIdEY6K5esc2BWhjvkqXLO6x08VPKxV6iYAwuBkv5NpvNmtbrhaX2%2BtWdY70eVNINhtLW0%2Fsjrv6B0%2FYdJlcGlR2AvE4hUlKwHQ7BU5cz8LRx0HaPY7gXb53L%2F67%2BmUfudPmP%2FtwOWS6AQi%2Fj6B4iWS%2FIlYK%2ByGYJDB1wWLErLRKd%2FomOJbAWf03wEAyO9m%2B%2FTtS3AAAAAASUVORK5CYII%3D%29%3Bbottom%3A10px%3Bleft%3A95px%7Ddiv%2Enetwork%2Dnavigation%2EzoomIn%7Bbackground%2Dimage%3Aurl%28data%3Aimage%2Fpng%3Bbase64%2CiVBORw0KGgoAAAANSUhEUgAAAB4AAAAeCAYAAAA7MK6iAAAACXBIWXMAAAsTAAALEwEAmpwYAAAKT2lDQ1BQaG90b3Nob3AgSUNDIHByb2ZpbGUAAHjanVNnVFPpFj333vRCS4iAlEtvUhUIIFJCi4AUkSYqIQkQSoghodkVUcERRUUEG8igiAOOjoCMFVEsDIoK2AfkIaKOg6OIisr74Xuja9a89%2BbN%2FrXXPues852zzwfACAyWSDNRNYAMqUIeEeCDx8TG4eQuQIEKJHAAEAizZCFz%2FSMBAPh%2BPDwrIsAHvgABeNMLCADATZvAMByH%2Fw%2FqQplcAYCEAcB0kThLCIAUAEB6jkKmAEBGAYCdmCZTAKAEAGDLY2LjAFAtAGAnf%2BbTAICd%2BJl7AQBblCEVAaCRACATZYhEAGg7AKzPVopFAFgwABRmS8Q5ANgtADBJV2ZIALC3AMDOEAuyAAgMADBRiIUpAAR7AGDIIyN4AISZABRG8lc88SuuEOcqAAB4mbI8uSQ5RYFbCC1xB1dXLh4ozkkXKxQ2YQJhmkAuwnmZGTKBNA%2Fg88wAAKCRFRHgg%2FP9eM4Ors7ONo62Dl8t6r8G%2FyJiYuP%2B5c%2BrcEAAAOF0ftH%2BLC%2BzGoA7BoBt%2FqIl7gRoXgugdfeLZrIPQLUAoOnaV%2FNw%2BH48PEWhkLnZ2eXk5NhKxEJbYcpXff5nwl%2FAV%2F1s%2BX48%2FPf14L7iJIEyXYFHBPjgwsz0TKUcz5IJhGLc5o9H%2FLcL%2F%2Fwd0yLESWK5WCoU41EScY5EmozzMqUiiUKSKcUl0v9k4t8s%2BwM%2B3zUAsGo%2BAXuRLahdYwP2SycQWHTA4vcAAPK7b8HUKAgDgGiD4c93%2F%2B8%2F%2FUegJQCAZkmScQAAXkQkLlTKsz%2FHCAAARKCBKrBBG%2FTBGCzABhzBBdzBC%2FxgNoRCJMTCQhBCCmSAHHJgKayCQiiGzbAdKmAv1EAdNMBRaIaTcA4uwlW4Dj1wD%2FphCJ7BKLyBCQRByAgTYSHaiAFiilgjjggXmYX4IcFIBBKLJCDJiBRRIkuRNUgxUopUIFVIHfI9cgI5h1xGupE7yAAygvyGvEcxlIGyUT3UDLVDuag3GoRGogvQZHQxmo8WoJvQcrQaPYw2oefQq2gP2o8%2BQ8cwwOgYBzPEbDAuxsNCsTgsCZNjy7EirAyrxhqwVqwDu4n1Y8%2BxdwQSgUXACTYEd0IgYR5BSFhMWE7YSKggHCQ0EdoJNwkDhFHCJyKTqEu0JroR%2BcQYYjIxh1hILCPWEo8TLxB7iEPENyQSiUMyJ7mQAkmxpFTSEtJG0m5SI%2BksqZs0SBojk8naZGuyBzmULCAryIXkneTD5DPkG%2BQh8lsKnWJAcaT4U%2BIoUspqShnlEOU05QZlmDJBVaOaUt2ooVQRNY9aQq2htlKvUYeoEzR1mjnNgxZJS6WtopXTGmgXaPdpr%2Bh0uhHdlR5Ol9BX0svpR%2BiX6AP0dwwNhhWDx4hnKBmbGAcYZxl3GK%2BYTKYZ04sZx1QwNzHrmOeZD5lvVVgqtip8FZHKCpVKlSaVGyovVKmqpqreqgtV81XLVI%2BpXlN9rkZVM1PjqQnUlqtVqp1Q61MbU2epO6iHqmeob1Q%2FpH5Z%2FYkGWcNMw09DpFGgsV%2FjvMYgC2MZs3gsIWsNq4Z1gTXEJrHN2Xx2KruY%2FR27iz2qqaE5QzNKM1ezUvOUZj8H45hx%2BJx0TgnnKKeX836K3hTvKeIpG6Y0TLkxZVxrqpaXllirSKtRq0frvTau7aedpr1Fu1n7gQ5Bx0onXCdHZ4%2FOBZ3nU9lT3acKpxZNPTr1ri6qa6UbobtEd79up%2B6Ynr5egJ5Mb6feeb3n%2Bhx9L%2F1U%2FW36p%2FVHDFgGswwkBtsMzhg8xTVxbzwdL8fb8VFDXcNAQ6VhlWGX4YSRudE8o9VGjUYPjGnGXOMk423GbcajJgYmISZLTepN7ppSTbmmKaY7TDtMx83MzaLN1pk1mz0x1zLnm%2Beb15vft2BaeFostqi2uGVJsuRaplnutrxuhVo5WaVYVVpds0atna0l1rutu6cRp7lOk06rntZnw7Dxtsm2qbcZsOXYBtuutm22fWFnYhdnt8Wuw%2B6TvZN9un2N%2FT0HDYfZDqsdWh1%2Bc7RyFDpWOt6azpzuP33F9JbpL2dYzxDP2DPjthPLKcRpnVOb00dnF2e5c4PziIuJS4LLLpc%2BLpsbxt3IveRKdPVxXeF60vWdm7Obwu2o26%2FuNu5p7ofcn8w0nymeWTNz0MPIQ%2BBR5dE%2FC5%2BVMGvfrH5PQ0%2BBZ7XnIy9jL5FXrdewt6V3qvdh7xc%2B9j5yn%2BM%2B4zw33jLeWV%2FMN8C3yLfLT8Nvnl%2BF30N%2FI%2F9k%2F3r%2F0QCngCUBZwOJgUGBWwL7%2BHp8Ib%2BOPzrbZfay2e1BjKC5QRVBj4KtguXBrSFoyOyQrSH355jOkc5pDoVQfujW0Adh5mGLw34MJ4WHhVeGP45wiFga0TGXNXfR3ENz30T6RJZE3ptnMU85ry1KNSo%2Bqi5qPNo3ujS6P8YuZlnM1VidWElsSxw5LiquNm5svt%2F87fOH4p3iC%2BN7F5gvyF1weaHOwvSFpxapLhIsOpZATIhOOJTwQRAqqBaMJfITdyWOCnnCHcJnIi%2FRNtGI2ENcKh5O8kgqTXqS7JG8NXkkxTOlLOW5hCepkLxMDUzdmzqeFpp2IG0yPTq9MYOSkZBxQqohTZO2Z%2Bpn5mZ2y6xlhbL%2BxW6Lty8elQfJa7OQrAVZLQq2QqboVFoo1yoHsmdlV2a%2FzYnKOZarnivN7cyzytuQN5zvn%2F%2FtEsIS4ZK2pYZLVy0dWOa9rGo5sjxxedsK4xUFK4ZWBqw8uIq2Km3VT6vtV5eufr0mek1rgV7ByoLBtQFr6wtVCuWFfevc1%2B1dT1gvWd%2B1YfqGnRs%2BFYmKrhTbF5cVf9go3HjlG4dvyr%2BZ3JS0qavEuWTPZtJm6ebeLZ5bDpaql%2BaXDm4N2dq0Dd9WtO319kXbL5fNKNu7g7ZDuaO%2FPLi8ZafJzs07P1SkVPRU%2BlQ27tLdtWHX%2BG7R7ht7vPY07NXbW7z3%2FT7JvttVAVVN1WbVZftJ%2B7P3P66Jqun4lvttXa1ObXHtxwPSA%2F0HIw6217nU1R3SPVRSj9Yr60cOxx%2B%2B%2Fp3vdy0NNg1VjZzG4iNwRHnk6fcJ3%2FceDTradox7rOEH0x92HWcdL2pCmvKaRptTmvtbYlu6T8w%2B0dbq3nr8R9sfD5w0PFl5SvNUyWna6YLTk2fyz4ydlZ19fi753GDborZ752PO32oPb%2B%2B6EHTh0kX%2Fi%2Bc7vDvOXPK4dPKy2%2BUTV7hXmq86X23qdOo8%2FpPTT8e7nLuarrlca7nuer21e2b36RueN87d9L158Rb%2F1tWeOT3dvfN6b%2FfF9%2FXfFt1%2Bcif9zsu72Xcn7q28T7xf9EDtQdlD3YfVP1v%2B3Njv3H9qwHeg89HcR%2FcGhYPP%2FpH1jw9DBY%2BZj8uGDYbrnjg%2BOTniP3L96fynQ89kzyaeF%2F6i%2FsuuFxYvfvjV69fO0ZjRoZfyl5O%2FbXyl%2FerA6xmv28bCxh6%2ByXgzMV70VvvtwXfcdx3vo98PT%2BR8IH8o%2F2j5sfVT0Kf7kxmTk%2F8EA5jz%2FGMzLdsAAAAgY0hSTQAAeiUAAICDAAD5%2FwAAgOkAAHUwAADqYAAAOpgAABdvkl%2FFRgAABiBJREFUeNqkV2tQlOcVfp7zvgvDRe66y8htXUBR1GoFI%2BBtFJvRtjPJBGeaH2a8DGmbttgSTWbSJEw6TWOsrbbpTIeJZGqaTipTa6LJZDTVUTYQdNAohoso6qLucnERN0Axcb%2F8%2BHaJUHDX9Pz6vnnPe57vXJ5zzkeEIwaYcwBL%2FVrW0TCKqZANINEvBhSk3w9eUmC9HzjcsfarOhBGKJN84GkVJHcetvqFu4SAIYELYlpm4LpQQMqoQQKVnzeO7EYV%2FA8NnHMAGwHWQJmAjtg895LkFa7FU1d258UvGLBGpI4AQM9dd2TrwNn4016n9bS3LqNzsD1VKPAbfhCyqflR31thAzv%2BLa%2BQxotCoNi6pn1D1s9aVli%2F3xtOVk72fjT1XVf17E9uHZspFBD8zdk13pdCAjsOyG6KUSEEnrT%2FtPHluW%2Bcw7eQ19q2z6%2Ft2rsYJEjZ07S6d%2BukwI5%2FyQ7RxnYC2DZnx8dbHNs6xxs85T2R9GprZcmVwYs2BYWsmBzP83m7nIVJS73jdfdd%2B7PjjUu%2FXWUCGTtPre7ZHjxTY3Kq8DoV8Ou5u49snPGrKxN58syZ9aVXBztsigoUBd%2BXt2NbfZ8llaVvah%2BvOz9hcX%2BCJenWp7eOOYS6ePpTU1w39vk%2BAwCzFPdDQbFGFPCUY2v9hqxfXJ0shNeHLtsUFc6UequbVvdVkwLX0GXbZPpl6Zuu%2Fij9x%2FVCBU1dU7bfdFYAIDsSFRCgeOqa9hfy%2FnDhwfwTKOrRd0U95n0iqch9%2BcKS5JVtpMCdkllhAhugCHcRwAb7z1tCEp8CCXAWAJRoCFXIYnti%2BsYWTQ0tll0wQMk%2BhGUAkBOX714xbV1IyuhxHhIMC%2FiR5OV9M2JmuhU1Vh7PXiakrIUQhcnLXeHQxPT4GyAtFqgwgAPF5iIFWkeu1SSLCKAweXn3%2FZR5rXV7SddQpy3YDoNems9qTI5hGCitm1MOAAx0aaFCerTd84zjBed3Egq9ADA%2FrqD7Q3ctQC4REDmkYHb8goGgsR2tz5V0DV%2BxUdQoqAQ81RybU4IgFWgACgpaLLCIBUo0bv63y%2FaXy6%2BWBHWz4%2FIHSIGAuVooiaRgWqD3AsDVoQ6bEgtOrfJUhwrf0WUtk%2Br8sL6wvHvk5ijVUiJSRrQZuURtfoGMuaCoRyfP%2FyMy0XykgAA0DPRTxNp31x2ZFuUYBgB7bK7HNdhpKz6WXq6oQCooKghMKhkgji77vBoA1jkXlAvVfRQjFMUcmxSkRWd6gpjeu32R2kxTvyhKh1DQeud8fFBh26zfOe0xuR4JgAbzywCoRSzfeDUKatJKUQK%2BCjKiHZ6nZ2xzBnU7B9vixTy7qCHSQEhJU3%2BDtdT6mAcAFiWUeP%2FxyPH3Jwrfo3XzysemRcEA8F5RY8h6aPE1WwMLQ4OQ%2FEBANHmdGWHlzZyxk3ayB0m771yGooYy%2BKE0l35x0iBxZehS6ie9R1PCMaDvCzWDXA4hZ283ptwcvp6qqDBnyao6AWEQrBQQ%2F7y%2Bd3YoA%2BNBTAaElo973p8tVFCQyipW%2Bc3pdNu7BwBOe%2Btm%2FeniK%2FkPFWowpMfvuKrzzw80zSKIkWsJe0bHYu163BNwMwDsv7G36ODNtzMnM5IWZfeQgscbisvLPl1aDhLTo7I8k%2Bn%2Fp%2Bdw5pGeg0WKGiS31K6vvTdmA7nx9uDZ9A3xMUIpbvSezE6MSOmbNWXewHhD6dH23o7BlqQvvrwTK6KQFpXl2WyvcE6LTB2eCPSdrurvmcUnO%2FcVfPD6pMteyfGs3QKpUFQoS9tU%2FxPH8xe%2BTdd693pN%2FpHug0Xmqntvz1uLDo9Z9v5nnrn%2BdvujrI1JMUJd3OY7n97ua46douOGpkdlDoUDeG7g1NS%2Fu%2F5a0Og9scCsB%2BysWXSoMuyFftWJvM0E31SBjmWPznHPjy%2B8NjdhYfeMmJl3EiNSRgCi%2F25fpGu4M671zjlrm685s2fEnUoQ5lrLLW8uPLj3oX9hqgxIw8n8X1LU7yMkItCHzREZrGQV6ONmy5TggHk247sL%2F1jFqof%2FhRn%2FAWfqC0pI%2BQHBIk3tICXRrFTpF8hlJaqefh6yFxQ6HwQYlK8HAKyt3WsWxl7fAAAAAElFTkSuQmCC%29%3Bbottom%3A10px%3Bright%3A15px%7Ddiv%2Enetwork%2Dnavigation%2EzoomOut%7Bbackground%2Dimage%3Aurl%28data%3Aimage%2Fpng%3Bbase64%2CiVBORw0KGgoAAAANSUhEUgAAAB4AAAAeCAYAAAA7MK6iAAAACXBIWXMAAAsTAAALEwEAmpwYAAAKT2lDQ1BQaG90b3Nob3AgSUNDIHByb2ZpbGUAAHjanVNnVFPpFj333vRCS4iAlEtvUhUIIFJCi4AUkSYqIQkQSoghodkVUcERRUUEG8igiAOOjoCMFVEsDIoK2AfkIaKOg6OIisr74Xuja9a89%2BbN%2FrXXPues852zzwfACAyWSDNRNYAMqUIeEeCDx8TG4eQuQIEKJHAAEAizZCFz%2FSMBAPh%2BPDwrIsAHvgABeNMLCADATZvAMByH%2Fw%2FqQplcAYCEAcB0kThLCIAUAEB6jkKmAEBGAYCdmCZTAKAEAGDLY2LjAFAtAGAnf%2BbTAICd%2BJl7AQBblCEVAaCRACATZYhEAGg7AKzPVopFAFgwABRmS8Q5ANgtADBJV2ZIALC3AMDOEAuyAAgMADBRiIUpAAR7AGDIIyN4AISZABRG8lc88SuuEOcqAAB4mbI8uSQ5RYFbCC1xB1dXLh4ozkkXKxQ2YQJhmkAuwnmZGTKBNA%2Fg88wAAKCRFRHgg%2FP9eM4Ors7ONo62Dl8t6r8G%2FyJiYuP%2B5c%2BrcEAAAOF0ftH%2BLC%2BzGoA7BoBt%2FqIl7gRoXgugdfeLZrIPQLUAoOnaV%2FNw%2BH48PEWhkLnZ2eXk5NhKxEJbYcpXff5nwl%2FAV%2F1s%2BX48%2FPf14L7iJIEyXYFHBPjgwsz0TKUcz5IJhGLc5o9H%2FLcL%2F%2Fwd0yLESWK5WCoU41EScY5EmozzMqUiiUKSKcUl0v9k4t8s%2BwM%2B3zUAsGo%2BAXuRLahdYwP2SycQWHTA4vcAAPK7b8HUKAgDgGiD4c93%2F%2B8%2F%2FUegJQCAZkmScQAAXkQkLlTKsz%2FHCAAARKCBKrBBG%2FTBGCzABhzBBdzBC%2FxgNoRCJMTCQhBCCmSAHHJgKayCQiiGzbAdKmAv1EAdNMBRaIaTcA4uwlW4Dj1wD%2FphCJ7BKLyBCQRByAgTYSHaiAFiilgjjggXmYX4IcFIBBKLJCDJiBRRIkuRNUgxUopUIFVIHfI9cgI5h1xGupE7yAAygvyGvEcxlIGyUT3UDLVDuag3GoRGogvQZHQxmo8WoJvQcrQaPYw2oefQq2gP2o8%2BQ8cwwOgYBzPEbDAuxsNCsTgsCZNjy7EirAyrxhqwVqwDu4n1Y8%2BxdwQSgUXACTYEd0IgYR5BSFhMWE7YSKggHCQ0EdoJNwkDhFHCJyKTqEu0JroR%2BcQYYjIxh1hILCPWEo8TLxB7iEPENyQSiUMyJ7mQAkmxpFTSEtJG0m5SI%2BksqZs0SBojk8naZGuyBzmULCAryIXkneTD5DPkG%2BQh8lsKnWJAcaT4U%2BIoUspqShnlEOU05QZlmDJBVaOaUt2ooVQRNY9aQq2htlKvUYeoEzR1mjnNgxZJS6WtopXTGmgXaPdpr%2Bh0uhHdlR5Ol9BX0svpR%2BiX6AP0dwwNhhWDx4hnKBmbGAcYZxl3GK%2BYTKYZ04sZx1QwNzHrmOeZD5lvVVgqtip8FZHKCpVKlSaVGyovVKmqpqreqgtV81XLVI%2BpXlN9rkZVM1PjqQnUlqtVqp1Q61MbU2epO6iHqmeob1Q%2FpH5Z%2FYkGWcNMw09DpFGgsV%2FjvMYgC2MZs3gsIWsNq4Z1gTXEJrHN2Xx2KruY%2FR27iz2qqaE5QzNKM1ezUvOUZj8H45hx%2BJx0TgnnKKeX836K3hTvKeIpG6Y0TLkxZVxrqpaXllirSKtRq0frvTau7aedpr1Fu1n7gQ5Bx0onXCdHZ4%2FOBZ3nU9lT3acKpxZNPTr1ri6qa6UbobtEd79up%2B6Ynr5egJ5Mb6feeb3n%2Bhx9L%2F1U%2FW36p%2FVHDFgGswwkBtsMzhg8xTVxbzwdL8fb8VFDXcNAQ6VhlWGX4YSRudE8o9VGjUYPjGnGXOMk423GbcajJgYmISZLTepN7ppSTbmmKaY7TDtMx83MzaLN1pk1mz0x1zLnm%2Beb15vft2BaeFostqi2uGVJsuRaplnutrxuhVo5WaVYVVpds0atna0l1rutu6cRp7lOk06rntZnw7Dxtsm2qbcZsOXYBtuutm22fWFnYhdnt8Wuw%2B6TvZN9un2N%2FT0HDYfZDqsdWh1%2Bc7RyFDpWOt6azpzuP33F9JbpL2dYzxDP2DPjthPLKcRpnVOb00dnF2e5c4PziIuJS4LLLpc%2BLpsbxt3IveRKdPVxXeF60vWdm7Obwu2o26%2FuNu5p7ofcn8w0nymeWTNz0MPIQ%2BBR5dE%2FC5%2BVMGvfrH5PQ0%2BBZ7XnIy9jL5FXrdewt6V3qvdh7xc%2B9j5yn%2BM%2B4zw33jLeWV%2FMN8C3yLfLT8Nvnl%2BF30N%2FI%2F9k%2F3r%2F0QCngCUBZwOJgUGBWwL7%2BHp8Ib%2BOPzrbZfay2e1BjKC5QRVBj4KtguXBrSFoyOyQrSH355jOkc5pDoVQfujW0Adh5mGLw34MJ4WHhVeGP45wiFga0TGXNXfR3ENz30T6RJZE3ptnMU85ry1KNSo%2Bqi5qPNo3ujS6P8YuZlnM1VidWElsSxw5LiquNm5svt%2F87fOH4p3iC%2BN7F5gvyF1weaHOwvSFpxapLhIsOpZATIhOOJTwQRAqqBaMJfITdyWOCnnCHcJnIi%2FRNtGI2ENcKh5O8kgqTXqS7JG8NXkkxTOlLOW5hCepkLxMDUzdmzqeFpp2IG0yPTq9MYOSkZBxQqohTZO2Z%2Bpn5mZ2y6xlhbL%2BxW6Lty8elQfJa7OQrAVZLQq2QqboVFoo1yoHsmdlV2a%2FzYnKOZarnivN7cyzytuQN5zvn%2F%2FtEsIS4ZK2pYZLVy0dWOa9rGo5sjxxedsK4xUFK4ZWBqw8uIq2Km3VT6vtV5eufr0mek1rgV7ByoLBtQFr6wtVCuWFfevc1%2B1dT1gvWd%2B1YfqGnRs%2BFYmKrhTbF5cVf9go3HjlG4dvyr%2BZ3JS0qavEuWTPZtJm6ebeLZ5bDpaql%2BaXDm4N2dq0Dd9WtO319kXbL5fNKNu7g7ZDuaO%2FPLi8ZafJzs07P1SkVPRU%2BlQ27tLdtWHX%2BG7R7ht7vPY07NXbW7z3%2FT7JvttVAVVN1WbVZftJ%2B7P3P66Jqun4lvttXa1ObXHtxwPSA%2F0HIw6217nU1R3SPVRSj9Yr60cOxx%2B%2B%2Fp3vdy0NNg1VjZzG4iNwRHnk6fcJ3%2FceDTradox7rOEH0x92HWcdL2pCmvKaRptTmvtbYlu6T8w%2B0dbq3nr8R9sfD5w0PFl5SvNUyWna6YLTk2fyz4ydlZ19fi753GDborZ752PO32oPb%2B%2B6EHTh0kX%2Fi%2Bc7vDvOXPK4dPKy2%2BUTV7hXmq86X23qdOo8%2FpPTT8e7nLuarrlca7nuer21e2b36RueN87d9L158Rb%2F1tWeOT3dvfN6b%2FfF9%2FXfFt1%2Bcif9zsu72Xcn7q28T7xf9EDtQdlD3YfVP1v%2B3Njv3H9qwHeg89HcR%2FcGhYPP%2FpH1jw9DBY%2BZj8uGDYbrnjg%2BOTniP3L96fynQ89kzyaeF%2F6i%2FsuuFxYvfvjV69fO0ZjRoZfyl5O%2FbXyl%2FerA6xmv28bCxh6%2ByXgzMV70VvvtwXfcdx3vo98PT%2BR8IH8o%2F2j5sfVT0Kf7kxmTk%2F8EA5jz%2FGMzLdsAAAAgY0hSTQAAeiUAAICDAAD5%2FwAAgOkAAHUwAADqYAAAOpgAABdvkl%2FFRgAABV5JREFUeNq0l2tQVVUYht%2F3W%2FvACMr16IFRQDiAgChpgiikMqY1WjnN9KsfGOXYTOVgkvbDUsZuXrK0qZmGUSvNspjI8TZOmo6AGBoZYly8YB6Qw80DBwQ6jJ3dj30OZZmiwvtv77XW96y91l7v9y1iMNLBuCI84tZkIXU9gwqxAILdokNBOtzgJQWWuYEDFxfcLAGh3y0k79iaD4mfjOVu4WYhoItngBiR6RkuFJAyEJBA3m%2Flri3Ih%2FuewXFFyAG4A8oAWkcm2meEzrFNH53Vkhg4xWnxCXcBQGu%2F3bfGeTbwjKPUcsZRElnfUxcuFLh1Nwh5vurx7s8GDbZ%2BL%2BtI%2FU0hkGGZX5c9%2FpXqOZYn2gazK8Vth0fvsRUknbx%2BbIJQQPCts%2FMda%2B4KthbJFoqeKwSejX6pfO2kjytxH1pfuyqlsGH7dJAgZWvFo23L%2F9muboF%2BJxtE0%2FOEwMqJG46uSHinFvepTPO8lhGaX%2BfPHSdjCKaPy%2Fb3v7az58h%2FwHFFyIHCRirgjUlbfsiJWXEFD6iUoOkdQaaQ6z9dP2YVahljF4%2ByXdvZ%2Fevf4G%2BhQk2sEAUsti4vWxa35gKGSBMDp3T23OxxVXdXRijKovSFzrerC6ELAMT6IhcCZIyeX7c68YPzGGLlxq89PyM0q5YU2M1RuQAg0EERbiaA7Ohl1RgmPTM2p1qjBk1Mm6GDErsfswAgLiDZPmfMwrbhAqeHzm6P8Z9gV9SQdTx2lpCyAEKkhc62YZiVEjTdRgo0zXeBRnImAaSFzm7xdjjtOBGyvmZVZkNvfZjXDhU14%2BBToFEDKRAQpAJ0HRTjP6XHpYUKEX7RzS9bV5c%2BFJTmAICUgNSWQ%2FZCgJwhIOJIQVLgFKcXvKHm9cyGvithFDUAFQqECho1CBUIggYapAJ1QEFBExNMYoISDU1%2FNIR9cvndTG%2Fc2IBkp2fC8ZpQgknBGI%2F3AsDvvRfDlJhwem5zwYMs7VNlaUtbXE1h3mezj9mlGSsXrBkzkFsGKGoDmedBJLfLjxQQgAYdHRSxtPfbfceNsPYBQPTI%2BGZbT31YxrGIpYoKpIKigkAgFOggNBrbQBBCBaEM2L%2BiGGmTgnF%2BUc1epqO%2F3VejAoAOUZSLQkFN17lAb4eVCe%2BVRvvHN4sH6t1feqAmMUGoPHvvhdLzTjzfKoj0sza%2FGLOy1Bu3vqc20Pgl5YIGkVOEZFZ0nLLMszzdDADTgjIdX6Uf3zfUx6m6u8riKRhOCcmDAqLCURo53Oe4rrsyUlGD0nlIqubdKNZJXOm9FH6y7Yh5uKBnO8vNTX2N4YoKE2fMLREQOsE8AfFN4%2Fak4QIfbd2XJFRQkLx85ruN7NTp2AoAZxwlCR9dWJc81NDdtoLkc86KBIJwXQ3aOpCPqwuhR2SPbCBlUc2NyogQX3N7wqgU51BAf2w9EFXUtCtLqADqS76ev6%2Filgrk2q6esxHZgf5CySh3FMcG%2B5jbE0ZNdj4odHdDwWPGcZNNO1MPbrxtzdW4s%2BtI5HPBwQTTzziKY3v%2F7HGlhmS23g90T%2BOO5L1Nu7MMw3Fv%2FTx1f97%2FFnsAYPui8%2FD4nBB%2FoZZR230uoq67auQoLaB37Iio3sEAK52nR39p%2BzS13HFiilHeYtOOabdC71jQzz2R%2BALBbcrjWNF%2BcfaUwLSrk4KmtsT4T%2BgK9jG7AKKjv93X1lcfUNNVaantropqddnDCcIoa7lk29S92%2B%2F5CpOvQ04VJ79KUe%2F7iI%2FHh40U6c3PyuPjhmWKN8G8Fvnw1A%2FzmX%2FvV5h%2FT%2BCXstRMUp4kOFOjZiUlWBkFQYdALitRZXRzf3RqWumdgF79NQDBOa2V%2FiYSHAAAAABJRU5ErkJggg%3D%3D%29%3Bbottom%3A10px%3Bright%3A55px%7Ddiv%2Enetwork%2Dnavigation%2EzoomExtends%7Bbackground%2Dimage%3Aurl%28data%3Aimage%2Fpng%3Bbase64%2CiVBORw0KGgoAAAANSUhEUgAAAB4AAAAeCAYAAAA7MK6iAAAACXBIWXMAAAsTAAALEwEAmpwYAAAKT2lDQ1BQaG90b3Nob3AgSUNDIHByb2ZpbGUAAHjanVNnVFPpFj333vRCS4iAlEtvUhUIIFJCi4AUkSYqIQkQSoghodkVUcERRUUEG8igiAOOjoCMFVEsDIoK2AfkIaKOg6OIisr74Xuja9a89%2BbN%2FrXXPues852zzwfACAyWSDNRNYAMqUIeEeCDx8TG4eQuQIEKJHAAEAizZCFz%2FSMBAPh%2BPDwrIsAHvgABeNMLCADATZvAMByH%2Fw%2FqQplcAYCEAcB0kThLCIAUAEB6jkKmAEBGAYCdmCZTAKAEAGDLY2LjAFAtAGAnf%2BbTAICd%2BJl7AQBblCEVAaCRACATZYhEAGg7AKzPVopFAFgwABRmS8Q5ANgtADBJV2ZIALC3AMDOEAuyAAgMADBRiIUpAAR7AGDIIyN4AISZABRG8lc88SuuEOcqAAB4mbI8uSQ5RYFbCC1xB1dXLh4ozkkXKxQ2YQJhmkAuwnmZGTKBNA%2Fg88wAAKCRFRHgg%2FP9eM4Ors7ONo62Dl8t6r8G%2FyJiYuP%2B5c%2BrcEAAAOF0ftH%2BLC%2BzGoA7BoBt%2FqIl7gRoXgugdfeLZrIPQLUAoOnaV%2FNw%2BH48PEWhkLnZ2eXk5NhKxEJbYcpXff5nwl%2FAV%2F1s%2BX48%2FPf14L7iJIEyXYFHBPjgwsz0TKUcz5IJhGLc5o9H%2FLcL%2F%2Fwd0yLESWK5WCoU41EScY5EmozzMqUiiUKSKcUl0v9k4t8s%2BwM%2B3zUAsGo%2BAXuRLahdYwP2SycQWHTA4vcAAPK7b8HUKAgDgGiD4c93%2F%2B8%2F%2FUegJQCAZkmScQAAXkQkLlTKsz%2FHCAAARKCBKrBBG%2FTBGCzABhzBBdzBC%2FxgNoRCJMTCQhBCCmSAHHJgKayCQiiGzbAdKmAv1EAdNMBRaIaTcA4uwlW4Dj1wD%2FphCJ7BKLyBCQRByAgTYSHaiAFiilgjjggXmYX4IcFIBBKLJCDJiBRRIkuRNUgxUopUIFVIHfI9cgI5h1xGupE7yAAygvyGvEcxlIGyUT3UDLVDuag3GoRGogvQZHQxmo8WoJvQcrQaPYw2oefQq2gP2o8%2BQ8cwwOgYBzPEbDAuxsNCsTgsCZNjy7EirAyrxhqwVqwDu4n1Y8%2BxdwQSgUXACTYEd0IgYR5BSFhMWE7YSKggHCQ0EdoJNwkDhFHCJyKTqEu0JroR%2BcQYYjIxh1hILCPWEo8TLxB7iEPENyQSiUMyJ7mQAkmxpFTSEtJG0m5SI%2BksqZs0SBojk8naZGuyBzmULCAryIXkneTD5DPkG%2BQh8lsKnWJAcaT4U%2BIoUspqShnlEOU05QZlmDJBVaOaUt2ooVQRNY9aQq2htlKvUYeoEzR1mjnNgxZJS6WtopXTGmgXaPdpr%2Bh0uhHdlR5Ol9BX0svpR%2BiX6AP0dwwNhhWDx4hnKBmbGAcYZxl3GK%2BYTKYZ04sZx1QwNzHrmOeZD5lvVVgqtip8FZHKCpVKlSaVGyovVKmqpqreqgtV81XLVI%2BpXlN9rkZVM1PjqQnUlqtVqp1Q61MbU2epO6iHqmeob1Q%2FpH5Z%2FYkGWcNMw09DpFGgsV%2FjvMYgC2MZs3gsIWsNq4Z1gTXEJrHN2Xx2KruY%2FR27iz2qqaE5QzNKM1ezUvOUZj8H45hx%2BJx0TgnnKKeX836K3hTvKeIpG6Y0TLkxZVxrqpaXllirSKtRq0frvTau7aedpr1Fu1n7gQ5Bx0onXCdHZ4%2FOBZ3nU9lT3acKpxZNPTr1ri6qa6UbobtEd79up%2B6Ynr5egJ5Mb6feeb3n%2Bhx9L%2F1U%2FW36p%2FVHDFgGswwkBtsMzhg8xTVxbzwdL8fb8VFDXcNAQ6VhlWGX4YSRudE8o9VGjUYPjGnGXOMk423GbcajJgYmISZLTepN7ppSTbmmKaY7TDtMx83MzaLN1pk1mz0x1zLnm%2Beb15vft2BaeFostqi2uGVJsuRaplnutrxuhVo5WaVYVVpds0atna0l1rutu6cRp7lOk06rntZnw7Dxtsm2qbcZsOXYBtuutm22fWFnYhdnt8Wuw%2B6TvZN9un2N%2FT0HDYfZDqsdWh1%2Bc7RyFDpWOt6azpzuP33F9JbpL2dYzxDP2DPjthPLKcRpnVOb00dnF2e5c4PziIuJS4LLLpc%2BLpsbxt3IveRKdPVxXeF60vWdm7Obwu2o26%2FuNu5p7ofcn8w0nymeWTNz0MPIQ%2BBR5dE%2FC5%2BVMGvfrH5PQ0%2BBZ7XnIy9jL5FXrdewt6V3qvdh7xc%2B9j5yn%2BM%2B4zw33jLeWV%2FMN8C3yLfLT8Nvnl%2BF30N%2FI%2F9k%2F3r%2F0QCngCUBZwOJgUGBWwL7%2BHp8Ib%2BOPzrbZfay2e1BjKC5QRVBj4KtguXBrSFoyOyQrSH355jOkc5pDoVQfujW0Adh5mGLw34MJ4WHhVeGP45wiFga0TGXNXfR3ENz30T6RJZE3ptnMU85ry1KNSo%2Bqi5qPNo3ujS6P8YuZlnM1VidWElsSxw5LiquNm5svt%2F87fOH4p3iC%2BN7F5gvyF1weaHOwvSFpxapLhIsOpZATIhOOJTwQRAqqBaMJfITdyWOCnnCHcJnIi%2FRNtGI2ENcKh5O8kgqTXqS7JG8NXkkxTOlLOW5hCepkLxMDUzdmzqeFpp2IG0yPTq9MYOSkZBxQqohTZO2Z%2Bpn5mZ2y6xlhbL%2BxW6Lty8elQfJa7OQrAVZLQq2QqboVFoo1yoHsmdlV2a%2FzYnKOZarnivN7cyzytuQN5zvn%2F%2FtEsIS4ZK2pYZLVy0dWOa9rGo5sjxxedsK4xUFK4ZWBqw8uIq2Km3VT6vtV5eufr0mek1rgV7ByoLBtQFr6wtVCuWFfevc1%2B1dT1gvWd%2B1YfqGnRs%2BFYmKrhTbF5cVf9go3HjlG4dvyr%2BZ3JS0qavEuWTPZtJm6ebeLZ5bDpaql%2BaXDm4N2dq0Dd9WtO319kXbL5fNKNu7g7ZDuaO%2FPLi8ZafJzs07P1SkVPRU%2BlQ27tLdtWHX%2BG7R7ht7vPY07NXbW7z3%2FT7JvttVAVVN1WbVZftJ%2B7P3P66Jqun4lvttXa1ObXHtxwPSA%2F0HIw6217nU1R3SPVRSj9Yr60cOxx%2B%2B%2Fp3vdy0NNg1VjZzG4iNwRHnk6fcJ3%2FceDTradox7rOEH0x92HWcdL2pCmvKaRptTmvtbYlu6T8w%2B0dbq3nr8R9sfD5w0PFl5SvNUyWna6YLTk2fyz4ydlZ19fi753GDborZ752PO32oPb%2B%2B6EHTh0kX%2Fi%2Bc7vDvOXPK4dPKy2%2BUTV7hXmq86X23qdOo8%2FpPTT8e7nLuarrlca7nuer21e2b36RueN87d9L158Rb%2F1tWeOT3dvfN6b%2FfF9%2FXfFt1%2Bcif9zsu72Xcn7q28T7xf9EDtQdlD3YfVP1v%2B3Njv3H9qwHeg89HcR%2FcGhYPP%2FpH1jw9DBY%2BZj8uGDYbrnjg%2BOTniP3L96fynQ89kzyaeF%2F6i%2FsuuFxYvfvjV69fO0ZjRoZfyl5O%2FbXyl%2FerA6xmv28bCxh6%2ByXgzMV70VvvtwXfcdx3vo98PT%2BR8IH8o%2F2j5sfVT0Kf7kxmTk%2F8EA5jz%2FGMzLdsAAAAgY0hSTQAAeiUAAICDAAD5%2FwAAgOkAAHUwAADqYAAAOpgAABdvkl%2FFRgAABptJREFUeNqsl21QlNcVx%2F%2F%2Fcx9hIipuAJHasgH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