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Created on Skills Network Labs
{
"cells": [
{
"cell_type": "markdown",
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"source": [
"<center>\n",
" <img src=\"https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/labs/Module%204/logo.png\" width=\"300\" alt=\"cognitiveclass.ai logo\" />\n",
"</center>\n",
"\n",
"\n",
"# Waffle Charts, Word Clouds, and Regression Plots\n",
"\n",
"\n",
"Estimated time needed: **30** minutes\n",
" \n",
"\n",
"## Objectives\n",
"\n",
"After completing this lab you will be able to:\n",
"\n",
"* Create Word cloud and Waffle charts\n",
"* Create regression plots with Seaborn library"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
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},
"source": [
"## Table of Contents\n",
"\n",
"<div class=\"alert alert-block alert-info\" style=\"margin-top: 20px\">\n",
"\n",
"1. [Exploring Datasets with *p*andas](#0)<br>\n",
"2. [Downloading and Prepping Data](#2)<br>\n",
"3. [Visualizing Data using Matplotlib](#4) <br>\n",
"4. [Waffle Charts](#6) <br>\n",
"5. [Word Clouds](#8) <br>\n",
"7. [Regression Plots](#10) <br> \n",
"</div>\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
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"source": [
"# Exploring Datasets with *pandas* and Matplotlib<a id=\"0\"></a>\n",
"\n",
"Toolkits: The course heavily relies on [*pandas*](http://pandas.pydata.org/) and [**Numpy**](http://www.numpy.org/) for data wrangling, analysis, and visualization. The primary plotting library we will explore in the course is [Matplotlib](http://matplotlib.org/).\n",
"\n",
"Dataset: Immigration to Canada from 1980 to 2013 - [International migration flows to and from selected countries - The 2015 revision](http://www.un.org/en/development/desa/population/migration/data/empirical2/migrationflows.shtml) from United Nation's website\n",
"\n",
"The dataset contains annual data on the flows of international migrants as recorded by the countries of destination. The data presents both inflows and outflows according to the place of birth, citizenship or place of previous / next residence both for foreigners and nationals. In this lab, we will focus on the Canadian Immigration data."
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Downloading and Prepping Data <a id=\"2\"></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
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},
"source": [
"Import Primary Modules:"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"button": false,
"new_sheet": false,
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"outputs": [],
"source": [
"import numpy as np # useful for many scientific computing in Python\n",
"import pandas as pd # primary data structure library\n",
"from PIL import Image # converting images into arrays"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
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"source": [
"Let's download and import our primary Canadian Immigration dataset using *pandas* `read_excel()` method. Normally, before we can do that, we would need to download a module which *pandas* requires to read in excel files. This module is **xlrd**. For your convenience, we have pre-installed this module, so you would not have to worry about that. Otherwise, you would need to run the following line of code to install the **xlrd** module:\n",
"```\n",
"!conda install -c anaconda xlrd --yes\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Download the dataset and read it into a *pandas* dataframe:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Data downloaded and read into a dataframe!\n"
]
}
],
"source": [
"df_can = pd.read_excel('https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/Data%20Files/Canada.xlsx',\n",
" sheet_name='Canada by Citizenship',\n",
" skiprows=range(20),\n",
" skipfooter=2)\n",
"\n",
"print('Data downloaded and read into a dataframe!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Let's take a look at the first five items in our dataset"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"button": false,
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"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Type</th>\n",
" <th>Coverage</th>\n",
" <th>OdName</th>\n",
" <th>AREA</th>\n",
" <th>AreaName</th>\n",
" <th>REG</th>\n",
" <th>RegName</th>\n",
" <th>DEV</th>\n",
" <th>DevName</th>\n",
" <th>1980</th>\n",
" <th>...</th>\n",
" <th>2004</th>\n",
" <th>2005</th>\n",
" <th>2006</th>\n",
" <th>2007</th>\n",
" <th>2008</th>\n",
" <th>2009</th>\n",
" <th>2010</th>\n",
" <th>2011</th>\n",
" <th>2012</th>\n",
" <th>2013</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>Afghanistan</td>\n",
" <td>935</td>\n",
" <td>Asia</td>\n",
" <td>5501</td>\n",
" <td>Southern Asia</td>\n",
" <td>902</td>\n",
" <td>Developing regions</td>\n",
" <td>16</td>\n",
" <td>...</td>\n",
" <td>2978</td>\n",
" <td>3436</td>\n",
" <td>3009</td>\n",
" <td>2652</td>\n",
" <td>2111</td>\n",
" <td>1746</td>\n",
" <td>1758</td>\n",
" <td>2203</td>\n",
" <td>2635</td>\n",
" <td>2004</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>Albania</td>\n",
" <td>908</td>\n",
" <td>Europe</td>\n",
" <td>925</td>\n",
" <td>Southern Europe</td>\n",
" <td>901</td>\n",
" <td>Developed regions</td>\n",
" <td>1</td>\n",
" <td>...</td>\n",
" <td>1450</td>\n",
" <td>1223</td>\n",
" <td>856</td>\n",
" <td>702</td>\n",
" <td>560</td>\n",
" <td>716</td>\n",
" <td>561</td>\n",
" <td>539</td>\n",
" <td>620</td>\n",
" <td>603</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>Algeria</td>\n",
" <td>903</td>\n",
" <td>Africa</td>\n",
" <td>912</td>\n",
" <td>Northern Africa</td>\n",
" <td>902</td>\n",
" <td>Developing regions</td>\n",
" <td>80</td>\n",
" <td>...</td>\n",
" <td>3616</td>\n",
" <td>3626</td>\n",
" <td>4807</td>\n",
" <td>3623</td>\n",
" <td>4005</td>\n",
" <td>5393</td>\n",
" <td>4752</td>\n",
" <td>4325</td>\n",
" <td>3774</td>\n",
" <td>4331</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>American Samoa</td>\n",
" <td>909</td>\n",
" <td>Oceania</td>\n",
" <td>957</td>\n",
" <td>Polynesia</td>\n",
" <td>902</td>\n",
" <td>Developing regions</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>Immigrants</td>\n",
" <td>Foreigners</td>\n",
" <td>Andorra</td>\n",
" <td>908</td>\n",
" <td>Europe</td>\n",
" <td>925</td>\n",
" <td>Southern Europe</td>\n",
" <td>901</td>\n",
" <td>Developed regions</td>\n",
" <td>0</td>\n",
" <td>...</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>1</td>\n",
" <td>1</td>\n",
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"<p>5 rows × 43 columns</p>\n",
"</div>"
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"text/plain": [
" Type Coverage OdName AREA AreaName REG \\\n",
"0 Immigrants Foreigners Afghanistan 935 Asia 5501 \n",
"1 Immigrants Foreigners Albania 908 Europe 925 \n",
"2 Immigrants Foreigners Algeria 903 Africa 912 \n",
"3 Immigrants Foreigners American Samoa 909 Oceania 957 \n",
"4 Immigrants Foreigners Andorra 908 Europe 925 \n",
"\n",
" RegName DEV DevName 1980 ... 2004 2005 2006 \\\n",
"0 Southern Asia 902 Developing regions 16 ... 2978 3436 3009 \n",
"1 Southern Europe 901 Developed regions 1 ... 1450 1223 856 \n",
"2 Northern Africa 902 Developing regions 80 ... 3616 3626 4807 \n",
"3 Polynesia 902 Developing regions 0 ... 0 0 1 \n",
"4 Southern Europe 901 Developed regions 0 ... 0 0 1 \n",
"\n",
" 2007 2008 2009 2010 2011 2012 2013 \n",
"0 2652 2111 1746 1758 2203 2635 2004 \n",
"1 702 560 716 561 539 620 603 \n",
"2 3623 4005 5393 4752 4325 3774 4331 \n",
"3 0 0 0 0 0 0 0 \n",
"4 1 0 0 0 0 1 1 \n",
"\n",
"[5 rows x 43 columns]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_can.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Let's find out how many entries there are in our dataset"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(195, 43)\n"
]
}
],
"source": [
"# print the dimensions of the dataframe\n",
"print(df_can.shape)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Clean up data. We will make some modifications to the original dataset to make it easier to create our visualizations. Refer to *Introduction to Matplotlib and Line Plots* and *Area Plots, Histograms, and Bar Plots* for a detailed description of this preprocessing."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"data dimensions: (195, 38)\n"
]
}
],
"source": [
"# clean up the dataset to remove unnecessary columns (eg. REG) \n",
"df_can.drop(['AREA','REG','DEV','Type','Coverage'], axis = 1, inplace = True)\n",
"\n",
"# let's rename the columns so that they make sense\n",
"df_can.rename (columns = {'OdName':'Country', 'AreaName':'Continent','RegName':'Region'}, inplace = True)\n",
"\n",
"# for sake of consistency, let's also make all column labels of type string\n",
"df_can.columns = list(map(str, df_can.columns))\n",
"\n",
"# set the country name as index - useful for quickly looking up countries using .loc method\n",
"df_can.set_index('Country', inplace = True)\n",
"\n",
"# add total column\n",
"df_can['Total'] = df_can.sum (axis = 1)\n",
"\n",
"# years that we will be using in this lesson - useful for plotting later on\n",
"years = list(map(str, range(1980, 2014)))\n",
"print ('data dimensions:', df_can.shape)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Visualizing Data using Matplotlib<a id=\"4\"></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Import `matplotlib`:"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Matplotlib version: 3.3.4\n"
]
}
],
"source": [
"%matplotlib inline\n",
"\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.patches as mpatches # needed for waffle Charts\n",
"\n",
"mpl.style.use('ggplot') # optional: for ggplot-like style\n",
"\n",
"# check for latest version of Matplotlib\n",
"print ('Matplotlib version: ', mpl.__version__) # >= 2.0.0"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Waffle Charts <a id=\"6\"></a>\n",
"\n",
"\n",
"A `waffle chart` is an interesting visualization that is normally created to display progress toward goals. It is commonly an effective option when you are trying to add interesting visualization features to a visual that consists mainly of cells, such as an Excel dashboard."
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Let's revisit the previous case study about Denmark, Norway, and Sweden."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
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"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Continent</th>\n",
" <th>Region</th>\n",
" <th>DevName</th>\n",
" <th>1980</th>\n",
" <th>1981</th>\n",
" <th>1982</th>\n",
" <th>1983</th>\n",
" <th>1984</th>\n",
" <th>1985</th>\n",
" <th>1986</th>\n",
" <th>...</th>\n",
" <th>2005</th>\n",
" <th>2006</th>\n",
" <th>2007</th>\n",
" <th>2008</th>\n",
" <th>2009</th>\n",
" <th>2010</th>\n",
" <th>2011</th>\n",
" <th>2012</th>\n",
" <th>2013</th>\n",
" <th>Total</th>\n",
" </tr>\n",
" <tr>\n",
" <th>Country</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>Denmark</th>\n",
" <td>Europe</td>\n",
" <td>Northern Europe</td>\n",
" <td>Developed regions</td>\n",
" <td>272</td>\n",
" <td>293</td>\n",
" <td>299</td>\n",
" <td>106</td>\n",
" <td>93</td>\n",
" <td>73</td>\n",
" <td>93</td>\n",
" <td>...</td>\n",
" <td>62</td>\n",
" <td>101</td>\n",
" <td>97</td>\n",
" <td>108</td>\n",
" <td>81</td>\n",
" <td>92</td>\n",
" <td>93</td>\n",
" <td>94</td>\n",
" <td>81</td>\n",
" <td>3901</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Norway</th>\n",
" <td>Europe</td>\n",
" <td>Northern Europe</td>\n",
" <td>Developed regions</td>\n",
" <td>116</td>\n",
" <td>77</td>\n",
" <td>106</td>\n",
" <td>51</td>\n",
" <td>31</td>\n",
" <td>54</td>\n",
" <td>56</td>\n",
" <td>...</td>\n",
" <td>57</td>\n",
" <td>53</td>\n",
" <td>73</td>\n",
" <td>66</td>\n",
" <td>75</td>\n",
" <td>46</td>\n",
" <td>49</td>\n",
" <td>53</td>\n",
" <td>59</td>\n",
" <td>2327</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Sweden</th>\n",
" <td>Europe</td>\n",
" <td>Northern Europe</td>\n",
" <td>Developed regions</td>\n",
" <td>281</td>\n",
" <td>308</td>\n",
" <td>222</td>\n",
" <td>176</td>\n",
" <td>128</td>\n",
" <td>158</td>\n",
" <td>187</td>\n",
" <td>...</td>\n",
" <td>205</td>\n",
" <td>139</td>\n",
" <td>193</td>\n",
" <td>165</td>\n",
" <td>167</td>\n",
" <td>159</td>\n",
" <td>134</td>\n",
" <td>140</td>\n",
" <td>140</td>\n",
" <td>5866</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>3 rows × 38 columns</p>\n",
"</div>"
],
"text/plain": [
" Continent Region DevName 1980 1981 1982 1983 \\\n",
"Country \n",
"Denmark Europe Northern Europe Developed regions 272 293 299 106 \n",
"Norway Europe Northern Europe Developed regions 116 77 106 51 \n",
"Sweden Europe Northern Europe Developed regions 281 308 222 176 \n",
"\n",
" 1984 1985 1986 ... 2005 2006 2007 2008 2009 2010 2011 \\\n",
"Country ... \n",
"Denmark 93 73 93 ... 62 101 97 108 81 92 93 \n",
"Norway 31 54 56 ... 57 53 73 66 75 46 49 \n",
"Sweden 128 158 187 ... 205 139 193 165 167 159 134 \n",
"\n",
" 2012 2013 Total \n",
"Country \n",
"Denmark 94 81 3901 \n",
"Norway 53 59 2327 \n",
"Sweden 140 140 5866 \n",
"\n",
"[3 rows x 38 columns]"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# let's create a new dataframe for these three countries \n",
"df_dsn = df_can.loc[['Denmark', 'Norway', 'Sweden'], :]\n",
"\n",
"# let's take a look at our dataframe\n",
"df_dsn"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Unfortunately, unlike R, `waffle` charts are not built into any of the Python visualization libraries. Therefore, we will learn how to create them from scratch."
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 1.** The first step into creating a waffle chart is determing the proportion of each category with respect to the total."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Denmark: 0.32255663965602777\n",
"Norway: 0.1924094592359848\n",
"Sweden: 0.48503390110798744\n"
]
}
],
"source": [
"# compute the proportion of each category with respect to the total\n",
"total_values = sum(df_dsn['Total'])\n",
"category_proportions = [(float(value) / total_values) for value in df_dsn['Total']]\n",
"\n",
"# print out proportions\n",
"for i, proportion in enumerate(category_proportions):\n",
" print (df_dsn.index.values[i] + ': ' + str(proportion))"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 2.** The second step is defining the overall size of the `waffle` chart."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Total number of tiles is 400\n"
]
}
],
"source": [
"width = 40 # width of chart\n",
"height = 10 # height of chart\n",
"\n",
"total_num_tiles = width * height # total number of tiles\n",
"\n",
"print ('Total number of tiles is ', total_num_tiles)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 3.** The third step is using the proportion of each category to determe it respective number of tiles"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Denmark: 129\n",
"Norway: 77\n",
"Sweden: 194\n"
]
}
],
"source": [
"# compute the number of tiles for each catagory\n",
"tiles_per_category = [round(proportion * total_num_tiles) for proportion in category_proportions]\n",
"\n",
"# print out number of tiles per category\n",
"for i, tiles in enumerate(tiles_per_category):\n",
" print (df_dsn.index.values[i] + ': ' + str(tiles))"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Based on the calculated proportions, Denmark will occupy 129 tiles of the `waffle` chart, Norway will occupy 77 tiles, and Sweden will occupy 194 tiles."
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 4.** The fourth step is creating a matrix that resembles the `waffle` chart and populating it."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Waffle chart populated!\n"
]
}
],
"source": [
"# initialize the waffle chart as an empty matrix\n",
"waffle_chart = np.zeros((height, width))\n",
"\n",
"# define indices to loop through waffle chart\n",
"category_index = 0\n",
"tile_index = 0\n",
"\n",
"# populate the waffle chart\n",
"for col in range(width):\n",
" for row in range(height):\n",
" tile_index += 1\n",
"\n",
" # if the number of tiles populated for the current category is equal to its corresponding allocated tiles...\n",
" if tile_index > sum(tiles_per_category[0:category_index]):\n",
" # ...proceed to the next category\n",
" category_index += 1 \n",
" \n",
" # set the class value to an integer, which increases with class\n",
" waffle_chart[row, col] = category_index\n",
" \n",
"print ('Waffle chart populated!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Let's take a peek at how the matrix looks like."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"array([[1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2.,\n",
" 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.],\n",
" [1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 2., 2., 2., 2.,\n",
" 2., 2., 2., 2., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3., 3.,\n",
" 3., 3., 3., 3., 3., 3., 3., 3.]])"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"waffle_chart"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"As expected, the matrix consists of three categories and the total number of each category's instances matches the total number of tiles allocated to each category."
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 5.** Map the `waffle` chart matrix into a visual."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7fd68821a828>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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1evXqQa+VlZWprKwsrj4pdgAAAADYS9A+O6lAsQMAAADAXpyrsY0ljsVOV1eX6urqdPPmTRmGoWAwqDVr1oxGbAAAAABSLN59dsYSx2LH4/Fo8+bNKi4uVm9vr6qrqzVv3jwVFBSMRnwAAAAAUsnNIzs+ny+6hvXEiRMVCAQUDocpdgAAAIDxICMxq7GlQlzv7HR2dury5cuaMWNGsuIBAAAAMJYkaDW2VDCs/961x0FfX5/27t2rp556atDdThsbG9XY2ChJqq2t1Uftt4a831cKs3Xlt3eHETJiRY6TLx1z/GjhhFSHEJcJWVn6r/v3Ux2G68WS594POkYpGnfKmVui2x/+JtVhuBo5Tj5yPHKPlP9OqkOIW9///suY23qfej6JkcQvpmInEonoL/7iLzR//nzb3U6/6LGvvz3k9fpDZXrmhebYosSwkOPkS8cc//RwINUhxCUQKNAnn1xNdRiuF0ue22b//ihF404Vp1/Tu0ueTnUYrkaOk48cj9zayMVUhxC3vtePxNzWu35nEiOJn+M0NsuydOzYMQUCgZgLHQAAAAAu4ebV2C5evKimpiYVFRWpqqpKkrRp06a4dy8FAAAAkIYMF6/GNmfOHJ04cWI0YgEAAAAw1qTxAgVxrcYGAAAAYJwZL0tPAwAAABhnGNkBAAAA4EpufmcHAAAAwDjm5tXYAAAAAIxjjOwAAAAAcCXe2QEAAADgRhYjOwAAAABcKSN9S4b0jRwAAABA0iVqZKerq0t1dXW6efOmDMNQMBjUmjVrBrR555139POf/1yS5PV69eyzz2r69OmSpB07dsjr9SojI0Mej0e1tbWOfVLsAAAAALCXoNXYPB6PNm/erOLiYvX29qq6ulrz5s1TQUFBtM2UKVP0ve99Tzk5OWppadGPf/xjvfzyy9Hre/fu1aRJk2Luk2IHAAAAgL0Ejez4fD75fD5J0sSJExUIBBQOhwcUO7Nnz45+njlzprq7u0fUJ8UOAAAAAHtxrsZWXV0d/RwMBhUMBh9o09nZqcuXL2vGjBm293nrrbe0cOHCAedqamokSatWrRr0vl9EsQMAAADAVrzv7Di9S9PX16dQKKQtW7YoOzt70DYffPCBfv3rX+ull16Kntu3b5/y8vLU09Oj/fv3a9q0aSotLR2yr/RdNBsAAABA8hkZsR8OIpGIQqGQli1bpsWLFw/a5sqVK/rRj36kqqoqPfzww9HzeXl5kqTc3FwtWrRIHR0djv1R7AAAAACwZWV4Yj6GvI9l6dixYwoEAlq7du2gbbq6unTw4EE999xzmjZtWvR8X1+fent7o5/PnTunoqIix9iZxgYAAADAlpWg1dguXryopqYmFRUVqaqqSpK0adMmdXV1SZIqKyv16quv6vbt2zp+/LgkRZeY7unp0cGDByVJ/f39qqio0IIFCxz7pNgBAAAAYC9Bq7HNmTNHJ06cGLLNtm3btG3btgfO5+fn68CBA3H3SbEDAAAAwF6CRnZSgWIHAAAAgK14V2MbSyh2AAAAANhjZAcAAACAG1liZAcAAACAC1kZ6VsypG/kAAAAAJKOd3YAAAAAuFKi9tlJBYodAAAAAPYY2QEAAADgRozsAAAAAHCldF6NLeYyzTRN/dmf/Zlqa2uTGQ8AAACAMcTK8MR8jDUxj+z86le/UiAQUG9vbzLjAQAAADCGWLGPj4w5MUXe3d2t5uZmrVy5MtnxAAAAABhDLMOI+RhrDMuyLKdGoVBITz75pHp7e/XGG2+ourr6gTaNjY1qbGyUJNXW1uqj9ltD3vMrhdm68tu7wwwbsSDHyZeOOX60cEKqQ4jLhKws/df9+6kOw/ViyXPvBx2jFI075cwt0e0Pf5PqMFyNHCcfOR65R8p/J9UhxO36Ry0xt506Z2ESI4mf4zS2999/X7m5uSouLtaFCxds2wWDQQWDwej3Z15oHvK+9YfKHNtgZMhx8qVjjn96OJDqEOISCBTok0+upjoM14slz21Lnh6laNyp4vRrepccJhU5Tj5yPHJrIxdTHULc0nmBAsdi5+LFizp79qxaWlp0//599fb26siRI9q5c+doxAcAAAAghVy99PQ3vvENfeMb35AkXbhwQW+88QaFDgAAADBOjMV3cWLFPjsAAAAAbJnG2FtSOlZxFTtf/epX9dWvfjVZsQAAAAAYY1z9zg4AAACA8StR7+x0dXWprq5ON2/elGEYCgaDWrNmzcC+LEsNDQ1qaWnRQw89pO3bt6u4uFiS1NraqoaGBpmmqZUrV2r9+vWOfVLsAAAAALCVqJEdj8ejzZs3q7i4WL29vaqurta8efNUUFAQbdPS0qLr16/ryJEjam9v1/Hjx/Xyyy/LNE3V19drz5498vv92r17t8rLywf8djDpu7QCAAAAgKSzjIyYj6H4fL7oKM3EiRMVCAQUDocHtDl79qwef/xxGYahWbNm6c6dO7px44Y6Ojo0depU5efnKzMzU0uXLtWZM2ccY2dkBwAAAICteEd2qquro5+/uBfnf+vs7NTly5c1Y8aMAefD4bAmT54c/e73+xUOhxUOh+X3+wecb29vd4yFYgcAAACArXiXnq6trR3yel9fn0KhkLZs2aLs7OyBfVnWA+0Nw7A974RiBwAAAIAt00rc0tORSEShUEjLli3T4sWLH7ju9/vV1dUV/d7d3S2fz6dIJKLu7u4HzjvhnR0AAAAAtiwZMR9D3seydOzYMQUCAa1du3bQNuXl5WpqapJlWbp06ZKys7Pl8/lUUlKia9euqbOzU5FIRKdOnVJ5eblj7IzsAAAAALCVqNXYLl68qKamJhUVFamqqkqStGnTpuhITmVlpRYuXKjm5mbt3LlTWVlZ2r59u6TPVnLbunWrampqZJqmVqxYocLCQsc+KXYAAAAA2EpUsTNnzhydOHFiyDaGYejZZ58d9FpZWZnKysri6pNiBwAAAICtRBU7qUCxAwAAAMCWZVHsAAAAAHAhRnYAAAAAuJKZxgs4U+wAAAAAsMU0NgAAAACuZDKNDQAAAIAb8c4OAAAAAFdiGhsAAAAAV2JkBwAAAIArMbIDAAAAwJVMi6WnAQBjVNvs33dsk3f6NbUteXoUogEApBsz1QGMAMUOAAAAAFtMYwMAAADgSixQAAAAAMCVGNkBAAAA4EqM7AAAAABwpX5GdgAAAAC4keunsd25c0fHjh3Tb3/7WxmGoW9961uaNWtWsmMDAAAAkGKWleoIhi+mYqehoUELFizQn/zJnygSiejevXvJjgsAAADAGGAm8J2do0ePqrm5Wbm5uQqFQg9c/8UvfqF33nnns35NU1evXlV9fb1ycnK0Y8cOeb1eZWRkyOPxqLa21rE/x2Ln7t27+vDDD7Vjx47PfpCZqcxMZr8BAAAA40Eip7EtX75cq1evVl1d3aDX161bp3Xr1kmSzp49q1/+8pfKycmJXt+7d68mTZoUc3+OVUtnZ6cmTZqko0eP6sqVKyouLtaWLVvk9XoHtGtsbFRjY6Mkqba2VvWHyoa871cKsx3bYGTIcfKlY44DgQmpDiEuE7KyFAgUpDqMtJZ3+jXHNjlzS1QRQzsMHzlOPnKcfOR4fErkNLbS0lJ1dnbG1PbkyZN67LHHRtSfY7HT39+vy5cva+vWrZo5c6YaGhr0+uuv6w/+4A8GtAsGgwoGg9Hvz7zQPOR96w+VObbByJDj5EvHHP/0cCDVIcQlECjQJ59cTXUYaa1tydOObSpOv6Z3Y2iH4SPHyUeOk48cj9zayMVUhxC3eJeerq6ujn7+Yo0Qq3v37qm1tVXPPPPMgPM1NTWSpFWrVsV0X8dix+/3y+/3a+bMmZKkJUuW6PXXX487YAAAAADpp9+Mr9iJ5V0aJ++//75mz549YArbvn37lJeXp56eHu3fv1/Tpk1TaWnpkPfJcOrokUcekd/v17//+79Lks6fP6+CAqaUAAAAAOOBZcV+JMrJkydVUVEx4FxeXp4kKTc3V4sWLVJHR4fjfRyLHUnaunWrjhw5oj/90z/Vxx9/rCeffHIYIQMAAABIN6aMmI9EuHv3rtra2lReXh4919fXp97e3ujnc+fOqaioyPFeMS2rNn369IQMRwEAAABIL4kcsTl8+LDa2tp069Ytbdu2TRs3blQkEpEkVVZWSpLee+89zZ8/f8CCaD09PTp48KCkz9YUqKio0IIFCxz7Yw1pAAAAALYSufT0rl27HNssX75cy5cvH3AuPz9fBw4ciLs/ih0AAAAAtswEjuyMNoodAAAAALYSOY1ttFHsAAAAALDVn8BpbKONYgcAAACALUZ2AAAAALgSxQ4AAAAAVzKZxgYAAADAjRjZAQAAAOBKFDsAAAAAXIl9dgAAAAC4kmnyzg4AAAAAF2JkBwAAAIAr8c4OAAAAAFei2AEAAADgSkxjAwAAAOBKjOwAAAAAcCXTTHUEw0exAwAAAMAWxQ4AAAAAV+KdHQAAAACuZMX10s7Y2oCUYgcAAACArUQuUHD06FE1NzcrNzdXoVDogesXLlzQD3/4Q02ZMkWStHjxYm3YsEGS1NraqoaGBpmmqZUrV2r9+vWO/VHsAAAAALCVyHd2li9frtWrV6uurs62zdy5c1VdXf2FGEzV19drz5498vv92r17t8rLy1VQUDBkfxkJiRoAAACAK1lW7IeT0tJS5eTkxB1DR0eHpk6dqvz8fGVmZmrp0qU6c+aM4+8Y2QEAAABgqz/OkZ3Pj8oEg0EFg8G4fn/p0iVVVVXJ5/Np8+bNKiwsVDgclt/vj7bx+/1qb293vBfFDgAAAABbVlzLsRmqra0ddl+PPvqojh49Kq/Xq+bmZh04cEBHjhwZdJEEw3BeDIFpbAAAAABsmVbsx0hlZ2fL6/VKksrKytTf369PP/1Ufr9f3d3d0Xbd3d3y+XyO94tpZOcf/uEf9NZbb8kwDBUWFmr79u3Kysoa5j8BAAAAQLpI5GpsTm7evKnc3FwZhqGOjg6ZpqmHH35YX/rSl3Tt2jV1dnYqLy9Pp06d0s6dOx3v51jshMNh/eM//qNeeeUVZWVl6dChQzp16pSWL1+eiH8PAAAAgDHMTOCuoocPH1ZbW5tu3bqlbdu2aePGjYpEIpKkyspKnT59Wm+++aY8Ho+ysrK0a9cuGYYhj8ejrVu3qqamRqZpasWKFSosLHTsL6aRHdM0df/+fXk8Ht2/fz+mISMAAAAA6S+RIzu7du0a8vrq1au1evXqQa+VlZWprKwsrv4ci528vDx9/etf17e+9S1lZWVp/vz5mj9/flydAAAAAEhPozmNLdEMa7ClDT7n9u3bCoVC+va3v63s7GwdOnRIS5Ys0eOPPz6gXWNjoxobGyVJtbW1+qj91pAdf6UwW1d+e3eE4WMo5Dj50jHHjxZOSHUIcZmQlaX/un8/1WGktd4POhzb5Mwt0e0PfzMK0Yxf5Dj5yHHykeORe6T8d1IdQtxe+ttIzG1f/MOxtdizYzTnz5/XlClTNGnSJEnS4sWLdenSpQeKnS+uof3MC81D3rf+UJljG4wMOU6+dMzxTw8HUh1CXAKBAn3yydVUh5HW2pY87dim4vRrejeGdhg+cpx85Dj5yPHIrY1cTHUIcXMYGxnTHIudyZMnq729Xffu3VNWVpbOnz+vkpKS0YgNAAAAQIqZcW4qOpY4FjszZ87UkiVL9J3vfEcej0fTp0+PexdUAAAAAOnJ1SM7krRx40Zt3Lgx2bEAAAAAGGMSuPL0qBtbbxABAAAAGFOsNK52KHYAAAAA2ErjWWwUOwAAAADs9fen7woFFDtAmki3JaMBAIA7WOlb61DsAAAAALBnpvE8NoodAAAAALZcv/Q0AAAAgPHJZDU2AAAAAG6UxgM7FDsAAAAA7LHPDgAAAABXYulpAAAAAK7EyA4AAAAAV0rjWodiBwAAAIC9RI7sHD16VM3NzcrNzVUoFHrg+jvvvKOf//znkiSv16tnn31W06dPlyTt2LFDXq9XGRkZ8ng8qq2tdeyPYgcAAACArUTus7N8+XKtXr1adXV1g16fMmWKvve97yknJ0ctLS368Y9/rJdffjl6fe/evZo0aVLM/VHsAAAAALCVyH12SktL1dnZaXt99uzZ0c8zZ85Ud3f3iPqj2AEAAABgK5EjO/F46623tHDhwgHnampqJEmrVq1SMBh0vAfFDgAAAABbZiS+paerq6ujn4PBYExFyRd98MEH+vWvf62XXnopem7fvn3Ky8tTT0+P9u/fr2nTpqm0tHTI+1DsAAAAALBlxjmyE8vCAUO5cuWKfvSjH2n37t16+OGHo+fz8vIkSbm5uVq0aJE6Ojoci52MEUUCAAAAwNUs04r5GKmuri4dPHhQzz33nKZNmxY939fXp97e3ujnc+fOqaioyPF+jOwAAAAAsJXId3YOHz6strY23bp1S9u2bdPGjRsViUQkSZWVlXr11Vd1+/ZtHT9+XJKiS0z39PTo4MGDkqT+/n5VVFRowYIFjv1R7AAAAACwlcjV2Hbt2jXk9W3btmnbtm0PnM/Pz9eBAwfi7s+wUrW8AgAAAIAx7w93fxJz27/9QSCJkcQvZe/sfH6VBiQHOU4+cpx85Hh0kOfkI8fJR46TjxyPT5ZlxXyMNUxjAwAAAGCrP9Kf6hCGjWIHAAAAgK2xOGITq5QVO8PZXAjxIcfJR46TjxyPDvKcfOQ4+chx8pHj8SkRS0qnCgsUAAAAALC14fn/F3PbV/+yOImRxI9pbAAAAABsmZaZ6hCGjWIHAAAAgK10nsZGsQMAAADAltnPyA4AAAAAFzJNih0AAAAALsQ0NgAAAACuZLFAAQAAAAA3YmQHAAAAgCtR7AAAAABwJfbZAQAAAOBKZqQ/1SEMG8UOAAAAAFtMYwMAAADgSqzGBgAAAMCVTEZ2AAAAALiRZSZuZOfo0aNqbm5Wbm6uQqHQg31ZlhoaGtTS0qKHHnpI27dvV3FxsSSptbVVDQ0NMk1TK1eu1Pr16x37y0hY5AAAAABcxzKtmA8ny5cv13e/+13b6y0tLbp+/bqOHDmib37zmzp+/LgkyTRN1dfX67vf/a5eeeUVnTx5UlevXnXsj2IHAAAAgC3LMmM+nJSWlionJ8f2+tmzZ/X444/LMAzNmjVLd+7c0Y0bN9TR0aGpU6cqPz9fmZmZWrp0qc6cOePYH9PYAAAAANgazaWnw+GwJk+eHP3u9/sVDocVDofl9/sHnG9vb3e8H8UOAAAAAFvvvvFEzG17e3v1/e9/P/o9GAwqGAzG/HvLenAqnGEYtuedUOwAAAAASIiJEyeqtrZ22L/3+/3q6uqKfu/u7pbP51MkElF3d/cD553wzg4AAACAMaG8vFxNTU2yLEuXLl1Sdna2fD6fSkpKdO3aNXV2dioSiejUqVMqLy93vJ9hDTYmBAAAAAAJdvjwYbW1tenWrVvKzc3Vxo0bFYlEJEmVlZWyLEv19fX613/9V2VlZWn79u0qKSmRJDU3N+snP/mJTNPUihUr9NRTTzn2R7EDAAAAwJWYxgYAAADAlSh2AAAAALgSxQ4AAAAAV6LYAQAAAOBKFDsAAAAAXIliBwAAAIArUewAAAAAcCWKHQAAAACu9P8BetAMkqj9EyoAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 1152x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# instantiate a new figure object\n",
"fig = plt.figure()\n",
"\n",
"# use matshow to display the waffle chart\n",
"colormap = plt.cm.coolwarm\n",
"plt.matshow(waffle_chart, cmap=colormap)\n",
"plt.colorbar()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 6.** Prettify the chart."
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"([], [])"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1152x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# instantiate a new figure object\n",
"fig = plt.figure()\n",
"\n",
"# use matshow to display the waffle chart\n",
"colormap = plt.cm.coolwarm\n",
"plt.matshow(waffle_chart, cmap=colormap)\n",
"plt.colorbar()\n",
"\n",
"# get the axis\n",
"ax = plt.gca()\n",
"\n",
"# set minor ticks\n",
"ax.set_xticks(np.arange(-.5, (width), 1), minor=True)\n",
"ax.set_yticks(np.arange(-.5, (height), 1), minor=True)\n",
" \n",
"# add gridlines based on minor ticks\n",
"ax.grid(which='minor', color='w', linestyle='-', linewidth=2)\n",
"\n",
"plt.xticks([])\n",
"plt.yticks([])"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"**Step 7.** Create a legend and add it to chart."
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.legend.Legend at 0x7fd67fe56e10>"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1152x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# instantiate a new figure object\n",
"fig = plt.figure()\n",
"\n",
"# use matshow to display the waffle chart\n",
"colormap = plt.cm.coolwarm\n",
"plt.matshow(waffle_chart, cmap=colormap)\n",
"plt.colorbar()\n",
"\n",
"# get the axis\n",
"ax = plt.gca()\n",
"\n",
"# set minor ticks\n",
"ax.set_xticks(np.arange(-.5, (width), 1), minor=True)\n",
"ax.set_yticks(np.arange(-.5, (height), 1), minor=True)\n",
" \n",
"# add gridlines based on minor ticks\n",
"ax.grid(which='minor', color='w', linestyle='-', linewidth=2)\n",
"\n",
"plt.xticks([])\n",
"plt.yticks([])\n",
"\n",
"# compute cumulative sum of individual categories to match color schemes between chart and legend\n",
"values_cumsum = np.cumsum(df_dsn['Total'])\n",
"total_values = values_cumsum[len(values_cumsum) - 1]\n",
"\n",
"# create legend\n",
"legend_handles = []\n",
"for i, category in enumerate(df_dsn.index.values):\n",
" label_str = category + ' (' + str(df_dsn['Total'][i]) + ')'\n",
" color_val = colormap(float(values_cumsum[i])/total_values)\n",
" legend_handles.append(mpatches.Patch(color=color_val, label=label_str))\n",
"\n",
"# add legend to chart\n",
"plt.legend(handles=legend_handles,\n",
" loc='lower center', \n",
" ncol=len(df_dsn.index.values),\n",
" bbox_to_anchor=(0., -0.2, 0.95, .1)\n",
" )"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"And there you go! What a good looking *delicious* `waffle` chart, don't you think?"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Now it would very inefficient to repeat these seven steps every time we wish to create a `waffle` chart. So let's combine all seven steps into one function called *create_waffle_chart*. This function would take the following parameters as input:\n",
"\n",
"> 1. **categories**: Unique categories or classes in dataframe.\n",
"> 2. **values**: Values corresponding to categories or classes.\n",
"> 3. **height**: Defined height of waffle chart.\n",
"> 4. **width**: Defined width of waffle chart.\n",
"> 5. **colormap**: Colormap class\n",
"> 6. **value_sign**: In order to make our function more generalizable, we will add this parameter to address signs that could be associated with a value such as %, $, and so on. **value_sign** has a default value of empty string."
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [],
"source": [
"def create_waffle_chart(categories, values, height, width, colormap, value_sign=''):\n",
"\n",
" # compute the proportion of each category with respect to the total\n",
" total_values = sum(values)\n",
" category_proportions = [(float(value) / total_values) for value in values]\n",
"\n",
" # compute the total number of tiles\n",
" total_num_tiles = width * height # total number of tiles\n",
" print ('Total number of tiles is', total_num_tiles)\n",
" \n",
" # compute the number of tiles for each catagory\n",
" tiles_per_category = [round(proportion * total_num_tiles) for proportion in category_proportions]\n",
"\n",
" # print out number of tiles per category\n",
" for i, tiles in enumerate(tiles_per_category):\n",
" print (df_dsn.index.values[i] + ': ' + str(tiles))\n",
" \n",
" # initialize the waffle chart as an empty matrix\n",
" waffle_chart = np.zeros((height, width))\n",
"\n",
" # define indices to loop through waffle chart\n",
" category_index = 0\n",
" tile_index = 0\n",
"\n",
" # populate the waffle chart\n",
" for col in range(width):\n",
" for row in range(height):\n",
" tile_index += 1\n",
"\n",
" # if the number of tiles populated for the current category \n",
" # is equal to its corresponding allocated tiles...\n",
" if tile_index > sum(tiles_per_category[0:category_index]):\n",
" # ...proceed to the next category\n",
" category_index += 1 \n",
" \n",
" # set the class value to an integer, which increases with class\n",
" waffle_chart[row, col] = category_index\n",
" \n",
" # instantiate a new figure object\n",
" fig = plt.figure()\n",
"\n",
" # use matshow to display the waffle chart\n",
" colormap = plt.cm.coolwarm\n",
" plt.matshow(waffle_chart, cmap=colormap)\n",
" plt.colorbar()\n",
"\n",
" # get the axis\n",
" ax = plt.gca()\n",
"\n",
" # set minor ticks\n",
" ax.set_xticks(np.arange(-.5, (width), 1), minor=True)\n",
" ax.set_yticks(np.arange(-.5, (height), 1), minor=True)\n",
" \n",
" # add dridlines based on minor ticks\n",
" ax.grid(which='minor', color='w', linestyle='-', linewidth=2)\n",
"\n",
" plt.xticks([])\n",
" plt.yticks([])\n",
"\n",
" # compute cumulative sum of individual categories to match color schemes between chart and legend\n",
" values_cumsum = np.cumsum(values)\n",
" total_values = values_cumsum[len(values_cumsum) - 1]\n",
"\n",
" # create legend\n",
" legend_handles = []\n",
" for i, category in enumerate(categories):\n",
" if value_sign == '%':\n",
" label_str = category + ' (' + str(values[i]) + value_sign + ')'\n",
" else:\n",
" label_str = category + ' (' + value_sign + str(values[i]) + ')'\n",
" \n",
" color_val = colormap(float(values_cumsum[i])/total_values)\n",
" legend_handles.append(mpatches.Patch(color=color_val, label=label_str))\n",
"\n",
" # add legend to chart\n",
" plt.legend(\n",
" handles=legend_handles,\n",
" loc='lower center', \n",
" ncol=len(categories),\n",
" bbox_to_anchor=(0., -0.2, 0.95, .1)\n",
" )"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Now to create a `waffle` chart, all we have to do is call the function `create_waffle_chart`. Let's define the input parameters:"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [],
"source": [
"width = 40 # width of chart\n",
"height = 10 # height of chart\n",
"\n",
"categories = df_dsn.index.values # categories\n",
"values = df_dsn['Total'] # correponding values of categories\n",
"\n",
"colormap = plt.cm.coolwarm # color map class"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"And now let's call our function to create a `waffle` chart."
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Total number of tiles is 400\n",
"Denmark: 129\n",
"Norway: 77\n",
"Sweden: 194\n"
]
},
{
"data": {
"text/plain": [
"<Figure size 432x288 with 0 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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MVX862dVgMwzDuNpJAAAAAKh9J3Z+6lO7azvdUcOZVI1Pk+Cys7OVmZlZ07kAAAAAqE02u29HgKnySEzPgeur1WHWisRqx/FHDOJYK04g5RLIcXIPVH5zqIrEtm4TMHECKZdgiLOyTrtqxRng2VvtOP6IQRxrxQmkXIhTO3ECKZeaiGNFx7/07TVI5C2JNZxJ1bAmBgAAAAhS/rhPzNVAEQMAAAAEKXYnAwAAAGApVt2djCIGAAAACFJMJwMAAABgLTZGYgAAAABYiOHbHVcCDkUMAAAAEKQMRmIAAAAAWAlrYgAAAABYitfGFssAAAAALITpZAAAAAAshfvEAAAAALAU1sQAAAAAsBRGYgAAAABYij9GYvLz8zV//nydOHFCNptNbrdb/fv3L9uPYWjp0qXauXOn6tWrpzFjxig2NlaStGvXLi1dulRer1e9e/fW4MGDK+2TIgYAAAAIUv4YiXE4HBo+fLhiY2NVXFys1NRUdejQQS1atDDb7Ny5U0ePHtW8efO0f/9+LV68WE899ZS8Xq+WLFmiKVOmyOl0avLkyXK5XGWeezk2wzCMamcOAAAAwHJyDxzwqV1s69Y+x3z66afVt29fdejQwTy3aNEixcXFKSEhQZI0fvx4TZs2TceOHdNbb72lJ554QpL07rvvSpLuuuuuCvvwaSQmOztb27dv1+jRo31OHgAAAEBgq8oWy6mpqebHbrdbbre7XJu8vDwdPHhQbdq0KXO+sLBQUVFR5mOn06nCwkIVFhbK6XSWOb9///5Kc/GpiHG5XHK5XJKkngPX+/KUK8pakVjtOP6IQRxrxQmkXAI5Tu6BnGrFiW3dJmDiBFIuwRBnZZ121YozwLO32nH8EYM41ooTSLkQp3biBFIuNRHHigzD9yJm1qxZFV4vKSlRRkaGRowYobCwsF/0U37yl81mu+L5yrAmBgAAAAhShvyzxbLH41FGRoZuu+02devWrdx1p9Op/Px883FBQYEiIyPl8XhUUFBQ7nxlrLkxNAAAAIBqM2Tz6agwhmFo4cKFio6O1oABAy7bxuVyacOGDTIMQ/v27VNYWJgiIyPVunVrHTlyRHl5efJ4PNq8ebM5A6wijMQAAAAAQcofu5Pt3btXGzZsUExMjCZOnChJuu+++8yRl+TkZHXq1Ek7duzQuHHjVLduXY0ZM0bSxZ3NRo4cqfT0dHm9XvXq1UstW7astE+KGAAAACBI+aOIad++vZYtW1ZhG5vNpocffviy1+Lj4xUfH1+lPiliAAAAgCDlNay5uoQiBgAAAAhS/hiJuRooYgAAAIAgRREDAAAAwFIoYgAAAABYSlVudhlIKGIAAACAIOVlJAYAAACAlTCdDAAAAIClsMUyAAAAAEthTQwAAAAAS2E6GQAAAABLsepIjM0wDONqJwEAAACg9m35Z5FP7bq3j6jhTKrGp5U82dnZyszMrOlcAAAAANQiw7D5dASaKo/E9By4vlodZq1IrHYcf8QgjrXiBFIugRwn90BOteLEtm4TMHECKZdAjrOyTrtqxRng2RswcQIpF+LUTpxAyoU4tRMnkHKpiThWlLXntE/tesaF13AmVcOaGAAAACBIsbAfAAAAgKV4Lbo6niIGAAAACFKMxAAAAACwlEBctO8LihgAAAAgSFn1ZisUMQAAAECQ8vppOtmCBQu0Y8cORUREKCMjo9z1Dz74QBs3brzYp9erH374QUuWLFF4eLjGjh2r0NBQ2e12ORwOzZo1q9L+KGIAAACAIOX1+qeISUpKUt++fTV//vzLXh80aJAGDRok6eI9KFetWqXw8P/btjktLU0NGzb0uT+fbnYJAAAA4LfHkM2nozJxcXFlipKKZGVlqWfPntXKm5EYAAAAIEhVZYvl1NRU82O32y23213l/s6dO6ddu3Zp1KhRZc6np6dLkvr06eNTXIoYAAAAIEhVZXcyX9aqVGb79u1q165dmVGbGTNmqFGjRioqKtLMmTPVvHlzxcXFVRiH6WQAAABAkDIM3w5/ycrKUkJCQplzjRo1kiRFRESoS5cuysnJqTQORQwAAAAQpLyy+XT4w9mzZ7Vnzx65XC7zXElJiYqLi82Pd+/erZiYmEpjMZ0MAAAACFL+GmWZO3eu9uzZo1OnTiklJUVDhw6Vx+ORJCUnJ0uStm7dqltuuUWhoaHm84qKijRnzhxJUmlpqRISEtSxY8dK+6OIAQAAAIJUqZ+2WJ4wYUKlbZKSkpSUlFTmXNOmTTV79uwq90cRAwAAAAQpf653qU02w7Bq6gAAAACq452tXp/a/aFrYC2l9ymb7OxsZWZm1nQuAAAAAGqR1/DtCDRVHonpOXB9tTrMWpFY7Tj+iEEca8UJpFwCOU7ugcq3JKxIbOs2ARMnkHIJ5Dgr67SrVpwBnr0BEyeQciFO7cQJpFyIUztxAimXmohjRW9t8W0kZkj3wBqJYU0MAAAAEKSsurCEIgYAAAAIUl7DP7uT1TaKGAAAACBIeX2bTRZwKGIAAACAIBWIi/Z9QREDAAAABCmD6WQAAAAArISF/QAAAAAshelkAAAAACyFkRgAAAAAlkIRAwAAAMBSStliGQAAAICVcJ8YAAAAAJbCdDIAAAAAlkIRAwAAAMBSrLrFss0wrFp/AQAAAKiO5z/0rRR4tL+thjOpGp9GYrKzs7V9+3aNHj26pvMBAAAAUEtKS/0TZ8GCBdqxY4ciIiKUkZFR7vo333yjp59+Wk2aNJEkdevWTffcc48kadeuXVq6dKm8Xq969+6twYMHV9qfT0WMy+WSy+WSJPUcuN7Xz+WyslYkVjuOP2IQx1pxAimXQI6TeyCnWnFiW7cJmDiBlEsgx1lZp1214gzw7A2YOIGUC3FqJ04g5UKc2okTSLnURBwr8tecrKSkJPXt21fz58+/Ypsbb7xRqampZc55vV4tWbJEU6ZMkdPp1OTJk+VyudSiRYsK+7P7JWsAAAAAluM1fDsqExcXp/Dw8Cr3n5OTo2bNmqlp06aqU6eOevTooW3btlX6PBb2AwAAAEGqKiMxPx9FcbvdcrvdVepr3759mjhxoiIjIzV8+HC1bNlShYWFcjqdZhun06n9+/dXGosiBgAAAAhShs/bk9k0a9asX93P9ddfrwULFig0NFQ7duzQ7NmzNW/ePF1ujzGbrfJNBJhOBgAAAAQpf00nq0xYWJhCQ0MlSfHx8SotLdXJkyfldDpVUFBgtisoKFBkZGSl8ShiAAAAgCBlGL4d1XXixAlz1CUnJ0der1cNGjRQ69atdeTIEeXl5cnj8Wjz5s3mhmIVYToZAAAAEKRKS/2zPdncuXO1Z88enTp1SikpKRo6dKg8Ho8kKTk5WVu2bNHq1avlcDhUt25dTZgwQTabTQ6HQyNHjlR6erq8Xq969eqlli1bVtofRQwAAAAQpPy1xfKECRMqvN63b1/17dv3stfi4+MVHx9fpf4oYgAAAIAg5fVXFVPLKGIAAACAIGV4r3YGvw5FDAAAABCkLrfFsRVQxAAAAABBystIDAAAAAArYSQGAAAAgKX4a4vl2kYRAwAAAAQpiw7EUMQAAAAAwcrrtWYVYzOsOhEOAAAAQLU8vqjYp3Z/+2P9Gs6kauy+NMrOzlZmZmZN5wIAAACgFhle345A49N0MpfLJZfLJUnqOXB9tTrMWpFY7Tj+iEEca8UJpFxqIk7ugZxqxYlt3eY3FyeQcgnkOCvrtKtWnAGevQETJ5ByIU7txAmkXIhTO3ECKZeaiGNFXotOymJNDAAAABCkrLqyhCIGAAAACFJssQwAAADAUgyL7k5GEQMAAAAEKdbEAAAAALAURmIAAAAAWApFDAAAAABLsWgNQxEDAAAABCt/jcQsWLBAO3bsUEREhDIyMspd37hxo95//31JUmhoqB5++GG1atVKkjR27FiFhobKbrfL4XBo1qxZlfZHEQMAAAAEqdJSr1/iJCUlqW/fvpo/f/5lrzdp0kTTpk1TeHi4du7cqUWLFumpp54yr6elpalhw4Y+90cRAwAAAAQpf93sMi4uTnl5eVe83q5dO/Pjtm3bqqCgoFr9UcQAAAAAQepqLOz/9NNP1alTpzLn0tPTJUl9+vSR2+2uNAZFDAAAABCkqlLEpKammh+73W6fio1f+vrrr7Vu3TpNnz7dPDdjxgw1atRIRUVFmjlzppo3b664uLgK41DEAAAAAEGqKje79GXBfUUOHTqkzMxMTZ48WQ0aNDDPN2rUSJIUERGhLl26KCcnp9Iixl6tTAAAAABYluE1fDqqKz8/X3PmzNGjjz6q5s2bm+dLSkpUXFxsfrx7927FxMRUGo+RGAAAACBI+Wt3srlz52rPnj06deqUUlJSNHToUHk8HklScnKy3n77bZ0+fVqLFy+WJHMr5aKiIs2ZM+d/cylVQkKCOnbsWGl/NsNfWxIAAAAAsJT7J//oU7vX/hpdw5lUjU/TybKzs5WZmVnTuQAAAACoRYZh+HQEGp+KGJfLpdGjR/utkPFHnEDKhTi1EyeQciFO7cQJpFyIUztxAikX4tROnEDKhTi1EyeQcgnEOLXN8Hp9OgJNldbEdO7c2S+d+iNOIOVCnNqJE0i5EKd24gRSLsSpnTiBlAtxaidOIOVCnNqJE0i5BGKc2ua9CveJ8QfWxAAAAABBauh/fOtTu2UZrWo0j6pidzIAAAAgSPlj++SrgSIGAAAACFKlpaVXO4VfhSIGAAAACFKMxAAAAACwFIoYAAAAAJZi1T2+KGIAAACAIOUNwHvA+IIiBgAAAAhSTCcDAAAAYCmGwUgMAAAAAAvxeihiAL8zDEPHjh3ThQsXrnYqAIArCAkJUePGjWWz2a52KgCqyMtIDOB/x44dk8fjUd26da92KgCAK7hw4YKOHTumJk2aXO1UAFQRa2KAGnDhwgUKGAAIcCEhITp//vzVTgPAr2CwOxkAAAAAK2EkBgAAAIClsDsZUAv2HA3X2fMOv8ULq1uquGanK2zTrFkz3XjjjfJ4PHI4HLr33ns1evRo2e12v+VRHa1atdK3335bYZvi4mINGzZM77zzjg4fPqyHHnpIpaWl8ng8GjVqlEaMGCFJ2rhxo6ZNm6YLFy6oQ4cOmjt3rurUqSPDMPTEE09ozZo1ql+/vv7rv/5LHTp0kCSNHz9en3zyiaKiorRhwwazz7S0NLndbt12221+/5zPnT0tr7fUb/HsdofqhYVX2KZJkyZKSUnR9OnTJUnz58/XmTNnNGnSJL/lUV0//fST/vSnP+m1117TZ599ppkzZ+rChQsKCQlRWlqa+b2499579dNPP6m0tFTdunXT3/72NzkcDr3wwgt67bXX5HA4FBUVpblz56ply5batGmTpk6davaTk5OjzMxM9e/fX3/84x+Vmpqq2NhYv38+Byf+TcUHvvdbvPqtW+r62Y9X2ObZZ5/VO++8I7vdLrvdrjlz5qhz585+y8GX31dfZWZm6tprr9W9996rp59+Wq+++qqcTqck6YknnpDb7daFCxf07//+7/rqq6/k8Xg0dOhQjR8/XpJ0/vx5TZ48WVlZWbLb7Zo8ebIGDhwoSXr//fc1e/Zs2Ww2/e53v9PChQuVn5+vsWPH6s033/RL/gACg5eRGKDmnT3v0ImSkFrtMzQ0VOvWrZN0caOBlJQUnTx5Uo8/XvGLoZpmGIYMw7c/PK+//rruvPNOORwONW3aVKtWrVK9evV0+vRpJSYmqm/fvmrSpIkee+wxLV++XK1bt9asWbP05ptv6v7779fatWuVm5urL774Qtu3b9ekSZP08ccfS5KGDRumUaNG6dFHHy3T58MPP6w//elPNVLEeL2lMkr9V8T48h5UvXr19OGHH2r8+PHmC8Wq8Hg8qlOnZv/kvvDCC3rggQckSU6nU6+++qqaNWumf/zjH7r33nu1e/duSdLixYvVoEEDGYahkSNH6oMPPtBdd92lm2++WatXr1ZYWJiWLl2q6dOn68UXX1RCQoL5O3D8+HF169ZNSUlJkqQRI0bo+eef1zPPPOP3z6f4wPc6vWWX3+NeybZt27R69WqtWbNG9erVU0FBQcDujOjxePT6669r7dq15rnRo0dr7NixZdp98MEHOn/+vNavX6+zZ8/qtttu01133aWYmBg9++yzioqK0pYtW+T1enX8+HFJUm5urp577jmtXLlS1157rY4dOyZJioqKUtOmTfXFF1+oW7dutffJAqhRXo9//p8uWLBAO3bsUEREhDIyMspdNwxDS5cu1c6dO1WvXj2NGTPGfANs165dWrp0qbxer3r37q3BgwdX2l9gvJUMWETjxo2VkZGhl156SYZhqLS0VNOmTVNycrISExP197//XZKUlZWlwYMHa+TIkerRo4dSUlLMgqNz585KT09Xv3791KdPH+3evVtDhw5Vly5d9PLLL0uSTp8+rbvvvlu9e/dWYmKiPvroI0nSd999p549e2rSpEnq3bu3fvzxRzO3goIC9evXT5988km5vJcvX66+fftKkurWrat69epJuvhOrPd/F/QVFhaqbt26at26tSQpKSlJK1eulCR99NFHGjp0qGw2m1wul4qKivTTTz9Jkm699VZde+215fps2bKljh8/brazOofDoeHDhyszM7Pcte+//1533323EhMTdffdd+uHH36QJD322GOaOnWq7rrrLk2fPl2JiYkqKiqSYRhq166d+Y72mDFjtH79en333XcaOHCgevfurd69e2vr1q3m9Us/A5KUkpJiFpE/t3LlSt1xxx2SpJtvvlnNmjWTJLVv317nzp3TuXPnJEkNGjSQdPGF8IULF8xtcRMSEhQWFiZJcrlcOnz4cLk+VqxYoTvuuMNs1717d23YsEEej6eqX9KA89NPP8npdJq/H06nU82aNdOOHTvM0cqPPvpIMTExOn/+vEpKSuRyuSRJBw8e1L333iu3262BAwdq//79kqRDhw6pX79+Sk5O1qxZs8r09/zzz5t/O/72t79J+r/f8UtvAAwZMkTFxcXlct24caM6dOhQaWFss9l09uxZeTwelZSUKCQkxPz+v/HGGxo3bpwkyW63m8X5K6+8opEjR5q/140bNzbj9evXT8uXL/f5awog8BmG16ejMklJSfrLX/5yxes7d+7U0aNHNW/ePP3xj3/U4sWLJUler1dLlizRX/7yFz377LPKysoy/49WhCIGqKJWrVrJ6/Xq2LFjeu2119SwYUOtXr1aq1ev1quvvqpDhw5Jkr766ivNnDlTmzZt0qFDh/TFF1+YMZo3b66PPvpI3bt312OPPaaXXnpJH330kZ5++mlJF0d/Xn75Za1du1bvvPOO0tLSzCIoJydHQ4cO1aeffqqWLVtKkvLy8nT//ffr8ccfV58+fcrke/78eR06dEgxMTHmuR9//FGJiYnq1KmTHn30UTVr1kxOp1Mej0e7du2SdPHF6qUXsUePHlXz5s3L5H/kyJFKv1YdOnQwX4j/FowcOVLLly/XyZMny5yfPHmyhgwZovXr1+vuu+8u80c8NzdXb7/9tqZPn64uXbpo69at+uc//6nrrrvO/JnYvn27OnfurKioKL311ltau3atXnzxRT3xxBOSpAceeEBvvPGGJOnkyZPKzs6W2+0uk8OhQ4d07bXXmi/Af27lypW66aabylwbOnSo4uLiFB4ebk4h+rnXXntNvXv3Lnf+vffe0x/+8Afzsd1uV6tWrfTNN99U+vULdElJSfrxxx/VvXt3TZo0SZs3b5Z08ef466+/liRt2bJF7du3186dO7Vjxw5zqtmf//xn/fWvf9WaNWs0bdo0c6R2ypQpGjFihFavXl2mGFi3bp0OHjyo//mf/9G6deu0e/duff7555Iu/sw89NBD2rhxoyIiIsw3E35u69atuuWWW8qce+mll5SYmKjx48frxIkTkqSBAwcqLCxMN998s+Lj4zVmzBhFRkaqqKhIkjRr1iz17t1bo0aNUl5eniTpwIEDOnDggO68807169dPn376qdlHx44dy/wtA2B9htfw6ajMpf8pV5Kdna3bb79dNptNN9xwg86cOaPjx48rJydHzZo1U9OmTVWnTh316NFD27Ztq7Q/ppMBv8KlguKzzz7Tnj17tGLFCknSqVOnlJubq7p166pTp07mC/+bbrpJ33//vbp37y5J5qjIjTfeqDNnzig8PFzh4eGqV6+eioqKFBYWpvT0dH3++eey2+06evSo+QKjZcuW5ru/0sV30++55x7NmjVLPXr0KJdrYWGhIiIiypyLjo7W+vXrdfToUT344IMaOHCgmjRposzMTE2dOlXnz59XUlKSHA5Hmc/353y5qV1UVNRvZiRGujiCMWTIEL344osKDQ01z2dnZ2vp0qWSpCFDhpjrZqSLLyIvfR27d++uzz//XC1atNCIESP0yiuv6MiRI4qMjFR4eLhOnjyp1NRUffPNN7Lb7crNzZUk9ejRQ6mpqTp27JhWrVqlO++8s9w78JdGEX7pn//8p6ZPn65ly5aVOb9s2TKVlJTokUce0caNG83pYZL01ltv6csvv9R7771Xro9//OMf6tWrV5nzUVFROnr0aLkX1VYTHh6uNWvWaMuWLdq0aZP+7d/+TVOnTtWwYcPUqlUr7du3Tzt37lRKSoq2bNlirik6ffq0tm3bplGjRpmxLm03vHXrVr300kuSLhaOM2bMkHTxb8dnn31mjpydOXNGubm5io6OVkxMjG6++WZJFwuo778vvy4oLy9PN9xwg/l4xIgR+o//+A/ZbDbNmjVLaWlpeu6557Rjxw7Z7Xbt3r1bJ06c0KBBg3T77berQYMGOnz4sLp27aoZM2bohRde0LRp07RgwQKVlpYqNzdX7733ng4fPqxBgwZpw4YNioiIML/XAH47Nr7v27Tv4uJiPfnkk+Zjt9td7g21ihQWFioqKsp87HQ6VVhYqMLCwjL/v5xOpzmaXRGKGKCKvv32WzkcDjVu3FiGYeipp54yX4hckpWVVeZdb4fDodKfreG4dO8bu91e5j44drtdHo9Hy5cvV0FBgdasWaOQkBB17tzZnAp0aRrPJXXq1FGHDh20bt26yxYxoaGh5nN/qVmzZmrXrp2++OILDRw4UF26dDELsnXr1unAgQOSpH/5l38pM7Xo8OHD5lSlipSUlJR5sf9bMHr0aLndbg0bNuyKbX5e4F1zzTXmx7feeqteeukltWzZUpMnT9aHH36oFStWmOsLFi5cqMaNG2vdunXyer3mSJsk3XPPPVq+fLnee+89zZ07t1yf9evXL/d9Pnz4sLlm5frrry/3nNDQUP3+97/Xxx9/bBYx69ev19y5c/Xee++VG9V5//331b9/f4WElF2Xdu7cud/M99nhcKhnz57q2bOn4uLi9Oabb2rYsGHq3r271q5dq5CQEN1+++0aN26cOZ3UMAw1bNjQXDf0S5cr+A3D0Lhx4/Tggw+WOf/dd9+V+9tRUlJS7vm//L3++U0mH3jgAXNt1DvvvKM77rhDISEhaty4sbp27aovv/xSgwYNUlhYmO68805J0qBBg/T6669Luvj77nK5FBISouuuu05t2rRRbm6uOnXq9Jv6XgOomvr165ebFlsVV3pD9Ne+Ucp0MqAK8vPzNXHiRI0cOVI2m029evXSyy+/bC7+PXDggM6cOVPtfk6ePKmoqCiFhIRo06ZNl30n9ueee+457d+/X/PmzSt37dprr1Vpaan5Qujw4cPmHPsTJ05o69at5jqYSwt4z507p+eff958gdW3b18tW7ZMhmEoOztbDRs2VNOmTSv9PHJzc9W+fXvfP3ELiIyMLPOCT5K6dOmid999V9LF9Uddu3a97HOjo6NVWFio3NxctWrVSl27dtWCBQvMEbpTp06padOmstvteuutt8oUvsOGDdOiRYsk6bJf09jY2DI/J0VFRfrXf/1XPfHEE2UWYZ8+fdocHfN4PFq7dq3atm0r6eIUyD//+c965ZVXykx9uuTdd9/VXXfdVe78b+X7nJOTY45+SdLXX3+tFi1aSLpYgC5atEgul0tRUVHmFIj27durQYMGiomJ0QcffCDp4j/qS9PPunbtav5svP3222bsXr166Y033tDp0xd3Rzxy5Ij5++eLtm3b6uDBg+bjn494fvjhh+b3Izo6Wps2bZJhGDpz5oy2b9+uNm3ayGazKTk5WVlZWZIurrG5NLLTv39/bdq0SdLFtXYHDhzQddddJ+ni37jfwvcaQO1zOp3Kz883HxcUFCgyMlJOp1MFBQXlzleGkRhYSlhd/+1I5Wu8kpIS9erVy9xieciQIXrkkUckXXzH8/vvv5fb7ZZhGHI6nebi/uq4++679cADD6hPnz666aabzBeZV+JwOLRo0SI98MADCg8P18iRI8tcT0pK0hdffKHExETt27dPaWlp5rsfY8aMUVxcnKSL2wZ/8skn8nq9GjFihLmzmNvt1po1a9S1a1eFhYXpueeeM2OPHj1aWVlZKiws1C233KJJkybp/vvv14ULF3Tw4EF17Nix2l+PX7LbHT7tKFaVeFXxyCOPmFOEJCk9PV0TJkzQ/PnzFRUVVebr80vx8fHmZgrdu3dXenq6WWQ89NBDeuihh7RixQr17NmzzKhbkyZN1LZtW/Xr1++yca+55hq1atVKubm5io2N1ZIlS/Ttt9/qmWeeMXcOu1SIDh8+XOfOnZPX61VCQoJZrE6bNk1nzpwxp0W1aNFCr7zyiqSLIwQ//vhjudG+vLw8hYaG+lTUVlX91i0rb+THeGfOnNHkyZN18uRJORwOXX/99eYOO/Hx8Tp27JhZcMbFxSkqKsp8t/CFF17QpEmT9Mwzz8jj8Wjw4MG66aabNHPmTKWkpOjFF1/UgAEDzL569eql/fv3myMhYWFhWrBggTn1sDK9e/cusxPZk08+aa5LiomJ0Zw5cyRdXMc1fvx43X777TIMQ8OGDdPvfvc7SdLUqVM1duxYTZkypczPba9evbRu3TolJCTI4XAoLS1NjRo1kiRt2rSp3Lo7APCFy+XSxx9/rJ49e2r//v0KCwtTZGSkGjZsqCNHjigvL0+NGjXS5s2bzU1HKmIzfN2jFbgKfvzxxzLTrfDrfPXVV3rhhRe0YMGCWutz1apV+uqrr5Samlprff6WnT17VomJiVq7dq0aNmx42TarVq3S7t27NXny5FrLa+HChWrQoIHuv//+WusTFz344INKS0urkXv0XMmgQYP03//935fdkfD8+fOKjo6utVwABJa5c+dqz549OnXqlCIiIjR06FBz58rk5GQZhqElS5boyy+/VN26dTVmzBhzJsiOHTv097//XV6vV7169SqzgcyVMBIDBIGbb75ZCQkJKi0t9fmd3uoqLS01R6xQPevXr9eECROUkpJyxQJGku68807zXh+1JSIiQkOGDKnVPnHR1KlT9dNPP9VaEZOfn6+UlJTLFjAAMGHChAqv22w2Pfzww5e9Fh8fr/j4+Cr1x0gMAhojMQBgDYzEAKhNLOwHAAAAYCkUMQhoISEh5s5fAIDAdOHChXJbbwNATWI6GQKaYRg6duwYhQwABLBL96Hx5d4OAOAPFDEAAAAALIXpZAAAAAAshSIGAAAAgKVQxAAAAACwFIoYAAAAAJZCEQMAAADAUv4/r/DyU2NhEiIAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 1152x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"create_waffle_chart(categories, values, height, width, colormap)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"There seems to be a new Python package for generating `waffle charts` called [PyWaffle](https://github.com/ligyxy/PyWaffle), but it looks like the repository is still being built. But feel free to check it out and play with it."
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"# Word Clouds <a id=\"8\"></a>\n",
"\n",
"\n",
"`Word` clouds (also known as text clouds or tag clouds) work in a simple way: the more a specific word appears in a source of textual data (such as a speech, blog post, or database), the bigger and bolder it appears in the word cloud."
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Luckily, a Python package already exists in Python for generating `word` clouds. The package, called `word_cloud` was developed by **Andreas Mueller**. You can learn more about the package by following this [link](https://github.com/amueller/word_cloud/).\n",
"\n",
"Let's use this package to learn how to generate a word cloud for a given text document."
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"First, let's install the package."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Collecting package metadata (current_repodata.json): done\n",
"Solving environment: failed with initial frozen solve. Retrying with flexible solve.\n",
"Collecting package metadata (repodata.json): done\n",
"Solving environment: done\n",
"\n",
"## Package Plan ##\n",
"\n",
" environment location: /home/jupyterlab/conda/envs/python\n",
"\n",
" added / updated specs:\n",
" - wordcloud==1.4.1\n",
"\n",
"\n",
"The following packages will be downloaded:\n",
"\n",
" package | build\n",
" ---------------------------|-----------------\n",
" ca-certificates-2020.12.5 | ha878542_0 137 KB conda-forge\n",
" wordcloud-1.4.1 | py36_0 324 KB conda-forge\n",
" ------------------------------------------------------------\n",
" Total: 462 KB\n",
"\n",
"The following NEW packages will be INSTALLED:\n",
"\n",
" wordcloud conda-forge/linux-64::wordcloud-1.4.1-py36_0\n",
"\n",
"The following packages will be SUPERSEDED by a higher-priority channel:\n",
"\n",
" ca-certificates pkgs/main::ca-certificates-2021.4.13-~ --> conda-forge::ca-certificates-2020.12.5-ha878542_0\n",
"\n",
"\n",
"\n",
"Downloading and Extracting Packages\n",
"ca-certificates-2020 | 137 KB | ##################################### | 100% \n",
"wordcloud-1.4.1 | 324 KB | ##################################### | 100% \n",
"Preparing transaction: done\n",
"Verifying transaction: done\n",
"Executing transaction: done\n",
"Wordcloud is installed and imported!\n"
]
}
],
"source": [
"# install wordcloud\n",
"!conda install -c conda-forge wordcloud==1.4.1 --yes\n",
"\n",
"# import package and its set of stopwords\n",
"from wordcloud import WordCloud, STOPWORDS\n",
"\n",
"print ('Wordcloud is installed and imported!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"`Word` clouds are commonly used to perform high-level analysis and visualization of text data. Accordinly, let's digress from the immigration dataset and work with an example that involves analyzing text data. Let's try to analyze a short novel written by **Lewis Carroll** titled *Alice's Adventures in Wonderland*. Let's go ahead and download a _.txt_ file of the novel."
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"File downloaded and saved!\n"
]
}
],
"source": [
"# download file and save as alice_novel.txt\n",
"!wget --quiet https://cf-courses-data.s3.us.cloud-object-storage.appdomain.cloud/IBMDeveloperSkillsNetwork-DV0101EN-SkillsNetwork/Data%20Files/alice_novel.txt\n",
"\n",
"# open the file and read it into a variable alice_novel\n",
"alice_novel = open('alice_novel.txt', 'r').read()\n",
" \n",
"print ('File downloaded and saved!')"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Next, let's use the stopwords that we imported from `word_cloud`. We use the function *set* to remove any redundant stopwords."
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [],
"source": [
"stopwords = set(STOPWORDS)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Create a word cloud object and generate a word cloud. For simplicity, let's generate a word cloud using only the first 2000 words in the novel."
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"text/plain": [
"<wordcloud.wordcloud.WordCloud at 0x7fd67fd764e0>"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# instantiate a word cloud object\n",
"alice_wc = WordCloud(\n",
" background_color='white',\n",
" max_words=2000,\n",
" stopwords=stopwords\n",
")\n",
"\n",
"# generate the word cloud\n",
"alice_wc.generate(alice_novel)"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Awesome! Now that the `word` cloud is created, let's visualize it."
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
},
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# display the word cloud\n",
"plt.imshow(alice_wc, interpolation='bilinear')\n",
"plt.axis('off')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Interesting! So in the first 2000 words in the novel, the most common words are **Alice**, **said**, **little**, **Queen**, and so on. Let's resize the cloud so that we can see the less frequent words a little better."
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1008x1296 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure()\n",
"fig.set_figwidth(14) # set width\n",
"fig.set_figheight(18) # set height\n",
"\n",
"# display the cloud\n",
"plt.imshow(alice_wc, interpolation='bilinear')\n",
"plt.axis('off')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"source": [
"Much better! However, **said** isn't really an informative word. So let's add it to our stopwords and re-generate the cloud."
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {
"button": false,
"new_sheet": false,
"run_control": {
"read_only": false
}
},
"outputs": [
{
"data": {
"image/png": 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/qCFFjFABntrAl5t4jVaj0gcU1SdI2UaKlqNL6RxPbfHiTUMiZQePGk+tI4SHkmsoOeAlL34jnLGLo8HUtkQJn0BG6EpQ5ZYFI8r3JF6gqCtNVdYoX+F5HovbUTbLSecFVVlT5jXzaUZVatZ3+qxsdIiaTsE3gXlacHg84cbuCh/cWkfePWQ4TpukwfLejTV2NvvcfXjE44MxVW3wPcXN3RU2Vjt8+eiEw5MxRemoSUkcEviK6TxHKsnWevcr2EuBQFJpgylLmM1Iq3KZ3CkpHb3e8wl9j8UXURsNCLCWwFOEShH5vks4qpovT4ZklaPddqOIyPNoBQG+ki8pUjmiXq7n5HqKkj6x6jY0OEHi9diMbjOrzzjOHxDJViPG9jDWLGl+C51D2xs4PYTXJ1IdTorHnBZPCFWML0JKnWGtpeuvv7AatqHhz+sx0+qMxOuwFt4kVp2Gblfjy5BSp8zqUZMYQMvrsxneZq5HHOX3KHSGQNL2VtmK32dY7HFU3CfxOgQqecm+J+AJ2t6A0uS0vD6x6r6gU3lbvHMEE0hFxw+pjcbwtPrvCVeRLUxNriu6QcRG3KHjRXSDkJUgIVY+Xd+JE7W1tL2Q9jkalTGWSVYwnKWsdVsoKRilOXlZk6z2UEIwnGUoKSkrTSsKGLQTtHE88VlecjZLKaqag9EUIQTaGM6mKcfjGVIK1roJWJe1u+BbUJQ1o3nO6TTlaDyjHQVs9trkleM+nk1TPnlcQXdK0C4odE4uM2pToa2mMCVCp2Tnfox01RJwLVUhnMZDCEi16/ho61p4lS0JbNCInZpkwdSk9ZzSFMv1sdYihcST3ks5dQuRlGp48rHyKHTNMHdB3yKArY1hnBcM88xVCDzHl7zCu0EIQaAUgzjmg5VVdjrP0tdCz+OXB/vkWrMSx9zs9fnhxiarsbsmlJT4Ujrq0TdsmvBVYVIUPBiNGOYZeV2T1dWlFTTLM1G4/s6iMnV1hl7hCt9NCOEh8JAiQogQSdg4US26Ehawzet8oMaYCdpM0WaCthOMnTXajLARhTeuVbZ6wbHnIsj0hGH5hHl9RlqPaXkrrAS7VJOA9BSqXFNXmiD0iWJ/yZzwPIXyFJ7vOhZ5WpJnJboylEXF+GxOnpYgXEyzst5xzIzXaAi+KljrPrMsa+ZpQVHpZYfAWEtR1qRZQVVqjMFpNSxEoU8rcdraqnJskgUdCJyWI/TVpeKEUCb0gm1m9SnT6hhX1zW0vRV6wTZFtcrcWtKyWnYrhHhaMPVbio6SZFVNUdckvo/vSbKyoi4NWeUq9POyYl6UlNpQaQ2WxvVUvLKh7oq6JUKw7DToRlsrkXgiJFJt1y2wFZUtly5QuZ65HzPDEwG+CBthtW1cxmqn6xUNpU6AFB6eDF4hwHYSd5fsxgQycQYCZo62ddMZqZcdCG2rJU2rMBmVKTBWYzFNclJS6JTKlg1FzDlvlToj11NyPaMwc5Tw8Zf7ZJvuS91QF98dX0FnQ9ERIZH0WQvdl+QyfPetWizu/DWN1a1ECedQBdDyQiLl0w8SamOIvacHtghKfE+xNegQBz6nMxeY395cIfQ9TmeZozhhWekk/NkH15zACcvpNOXh8YhJmnM0mjmRVK0ZzzOMsdxcH/BPPrxOVlYcjWZoYzkcTZnlJQfDCeM0p9aa97ZW+PGtbSZpwWie8btHh/zt3UN2bhVsJZqT8phUzylNiSc8ykbNP63GpDplUo3o+D0CGZJ4LYxxdmYdv4uxhlk9QTcCJG31ueN3F7gvA2pbM6zO0Lam7XXQzUkTqQ4dv0PsvdxRRiKagDWgH0VUWnOaprT9gEUvpLaGUZ4zLgpnJ3qOynOFt4ejDEoS3ydUjVDtHIZ5Rux5BFLSDgLWkoTr3S4brfby/UIIlBBNB/C7h1lZ8GgyptSa+DvanbnCFa7wzUCKFp7aaGhRFUquotQKIKj1CbU5dnoOfUStNvHkCljhBOdmRm1GKDNGyf6lNRuz6pSH819xlN9lWD5hI3qf99p/TnnWYfSlYjYqmE9zoiSg1Y5RTXIhlUsaojggjH20dkJmrEXXhiKrmE5StDYUeYXvK+JWgOcBX/NzVnmSKPKZzHM+v3/McDRHa4OnJHHoM55mzNOCstIkcUBRVO6Yzj1upJR0IteN0Y0TYK8TM+i3CPyLr3GsemxGd8j1lGG5Bzh9Qj/Y4Ubrp5wUAzIk2hgK62hUgedoVJUFX0m6UURaTpkVJZ0wpBOGzIuSaV7SCjOyquIsTZkUBa0goBVEeEqykiR0otCJxF+ScSwoRZ4IGYTbFHrOWbmHxeCfs5NdYGnhW4+Z1cPm54xE9YlVG91QnRaJiBIeLdVrOgmGWHVoeQP8l4xEELDUY6yF15FCMSz3yasj930I+UKsaNCk9ZhjHjgRufAa2pVz2TJYjK3xZIixhrQeM69Hy/2e1UMS1cOXIbWtKZp9z/SUiPa3R7MhhUIJSai8Z6qNz/gmiIX/1HM7IATKCgKpXuqzYK37jCQMaEcBgedReYZuEhH5Hp5yMzq0NszzkqPxjKysUFIwTnPG85xZXlDVGikFSeBT1poo8Oi1Ita6LfKyxlp4dDpGIMjKitNZxul0zsl0zv5wyqAdkxYVs6xknpfUxgACT/jnxNughKLltbDARrRNaQo6Xo9YJchA0jEdalPjSY9EtTEYAhmgrXZcPyzaakIZ0fLamOa/F4nHAtq4ZCNWCYnXImr8t5+HaZwa2n7ASpxQGc1JlrLZai+TubqhUY2LnEh5+Eriv6bNW9Q186rkLMs4TufMypK8oV9JIWj5Pp0wYj1J2Gi1HbfyJTxJ9/26Jp42huN0zkmWMi0KZmVJ1XA1ZdOdCZWiE4Tsdrusxgm+vPxMlrSqmBQ5B7MZe7Mp7SBgu91hJYrpR9FXOuNFnKvEvyxZCJWHFI4O5EmJLxWR55P4r68k7E+n3B8Pl3NptjsdrnV7z9xEl/xWY/j09IT7oyG7nS7b7Q69KHxB9D8rSz49PWGUZ1zr9OhFEZXRzMty+Z24c965ZK0mCTd6fXphRKDU8rNP0jmPJxPGRU5aVfzm6JAvzk4x1hJ5zuZ6XlbPrLMAvr+2zoera5e2LHwbVFqT1zVnecbRfMa0KEmrCoOzTUx8n04QstFqsdlq4yunDfm69+sKV/jHBin7hP77KLUGCJQcEHjvY20J1EjZR8kujhZlCLybCBHhqy3XFcHRlzy1ixARnlxBiBAu0dlY0EhyM+OseMRp8ZBpfUzLW6E0KbUO0TpEa4OuDWVRI2XhtBpSNBoMRZYWLjDvJSTtiDwtyNPC6Q98D+m5e73WhroySCXfik56GXRbEde2+0sKWBR4DHotkjggjnz3/LXWxWcWqlojBLRbLkhfW2kjpCDwPZQUTRwl6bYjOu0I37/4EQQyoR9sUZnvI5CUZo61hpXwGuvR+yS9kBjvKV1NOSesBVNls9OmH0doYwh9n9Ukph0GaGNoBQG9KMJXkp1uh3YYuCKf5+MrSSvwaQXBKy3wQ5mwEu4gkHT9dUqTOZcoa/FkSMdbQaKIZJvVYJdQtdy/+2tsxe/T8zfwReQ0Dgja/grr5iZt3yUUHW+VQMZOH2EtkeoQeW188WKy4cmQnr+BtjU939lAa1MTygRYxNsuXta2dl0Oq1HCw5PhUitc25LKFCjpN5/j4pFIddxnBOtoarr+ejPHwzlxdbwVTFjT8vqv6b5cHl9pqfH5r/Gyj+ZXvV4Iga8koe8CYU9JAs9lvc4azbXLjsZT/vKzR5xM5wSeoqw107RASUknDgl9zTQr0NbSiUOSxr0g8FWTvPggoKhqRrOM4/GcvbMJtTY8PhkvA3fPk/RbMa2gIlaStWCDzWi7OQaxbEN1vX6TGTuxuPVNsw0DwgmJAFaDtWWitRhNI5FIIZdDVtyWzwWTTZtLNSfey3h1znfazTdp+QGDKKbSTgyenRN+18YwKXKmRcF2u0MnDNDGvrC9BbK6Yn825bfHx/zt/hMeTcacpRkGJ9ra7XS5PRjws60d2kFAOwhfO+dCW0Oua74YnvHrwwPujc54NB4zqyqK2s1qiTyPfhRzqz/gv7x1m3jDo+UHl04OJkXOl8Mhv3jyiH//4B43en3+4voNfrC+QScMXvCw/jbi7vCMf/XFp5RaEymPf37jJtvtDlI9X31xdsD/8/0v+X9/9gn/4tZ7/MX1G3ywsvpCsjHKM/7t3c/55PSE//r2+9xZWWVelTyZjPnV4QEPxiNmZYkAWkHAjze2+O8+uMOdlVWUCJef/Xgy4X+8d5e7wzP2Z1NO05Rhni2tCj87O+V/vHf3mc8WwP/zp3/KnZXVJVXq68SCSvi74yP+8sljHoxHHMxmaONa99vtNjd6fTe7YzegEwSoq67MFa7wlcNXm00XIgAEnlpDyR4WDRhHoRLe8tmo5IDI1kgRNO9x9+vI/wiLRhA0tI/L3sctlcmY1Mekeow5VzX2fEWcBFjtqE9COJG4rg1VaQhCVzSaTXLKrCJphbS7Eek8J525BKTVjYlbAa1OhFQSXWus+frZA4N+QrsdNgG8feqMJVyi5FxhHV1bCJ4G+r5zerq21WdrvbsstCxoVEq5rs5lnr9+Y5wTJW22og8bWrlthsqFrPmCm13hNAv2KV3WFSQbwbiUtJoEw5OOxtUJQ7S1y67FSpKgm2NchB2yoTS/ConXY1d+zx2bcAL1QbAFLGI6Z//a9gdEqt0MCvaIZIu18DpKeI0lrqPirwQ7dP21pW2s01uYZv3s0jpXvOQ8DWTEWnQDJ9B2hcdQJW5IdrNH52EbyuEyRmyYRW7dzLl/Fw1ByxkfBPIO6+EtlPDxpIdAIRCshtfoB5vLfZdfUUz0lT1B36Xqd5H3iiVPWyx1DAtOX1lqTqcpnlKN84Biq9+h0gYp3NTcRYU58BRVY6FWaffla2Od33RTuVVKEgceceCThD6b/Q7vba4s9yMKPOJQ0R6UdENLx+8Sqsj9/dyJ4MsXXRpe5bv9/CyIJQ2tudAWJ9n5i35xk3jdGi4+rhU0yYbRnKRz8toJvgrtuhTzqqK2hlbg0w9jpmXxwrYWHY27wzP+dn+PB2PHxY88j+u9pwJ1C3w5HAJu2N6dlVXurKwuq/vnj8FYy5fDIV8MT/nd8RGfn55isHTDiH4UP0PJW7xPCYkn1WsTmOeRVRWTsuDT0xP+6sljHk3GtIOAzVaLjVabThCeu0CfXs7fxmp2VlecpCmlrok9n3n1ch2Eq3xYRnnOk+mUsywlq+tlh+I8amMY5hmPxmM+PT2h1DVpVTErS0Llca3TpTTOctAYS+x5hJ6HL5+dmdEKAnY6TjQ4iGLujYZkdYVAEPs+64nrFjzz3QnYbLdZDGP6ulAbN3vmwXjMrw72+HI4ZH82RSC41nX7vDgnH4xHBEpRG8P3Vtf5aG3tj04jIr7uBb/CFV6Bp88vH9lMXnbwm2ThaQDF8ukHiOCFZ6iLo1rI515/UWhTUdmcTE8o9JzaPp2dBZC0I9q7A+rCza3AWqe/qB2jwvMVnq/I05Iyr1nb7tPpJxhtCUPfdTCUxA89wsgnaYX4gYf8BqixvqfwPfXMc+35xOH5fz+PMPRZlKUuOjPkVXCBuEQpn/A5Byb3AsDnhWfw+X0Ep2U8/7t37nfRxHjL911wn5XwXqAKPT3yc6/DR6mnzAOlPAKepbDbRQKFi/+cQ5XXdJCeHs2r9kUK9cIgwPOa3FfGipf8d3e8L+67L8LlsX+Vpb8/inJdXtXsD6fO2lYptnodfvreDlVd8/vHR5xMU/KixvMkrSggK2umWUFWVljrLHanWdEMg4HI9+i3YlY7CevdNj+5tc0//d5N4OkJLYSlFgVWaGL1cgrTV4VXfeEXOREsbn/bfsAgingym5BXKXldO+5eVTEpiib5gHYQ0ouiZ1zBFsh1zcF8xm+ODvk3dz8nr2tu9wfcWVvj/cEAr7Gd+/3JMX+3v8dZlvHF2ZB/+d773OoPUFK+cAPR1vIPx4f8my8+52A2ZVzk/Hhzmx+srbOWtOiGIaXWpHXF0XyOJySDKCLxLzcVfF6VPBqP+eXBPv/u/pf0o4g/3d7lZ1vb/GRzi04QLm9ai1vdP8Y4LK8r7g3PGOc5ldF0w5CPVtfYbLXxpCSrKw5nM9ZbLdbixA1fOvc9bLba/NNr18mqitpY/uOj+0yKHF8q1pMWf7K9w5/v7L5AK9tqd74R+tS0KPj05IT/z+efMikKVpOEDwarfH9tg0BJamP47fERf7P/hF8dHnB/NMJYy53V1T+qKfRCPKX5XeEK3zQsT4etvvosfPXZeT6Aevr+tzub3UC3IVk9obY5xj777Gt3YwYra0j8Z4JXa2xj9nLeCte65MOTtNoRWg+Wf19ccwvr3G+6kHX5Vf7D4U0smXdl0fxh8d3a268KfxTJhmpaa56STLOCoqxoN97P4zSnbBwYYt9nrbPQaFj2zib89RePsBaysmKc5gigHQVs9NscT+Z0k5DRPOO3Dw8Ad7PoRCGdJKSTeLSisGlBXewEetUN5pUJxatef4kblUTQDgMGccz9phuR1RXaWKZFwTjPUVLSDUNizyVsLwusJnnB74+PuXt2Rqk1m602f7q9wwcrq2y12igpKLUh8nx8qfhyNOT+aMiXwzMejkdstNoMoujp9oqCsyzj3nDI3eEZ60mL9wcr/Hhzm4/X1umGIYnvUxtHs9rtuPkka0lyofkKUghKo8nSirvDM/5q7zEPR2PWkxYfrKzwJ1vbvDdYoROEyxbrpMwYlRktL6AXxAi7oKM1tDXpDA5qY9DWNIYHgqZLvWxhLhw0vmuojGGY5yS+z52VVd4brHCj12MQxXhSUmrNTrtL4vt0w/CF7yHyPNbiBB25B/FanBB6HoFUtIOA9Ubr8by7Vuz7X/vDd1IWfH52yt3hKWdZxkoc8/PtXe6srHGz18OTEt1MorXA/dGQe6MzHoxH7M+m9MOIdhBcaj+dS4ib5ZOWjhZYG/1amuJ5JIFPP46fqdZ9FRDiaXe4qjXDWcZomjGcpkzSgqKqqWtntKGko63GkU+vFdFvx6z1WsSh/0ot1mUwTQumacFoljGaZaRFRVZUjiNvjOPFS9l0lH16rZh+2+1HOw6XQdzbQDczAybznJNJymSeM22Ov6w1punkXcZBzVOS3bUeWysdBp2YThK99HWOL+86xtO0YNp89jwvyYqKotLU2p0r56kvgecmN7ea59CgE7PSSfC8V2vjnketDXf3TnhwMFw+D29trbC73qMVuWfpeJ4znmUMpxmTtCAvK6ra7Y/AMQBCf/GdRKz2WnSTkKR5/+IYTUMfMUsaCUzrKaNqRMfrsBKsgGWpW5SNZf4ikIeFU6NZPmvntTNkiVVMqMIlnfhtUJmcaXVCqt2U5uchlcQP/Bfs7G0zmfpVJXipJP7imfAHfha87PMvu0/f1DF8lZ/zh1j3y8ZyX9n236Eo/fxrFzm1wT279HNsCCkE3iVpdH8UyUbgKVY7CbXWDGcpw1nG8WTuPJlxN/9AOVrURr/NNHOj3h+ejHh0OiIJfFphwGjugtl2FLLd73AwnNKKAh4cD/ndIzf9WUnJ9bU+19f7fLizxiB5STvwWwYhBJ0gYBBHDY3KdTZqaxjnOeM8J1SKlSgm9j0nhn3JdkZ5xm+ODrk3GpL4Pt9bXec/v3GL693esmthgdXGxvVfff4pf7P3hAfjEXeHZygp6UfRctvDPOPLJpg7nM/42dYO//Xt93l/ZYXrjeB58dqF/gRYziV57TE3AX9R1xync/7+6ID/8cu7JL7Pn27v8qfbO/zJ5jbdMHymyj4qM+5OT9iKuySes/4zQGU0lXEaiUB65Lqm1DWhclSi87Q2KdwQv8sMrvu2QBvDrCyQosuf7ezy851dAqmWN5VF4iXFy78HX0q8IHCVR+vE1p6QzSwbuUxSnk82vomHwijP+M3xIXdHZ9TWcLPX57+6/T43uj2n/8IljS3fZz1J+NdffM5f7znK3cPxCNHr0w4uNsBqAQvLRON4NmeYZmRlRalr7AUi2M1um9j3v55ko7GtrGrD3smEzx4d8/njYx4cDhnPMuaFs1T0laLbCtnod7i9vcKda2v4ShH63rJi+y4Yz3MeHY34/PExXzw+4Xg043g8pyhryrrG89xnrXQS1not3tte4b3dVT68tk4SBc/cJy4LYyxFVbN/NuW39w64d3DG46MRo1nGtHHpqbTjll8UceDzz350m3/y/Rt8eH391ckG7lpK84q9kzEPD0c8PBxycDblZDRnPM+ZN+YmxuKGg3oenSSg347ZXu1yY2PAh9fXiEOflgyQ6mIrUWvDr7/Y49/+1aecTVOMgf/mzz/in//4NjurXeLQ5+B0wt29Uz57dMyDoxHDScosKyhrjQCiwCUZ6/02722v8PHtLW5uDvA99TTZaLSFta2pm0G/xhoO80Puze9xLblGx+tgMFSmwpc+gQyoTY22emmgUeiCylTEzYyqYTVkWk1ZCVboiR6RjN4t2aiPmdfD5aC5C+OPq+R+hSs8A2ssZWM1fB5KSpLQ/3qSjQWPbsF7FsLZ3lostTENj166idxLByGx9HNeVIJrY9HWWdzGyltWgoHltoy1+NK1Iq+td0lin41+i1YY8sObWxRVzXqvhackP729g9aG3dUuWlv+/M515nlJHD6t0Cvl9m2z3yYJfLYGHX72/i5pUaGtIfQ8It8jr2rSouL97VU8T7E96PDT2zukeUVausEpUggG7YTVTkI7Cv/gFYuLQApo+YHTQCBIq4qsdpz8szxjXOQkns9akhA1w4nO3yUX331aOWH4rCrZabuJzt0wIn7OPakXOlenxfbSquLR2HUUbN8ug/BxnvNoPGZaFCgh2Wi1uLO6ymqcvGKI3cUfJrUxzMqS++Mhf7e/z4PxiPWkxa3+YNnRaAcB/vOiamvI6pKTfAbWUltDaTSLJVmcq/OqINc1bT8kVn6jCZLEnk/iBfT8iNZLbO2+7fCbuSCuCxXTDsJX8nlfhqfUHPFMRW9J2xEs3cW+aaRVxd50wqQo6IcR660W/fApJW+xr/3I8Vh7UYixrvt3OJ+xGl+cLqmNYV6UnKUZnx+d8vBsxCjLmOYlpXb6sEVC9jr8cGeT7V6HTvTVnUvuXBUYY7n75JThJOWzx8d8uX/G4dmUs0lKWrhJwk6UK5bdh/E843g04+Bsyvs7q3ywu8agmzhx5gU99421WGN5cjLm0dGI+wdn3NsfcjiccjScMU1zZllJVWs3/6gxBZlnJaOp637snU54fDTm1vYK722vsDno4HkXr7RVtaaoap4cj/n00TH39k95cDDkeDTnbJpSVu47Mk33wen8XkwQBSCkIPQ9osAj8DzaSUgrDIgC76X7s6juj+c5nzw44su9Uw7OJhwNZ5xNUsbz3NF8i4qyqhsr96fXzTT1XBdomnF4NmX/bMKDwyEf7K7x4fX15ee+/pq15GXdfKc5WluG05TDsymjWUZVaz579PScOJ2kpHlJXtbLKqfvqeX7x/OMo9GM93fX+PjmBjtrPQadGJQh0xmTasKoHBGqkF4zgNaTHpnO2M/3CWSAEora1lSmYlSNGJdj1sI1BsGATGfM6hmzeubWrhpTmIKO7YB9kZd+ESzEuqXJmJRHzOthM035YvguPPuvcIW3g7uetLGM05xhM2Ji0eWIAo9ra31W2i5+usi1cKnOhgVKo5mWxdLiVFtLrmt8qUg8n8poMu0chEKrqBunqFzX5LVeVoTX4gQVJc86DjRTrmtjSDwfT0nX2jWGXhgSeR6rncQ5QjWVk5W2CwAWN/XdtZ5rv75kAVTTjt9Z6bLRay8dGs6/zlrrBu4Au6s9tgadpYPDArLhYKqvaLLi1w0hBEkzZ0NJ4YarVRXz0tnXjouC2PdJAp9QeWj7bMvMAsaYRpg8p6jrxha0RfASi9yoEQ8PophOo7l4NBnz3mDlmUfCuMh5PBmTVhWR57HRanGz1/9K6EeV0YyLnIP5jH937y5SSP50e4efN12NfhS/lIrl3Ls0J/mMsyIlq0tS7UTSofKa87hiUuVkumQQtOj5blu+UgyChLWoRSAVLf87mGxIxUbSZrfTJQmCP6rCXFbVHMxmZFXFRqM5WTjanUfi+wRK0m1MA9Kq4ng+Z94rL/xZ2liGWc4Xx6f82999xl8/eEJWVZRaL+87F0FtDP/s/ZuXOMqLQUlnwfn7BwfMspJ7+2fsn06WlJ1FgQGgwjn0TdKcvZMJd5+c8rv7h/z0zi6tKKQVB8jAR17wbLHGFZXu7p3yH351ly+enHJv/xRtLMaY5f128fmmmY+UlzXDacrj4xFh4LEx6HDn2hr/pz/7iF47JhY+Fx3MXDVOhZ88POJf/aff8+BwyCwr3MwmYwkDjyT08ZRzvJnnJZXWLxWcKilpxyH9dkQ3iVjtttha7dBvx4SvsAa1wHCS8r/8+kt+8bsHjGeu42WW6//sGsBTSkPZ0K6OhnOkFHz66JhBJ+H/+LMP2FrtOqpncLlnk7WWeV5yOJxy1iQxnzw84smxc2F0VDL7TLJVa0Ne1oznLvn77b0D7hycuaQMSKIAJTRpnXJUHPFg/oCVYIVIuS5E1+tSmYon2RM6Xoee36MyFVJInmRPeJw+5mPxMYNgQK5zhuWwmS+lqW29pFu9CyyW0qRMqkPX2bhEsnGFK/wxw9rGOGaW8eR07OitTbe5G4f0kohBO75wjHDhZGNWlRxncwqtUcJ1LA6zmQuypHJJRuNWNKtK1uMWu60Op3nKQToj8XxafuD4y8ZwkqVMyoJAKjylyGv3IA6Uo/EczKekdcW8KpFC8kF/hW2vg6eeHcryfOXIu8DTRl2wsnrR130XsKD2tINwKbo+ms85ms8ZFzmDKKbVBJfz6tmgyjbzGiptlk5GkecTet4ruaACVyVfDGlMm+/3PCqtmVcVQiwCPO8rGV4nhOA0S/nLJ48pdM3RfM5KHLs1UG6exas+RyxcIhqNhhSCQHpEyidWvquiKUtfxLStSyZSXRBI50MeKY+uHxHIbwtD8XIVPyncZPnY9/HeWB39bkFblzCfZlkzF+YRZ1lG6zlq1MLi+m/2n1Ab3RRYSor64hSLsq65e3zKLx/tM0wz+nHE97fWWWm5BOei5/lHm+v0zumcCu2msPvSXVuV0eS6as7Rl1+Pz8NYy8l47rZX1lRaE4c+37+52WgMQvwmCau0Ic1LTsZzTsdzTsZz5rmbrPvl3il/8+kjyrrmo+vr9NovHyz6PPZOx3y5d8YvP3/Cp4+OOR3PKSvNaq/Feq9Fvx3Ta0dunRbugVXNeJ4zmmUcDmdM5jmn4zmeFPzNJw+pas3HNzfZWXOuYm9ah9NJyq+/2OPXX+yxfzohKyo8Jbm23ufW9gqr3YR+K8JTCiEFaV4yywoeHA65v3+2nLckpbNO//jWJj/5YIdW6NOOQ3bWektdy8sgAM9z9LRBO6aoapSSDNox3VZEJwlJQp8w8PGkACGotaaoNMNpytFwxmiWMZnnTNKcqtbc2z/lN3f3+GB3jVtbK6gLUqrA3YsfH42otWE8c9oRYyy7az02Bm36nZgo8PGUQOumK5LlnI5T9s8mzNKSXBsOTqf88rMn+Eqx0W8TtvWS8rRIEDzhEaqQUIUILahtTahCun6XaT1lWA5J6xSLpbIVhS6Y6znTerrUdNS2RtrXJxvGukFtpckozIxSp1Qmp7I5lSncf5ucs/Ixx8V9sucsb6fVEQ/mv+SseETLW0FcgqblCZ+d+GM2ovebZ8pX8Fw757RVmZzCpGT1mFSPKPTMzQSxFdpW0CSqbiaDhy8jAhkTqx6J13dzHlTn3HbfHtpWlDplUh9znH9JqseXen8oEyLVYSW4zmp44xVzHRrnLAuu/PG8tsZZWT0/yNFYTWkyZvUpR/ldZvUpAJFs0fU36fjrdPx1AunuXZUpKMz83LrOm3UtL7CuPSLV/crW9Xk8dU2bktZDcj2lNCmVLdCmwqCb8/epy9hlIRAEMiZSHdbD92jLbQbtmKrWHI5mFFXtYihPIeVFy0sOF46IpmXB3dEZ2ho24ja5rthPZ0TKYyNpMcwzHk5HDS2n4KPBKqFSfDk+4x9ODrne6fFeb2WZKEzKnKyuaPkBofIYFe739bhFyw94OB2xN5swLgti5dHxA9bilhuk80cUAH1TEDjL2G7T4SiaZONwPmNcFOx2uqwnCbOyfCHZWNDgKqOX/tWhUm6Y22tON09K4iYhyeuayuhn2t2VMeR1hWi6ZM/z+N/2OAFO0pT/+PABxlrmVUk/ipaUvtddhE5zIZHCvSpSPpFy1KjYa/QHwmmAlJSc5DNGZYYSLgnu+BErYYvoK5i4+e6wl77tSAGhUkSeupAI/7sEbSxFrTnNUvZnmi/Ozvj3D+695vUGbS1lkxQ/nyy/DkWt+ezwhL979AQsXB/0+Od3bvOjnU06UUDke1yE0B16iuRcMlTommGZkXj+stM2LDLafvjCUNVXH5fleDRjOE2pa0Pge/zovW0+vrXJB9fWuNaIhJWUpEXF0XDG7x8c8rv7h2RlRTqaM5nn3D84A9zZtbPWvXCy8ehozH/41V0+feQoRMZahIDtlQ4/uL3Fe9ur3NwauIA7CkjzkvE858HhkC/3Tvj1F/tOyJ05IXelDbOsZKWTsL3avZCG5Hg04y9//4B/uHfA6SRFSmf88f2bm/zLn9/hxuaA1V7LBfpAWlSkecl/+NVdykqzdzpZJhuhr/jxe9v8X//ihy5BaiZKv8ntK/QVW4MO19b7jS7D8t7OKjc3+1xb77HWb9NvxYSBo7bmhUu4vnhywq+/2OPu3inz3NHdykpz/2DI3332hND3uLE5uNTAuKo2PDgcsn86IS3cPXl3rcd72yv8+IMdPthdZdBJCH2PsqpdtfN4zCcPjyiqmryoqWrN6WTO9POcJAr46Qc7tIKas3LIXM8RCDzhEUin6QoXNFMDiUoYBAOm1ZTT4pTc5Cih0FaTm5x5PWdWz2h5LUIRug4HupnV8HIYW1OYOdPqhHG1z7Ryuox5PSTVI1I9IqvHlCZD2+oZu1uAUXXApDrCzSe43L0wlC3+ydr/nbXoFhL17mFnw+MVy2SjYFadcFI84Dj/knG1z6Q+bpKODGsdTdOTIb4IaXsrtL1V1qJbrIW3WQmuL4Pid4U2Fakes5/9nt+M/i0nxf1Lvb/rbzIIdviw888ZBNfeMETOYG0BZM/9u0KIFs+HtMbWFHrGcf4lfz/61+xnvweg529xI/kp11s/JpTtc8lGzqw64bR4wFGzrtP6mPz5dRUBvoxoLdY1vMV6dOsrXdfnoW1FVk84Kx9zlH/BsNxjWh81ls2zZdJhMW9FKwSQKFreCoNglx8P/s/027usdVuEnkde1qRFicCjFQavHfz8Mlw4IlpcLLUxzGvHO8Zax/WPErBwkqXYEDp+iCcVh+mMSVlgcdOSe2HEtCyYlgWlMY3zjRsGh3WV8G4QshLFjIqMcZOItH03GM4T8ruouf3WQAlBN4xYiWMqrTlMZxylcyaFcx9aS1pUL5nBsJiAvZhtUQGldsJJ85qTeuEiFTUUJE/KZ27aSkoC5cTVWV2/4HjwLuiFET9Y36AdBKRVRW0MX5ydOrekpMWNrpuS/XyFuR/GfNBdP1cxa7o0UuFLRWlcJVg1x7IZdci1qzRHymctahMp72un2Ilz//sqVNqQVdVLv9M3bfyP8TJzg50kvTBqzoOEnXaH8A2J4bVulxu9AVvti5tBaGuY5AXzouTDjTW+v7XB+2srbHbahP6is/HmVVZNcaUymkLX7KVjPh+fECjFWtSm0BXjMudGe0AviFgMiXpTZb/Wrmu3s97jxkafn97Z5Xs3NljrtZqugocUgiRy2oMo8Oi2QnxP8nkj4s6Kiv3TCY+OhuyfTmnHIe04wHvF8KxZVjCe5dzfP+OLJyccj+Zobbi+2ef29gof39zk+zc3WekkDLoJoe9mBCSRTycJaUUBq92EOAzotiLuH5xxOnYai8fHY+4fnLHeb7HabdGKXy7kL2tN1nRqDs5cd6DWmu1+l+/f3OTjW5vsrvfot2Mi31vqUBaDZT+8vk6lDb/47QMOz6ZobShKzdk0Ze9kwsbAff7rsPhukjDgg2trtOKAH9zeBGC1lzBoJ/TaEa0oIG5EmEJAHRnacUjoeww6Mf2Ou4+fjOakRcmkScg+vL6OuYj7wDlY64Ty1rqp0xv9Nn9yZ5fv39pkZ7W77NJ4SlJrQxIFtONw6Uj2yUOXOC5E9eN5zpPjCdfChI3WFmtylcpWdL0uiUoIZIAnPGrrhOAdr4NE0gt63OQmlamobU3f79P22uzEO3T8DoEI8KRH1bhGDYLBUu/xPCpbMCr3OC7ucZzfY1odUZps+eM6HBnG1q8IzpqBum8Rt2lbYe0lxeYvRTNXDDcoeF6fMayecFY85qx8yKQ6YladkZsphZ4tK/C2eX5pW1GLHG1LVxHXY06LRwyCa6yEu6wGNxmE15ohwm8nsF8UtKw16EVn5RLQtnSTsHlalX/1JxmsGWHMMVBhbQXUQIDybqPUVvNasXyHIwAazLl9q0xOpsdkeoq2lVvX8ombIF8+YlIdMa9OyV61rqKitgXaluR6QqbHnJUPGQTXGITXWAtuMAivv+O6urXI9ZRRub/cv0l1yKw+IdMTcj2nsjnaXHQNXw+DRtsKY7U7VtsU6SpHlxzOMvqt+KX04zfh4uXXxr1E14ZZVWKsRQlBxw/YaByZDtMZLd9V3NK6Yn8+ZVK6Cd6JH9APY2ZlybgsljfccZExq0pWwriZBRGzmXQ4yVKmZbFMUnrNHIQ/xiDom4IUgm7okrnKaI7mBUfzGaXWJH7AetJimD1fMVg8aBW+cq5Etq7JtQt+XhiwdA61MeSVc2yKmgFw5+EJQeh5GGvfLih+CSzuwbkSx/x8Z5fdTpe0qvjN0QH/0/0vKY3mRq9P7Hm0guCFZGMlSFgJXi8EfnpzXWjdLxL6f3U4305/HSqjm3kXX10S912GlIJAeazEMZutNj/c2OTPd3bpBq/X1sS+T+K7SeIXhbGWWVGSVjXXV/r87MYu1wc9VloXq/4/j8poZlXJ4/mYX5/toYRgPWpTWc28Kgmk4v3O6lJv9iZo407em1sD/vx7N/iTO7t8cO3FwYUJPv12xO56j81BG2Ms2jhq1fF4zsHZlEdHI/ZPJ6z3W0SB98pkY5oWPDoece/gjLt7p+Sl48ff3BzwL376AR9dX+fOtfUXCkqL0H1rpcOtrQG9VkQnDsmKkqPhjPEsZ+9kzL39MzYHHaLAf3WyUWlG85zj0Zzj0YzJ3A0vXWuC6x/c2mRrpbN0MlzAUxJPueRgfdDm8GzKX/7+4fJBfDSccX//lNBXb0w2lscVBXx4fZ0PdtdQDT1YOrHhK7/DHrAxaPO9mxsEnuLR0YiirMnLmsk85+HhkOE0fe19+VWoaoMUhpVOwkc3NviLH9/mpx/sPjOJebkfrYitlQ6r3YSksZ0/Gs2YpIWzVE9zHh2PWO0n3FjZpRU9HXC2QMd7sQI88Af0/f7y98Xrn3/tm2d0uOr/sNxjL/s9e+nvmdbHvEsg9oeA67R7SxrWrD7h4fxXPEl/y2H+BYWZ87pjMlZT26J53Qmn5UMEgn6wzSDY5aPuf0E32GimsX/9E83fHS7Z0PUjrJ1hbQq2QIgIKXugNrnIs1HbmtzMKcwMbSvyauzWNfsth9nn5JdaVzgtHwHQ97cZhLt8r/tf0A02QQRNovj2yPSEvez3PEr/nv3sE+b1kKdDL79eWCy11mRlxdks42ya0o1DR6GX4gXn59fhwslG2w94rzug0BopRBPUGbpBhC8V/TDmw8HaMgmpjHPxKXRNoTUbcYte6GxPu6ETXiLchOnFJOSWHzAIY3wl2W13afnBkgffaVxxviuoG66z1oYk8vEbl6c/JAdeCkEvjBjEMcdpyuFsyqwsm7X36QQvb40t3GsS31HmDozhOJ1znM4bW8hnkdc1aVUyyjOmZcF6krDT6dA7Z3sL0A0jdtod7o9GZHXNSZryeDKmF0Z0wncTV4fKYz1JuNXvL//tcD4nryt+8fihO+eaidZRU8WFC34/djEBlIu/5yuEJ52FbKnrRkvwclHjpCjYm02ZvWQa/DeFhU4GxNJp7g+F2PPZarWXugdtDIMoZi1xyeWrAhfX1ZPLWSwXgcAdd6gchcJ1yuxbnyu+VLT9gO2ky8eDTULpOhtCODridty9VDFGCGcZfm2tx0c3Nhh0k9dWqgTQTkI+vLbOJC2cc1Oj+0jzkkdHI9b7LQadhCh4uU7hbJLyyYPDpRA9CjySMOD6Rp+Prq+z1m+90dHK9xTbq13meclv7u0T+opKG4pKL7ssu+u9V76/qmtna9uIwReIA4+NQZteO36pk9Pi9yjwEQjaSUgUeM4pylqyomI0zymqy7gZNdOPJc8E9G8+R5pCXxJxbb3HaJZxNkmdBi4rKap6qTu62PaeIvQV7++u8icf7LDed7OTXreNJAq4ttFj76RHfO57LyvNZJ4zz0qsOedK94YzdGEf/rrXnn/N616nhEfLG7ASXMdYTU9vvPR1uZ4xq04oTfaM9W0oW8SqRyBjfBldah19EdP21y5cGHoV3PRpRaFn7GW/o7Yl+9knjKp9alsskxFfRvgyRuEhhcJYV6GuTEZh0iY5e1rnz2qnq3iS/haBZDP6gNXwxlvtoxIekeqwGt7kw85fsBV96OaiUGOsxlj3/4WZk+kxuZ6S69kLtLWLrAYohFpFoTF6D2MqQCJEAvhcdK0X9KpRucfj9DcUZubWtdyjemZdQ3yZPLeuNZVJKU3aMDueBv6ZnkCxWFfFRvQ+a+HbGXwUes6wfMJh/jlP0n/grHhIqefQrFsgYxLl9DehbOHJECm8Zh9Lcj1tuh+zlyalkeoQqy5tb42Wt7KkhiVen463xkp4vXmOKVfAaTqtQGN0Yr8ezUYnCOkEYTOch+UltLgAAxUziOIXHDSe3mQcekHINXrL3xevfd49aqfdZbvVeeXfv61Y3OC11kxmOVVdo2SrqfYJvqps9G3WQkrX2ehHMXeHbr7FrCzpBCEtP6AdBC+dnbDgHseez2arxaTIOZ7POZzNKbR7sJ3fm6yqOElThlnGrCwIPMVut0s/etZvvhuG7Ha7JL5HXlecZHMeTSaInliK1c/j/LnwpnUIPcVqnHCz2ycJfJSQHM5n/Opgn188eYS2ljsra40w/Smn9iLr+oc+Dz0lSQKfUeHWN6ufDS7AVdZHec6T6Zhp4TQ4f4i9dhS8pxbZ9Tm3o+fxqnW9aJX2ZU5B5xF7HtvtDqM8Z282odKaThiyGicv5de/7Hy7KIRwtNCwmY9Ra/3WASA8pfHtJi6paHkB61ELX6pnA68LblcKZ9e6u97jo+vr+BeY49GKXGV/khb84rf3l3ezeV7y+GjEzmqXD3bXXnjf4pjPpimfPDzm4HSCMYZOHLHWS7i23ufOtTXkBTRbnpJsrnTcwMhuizDwMEVNWdUcnE54dDTix++/2jWsqnUzuC9/hrYZhz7r/Ra9VvTahCf0PULfox0FxIHvZqbUmrysGF862RCXEnGffx9AOw7YWeuxdzpBSUlWVtR1SVE5x7PLVB0XCHyPD3bW+OmdXXqtNwfYceBzba3H47Vuk4g1rpW1ZpzmzPOyeT5cbE8u8rqLbssTAS1vhdXwBoGMKEz60teNy31qUyxpMosIJlRtBsEubX+VRPUuLRDveGuIC3u0vQLCBb25nrKX/Y5czzjIPiM3U0A0IuWQWPVoeSv4MsITPrUpqUzOvD5rqE31M4lUbmYUZYrEozApgUxYCa43H3m5PXbJRpu18Bax6lOYObXJqWxBbUpqW1CZgml1yFn5mGG51+hkLpNsLPZJIeUaQiSuq2HOQIQg20135mLQ1ORmxrDcQ5uSVE84yD8l1y9b19VXrivPrWthXGCv0sW6xqwGLom76Lou7pe5nnKQfcrD9NfsZb9jXp89sx6hbDMIrtEPtul4G0SqQyAjaluS6znjap+z8hHj8sDRBZ+bIROrLoPgGtvxR2xEd4hlh0i1CVWbULWWWiPfU26OTxSQhG6Nq1o3zI6LnytvpWJ9U67+po8Xr/jvt9nWtw3WWorSPdCOTieUtSYKHK91mjr6WL8TY4HRJKWqHf+/1sY5kkhJFLqvpao1rdhNiE2LiuEkpRUHDLoXm6D9PNSCRtVoNkZ5TjsI2Wi1XjHX4ln0o4gfb26hjeXXRwd8enrM//LgPu+vrLCetFBSUmnNvdGQ358c88XwjH4Uc6Pb585glbUmqFtgJU64M1jlerfPapLwYDTi//vFZ/xoY5OPVldp+QGR56Ob2S7jIsdg2Wl3WIkTAqXwLrgO60mL/2z3mvseyoJRnvPv7t1llO/w57vX6AQvTsP+tqIbhNzo9jjLMk6yUz47O+EvnzxmLUnohZGzNa5Kfnmwxy8P9jmYz16YnfJNIfFdgro/ny2HO34xPHWCZk+5+TvG0I/iZ1yXnsdiAJo2xg2kbLokdeOSVtQ1ZaOledWQt0Ec86ONTXJd82Q24e7wjP/hy7u8Nxiw3W4Tec6Bq9KaQmuGecYwy7je7XF7MHDOeRc0MfCV4vqgx9F0xuk85dePD4iDgG4U4Sv51uda5PmshS7JUEKSaddFjJRHy79Y91cIV5EedGJHgfHkhfi3Sgo3uToO6LWca1VaVJSVG6Y6TnP0Szqd0CQlWcnh2ZTxvMBYSysO2Vrt0klCLnNuCkBK6bQccUStne5i0kwhL1/jGragWb4wL0MIZDMr5GJr6OY3LSdcG0c3MBecDP9VQCk3WCv0F7ORFjblCwvhi3fShIDId5S5XtvR1C6SgArhiliep4hDjzDwKCuXWNe1WXZ+/hBQTcDvy4iuv/HS6eAABzJhWO2R6SnYikWZIZJtVsLrrATX6QdbyEuES1Iouv7GO3c2rDXUpmhseRs+PTVdf4NBcI2ev0XXXydSHVeBFx4SuazAF8ZVt0+KB5zk912l20zdtjGkesRZ8YhxdcCsPiNUCYG4LNVTIFCNYLpPaFvLboZzSHL/PVRueGNh5kyqw7deE2yNtRnWnGHMMVKuIkQIXFwnqU1FXk8chUpPqE2JsTUdb52VcLGuG69Z1xmZnnBaPHBOZvV4ua5g32ldLdoZANQnHBdfclo8oDRP6e1OkH6btfAWa+FNWt5K09kInulsrOrr7Ojvc1zc4zD/nFG5z7g6YHF+FzplVp8ihc/A31maCXgyaBINd94urt/Qf2oH/jaPr0snG29y2HjTze0ymdC7VpCNNujG5eN8Q0E0TiHynGvIm2CtRdcGo58bxiUWczckUgmMdXaS03nO8XBOWdWsD9ooJTk8nbqbeuiDtRyeTkmzEt/3nO/7PCfwFf1ugjWWtChZ67dpxyHTec7jwxHry1b/5ddDCnlOs2GYlAUbrTbrF042Yn60vsU4L/i7gz3ujYYESnGSpXy0uoavJHlV8+ujA/7TY9c9WG+1uNnr8f5gxTlTndveShzTDgJu9vpstTvsz6bcG42YlyV5XbGetOiGUWORW7I3naKthS1I/ADVCNcvgrUkaZIsw5dNV+d/eXAfKQQfrq4RKQ95bg2+zWlHp0k2vjg7ZZIXfDkc8td7j7nR63Ot02WYZ5ymKb85OuS3x8eM8uylvOtvAi0/YKvT4SidszedcG94xmenJ/SjmE4QUhlNqTW34IVkwzbuYcZaN8Fdu6RzUhQUTcJRaqdLmZYlk6IgaFzSPCmXU+2Xw/rCiI/XNzjJUn7x5BGPpmP+w4N77M+m/HB9g14UEiiPrK6YFSWPJmMejEf8k91rbLXbSP/i55uvJLv9LsezOXePTzmbp9xY6bPd7RAH/oUpWYvhqOBuOb5U9IKnD615VXKUTRmECYkfcJEzV+CE3/1O4iieF90XKQmlpBX5dNsR7SSkqDVlrRlOnQ3ry/RBizk987zkcDRjkuZY67oJqz3XnSiq+lL3e60NgefRigJmWUFRVkzTgtE8p6zeJMx98RnmqKK8MSk/35k6/+ww1qL1i0nMRbDY5tPZGnbZmVhYbT598dP/NMbNhFLPdWLsYi7GU1HZGyGEIA7dRPBu4r7bi75voekLA5/A96i0wRpLVWu0Nm+1JovjeMm/sujZvMlO1pMBbblKm9XXvq62JQ/mv0QJD4FYLrHrbOywGX3AWngbT76cHvh1wmKobUmtS1I9QqLwZEDP3+Jm66dsx99nI3q/cVN60TVrYe/75eyvMNZwVj4iL6fLv2d6TGVyxuVBE3jKpTPTReFiQoUULuF4FTwRkOsJk+rQiabf6rywWGqwBcaMMPoEIXpAAEJy0X6eoSY3U3IzZQrLde0HW9xM/oTt+HtuXVXC69b13uyvMdZyysPn1nVybl1PkGL9wuu6oJxNq2OO8/uclY85H3C2vVVutn7Gbvwxq+ENQvV6jVgv2yKQjio8qY6wTYejNCnzWqBwibEUailmX96TeDqE1ffUsnD+NhHSt8Gf82vDk7uH/Oo/fsrZwYi61Eu+eH+tw9rOgOt3trjx0TbBK7zQz8Now6//46f87i+/oK40dVM9832Ptd0Bm9dXufnRNmu7K0RhM0U2DpcPpKp2fFohaG7AlnlWMp3nzU1asdJv0Y4Dep2YLC8p65qsqDg6my4HTr0LC0vggvR+FNHynZXrShwvdQtvQqgUa62EH2xsMK8+5NHETf/+5OSYL4dnbjgjlrLWrCUJ17s97qys8sP1TXz1Eh40jrP8481NpBR8dnLCvdGQSZHzi8eP3HCqxvVp8da1OKE0+lxgcPFjl0Jwrdvlv7r1Pn+7/4S/2nvC/dGQ/+n+l/xkY4sfbmwSXmAd/tAYxDEfrq5zlueMi4JKa353fMTd4Rmx5yGFC0AGccx/98EdfnW4z93h2aU0B18VNlttfr69C9YN1RsXBf/u3j3CxnAgaKhGSkhu9gfPvLc2hnujIfdHIx6MRxzMXLI5KQo+OT3mJE3dgMW84KCZ8K2EYL3V4uO1DW72+6wnLZJmwr2vFO0g4KPVNf4vH36Ph+MxJ00SdDyfN5qqp6HoYubKQrNx0QnZC1gaMXVZcTpP+be/+5x/2Dukn0TOOlCqZUL0Kmz3O3x/awPPE0yrgmlVMKsK6mYC+VmRcpTN+Ki3wUbc5iKsHCEczbDVVKkui0VF3TklueGAWVlTlPVLK/t1M607Lytn8dq85mQ057f3DhhNM/7+i71LXdBZUfHF42NOxjPysnJTvrVuquqvpmf4SjlL3Th4JkgvqprhNGOl23JOK68QdS6m6KZFybyZci5wdKJeK3rlEL/XYSEyn6UFp5OU0SxjlhXLid1lM0l9MXDQWPf/o5mb5v7kZPLabs5FIIUgDj06SYT/Fsew2MbzXcV37WlYm2NsiZQRAo9KH6HtGF9u4KmVd9z6dw8df42t6CO24o/Yjj+i62+ixKu1Cgs9x0b0Hkr43J39gll94mhVzQBD21Tih+UTAhnT8gYv3da3AwJBgBUxQnSQsoM79hLsguB/ebT9VbYit6Zb8Uf0/C2UfHXxZrGu6y+sa/XMus6fWdeLna+1LZlWx4yrQyqbsbiKPBEQqQ79YIfV8AYdfx3vAtSxjrfOteRHzOszDrLPqGzedJtqRwnTQ8bVAYnXJ1bdZ95b1ZrjZr7SLCtcRUTA21zZ3/7I6h1wvDfkL//t33P/d08ospKyqKkrze57G9z5yQ2stezc3rhwsvHF3z/g3/2/fkGeVZRZSVVpPF9x5yc3+PjP3qfdT9i4vkoU+rRqQysOMMY2yYYha7jzzmLQMssKpqlLIgI/YdCJGXQTuu2I0TRjPMvJi4qD04mjJ1ySI7cY0NYOAjcTQzrBai+KGcQxa3HCdrvDVqtN7DvhoyclgVT4Sr4w1C1sJoOrVUknCPnN4SH/6fFD7o2HHM/nGCy+UlzrdLndH/Cz7R3+2bUb9MLQcctfIrpUwPdW17nZ67MaJ/hKcXd4xqenp6R1SaE1oVIkfsBG0qLtB1hrkeJZG12BqwCHStEKAjeBvrGMXASNAthud+iFEZXRfHJ6wmme8cuDfbpByEdr63yTM7+VdKJ7Rxfz8JXiIvFsL4roRVGzPjW/PTridydHzMuStK5YixPWkhb/+c1b/Nn2LtoaZmVBp3F0e1l4K4UzYmgFwdI57KuYZ7OWJG6KfK05yzLujYb8/dEB2jhpXT+M6McRH6+9KN6srWFvOuHvDvb42/0nfHJ6gjWu06FrF1AWVcUoz/ly9JTPeqs/wFhL4vt0w3CZbHhS4gUBH6yssJYk/Pb4iP/0+BFfDE95PJksLZIjz30nO50O17s9IuXOpcush20sAyutSauKg8mMJ6MJvlKstVv0k4jY8514/jXd4p9c2+LGoE8sPEZFxlE+4yibURh3DzkrUo6zOSthcgnxvSDwvaWV6WWhpCQOfeLA2bKWlSYvaopKv3Qfam3ICueYVNdPX3M2TTmbpnz26PjS+/DiEbkH4/lk5mXwPUknCenEoaMD4B6bWVFzMpqz1mvTTcLlMNfFPWtR6SuqmnlWMktdMgBN8hX5DJrBd2/C+U6GNoas0Xscnk25vz/kyfGY47GbgzKZ56RFRVFpKu2SDr34MU0C8hJa2GUhhFi6eF200/Xs+5/+wFMp8tNhbObcv9plOv80mHP2pO5KkMt/03aONhM8BkgZU+lDSv0E4XtI2cZZPZ/fhvsM8Ryl5sXP/O4NLBVIOt46N1uu8t4Pdl7bSQCnp1DCYzW8ySDYZVIdNoLo9FxQ7OhUo2qPfrD12u29DC90oMTi/76m9RUeghgh2wjhzgFngft2ycb5dd2Jv/8W67rDpD7iUfobCjN/uq7WktWLdd2+8P7UpmRaHzOpjqjMU3MXT4S0vFXneBXs0vFf1Me9DC1vhcTrc5R/QaBaGN1Q23BDL7N6xLQ+whP+M8mGtZZauwnih+Opc6uTbtC1o5Be+JDc/l/u5d8t7L63wX/z//g/MDyaUGQVDz55wm//8i5REiAuWaWUnuInf/ERnX6LIiuZjTN+95d3eXz3AD988zJKIfA9j6yoeHI0pm5oU3WtsU1rylNyaV3ZigN21ns82Dvjs/tHrPZbfHB9nZVecqEKa+h5DKKYf/ne+3y4usqPN7YIlRvU1g0C/uvb7/H91TU22202W21WophAKT5cWSXxfPphvAy6nkfkeWy22sgtV0WeFDlpVWFxSUAnCOhFEdvtzitF5+fhSUnk+Xy0ukYvjPjT7R2mRUFlDNoalJD4Srr9imJu9ftEz/k8R57HTqfLP9mVy07N7f6AUHnPvM6Tktj3+eH6Jt4PJRanK7je7RF+w5X/nU6X//57HzMvK9aShM12m/Yl7FW32x3+fGeX9/oD/tm1627Ku9HEnk/i+1zrdtlqd/gXN2/z4cqaSyzbbfrxizfSfhTz37x/h59ubbPRarHZar8g6H8bLGhHH6ysEnoe4yJnWhRLI4nQc7bIH62+eOP0peK9wQqx7/Px2jrH8zmzWc7wbM7Dh6eUZc33P9hld/fZSlwvjLjVdzqMxQT757fbDUPurDhd0M+3d5mWxVIHoqTEl5J2ENAJQ3Y7XTfE8TI0H2M4naccTGZIIVhrt5ZOfZHvYa1z9KiNee1Nu2yC88jzWY/bBErR9gIQgkAqxmXOaT7nRntw4WTIBYWNRuEtAi4BTdfRhRNOO6Od4PolQa+xDaXGvG4qz7vBaTHebCYQ+B6r3Rbr/TaDTszZNCUrKo7HM/72s8cgoJME9Nsxgf+U9un0Qpb7B0M+eXDI/YMhFlcwCDw3Lfv29iq99sWuGYubO3Lv4Iz7+2c8OBxycDp92tUoquV0d3DrHXoecdDY4/J0onhWVKRF+c4Jh5ISTym+gtmqL8DYlNoMMSbF2AwpAqRoIYSPED7ajKnNEClaKNFpEgFBXt2lrB8T+R/gezvU5pRan5Djoc0UKVpIGQMSrEabMYYKJdpIGeIsymtMw3mXsoWSbZTsIb7R0tK7wZcxieoxCK8xCK7R8laQ4hKTC3DPy5a3wkp4w7kuLXQA1lLqlKweUZu3dS48b8X6bjqVi36WIHCD/MTb09t84dyXBsHuW62rRILwaXkDVpt1HS/1FZbSpKT1iMrkF96mQVPoOYV+mrgAKOmTNBPKXzZX5lVYJPB+415lGpeyBVzCMaHjrT/7viYm7bcjTDPGwFpLN2moltHlrp8/6mRj4/oqG9dXqauaMq/5q//hNxw+PHWsvssmG1Lw0c9u8+Gf3KLMK0bHU6qi4uxwjHfOk30hPjSN8HWhF1HKcWLLSjOapJRVjdYGT7nBVb7vfryGbhQFPkFf8XB/yOPDkXNLGbTptqNnAoTFZywmYy/oQo4y5fNnO9f4+fauCy4AbS2elPxsa4efbe28oMHZbndcgNYcQ6AUlX5ajZRCoISgF4Z0w5D3+oMlL37ZRn9DAPN8QLCYSH6r1+dWQ6V5fgtvCiJCz2PTc4nTTzZfXZ1ZULPurK5yZ/X1XN6vG5utNv/yvQ8u/b7F2qwnLdaTN3v6b7bePIyuG4b8xY23s+h7HRbrfavff8aG+CLwpORGr8+NnntfVdYcH0946J/yNw8F86rgv925w09+cjnLxsXMmHYQLs+3rxoWKCqnZ1h0ot4GXlNBipS3/Em8AE9IIuUzr0vWoxa9IL5UMrQQ9r5NTHD+WkeIpUbAmJePRlsI+fVzHQc3u8L9qHeMcBcJVCsOXtutCTyPoO2x3m+xtdLhbJJS15qzScpvvtwnCZ3DU60t7ThYCsbL2lDWms8fH/OffnufR0cjwIkme+2IzZUONzb6To/3BljrqKankzm/u3fA333+hN/dP+R45Kh8Luh/+hM1TjBx4LuBkJ7TJOVlxTQrOZuk5GXl9Gxvu340Qu8LahgvC2NTKn2INiO0maJEB0+tIESIIKDS+xT6MZ7s48lVpAgRwqOoH5BVv0fICCk7aDOhNqNmmxlKdpGmhUBhqaj0IcbmeHINJVu4ZKNEmymg8NUKYJGi5VyMviPwRUTP32Tg79ILNkm8/qXeL4UE5DKwLvR0KdK2WCqTkekJtS3PPWufP58EzyYUi9e4rhTWYIVGWInAh7ccZvdynN+nGmwJQiEWieZb6gicecAmg2CXnn/5dRVCopAkyq1rrqeNCHuxrjl57QToF4WxmtJkz3RJwBkeRKpLqNqXmt3hYjzRuGt1yfXkmb9XtiTXs2f2cXEP8JSkm0QoIZhmJcYa1nttukmEd8kY+o862VhAKkUQCfzAQyr5To4hQgg83yOIfJSnGrH5078b4zzXx7OM8TQjL50taTsOub7VZ7OxDNPGUNfaMRB9RRwFtOKAwFdLjUealUgh2Frrstpv4fsvUpEmRcFZmpLWNVlVkfg+se+jmqDfia1r2kFA7PukVUVePX0wtYPADWjB+fXPypJRlnE4n+NLyfF8TtpQVYBmFofCWLsU53pS0goCumHopnJfRHC/WE+evaW97p0LJxlX2PvamrRXuMI7I/Z9fn5zl91B980vfg3W2y265xIVN9zPaTfmVUltn7r9rITJhWh4C8eit3UKWriCLWyMn3ZlX25CsPz7cwnF9kqXW9sDdtZ67Kx239HAwCVOK52Eaxv9N756o9/mn/7gFr6n+OtPHjFLC86mGb++u8donrHaTei3Y7xm2N48L5mmJY+Ohjw4HDJNCzwp+eDaGj+8tcX7O6tOw3IBWlpaVNzbO+P3Dw/55ed7fP74hElauIGAPZcEXd/os953lK6o0fR5jRhcComQgqPhlAcHQz55eMRolqHNxW13v2lYW2HMDBfwb+PJHp4cYGyBsXMXtIkW1haU9WNC/xa+2sZX69TmFF+u46kVZJ0gCQi8a/hqm0ofUeonz9BoBBJtJxidIoSHFIF7r+jgqQFKdJCXsEn9NiCUCf1gl66/gXqHffdESKK6eM8lWtrWjSOT66Q5EXbdiIktotGFWFs3v3vL3y0arMHYrOlOBfhqByVePxz38rCAxuhjjD7AmjHL6OEtQ7pAJgyCHbr+Jp58++TTawJ5X764rpUtXrCdfRMWFszPxkbCibhZjFG4HBYzW56nGPLCJz37Hl8pPKWYFyXjecYsK+m3Yzb7Lum4KP6ok41FYK6Usyn0/CY5eIsH7Pkg3/MVfuihvKeagAWMtRRlTZZXDQXCOG5+FNBpRQjxXLPxFU/YWmvSosT3JLsbPdb6bXxPvUChmhYFT6ZThlnGKM8ZxDGDKFpagM7Kkryq6IQhse8zznPmpctgPSlph+FSHF5pzbQsmRYF4zzHV4qj+Rw/yzieuwFeK0lC6HnO4reumZclse+zkiT4UtIJwxfmCTx/hI7uY/CE4//Vxiw7Lurc65dr03RtFh2chT/+YqL5y1bwu8bHfRtUZU1Z1ktnnFobdG2WbjaekqhzXTNoXNUazndVOqODRUdMSHedBIGH5z21tzPG2VgWRYUQEMcBXmOLubDZrCsnzvU8SRQtHkyWqqopChcESSmc5uJcBTwMPILQQ0qxnLOw2Me6NlRVTV05qlGtDfPUaa/MKyxWvy2IfI+Ptzf4ePvlg8TeFpXRTKuC42zGSZ4C7rrph3HzvT+97l6Jc8WOtym8WGuptKFuBjtJKZbdopeVAJSUBN7Tru0CK72E793Y4Mfv7/Cj97a/Erc0JR1d9VVYfMZKN+GnH+xQ1jVPTsY8OBgymRd89uiYu3undJOQQTvG9xRKSaZpwXiWUzfUt9D3WOu1+P6NTf7pD29xc3NAGLz+cbr4brKi4osnJ/zysyf87sEhB6cTpJSs9RJubQ34/s1Nfnh7ixubA1a7bkjionNzHnf3TvE9xcl4/oIj1bcN1tYNfaqFr9bw5ApK9qjNMXV9gsUgRUhtRmgzIuQGnhygZB8luyjZQQk3S0EIH19tEno3qPUJtT7BNEJaTw6aGQw5xlqk8BGyh1JdPLWOJ/tI8XZdxlcn5hd3yHpb+DKm729dWBT8KngyIJRtPPnsNgya2paNuYLBmAxjMywuiXNrJrG2xCUbTjxtbdlobRTaTqjqPaRM8OQq8PUkG9YM0XoPqJp9MAg0lx8S6DobC/tgdY6O9boizHm/q2UHoBFvP5sI2qVdsb3UTBHeUEx9F77kebrb8sPccbw0kGKpV1y4CZ6pjFle0I6Cq2TjDwkhXHLTigNu76yAEPQ6MfJc1e8ijwXRBOKDXotux3nav4weUGjNOM85SVNO0nQ5YM80Hutb7TY3+30OplMej8fktQtOb/X79OOYw9mMg+nU8cJ9n+12m612m89PTxnlOY/HYycubzjewyzDk9JZHSrFestVXgdxvBTiFnVNUbuZIYFSy4TDWTnCSTrnaD5nEMf0o4hhljEpCgZxM2uhudAXJ/kiGbE4Dvswy9DGsNFu0Q1DZJNwnKeR/WPAwcGYu18cEgQerXbI2emc4+MJVaWpK83aeof1jS7Xrq+ws+PoQsZYRsOUk5MpDx+ccHgwbgJGSZwErKy0ef/OJltbPZSSTuSWVRwcjPj9b5/g+x4/+/ktNjd7ABRFxWSScbA/4uGDU9Y3uvzwR9fwfY88L3lw/4TPPjtwSUoUkOcl83mJbfj7d+5s8eFH2yStgKSx27TWMjybc3I85f79E/b3h4464il8zwmSZ7MC5X09D/ZvM3Jdc1akRJ7Pj1e2GVcZh1njm38x10cszv1onjs3pctCa0ual6R5hTZ2KRgPA++lejJPNX/3vWWnYKHjmOcl2hgC/6sxJBDiYtd/6HsMOgkfXd+g1oa/++wJf/PJI2ZZsexOL66L5eBaX7HSS+gmIdc3+tzYHHDn2hq3t1eaWSFvhrGWtKh4cDjkiycnTNMc31f02zF3rq3zFz++zfdubLDSbS1nXbzqcKyx1LVGv4K+9q2EOE+xEWgzo9T7TcUcQLPg/Asklgpt5ktNh7V1E+g+vfaFUCjRdRXbhm+vZB+Bh7F5sy3Pfe479MMtBmt100RbhpsYW2JsiRIR6i0TmTfBkz6x56ZFy3egJwkkUngvCuitXYr4LRWlfkRZ7zXJ08KM5eVUJSkTfLXerL985eu+WlhYUolmrrNlL05VWsATPrHXaxKFc3R4WFLHlyYzONOSSmsXA53TogpkM5vieWMCg7HmUomQFIpAxgQyeea7djNBpo5edclOCUBlCtJ6/IJ+xBMBoWy9vGNmnStkXtVM0pzTSYrvSaTg0g54l042nDg6RUhBFIf4gYfnKxDuYZfNcuaTFCElnqeIkoCoFS5v2Nm8IE8LJ05UgjAKCCIXpFprm9kYhiIvqYrazcnQzm5LSuEqtYFHGAd4gVr6fH9bIBB4StGKQ7rtCE8pAl9dmpPsBOWKJApIYn8ZUD+Poq6ZFAVpVS07DYFSaGMQQnC912MtSdibTDjLMmpjSIKAQRyz0+lwOJtxlmUYa+lbS6uhVT0aj6mNYZhlBErRj2OktRRaUwqBrzVRkjCIY1aaJMECeV2TVxVZXeM17ley6VgsRJZH8zkPRyPKRvx4MJtxMp8vZycshKRR075bCHd9KamM4Xg+J2+2f96aVDWWr2+aBfPHgrPTGZ9+sk8QKDrdmLNTF6AXZUVVaeZpgbEwWGkttURVpTk6mnDvyyO+/PKI/b0R4K6tKPJZX++StALi2KfTiZFSUBQVR4cTfvXLB0SRzwcfbi6TjarSTCYZjx6e8qtfPeD99ze48+EWQgjS1CUbv/jfPycMfTY2uuR5xWyaU5QVZekCjG4vZnOzRxy7m53WhuOjKZ9/fsDdLw558mRIFHpEkU/Scsllnpe0LijG/UPivF/5wk2oPqezgqdOagth+iIgh6eVs7oR/8+qglGRsRa32IjbWCwH6bTRbF0w5LRuFtAsK1z31diXVs5fdixOb1A3IubSzbsIfdpxSBIGL002lHSi+IWD1dwrKSpnlTueubkYC2vsb+pe7jUOUhuDNnm5xsHZjDDYp9ZuCGvgefjeggsOceCRhAEbgzabK22+d3OT793YoN+O6bUuLgrXxiVq+6cTnhyPqbQhiXzWei1ub6/wk/d3uHNt/Y3bgiYIKGuXML6rOvxrhqMzxUgRNzoNF3pYNMbmCCRChEgSkKqppLskQYqg6doVCBGgZA/ZDHGTImp+jxHCw9gCgcJXawgCtBkDCiGihgr09gUKY0u0yZqq8yIItGibu6RGChRfzz3J8fU7brLzOyUbLix+MRlwAbFbZ02ljyjqL859V4vOzVP61IJO5dkVlHR0UYtuqFdPJ7F/JU/jZ/hECiFCl7Bag7U5jkJ3+WtALte1fe47bUwtrDO10I2lrhDC2Wvr2rldBupcyukoTs8fq13oWS6zTygi1X4hAdK2IqvHZPWYyhRoW7sE5w33zMUE+ULPSPWYyj41AXBajphY9V7RMXP3fN0wStwzTJOWVUPDbbZzga/40snG4y8O+cW/+TVB5HPnJzfZurnG6lYfqSS61vz+r7/kF//m14RJwMpmj49+dovv//w9VEO7uP/7J3zyt/eIWyFJJ+b2x7tcv+MEvdZY0lnO+GTGvd895vEXh0zOZqTTHCEFYey2uXVjlfd+eJ313QF+4C23/W2AkILQdw+qxcNTXjLRAPA8RasRKDqb15ejMoZ5WdKPInY6HdKqctQmzyP2PM7SlLKuSauKVhBQ1DX+cy40UjgaBELwZOqqpJOiQApBL4qWVohKyqXQddEhWQ5PE4JJnrM3mZDX+hlKR6A8Qk+RN/sxyQvmVcXRbMa8LJkVJfOqpByP2Z/OyKqKUtfOwtZ3fvix77PT6RB5HkoKSq3Zn00Z5rlz6AkCVpPEuTldsML7x4LRKOXkZMaNG6v8+CfXcfNOoNUKabVCVlaciLyuNLNpzuef7fP73+1x89YaP/zRdQLfJadHhxPm84JHD0/J84rvfW+HwcqbBeivQ5aVHB9PuXVzjffeX6fTjYmjgIODMft7Q4yx/MNvHiOEYG29gzGWoqi5++Uhv/y7B9y4ucrHP7hGq+Uc5J48OmOvSZC+K7C4osDhZMbxbM7ZPGWSu/koFgiUohUGrCQx6+0Wm902SRA8cwpPq5y9dMJeOmZc5ZTGdQ/ndcmwzNjW9YVPedtU14ezjHlWUta6ESO/fgtmMQ8iK5nMczf7p6EUDToxvXb00u7rgubXjgM2VztOHD2eM57nPDgccjZNl05d3xS0NhS15uHhkP/11/f43YMDirLm5uYKP/lgh62VDoNOvCwSqUasHYc+SejT78QM2gnBJWZSWGMpyqqxsq2pminfge+x0W+zMWgT+hd/JOdFxck4ZZoWl7A9/sNAyT6RfwdxzoUKBL7cpNXQz4RQTXVdNzQcSejdRskOnhwgZRspYowtGg2GT+jfxFOrzwbBQiBF4kTjdgMQSNlCiuiZgPKyqMyEtH6CwEOJEGMrrK1Y2O1KLwDVe/fFegmEUPgyxBPhVxO8vxFNF4eGJrUYeGgXU9jdPlhbYWyOMTmgqfUQJSvnCPa1PIgFQgxQChARQiiMOXOJqLz82kuh3NRsETwTtFdGM6tLzvI5x/kcbQ1SSKx1RhfX2j1afvi1sCg8GdL1Nuj5W89Y8JYmZ1wdMiz3mFRHTULSRvF6U4q0HjGuDhlV++R6unQcE0iU8Em8Hr1gi1C9xEimYdi0Qp/ra308qRinOVHgXdo2/dLJxtnhmF//b58RRj5BFBAmAf21DsYa8nnJ/U/2+N/+1S+JWiHbN9dodWM++tnt5SW+f/+Yv/v3v2d1q8f67gqrW72lm0mVVxw/HvLoiwM++dt73PvtY2ajlGxeIIQgiHz6ax1OP9hANVzawUaXuP3tSTakEEhfwTvc1OCpU8sbX9dYuW6222x3OuxPpxzOZnTDcKmfmBQFvpSsJcmyIxB6HlJKEt+nF0XLqctlk7n6SjlaUxgu/z3yPFYTx8Mc5zkt3yf0PPym65LXNWdZRlpWrothLdo6R6tQeWRVRVpVlE11oNaGWekSi0prptZSG8u8dPMjWkFAKwiIPY9+FLOWJESe54ZgNV2QmSgRTVLUDoJXWsdqk1GZKcaWWOq3EsZ+1ZDCx5MJUsQoESDesmJVFjWzeUGvn/DTP7mJ7yukko0rmuPUW/uU8rS/N2Jvb8hPf3aTP/35baLIpyprPv/sgC+/PGZ/b8h4lLG7O3jnZKOqNPNZThB63Li5xs7OgNW1Dve+PCIMPfb3Rnx594hr193Ao7rWZFnJwf6Yhw9O+NGPr/HzP79NqxWia9f1PDubIy9wbTztKtRN9bFw379d8HuXxDskytlxytD9P8EbK0Zv+myLqz5P84KTecq94zMeDsccTmeM0sx19iwEnqIThWx0Wlzr98irmo1Oi04UEXiuelYazbTKKXRNKD20tZwWKQZLINWyy3eRfbbgnIzmOcNZxnCa0m1FeOr1XPCq1gxnGacTlyhkjRYnDDzWB21WOslLZzS4/YJuK+LGRp95VnA2SZllJXunE46GM84mqeuORJfjo7/qOn7TOhS1ZjTNeHAw5JdfPOHwbIpSgptbA/7pD25xe3uFjUH7reaQvHJfcaL8qhnSt9DLeErSjkO6SYR/gcKZbrpjk7TgcDhlPM9ecPr6tkHJVuMO9Sw81cdTfc7rHhwcMTbwNgnYYEnNeS6g9NUmvtoEWAb97kd+5UF5bebk9SGuoxK4T2w0DmAJ1OAr/bzzkEg8ETS6gm+CPipdgiGixhksZOH45WxnGzYKdfN3F4iLZwTIX3Wy4e7Vbr6GAmSTCLWXrmaX3qKQeDJwz99z62pwdt7jMufxbNQMEl6QqSzdILp4J/mS8IRP21+j528SN2J+150omeshw2qPk+IeSvj0/A0ClSDxGkaHm6JurUHjBvedlY85zD5nWD6mNOmy0xI0HY22t0rbW32mi/LsGoGnFJ04JG/XjT28uDRb59LJRhD69FbaGG2Yj1PSSe4EooXm7HBMPs8JQp+6rDk9GJNOsmceCPm8YHg0YX1nwMpGj6gVurZ+VjI+nvKr//UTfvO/f44xhlY35uZH23QGLTeldppz8PCEx18cUpU1o+MJf/IvPmb3O0Cn+Lqw2+0SNV2MxPcZRBG3BwP8Ri9x3hIXnPWtFIJ+FDm72cGAjVbrGcvahVUluKqraN7nZgT4CGCz3cZrkpWFpmMxMDCvNadzN18g9DymRcFJnS61HrqhYykpCYW3dLYKPY/E9+iGjv+8sIFMfJ92EGCsZVoUDPOMWVmy3e0QKY/TNGVelix8718WZ6T1E06yX5DWj6j0CMMf3rklUuv0wx/RDj4g9nbxxZstal+GTjdmsNpmZaXVmCAsBpLRTLB3ScdslnN2NkMqycpKm04nJooaB53AY3OrR5qV3PvyiMk4I8+qN3zym+F5ijgO6PcTNja6tDtRIzL3Gay0OD6akKYldeUodVlWMRlnYC2tVkC7E9FuR3iNPmNltc3Wdp/pLL9gwmgo9ZBZdY+0ekRW71GZMdpmLlAQAk8k+LJN7F2j5d8k9naIvK0l1eNtoY1hlGb8zYMn/P2TAx4Nx5zO02UVeiHqdYGi5ff7gl4cca3f5Qc7m/zZzWtsdtv4StH1I253VtlJepTGJSkLswlrLf1LWt9a6zi3j45G/P7BIXeurdN6Q6A/y0s+f3TMpw+PmaZPW/GtKODGRp/t1e5rK/2r3YQf3NpiPMu5t3dGVdfMM8u9/VP+0+8e8L0bG3x0/fKC+qUhRXOjexXl9Dym85zPn5zw5f4Zo2mG7ym2Vjrc2lphd71L7zmL8a8CjmLrZgad37YxlrysyIrKDW99A7KyYjjNeHw85uHhkNNx+k4Oi98evGq9L/M9fL16AYtFmynaFoRqlUitUegTCn1GYna/ts91dWivoep8vXCuRU6H4asdfLUOOIrQokiz6BAtuh5KOEqnkr3m9y5ffVIkmm1KLBpdf4auHwMaIWK8IEZyOTt78Yp19YWi7Ye0/YDI85H62ULOYsbQ1wEpPCLVoeOvsxJcJ63HTOsjSuNMEKbVEV9M/3eGxWPWott0/PXGCSvCE/7SWSzVI+b1KcfFfY7yu0yqo2cSpH6wzWb0IX1/ByX8F/QmQGMmYkmLkienE/bOJggBg1Z86eO/9NPUjzx6q23mk4z5JCOdZhhtydOCs8MRVVHTGbSYjuZMGwpUXWk3rE4KsnnB5HSKVIKVzS5x4qrv0+GcvfvHfPHrh3z2y/vc/sE1bn60w3s/vMbm9VXqyiUzda15+Ok+9377hDKvuPHRNmvbfbzAu5Dt4B8bVhrNxPL3c387zxcXvLzat9FqQau1fP3LnLJe9e/Pww0SjMiqikmeo6SkHfjLbkbkeXTCkEBJfCmWNCm/SULaQUDbd9a6XqPPsFgizyPxXFJTG+OGAPouuQobRyoaYeirsu1SnzEqfs24+C25PsC8hZjsq0bLv4UUEb7qE6qL8bRfhiQJ6PUT2p2omez59Pt5auhlyPOa2axASkGnExHHPsE5B51uL6HfS6hKzXicUVZvFoBZa7GmmWD8knhHKedO1WpFdHvJUpfh+x6tVohUkrJwM2esdQ5bWeoSxyjylz/ghMmdTsRgJSEMPfL89cmQsQWVGTOr7jHKf82k/Ix5dZ/SnFKZGYuJxZ5sE8g+bf89Cn1KL3RDxzzZQYnorToc2ljGWc6j4Zi/f3LA3z58QlY5nnMnCpfaKCHcVOq0rJgUBdOi4Gg6o9SajU6LwFOsJDGx5790QOG7oNaGx8cj/v7LfQLfI2lE3n4zMFM0Oqu61hRVzZPjMb97cMTnj0+YZWXj/KQYdGJ213usN455r8Kgk3Dn2hqPj0b8QztmMs8pqpqHRyP+5pNHYKEdhYS+RxCo5eDAp5SNhj9s7NJNq6wNeVWBhW4S0ooCfF8g30AJS4uKvZMxB2dTZnlJK/LpJCHdlttG6C10iBdw97ogFhXCwPcIGqptrZ1QfjTLOGk6Rit5+YzOb2FVXNWasqo5HM54eDjk3v4px6M587z81tOo3oxXWOFcagtfbxguhY8v2lihMVR4MiZUK2ibU5rpW3emLwKBc7oSX3My5T5MoWQPH03o3yJQm+c+82VzNha/C3z1Nc2uWj7IXLIBYMwQox+4P8se2PQl+/eGzTbpxvPrqoTAl8r9CIltYhJfuP9PvODCn3FZSKEIREzbW2U9es8JwrOqcbaqSfWYPJsxq89I9Yiuv0nLWyGUCZ4M0LamNDmz+oRJdchZ8Ziz8nGjpXEzW3wZsxbe5nryY3rB1iu7GhbnNlnVmnGaM5pldBuzoufHPrwJb9fZWOtQV9olHNMMow15WnJ2OEZIwbX3N9m7f8z+vSOyeUE2zcFalO+Rz930bc/3GGx2iVohptbs3zvmk7+5x/h0Sqsb8/2f3+Zn/+XH9FbbJO0YYw399Q6er2j3En79Hz/l8OEZ+/dPWNsZMNjoEbe+O0N6vklcti70tttY0Kwi32Oz3VpqQSqtnYODUgRSURlNZYxLMprfa2OcfeaCDoJYZuFKSjwh8aTA4GaDzJr5IaXWrCYxrSAgugTf+Y8JC8va12uDngqOX/lQfouAxVpHDdHa8LK2slQCz1Oo1wR/z0ubX7UXTsT8dGjlm1DoM87yv2Fc/IbJ/5+9//6SLLmzO8GP2dPPtXvoiNSlUEAB1QDZTU5TzJCz3JnDc+b/3J/37O7hkktxOGSzp7vR6AJQKJmVIjJDu/anzWx/sOceESkjMrPQABr3nMiMcPH8+RNm9hX33uJLMnVEpecok9X68MtWp7klf5qUpNonV6cok9P07tHwbr9Rn3deVXx9fMZnTw7ZH0/wHIdPb+xwd61Hv75el4tJZTRJUTJKUh6cjfjV0yMOp3N+/vgpShs+3dvGf4Wc65tgWVV5fDwmK2xL4yzJ2Vlrs9FtEvoujpTkZcV4nvL4eMxXj0/4u2+e8OBwRJIVhIHHZq/Jzc0uW/3WSzkbSzQjn731Dnd3Bnx0c4MHh0P2TyYcj+bkRUWSlTw9nbK73mFnrV2Tzr2adC5scFFWLLKSeZrXLV0Jx6M5niP50x/c5MMb67SkeG37k9KaolSUlZXvzYqK00nCyXjBcJrguQ6N0K/5aO/mmIsLoh/dZkS3GTFd5KRFyaNja9y6PWjjeQ6bvSaNMMCRAqUsEfx0uuDgdMpX+yf8+v4h+6dWSW6p0Pb7Hm78riNw+sjAQ9XqU65s4MkmjoyJ3J3vtY3qtwmBi+duWeK3aHJ59n/2ZvjtkyNtUBfiyC1wc4ye1ypk7y4ZUxlNripypSiNRiKIHI9BELMWNmn7777y+SxCp8Ve/ENc4Vv+TCaYV6eUJsegSNWYo+xbRsUTXBngCLduddNooyh1RmlScrVsnbJzf9ffYT24w178CdvRR4RO67X7IoQg9m1CphFa75/vv40q9OgMmsxGC4ZHU5JZhtKabJEzPJxgtGHz5hrJPOP48RllUTEbLaxqSeiRpwVlXuIHLt21FmHso5Th5MmI7z5/QpYUdNaa3Phgi/d/cgvpnBOsG+0Iz3cpi4pf/cU3jE9nnB6MGB1PaXbiPwYbz+C62biXvf6q21lq7Td8D9NoXBqGnu3evOrfL/rsbl09OZjNWBQFYd1mFbygX/wfApYiBK86TUKA5zuEgYvBkrDL0vpsSGmNLtOsJEkKpCMII28VINhARqC19b/QSqNrtbOq1CxmGUlSWNW4F+zbsqr54t0zF15rP8vzHDBQlta/oywVjmM9OopSkb2m3cQYhTYluTpinH/GKPs5SfUEZRYvfL3lcuRUekbKU8CWsqXwib09jFm2pV39fiqV4sHZmN8cHpOVFZvtJp/ubfPTG9t0oojYvzwxZmXJOM0YNGJGScbxbM7Xx2c0g4APN9fpXvmTXw8pBN1mRDMOWGQFh8MZ/sMjkqzg1maf7UGLOPBxHOtSPZwmfPv0jG+fnPHt0zPG8wzXkfTrSsW93TXW2g3i17hnh75H6Hvc3urx6Xs7OFKQ5iWLtGD/ZEJWVByNZtze6nNrq0c7Dlcu3mCNTvOiYpbmTBcZp5MFJ+M5B2czG8hsdLm11SPWr+/ddqQk9F0Cz0UKQV5WDGcJj4/HfP7wmNNJspIbv3jaBQIuBL2e4+C5DlHgEdZVoZdVd4QQuI4gDjx21trsrXd5qEeMZjZoenA44tffHVIpxc6gQ7sR4EhJWWmSvOR4NOPR0Yhvn57x1eMTHCnYWW8zmWccDmdUv+PeM7/vcGUDVzYucENE/XiT52ew318I4eCK7t/3brwCEnARsoHQ3brQcVEK9+1hsEmgyigKXeEK2/rY9AK24tYl2dvvC76M6Pl7gCRXc1tlyBSLaoQyBYVO69YquFxpEquKjRQOjnCJnQ6etBWN7ehDdqKP2Qjv0fW3X7sfqxl6Oea5clX9vk7l940rGydPhiymyaXKxtnhBNd3Wd/u0d/s0N2wcmhnhxOytCCMfYqswPVdomZIq9dYBQ/T0ZzTgxFB5DPY6tBYeVOcfwnXdWj1GnTWmvihh6oUs1HCbLSgLP7+e/D/iHO8Lv9x3b+fhVd7fPSiaCUZ6v8DDTauAiEErWZIf9BEa8NwOGc2zciykiBwrSTu0YTDwzFBYNuewtBmlZcmf2VpZVKzzAYqnueQpDkHB2NOT6Zv5NnwLMLIo92JQMB8kTGf5ywWOVHkUSnNaLjg6HBKmhYvVaHTpiBXZyTVPovyO1J1iL4g9/c6ZNURw+yvCd1N+uFPa9Lj9a6tUmuOZzMOp3Pe3xjw0dY6twddOlGE/4L99hyHThRys9/lZzd3+PXBMV8dnXI0na8kot8VXMc6X7+/t87+yZjD4YzxLOV0vODLRyfWCVtaLXVVK1DN0px5krNIrdFouxFye6vPn/3gFh/f3qR5RZ8JgN31DoHvrqoW3x0MeXA4ZJbktly/yPj2ySmea6Wvl1OANgalDJVSFHVrV15UpHmJ7zloffXFdjMOuL3V52A45fOHHsm0ZDrP+NV3BxwOZzZwWH72xUqajTXwPQffdek2I/qtiNvbA25t9VbO469CHPr84NYGWV6SZAWTeYrRhrNpwl998ZivHttz4NcmrraVTZMWNjBTWhP5Hvd2B/zJ+7v85tEx/+nn31Cpv//W0H84+PvP8P/DhTX303qOMUOMKawU7juErNuoQNjqhlB4pUOh1G9RZVogcWi6A243f0bgWF7MSXafeXVGZYrzNrB64b80WHSEgycjSwJ3uzTcHj1vh56/R8ffpONtXamiAcvuBcU0yRjOE0LfXTa2XivEvj5nI7CcjSDySeYp6SyzwUZd2ehvdeist+hPuvQ3OyBgeDQmTwviZkhVaeJWSNQMCOsJqsgq0nnG5HRGZ9CiKioOHp4S//zBM98atNYcPx6SLXJUpUhmljui3sFC5494N/htaOW7tVv5H3E1CAFhTdTudGLiOGAySbj/7TFB4Fku1MNThsMF3V5Mv9+0nAop8DyHMPRoNUPSrODgYIznOQSBy8nJjPE4IctKzDsgqfq+5XJ0OhHtdsR0mvLN10c0mgECODudsVjklKV+abChTE6uTkirp2TqmEpPr7UPpZ5QlQlpdUCpZwjp4ohXLyCfhdaGSZYzSTO6UcidQY+1RuO5isYSjpREUjKIY271exxN5/xtUTBJbeX4XcKRkr31Lp++t8Nap8H+yZjvDoY8OZlwcDYlL6uVWpIBZC3U4LkOrTig14rYHnT45O4WP7i1yY317sqh/iroNCPajZCiVGhjLM/ClSyykjSzsrpnkwVq6Ta/FLkQwvKynJpo7doF/6DTYGetTacZ4XsvNhZ8Fr7r0G2GtsIT+kzmKVlZcnBWcnA2e+V7hQDfcwk8h34rZq3T4GyaMFmk3NuxPeuR773UUTz0XW5u9ihKxcnEVv2nSb6qXjw9ndTmrFYyeOkd5Hsuoeey3m2yt97hk7vb/KMPb5CXir8MH5IV5e+8KtUfAv5huDj9rsMAOVovsGpg514g72bzSx8k60FUas28LMjUUur4+4ddRgkc4a4CB1f4ddXdJZQBsdO1j0sr+a/RSBwc6eKJiEDGNNw+DW9A399j4N8kcBr4Mr7yOm3J31O1kp5StRfaNQ/Dm7VRrbUIYp90npPMM5t1WeQMjya0B026gybpPGNtu4uUkuHRhDwrKTIrU9rf7BBdMkIyVKUinec192PM4cNTmt3n7e6NgWSWcfjwBNd3ydOCLClQL2jh+CP+iD/iHK4raTQD3v9gEykFZ6dzHnz3q9XiTGtNoxnwwQfb3LqzRqdrByTXlXS7Mffe3+TRwzP+9ucP+LtfPCQKPYLAkszD0EeI9DV78HpIKQkDj7v3NsizitFwzr//d58RRT5h6BOENYH5FQtKbXIydUxWHb+REIBBgykp9YysOka6Ho5zvWDDqtbYQdmVDqHrrXgSr4KUgqDO6CttVeHetUyzkNBphNzc7LG71uFHd7b46vEJ3zw55dHRiMPhjFmSkxVWItp1JI3Ip9+K2V3rcHu7z4c31rm12WOz31qV1K/8+djAYW+9s6owfHJ3m4dHIx4ejjibWt5EWpRkeYUydmJzHYnvujRCn2bsrxb624M2tzZ7fLC3RqcRvFB+91ksPUME9lhMFpk1XLxCK5IxnE+6asF0kXE8nvPFo2P+7OOblJVmb73DZv/FmcOLLWhSCm5t9vjq8QmPT8acTRJmaU5RVqvXRoFHI/RZ6zTYXbOclw9vrrPVb7PWadBphLSikEVWkL5GNOGP+CP+MCBqjqECU2CEY39/RyiNJqkKlDE03YBpmTEpMxbVby/YWCKpxjxOPuNJ+muO8/sk1QgB9P09bjd+RtffIXLaSHHBfLFuoZLCwRU+rgjwnZhAxvXrroYlzyzyPRq1cStAWek6IXJ1XL+y4Xu0ew2iRrhqn0qmKfNJwnySANAeNMmzksF2lzwtGR5PKfKKqqiQ0gYbF13FwV43xhiMMlQFpPP8lZPsxl6fdr/J+k6fZifG/R0y9nuX0KZEm5xCjcjVGeaNJFslvuzhOx0cEePI365UcFIVJFVB6Hg03Bf7FxhjSKqCTFfEjv/OlXf+EOHHLu2NiFIqzrw5O7L30tyOqDPCge+xu9fHdR2+/OKA+TxDKY2UgkYzYH29ze5ej+3tLr7vrrwbWq2Qe+9t4riSxw/PSNOCqtI0Ww4bm216/QZxw2djo4PnShxH4vsua2tN3nt/k43NziVvDM93aDQCNjY63L27QbcObIQA13PY2e0hEHz15YHlg9TysO12RBz7eL6D60qazeerW9qUlGpMqcdo8yaLL2OlFXVCoUb4To/gmlkzq3Jlne3zqmKeF1dayFZas8hLsrK0ak/ysrqYNpb8l6o582qKNqquPkgkkobbpul2nlMk2+g1+eHtTeaJVS66vdVjvdPA9yyHJwo8us2IjW6Tp2dTZoklLmMMrmMNRgftmL31Lrc2u9zdGdBvxytDz+tg+fpOM6LTjOg1rZrVRq/Jel0lOJ0smGcJsyxhXs7IVEY/7NENuzQin1YUMmjH9QK8zWa/Rb8dE76kcrREkheMZxlPzyZ8dzDkcGirGN1mSCO0/JClg/vyelzC1P8sRREqrZknOfO0YJJkHJ7NiEOfwHMJfZeNXvPS913CkZIokDhOE99z6bVi2o2QzV6Tk2nCLLGu6hiDUwcbzShgo9tkd73D7a0ed7YHNEIfIWB70ObH722zM26T5CV7G13Lk3rF9SqFYLPX4ge3NpksMvKyZGfQ4cZGj1Z0/YpxMwpWVZ00L+k2I25t9ljrNN7Yq8QYQ1qWZGVF5HtE3vXmhEpp0tJ6PsW+99Ig1Co9CXjuOjZoozFv6E79R3xfkICHkB0cuWm9P4QP4h2ua+r73JcOndpTQxtj/Yx+S5UtZRSlTpmUhxykX3CYfsmsPEYgabrrbIT32Is/oR/cIHLatQfL9wNHCtpRwFo7phOHtCIfz329e/lFvEGwYdWg4laI67kUacHZ4ZjpcE5ZVni+Q7vfpCoVg60uR4/OODuwkriqUgi5rGxcHNCsYk3YCGj3YnobHe7+cJft26+WAw0in85ai/5Wl0b7D9Nro9IJuTplmP0VJ8l/pXoJyfVVkCKgH/6MXvApsXeTSG59D3v6cpzlC76bnbEbd7jTGrzwZtUYjrIZR+mMW80+kfv9OLH+IaG9HnPrkzW+mh/xVXLIptfhdaVk6Qg6nZgw8Oj3m/zkT26BMSsidxC4tDsRQeBdGkjiRsCdu+tsbrX58Y9v1AGKrNupPIwx5EVFHPtEcbCS1/3BD3bZ2urSbkeXWm3iOMDzXOJGwN33Nuj3zz1GpBT0+03iKGBjq0Oa5EgpV/vnOJI8r+xY8gLTQYNGmRSl09oF982gTUmlF29UHZFS0AoCmoHPMEn47mzIdqfJFq/uk13kBQ+GI05mC2Lfpx2FuBdUP5SpyHXGfvod38x+Sa5TDAZP+ngi4F7zY95v/QTnAsdECsGn93bYXevUAY9hs9ciWik9we5ah14z4oMba2RFRVnpVfuWrK8NvyZCx6FHMwxeo352dUSBt8rg39rsWS5GWTEtxozzMx4l3zIsFvygvcfd1g9sEOfaKkfgOTXx3L2Sm/fZJOHnX+3z+cMjvtk/ZZpkGG3Y6LW4tdWj345pxQG+ax1ynxX4tNUqwyItmKc5Xz0+qaWAbXB2/+kZSmt21zt8dGvjlRUfV0pacWDlg5sRn9zdpli2sBkrJy1r0QRXSgLfJfQ9GqFHFLirtfH7e2u0GwFFaVX9lmpir6r+uY7k0/d2uLHRWWUpQ99WjXqt5zsKXoftQZv//c8+Yp4VKKVXal6tOCB6jXDAy2CAk1nC4WTGjX6HqHu97WRlxf5ogtKGG70Onfgl14cAUftIXBw7bWBvJUf/iN8lOAgR4rh3kM4mGA1CIsW7WzO4UhK5Hm0doo0hcj16QcRa2PjeVaiWqGrH8NP8Aaf5AyblMZUu6Phb7MY/ZCf62HIvZAv5DsnxF2GMoahNSDuNkNB3WWs36Dai1wqCPItrBxvSkfhSEsUBcTNEVZrj/SGz8QI/8AgbAWHs0+o1GGx3OX06YnI6o6pL8lEjfK6NSgiImgGdQZOoEVgzv492+PBnd+zzr9qXwMOPfPxrOs/+vqDSc9Jqn2nxJcPsb6jM/NrbkCLEESGebOM5HSJ+y8FGtuA340McIbndHLzwhGpjOEynfDE5puUF7MTvNthwZYPYvYE2Ob7qoHSOQVvt6Tp7ZdAX3KXPf7ePa0Ctfl++5u8TQezS3ogxDpyWcxbO6xfFQoiVd0XnBW2KL4Pvu/i+S693dUdxx5GsrbdYW39+gb3cXqMRsLl5+VwLIYginyjy39DBXKONdU99m4ykPffFGwUsnpRsdVrs9TrMspzfHB7TiUIqrQkvGGEKrGFmqRRpWXL/dMRvDo8Zpxk7nRZ73c4lQnmhc6blkFFxzFlxiEQSuy0kEilkrRl/GUIINvutl7b1ALTigNY1SN7vEksFpzj0oWPPtzaaSekyLBRi5hFmmg/6bX7Y2XmjzygrRZqXPDmd8Mv7B/z6wRH7JxPasc3If3BjnQ9vbrDWadCKAjzv3JUdllTIOthQhiQrmGcFgWerfw8Ohjw+GTOcJggBw2lCXlSvVKeSUhBIG9R4nkNQFIyTjIaUbLQbxP7V5rR+O6bfvl6AIKV87TVxHVz1+rEVIUVeKrKqwl0Ke9TE+7J+3ndcPEcyTlKOZ3O6cUheVauK0nLBl1cKVcumL4NyU99P4zTj6XiGFIKN1svHEYHEEa6VDhWshgxlSnK9oDL5b7115o94Mez9KLAO5114pzp9Fz4HcIS0suRVQak1jpDXMk59W5SmYFYeMy4OmFdDCm0Tzb6M6fm7dP0dQqdt+Rq/BUh5rgz7ElutV+LNxNvFUgK3hTaaw4enJNOUzqBJs9NAOpKoETDY7OC4DpOzGVVpM5GNdkx/s0t0of1BSGlbonZ7LCYpi6UPx3q7Lm++ZDeEQNQHQL5hqfZ3HaWeMS8fkFXHK1OW68IYRa6OmZff0fTuveM9fD3O8oQvJsdsRC005oUxuDaGp8mUX48OuNt898ZAgbPBWvRntLy7FLWDtDZ5rZmeo0yOXv1u/9c6R3PheV2gyGup1KJu0fnjJPSHCnHh3+vCd13eW++zKAr+4v4jvn18wDTN+fLwhO1Oi14c4btW1SOvKsZpxsFkxqPRmO9OR6y3Gnx6Y5uPttYuLTozteA0PyRTKU23w0a4y+34I3wnWAUeL3SC/QeONC85OJty/8kZX++f8vR0SqU0extd/vXPPuC93QFrnQah764Mq54N25Z3ujGWS6OUxnMknWZIWSken4wpa0+MeZozS/JV5eJVKJVilCQ8OBvz2ZNDGr7P//LBXeL+H14CLa8qZlnB6XzB8XROI/DpxqFtx0MwyzKmac6gGdONI+aZrRgtioJ5ljPLCpKiWLVEnc0TkqKkG0c06kxrqRSTJGecpoyTlFYYUr6ihVHi4IqgbkM5v3cqk7GoRmRqXieX/oh/KLDSt4ZRnvL15BSDoen6tLzgnXPoXgalC2bVGfPqlOpCdd0RHqHTJpANpPh+x3pRy3u7jsMiK1fGo71mys31HsE1vM2uHWwsMz1+6NNZazI+mXL48BQhBJ1Bi2Y3tiTP2Ke73sbzHZK6LxwEO3fWGWy1L7VRSUewttPj9g92+fazR4xPZxzvD3n63QnNTkTYOC/ZV5WiyiuyJEc4ku6gRVgr1TwLY4xl6BuN0QZV2f+NNmhl/64qVbd3neupv4xTsPzfaEto18qWunU98ahKUZUKKW0Q9LJtXQXLTEqlpyzKh+Tq5C1aQrSVAi0fUeoJ2lS1XNr3c6Eqo1HG1GVow7RMOc0WjIuUpCqe06i22YOSk2zOUTojqd69hKMnmzS8O4TOJpVJLgQMxcqkSVOgdbF6XF98/OLrTL7i0pR6SqEnFGpIpV+tYvOmyFVJUhVMypRxkaAxSASZKkmqnEX1vKyrMYZJmTIpEhaqIK2KFTFXIvAdl7WgRdePcWqn6EVVkKictCqRQrAWNGl64Wp7ut7m03SEIyR7cZ+GG7zUD+XvDxIpPKTwXtCHfXUIXBwR2u1cE54j2em0yauKg8mMeV4wTjPSoxMOpjOagV8vmASlUiwK2/efV9VKverDjTV2uy1cxzArx8yrCcf5Ew7Sh8yrCZlOKHROYXJc4+FKH/lMoFHojELnLKoZqZqvFsyOcPGER9Pt1JURmzFcus9OyiHKVPT8DRquzX4ro6h0QaZTkmqGI1w63gBPeiijSNWCWTVGG4UjXLRRVLV5Ihhip0Xb6+KJ2oCqPjeFysh1RqJmLKpZ7ZQMuc5IqzmFzt74HC6RlxXHozkHZ1POpguyoiQMPNa7Td7bHXB7u78yMrwqjDFs9VuUlaJdz2dLPkdZaYpKXUkdSmlDVlaMk5THwwmtMCCr/jCJ3pW2PIp5njPLcvKqIitLIt8j9nwmacbpLMF3HZqhT6U1pVKczhKMAd+xzurjJGWeF8yyYmUaO8u8C7r/thVGayvb+arKhF28tfBlA8nZKqWXqwWj4ik9f5ekGoFr8ET0OzbW/RHfB+yIZaiMIlMlIAgd81sLNAA0ikpn1sTvwtqvMgVJNWJRjQikrdhZQz8JiHd6fQpsy2XoubRCn6KuRlpJ8ut9zhvb0vqhR3e9xeR0xuHDEzqDFtt3Nmh2Ykuy8z06joMXeJR5RVnYIAFYEcSXcByHnbvraK05enzGgy+e8qu//IbFNOXmh9ts3uzj1eSwdJExHS04fnyGF3h8/Kf32L69jghcnGcWsRcDg6qsKPISrc4Dg7KoKNICP/DwfOA1xmg2SNGUZUWeFlRlZQONSlOVFWVeUWQlru/gLskzb3XeDaWekiyDjTetbKAp1IhU7FPqCcaUILzvLQNaaU2mKgpdUaiKRVlQGUVSlYyKBPeZICdTFbMyZ1yk5KqiMu8+iySFj+900bJFgLrQCmUutEmZCy1UF55Dg7n8nCWM5cyKr5gWXzLK/5ZZ8f0EG/MqZz8Z8cXkgF+OH1NqhS8dmm5Iyws5yWe1TN9l7CdDPh8/ZT8Z8jQd1yRigS8dun7MP11/j0+6ewSOR6UVB+mYx8mQw3SCLx3+bO3eKtjQGEqteLQ44//z9DNi1+ff7v6E2421un3ndwdWZzzGkdEbuX8vIaWPJ1s4b6Dh7khJvxHjOhJtYKvd5IvDEx4OxxxMZuRVxap3xEDgunSigBu9Dj/Y2uCDzTXeXx/Qilw0JSf5U+7PP+ckf8q4PKXQGcookmrGaX5Iz1+j762zHd1mJ2qseFGLas6oPGF/8Q1P0u9Wi67IadDyutxtfMyuvIsrXUBQ6IxhccwX078lVXM+7f2zC8FGybyacJIf8Dj5hshp8HH7Z7S8HplKOMwe8e38V+Q6I5QxpSlIqjmqDjhuxO/xfvMT2l6PyGme76OaMSyOebz4msfpNzjCw5UekdPAFwFJ9fb3VV5aB+7hLKWsNL7r0I5DOo2QZhwQ1uZ+1z7PjiTw3OdJ0ILnCOZ/hFUBKyuFxDoSJ0XJJMlYb9m2MaUNWWWvF69uNdTa8Hg45slowk9ubLPTbfPZ/pzvTkfEvkfguszzgkmao7SmGfi8vznAcxzyqsKYV0/DrgxouP1a0cdZlbBSNaXKS1reGv3gJgBtL3irMeWP+P2CL11afogAGq6PX4+Tvw1Y4QIHO2uff2ZaTTjIfmOVIoVHiw0Cp4EjvO+Fu+FIQRR43FjvstVvIbAcvvAaVQ14i2AjiKwErhe4zEYJzU5Mb91WNoQUOLUiTRgHRI2QdJGxmGVIR9bO4RcqG1LQ7jfZvWu496MbJLMMATy5f0y2yDh4cILjSBCCqrAL/cU0obvWpshKnhX8TecZk7M549MZk9MZWZJTlYpvPnvEZDhHK0uI/fazR5Yv0ghxPYf+Vof1nR5xOyJuhiujlMnZnMnpjPHpjOnZnKpSLKYp+98ckc4yRidTHFfyq//xDaOTKa7rEDVD1nd7dNfbxM0QP7xedlSbAqWzWoXqlEq/TSnXoOosfK7OyNUpntNDiubr3wqoSlHk5aoy5HoOfui91Oeg0BWTMuUsW3CazXm0GDEtMx7Nh/z89DHOhWDDAJVR5EphjOF2q0/Hv57M6KVvamptfm19AoQQtsXOgFICgYd0rCY1WoOwOvbGWHds15GXvteLo/e6f9sUaEoKPcYprk+qvNJ3wXCSzfjl6DFH2RRXOESeT+x4aGBW5XXm5flgwxES33FpeRFrurKVLGOYVRnDYsFROmU9nLIeNAkcD1dKjDE8SUZoo/mos40yGomgUBWjYsFRNuU0n9EzDZTRlw3PfkcghYfv9PBl742qEgIHIVw82cJ3BjiywXUnGClEvYCNeG99QOx7xL5fO4TbrKyqxy1HShq+x6ARc7Pf5aPNNXa6bXpxhCOhNAZX+MRuk6hqkKo5AoE2ishp0nTbxE6LwIlx6++rjUIbzVlxyKPkKzKVEjlxXTWQaKNIqjlnxRGe9Ol6a8RuE2UUucoYFScs1JRMncsZa6MpdUGiZoyKEwo3ozQlxmiUqZiXE56kDzAYtsIbeMKj4bbIVEKi5szKMUfZYwBCp7EyoRoVx9yff06q5gQywndCfBnUqlsLqjdSFLuMpdRtXlYXAnOroe9IcSVvjhdhnhYcj+csasnZpav4UpHqYqWk0pokL5hmOcNFyqIocIRAGUNalAwXKUVVAZeD26Kq7KI8zRkmCUXtKeXUfIdeI2K9Ga8W58sxKylKu90kZbhIVtvzHIfAdVhrNug3IhwhV9+/VIrTecIsywlcW3mb5zlZWaG0xpGSZmCFC7pxeG2FqLyqGCUpSVGuqkBpWdZmaefno6gU0ywjr7/rUtmtVJpZllNUVe3Bwup5KazcdKkUeWXN11Q9B7wKQd0DPy2POMnuk5MAhsoUKFVylj/i0eJvmZUndL0tHGkrc8sxwSamrEqcrpNRQkh6/i5tb+Nax+f3CcZo9Iofp9CrJJ5ZJfNsIs+g0UzLI5JqTKGS+phZaKModUZSjRmXT3GFv+q8ODetu/y79ZLw6vPwfX3BehyXLpXRVEZbGW7MhQra9zf7OcKj4XSJ3R6O9FfKvrleMMz3wUClcxpuH19GOMKru1Uu79OyHdgGLxJHeDjCw5cRvowJnAaBbKyev/Te+vu5jqD5Bip1F/F2lY21FmEjoMhKpCPpbXZodeJzlRIBUSOgv9Xm9EAzOZnh+S7tQRP3YlQkrLJUb73Np//iI9b3enzzd494+MUBX/7iIck0rQME+7lRM6S7blWoHLfma1w46dPhgi//5ju+/NsHfP2Lh0xHCyujN8+YjexAMjqecvjolM/+21dIxxIBf/zn7/Ozf/VD9t7bJG6Eq3N28N0JX/z1fb76xUO++3wfo0Ep616ezjPm05STJyMefnFAEFk5wt5mh3/0r3/Ix396j53b69cONpTOyNUxuTql1DOUyXk7foBV1sirExblY5rCxZNXCzbKomI2XFgjRaWJGgG9mo/zIqSq5Cxb8NX0mC8nR3w9PeEsX/Dr8QHDInmuF9qREl863Gz0+acbd9iJ22/8LY02qLKqq1m2Pc4PXYw2FFlpexAD+3dZKqv04jlUpQ2o/NAjalxNzvN88FuWMN8tNIZKK56mI/7i9Bu2wg7/fPMDNsM2LTfk69kRn432X/r+jbCNL92aiGyzrIVSfDZ+zIP5KZMy4f7smEA67HghW2GHpCoodMkoT1iUOaVWeNIhUyVPkzGjfEHfb7AZdYgcH+d3LtSw6muBs0HgbrxRVUIKD0c28GWP0NnAu2JQ/iK4jqTfiGgGPnvdjl1YVRWFUhR1H7nvOPiug+84RJ5H7Fv3aM9x6ha1gI1wh47XYy3Y5nHyDamaU5mS7fAWtxofEcoIV3p4IkAgqExFqXMOs0f8ZvpzPmr9CT/q/Cme8JFCcpg95jQ/YFycsKimvN/8hNh98+8JUOqcWTmi4bbZCHZYD3ZpuG0mxRkH2SMytWA/vY8rfdaCbRB2oXGcPeXz6V/zfvMTftr/F0SygS9DHiZfsZ98+1b79Bzqy7VSmjQvyfISpWyL4JtUNk5Gc37z8JiziSVvuo5VjWqEPs3Ix70gt1oqxdFswbcnZ/zi8QH7o4lV+PI9OpHlFSRFybOMtaQoeTqe8cXRCZ/tHzJOM0wt59qOQn68u8U/vr1HJwos2brGNM14Mpnx2f4hnz05sMGdgXYU0o8j/vTOHp8G2/guq4xoVlZ8cXjM/ZMRvUaEQPDwbMTRbE5eVYSex+1+l/c3Bvxwd/PawUZSlBxNZ5RK40pJpfU5Cd8YKwvseaRFxdPRjFmWI4Rgu92k34gpKsX9kyGV1vQaUa3aZWjHIYHrMk5SslJxMJ6hjGaaZrTC4JUGZIHTZC24xaQ8xJMhUkl0vbIzGEbFPkk1InZ7NNw+odPEl+fVQ20qlKkodUZlcpSpcKXHDzv/5g872EBT6ZxSZxQ6oay/uzIlWpf2d0pU/fu0PGJUPCFRE/SFxGllCjI1Y1Ts8yT5NZ4McfBwpCXtS2GDCgfXLpSl9Y0IaeI431OwYQwGa6zpSElWt/slqnxhF8H3AU+GdP0dZuUJB+ILlmXwUmdMy2NSNeE4v19XNGSd+Ht+DFuqrLl1kBE6LUKnRcfboutvMwhu4fkBUrjf62z+xmcqboZs314nnWcIKdi6ucaN9zZpD5pI5zy7snVrjZ/9Lx8zPp0zGy249dEOfnhZVnPpASAij429PmHs4zgOcStifDJlNk7QSiOwwUbcjuiut9m+vUar18BxLy8OXd+h2Y1Z2+mRzDN606v1/K7t9Gm0IyrgdJ4QeC6B6+CFHt21Nls311DV8iZZdvXpup/OIIQDSAyKdi+msxYRRA44JUonl9pwhHCQInqpwUql5yTlPpk6Rpucd6F8pE1Fpo5ZVA8I3DUitl/9+rpFbDFJOHp4wmKa2qByo0O734SXFCB84dD0fNbDJklVMC0yjtM5m1Gbu62154INT9oM/N3WgDvNAX3/TRSILPK04OxosvJpWVY2qqIiXWREjZDehq2Ijc9mVse+EdprqHbqDePgNe0P4tLvYtkO845RacVC5czKjFmZsRf3udUYsBV1iR2feZVzkE5YVBnD/HmVMmWMbWWrfySSyigmRcq0zHCFJHJ8cl0hEUSuT8eL6Hgxi6qwXJt8Rt9vkqqC/WTEqFiwFrTYCjqISjCZpWR1EOf7drDSxlDVfCindnp2XInrSPKiIs1Kq77jubW6j6YRB0ShxyIpyPKSOPKJozcjyDoiIHTXiN1dQneLXA3ryuBVPGoEgbNO07tL7N3ElQ3EW2TPpBAErkvguvWixy5stTEr0qrnyJog++JMmYOD48SETkyqExquDcYrU9Jyu/T9DXz5TDZcZSyqqa0M6JLIabIe7OAJ63OjjEIbxZPkO4bFMbvRnTf+jkssR8RAhvT8ddaCbRpuC1e4FDrjKN9nmB2TqYXth9Ylhc5I1cJWNZyIrfAGvgxxhMekHDJxz8h1SqquL/l9EZ7r0G1GdBohriNRWpMVJUejOb9+cEhWlAzaDWtU6Tm2NVCcn4+la25WVuRFxXSRMVlkfHb/gN88POJsukAKwaDd4PZmj14zXunQm3pBnOQlXx2d8sXhCaXSrLcaRL6HIyVlpUiK82oX2GpMZTQn8wWfPTnkaDon8l1Cr4msKyKlUhxN53x1dMKNXofdbgchLIH98WjC3zx6SlIUrDetZKeUgkppkqLgyXhK5Hnsdttstm2gqY1hmuYcTmeMktRWS6Rgq92i0orAdRk0YhpBcEmS+aqIPJe1VgOtrVmkUppSazpRSCcK8RyH2PdWyZHI96iUYq3ZoBOHTNOMeV7QiWx7Z6kUCOhGkeV5BD5ZWYGwAWXouTQDn+gV/iueCGi4Pfr+HlvRhzjCY1oerVSoCp1S6JRMz5lXZ/gyxpPRasjX9b1UmZxK2yqz70Rkanrt4/P7hFIXTMtjpuUR0/KYTM1QVKtKhzLL3yuUUWRqyrw6I1WTyxwEXZAx4yx/jDIljvBt5UK4tTGddcxePubJkMBpsR1+QOC8+VrhVbAtStZv5+KYba5pZPc2cIVP0x3Q8/foBzcpTEpSjahMYa81lZNe8RoTCGQdsFlzvwaz6pRJecisPGUaHNH1d2h7WytltotYHgOjzSrYch15LfnzN55Fm92Ym5HP5o0+n/7zj/ACj7gV4gfuJWWo2z/YZX2vjyotEbvVa7w0a7xc6Hm+S6MT8/5PbtYEbr1qlRK13r7jOfiBS9gIcGrpvCXa/SYf/vQOt3+wS54V6CuYaQG25asVMkwzHg8ndOOQXiNi7Waf9e0uP/wn9yhyWy63Bk8VmhKtcwwKKUKEcNEmx3Gg0e4QxiHSLWuuRIWhRJsCKUICZwNeEWwsqofk1THGvImR3/MwKBtslA9o+x++9vVaGYqsYHw64/HXh8zHCxrtCM9zqaqX80eaXkDgeKyHLX7Y3abthcyrgj9du8W/3vngUhsVLEnLEDoegeM+RyC/DpJZxqMvDxifzm0FwxjK3AYai2nK2naXez+8wXS84MFvnuC4Dp1Bk86gSbvfJHjDBe73gULbwCDXFaHj0fZC2l5E5HgIoO1F3GwMmBQJj5Phc+8fFwsezE95uDhjPxniSRsMnGQzkipHYOgHdTsUIBGErs923KUymnGZ8ngxJJQeqSrZT4ZMy5QfdHbY8jtUmeJoPuX41AZt3bbla1WVIkkL5klO6Hs0mwFxaKVsh6MFx2czWs2QbjuiKCryvGJnq0sYeIwmCSenM3a3u28cbFh+zhqxu0fTu0OhRiTlI6rX3ke2UhV7N1iP/zkt//060Hi308uy1WWZSRffQytaplLG5RkYaHs9YrdJIEMEAgN0vD7aaB4n3zAsjslU8tptvg6OcPBlQOy26HgDYsfqv3vSp+G28Uqf0uSrtqhS5yxqY8JQxkROo+Zy2PGh6bZZC7ZYqOlbBxth4LE9aLPRa+K71p09LxSPjkb8l198y+lkwY/ubLHVb9FtRfgul8apStngZDhNOJsmfPPklK/3T/n26SnfHQzJS4UjBbvrbX54Z4v17mU9fqUN0yzjl08O+fr4jP/5gzt8srdFOwyYZTk/f/SU2clloQdlNHlZsT+a8j++e0Q7DPlXH95lp9sm9FyeTmZ8dXjCLM/5q4f7FEqx2bb8mqwq+ebkjP/05bf8s/du828+fo+ollz+8uiUb0+GHE3nnM4X/E93b62CjSUKpRguUuLA55+/d4sPN9eRUuAIa1YZuC7xawwUX4RB0wYqzxK2nbpNSulzaVt7rZraxd7BlYJuHKH1+XyuahEYr174KK1Xi0LDebXkVf3lUjj4Iqbv73G3+ae4wifXc5SqLs29lbaZ+1zNL1Wyl99l2TJkF2se+nvgHv4uodQpZ/lDnqafc5B9xbw8xR6N8yNi241MzXFUqyqQvsA/VaYgUxWlyZmUB6xafizxaZWtX3YSeDKm6Q4IZMxaePt7+W7LFmRHCEpjz6srJK64vonpm++DR+x06QW77EQ/QJuSp/o3VOr6AjoGszruVVWSiRnz6owTcZ9D92ta3oD3m39O0GwSyPi5ipHBJlyq+geofZquvg9vHGy4novrucTNkN4rKoVxKyRuXc1wTwiB41q+hx96cA1N/4vwfBfPd2lew0fgIr6bTPni6TG313rEvkcz9Gl2LmcOjVEU6pRKJwg8wLeBh0lQegFoXKkQMkSZAqOs5r9B2QFMipdwMJYqVDOS8pGtbLyRa/gLtmxUrUq1T6muoEplLCFeq1rFy7DK4r+acOfgSocIOxnda61zNljwUWeTvbh7LcWX62KZVVdK4RmnFgioVlwTVWnLvRnNmY8T/NCz5pADseLWXMxo/n1CGzvxamNwkLjCwRVytQjypEPD8fGfGRgKXZGriseLM3453id0PG7EfRts1OdumEtc6azMw5bfN5Qee3EfZTSTIuEBhvWwTVLljIoFpVb0gwZ9v4lJIM8rylKR5SVVpRA1oXO+yBlPE+LIpyhjqpa91vPCvn42S1eBOwhm8wzfd5nNM5K0oHxFMPs6CCFx8AncdXrBpwjh4ck2aXVApWe17HFZl8klUgS4MsJ3BoTOOr3wp7SDjwmdzZq/8ebXwjIjVClNVlXWK6DmE8HrGyMjz11lfK8DjVot6l3hr7KE9U7hCo9A2kVfqfNLbQ0spexfuF390kWUEBJXeHjCwxN+TTq3Pgau9Gqeyfn7DZqqPg9SODjCWWXUtNG40sN3onfSlx16LuvdJjc3etzdGVApzXCaMJ6nfLN/Sl5UjGYJvVa8kqs9H6cMRakoSsU0yZguMvZPJjw5mXA2TVhkBb1WzHq3wce3N/nk3jZr3fOkmqoVmGZZbrk6WrPWjLk96BF7HuM0ZavdYrhImaTnAUdRKcZpuuIuhJ7LdqfFjX6HwHFtG5JSfH5wzJdHp2y1WyvOwtnC8i4qpWmFPrf6XXzXJnKyypr//erpEU/GU36w9fwEvuQcdaOAjVaTnW5rVX1bFl/e5LbwXRffdVfBwHITF1uplhXpF913F9MPy21guDRmr5Qj6+2/7v5dqp/FbpeN4O6Kc2E5BiNynVDotG4HKlFUGLSdO1ckXgdXBvV91aRZt1v9IUOjKHRKoqbMy1Nm1ckbbcfU6yKtU0rS17xa4Eu7riv061775rD8NIUUgo4X4tWeG+5bJEKvCmUqKp2Rqhmz6pRRvs+4fEKqpqg6+BXWWamu+jxvSLnEUgnQGt3aYE9j/1/K6ZYmI1NTYqePKwI2ovcYODeXG6BSNukxnWckuVWqXEqEv07W+yK+R3bN7y9OpnM+e3yI50h2+20i/fxhMlTk6pCseown+0gRklcH5Op4JYEaurt4Tq8elOSlLKnEtl69DKWesSgfWn+Nd1jZKNSQVDy5liqV6zk2YBQQNUP8yENcw9dkt9Hhn8o7rAUvr2q9Kziu9XhRlSJqBGilcVxJ3ApxXBejNeOzGYtpCkLg1oFpox0y2OrUnJu//0DjEi5dJuLSb1I8f/YyVTIpEr6ZHfO3w4f8bzuf8K+2foAnXbTR/GL0mK+nhy/8nqHjcrMxoDJWeeqsmHOvuYE2hnmZ40pJz4/peTEjnWIMBL7HIskZjhYYY8/BdJ5xNpzTbFgNfdd1CAMPKQRx6LNIc8aThEYc0GyEzBYZVaWZJ9kqAHpbBM6AQfRPCN0tAtlnWnzJvLx/SXBBIPGdLqGzQTv4mF7wKQ3vNrF3o+Z7vN21YKiJwWXJ6TxhkqakhVVpWy6UXoX1VoPQ864dbFzIDb5y355/48vfYbNjtmXkRVKiAoEjHBvUvGQ7F6UjzfkbX/L6132DqyPwXNY6De5s9/nk7vaKszFLcp6WU06nC3798Mi2Bgixcu02WMEJXQtPLE39ykrV0raWNL27Zisaf/LBHj++t30pk66NYVEUTLMCKQXNMKAdhjQDf9Vmt9VpMkoSDqfnylt5Va18JNphYLk/YUDg2KRBJwq5tzbg4ZlVOBsuktVnHc3maGPYaDXoRRGx768qaBvNBgL41ZMjHg/HzLLnpbM9Kem1I7baLdrh5ZapdzU8vmwz1xl/xSs2dN3d9GVM1/cJnAb94AZn+UOO82+ZFIerNqFcL1C6rOXHbXC84hA4TUKnRdMd0PE2abj9a+7BH/G7gqo283OEZCNqMi9z5mWOJx2Whnbf1ypBm4pETTjJv+Ph/Bec5N8yK0/I1IzKFKsKjysDfBnjCr/mW1zeo+UYrevWtkJnFCq1RH4utrHlaKN4mn5OpmZ4TsgguAFYSfy8tG2j+8djxvOMZhTQa0XEoU98tToC8AbBRlbYDM1okXK2sMoYxlhpwbQsCT2PVuiz3W2z1+9YgyTgeDrncDIncG2v9jTNmaYZldY1aS2gG0esNWO6DUsGUFqT1p93PJkzTrNVRtCRkmbos91t0Y1tv+YyEzXPck5mC0aLjFmaUWrL97BlYMl6u8Fev0PkWbWQSmkKpTiZLTiezPnl40O+OxkSePbCagY+zTCgE4er1qpmKDB1P6LNjLYoxDGgkcJDCBcpfMBQ6RkCgef0EcJF6QStsxf6ZihdoExCoYcUaoQyi7dQoXoWBm0KKj0nU6ek1RGBM0A6L3aRtWVoqEpFusjJk4K4GZ67SF5RkaHpBuxEHULX+977HYPIZ323R6ffXLVRFbVSjOM6VJWiSAvyrGTjRkEQ+jRaIb2NDn7ov5T0/vcBVzo0XB9POuS6IqkKkiqn6QZ40iFVBaf5jHl12eG20opUFaSqIFclkeOzEbaRQpKpEm000zIlcp9vU3KEQ8eL6HoxEsG4zHicDC2/w/XoeDENN8BUMJtlTOcpqrK8i7JSKGWgtIoyg34TRwiyvGI6y2rPm3rBVlkvgjD02FhrcXQ65dH+kLVBk41Bizi6fovGsxB4eLJD7N7AhBrfWaPp36NUU5RJV5UNVzbxnS6xe5Omdwff6eGK+K18aJS2ZN9xmvHd6ZD98ZRRktZKOopKqysFGx9vb7DdadEMrtdS5smAhtMGBImakauUQue1Hjssqhnj8hSBoOV1LZejDhasR4ZVnqqMJXdKJJUumVdjZtWYSr+slP+KssgzcIVH6MQIJIW2Xhu5yuoqjCBTCbNyTKGfXwxfF1Jayee1ToNP7mwReC7dZsjhcMZ4nrFIC9K8JMkKKqXrat/l90shLJHfc+m2IuLQo9OI6DZD7u2ucW9nwK3NHs3osu+TMVDVgYrAtiEtgxk45/WEnnep9cq+z1Y2XSnxpIMjzpWzXClXild5pVYcIKUtlwOoDbnkam40xuC5csVhyOqA6VmIep9i37Nz+DtOwLyqlfq3uY2LkHWgHNHBlSEoick8Fgc+o28Lutvb3H6vi3QsT2OlilSTmH0nwpcRodMidjq03LVrfLbElxFdf4d7rX/CWnDr0vPrwR1ip3Pt4DtPC7LE8hjPDic0dxX9vRvcNiXNOhgSSAKnQcPt0fE2r7xtT4b0gz2s4d3gAkdFgbHeFDxjlPj2ELjSJ5Qtev7Oa1+9Oq7eNnebf0bfv3Hp+bXgNrH7/HF1hCRwXBZVQVaV5ErVXIUXczZCp03f3+N246c03F69p4LAaRJf8bhakYGUaXnCQfoFh9lXHGffMiuPqUyOLyMG3k1it0fktC13SPi1p9TzKlRLWJUwVY/nOZmakak50/KQSXlUJ5FKFtUIgWBSHLKoRjaQIVhVM9O8ZDpPMcYQ+E7tnXd1XDvYWBQl+8MpXxyc8Kv9Q2ZpjjaG0SLleLZg0Iy5Oejwzz64zXqrgSMtGfzR2Zi/+OYR3Tii34y5f3zGg5ORldQzmjvrfd7bGPDjm9sXgg3DJMl4eDbmr+/v883RGaW2/A3fddnrd/jzD27xwZaDFMFqQB0nGb/eP+LLg1O+OxmSFCVSipXk309v79IIfJxWg1BK8qpimuV8/uSYv76/z9dHZzweTkiLkv3hpH6fy/ubA97bGvDh9jrNsIHAfq4nu3jOGqUaouQCITykCPGcjuUMmFOM0QTuFlKElGaE0pIX+WZok5FXp+TVKaWevgMVquc+AWUK8uqEpNrHkQEeLw42gJWK0+R0RpEWtJatbXWv7FXGviUP4w3VJa+FKA7YubOOuSB5uFRhEavfzfljtQO949qf3yX40qXtxfjSJVXFiije9iJcKZmVGfvJiHGRXKoEVEaTK+vj4EsXXzp40kUZTaErTvIZj5Ihu1GX9eDyuXeEIHZ9Wl5I6HgUquK72QkNN6DrN9iNu4SOT5FWDEdzpvMMz3VWpp1KK6pK0W5HbAxazBc5J2dzxlNFmhX4nvWgUVrb7Gw75sZunwePz/jVl0/5Z3/6Hjd2evj+uyq6CjynS1s2aHnv25bElcdK/Qoh63vZQwofq6P/dher0oZxmvLNyZD/8Jtv+JtHT0hL20a17CW/Cgql+LM7N9h4+S36QoQyQnhrCCGYlWOSakauMgIZIoVkUg45yZ4ihKTrrRM4EUvFEld6dYtEZicobdV1SlMwKk6s7K15e+NNX/oIsQyCF6QqIVULQsdOoomacVYckb0lX+Mius2IH97dZnutzXt7A747GK4cxU/Gc2ZJTpIVlLUfk5RWGtv3XALPpRUHtOKAzV6LzX6Lu9t9bm/3GbRiei3LZ3vhlWNePooLcc7jubRQFpf+e9Em6/8vb9m2Sr6qQrVsXXk5hBArHsWbqHT9PsMRHlI4NM0Wqoq5/3XJ/v/7hI1/+RE/++mfEUb+SqkIWPEKLkmzXmgJvAokLqHTYiO8R8/fXbXLLOEKH7++R6+DZJ4zPJrw67+6zy//xzf8T//2R/z5+5+wHty95Eot6zHQk1dPVQeywWb4PmvBbatAtWyvNDmYOSBBtnjXDTRLiVZfvl4if3lc18O7dP2dFxxXD9+Jefa4utKh4QUM85SzPCFTVS2sYV6YTml6A2K3w1pw542PqzYVi2rMSX6fb+f/nYP0K0qdAVb6vONvcTP+EzbD9+gHewSyWY8Xr64Arxg0xsozT8pDxuUB9+d/ybw6q1urDKVOWFQwq06YlEd0vE1cxwpqnItqVLhuSZZXL0xSvArXvgqG84S/e3zAeJGy22vjDGzW5P7xGeMkI/Y91lsNWmFQ93jag5BXilmakxQlp7OE0HP50d6WrWxg2Gg12ew0aQb+qhczLQq+Pjrj/vGQ2Pf40Z6NDstar9yRgu9Ohmht+GhnfWWdHrgu/WbM7fUe7SikVAopYJYVnM0T5nnB47MJAtjqtnAdK7e33Wnx8e4Gi7xgfzhhs9Piw+01627qe2x1Wmx1WjQCH3DwnDWE8HCdLo6MbDAhAwQuQng4IsKgVv4GvrOOEJ69OISLfIEsZ6UXJNVSharg3QYaFsaUZOqIpHxE5L484hZ1m5EfePiBV7um26y0uUYdsVAVqSrxpUvousj6KyW1M3ZSWYJYz4/o+JHlJbwhr0M6Ev8FLV4vW9z9zrVMXYAUNhu7Ebb4uLODKxz+eviAr2dHNNyASZlQ6udbWkLHo+vH9PyYthfxOBnyHw8/RyAoTMWkSOh4UW1QdBlCCBwEseOzE/WYFCmH2YTI8XmvtcFe3LeSt6Fka71Dp22N68xSgapW7WnEPt12TJqVdFp2UnBr7x3XscFJVWk6rYiirHBdSasZEkc+4TNqdW+K5TYEVs3EmPDSdSvE5de9SxRK8d3piM/2DziazXGl5O5ab8W/uKqSzw93Nmn41yfKu8JDOII1f4ub8XvkOuOL2c9xhc2eT4ohCzWj5XZpez1abndV2QhlRN/foFBWOrfQGZ70qXRJqhbvzMRRCgcPQd/f4Fb8AaXO+Xz614ROhC9DpuWIZ5fS9j5e6vcvVQCX7alV3e+/DBZ1nRBx7HZMhRAQ+i69lo+UMaFv6LV8RrMOk0VCVmjKUqC0qX167H3oug6u4xAFLlFwXtHY6DXZ6DaJfI8weHE1TgpB5Hs0fEsaToqCJC9IixLPdSiVZlR7YRQXuEq+49CNIkLPIylLppmdP4tK4TqSRV5wMJmSlhWDRkwrDBBCEHnWs8WRknGaMcvsZy0rHOMkY380AWCj1Xgp0du2KP3ujo/fF2y7mYPExTUhZD7l2EVmEQ2nT+S9nd/AKz9TXG/B/zporW1nwjxjOpxTpRkeJZ6YAwsQMYIIe58VYKaYqgIRYhkydYVCtgAPzNQGE0gEBtcUdhEpgtV9aEwB6hhEALKBEJHdnvjtdw286XGV2CRU2wvYbXRWogX9IK6V6p6thLgrpaw3RaFTTvPveJr+hnFxQKamGAyx02UtvM1W+CHb0Uf0gz2a7gBvpUB4tXvU1HK+UrgETpNpecS4eMKiGpGoyYpEnqoZi/KM2OmArFXxKkWa2cpvHJ5XYK/jN3LtYON0nvDX3+2z1mzwbz/9kL1+h9Dz+L++fcw8L9nptvjJjW1uDLr47vOO3GfzhFlW8L9+fI9/+dFdHGkzKHZQl/h1G4vWmnle8PnTY+4fnfF/+9H7/OTmNp7rkBYlD05HfHcy5P7xkNEiZbvbYq1ls+6t0Oe9jQF31/uW6GfZY3xzdMpf399HG8OD0yG+67DeblrinOPwg90N3tsakFeKr45O+eHeBv/643t044hOHK4yPcsgKnA3CVhH4AKSwN0hMJsXGkntgiJwtrCToh3UfaePjUafP/yVmVtieHWE5u3NrF4ETUVWHbGoHtDWP3jp66QU+IFH2AhotCOUUnaRWFqy+1WRqIKTbEHHC60+ubQh6LzMOUqnHKUzhkXCB+0NAscldDyc78nd/PcJEoGUDjtxl3+ydo9fT57yX46+wGDq1qgWW2EH55nFX8O1fd1rYZOOH/HV9IhfjZ/gSwff8Wh7EdtR9zkn94sIHZ9bzQGjYsHXsyM86fCPB3fqYMPDb7rcu73+vOZ4ncGVwgZ+pl60Aasx8WKcmiQF01lGEHjsbXfptMM3Nlh7HYy5UOX6HgMNsP32Xx2f8jePn1IpzY1el3967yYfb23QCn0C92pDb+z7dKPrT2C2JUSyFd1ECMnj5Bv+dvRf64ws+DKk4bbZDm9zu/EhUS0hKXEInZit4Ca5ythPvuWr2S/q17foemv4MkKKt5f1FFixg/Vghx+0/xGPk2/4m+F/xndCAhnS9dZoup26ReAcVmSjRJscYxSydorXJgMUkgCQlpMGCAIMGq0TEAKHCN/T9NqCTqPBne02SiuUzgEfKWJAroa4i9fK0hXctjNJO3+9ps1ISkEj8GiFAVobplnONMtZFAVNEZBXFUfTBUfTOVl1nnkNXNeqN/k+86xgWJtB5lWFIz0mWca3J0MWecFmu0m/ESGFoOH7bLZbOEJyOk8YpxmLoiD2LUfkZLbg2+MhBsNut0MzfPeL5z/idxQmAzOG6jHoA5CbINew0voV6BGYBOQARBPMAruOuQUiBnVkXyN8MMoGHwCyByKyr1VHUP4SZMP+7ci6nep3p0X5KhBAP4hp++FqteMIq8j2faDQCYfpVzxJfs2iGq/SLJHb4Ub8Y/biH9H3bxA6beur8QYQCGK3Q+i0WAtuMS4O0OZbEmWTDwZDoRYsqiFdvYPBrAjii6xgkRb0Ow3c2m7iOtyVawcblVIkeUkVaxq+dRKNPGtiFNal5sB38eoB+NlBuOH7xJ7HoBnTbYSW4FrvtKmNlbQxJEXJaJFyMp3zeDjhs8eHJHV2pqgUp7MFJ7MFw0VK5HuX9MkLpZikGeMkZZ5ZExZHCp6Mpjwdz/BqE8CsrFafSV02Dj2X0HNtz57r0gwDWmFA+wUTvsB7/u8XlU6fe+xFh32pQrVgUT0iU0eryfLVWJbRlltZ0pdeDmMqcnVGWj6h0hO0KbGqO89M6sYqOZV5SZYWVIWybQXOy/sDX4T9xYS/Pn3Eh50NOn6E0lZK7uvJMT8f7teLasFvxoccpTM+7Gxwp/WstdXb4Xe5gvEyLPe57cXcbW3gOS5dP0YbjSddun5E329ysxzwfmuTe80NQCAFeDjcbW5QbWhSVZCpElc4eNKh5YXEru3FDB2Pnv+8apt1TvWI3aCWJPbo+Q0abkCmKtKqWqlzRI5rVajqErMjBBootfXZCDz3cksb51dPUdjF1fqgSbMR0O++XERg6Q5vs842a71c6CllK6SOlCCsbLPN4thtLUm+xhjyvCJJCwLfpd22CzSlNNIRK2+Et4XSmlGSMU4y7q31+XBzjQ831rjV7xJ6VsnjKnCEvPTa2GmyFd6g0BnKKHreOhKbgEnyktBziYNlZUjQdDsQCqRwiJ0240XCPCtYb3bYaPbZCHeInSaOPD9HvgzYCHdxpcfA3yTVi5pfEdGsKyAbwS4Nt0XsNK10qAxZD3b4uPOPabs9ggstDp4MaLoddqLbeCJgI9xDXlD5arld+5z0aXld3Fo6tOV2iJwmvWCDShf0/Q0MFYU6plKT2h1eoNUh2qQos8AS/rcRwqNQRxhT4couQnj1eGrb/exVWLfTSY0j7VLIc/r4TrOuOr8broLAKse1w4D3NgYoo3k0HPPvPy9pBD7GwNmibhW7MHQ70lYpNttNfrS7SV5V/N3+Ad+cnOE7DpM043i2IPRcPr2xza1+D7dO3DV8j5uDLj+7tUtRVfzHL+7ju7aidjybM1yk9OOYDzfXn5O9/V2BMaZu5ctrV/kXB93KVCTVjMqUxE6rbgk8h/XAsAkyt26RutZ+1Pty/GTEZ3/xNRjI0gLqxMX27TW2b60RRB5BaKuQqtKcHo4ZHk6Yjhcks8yuhyTWQ6wZsHNng8FmB8eVGKDMS6bDBU8fnpLMMvzQw2hDnhaoynK8uoMm27fXaXVjgsiv52JI5hnzccLp4YSTpyOMNjiuRNV+R9PRwn4PPYbqAeCCcwtEGyMaoI9BD21AIVs24NBPLPdCBOBsAwGYWf26EPDscyIC2a2DDWEDFBHZbYnmeRDye4Tlfe8I8b0nPo3RtaTygnl1xqIaUhnLUxNIAtmg623T8bYJZOON1fnOK/1OPWbHRE77QoUEqKsblSkwRtlqtyPxPZfQ9whqLy3La7ue58i199oYVovFc634ultRnCsiv2zJ22vYKkG/GV9WuOD8YGhjbCZnnjJapDwZTsnKB/zdo4PV65U2SCkIXYfdbvvSh6VFxcF4xleHp3xzdEpaVHiOQ1IUjBYpg2ZM5HuUSn0PTUpvh1LPbbBRHaGvFGzYnsDzk35ZaeBFsKpUZyTVEwo1RZuyPneXbyqtDUVeki5ykmlKnhZIR+J6Vg3lqmHtw/mQ/3DwJQj4pL+D0VDqil+PD/l3+7/hTmvAjWaP/cWYSmsi13vnwcbvM1peSMP12Yt7/OPBndXjkvNAXdcL/+XpEAjea21yu7G26tFePi4EK2PFpUPqs1g+HjqWFB67Pr0gJpAeozxlURXkqiJyPdajJq4Q5KpCIPCkrA0FFaHj4l1op7TbvvA5UuC6ko21NlHorSbPF8HUMnxlaXkhxkAQWDJxXlRobQh8FwSUhW0vcxzbQlOWypZ8DUxmKUcnU1rNiDCwn5nlJX4t5/cuFpjaGOZ5TlqW3Oh3+OnNXW71u/Qb0UoV6E3QdDvETnN1PmVNUp3kKceTOf1mRBScCzFETpPQadD3N7gb/4hvizOeTKe8Fwy42elZ9ahnMo42INhlLdhG1/yWpbTissqwVPJy6tYJXzpsRbfZCG8ghcS9MCEGMsSXPi23y170Xk1CP//MhtsmdpusBdt8aD5dXSuWS1MHBsbgSBdjCorqKVn1BN9ZQwqfrNqnUIdUeoojIhp+hRQhi/JztE7wnW1c2UYIB21KlFlgiZ52e8okUEsgh+YWjuggpIMQ785zx5GCdhjwye4mjhD87eMD/s9vHhL5Hr0oYrfbxnUu89oscdxhp9vmn9y5wa+fHvOX3+0zTlMwhsBziX2fn97c4R/d2mW92VgJsrhS8t56v/6sp/w/P/vNSpAgDqxj+Qeba/zZnRvXFh/4bSLTCfNqTJvBy4MNXTEpT0jVgo3w5guCDU2hrEyqdJxrBxsAGDh4cMpf/vtfMZ+mTE7naG0l4f/s3/yIqBnQ6TfPgw2leHr/mM//5jsef33E0f7Qigy4kiDwWN/t8ef/+09odWP8uuMhmec8eXDCX/77X3G8P6TZjdHKMD6dkacFxhju/XCPP/s3n3DzvU08312Nl4tpytPvTvj1X93ns7/4GqU0fuDRGTTprbcZnUztfK2HUC3A+wl4P8KOxgrUE9Cn4P0YnF0o/w7UPiBBdOqgQ4FOQE9AFCDbdWVkAKJrAw8MmALkuq1syDUQLd6WA/eHDCsBnpPrBama1kZ9tXu5cAlkTMvboOkOnlujvQ0c4RM4MY64nDQ3WG6HxraRep5VkmxEPnE9Vizn3+vg2sFGtxHy8e4mRVXxP759xBcHJzQCn6ejKVJAN47YbDdph8FzTtFgXQeXmb1XTepLEq/vOAyaMX9ya4fba71Lr5HSqoNsdVr0GhGVUmSV4mA85ZePD1nkBe9vrhEHPr7rcDJd8OB0ZA2Alln8dx5tvNlNpUxBpRcU6oxSjanM0nH81XBFhOu0WGp+F3qykt59OQyaCmUScnVMVh0QOOtIp335mwiB57kEoU/YCFaDq1peaFf8qspoClVZVRUhOc5nPF6MrTBAa8APe9vca63xN2ePuD87q8nNf8QStvrn4OJw5YYHAV5dyXgT5LrkaTLmNJsxCJtshC2abog2hrQqWZTFiog+LwvbIV/fs5qlmROsRQ086eDLcxLsRfieSyOGwHfwPOeVl1RVKY6Op4wmyfIrAtZsKEkLjIFmM8D33NX4ofV5z38c+nQ7EVLanvzxJKGsKqpKk6YF64MWN2/0rUSvfLHO/1VhJwqJt2q9FKuW0TdBmltVvrQoKUrbs+97Tl2J9ZgsUk4mi7o1lJoXUFrH67KiEfgEnkOSGuYLzdEww6gZoe9aPkFdmVb1cbOkVxdX2PNaag0YuwgHlKkrVcKQqYJxliGFoOUHhK681Ot/sW/a5Xl+gB2L5ZUydqomXwokjmzhiAZSDK0gh3QQwkOZBcrM0bUOv5QhQjhUeoo2ObaiAYLSeipgAwtHxEjhApXl2l2rSeDlWFWMXJedjiXEt8KAYZLiSUns+6sg9L31Pp0opBtFq/c1A4+9Xsce39BnkVtvEt+x5/9mv8taIybyvEtJu14cwZq97waNeHVPBp5Lw/d5f2NAOwxspb+G7zrc2xjQCgMagU8nCmkG31+bVa5SMp1Q6YJKl7jSw6v9KhzhklRT5uWYUDYwRpPrrHb0tuaQEkllSiblGblKkMIlUwt8GeAI6+2S65RhfgTAINii4XbwZHAp4H0VyqJiPkvpDJps7vXZCzwQMD6eMjyeki0Kvvzbh7z3oz06fVslklLSWWtx8/0teuvturJhx7CzwwlaG4bHU54+OGFzr0/YCGzVNSk4eTpicjZn+9Yag80OCEEyzxgeTXBch/1vjnAcK/HuuA5aa473h/ziv31FnpV89NPbhI2AqBGQTDOm4wVaLXsCPVtxMBOovgbRqIOECnBBj+3rTAYspb9N3T41ti1UFFg+hwA8G5QLd8WNWvKnMKklipuas/F71kb128JSDaoyOdqct6gLHFwR4Mrwsk/SO4IyBblKUJeS2tZp3JUBUjg2wVdZX6h2I2R3o0OvFdFvN4ivya28drDRb8T85OY2v9o/5D//5j7aGLpxZFuoXId+I2Kn16YZ+C/klkkh6gzOq3fSYAfN0PfY7rb4nz+6wz99/9bzL6wJfI6U5GXFPMvZH035xaMDNtoN/u8//oA76z181+XbozNi32OSZr9zFQ2lc3J1SqasCpXtP349HBkTOusI4SKQ6EpdIdgAq0qVk1XHJNUTHNnA43KwIR2BF17gbFRLzobiOmGtoD5HQuBKh9NswS9HB0gh+JPBHn8y2OOD9gaPFiN+NTqk1G9u6PZHvBtkquTh4ozDbMJe3ONOc52G66OMJq0K0qoABElVMM5TlDF4UlJqRVJVOELgOw7KGHpBjCNerGrjew6+d8VJv1IcHE14tH9mVX+ENRVM04LZIrM9tr0GjUaI50q0MWSZbZX0PZeN9RbdTrQaf4aTBfsHI+bzjPki54N7m6yttXBdB/8tzZuEsK7GSw7ashr8pkiKgoPhlOE8YZrkhL5rpbgbEd1GxDjJOJnO6TRCDIZFXnIymTOep4yTjM1Ok34zZrLIGM4T6+EwS+g1IwbNmK1ei8BzrYOz0efqSPW+L0q7wI1dO65nqsIYCB2HaZ7zYDrGlZK9Vhshopee77eHAOEiZYgne7iyS6lO0SatpcZB6QWVmaGpcEQDV3YQSJQ5QOsEKWIEAk2JEG4dsMQ4soEUYZ3kefdjkOdIttotNlpNfrSzga65QxcDhGXHwMWgNPI8wrbHZqvJj/e2zhNkYjm2ShscP/N5rTCgGfjs1pWRS4cQG/w+e45C1+WjrXU+3Fxb7df32YKa64RxcUKq5qTVnMht0nDbBDImkBFJNWNWjWh7AwyGVM2ZlUPm1ZRMLXCEg8GQVFNKU1DonJkzpOF2CKQl8y6qKfvJ13UnhjVCe7a69iqUecV8nBDGAXc+3mXn9jrrO13u//oJX332iNHxlM//6js6/SZ3frAL2LlzY7dHp9/Aj3yrridgMUn5xX/7mkdfHTI+nbH/7THNTkzYsAFdWVSMT+fkacnGbp8f/dk91ra7zCYJX//dIw4envL4myMcV3LjvU3C2EeVioNHZ/zNf/mCD35yk3/xf/yUjZ0uzU7Mr/6vb/n5f/ni/MuIyPIr9AiqJ7Y9ylkHKht06DNb4cDYQATs7/rQVjfMBEwFwrYj2hbxc/+wVXBiMlvh0OO6ner3j7Px24IxdeuSLi8lmKWQeDLAEyHiezh2pc5J1ZTSnEuLC6zymSetmarBegpVStFpRrQbVhSj3QyvPb5fn7NRK0H5jsOd9T6dKGC336ER+HiOw41+h/BCj/azOH/8FYQ6IWgEPu04xJFiJU07zfKaXGmzY9pY9RttDFLYnuyiPjACqzEe+57N+AjIyorDyYysrGhFL8/WOHXFxBhIi/K3QqBTZkFSPiarDmsVqqvBlQ1Cd6uW7HQp9YyMg9e/kaUq1WGtSvW8ZrVWhjIrMVoTtyKKvLT8jSS/lsayXbQIsqriNJvzaDHiy8kRP+xu8YPuJhtha9VSp4x+Tl3pbaC1RleaPC1I5xlFXlLVLTfAaytbnfUW3fX27yXn4zoodMVZvuA0m3GYTThIxxym49p9fMCtxoDYDTAGYs8n04pZkZFUJZXRqNolu1SKYiUTaF1Y7aLlxZ97neNqjG1PKEqF1gbp2EVWHJ9P5p5nM315YVBKUxQVS2O2NCtJ0oI0K5nOUvK8wnUkrZZVwep2YnzPwXkHBHVX2vaXm/0uoyTl10+PVhy3pcjEdVBUimmaczZLGM4S4tCq9jVC37q5SolS2nJZYHVdF0qRFiXKaBynbqGTgvV2g81ui3maczpb0GmENLXPcTpnWuT4josjBJXW5z/GKo1ldTXLEYJuEFJqzTBPaPkBSr+eM/Y2EMIlcDZxRQtXdpAyJHB3ceo2KaAmjudokyNEgO+sAwIpY4wpkbUPtVUKdBD4tTeSjyMipIzrFqo3uw5MPQ9lRcVonpCVFZvdJp04sucjLxnOE7Q2bHabtF/jjLUkpSdZwWiW4nsu/Wb0WvfeFRcRrrzOE0Lg/hbHukqXZCph6fcSuS0aThtXWtd7IeTKRNJgORzJ0txMiPr8mfp7unT8NWKnRaYSMjWn7Q0st8i12tGR0ySU0bWyxI4rCSKfdr/B5l6fzqCJH3o0OhGDjQ7T4YL5JKHMzyvyRhtmk4TTgzGLSUqa5DiOpMhKHnxxwPB4Sn+zTavXQFUXFphS4AcurisZbHXob7aJmyGqUnTXWoxPZxw+PiNLCozWlEXFYppSZCWuZ81ru4MmjXaMH3p0+k22b61RZKVtpZI9cO/UwUAOog2yabkVcimz/2xFr37MKCC3A7EI6/d1LlQt6vfIDngf27+dDRts/DHQeCmEsO1SrvAvtUlZr6OcQidUJkfpEime59ZeF2XNg5qWxwyLx2TVeXJaIAmdFi13HU9Eq6HcGEOSFVYWvFLM04J+O6YRXb0F89rBRllZ8rXnOny8s8GdjT4f7ayv5PPeph95iWWw0Y1s9LSUyz2eLnClPA82tFnp1sfSs54WlUJpg+tIAtfBd526bUIzTTMenY1XUoQvgyNtRtIS1Suqa5qXvAkqPSepHpOpg+sFG6JJ5Fj/Dik80mr/yu/VprSqVOUjOsGPnn9e20W6UppGOyJPc8bHU7JFhq7082PSKyCFsKpU6ZxH8yFfjI/4pLvNx50tQseeC2OM7RF/h2sVowxVUbGYJJwdjJmNF2Tz7LwV7DULo1sf79Fdb7/yNX8IKFTF02TE55On/O3wIYfZlLWgwYftbW42+tyMB5YboSpaXkBSlZxUFWlV1pwRQ6kVldYoY68NZezv1uX83SxgtLZBhDEG1xiiyCcMvJUvR5oVFEVFVVlex5LIprUhy22wMV/kjCcpWmvarZCgfv/aoGk5IFckb78KviO50etwtljw4GzMKEm52e9xo9dB+N61p96y0szTnNE85Xi6oFXYQGmz2yLyrcP4Red1u8607WJ5WYGxyZelot52v829rQGfPTjgaDhjt9+h1JqjZM7BYkbs+bhCktbBpCMkhao4yxJGWcYkz/Adh+1Gi9B1KbXGl07doPT9QeDiOzvgnA8+gXuD4KUsQcEy2xqyVz8mubyoen0C7DqwJreKSZJx/9CqJXqOQysKyYuK4Szhm4NTykoR+e5rg40l5mnBg+MR7TikFfmvDTZ+H1CZilwlNLw2bW9A7LSIa5NZg8ERTu3fYFaE8UTNEdgKhSs8wKx8LQb+NrHb5nHyFYXKGATbhCKm5XYBaHpdQqfx0v15EVzPsZyMQZP13R5RXYWI4oDuegv3G4d0nlGW58GG1obJ6ZxHXx3y3edPOXh4iuc7IASz0QJjwPUd1rPyPEGAVfALIh+nDja6a/ZYeL5Lq9cgjAOqoqLIyppTWTEbJ5RFSRj7NNoRzU5MUJuiNrsxO3fXGZ3ObMJH9MC5R03gwN4Ly/HOXPh5dgy8eG+Jl/y+fKhruR+re+sPO1H3trDcNx9X+quECVB7HSXkekGpM5Qpax7b26HUOYkaMymPOMsf1a1by50RhE6btreOL+P6IYEx2MTUaMFwmtBrRfie8/0GG8uJ+2yecDie8Xg44cuDE1xp2xb6zZitTpONtvXNcN4wCnOkoBUFfHprh8j3mGU5//XL72j4Hr7rYoDQs9KAG+0mO72W1SVvRKy3GgyaDaZZzv/v19/Sjqz++MlsQTsO8V6TWdxsN/n05jZ5WfGfP/+WXiOi14jYrL/XWqtBr/F6Q5nroNJJXdk4eqPKhiMiHBEwkVd3/9KmIlenpNWTunXrsiqVlNKWgOseVT/0Wd8b0N/u4oXelceQrajNTwe2jP9/Hn9Lpip+tnaDm80eoeOhMWRViSMELS/Ed95+Ei2ygvkk5eD+Mff/7iHH+2fMhnPytKAsKoy+YlAjBHd/dPO3Ol6WSpFXyrYiuc5Lr9VCKYpKMVqknC0WbLSabHdaDBdWs3/QjOk3LitNaW2Jy3mlaAb+Kuj2pct21MURkrWgybzKabg+a0GLQdBalUxdKWl4Phs0CaRLoatVsKGMZpxnnKRzItdjLWqwHbcInJdXOq8DKQRh6NHvxvR6DVrNcGUSuCRKlqVt9VPakCQ5Z6MFQkC/26Dbiel1YtqtkDDwMFhCuX2/oNkIVwTb10Frw9cnp9w/Hb3w+UIpDiZThouM4SIlKQr+v7/5mi+OTuhGIbHv4zlyJcv9Mmy2m7y/PkBpTVpYtam7Gz0MUJTWu2i8SBnNE86mCafNBafTBWldvXOkVdVL8pLD8cx6OziybqF5Pn+pjSFXiqRa4ApJ27dciHGekVQFUki6QUjT83GEIHBcW1FWlfV8eZeZghfg1ZXx1z3mvOTxl733HHlZkRUV0yRjkmQ0Ap9m5CNr07tpkrHICuLAIw5sIBD5VnxgeUykEASe9emQQmKMFSgplSLJShZ5wTzNbfUw8FbBRFEp0rzgbJZwOlng1JyjPxwYBPKSUpRticqYVxPm1YhZOSJ22lSmwhFObTZZEHihbTVRCytaIJ4Vo7DjQmVK6yFQzQlkZDkbVwz5pZS4noPjPqOwWQf0K4NEY9dHeWrnnu++eMrXf/eI9d0+732yh+u7qFLx6JsjxidT4uYLFC6FwHHt50l5gddaJ3GFOJfwXh29VZLh/DXL9y3VI5fj9/n+P/tzfsTOt7s8O5db/ZavWfo2rPbEXHzdq+61y1C6ojIlw+KI0/zAKpCZov6OhpbXo+326fhrdDzreq5Mxag4YVycMFfT2vhT1KIpDpHTZDO8Qccb4AiXQmeMihMWaoo21rA0VVZlr+MNMGhm1QRlKhwcev4GWxfEBgqdkamEUXHKsDikMjXfq5YYX/O3WQ927LUorye4IBC4wieQDWKnQ+i0KXWKMratalGNeLz4O7RR1kne7a6qfleBqbtFEjUmqUac5A84yb7jKPsaZapV65ataKzRcgdETgdX+FRKM5mlHI/mLNKCoqrIS8u9Lqvz8f6d+mwsN2oAZWyw8eh0TKGUzarVpfb3Ngf85MY2P765XTuILw/o+Q4t+1RfBlH397fCgD+5tUM3CvmvXz3gr+7vU9ReDwZYa8b85NY2n+xt0W9GNIOAvuuy3m6y3mrw9dEp//Hzb23PtuvQb8ZsdloEF+UtX7Ajm50Wf3Jrh//29UP++1cPa9UPj09ubPGjG1s4Ur6zYGN5XCtjKxvptduomkTuFq5sIAnxrhFsGMo62HhaBxsFUgSrAVo6kiD08cN6QRp5dAYtuhsd/GuQg7aiFv9o7SY/P3vMfzu6z0fdTf50/RY3m30Cx2VRG/u5UtLxwxeazV0XeVoyPBzzxV99y3/+f/x39r86IM+Kc6LcFXHzI6s1/fb1utdjeS2UynrMeNLKnsqXLODKSrHICx6Pxnx5eMonu5tsdVqcLRK+Pj7jQyEsSfQCtKl1/tMcRwrC2gjTkw7bUYftqMNPejde9HGAlWJtuD4N12cjsmTI5ZExwJOFNQcaBDEfdNeJXO+ZierNIaQginz6/SZ3bq2xud6+9NnP7stovFhNtndurdFuRat92d3urba7lONdvv8q+6qN4YvDU/7DF9+8eF+F7YcvqophknI8nfPd2ZjAcdhoN+nGIZHnvTaw/sneNtvtlm1fKisi32NvrcM0ydg/mzJLi5qHkXI2T+jPFpxMFwiErf5ISeh7pEVJWpRkRXXuPXTxgF04boVWTPIMRwj6YUzkuhwuZszLgrYf0PVDAsfBAFlVsagKynr8f5ctkNfD687Z211/eVkxSTL2T8c8Ohmz0Wmy1WvZYykl+6djjsdz1joN1ju2Ra0RejX5+nzhF/p2LrkoZ1xVmkmScjyecziaY4xh0G4QBVZmcpHZQGOW5CR5QSsOzttA/yBguRSOcFf+AaXOWVRTFtWkDjjGNKsOypRI4aJMQqUtQdwGDz7KVKv3P7voLrXlc6RqTqgatQnbVYMNK5TyKqU86oWxMZCnBePTGQ9+85SvP3vMD352h3/5f/wU13fJkpzWf/+a+795in5Bx4RV57MJlBetJV88FVwOGC4HI9YP5nJC48UB+4u2vRT7kEJyKapgWRsxq8dFzQV6djuvG04rU5LrlIP0AV/Mfs68mpCq+UoJbye6y150j1tCXgg2FKf5Ux4svuAof8yoOGZpSupKn76/uZL7FtKKBBxkDzjJn1DonEU1YVgcEzoNbkbvo6hWBqau8LnX/BE9f2OlgJarjGk55FHyJV/PPiPXiQ1MhIsrfT5s/dS268H1gw0hrUO8jIncDpHTQZuqDjYMSTXkUfILNIrQaeHLCOEIpLnKmGbQaLSpmJennOT3ebj4Wx4sfk6pc5bKpQJJ5LTp+Nu0vDUip40xUOqS8TzleDQjyUqqSpGXVtK+rOWYrzqyXnlVlxQlw0XC0/GUJC+40e/wJ7d2CFwXKYV1GdSK4+mCz58e021E/HBvg2XDwM1Bl3/50Z3ajdtnrfW8tv+zcKSgHQXcWushpeDj3U3bg19fzZHvraoNjQttUeutmH/y/g0+2F4jr700HCmJfJdGGOBIyyFYbzUuKXEs0Y1Dbq/3cB3JvY0+jpR4jmS9bT/rXVY1tCmozIy8OqVUE5TJrqRCtYQnm4TuNq5o4IgAT7YRuPVF9PoJyaBRJiOrjkirp4TO5kqVSghLdIvbEdt3N9CVJoh9wtiqYFwVHT/iTmtA5HjcbQ1YC5psRE3WArtY9aVD24/4tL/HdtR5J7K307MZv/nLb3jw68dIR3L3J7fYvrtBq9uwgdIVW2V+/M8/+q3xNQplg4fD6ZxHZ2PiwOfOoEfs28BukRdM0gzfdWj4Vj0o9j0C172QraozpUXJoiiY5wVZWZJXyvrHSMlwkTJOUjpRSCvUnM4TJmmG0lbiNPY9/Dogr5QmLQtKpZFC0gx81pqx5WU9s/8C6Pgh99oDItfDl69Wl7ouPFeysdai04poNYJXFvMFEIU+u1tdhBSEF+RgX4Q32c9KK7Ly5cppQliJ7tjzWG81VuNQ4Lp2IK/U6pi/DIVSq4rxj29t2zExDsnLio1ui2bo02tGfCjW6cQhvZatwIK9+9txSFYupa0FZb29tbaVSd0bdKwUeSvClw57zQ4NzyerKgQwCONVNStXisCx5HkpJRizkjjOVUXT8xmEMYHjfk/k8L8/jBcZ3x0OCX2XH93aohn6NEKftKhI8xJXSiLfI81LjkZzWlFA/BJH8WeRlRVPz6YcT+a1a7lgskiZJjZgjAKPWxs9pknOo+NRTd7/nr/wbwkNt81WdAtfRgQywpH2mC29Wfbi9+l4a7S9PpHTIsnnpMpWJxpOx6pSlUOabpfYaRE5LVzpsRbsoky1Mqvcje+hTEXL7RE68TtX9jmHoaosl0IIgRd4eIGLU4tgFFnJ6eGEo0dnNDsRncHbeZx4vkurG+P5DukiZz5NWUxT/MDFDz0W04SDh6fMxosrVfI1dSsz1idpmM/JVEnHj2m6Aa5wrKqW1ihsi2quK2ZliiMk/aCJL10qrZBC4EmX180Cw+KIR8nXLKoJHW/AdniL2G1DXTdpuh2abpe2e54gcoRD11/nFobN8AaFzu18pQtGxQnKVMyrMaf5EwbB1up9ywpaxxvQ9depdMmwPCaUMe81f0xSzXiS3idXCaUuUKZCCMmoPObb+a8QCD7u/GNk7cGTqoXlEOmcL6Y/52bjQ266V0/4XoTvxGyG75OrBfvJLym0VV0sTcGsOuVJ8jm5mtPyNojdLoGM8WSIrMWBWB4xo9AoKl1QmpxcLcj1nEU1ZFENmRSHlDpHGxtoLAOdrfADbjY+peNt22MlbOvtWtfeQ4dnM5TWOI5DI7TV2+sMQ9cKNp6MphyO56RlyZ31Pv/rD99buXYvyaH/r198wX/6/FtuDrqXSr03Bl1uDLrX2DXLnWhHIe0o5Oba1d+71mqs9utN0IlDOnHIrWekdr8PaJOTqzPya6pQWUhc2SR0NuvKho8nW0jhoQ0YriIha86DjfIJrmytVKmEEAhHELci4tabB1gdP6LjR9xu9l/4vO+4+I7Lj/u7b/wZz2I6nPPlX33L4y8PcD2Xez+5xZ/+bz9h++4GzU5sg6UrzNhe8PZVlquiqBTjJOPxcMwvnxzSjSMavkc3thn5k/mC/eGEOPBYbzbYarfoxmEdGLBaMVfKttws8oJpljFNrVtxN7KqceMk5WyRsNtrUyrN4WTG49HEDiRC0o1DGoFfZ+YVZwurXuRKyXqrean96lm0/ZC2f33H66vAdR3WB1cfyOPIJ75CT+mbBpPL1rGXoh7+2lFA+yWCFNq8mlC9zGD3WzH9VyRoBq0G7++svXD7lz2RLmN30Ln8d7PNTqP1XKVop9m+9PeLKknLv/8QxRSmScajkxE/uLHBh7vrtfqT4Hg8Z1ymq6rFpG6z2hnYzKA2Sy6aWSXJlufEZqAhK0oORjNOJnPrP+VKpmleq8Bo9tY67A46tKKM4/Ec+Q4EDH5X0HDbNNznOXG+CPBlYJ+rp55SF5zkUKiUVtCj4bQZFoeUqmAt2GEj3Fu9fy04FzwxGLajO6u/v+8qta4VG0VN9pZ1K52qFMkiZ3g04fjpCMd7e26YF7g0O5YMXhYVySxjcjZfdR7MRglHj8+Yj5Mrba/SyrZDYkhVydN0zKRI2Iv7iFAQSKvkl2uFMgoQzMqMp+kIV0p86RK7AZkqcIVDy5Pnnk7PjAvL6suwOObL2c9puT02wz32onvsxe/XrYYGjUIbdSlAFEg6NcfHKjbVXiVqzjfzzzjOnzCvJjjCpeF2cOtuCSuA4BE7TdaCHUbFCZ+N/zs9f4N7jR8xLYc8zb4j1xmlWcorO4yKE76d/5Jb8Yf8qPNPabgtPOFzWjzlKNvnIH3Aw+RLmm6Hm/H7b3QufRmxEd6jMjmj4gmz8gSDQpmCRTUkqUYcZ1/XnIoNYrdH7LbxRFhLdlsDS2VKlCnI9IJMzZiXQxbVKcpU6Esqe9ZbzZcxTa/PVvQBdxr/CF+er50dV9Jrx7iuwyK1bZ4CQRR4OPJ6nlTXaqOqLmTinrVsz8qSSZKRlRWhV2dGr7wb/3BRmYSk3CetDlYa8leBIyJc2cSTHVwZWzUVJJ7sErm7FOqMQr+4n/xZ6FqValE9JvZe3kLz+4SqqJiNFjiu5L1Pb/HBz+6yeWuNdr+JF3h1afn123ll6fwdw3cdunHIWrPBWrNBNw4ZNGN812WRWS+LyPeolOZwOrfuwp2XZ8b2R1OGi5SdbpvdbofQtbe7U/Or7GLIkJQlRaXY7bZpBD6jRcLxbI7nLNV9bDuO77r4zrtx2P59hxSCT3a2iP3v1xBtq/YselMIWPV7X/t9b/H3HxpCz6XXiJgmOZ99d0ArDmhFAUfjOcfj+UrcYilxnGQFw1nCcLbgbGp/uo0QgbDB/ixhluacThe0ooDI92jFIQjbqthv+ihtWGQFRal4dDxinhWkefkH1kJ1dUjh0Pc3L/lwrAU7SJwXBix/HxBCELdCqyS10eZpI+Drv3vE5HSGkJKqrMjSgo2dHlH89iqXUgpcz2HrxoCf/suPKPOKv/h3nxE1A6JmSJmXVrXvCvNYZTQH6ZjjbLqqXpzVlY2DdMyssq2V1mgTAsel5zVWAiDzMufr2RHKaBZVTt9v8H57i64Xv4K7a8hUwrg4peetsxPdpeOtPce7sfwyeeFdmnk1ZVyesKhmtceKpNQFx/k+aTWn7fVpOO1LnSIODq70iJwGgYwIZVT/HiJr/oUnfCQSZRS5TtFG1y19M/bTbwGBL0OkkKRqzqKakanFWzeQOsKj4fRYD+5wt/mnRE6b0/wBi+psxa3QaAqdMK1OSPWMaem/tLKhTEmlCwqd1oHGxcSYoOn2abprrId32Ajushm+jy8bOBfa2MtScTqeczpJSIsSKQVZXjJPxbWFk64RbNRZGmyWTBurcpIUJQKYpBlH0/lKVjbyvStljv+ho9KLmqtxUBtOXQ2OiAmcNTzZqZWorJGZ53SIvV20Ka4RbBSk1SFJ+ZgqWFyL9HMVmAsZPWVZdC+9MQV2MfymwgJLVKViMU2QruTWD/e4++ObrO32iRrfT9b9XcB3HNwopN+I6DciOlFIJwrR2jBWCm3someSZoyTjH4jQtVthVqf/5haUeRkNictKwaNmLVmbDNSlbITibKJg2UVpFSqFlaIOVssOJsnhJ6L5ziWwFZ7Rniu5A8osfrGkFLw0dY6H22t/33vyiW8iKAtnnnudff19xdM1r3eNZvWLgKWve7nSjjnHeHmufc+s6cv+VucL1bE8ndx4fHzMuBVv2voe/RaMZNFyvF4xma3xWavxXCWMJonBJ6L51rhEYGtCC5J44u8YJrkjOcZUgpmSc4iy0myglliVb0atfN0Xlb4rsOgbrtzpSSvKg5Hc7KyRGn9Vi1q59fH+fE36HPOQf3c+fF+3XG/fFyX7Zx28XP94/wqSCRdf4OW1ydVcypdEDsDAie+tBB9fm/f7LOXZGrXdwljH6+W1774vHQknu/WClI2ORM3QxxHsrbdpdNv8uT+CV//8jGe7xI1AgabHbZuDkBYRSpRV8mEsMktP/RWBPHzzzonqvuhh+fb1lkpJVLC5o0+n/75B9ZB/L9/jTGGIPLZujlg5/Y6USMgjP1Xtj8roznKJnw1O8Spifaltma8lVGMysWqOucKSddvEDs+jpAYDIsq47AOSuZlxo3GgJ2oR9MNV22cl2HnqlynTMshjnDZCm9ecooXq/fVi+n685VRzKoRR9ljTvKnTIozW70whoWaAQZfBihT1mpmFlJIfBnWPi4hgRMSOjGBE+KI2nj0guRyrmyFI1EzUrUgUwuSan5uCl3Dl2EdgLx5J4QjXGK3U3OXHAKngcJyNwptzfeM0VSmoKryC/fqy7A84vYYSuHUd6ZTV4a22QjucrPxKXuNT/BEgCuD1XE2tZz9aJZyMpohhLCJzzQnL6tLKmpXwZWPTCPwuDnokpUlT4ZTvj0eMstyfNf2bueV1XN3peTP37/Fh1vrK++EP+LlUHVlI1PXI4Z7TovYu4HvdC/dxL7s0XBvU6ghyRWNuLVZEsUPKPUMQ4W4qJv9lqhqv4WTbM5ROqPQikqrF94mnpTcbg7Ya3Tf6jOXeuVaG4zWqEp9n/L/7wzLQD6t++zHSUpRKQ4mMyvzbAyV1ghh77nRwhKDT+eL1c8it46gm+0mjcDHYPjq6JRmGOAKwek84WSWcDJb4LkOldKWiH5hQSCFwKvN79KixDOOVVHyvDd2wf4jvn8Y7EQhnnlstQz/HUgAKZOi9IJSzyn1jMrMqPQcpTNU7Y+hTIYxJbpWZLELYnVBrGHpseDUCkTL3z0cEeDIEClCnOWPjHBFjCv//+z9V5MkSZbni/2UGHcaPCJpkeyq7uqe7h62d7B7917sxYUAEIEIXvAJ8QjBIwDB7sPu3iWzO6xZdVcXzUoaPJwbN1U8qLlnZGZkZkSSrpqZPiVRGe7hbm5mbqaq55w/6aBl1/0dj8uOcf0k5PbWkLzqOkf2lrPRCX321npIKVbcRWst3cgppf1MCj7c22Czl9BPHByy08rWlnXDZi8h9D0GnYiyNU1VShAHLvlY7yU07aTeGENZN/TigMB7/UWNO/8ZlRlTmgm1mVGZWXv+Mxqbt14lDRZXUXXX1NPnXQofJXykjNAiQsvEwXBlD0/28VW/FRx5e1DUJQk4lDFGBE4u9B311Txf0+lHfPynt+n0InZubeCdO+9JN0RcG/Inf3WHa+9vcvPOE26A9jQffHKdTj9eeTtJ5ZKFKAlWoith5DNY7yC1JOqEXP9gi3/9f/1TpBSs7zyBOPqhx3C7xx15k+Fml+4gJuk+WZR3ejHX3t8ijHxufriNtaA8RdIN6fRj0nnOYpI9tY8XxXKuFlKghSSUbryP2qQiayoqU1NbQ9FUFE0FCCZVSlqXeFIx9BP6XsxO2CfSTkL7ou/oYgDpq7/L0uQsmin72bc8Sr9hK7zG+8kPUcKjNhWH+X1m9ZhAXQQ7Fav/zj+++HOfyHEpoQlVzGZwjTudP8GTT3elVCu9vBW+ORRcCZ+utwFCEMou4+gxs+qIeX1GVo/JzZzSZNSmpLElxjYYTHsUcjUeLsnrngzxRUSgOoSqQ6KGxHqNrrdJT2/Q87fxRPBcomRxvOlBJ0JKp6RngdE0RgiuJHsLV0g2It9jb9hjkuVEvsfDswkPzyaupSueuHj/yY0d/vL96+z0u+g/lkBfGC5DN9RmQVY/Jq+PrpZsyB6JvomvBk8976sBiXeLefX15feFmrI5I28OqMyExuQoGb60WnSVyJuKSZlzfz7iq9kJ86ogbZwpmBKSxi6NGQWx8uno4I2TDaUVURJSFhVlVlGkZeut8Xa7Nm8zlh41y/9XxpC2KkLTPMcYp6qmpXQqUtYyL0rS0hHA07Jimhc0xhBozW6/y26/y8k85dF4ymYnIQ6cMlFe1cwLV3WVUpC0CjkSl2QsP8da106Xxi2m9FuGURlbY22NocLaS2bH7zzcgC3xnVnmWzje87j9JYRtWUdeVjVly6tYuncv3wfttGefrj1jzynu2GUL3dWrl4teV/18sgj2lES/BWnpyx2zaROFpl24un8rM6ZozijqY4rmhLxx/9ZmTm1m1GZBZecYm9OYHIO7Rtz14bwB3ISqWzM+jUTjTPmCFl7qkgq3+O22i98hgVon0Ft4tocSLuFw25KwSlqeKEgtv4du5GBTS67F6rz3kpeqmW30LuYObg+e5x49kTB9WknpddTSlu8DN74vz7+xtUsymhFZvU9eH5A3Ry1ncELVTKms+w6MLV3CRw12ed5Vu5DxWyhvglZdPDkgkGsEeoNQbRPpXRq7iyd7KBEghHcO7nE1rPcyzle5lXr3XDrP13i+Sxo++OT6c3+POiFRJ2yTgltP/U17ips/2OHmD16+uH9qe3FAdDNg5+bz3Cs/8PADj8F6h9sf7z7397gbEndDdm68mbiKxM3JnlAEyiOQmkBpIuW31fGctBbULbm4sQ7cUzauEBDrkFj5+FKzEXaJlP9cF+DZWFbdLdCYCiO8lVLYs51ai10plR0XjzksHvBh58f8sPfnKKGdQaSQkN176ec9DdO6KNWwT/7W8jx8GbId3uCT/l8SqY7bxlOktatoMz1/bMt7QksPLdeI1IB1/yZpPeK0vM+ofMS43Gden5DVEwqTriRyG1tDex4lCim0SzJURCS7RKpPx1un620y8PYY+tcJZIR/YUL2JKQUdJOAMNCErVBN5GvqxhC+xKvuorj0HSuFAAl7gx7/40e3meclVdM8NzhudhN2Bl2S4O1M0v9Uw9iS2kzbQX5MY9OVDNllwpM9Yu8Gnhxy/gL35ZDEu4Un+y9+83NhWyJStlKlivQuUl3tYnpR3J2d8ncn9ymamsZajvMZh/mMrbDLRpBwVuaMi5RhEBNF3ltpQCT9iJs/vMbR/RPuf/4YHWiGO06yV/tvx/fhXcVaEvOzG055aBg7qNQgjjDWooRwdV5jiX2PThigpGSz47xfNjsJse+x3evQDQOSwKm/bdU1secSip/d2OWDzTU2Ogmd0KcXBhhrGcQRgVK8tzEk8X0ej6dkdcUwidBSMkozBIJeGKxMPN808vqQtH7AvPyKefXNW9nmm4ZbmK7RD37EIPgTBG9+rLUxTLKcaV6sEsSqacBafK2JPI9O6NMNA/phgN/ya5adiqoxlI0zGF26tdfGEHqaxPepjaGsa5esSOmgdlnGoIXijdOcWVGw0+2y+QbiGVc6ZptSNWOXTNSHFM3JSgijMlMak1HbdFVpN7bC2BJD29GwdZugGFoRTlhCf6xBYFwC0iYLAkktNJWZUAjnCi6Fv0oaXYcjRMkYLTptEtLDkz18tUag1vHVOr5ac0nmC4otFw0db2s0edGw9Drbd+euJmsOniQW9QGlGVE2I2qzoLYLGuO+A2PLtrNUYW21Ovfn4W7YNnmkbpUUU6SZoMQxmQhR1bKD5BI9X60R6k0ivUekrxGodTw5aDvnf4zvU2ghudXZoO9HbaVern60cAli2dTUtqGxFi0kXS8CLIn2W2NPjRYSKSRRm6y86NpdLvgDFdH31mhszeP8W9b9bYb+1up1Trq1aRMQQYOhNjUCgSc8tHT8HXDKTdPqlFF1RKK6wODNzon08XFeLo2tyZo54+oEgFh1WN6ZjXVeIVp4rdHkZWMJRXo+5XFdPE2ouqz7N0n0GpvBe84B3BYtRGxZyLHn3iVZupLL1plcCx9PRvgyIlQdAhmvztmLQgqBEc7TJ80rRtOMNC8ZzVKklIS+pnMF3tGlk42l98VmL2HzgmqNdaU6mrqhrhqoDWVTobRE6YuroUtcmDUWIeVbV9kwxmAas8JW0iqDNK27sFLK4TA5R4CvGrSn3vmCdKVCVR+1KlSX52uAQMsesb6Or/qcv0g91SPmOp7sI1DnJopXhaUxOVm9T1Y/xleDlSrVm8ajdMJ/PbrLRtjhVjIkayoOsilDP6brhZyVKXlTU7ZKGOZlCj9tNHVDmVfUL5AeNY1lfW/I9HTGgy/2Adh9fxuAKAlXBk3AS2dyv/UZ+UMmJ/1z6kXLysp278UVzmEc8f7mE6WvZ6WZ+88IiT1r9LfRefp+dmRyj9NFSlbXDOMIJQSPJzNmRUF9Razmy6Iwp0zLLzjO/hOn2V+/te2+SYRqh8S7iRIBff8TuNLk4WL5XTXGUNQ107xgfzLjcDbnbJExzZyYhsUSeR69MGAtidnqdtjpd+iHIaHnJHLLpqGoa7KWyF+3cJqyaeiFAVpK8qpmVhQEWhP5mlGa8WA8wVi3/dM05XA6J/b9d5BsLLkYTs/dtslC0ZyQ1o9ZVHeZl1+zqO6R1g8cZMpmb/h5tu2a8PTwdslKhRIhnuwTqA0CtUXsXSPWN4i960T2Op7sIEWAEgFSBKss4KJx4G2NDS/azut0MlwxK6W2C2blF0zLz9uE/mvKZkRlJq+xh8vxxxUZDcVLzrfrEgV6g1jfoOvfoe//iNi7SaybVtRk6en0ep2OP8bbDS0Ve9GQvWj40tddNA9thr2X/v2iWHaqYtVdqYcd5PcBiyeDJ529dmuBDNHCXxmCKKFbf5WGrFlgWyL3rB6zaKZPcT9eN7TwCGS4IpFXpuC0OHAdZM+tLS3WQZlsQ6QS9KWLUwZjF1hbIkSIwMGSXBKm2vPjOCaeVHRsgrVDLKbthnvt+zRv+x4S58Y7ay1V3TCeZ4ymKaN5RuBpiuryxXF4DQfxF4VpDE1tODsYcfzg1Mm+hR7D7QHre8MXnogyqyjzkiAOCK6IAXtVlFnFbDRHe5ru0LW7i7xkfDjh+NEZw60+1z7ccRN6XnL6eMTJo1O2b21y7cPddyqx0tiMtG5VqMzlEw2HS1Z4skeod9DPmPjJFkbgqwG+WrvSxG5sQVbvk9YPSbzbVzmcl0ZjDbmp2Y66/A9b76Gk5DCb8UF3g3+xeYuP+1uMyowvp0ccZnPSunrlNheTlM//7hsO7h1f+PdsXjA+mjA+njI5mZHOcubjlLWdPr31bkv48xDP2ig/E3d+/h4f/fn7r3vorx0vrgb9YSL2PT7YXGdRFOhW4q7TdjSS4N0qMP1TCAsUdc3ZIuM3jw/4/PCE/cmM00VKXtVtV9hNmlI4eFroadbiiN1+lzub6/zk2g6eUpylGUVdr8iZgnapvYJKQVZXnMwXbHYSNjrxSg0w0Jok8P8gKmKVmbWdqocsqnvkzT55fbRa3FbGcTOMffX9/a7D2IrKzDC2ojQT8mafqfz9qtMRqA0CvUXP/5h+8AmSfwzXvEvAsnqfRXWPRfUti+ruCqZWNY6jcTV59deN1quhmZLae1RmwqL6hlDtEnm7dL0P6fof4csBWj6pEP8x/nHEq76tq3yba/42H/f+jFF5zFl5wLQ6497i96uEpeet0ffW2Qz2WPO3CVVMz1ujpwecioAH6ZeMymOkkBhrqE3JwNvAl2+u9rWEeG0Eu3zS/xcs6in30y94lH3jEp92Lwf+OgNvk3V/h1Bdrphj7IK0+HuqZp/Aew8tN7G4NZySaygRt6+bU9b3Keq7FNU3GJsiRYCvbxL5P0GrbZTo8haX80+OX4DvKTpxgOcp+p2Q9UXhoNfvirPxqqiKmnSaMTqccHT/BOUpok5IEAX0N3pYW9PUDVLJlZyotZbZ2Zz5eMFgs4dSsq1UWZraYI1BKomQT15vW7UdKSVCPMEmL+FyUjqZNykE+SJndDghjAPirpMVrIqa0dGE+589pKkadt7bAmsp84qzgxF3P32AF3jsfbiDbSzGuCSqqZ1rotPMBrCYpnXXVK4ro7S6lMQcQG3SNtl4fKXBXwgPLWJ81SeQ66sL0v1NOMiHjPHUgEBtYjE0zeWSjcaW5M0BafWQOly08AXxxouUxlrKpmHox/x4uMt+NiHRPrtxjx8OdjDWkNUVp8WCz8aH5M2rFyPZPOfrX93j87+7GHrjullOZzxfFJztj9n/5pC4FzHc6hN3QvwoQKqXH1/Si/noz97/g86Fb1rhfBsReJrrwx5FXTPLXDLcj1y1/Y9VyFdHYwzjLOf+aMzffvuIv7//iFlRkFfOr0RJ6ZI4HMSqNk421deKfhhytsjohAG9MGCUOZEAi1Msi7ylprqlatXI0rLiZJHSCYKntgvOHR6Ec/i2dpXkvOn3uITYOPhNRl7vMyu/ZFL8jnH5KXm9T9mMuZzfzx82HGw0pbEpmDOWI6RoK/KRvkbi30aJkJ7/EYinJ9bzeOsX+Qe8MpbVw9c+iuXnNW6cNym1WTArv2Rc/JpJ8Vsm5W8xJsfwXSR4hsYuaJoFeXPIDPDkgFBvU4SnAMT6BqHecfwZEaxOxrv2wvhjvH68bTW7vrdOoCJAcFYeMq+PKZqMpa7idngDISQ9bw0E+CqkI2Dgb9KvjknrGePyGCU9AhnR1QP6asMVW6SDhEkUvnTKU37rOK+ExhM+se4SqqRVovKIdY9IdVoYkoOEDb1NdMfnfvo538w/JTcZjWmobU1lam7EHxDIiOoKvFtjM7LqU/Lytxg7w9e3sBakTPBVDawjRURjZuTVF2Tlr8nrLzBmgRQBjTlDigiQSBUi3kAJ60XhlCgVoW/xtCL0NVHgkB7vjLPxqpgcT7n32UO0r7n5w2sEcYAf+igtmY3mTE9mjI+nJP2YTj9GSIE1lvu/f8ThvRNuf3KdvQ92HJypapiezijSgqSfECYB1ljquiZfFFhjibohSinyrKDKK5cMeJqkFxEmIWESMBstODsY0x0mbFxbI4h94q5LgM77LGjfI+4J/LDlmbQ3S54WZLOc8fGU6dmMTj8h7kWtupEhX+RUZe1M73oRvbUuce9y5neNzcgql2w0V4BQebJLpPfw1TpCvEgxSuDLNRLvFo3NKZvTS23b2JK8OSZr9qnNvFWl0i/4jMvHUoN+ibpujKU0T2BTS3EB07oRv9QobbmvxlKVNUX6gnMnHOnWWkNn2F5D1uL5Gu0p9/6i5FUeBHVZX5H29U8jBKCEcO7kkTt67wVwyD/G81HUNZ/tH/MPDx5z/2yMlpKf39jj+qDHMI7oBH6r1idojGFRlpylGY8nU749HfFgNOG/3b3PrbUhe/0uVjlTx14YsNmJyeuGs0WKpxTdIGCaF4zSjF4YMkozztKMs0X7E6ecpSlni5SsqlbE8TcNY0sqMyOt7zMtPmNe3SWtH1LURxTmlMZcjYf2fYglNOsJX+HFd//LzuOSawNPQ0nOpyFv605qbEbVTJmWnzMpfsOivseiekDZnLaJxvfnO1jyAkfZ35NVj+j6d+j5H9PxP6DjffBHLsc/w9BSExFzLXqPju6vCM9LUGCsOkSqS+ecl4oWHnvRe3T0gNpWmNbpWwmNLwKU9BCAJ3wS3UMKxW54m8oWaKHxWtPIQEbOFFD6xKqDFh4/7v8LPBHQ99bxpYP6eTKg6w24FX/EwNtc+V4c51MO8zE74XX2ohvE6vKms9ZW1M0hefU5IKiaQ1xxN6SQa/j6FpH/E4yZUVSfY21GL/xfkTLGmgxjF2TVb7FUaLmB5PWNl1+ylzTGkJU1p+MFi6zA04okCujG70j69lUxnyx4/PUBO+9tsX3rNlE3QnuK2dmc8fGU0/0RR/dP6A4T0rUuYRLg+YqTR2c8/OIx/Y0uazsDsnnOYpoxPpqQz3N6G92Ve3VTN2QLZ0vfr7tIKRkdT8gXxUrvOp2kdIYdhts98rRgPlqgtMI0BqUVSquVRvVysNeeeoqnsXy+zCvm4wWn+2ecPDyjt96hM0iwxvFB8kVOXTXUG65jE/dezuyHZTWwoTZzsvqAojm+ugqVd4tArTllkIswxAh8NSTxbpPV+5fetqWmasYU9TFlM6Y2KVrGKyzh64aWkkh76FZ5SgqBLzXzquDe/AxfOY+QtC5fSJB8NpRWxN2I/sYlbu7nxTsuHWES/LNLNICVxryElbnfH+PyUdQNX5+c8utH+xR140j/13b52Y1dtnsdBlG4khBujGGWF+xP53z6+JBFUXI0W/Dbx0dYC7fXhwQCRmlGoBXdMECWFZPsyfuxzp/Gtv5HxliUFBjrOCPu8dL4ycXrXtfG1hhbUDYj0voRk+K3nOb/jXl11y1wrzCefT/DKS8pEaNopVXbk7ZUzquaxhFilWq9aFxYzjmEw6qbFCjnm1A2DcZavLa7dV557Mp72UoD5/URaf2As/zvOM7+y0pZ6vuo9W1aaePKjJlVX1E0R1RmgrFVqyLWQ4vEpXh/LGz8swglNEppNtQuG8HlJmtn6Pjk9dZaGmtWP05MRbZS8k5UI5B9QuG8Npau5oHy2ZCd9pFzQN8OPnCkeKnc+GlcV1AR0NVbJHqpFibAnjCvjojUOmEr1lM01er9L4+GxsypzYjajBBm6RczpW4OMGaBr29hbEZVP0IInzj4M3x1nbo5Jat+RZb/B6QIsP6rC9bGuPOQVY7/tzyEju8Te95q7KoaJwDgK4UEirJmtsg5Gs2YzHJ6iTM0bK7I3XyrfRfbypdqT6+gUk1tqAqnMR11I4qsJLt/zPUf7DHcWWe4M2B6Nme43acz7HD04JRHXx2gPYXSknSakS8KtKfxQ4/uMCHpx/TWu5R5xen+CCEE1z7YBiE4/PYYC2xeXyNojZKsWVaorhamMVRFhVIOEpYvCtJphhd4+KFH1I2IuxG99S7dYUJwCWa+wwo/UaGqr1j9c8nGbXy5zsuQ/YFynY1p8btLb/uJKlVKXjsFk1hfQ6o3SzYGfswH3U36fkRWV/S8kB/2t3m0GPP/mP4tgVRoqTgrUvpeRHAJFazuMOHn/+YTPvjpzTfat1fF9s3Nf35tjT/GG0djDKNFxmiR8fHOJj/a3eKHu5vs9btEvtc68bpQQhD7Pnv9LrVpKJua3+0f8fnBMbO8oBM4UvdGJybQml4Y0g8b+mGIrxWx5xF6mo1OTOI7dTFfa7Z6HXpBQCfw8bYV1wc91pP4jUzhAGozZ1F9y6z8nHHxG+bVt+T1QSt08f2DTL1OBGpI3/+ISO+2HWS3dM9bov5ZljHKMjaShI04RrUqYEVdUzbNKvE7yzLyuman0yH2fQ7nc7KqYj2K6IWhS0JeM5mvzJSsfsw4/zVn+d+T1vcpmmMak/F9TDSeD0tWH9DYkqqZkdf7DMKfMwx/hkTDH7scf4xLRmMNszpnVmWMy5TS1HS9EE8oclNRmpraNGihSHSArzQCQWlq5nWOEpKudkXt0tR0dMBG2COtS06KKQC+1GRNyaLOAScRfFxMGVcLRApZXdLRIYkXMvBi+v6ris8aLYcE+gO64b8h8n8CQtA0J6TlL7DkQAMIEBqEh0AjZYKHomyGgGzh7q+OvGlIy5LPjo753dHxar3+Fzeu8bPdXcqmIa9qjuZzpkXB9V6PQRAymqbsn0yZzHPyssLTkrz0ad6Vg/irQiqJF3gOPzzLMC3fIp1lLCYpTdXg+Zp8njMfL7j2A0tnkJD0IsftiAO0ryjSgunpjO4wQXshdd1AVbcwKUnUcZj7zlqH+WixUr8Kk9BV9TJXVbMtl6PMS4qsdET0qASE817In/w4FSxBlTuy+vL5vDXCaeoG7WvXdZmkRN0QIWIGW32G2326w86l4VPGlk5bvj5yBEWuVgX0VJ9E3yRQ6y+UZgSHjY31DTz1GqpUNmulEvedVOEbqlKtBwk/HGyzFXYw1rAWxPxwsMM/nD7g6+kxWip8pdgIOrzXXafvv1pFIuqEvP+Td5to/DH+GK8bxloWRUle1Wx3O3y8vcmNQf85JTBwFdyw9U4x1lLWDeM059cPD8jrmsjTbHUSNlvVsGWqMIij1e+J77EexStOxmYSs9PrPPGJCF+fLLny9rAVtVmQ1g8ZF79hXPySUf4riuaoHV/+KUSrAKPW6PgfEOgtQFI0DVlVkdc1R8kSDQABAABJREFURV1zvFjwaDajMs5MK/F9Aq2ZFQWLqqLj+yghGGcZ4zxHS0mnrjmYzciqCk9KIs/Dew2DTGNLGpOTVg+YFL/lLP87TvP/TmXm8I/se3DCARMa43gdQqhWgniI31aKX9XhWMLVqqbhbJGxKEqsBU9LemFI3HoIPWtGunzfvCgZLRwvClrlTSmcDHUcvtCcuKjctTAvStKiQiuJpxS9KHjuflt+1vL+rpqm/fcJX+t8R2wJvZPtvmjl5shAKwJPt071r+7+LIqSWV449bq6ceaTQjCInSQ2l9jGs7H0DMqrmlGakZeuwOApSeR77qeVWf9DRWMN43LBYT5hXC4oTE2/jvGlYl4XLtGQEk9o0qZAt6iQxhqKpkQKSd44t/GsqdgMugz9DllTcJhPsBYi5ZE2BdPKScBrqZhWKWld4AmFJxSFqVi0j1+VbAgkUnbw1A6R/0OS4C8AQVHfJSs/pTEzGjNdyVDLlk8mRQgqRIoEd6Vcrpg+yXMeT6Z8dXrG74+OSauKsqnZ63X52e4uxliKpubhdMqjyYRIa3peQFHW5EUF1q7g7nXz5HqFy11Dby3ZCOKA4faAMq/44u+/cSYzvZjp6YzxkZPZE1LQNM6dUkqBkJK6bMhmOfPRgvlogfY1g82ea38Zl5D4gUeeOviU8hSqJaku+R3z0ZwHnz9Ge8qRyqUgnaaMj6eMDsZUheuAVEWFUJLx4YTR4YQgDjjbHxElIUIKRkfu+bODMWf7Y44fnXF0/xgh3YC33Hd3Yh0hXHsaoS5/s7qF/COy+hHNlVRBRIsd7K2cw1/W2fBkB6u38eUQLWKnn37JxMZJ4D4irR/S8d9ciWk37hEoTUf7dLwAJSQDP6LrBXzQ26Ax7lbZirpshx22o7cjufvH+GN8V+GIdRJfO4NET6tLSXsLIdykeM5YcSVD+NxnPImqaijyiqKoKcuaTjekd8kCyGWjbMZMik8Zl58yKT5lUTmVodfpGn9fw3lzhARqox1nhwgkp+mce+MxoXa+JmntpIYPhKCoa270+2x3OszLkrMsI/Y8ekGApxS1MezPZgghmOY5SogrQxDOR9mMmFd3GeW/5Cz/21ZO+B9LN+PiqMwUU9Wc5n9DZWash3/JWvjnCKG5rAP52SLj3376Jb9+sE9tLBvdhL/64AYf7W6ylsTE/jPJBg5a8tXhKf/2t1+yP545yJuniX2PP7t9jf/54/dfmKgfzxc8OJ3wm4cH/PbRIWudiM1uwv/wwU3+9NbzTtKmhTgeTufuZzLneL5gkubMi4KsdCp1BotsibmRp+mEPmtJzHavw7Vhn1vrAzqh/8Ik6Hx8c3zGP9x7zOPxlIPxjNDXxL7P//7j9/lXP7j9Wk37xlrysuLuyYh//9k3fH18irWw0Y35eGeTO9sbfLC1Ri96c+nZy0ZtDUf5lAfpKV7rETKvcweDaioi5bMXbeBLzX424qyag4CeF3MtXqcyNY+zEYu6wFhLRwfOrNA0zKqcxjYUxluZD2uh8JXGa9RK+vdOd5f9bMRRPmUYXEaR6om3hrElxmaAxNiUxkypzQlF9ZVDm5gpUoUXjLWXv+fvjcb8b3e/JVCKT7a3+PL0lG9HI6p2LPK1wm80B7MZvzk85NZwyJ31dfpd5/FVlDVF1VC1YkkCVganl4m3lmxEScDGtTWmJzNmI/dFKq1oaoOQEu0p/ECjPd0SuENngZ4EdAYJylNYY+kO3ZdUFQ5TNtjqE8YB8/ECax2G3gv0U6pPTW0o0hLZDekMO63ylEsKwk6IH/oOElU6OJfjV0T4gaapG6qyRkjnB5L0Y7SvHTHYGISSbr99jfYVVachiPyVe6gXeivI2GXiSbLxmMZcPtmQwkOJAF8OCNTGS+UChXA68j7WVYjUGqUZYczlkg1jCwejqh45mNcbqlIN/IiB/2ThEyqPYRDT9UNudIZUTUNtDWtBwjB4Ne/lUsdgbOuxwlNiAK86BufNsszWWSWX3yf8cFXVVGVDnhakC+eM3tTmKX3zZQhY3XvdfkznmQXokmhfFjVZWlBkTmzBGEd+Vdpd/0HkEydBy3d6e3hqJQJ81SNUW8T6xsq4zV1zSy8FA9auunPu8ROTN+ecfd74bfnzdsNVcVzdcXn4S2W6887W0DqvhgGDOMLiKoxl82IH++XzddMwL0rq1kOj15o2vvq6tdS1YbEomExS6tppwAeBJghe15RwWY2tqJqJW+AW/8Ao/xXz6i6VGb/mdi8bT8z6EE+7/q581J+9Lt7we1ciWsnePhlnYV6W7M9m9MMQKQRl0zjiZFUhhWCjciaNs6LgNE3ZTNw8VrevWVQVTWu8GHkezWUVq87F+Y7GKP8lo+IXjIvfOEWtNw7p3NjRjgu4PPdi6aa+ElxenfOlaaBpK69vcu4bm9PYnGn5BUUzQomYUG+3JotD4OUKVRbIyorPD074z1/dIysr9gY9Njoxm90OncB/zoi0MYa8qnlwNua/fHmPb47PMNYSero1RPX5y/dvkLTOyc/eg6NFxjfHZ/zdt4/4z19+y631AR9srXFn+4kD+Oq+NoaT2YLD6Zx7p2MenE14NJpwMJlzOk+ZZjlpWVHUdbuAE/hKEvs+vShgs9fh+qDHB1sL8qri2qDHejch0OqlvJ9ZXvBwNOHXDw749OEBke/RDQOuDXv87Nae65Toqy0D68Z1Xu+ejPhvX9/nVw/2scD7m0OSwGd30H2rXkyXCdeRKJhVOT0vXPEtKtNQmJpI+Qz9BF9qHqQnzOocKQSRCvCl44w6iFSBRJA1JdMqY1ZlzOv8KbEHgyWQHpHySWWBQtLzYvaiIafFjFmVUZpLwEmFQskeUibUzTF5+RkIQdUcYKkA2/7+xFSzMSeU9SMAGjNuJyB5KfW248WCTw8P+enuLh9vbXKSLvj8uHaFD+F89LSSTPKCh5Mpi7JEKUk3dp4ni6xgkZUsMvtaSepbSzbiXszOe4r13aHjOXgKz/eeLObbRZ8xxiUVax2ElFy/s0t/o0unHxMmIUk/piormrrNtiIfrRXDnQEAYRysFviy9fLob3S58dEug60+CFb8jt56h/5WD60VnWHiuhBCEEQ+G9fXCKKA7jBBaoUQ4AXvsX1rk6Qf0R126AwTtm9trgwHl/sutURrtfIGkfry2NLG5qT1I9Irdja0SAj0VutuG16y2uPgALF3C1M1VGZ6yX0syZtDsuaA2iywtm5l1d7ugjtSjjRu2rZsoN4ehaipG4q2GxbEPuqS31FdNpS5U6mSUqB9vTJ+/L7EYpZzejjl3leHfPP7fWbjjMU8p2mcieX5EEIw3OiwsdPn53/1IT/6+a2n/t7UDeOzOUePxnzz+T6P7p0yn2aUeYXWiqQbsrk34PrtDT780R7rW72nDRHfMAK5Ttf7CElAom9iKNsqT0ljn/x+8U/rOG0LmvZ9tiXNvo2F5/Nh2h/B+aoUOMdlIQJooY2eUlwf9DmZp0yzgs8PT9joJGx1O25x8MyWl+S8cZbzxeEJJ/MFe4MeN9cGhJdYDGglCQJNVTWcnS5YLApGZwt2dvvs7A7e6KirZsIo/4fV4jatHtCYxRtt89UhUMJHtqZ6SvitUtGS5G5w5nVV+5079+s3ldn1ZJ+uf4dI7SLOmTku1dmqpmFSFGAtvSAg9n0Szy1G51XFOM85TZ36l68Up2nKKM+JtIO+1MasEpWrRmWmLKr7jIpfcJL9V9L6wRXNYF8UEin8Fro0QMsEJWLnvt46sQskhnp1fxmbU5us5R+e0thF65/yZvdcbeZYWzEqfoGlYT36F6ypP+VVc4/A3QP9KGAYRzTGQT2mWc44zdgdPC8kUrSKbuMsXxH3wcGxplnBLC/IyoqyMQQXzB9ZWXE8m5OWJQIHVdzqdp5LagAWRcVff/2A//b1A07mC0aLlLSsyMqKooVVraApWIQVFNZSm4KsrphkBY/HU745OePTx0f8/OYu/+rObbZ6Cb5+sUv3ZjfhJ9d3OJou+PThAUXdYLOCo+mcB6djtnodNrtXm9/yqubBaMy9kxHzomzJ/JAEPrfXB1wf9gm91y1wvF4oIenokIEfu3NhLT0vQiA4K+coqZ5akCvhyOCNbXiYnjnhGiSx8gFBVpd8Oz9mVmdkdUGgPDyhHMejKQiVR6wCFqrAkwr1GvOhFAGBft9J4Ja/YZ7/ZxAWgYeSA7TeBCzWFmi5CWjS4hfk1ZeApDEnIIyDVV3i85cGs/0g4M7GOr87OnruNQ6a9+RuE0IQBh6NsZyM5pxOFhhjSWJ/9b1fNt4ejCryCSL/Kc+L5c4CTz1//rnBVo/BZu/c89Hqtdbac7ClC3be1/TWOnT6MRvX1xm2ycb51w+3B8+9L+5FbFxbe/75bsTWjfXV46QfP9FMf2bfrxrWGgzVyviqaE6upNqiZYdYXyNQ627wFy/rprSwCyEJ1DqJd4uiOeaynr2WejWJlM0ZtZmjVeeNVameDU+q1gOgxbjXBZMyo+MFxPrNPiuf5xzcO6apG7qDDp1BvOpavSzSWcbZwZi6ajCNYX13cOG18l1E0xpnnuxP+OLTh9z/5piHd4+dk3rdUBY1RV4zHS+YjTPiTkDSDamqDeIkoCqfLMSWHY35NOPel0fc/Xyf+18fcfR4TFG4ZF8qQRD6jE7nLKYZUgrqqmF9q0cYu++nsoa8rlBCEGoP9dLr8vnQskssPDyZEOvrbbJRONifKWkoWgWbksY8+d29plyp2zT2/N+cFGJtpuTN0Ru6VT/1DWBtCbbA4vhfFtk+bpByiBB9d1xCMEwi1pOIR+MZ4yxjLYkwxuBrjdd6AYEb56p2Ivj6+IzPDo5Iy4qdfhctJUezOXldX7iO64a+w14vCcp5xdnZ3Pl4eIo48V872XDncEZafcuo+CWj/Bek9YNLFy1eFQKNFP7KpXu5sJXCQ+KjZIgUIUqEKBGsKu7LrsbTCWfZ+mYUrtpOvaq6r5JTypbA/uKFvq+GdL07RHoXiV4tUCLPYy125HotJSoM6fg+oecRaU3sOanNUGu6rdeJtdYR+oOAju+MFRda4ylF5HkrNapXhbFukZ/VB0yK3zAufs2s+pLazF7rvEu81vw1QckYJSK0TAjUBr5ax5MdtIhXiZ4UPkLIdj+W5zqnNgsqMyZvjqmaCbVdONdys8DYjMaWLz3XFx+ru4/n5dcYm+OrIbF2ju7LLtOzsZyTtVT04pC1TswsL6iNYZIVTNJ8xcc4H0VVczpPGS8yqmYpwS4w1klXL4qSSZYziEM8JZ9bUKZlxcncJQ0I6AQ+Wz0nBPBs1KbhYDLji4NjTucp86Ik9DShpxnEHp5ykEkp3RVnrKUxdrUfi7LkbJFyNJ3z8GyCAK4N+2gl2egk+C8opg2TmDvb6/z20SGh57Uk4IrD6Zyvj07xlWKzezkTumXkVc3DswnfnoxYFCVKCmdImkTs9LtsdBP8P7CCoYNmJ62cfu28MfwELSRaSJR0sCclXBfCiei4x9ZalBAMfaeCRosQaKxBCUnfj5GIVd/ca+e4ytQEUrMZ9km0g4zFOmAt6BBdQlRHCB9P33DzVzOmso/BNii1RuDdRssNajPB2swZ/tmcxs5pmjHLYpenruHpvUutzZYFrdDTrMcx0fmEsPVCS8uSxphVN13g4FWNr/E9he9pZ+gX+njqakXHd1OyfTGV4PLPX2JhH0QBO+9tOd+NTvhuVYPecNsGB0UoWxWqxi6uVIXzZJdE3yJQG1xei1ziq3US7zaz8ssr7K1rkzdmQVbvkzX7xOLGG6tSvSyMtdybj7i/OOPj/jbvdzde/aaXxOhowi///e+YjRas7Q64+fEed37+Ht1XJBujwwlf/P03TI4dHPCn//OP2Nhb+14oUlVlTTov+Pr3+/ynf/spQeixe3Od7b0h29eGLGYZk1HKr//mG37zN99w7fYG73+0w0c/ucGHn1xjffsJF8Y0hulowcNvT/j7//wFX/7uEd1ezO7NdTa2e8SdwPndjFMe3j3h688eMzlbcHo45c//xx+wHQ3bam7Bw8WISHlcT4ZE+mrJhhQaIWKE0GjZOweRckZlS8Oyp55vzeQsTfvcM8+3i8xp+RmPF/8fFtXdt3L+rS2wZoppDjDmAFdll4ABoRH6ByBdsoFwzuAGGGUZh9M5Z4uU/5bE9CPns7FcINRNs/LZOJm7BcWSaPnt2YizNEVLxQqxdS4+2dviL25dRxhLVTcs0oLxaOEWxVqRZ69v5labBZPiM8bFL5kUvyWtH7bcgLcTWnbw1RqR3iFUuwRqnUCt4akBnuy1FXVXWBE8XZlsAV6r68LQuEnbZFRmRmWmVGZC2YwomhOK1kW7NrOXLIIFvhy4zsY5FSqA9SgiWC6gzmHolHSL0GXiEGnNe8OhI4wrReL75HWN107edUso7wbBqtvxqjC2oGjOmJVfcpz9NfPqqytBcJ89Rq36hGqTrv8hHe8DArVJoNbbxMOZg0l0W9BqYWznYFSr+9LWGFziUTVTyuaERXWfWfklaf2AvDl67c5LZcbMq4pJ8Sme7NHzP6brf/jS92gp6Ech60nEwXhGWTeus5HlVM0FyUZdczJbcJZm1I3BU5Ik8Kkaw6IoScuK4+mCQRzSCZ6f+9Ky5GS2IC1KBIKkVY2LL4AtetIt6m9vDJFCEHiaa8Meu/0uW72EtSSmE/gELfrCwSkrDiYzvjo84f7ZhMPJjKJumGQF90/H/PLeY6RwcM0XJRvdwMdTPbZ7HdY6EZM0Z1GUHE7m/PbRIRvdhDtcba510LMp356OWZQlodZs97rsDnoM4oiwXZD+IUNLxXbYp+/FmFadKVAeUgjWgy5CCLo6RCB4v7NFZZpVYey8FLg499jadhayhv1sxL3FCaHy2IvWyJqSB+kpO+GAH/dv0PVcsrEd9unokI5+NV9F4OGpHZRI8PUNjJljsa2D+AAhAqytgMbphJoxVf2Qxk6xtkbJPp7aw9O7SPnqhFEKgacUtk2mz3dXLY5Avj+bufHqmeTa9zR7m33W+4njFSpJ/F05iC/jKu7Hb+qU7AWOTG4Bv3U1fNvxtrb5RIXq0KlQ2astArTsEXs3WzO/yy3onN/GGrHnVKncwuiyeHZLbTOy+jFZvU+gNt9YleplYbAcZlM+nxyxHXbh8t44F8ZikvHt7x4yPZ23HYoh5oIJ59moiop0mrF/94gHXzxm74Pt84267zTyrOTseMb+g1O+/eKQDz/Z470f7HD7zjY33t9kMcuZjlMmZ3O+/fKA/jBmsN7hWguBOh913XC076BT9785YnQy5/qtDe58co29m2t0BzFlUXPcdnkefXvC/a+PsNZy88MtuoOYMPbJm4rDbIavXOWo6wVoqVY65k2Lm1VC4knlBk1rCaQmVJrCGPKmQgqFQlO1Oul+2/VyfIwnZo+elHhKr/5+UVjbYGyFEJLj7D+9xW9gqco0xzSHIJ7AeiDAqicLQGMhryrmLRRjlhfMi4LH4xn9dvHiKwffXC5uztKMrKpWfJlZXlA3hsfjmaupXXDbDuOQ5oZBI8BatFaEke/8f+rGQT/b9112KLO2obE5eXPItPwdo+JXpPX91rvh9cPBoaLWT6FDoLZcoqH3iPRem2xs4Ks+nuy3nIHLFVasNa3/R94mGi7ZKJozivqIvDmmaI4ozZi6WThna5vRmJzaZkv5DQK1QaT38NTwqaJO7PvEvt/CXNx4cFFXInmmqt0JnpCLl13y82pDLz8mxwUqmxGz8nMmxW+ZlV9SNEdcDa4kECh8NcCXQyLvOrG+Ts//iK7/IYHaxFdrVzrfq31s55PapJTNKaHexVMD/HKdtL5HXh87vuAVuxyNzWmagln5levCiIRI7606XxeFUpJBFLKWxASeJi1LpnnOJM0uTDbyquZ4ljJauGQj9n12+t2VilxWVhzN5mz3O+z2n5zv5f3kOhsL19kAOqHPVi95Cka1/I49Jbk+7POT6zusdWLSouTGWp+9QY/tfoe1JKYbBoSeg0RVjWFelOyPpwzjqE2CGk5mC8qm5ni24PcHx2z1Onyyt/XC8xh4msBzMti31ofcZ8y8KDmZL/ji8JRPrm1T1g1KilcmvqaFAE6ynIPJjKPJnLyq6YYBe8Me14d9OmHwnfgyKSHpetFqkW+xiCXP9JnLZf2c8d55nuP5e/K8Khg4AvqoXBAqn4EfoypJaWp6fsxO1Ee2a7KuF9H1LifMIYRCiS5KdvHYe+XrGzNGipDGTLC2QqkhvrqJkl0uIxPdD0JuDQZUpuG3R0erxOLRdMqnB4ccLeYczucYa7nZH9ANgiddQyXod95McOT7BUa/Ykgp8UOHHZN/QJm11wmn8PTYcTVeozroyW5r5vdyydunQ+LLAVZdw5d9pPBXMmqXCWNaMnv1iK7/gyvv81XCWsu0yjnIpizqNzcFq8ua+WhBVdb0N7oMNroo79WXe9yL2LqxweOvDxkdTEhnOXxP0o10XnDw8IzJmSOEbu70+dHPbzLc6BLGPp6nSboRezfX2bu5jhCC4/0J6fz5KmhdNdz/5pjPf/2QpjJcu7XOj//iPX7yZ7cJY3/lsr620aHXj/n81w/57//hMw4ejnj47Qm9QcL29SGVbZhWOWVRkzc1fS+i54crSc9FXTItcxLtM/AjStOQNxVbUZe9qM+oSNnPpkTKI5CaaZWzaErWg5i+F1FbQ9HUnBULFnXZig3EbITJC5MNR+DW7WLx7X1vQjjVOiMSEFE7EC8TeA/O3ZeNMRzPFjwaO8jRWuIGatnKWZa1w2gLwQor3g2W5koWTynyyqnTvIxL7AilFqmcMenmRhfzgx1GowXj0QLvEtf8s+GM4g6Zl18yLn7DtPic2r4eZOd8eLJP7N2g592h53+0ImErEbeQqZabIbzX+O5E2yWLEMLDkz0M2yQtl8OYok1EZhTNGXl9QFo/IK0fktaPEAg82SPU23iqjxLhhZ8vLnz2anHZ97sOQkVaP+I4/U+Mi9+00Kmr8SLcAj2gH/yYtfDPiPVNYn19lfRJEbzhvSJQIiRQm2gRE+vr5MGPWVT3GRe/5jT7W2f2SHnFfbdk9SOMzYn1NTr+B/hygHyBD5OWkn4cst6JCbSiahyM6oWdjapu+RMZlWnYSBLubG9wMltwMnPwqOPZgmlWrO7R85EW1ep14BJLx9l4vuLra80HW2usd2LK2vFD4rZ7GXiKQGm0Og+jgiR05PC9QY9hEjHNC6q6YZTmzIuSh6MJR7P5Sk3oZbHV7fCT69sOAjWaMEozjLUczxYsitJ5/7wi2aiMYbTIOWxJ7UuoWux73F4fcHN9cCFf5buIyxCmn7z21c+v+x1+1L9OZWoaa9gK+1yL1+h64ZU+601Cth0Qa3dcMiU8pIjhkuvB6/0e//LWTe6Nx/y/fvNb7o7OGGUZf33/AY8mM+ZlQdU0fLK9zV/d2mW3+4YV32fiH3WyIaRAvdKl8fsRxhYu2ageXglDvsQ1e2pAoDfRsstVJgUlQjzVb1WphlTNlMZejtzZ2MLBqOrHNFdQpTrJFxxkk0sNgsuoTMNX0+O3lmw0jSFPC0wLsYu64aVUw/zQp7uWIKVkPkkps++PG3JZ1EzHKVnmnNaTTsjmTp+446o5nqcJge4gptuPMY1hMc+pqicT7UqTvmw43h/z6N4JvX7M7vU1rt1aZ/fm+lOfGcUBYRyQzgv+4a+/Yj7LOXo8ZntvwNpml8YzlKZefdd5U1Hk9VMtaYtlUZfub8YlJZH2sRHM64KDbOqSFC/grEyZlBmeVITKY1RkTMqMaZVTGPf+2hgS7a9a18+HaP9bwj/eVghAgVjCpzyE8EEECJEgxJNWthKCYRxxa23wFj//+djqdpzaWtv5cCpsFk8rkk6A56tWn3C5/y8O26oM1XbOvPqacfEbFtW3lOb0NffOVdQ92Wu5Y7fp+B8Q6lv4+hax3ibRm5fu1L70k1o5ctGqKsGzVbilKlBG1UzImwOiepe4ukZaPwIsWnboeO+hZQcpLp4a36TTfdX3OnPVY+bl10zL35PWD68kKuLmDk2k94j0NdbCP2Mt/AtCtU2oN6+6+y/4jCU/0H2WljEBmwTNBoHaRAoPY0vm5dcrufermNhWZkpjC2bl18T693T9H+CpizvsSkr6keNsBJ6mMY4gPskcZ+NZJbi8hVFNshyBYJiEvL+xhpYSrQ5dZ2O6YJrlGPMk2WiMoWoa0rJiVpTUjUEr6SRqOxHRBVBdJQVrScwgjlZeF5fpbiW+x3riOCg31wYrvkdRO77JJMtpWpd6XrK9jW7Mj/a2uX86QQpBUTWMrYN3Ph5N2e53CF9RmKjqhsPpnIejiTunLc+lE/hcX+tzfdh75TbedVz1HrssuibWPoHyyJqStC6IlEeiw1VH43XCwX4rx8UwU4xNsbbhRR1AKTt4cgul+s9sx7aeFwZjXUFLXaBQtp7E/FBsUdQNj6czNuIEJSSJ75PVFUpKYs/n5mDARxsbDKO3K53+jzrZ+McUjc1bSNLVOhtKhvhyDV+toYWrQr1OxS9QGyT6Bgt7j6a5bLKRv5Yq1ZfTI/6/D3/HtLo8XtdYw8N0zLwqWNRvrrBijfNgEa2ilPb1pQaipTklAsqioq6/PyZZ1hjqqsE2zktGOA3a514nWgy5beE4z2/HUtcNs3HGdJSyvTdk69qQKH5eT157kk4vojdM6HRD0nnB6GTO2fHcqcx5bj8GfsSd3iZZXfHN/ISsdtW+vbjPB91NDrIZX8+OqY2j2RWNU64pmppxmREqDSKkMQ1FU4N1WvMnxZwHixGR8gmkYlE5JaCd78KLxVZYmzmSODWICEQHpXaQcgshn8g2R77HX9y+zkfbb2dR96LoR6Gr4pYNRVFzdDjh9589ptePGK4l+FdSUrNYKspmxLj4Daf531E0J6+9bwKNkgFd/w7r4V/S8T8k8W6xaErG1RwhCmL9h+0ZKhEg1BAlY0K9SxP8mMbkLX/O4sshSry+AeLbjLIZMy5+xaT8lKI5bfkPlx+PlAjwZI9h+Kdsxv+aWF9zxPc/wPEpGRGJXZYGiWfZ33CU/kfy5rgttl22w2GxtmJefYXMfJcQ+rcvfOWys7GWxARaUxvDLHcE8aoxz/Wni6rmeL5glhX4SrGWxFxf75NWJVpJ0rLiaDpnkuVPdTaKumael6RluYIgBVqTBD696MUmgFIKpBUXDdkvDSEgDjz2Bj0ejaccTGbkWU1aVORVTWNefS43OjGekvzi/mN8ragbQ2MsB5M5n+0fobVk4xVE8aJueDiacLdVoZJC4GtFLwq5Nuiz0+9+58nGuwqBW8BHyseXGiUEUsg3HLsaGjOjbg7Iq88o6/uY1fzyfATeh3TDf4Mvn7YHMK3ASG2chYAvFaH2ntu3pBWp+Bc3r3NnY92p5mXZSvK2GwT0gpDNJGYtjl/LcPRl8U/zyngH8Szedhmvxt02GFtStco4TibwCipUIiHSjjzpVFsu38lZmYFZha/Wib2bFM0ZNIeXer+loTbzlmR5SmUmaNVHvUL5YFLlfDM/BWvZCDuXzP6fbkYaayhMRmXKtlop22O3lKbAWkukEnwZPHWsq61J5/NijFm5wptLdFqayvlX1LVZySt/X0L7mk4vJAg9jLEs5jknBxPWNrvEnZCmdv4b80nGdJI6Y7e1hCB6Xl++LmvyrKTIK4JA0xtEF0r8SinxA0kYeYSxj1KCbF6wmDmpXSEcXjbSHkM/BlKneNJUSOGkPmtrqG2z4l1IBLOq4DCbMSpT0rqkMo4Eh3CTcWkaZnVB3lRUpiGQBtBt1UZdecJ+e2HB1lhbIGwEwiJEjFRPK5Z5SrHT67LTe7ut6Of2ZimWZ2uMMRRlzWKRE8V+m5BefluGirw+Yl7dZV59Q1Y9pHktgq/rLoRqi8S7xSD4KWvhnxN51wjUBgvzmFl9hBRjtAzxhI8SulU/EVSmpLYVWnhooVuCuKA0JY2t0VKjhF51Yhrrrh0tNEp4eNJDPdeZWFbgFUooFCHQ54mXSN3yfBSXNZF7V2HaOaNojpgWnzEvv6Iysyt0BFyHJ9J7dP07DIOfMQj+BC1itHw7PkaviiW3ItK7aNnBmJyiOUWUn5NW9zBcnrNoMeT1IQJFP/iEshmhRISST3c2lZR0goBBHLbcBwdXTMuKtKwo69rxCaylahoWRck0Kyibhm4YsNFN2Ol1OJrO8ZRyTvHnYFTLNUBeVZwtUhaFm1Ni3/npJIH/Qs+KpbLPVVeny3kt0JpBEq58d0x7DE4u16zM5l4Use/ha8V2r8NOv8tokTHLCw4nM36/f8zesPdSDyDbHvej0ZR7J2MWeblK0LZ7HdY7EZ0gQL2F+bIyFaWp8YRCS/2Ee/EdxvL7k0LhXVqg5+VhbEFZ36WovqJq9mnMuBU9uZhXa2391PONdQlj2kKVa2MRArpegK/0c9eD37rQh1qz3ekwzQumRdEeH041LwhWghdvO/6YbFwhrHVZ5PIrvMxC1KxkZE8om5HTEb9CG1nLLrF306lQXZG8twqhXGfDu8W8/OYKb1zCKhZkzWOyZo9Ehijx8mRDC0koNTc7Q/6HzdsEL8DYno/KNPyXo2/4fHJIpHyMbZhUZ0yqM7fokB6BdLLIo+oIYw170S08uXEhZlIpRZQEZIuc6dmc2dl85d3yssjTgtHhhCqvCJPwlVK5f8hIOiE719foDvZpGsPJ4ZSvfvfYEcTf22Qxz5lNUg4fj3h8/5SPf3qD6+9t0O2fW2BYZ4JZtdK+0Jr++R5Kvfh6lkri+xqlFVVdU5W1IzIj8Fp5wfMTgpaKUGrSpuSr6TGlqYmUt6oQTsqc308OOc7nK2iUtRYtJIHUzOuC0jQIBGt+4ojiGPpezHqYXEpa8K2HUDhuhgGbY20KNsBeYeH0LkNIgR9oOt0QpQVlWdM09tILHGMK5uU3jPNfk9cHLeTl6p09KVwFuhf8iJ34f6HjvU+ot1EiRqCoTEXazKltRd6kRKpDrBOkUEgUs3rMop6SqC6x7qClj0Ayrc5ImzmJ7hLK2I1NpiY3KcYaIpWQqC4db4C6omePQLXqNG+DlfFmYW1JZcak1SNm5ecsqgeYK8GnFFJ4dP2P2Ev+z8TeTafu9ZYWSVcJBwHu0/E/xGIQKPL64IoCKZbKzKDeJ6sfkFYPiPTuc8mGlILE9+iFIbHvoZWkbgxF3TDPC+Z5STcKsBamWcEky0kLZ8o4iEM2OjFrnYhuGBBoxTwvOJkvmObFU92DtHQQprRwRcMkcMTwZ8UB3mYoKYg8j8B7soi0tBAa0yZCL1mQSynxhGC71+GjnU2+PDxhmuUcTOfo/SN+enO3heBc/H5jLFlZ83g05f5ShcrX3Bj2ubk+eGuJBkDWFEyqGR0d0xVJ20H4/hT93lYYm5IWvyArf42n9/D1LaTsIUXERcmGlltI8UT+uTGGtK45yuY8mDvxjo7nIxD0/BerYS1NILthQHSOY6OlRMs37da8OL4/K6m3EFVbrcU6pSqtlbNVb2+CunZW603j5My0Uviek5Q0bVYohaAxlqZxlW2tXBXBGvtE+7qF13SS4JXyX8ZW5M0xeX3QJhpXM53yZIdE37yi5O3TIXB+G7F2k87TAm+vCktj0tb1/Bqh2saTL6/WJtpnL+7zfmedj/vbhJdINkrT8O38lP10iq+cClFhchb1dJVsZCIFaymaHCUUlSkpTeEqmc9cyn7ksbYz4PjhKft3j0h6MWs7A6QUhEnwnMlfkZUUacHBt0d8/at7pPOMjWtDOv0/TCXwMhFGPuvbPXZvrHHj/U3quuHTv7vL6eGUx/dPKYuKLC2ZjBYM1jvs3ljnvR/sMFh7uj2+RF+dU/Bcqey8KGxb2bPWQbOWiUXcftex9vGkWj2uTbMyaTRAjM/QP6eF1n7eRpgQa5+tqEvPD1FCEmu/xTQLup5bHFTGORQP/JiBHznY1R88GqBq16MeUGLtBC6o/pd1zaPJjEma0QkDOoFPJ/AJtbfCbL+dsFjr+DyzaUZdNwSBBgtpWlJVrx5vXOWypjZzFtVdpuVnFM3plYoiLhxHI1RbdP07rAV/Sj/4hEBttpKqTwz5GlsjCPFkQG0rJuWZuy6EpWgyCpM7B2BbEqkET/oUJiNvHHcsl+lKKMPYBiWUS1aEutTCxNiGxjYtPEJR2YqiSdHCI1DRa4+1byNqm7Ko7rOo7pI3R1cm5/tqjVhfoxf8kF7wMVp2XlkgelchhEKhCNUmwpfk9SHT6gvyer/1a7ncPGSpqO2ctHrItPwCJSMCnoYoCgRaKUJP0wncPTdrSdXTrGCaF0S+R2MMozRjnOYUdY1WimEcMYwjYt8j9j16UcAky8nKinlRMG9J1IFWrZnfgsWKGO47YvgFkrfPhrHObLCsaxZFRVo6/oUz9jPOS6ntVLjx1r3nbJHy7cmIw8nsKc+QJSfuVWdRtgP+Vq/DJ9e2GKfO/XyWFxxM5hxNF5wtUpIXOK1P84Kj2ZyT+YJJllE1hmEccWO9z631AclbVAM9zE/4bPY1sYpIVEygPHzp40sPX3p4Uj/5XbjHui3EftcdkKuEtTWNOaUxZ0TyEwLvI5TsO5O+C0KKpE1E2vfjxu68rjnNnWhMbQw9P7zwilheZ75S+Fo5ZUcpyeuaoq6Z1jVVY9xc5fut78zb63D8k0o2irziZH+MtZbeMCHuhASRj2onn7JqmM1z8rKiqhqSOKDfjTDGUla1M8LSiqKsyMuaKPCII4+6NtS1WQ0UJ2dz5oucG3trl0g2CvJ6n7R+QGPSKx+Tll0S76YbrF+zsyGQ+HLNmSOpHgLVLiQuN9A3NiOtHhLp6/T9H77y9UM/5qP+FjeTNYZBTCBffZmVpqHrhSTax2uP01oHkQBomprSFICgo/skuouxlrxJkaLzHGwiTEJ23ttiNppz77cPqYua4XYf5Sm2b248l2yks4zjh2d8/av7/Pp/+4ykH3P9zg79ze73pqoSRB7a63D7Bzv86Tjlq9895hd//TW//tu7hJGPH2g8X7G20eUnf36bH/7sBh/+aI8gPHeNCgcv83yNUu7OWBoCPus+fj6ssZRlQ1MbPK3wAqel3vdDPupvo9pulvZjooG3kh6Elp8sntEwZ7nIdUm8LzWeVNSBw53KluLtXmtXydBS8la/BVLxVcPaEmvmgETKHsbMwI6wF1Sd07Lib799yO/2j3hvY8h760Nurg3Y6nbwhXqLyYaLxaLg6HBKuijQWlHXhqJwKmGvFlMzNKagNGPm1V1m5ZfUlxSROB8ChZIBHf89dpP/I13/41Zt6nmemUDQ1UOuR+9zUu5zkD2gsiWVKQlURCBDSpNTWnfPi7br4QmfvElp6hpPBgQyJNE9Et0lVl0CFaEuMU42tqFoMqRQBCoibxacFo+JVJd1uXsluOrbjqqZMi0/Y1p+Qf0aTu2Jd5PN6F/S93+EJwcvJLv/IUPJhFD4dPz36VduDqnLq3lNWduQ1g+ZlJ8Se9fpcufC12nluBvDJHKLeOPkWqdZzloSUTWG03nK2cItmgOtWOvE9CIn2x35mvVOzNkiIy0q0qJilKYkgYevopWZ36J1z75KZ8NaS1ZVjBcZ988mPB5NOVk4+d15XpCWFUVdU9UNtTE0xkFl8qW5X/vzurHd6/CT6zt8eei4WGXdODjVdMb90zHX1/rPJRtlYzicznlwNm6J4a4LHfkeN9cG3FofEF/gQ/K68c3iIf/24L+4rrnUdHVCz+vQ97oMvC49r0vf69Jvn+vohFiHvLua/LuJFtiJlBG+fo/I/wkCzQvVRoVEnNPxlUK08umCsllKwyuK5okYwvlYlBVnaUo/ChmqaCVSMCtKThYLjhcLJnnBB+tDbg4GBFq/1ZLLdz8KvcXIFgWP7h47KUgp8XwPP7ArCeK6blhkJXleUTUNVdWQ5xVSSaSAMPCQSpDlFeNpSpUEDrYzSZnOc9YGCd1O6MyzspLqAlfSZ8O0ik5p9YjaXj7ZEKhWwrFPoLbwZO/FF+FltiYjfNXHl06VqjbzS6tiNSYnr/fJ632alWLCi90jh0HMR71t1sKYUHkvkSg9t4dCcLuzRtk0bEWuc6KFhy+DVRVypeluK7cokeELW6ydfsztT66TTl0ScfzwjE//8+ecPDpj8/oaYRy0nA5LUzdMTqac7o+5+5v7zMcpu+9v8/FffMjWjY3vGlWxCqXk6mfZeUu6IUk3ZLDeIQw9gtBj58YauzfWuH5782kIVRtSCucu3Q2IuyF5VjI6mVHkz0MbmsZQFTWLeUE2LzCNIelFdHsRWit8qZ8iISvkqqMBz+uVX6Rj/vRzGs5rpJ97Lc+8/g8fTo1KyoF7JMZYu0CI51U7GmsZZzn3R2PnrzGZcvd0xFa3wyAK6UUBvdBhZGPfWznuvu6xeZ4iin2yvESnTxYj4hLQBktD0RyzqO6RN4dUZvJa8ClP9Um82/T9H9P1f0Ckd9qOxtP3v0AiUfgyINIdZKmpbOkKC8LtkcW2PA5JbUsW9ZTG1Fgsta0dl0tIfAIHsVQxvgrx5MsXPU373kU9ZVKd4MmAgbdJWk+ZVmcUJkcKSaAi9KobYGlsQ2NrlNBo4bFU5atMQWXKlifir8aiyhaOXyI8POHjSbefL/0eWn+Y0pwxL79xBaorKBdKPKQMifV1+sGfEHvXWvfv734Ak61aVah36QefUJkpi+rbFod+ubAYiuaEefUtRXNCY7JW/tONN8vD9OQTv42z1kNjqUq17CqczFJGi5S6aeiGPutJTD8OWzdsj41OwsFk3nYwSk5mKf0ooh+FZGXF6TxlUZ6HUV3c2Vgu+urGcDJfcDxL2Z/MOBjP2J/MOJ7NGaU5szxveSVO6no15rX/1sZQ1g1V01wow3vZ6EUB1+mz1eswiEOysqZsGvYnM748PKET+Gz3nnZqr+qG/fGMb09GTLMCgfPvGMQhO/0uW73OC7kqrxPzOuUgP275fZJYRyQ6oqtjOjqho5P2d/c40RGxjgjOdT8u+vGkXvFHvxcFRCGRMkaKpJVqFwjhIy/bhbRPZNO1dJDBvK4omxrDk2tvef8fzGb86uCAjzY26AchDa6Afnd0xu8Ojx1v0lpqY5jkBbeHA/Z6b0+I5Z9UspHOMu5/eYAFButduoP4qQyvbgxpVlKWboAbpSVZNnEdjl6IlJIo9MnyipPRosW1W+4+OOXB/oiff3KDnY0unlaXRvY2pk02rtjZcIlG1xkxqTWUTLisnvKF20MhRUCgN4j0rvP7aC6ZbNicrD5ooWAu2VhKTV4UQz8iHniO4HXJCrQSkh8Odnivs07HC1roV0SiumTNAmMNgQyxQFrPqExB1+sTqvjCKmR3mHDn5+9RlzX7d4+4//tH/O2//RVKK6JOSJg4Sde6aijSgmyRk81ztKcJk4AbH+3y0//pRwy2vgPVo1fEdLTg2y8OUVry4z+7zYc/2uPOj6+jPYWUAt/X+IEmeEHXTQiXbPSHCcP1hCwtOXw0Il08XzFr6ob5NGN6Nmc+y7DWMlhPGG500P7l6h6X0TF/+rkLFLYu9UnvNgQ+iKT129jA2hnWpEi5fsFr3aKnMZbfH56QPigJtKYXBtxYG3B7bcD7G2vcWh9wrd/DC1+cvL9yvwR0exGep8DCfJqjlCQAlwi+YrPGVqT1Q6bl7ymbs9eAT7kI1RYb0V8xDH6+gk5dNGbJFrr0rHBEIEO01A6uahsiHRPKhEUzZV5NW2EA2WrMPzko2ZK+L7OAqE3Fop5yUjxmP7tLpBJELCialEUzJWvmFCYlUq5TIhAtpDMlb1JCFROpTgvXUszrM+b1hET1iFV3NRbN6hF5syDWPTqqT9cbvjLZMLahNguK+oS0ut8Wdy5P0FcyXpm4dv0P0bLz6jf9gSNQ6wyCn5BWD5GoK6a0hrIZI9AU9QmVmV0oU6yVZLBSpZo8STZS57dRVA0n88W5zoZmo5swiCO0lESeZqOTODK2EKRFxeF0zlY3wQy6ZFVr5lcsYVQe272E5AXVfWsteVXxxeEJv7y/z+8eH3HvZExR185vxxhnvgmrzkrg6RXURUkntJG3UruNyTHN6yUcse/hKcl2r8PeoMfRdM44zXk8nvHZ/jE31wfPvadsah6NJnxzPGKWF2gp6YUBG52Ezd6T8/YuwmDImoyiKZiUM5SQTuBh+a9UeEITKJ+e7rQdjy4D33U+Bl6Xvtej53Xo6Jjgu+D6vTCcqZ+UXYyZUzWHeGoHLplsGCy1bRBApD1qYyiahvIFnY27oxH/7suvEAh+uOVc1PO65tODQ/7dV19zvddju9PhYDbnd0eS//XOh/84ko1sUZDOcyZnC6Znc6dTbS15XlFkJXEnJOlFbO0N2djtI4RwLcZ5wWKWMTqeMRunWFqbdV8Td0PWd/p0B7HTlreWqqxZzHLOjqZ8/duH3P39PtZaPF9zejAh7oV0ehGdfoyRTr4MAVlekecVWVGRxI57obWkrGoWacFosqCuGsqqZjRNmS1y0qwkL2uyvGSRlZTV89rdy3AuvEXrYuvI4VdToYoJ9Y6DIcjwjVrhK1Uq4RxyY32Dykwom8vp51saGptRmglF4xxhPTV8oSqVrzT+FTH1Ugh6Xkiv9U5obI3EKVAtq5kKh8mOdZdYJYQyRgmNvGBBowNNby3h+g92+em//iG99Q77d49YTFKqsqbMSpraJZN1VeOHHnE3YuPaGtu3NvnBn77PxrUhfvj9MCmCttplLIt5wfH+mM3dPps7fXZvrnH9vY2Vj8jLFq0rR1tPs3Njjds/2OHxvVP2H5xx9/N94iSg0wvxAw9jDNNxysO7x3z9+32qsqY3TNi5vsbGTh8/ePV3fFkd86u+9rsIp4mesmKe2BJYmmSe7704E6/3N9fIaqfVf7pImRXONGm0SKnqhpNFyjcnZ+z0OqwnCf0ooBc5xZnE9wk9/UrM7PLc+J5CqYD1jQ5NY1YL8n4/euH5W/aLjK3I6set6tHkyudFimBlOtrzPybxbqBk/ELYZ6Q7bIbX6Og+AkGiO2wGe2jpoYVHY2uMbYhUh0BFeLUTh1DCVSbd300rGhESqw6e8C+leieEbNWs1Er9TAtNKeRqm5HqIIB5PYIVnM+ihEILH1+GLOopi3pCaXIq43iClSlXQgalyWlsja2d/n2oYuDlXDdjc/LmgKx+RGnGV+pqgONq9PyPW8O+LhJvxbNyx/7dq/pokRDqHUK9ja/WsY2luULH31LR2AVFc0JW7xPra88pbDkJ3Ij1JMJvid7T9scRxmvO5imjNKM2DaGv2ejEDCLnxRR5HpvdhH7kCpBZWXE8nTNdH2DtE+fwZzsbyQWGdo2xHM3mPDyb8Mv7+/zDvcfcPx1ztshIAo9eGLCWxPSicGXyF7au355yhF0lJfO84HA65/7ZhLyqqF4CeX1ZKOmKGju9Lh/tbFA3hrNFxul8wd3jM07mKVlZ4SmFkoLaGBZFxcHEHcOiLPG1Yrff5fpan34U4ut3CzlsrKHBUL2gCyYQaKlJVERHxySrrkfUdkLc41hHRCpoOyCuCxKs/vXwlY8nNJ58IpP/bjsg1q2tzIS0/CVl8xBPbaNEz8lpPvPZWq4ReB+gZH+1b06l85m9fMEup1XFySIlq5wowjjLeDybsagqOr7HXq/LreGA3xwc8mgyZV68uQXBU/v/Vrd2LmaTlP17p3z924d89ekD6spgjeXseMroeMrOzXWu3d7kL/+XHzHc6jo5N2MZn854dPeYz/7+W7794gBrDEopOoOY3Zvr/Oxf/oAo9vF8jWks6bzg8b0Tfvs3X/PFbx5w74sDTGOYnM6JuxGer9jaG3LzzjabN9YZ7g2cIU9WruRNO0nA5lrXJRpZyXSRM55k5EXNIivIMqe7XZY142nGaJIynmbkRdUSy5+XmHSysTPK5rRVoZpdCZqgZYdY3yBQm7wtKUaBIlCbxN5NFtW9K7zTrmRws/oxod5ByeSdkw6XE7eDTRRUCCIVsxnusuZvooV/YaIBrdeEVuzc2qA7TPjw57d5+OU+Rw9OOHk0IpvnVEW9ghQNtnqs7w659uEO13+wR3ctIYiD75X0rW2FC7JFweh0zmC9Q9QJ8C9BTHw2PF9x8/0tyrzmeH/Ct18c8unffUueltx4f5P+WkJZ1Bw+GvGbv73L4/unWGPZ3htw/b0NtvYGF0rl/lMOa1OMOQEarK2xdgo2RYgeqG3Oj/KRp/n5jT0+2tpgXpaM0oxvT0fcOxvz4GzCwXTGZwdH1MYR8ra7Hd7bWOP9zTU+3Fhjr99Dy/jSBD0hBVoo1je69M9B57xXdp8sxpZk9T7z6muq5urJhnONvkHHe59E32rFLF58bfT0kFg5npVA0PfWiXWXpRWjwS3Ql8lFTw8wOEPR5T7DMg2QK3L4ZRYGWmhi1aOrF3S9AbHqkrTbl0KR6B474W1m1YiD/B5g0cIn0V2S9vWx6jIpTznM7xOqmEDGVCYnNwvKpqCxFWEry100GcY2DPyNV+7bihhe338tfl+oNhkGPyPWNxA4nx1jnBqZAJDffeIuhd9WojeI9B7GVjRNzlX8Q4x1sL+0uucMI3n63C47G8PEOYmPjXEE8aygauFIZ4uMSepgVaHXdjYSV6EPfZds9KIQKcTKSXyWO8n1rHTO4YvzalTdzoW8happ+Ob4jH/49jF//+0jPts/oqgbPOm6Cx9srfPja9u8v7nGeiehG/oo6WDdT+RyBQeTGb99dAgCDsZTFsXrK+AJYLvf4cfXdjiaLvji8ITRInO+RrMF87wkCX0CoSirmlmWcziZcTCZUTYNa0nMjfUB720MSV5j7nnbYbHUpmZmFyyaDFWMkEKihFz9q4XCkx6xilbcj4HfazsfT37v6hgp4hXh/N2GobELyvohmfk11pYtQTxGCO85kYrI/xOG8v++SjakEPjSdXnqVpFMy+eVIZfhCN/ux5OS48WC3x4e4UnJz/b2+PnuLrfXhuxPZ9w9G1FfwZT5MvHOVgsn+2M+/ZuvqauG3ZsbToFFSepfNxw+OENrTWcQE4QOU9o0hiwtuPfFAV99+hBr4cYH2yglsECZV+RpyaO7RwDs3lonaZOJTi9i58Y6k9GC40cjjLFs31hnuNkljHyGG102dgYM1hJ63Qgv9EAIjLHO2XMQE/gaIVwlYnOtg2mMw6R7iuEgoaoatja6RKHH1kaXMPDod8OnVH3Ox1KFKq0ft4nG1aAJWibE3g0CvfnWCH5yKYGrbzJ+haLURVGblLR+SFjvEek94N216a21VKagNAWx6pAot7++DOnqflspfHGItoPlRz5e6OEFDh61cW2N6cnMeWmUNUJKtKfoDGP6612GOwPWd4coLb8XlcCnop2AgtCjN4zJ0oIvfvOQ0cmcu58frBIjpSRSS+IkIG5dxte3ekglWrdpJw083Oxy88MtPnp8AyUdD+TbLw85O5kRRj5NY0jnBbNJRq8fs3VtyIc/2mN9u48feN+h18V3Gy7RKAGNED3EBSZpqoUadAKfYTtBdwKfjU7CtX6Pw5nDg0+ynKyqsMDBdE5aOi379U7EZuIgCv0oZND+BJ528oTP+sq017vWzhtmKYf50uvXWmozbzuvy+7r1atZnurT8z+m43+Ip/qvxBxr6aHPER21ePL4iZ/RM7ydZ8QsXrfi6JIT4Tqm1tLYmtqWGGuQQqKFTyAjUjGjaXXtZdtRDWSIL4NWHU+vkiWLQUkPje/23zzxZNLSw5fRpcbwxmSk1X3S6gH1lboajgMTqA06/ocEeguBpK4NVVmRLxxMtDtISAYJpm4c50srpJRth7d9rARN1bi5UUuElJiWECzbzqlpzAqKuXzu0udfSCdYogbE3o1WFv7o0tqIsOQYnZLWD0n89577u146iScRvtbUjTP3m7ZO4kVdO9nbsiLwNN32Pg20q2hHnmazl6w4HFlVcdT6bVRNQ1ZVTPOc2jhyeRL4rbnm81y1sm64fzrmNw8PeDSakpU1se+x3e/w81t7/Mn1HW6tD9kddOmFIaGvL+SllXVNEvgrQvCbxkYn4c72Op8+OiDQisZYFmXFwWTGvdMRN9YH6DjkZJ7ycDxllObktRObCD3N9bVWheodyP0G0qOrE7KmoDTVJbS22nJoy+28KA0TuPWPLz1G1YSOetIBSXTbEVGOGxLpiFAGBMonkO2P8s797qOFU8B6k+9CEBDo2zTBz2kaJzQiRNCOn88TxT21izinVGWsoWhqamtWiJ2iqZ1y4wvGfgGUTcO4yHk4mfL50TF3Ntb5eH2d64M+/SBES0VlzBtxgy6Kd5ZsHD444+//4+/56V/d4X/3f/oTkq5Thkp6EYtpxvs/2uPjn99mo5UjLcqa+STjy9885Hd/d5d/9X/5KT/9qzsEkUdV1nzzu0c8vnfCw6+PmI5S4m5Ib5gQdUL2bnts7A7o9GNO9scIIfizf/0xN+9s0xskrYqPQmmF0pKetawPnRyok8tzE3Tge3ieJol8ru8OV/hxiwXrJnKtJN0kxBiD773YldrY0qlQVQ+uRAxfhpYdEn2d8BVVwquEaCek2LuBll2uJoELjU1JqwfE+jrGfvJW9ulFYbHkJidvMnbCG6z5TuZQCIESV6umCCGIuxFBFLB1Y93BTJaLMfcCpJIoLVFaobX6fpAEngkhBFJCpx+xe2ONx/dO+e//4fdu4tdylfX6gSYIPbb3huzcWOPnf/UhvUGC5yuWhXKpBL2+w/lbY9nY7vH7X93n3tdHfPnbR5RFhdKKpBOysdPnvR9s85O/eI8b72/RG8T/LBMNgW4H+wYoEGKAkF3ESk76ovc4g79eKIk9jxvDPlVjyKuaaZ5zOJ27jsdozKPRlM8OJoyzHC2lqyAO+3ywscadrXXubK0zFBHS89zkckE0jXOHr2tD0zSEoeeu5wvC0lCaMVm977qvNuMqFeZleHJAP/iErn8HfQFZ/nXiXcIXljyMyrjEKm1mlCZfwTYvfo8zKlxWG13RY0CDI45HqkOkuvhyRt4sWkELQyi7dL0h/gvkLM9HY1PS2iUbVyOGOz6er9bpeO/hqQEgqKuafFFw8njEyaMzrn24Q9SJKLKKsqgIIocQyBcFVVkRxgHa1xSLwkkoR77z1SkrTGPRvuseVVWNlBIhgysnG8tYwu7yep8ZEq5QjLO2oTAu2ajN/Lm/a6Wck3jHwaiWTuLTrKBs5T8nWU5R1XTDgF4YErVcBoDI99jqOlijFGIldeukchvy0jmIi/a1SeDTCZ8n4htjKeqah2cTPts/YlGU7X0d8cHmGv/yw1v8+XvX8ZVCK1eBf9FVby2tOtVllt6vjvVOROApNrsdYt8nqyrqxhHBvzg8WSVgB9OWGJ7nraqgIPLdOHZr4+2qUC0jVAFDv4+oZjRVa1r4GuPS+bA4Bbq8MZSmYsKshSC1HRAcHMnJ6vp0dcLA7zLwem3Xw/079HoM/R6xitDqzbofUsZE/k/x1Y1zUNwlbPP5K0HJHkoOV48rY1hUJWVTu2u3grSuyJv6wmtkmcQuypKj+ZxvR2M+Pznl461NPt7apBsEK9L5yrvlLcY7SzbKomI2dvjm/lqHTj8iCD06vYigdSOOYh/dkhrTWc74ZEZVVHieojdM2Nwd4AXa+WekBWVR8ftf3GM+y/jR/LZbeCqBUhI/8Eh6Ib7vIaSg04voDxN6a53nsOXWWrRWq6/zCafBkRd1O+icP9fnx5EXTd7nw0ETDkjrB1eUL3QTnid7hHoXTw5f38zvuRAoEeHLAb4a4sshtV1gLlnNbExGVj8mqw9oTPZKVaq3EQbDvJ5gbIMQEk/4dL0+6hWdjWUs980lmktTtn9csbzpTw4mPPr2hIffHCOlYGt3wNbuYNU1XF6vy6+jyCvufXVIfy0h6YZsXxuwsd3iPVuYWRj7bF8b4vkKP9RsXRuymOWUZe3wy0nA2kaXnetDrt3eoD9M0N67/c6/tyGEIyjbBmtzrC0RdooggHOTwNNvWTrPipZE6cai2hh6YUDkueuxaeEZS1z5oigpqpq8qpnnBQfTOV8enbLT67TO5B22e138dhxrGifPPZtmTCYpUkpn0jiICcMXEVcNZXNGVj9ypmlXnNAlvpM01TtEeo9AriGuWAh4Nl7I23lLycdy+6FK2ApvoIQmUh18ESKQJLqLEopId9gKr2OtU8WKdZdAhitZ3UT32Ayv09jakdlVh0BGxCqhbJWorIVIJa1PyPPdr2U84fdNKZozpwZ2BdM7JWMCtUGg1lAyQrbfgdKq5ZxZiqzk+NEZ2bwgm+cUWUFvvUtnEFOXTvZaexqpJXVZ09TN6lwZYx2B2biimwWiJGB9b4jsRW3icbXvR4mYUG3iySUJ/yphqJqJ8yAx6aryvbxGlBQkvk83DIk9bwWFGmc5o0XOoijJKze+rXWcv4annoxpnlLOGycMiFuvjlGacbZwClaLsqQxlk7gs96JSQL/Qrhj1Tj38lleMmuNAQNPs95JuD7sr3ghl4mybpikebudN4e3eEoR+x47/Q4fbK3x4GzC2SLjYDLjy8NTPthcZ7vfYX8y5+7xiFnuoOT9MGSn12WtE9MJglWC9jbjerTDv9z4UxZ1RtrkFE1JYQoKU1I0FaUp3e+momzc76VxPC/ziitp1QFxD54LiUBJxayaM66mJHpEop3fR9KqYnVUTKRDIhUSSp+g5YGE5zohYfucEgr9AjVOgUbLdZS4HELkWaUqN6coun4ICGLt0/Nz1sL4Qmn1jSThk+0tamP4b/cfkFYl768N2el26YfuOsyqEiVFa4r5dqFk7yzZsMa27Vd388vVgt5BOc5PKsZaFtOM0dEMpRXD7R7dQUwQt0Yxwi2C0kXBL//rl8zGqTPve4N410ulxpbk9YGrUl0h2ViqRnmq35LoBs9h914/BFK4BUKg1gn0JrZuLp9s2Iys3ievD6ltiqV5YRb+NmJJ4jwu9qltjRaaRHW5Lt5/JYzqn2I8vn/Kf/r/fcpkNKeuDTc/3OLOJ9cIIx/PV61kojMozNKSX/z1V/z2H74l6boFgdJylWwsQylJf5jQ6UXs3Vynrp90fZawLaWc/4z21YqE/s8z3LVubQV2gTETrM0QoofixpW2pNoK4cCEbHc7ZFXFPC9YFM5EbJQ6bf2DyYyT+YJP9w8BuDkc8KPdLf7s5jV6UYiWzniprhuytOToaMqjh2fEcUCnExAEHgwu3gdLQ9m8uEL8qpAyINRbRHqXQG206kf/OK6PRPe5kcQsTf2stQz8jRZmpenoAbFaLgKcWK84J7Od6AGR6rZwGdMaCsqVd4y1phU3ka0z+ovHSNMaKpbNmMpM20745Zffjt+3hy+HT80Vnq/RnsILPBBw9OCUe797xHySki8Kdm5vsHFtuJqPjXHztZROrCVfFFRFjWq7n/kip6kNfugMU6NO0HZHxJWTQSWjJ9eMEFc5XCymTcxO2g7Q00YyUrjFUjd0BnVKStKyYpRmnC5S8sr5WARasdFJGCZPV6kdMdtfGXFOs5zxIud0nq78NcCSBB5bvYTOBdX9JYRq0Zr2LQndWkrWOzG7gx7xFSBIRe1cy8ctz+RthJKS3X6XH+5urbo3B9M54eEp4/dzytpw0ErezrICXym2egnXhz0GsYN0vouZ//3Oda5F244Ybg3zes6sXjCuZkyqGZNy9uT39mdWLSgMmCtIKV8UBosxNY1pWDQ5p8W4JWC3RGwhkYgVnMp1PLoM2+7H0O+33Y8+A69LqAJe7FYhkSIBcZW1zJPxVQlJpD18qVgPIrK6ZlYXdL3gQnWwvV6Xv7x+nd8dHfPvv7nLh2tr/Ivr17g16BMoRVZVpFXl1MaCYCXH/rbinSUbw60eP/jpTaqi4q//3afE3ZAoCTh8eEYY+/SGCevbPaLEVXxMS351uGMn4bnEl7sqrHMEt8bS1MYR314zLluVfZ3iratS5VTNiKI5pTQjzFVUqGREoLZaM6wQ8RYNmZbHLYXniOL6GrWZX1qBxmIwtqQyU/L6kEBtOlneF6hSvUlIIelotzAuWy372lR40n/OwO+iyBcFk9MZ5QXeEVeJ3lqH3nrnO63k15Uz3Ts5mHLv60M63Yj3P97l9g92uHVnmyDwUEqudNnLsqHMKx58c0wQ+lRlxeRsfqGPhru3BErLS6lL/SHDtiaaWVHx+HjCNC24tTNke+3qfKO3ExqIkXIdK3wQndZn49WVqaUhaFa5RY+rlGbOTGm2YJRmzIsSKQXvb6wRaE0SOFd2IWBRlJylGVXTcO90hNd6A723vsbNtT6LecHJyYyzsznzWb5aNFbVi+EpLtkYkVWPX8vEzxHDrxPpPZSM3mIH9t2HFBL/HNfm2ftboV5qDqhQTpxCPMMvEawS9Wd5Jy8KY0uK5pSiOT63eL58aNkh0tfx1RqCJwlRWVaUecl8kjIbLTCNRUhBlAQEkVPf8wKPdJJR5CVJr308zcgXhYObWosoa2wLrVDaJS9aK0zjPIq0d/XvXYkIf5WgXnVstVhb0ZiM2iyozbydK908tBRs8bWDU/WigNEiY1GU7E9mVHVDUTcrydth8rR06/L9se/8NqZZQVrOGacZD84mjFN3f61UqF4AJRKCC+GOxjqzvstg4su6Zl44LsWDswnHswVl83rS1OePD1xSttPv8qO9Te6djgBIi4rTRcrBdMbj8ZTH4ylH0zlZVRF5HteGfW5vDumGwVs3Jl2G36pFLRP3SPl0vYSB1yNtXLcja3LSOidtMvd7U5C3P64DUp771z2XNyWlqahM/UpYlsHCSzogqcjRtSJtMsbVlOPijEQ5vw/H/YiJlVO/ilRIqHwSHbMXbbEZrAHL7+HV57AxM6rmEaDw1B5KOApAbRoWVUFpnDdLVlfMqgIt5MqB/snnwDCKuLOxQaA1a3HEtV6Pa70em0niuiRKkfg+P9raYhhFXH+LsrfwDpONzb0Bf/JXH/L1pw/5t//Pv3Eci0HszMQ6IcONLtvX15BSrm46IV596t8uiuzth8W0pMszSnNGZaZcZa+ViIn1NUK5eXlzlyuGEJpQbxLrG6T1wyu8c6lKNSOrHxHqLTzZ5bK60FcJiWLgrdHTgxZvWTGrx9Smwn8JJGEZ6Tzj0VcHzM6uXrE9Hzc/vkZv/bvVq69K53Vxdjzj4MGIj3/W4Uc/v8W12xusb/dcC//8jWMtTWPZ3O3TG7iWarrIqcs3q/r8ocNaKKua8TzjF1884sHRmP/DX/zgO0s2Vj4bMga2kGaOtdmFPhvPhrWWsqkZpRlfHJ3yxeExvz845v5owtkiRQjBRifm5tqAj7Y3uLO5wQcba6tJ/XA255uTM375cJ+/+fYh8xZyVTWGnW6H+Txn//GY6TQjz6u2G+U6Hi/eJ0Nhzsjqx6/lVK1kTOzdINZ7yAtI8v9c4kVV/ctW+12ycUxeH2HM1Qn6WnaIvGv4aog4J/9bZCXTszmT4xmT4ylJPyHpx3itD09nmBBEAdOTObPTOd2h+/vkeMb0dEYQByhPuXFDQBAFDv7cCYm6IQho2k7oVUOJJ52N14HIWRqMLV2xrJkhlHpuvvSUoh87mNQ8L8nKiv3x1PkR1DX9OHSdjRZG9WxEvksmTmYLjmdzJlnBvdMxZwsH3UpaA7wXJRtKSjylnlI0NNaSVzVpWV5K7SevGk5mCx6cTbl3OuJoOn8rMCpwycZ2v4MQ8LffPgJcB2WS5uxPZvSjkEejKSfz1HX+4pAba33e31yj+w64GheFQBCqkEAF9HS3Vai0TzqI7e+NbUibnEWdMa5mjMspk2rGuJoyLqfuuWrKrFqwsBmlfbNzuCKjlxVTMWeppCdEm+4L1w0NVUisQ9b8PjvhJv9y/eerZOPSn2XGpOWvEHiosIvCJRulaRgVGWld0RjLvCqYljlCCHbjLlaqp+6sQRjSCwJuDfr8lbnZKlPJVUIcKIUXhvzptT0aa/HesnfKO0s2mtpQ5iVRJ+D6B1ts7g7Yvr6GFzjH4b3bGy2GHoSBpBvSX+9gjGVyOmcxyymyEu0p6qrh9HDMyf6YIPAYbnYJLvA/EEKgPIddr8qaqqqfIrk0Zk5jJkgRomQfYzMaM8bxDjysLbA2R4oYKROsNYDBmDnGLhAiRsoYJTpImVx43MZW5PVRy9WYc/UqVULsXSfQW0j0OyFKSjSB2iLxbjIufnPl99d2waJ6QKh3ifUN4OJz8TrhFkA5hckpm5zKlq7CbSum9QhrLYGKiF+hhDU5nvHpf/6cx98cXm0HHGO8nZA9/NDn9o+uf6eEcdd18BxBUwrmk4wHd4/QWuJ5Ci/QTlWmaWgqw2ySMhml3P/6iNHJjP5azPa1IUn3cvjg71NYXNezrGryonLdz+8qhAUMptnHNAdYKrAgPA94egKpjTMSG2ct/GKRcjJfcNJCMaZ5TmUMe/0uH26uMYgjtroJ290uu/0OW90Om52EyNNOwEAKPOUKM7UxHM8W3D8b8/76GgaXXBZFRRh6dLsRdd1Q5LWDxT1T4XKPLZbayXObM4zNr3w6lAiJ1C6h2kb9I0s23sa4+rZ8YYytKJozCnN6JS+mZSgRtgv3peiHCy/QJL2I3fe3CCKfIPYJIh/d8teCyEd5CqUEG7sDBlt9wk6I1oqNvaEbV7TC1Ga1Pd0mKn7kE3dCvEAjXgNaKYRCETqHcxRXFSsBhyKobUplpq3XxtPz0BMJ3IiD6ZysVXprjBNo2NaajW78XGdjGbGv2eolPDxzCf8kzfn2+IyzeYa1EPsv7mwshSEi36MXhs55vKqoWrfuLw5OuT7s0wsD+rHz2Fh6jVUtZ+tskfLgbMIXByf87vER87xECvGalpsXR+R5DOKIndY3Y7TIKOqau8dnlHXN8WzhOK5K0gkCdgddrg16RO9AherZeOJ10f7/JbeVsQZf+kQqJNERa16PtCnImpzsXDcka5/L287Hc52Q9vey5YTUbVLxws/FPk3ufeYSLk3Vfl7h5Hn7H135PBhbUDfHCOG3Kojt+UGslAkb2+ArzXqU0PMD5AViA0pKFO66fFEoIS4tt37VeHcE8bxicrag04/Zu73J7Y92ef9H11qpWPGUioUUgk4/Ym2rh2kso+MZ80lKlpZESUBV1hw9GnH48Iwg9Bh2exe6Iwsp0J6mqV3GWRU19lwVwJg5VX0PJYdImdCYKWX9reNJtI+b5hSttvD0TitxWVE1+9TNIUptouUW6D3kCxbYxpbkzQFpdf+1cNBaJsT6OqHefGOy5YvCdTa2qMzN13KZrc2CtL5PXN94rcnxZWGxZE3KpDpjVo1Y1DMMhsqUzOoxWnoM/S3W/K2Xbmd0NOGX//F3fPF331xtB5xkA0lrBHntzs4KDvFdhdaSuBMQxT5+oJmMUj7/9UOwEEQ+URLg+drJQ2clD+8e8+CbY7789BFHj8fc+fE1rr+3Saf/z4/n8nbDAA1NfZeq/FsQGiEipFpD8f5Tr2waw/F8wTcnZ3x2cMwXhyd8ezriZJGhpWQYh3y4uc5H2xv8cHeLW2sD1pOY2HeE1uXPMvqt2V+gNZ3A579+c5//+MUxJ4sFllYqumpYW+uws9Pn6GjK/uMxddU8C2kHXAfW2orKzCnNuBV7uFooEbXGo++uC/vPIYytKJszyuYMw+smG2tomTwllxlEPn7o0R0m3PxobzX3ulzTQaqEEKzt9LHGrojeG7uDJ7LJol1LWdrXu22LVvP9dZE0AoUQConvVL6swnK1zqvF0piU2sww9vnuoicVwzbZ8JVilBc8Gk0wFvKqJvA0m93nORvLiFZ+G22ykeXcPRkxzZzfhuNsvLiz4SlJ7HvOzbwTcTq3zLKCR2dTmsayN+wxiCNubwzxtUK3XmNZWXE0nfPl4Qm/fnjA3959yNF0jhACT0saY2jeklKQrxXdMGCn3+HW+oDGGA4nc745PuNotuBkvkAIga8U3dBnt99ld9BDf4/8p8AtvH3p4UmPjo6xgW1zACcfsOyAuLVETVpnbedjtup8OP7H3HFA6jnTakHeFBhrLiW/e1FUtqZqarImp7ENi+bqyqTWljTmDCGCp4QjpBT4SuM1NYWAWHv0/ZBB8O4c3d8k3lmyYYzDc54eTDh8eMbZ4YT7Xx60jqawvt1nfbvH2nafwXoH7Wk6vYj3frhLVdWcHk75T//vX6A9jWkM49M5dVmzd3uT7Rtr9IfPL/aTbsStH+xw/GjE1799xP69U/rrHYabXda3+iTDEWHv1KmzWIO1BY0ZI0WEtBHWlhibtoOepjHHVPVjV8FEYMycxlq07PMizo/rbBy+hgqVaDPVDqHeI1Abb81f4/lPkigR47WqVJ7sUZusPc5Xx1KVqqgPMfZtq1IJAhnS0wOkkAQqbgmchlk9cTK26tWdlM3r6/yr/9tf8IM/fe/lx1I31FVDOstIpxmnj0ccPzrj2p0dPvzpLa7f2fn/s/dfT3JleZ4n9jnqSpehoYHUJbKru1rMTO/O7g53Zpe0MY7RaHylGc34d+07n7gPfCKHHNvtnenebVlVXdVVlZUSmVChXV55zuHDue4IAAEgAglkZtXUNy0yAhEurrtfcX6/31d8q4UGgJASpeHqrS3++b/6HieHc6qy5tNfP+Tw0bRzghF45/DOURYNZdGwtTtga3fAD/7oFjfubDMYvtyWdF5UfHbviLJuuXN1EykFv/5in7JuuL4zIksi6qbFeY+SkqpumS0rqqbF2qClct6zNcy4uj0kT2PiSHNvf8Kn9w7RWpElJvCma0ueRvTSiM1hzrifcffRCfcOJoHT3AnVi6rheHr5k/TrR3AzE3KMUjfwVN1KTPN0gnjRNPzs3kP++vOv1pSJW5tjPtjbYauXsdPvsdvP2e3cpUZZSh6Z53adVhbNidEM0oTUGJwP51lPEPpHkaFtLZPJkqpsOt3beftuWKTVdoL1ZXf8XvxiGkwsIrTsY2Q/pIX/lgjDv4sIRd+Exp7iLuFCtUL4LAYokXK2qlznBMnHl6v1pP9MAaqecst5+t9n8bq0a48dIMO+JITCX1rc60LX1y/PFQaHyUba5W0oGuuYFNU63CyPDcM06dyknn1dWRSKiUGaIISgbBpOllA1wVp0RaPqnRNsd9bZ6p2dTf7szg3+4e595mWN9Y7TZcFP7t7neLFcZ/AoGQwGqrZlWlQczBYczRe01nFzc8w7OxucLEt+cvc+p8vLTyKft41KSq6OBnz/6k6gUJ3OmBYVZdNSNC2RUuyN+tzeGnemFPKFRWbTWMoqpFQniQkWwFWDVJKkm8K/bjwzBTnz7Syc9xih0SJY3PZ0zmY0pnRh6rHSfZSuplpNPVzQetS2oXYNlWtoXPi59uHnyjVUtu7u+ywVMgQPFiyrv2OynJCY76PVBsv6H6ibz1742hr7gKL+OZG++YT+VwlBrBS1tdybT3F4ch1xqz+iZyK0fHL9+PHRER8dHF5IKxRpzftbW9waj15624vizblReY91nv17x9z/4jBwiLupg7WeD/7oFh/80S3e+5Hoig1FPkh554c3iGLDT/7qN/z1f/hFEKUpGdxy7mzz4T/b5t0Pb5Dkz47t80HKnQ+uUi1r/v4//prJ0Zwoibj+1jbv/egWN94r2Hv7mCgeEkRmFdZNHgv8O0tLvENgsO6Eqv0VSm6i5AbeL2ndHKOvv+B1NxTtQxaXnmwIBAoj+6T6KtFrzNc477mCQG9IpDYwctSNpC9YbPglRXOfMnrUFSmvz5VKIEhVTqJSEpvR+JpEpkihWNgprWvJ9cs5+3u3t/k3/9d/iW2fR7sJHo51WQcv+nsn7N895Jd/8zF11fD2H9ziv/w//Sl7t7e/VQoVdEJDJblxZ4so/pBf/uQuP/vrT/nsVw84OQrC77pqA6UqUow2+4y3+rz34TXe++E1br69y7XbWxfqQs6XFf/w0T1OZkt6WYzRir/4h084nRf8+Ye32Rn3mC6DjWOkJZN5yb2DCdNFSVm3tNZhreOD2zsYo1BSEhnFFw+P+fd/8xFZbNge91gUNdNFye5Gn73NAd+7vcOwl/LpvSP+6uef07Q2pPtGIcRutqyIv/XE8lBsSLkL2uLcEd7Pzp1AFk3LP3z5gP/vrz5mb9Dn5saIH1zZ4YO9bd7Z3mRv0O+89cXaHvci0FKRR4ZYqyc+T6UkSaJpasvhwTyEtnX5Qc8+uKf1yxDi5y4vSBYolMgxso+WfdQFMiR+j+fD0dK46aUtb1eQIsKcU2y8EN+RxvSqcA3XusvqVTzWV1i3PLdRZlY0qixMNlZ5G0ZJUmPIo4hBGpNH5zMI0ihit99jmCZIKVjWQVi+Qig28udONiBMDt7bDQnn+9M5nx0cY51nWlb8w937/OTug8dsj+48YDtx72MRes77e1v8t99/h7tHp3x2cPxaio0VpBSh2Li2y68fhsXorHz8WfSTmKujAXe2Nhik8UuvI01rmU0LVEfzbVvLbF4SmRCS/G023QXB5TJVilTFjBk8MbXwZ//vw2SidjWLdsmsWTDrvs/bJfN2wdwuWbRLpk2YhBzXp+cWG+HxChbVX3O6/DkbeTD/mRX/P6bF//uF2+x9g/MLpEjxnC02JInS1Lbly/kps6bCSBWMQwZjUE9eLz86POJ//MU/XUgr1I9joh9+/7tdbMwnSybHC473pzRly+0PrvKjP383XPiUpG0sbTfx+PnffMrGzoC3v38NAKkko80eiD1MrHnre1eDq4oQRIlhMM65cmuLOI3ODRNK0qgTnQtGW32KZYXSiuE4Z+vKkN7GEVF0inNzquY3tO4A7xZ4keFxIBRCJHhf0th7eN+i5CYhIbhFihwpQ5z901i5UNXupBOGn16KYhRG4ZvEajt4pa95rK8fazcKIhK1Q2au43xJay82iQkHZ0vTCcWNGnbhg+efdJ1365yMlYMLnM+bXnu7e2h8zbKdM/OntL6hdhVKKCIZv9T6VilJksW4Fx1YHqLEkGRJ2L82e2HkGkzR+On//Euc9Wxff7kA+E1i9Z6kWcz23hD/oxuMNnosZgXFouoC3BxSinU2RprFbO2FycZwI39Oh/t8+K5j3lobtAJGBRrBIlzg5mWNkpJhHjp+Wkn2NgfsbvQRAsqqwTnPzz99yLJs+MFbe1R1y2RWMOql3LqysR7z9rKYfhYTGc3+8Yx513l8+9omuxt9iqphtqj4cv+U5gVi528GHiE83i9xLiS+BpzfFf2z29fpxRE7/bybZPTY7uds5BmRVs9QpS6CWCuGScL3r+xQtZbvX9khUorBMOXmra213fhqwrRxjpPain5Su9NLOeWtIITBqAFGDpDi+cGmXwcrAWjjHHfnJ9xbnnJULZnW4T2XQqCEZGAS3h9ucy0fESuNeUFX/iKYNxWTusBIRaYjIqk6R7A38BrXi5qgnWnc7FLWnYGKpFEiWU8HXnqf71g+zmqyIYXCXpKp4vE4X5+Zzj0JrVQ32QjH2wqRVmz0glbDvCCROzWazV7GIInRndjWE4qYqHOLy6LohRx4KQSjPOHO9pj/6v07jPOUeydTHk3nnctVTdtNhKXqHIE6atNGL+PaaMDbOxu8s7PJ7a0xs7JikCYkRj9R+HwdSCEYZQnXxwN2Br21vqTuHj/SimvjAW/tBMOK571frXXUdcvh4YzPPj/AOc94nOOcZz4v2dzokWbx2j7929gXz0/Vfs52CHDOBUtrwOJC8eEbShe0H4u2YNYumLULpu2cyj2/WSBETBrdoZ/cwugbBDZIjFF7xOY9jLpy7v1au0/R/AIlx4gzOWFSCLRQbCQZ7w63OCqXLNqaWGngcXbN6tXt9XpB/P2UoYP1jtY5ToqCaVmF4yNNyczrpca+gWKj4N5nBxw/mtBUDT/40zv8+X//Idp0YVZNS1O1/I//w//MX/37n/P9H99e31cpyXCzx3Czx6139y793EkWkWQRO9fG/OBP33rm73UrKOt9nJ9Ttb/phN8FyjeEhYRCyhRHgbf38Hi02umE4zVKbaLVLvIcncMTLlR25UJ1cWiZrfnPwcbvzdtICqFJ1C65vkHZPgS7f8F7rhYCM5btvWCBK4fP8LZXI3vnLa1vkYQTu/DiCWvI5z1H42oW7ZRJc8LSzgBIVY+hebmbg+yK24ti5TgVBJOS3/zD5/zdv/9HxjtD/uC/+uA7cZFe7d+bOwO+96Obb+x5ZNdtb63DaE8aG4xWzBYVdWNZVjVZbOilEUoJIqO5tjPkz75/k9hoZouKn358j//0szAefu/mDnVjmS4rkljz9rVNNof5uljx3vPwaMaDoynLIoRHvX9zhx+/f517h1PuPjzhdF58B6hUHfvXL3HuCOCMNfWT+0cWGf7FnZv80fUrbOQZ/eT1CKgjrRimCd+/ssu10ZBhEhNpRTY0DC+syfFYX9C46YUzds5CCo2RA4zqv8Hpa+jwlrbhN9MD/tf9z/nN9IAvF6dhBiwEsdJcz0f8u5s/ZBSlKCFeS7Hx1eKUTEdsJz165vFC87Wj45Q7gnamcXMuk6QthOoKjfiJdPPXnfz7JhHyCyJeKUvKnyk2znnfzBmB+NliI9ahiBjn2QsLhcRojFIM0iRYTUuJc46o003lUUTaaayeByUDlasXR/STmHd2Nvnbz7/iH796xFcnEw5mPkyEnUNLSRoZxlnCtfGAd3e3+P7VXX50fY/tfmgYfXl8GsJAI3Mmb+Pr7Z2h2EiDO1U/uHO5hV8XG7FWXBsPubO98cLzmLWOoqg5OJjxm4/3KcuajY1wXS2Kmva24/r1Mek55j7fNC56jHjvcd7RektlG6pOYL60BQu7ZNYumDTzbrIxp3XPbxZIkZBFf8Qw+zOESLH2BClyjL7OIPnXZPGPz71f2fwalhYp+09M0SUCIyWbSY4cSR4uZ3y1mJCorgH0VMrvKmfj6VdeW0vVtnxydMyXkwn9OGYrz+hF0YXfp4usj177lcI6R1O3XaUun+moFoua6cmctrWkWfxKHt2vCiVHxObdTtEfvLq9r5Cyj5IjPDXO7xBqXfn4Q/ENHosUPaTsnzvZcL6ltI9Ytl90F41LblvnWZ/o3XUC7JuGFCaEcpkbqPqfLn3/1s1ZNndJ9R65v/XM321HzTqq9zkoH5LpnL4Z0tMDemrwwnOk957KFlSuZGg22I5D1W+kIVNvzvo0SWOG2wOEgJODCcX89Y2rfxugpCRLDNOl4vB0QRobRr00OII5RzkvqBqLs55JHEbjQXcRB6tHrehlEUpJlmVD1Xn0CynQSpDGhkGekDxFiaqalvmyQkrBIE+ITDhhprFmkIfJx7ePFVUwuFJB251Dnr3AKCHoxRGx0U8sdL4upBDhPSbCKEms9Sv43a/oJ4tX0ggIoTsKVe+15gCdhcPz6fSIj6cHfDI7pHYtP968zr+68h66s2tsnSM3EW8Ptsi7ouDr4rha8k+nD9lOemQ6IlFv8lwccousK7t96HJOa95bLCWn1U/45PR/+K2ks83qj87ki1wWvjM6sOcKeGWncXpre4P/y598yH/57m0AkkgzzlKuj4cM0+cvnoUQKAkf3tjj//4v/4Sic7c0ShFpxYfXdy+8zJdC0Etiro76/Mmd69zaHDMtK5ZVTW0tjbU03oaJcedeNcwSNnsZUgsK2yBcsKr9t3/4AX/61nUWTc27O5uMsuS1ZV6IzvlOiLDNeRyx3c/Z7uWMs4T4BecypSRZGrG11eedt3ew1rGxkaOVorWO0TAjOUff8m0gTMUclatZdpkdZ12rlrakaMP30laPXazOajls/cS/W9e+JMFcIESEEEk3lYyI9E2E0Gi1c+66EugYNQOkSJ8oyq13lLZl0dTMmop5W1HYhsa5c4uEXhRxdTB45lhZORyO0oRb4xEfHR7yxckpH2xvh/fK0xlGrF5D+F1rg/mI0o/tc1+E136l8M7TthbnwgLDe2ibcGEGmE+XHD2a0raWfJBgXgMPezVyX4mDnldlKTlEyaDXeFLQ2VlCEqxuw79X4Uj+zFf4/bnbQBCGL5ovaN3s0q9Byy5fQ+0g30BI3nkIxcY2mb2GFpe3r23dgkVzl8zcwvnmGYtN61tqV3JQPeSj+S8Ym012kiuIRJCr/rlTjdVjWG8pXUFpC7bivXWxsRLSvylEiWGwkYOAyeGMYvHdKzbC/v5srfai7sLTJ5/n3VZKQZZGGB2KjSyJGPZSjFZ8tX/KdFHR2uCtn8YVgzwhSyOyxCBloFRpFcSORbUqNkCKINhMI8MgS57RX9SNZVGGULv+mWIjicxaO/Lt4/F5QcCZRc6zi0QhQorxCk8fG6+KlX1hpNS5ycUXwYp+0q7NMC4HiUbLHlr0kK95Ars+/p3nk9kh//HRZ5Q2pNr+4eZ1/sXObWIVLMFnTUntLH2TkGqzvr8j8N3PW4AKHnPjz8J1bjWH1Zx/On3ErV7N9XxMriNSZ85oazp12mtY3Hkc1lc4X3afwyWtX7F4bzmtfsZp9bOvvT2/bQimWq6bajx7DCopUVJye2vM7a3xpR9fdo5bP7y2yw+v7X6tbZVSrhPJr4weh6U578OisW2Y1hXWe/omnD9ra7He4YVnYWvwsDHI+Nejd7DesewoM8Hq9NX3x9Ux5yE4zHb7uZKCYRqzM+ix1c8YZS82GNFKotOIrc0eEAxERuNQYEj5eF32JlkCT1/nVq9s/b2bJlrvqH3DvFlwVE84rk+7r8njr+qUebuksOVLiojnY70mJQSJChEhu6aAEDGRvomSw1BsPCdOQcoeSgy7QuVsseGpnWXZhfktmobaWlrvzl0j9OKYXnx+ce2959ZoxKJpuHt6yt3TU6ZVmHo79zhEe6Uvcg7qusXjSUTERUgkr73Y6I8ybr6zS7mouP/5AR/97EtODmbBMUdAuawplxVJFvMv/s0PuXZn+2s/Z+0qZu0pAAMzIrpQh+e8HX5VTDyzjHvBfQLCZGO/KzZewfJW5KSrYuMbmmwIFFoOiNUWkRqhRI7z1YUXINYtKNp7VO1+N8p2T7jSKKEwMiKWCanKUULR+gbn3XMLBo9j2p4ybU6YNics7ZyH5ZdMm9PgTiUTxtEWuX696ZYrLKZLHn5+yHJWBk/6b12U/CwWbc2kKchURN8kF+oqAJS2pfGWRGoidf7r0kqGAiIxHE+XzIuKt69tkcaaw9M5cxWK8zjW3QRCsShq5ssaaz1t6yibkIeRJRFxpNcdkRe5hMTdhGS6KJnOC+qui1jWDfNl9R3Qa0A4NxikuoEWCSvKi1RXn7mlB8qmoXWOWGuiF9A1vnH44N3+6pONQN9RMnk1+stL0HQLqfvLCZ/ODvnDzWv8aOMqd/obRFJ3xYIg1YbI6yfCpxZtzd35CfeXEw7LBcu2Dh1qIdBSsZcO+N5oh404x0hF6yyFbXiwnPLZ7IifHt/j09kRp3VB0TYMopRcR2wnOTtpn710wF76eiarvnNTCpON78L+/dsI21nU//ZQx86isi0Pl7PAt2+CFm4nyXF47i2mlLYl1xHgKWyLgCAKdo55U3El6/PBeJu+iVHi1ZTXHijqhuNFwdFsydF8Sdk0GKW4Oh7w9s4mg0vQQL33OOuZz5ccnyxIEkOvl9DLY/I8Rqk3T0m23nbTiCpQntqCZVuwsI+/P55kVOssjOLMJKO0FbVrXqnQ0EJhpO5SxTNylbIVj9mMRuvbCGGI9DWc30LJ569ntNwkT/48GHPIx/cPAnFDpBTOe3JjyM2InaQXHMMuuc2tc1RNS9E0LLtrl/eesmpZFjWn0yXLol4XttY60sRwZXfE0Lzc6fK1r6R6g4w0i9m/dwJCcO+zfT7+xy/X+QVSSrSR/Phfvs8f/hfvMtzsnQlNWXH4H79NK5fkJ3//uGclgMqVHNX7CCCSCUqYJy3QztxjNa140n/g6W65W1eFq+cVzzmQ112BVZhf89UrpPEKpIiJ1BglszAleE0poS9/ZoUSWfiSKd61F7YgbH2Bax9S2X1s1yUNAqZVB0Oi0MQyIVM5SuowanxRSI73zNspR/UjFnZG5QqOqopjcYASip4akKjspcWGsw7b2ktwM8P/Tg9m3P/0EctZQdZPib4jY9+zWLQVD5dTNuKMTEddgI9YT/icf6yHWdUh3nsWbcWyrRlG6ZqH/nSXSSnJII/JkojPHxyjpOQHd/bIk4gk1igZjoU0Ngx7Kc57TmZFsL+tw3RrtixpraWfhcdZdZLXNcc5iCJNP0u47ydMl4FeUDVt51pVrfnD3yZCV0mh9DUU1154W+scsyqkFg/TBBGFTuFFC8M3i26y4ZavYDe6OmckHW1HXnhqc9HpWmMti7bmUTHjy8Up/9219/kvdt4i0eaJou08ilNhGz6bH/GPx/f5eHrESbXsrE4lRkq+P9pjHKVkOgpULO+6AuWY/+3gC341ecSXixMOyznH1YJYGYxQvD3Y4oPhDkYodtP+65mteof1JdYX52oOfo+XoaNR4bjsVOhCj+59SEfv8kTeREe+tpaHyxl3Z6eUtg18e0IR8ovjRyzbmq0kdLxP6xLnPXHnQDRrKsrRNjd6Q1Jtzg1yuwi89yyqmqPZgqP5ktNloLSNMsPVTqA+SC9O0XM+mItMpyVHx3PiWLO11cdvD0i6CTi82vt59hzyZJo465+dd9SuYdLMOW2mHNWnHFen4Xt9ylF1ymkzY9osqL9GTtjj1PCzP4fviYrJVMxGNGIzGrMZj9iNN9mMhuv7SxEhnyMKPwutNtDqWZ2qEoJEaUy3Ns11xEaSsZXkGPlsFEFj7XOdqFbNsdOyZNkEDZHzYS1RNy3TecG9ByccHs+RUq4LjtEwYzzKGfItFBtCCpSW3HhnF6UlVdGEYClYj+ikFOxe32C02aMySx4UhzjCwjBWCZHohKN4CrugdQ2JStHCBNKCt9SuAjyxTKhcybydrBexmeoRywQjI5TQ1K5iYWcooYhlGiR5rsZ6i/MWI2NimSC6RVvtKmpXkqiMVOVEMiZ6bkJusJGs7EkIZnIn2EuLLj2L9gu+nP0/idRGl6/xzS1KGjdjWv0T1i0uufgIKcSNm7JsvkKLnETvsHKlql3Jop3jcQzNGOctjhcH5EghGeoxWmjm7ZTKFsTdZ9+6uvsMX37iO3404ZOffM7k8MWUttWWNFVDXTbc+81DPv/lV0Sx4a0Pb7J5dfxGaVuvgsI2HFYLjFRY79A++J4v2pp5WzFtSmZNSU/H5F0x4rzj8/kRj8oZb/W2uJmPyXVMop9csK0mG4Mspm4szrUYrcizmDSOSGKDd55hnnB1e0BZtTw8mnLv4JSybjo3qhYlBT98e487VzYvRIHqZ+H4+vLRCU1r+dUX+xxPlkEnUjUsimodMvbbgKJp+fu79/j44JibG0NujkfcHA/Z7F2ervgm4HyLo37FRa7sRMkRjzUsF/tgLhKQWdiakzqYAYyihNzEJFpfqHObKsPt3gaZjvjh+CqNswghmNQFXy5OMFLx1eKUSClu9zaIlGZgEt4d7pCZmL5JWLQ1e+mAH29eZxxn9HTMOM7YjDM2k/y17YKhMdDgfI3330xz6XcSb2iqUS5rFtOCODHkgxTxJjry3SlNdtO31jsOywVVR6GKpCbrColVeKeRCkzMRpyxl/VJdYR+xUIDQnHwcDLjVw8OOF6E426ld7k2GvDW1ouF4U+jaSyTacFiWXWies9kUpAkEeNxjvmaOt3GtzSuZdEuWXRTi9XPy7b7ty3WieGlfZyhsfpdZSvsKzRaACSSRMXrtPJcpeF7N8HIdUamEzKVkKrk8W1Vwih6fYwM6z1l2+Dx9ExEqg3bSU6vSxB/Gr94tM9ff/XVuQ6dHlg2DUXTsmxqvrezzWaaIgUkcaAypx1TQXZTE08IHL5ozfjaiw0pBUjF1VtbXL219cLbOm+Zl4fsl/fWJ9tU9UhUyFVw3jJpTqhdSU+Hjrb3ntY3lK5AAD01oPUNhV1Qu4rWtxRqQapyYpkSy5ilXXDc7KOEpqeHWN9S2iXWW7x3xDIlVTlaGiSKhZ0xbyeMzCZEYeeK5HO4bp0LVW0Pqe3xK+k1AIr2HkV775Xu++3hrCvVl8Rqk0htsvIEaFzDop3hgYEZUtqC0hUEW7bzFx0CQU8P10VeaZf09JBIJizsFOtbtDRPTaqexeRgys//06+59/Gjl74CPJTLimJWMDmccXIw5YM/fZt3/vA2W1fH37kFbmVbTqolfRMHT/ZusbfqBu+XMw7KGZtxzkaUE6lAZfpsfsznsyMSadiIM4zUJDxZbCgpGWQJw16KVpLGW+JI00sj+lnMIE/wHjYGOVc2B0wXIf/i4dGURyezYMPrHO/f3OEP3rnK7kYfrWVIQU8jYq3P1Zr00pgkCuJxrSQPDqfcP5jQz2Jio/Ee0sScm/T7XUTZNPzj/Uf85ad3+YOru0EgmSXfkWLD47FhgnpJUTKEiaUUMQKD8xbr26Dd8E9On588cEJ6r/MWiUQK/dxJR2lbpnWJAPomIVcR8QWF2rHSXMkGbCU9YqXR3UX3q8UpznuOqyX3lxNSbbiSDclNjJGKnom509+kaBv+8eQBb/U3+fPdO1zLRozj9JUpKi+G64qNV/scfg9gff7z60mE937NMT+rFTj7+3XjIgwukEqu6T904uhiUXH8aEp/nJH2EiBYjK8ea9U4fbwpHr+SfMLa7v+l6CywpZC03jGraxpnMUIRG80gSjBSEnd0GS0kkVJESodiQ+lzF5cvf+vCe9Fax/3TGb96cMjxIqyrVsniV0Z9bmwMiS9h0GFbx3JZU5YtSgms9UxnJb1esrbmftECdZXY/Vh/tfoeWpWlrVjacj2lOF5rLoLW4qSeMGsXtC40Ny+Ls1MKeWZaIYVAoVBCMTA9RqbPRjRiIx6yEQ3ZjEbh39GQXKdk+sXd/vD+B82fp31puOpKVL7SbYQJTtBExkqT64heFK+nY0/js5Nj/v1vPqax5zeYlk2D8/DH167yoys7bGQZQggio9aFRtBSdroeKYkjc+GQxm+VkO6BxtXUrmQcbdPXQ6bNCcf1fuiAnxnPl265zllQwpCpHolMyXWf0i45aY5QUrEbX0MJxaw5pXUNoqPbRCKm9Q3T5gTrW1rX0jdDNqIdCrtg2pyQqoyeHuKxtL7G49FCP5dCBcEjveq0Gs0rFhq/7WjdrHOlukLPvwXdSE0KiZYG5xzWt6QqI9c9Mt17YXezdhWlW/KovMdJfUBfD4lVSmEXSKHQqXlpzoZzjrpqKJcvmTJ1myGloDfK2dgb80Ee8e4f3eaDP33nW8/YuAyOqwW/mQb74khqirbhwM25no/Yjntsxz3mTcVWkjOOMpJzdBtKCtLEcGN3xL/5s/dxznNla0AWR3zv9i43doPQspfG5J2Q/MfvX2dR1LTW4rowqnE/ZWejT5oYhBC8c32Lf/cvf8jVrSHqOSenkK+xRZZEXaiVJ+qCAaumRQrBte03o9V53fAeyqalbFp6Scx2Pyc13x1KXrh821fsqAuEUDS+5qR+QKSWZHqEkUmYynqP9W2gUQq1ztkp3ZyinZKoHrneWNP/nked7Z7pUsV+ZVseFXMeLCccVUuKNojLT6uCz+ZHeO/ZSwfU7uIUyzeFzhi8my79dmoOvkuwrWMxK1jOSopFhfee3jAjTgzeQ1XWTI8XeO/J+wlCSpq6Jc1jxtt96rLh5GCG0pLeIGN2uuD4YIpUgq0rIyYnS44eTmibFtu6kGeUh9wJIWA5rygWFVKFMLvNvSGjrZfre7ynI4J5Mm3YSXvkJoLO+SrvKH9N15EOTlHBASjXUciBecX3rGpapkXJ3aNTfvVgn+PFEq0kV0d93t3dYquXE2t9KfpnFGk2xjlt6zg5XYL3JInBaImQ4qWd8MJWLNol83a5nlqswvPm7UpnUTyhrSjdKv07pHi33r5SAa+FIpKGVKX0VtMKndHTKT2dkauMXKckKiFVMYmMu8lF+J50vzPyIktri/ULrD2mtl/Q2kdBM/uciUukr5FGP8aooHOWQhIpjfUlx+WSk6rgpCrYSXP28j7mKfOOdza3+D9+74N1wb3Gag1EMHi50u9zddBnO89DsGEbtBy2y4NprSOONLtbfXY2++TZxYxKLlxsvOjEfLaHdVkeXusaKlcRy5SR2WLanDBrT2m6cJRM94lFTOPC4l8JQ6okqcro6xGZDo4oRhiElGxGO1hvOa73sc6iZUTwZTfUrmbZzrC+xQOjaJOR2aR1DYt2ihSSHgN8d7H0a2nQi157S9nus2g/f+Wpxm87Gjdn0XxBbu7geCzWk0iMiGioaF3bHaA5UZfHca4bFb6bPBVMmmMOqgeUtiBRKbWriGRCE7+cZymlJIoNyUUOBCGIkog0j9i+scXenW1ufe8at79//VJZHd80rHNUtgl+28ozqQvuLU4ZRimjKKNxLZVtUUIyjjOGUcowSkO3WJ8fziSlJIkke5uGvc0nF/Z30mcLryyBUf/lfM0bu+N1ofI8SCm4sTvixu7opY/3XYfH01hHax2ZMesU49cFZ11wCbH+ibG40gptXhxCFwxZ3Es7ac9DMAaX4bxp99G2CK4kqo8WUZj2+gaJREmD9+Hfi/aYaXNAz29iZIIRMUqaZ84DEtF1akVXvPqX6kJW3c+ibbi/nPDryT5fLU6ZNxWRVFS25ahakmnDMEqD+PFbX+D74Gj2ip/D7/EknHUsZyXH+1NOD2d479m+ukFvkOKcYz4t2P/qGNs6hps5SkmqsmG40SPLY5bzkv17J8SpQWnFclYxOZqT9RO888xPl9z7dJ+2049lvYS8n4bpiRRMjxdMTxdoo0jSiCSLX1psCOimFhqFoB9FXM8H7GQ9EmXW4adPY6VTWD3G844Ld+bYefr31nlOliUPJzM+Pzzh08PjsJA0IVfjg70ttvrZpZ0AjVH0+ymzWcmjqgEh6PWTdTjsy9aIs2bO/XKf42ry7NSimbJsi+emdL8MqwmFRHaTC7meKkkksYrIVcow6rMRDRlHYWoRvkaMzICR6aOF6tylvoYLGC3WHlK1n1M2P6duP8e5Ak/IfXsa1v2QWL8L62Ij5Aq13nFULaltS6JC7st2mq+nuqttvD0aMU6TZ1iHqyFfagyJDtkyq/wZ5wJToW1DoeGcp2ktUaTZHOfs7gwuXOhevNig28H9auNChWqdp7EWJSRGX35h5jr9xEl9uF5kxjIh6nj5gavoSVUPJVRXhAikUCih150xKVSXTi3Wn1PtKqbNyXrEaH0Lgq6YsMyaUx6UdyntEi0iFAqPDxWjiKldxUl9gIi2SdX59AfnbedC9fl/tpONtSuV3e9sHIMrlezcqMq6ZL+6jxKaSEZcS2/Te47AWyAwMibXfXbiq8QqCUWlzLE4tND09eil27R1dcw/+7d/xOL0YkFwSiuUUWT9hGyQMtjoBQe17zCOqiW/PH3EMEoYRAmtd2wlva4L1pLpiJ6J6ZkYATTOsmgqJnXJaV2Q6+gZzcbv8XogECRar+1vmzZMfV4XikXF7GTBfLJkPlmuC47dG5tcub39crH2arLxqovc7rzc+IraOnzt0fL4qUnF2ccWNL6k9TXL9gTrGwZmm6Hc4enRRaIMwyjB45k0Bcu2oXY25Gs859JmvWfZ1jwopvzs+D6H5ZzvjXa5kg4wUnFSLfn1ZP9Mwu53AN5//c/h93gGwW4/HG9CglSCtgl23VFsKG3F6dEcpSQmNlRlw9GjCVXZ0DQtWS8mzWJMrB9Ts4C6aplPCjZ2B1y9vcXp4ZyjhxO0kWijqKsWrRUm0pjYIC+wHkqU5kZvxEaS4bzDSMUoSteuay/CRa5OTWspm/YJ2rEQMCtrpkXJL+/v80/39/nNo0Na68KEPw7hgz+6eYWtV6B9BjpaOB/FsUFryaCfkKbRM7lr5+GzxVf8xcHfsrQFpa2pVlOLLtuieSVTC9G5WZpOZ7GaWJz9ysn1Y51FImNiFa1/TlRELCO0UC9ku1wUzi1Z1j+hqH+BFDFG3ULq5IngvrMw6hpSPi5enXdUtmVWVxwUCySCLAtTsPPOJrHWjERy7t8EhPOrfDozI0w7jA7ne2tdSC7X8lwL8RfhUpONxgbOovMO/Cpl2FK3ltholIou6baycs+xFHa+rnpzPVj7t7e+6Xj8A4yMKdo5CDAyCo46IixqE5UikKFgEB4jY2pXY32DR6OFRsvHH2LrWipXMmtOkEKR6ZxYpUg0kUxIVXAcKW1Be87OHboFwbqwag86F6rLW97+LiC4UjVU7SGNm2PkqEu2VRhpcDgW7bwT8IugheF8sagQAiNCdT6KtohVSqZyEpWhhEYJhVhnoDwfw+0Bw98Sys1loWUYrdfOcljNu5GxR0vJlXRA5VpqZxlFwZkiFBsCLSRayi4MqPnuLLp+B6GkYJDEIY3Xe6ZlRWPtSzv0F0W5rDh6dMr0aM7sZLEuNvJ+esEm+Sof5FUWuaGgCFPImsZVtL5m5fQnkCihCTkSK42GYqWGLf2cyi2IZMLA7DxzJCdKMzQJWkhq2zJtSk6qJT0Tdzagj19B2Bq63IGGw3LBp7MjatfyVn+TP966gRZBFL5sGx4U0xeeOc4Sup7XFX6deJNuSv9ZQoR9cEX5cNbRtpayrGnqBqnCQmw+KTBGM04jmrpl/95J10gVmFijo1DWto2lqVvapqUuG4pFRZrFXH9rh3JZMzmeEyUmULXoFm1GEScGdYFiI1Ka3az3Ci/zYuePRd1wNFusgwNDNx+OFgUHswV/+9lX/MPdB0yK4HTVj2N2h33e3tnkvd3tZ8JXLwLnPHUTgp2jSBFFmijSaK1AiJeeA++XB/zNyc+wl6B4BpG97M413VdXYEgh1/SoTKeMTJ+RGTCOBozNk9OLXKfE6tVthC8D50uq5iPK5udk8Z8Qm7fQchP5nMyzpwOlHZ1IvCs44i45fFWkPq2aM10GVtW2VG1wnGpXGiaCXlNLSaIV0cpBUgTGgZQy0P28QylFZFQQil/iOnbhPam1jmVZc7ooOJouaVobpg5dKM3uqE8SjZ7Lxz4fIrgLqYSNaIfNeJXI+diK1nobBEsyLF77OliHJSrFiKhzBkjZTW6E26kE4z1Xklu0a1szsd5Wj+OkPuSgvk9fj9lNrqGF6RZjGi0jWtcwNM1aJHT+VMPT+oLanVC7Y2r7Ki5UvyvwuM6Vqmi+QouURO8FDqDQDM2YG9kdFu2MZbt4ouh74aN6R+Mqjuw88Gx1n0z1yVROpH770nJfF7binB+Or67zSiKlSZSm9Y7WBXs76z2pNqTKkGqDkpI7/U1GUcoozhiY5PfFxhtEpBR3tsbMq4pZWfOrhwfs9Hvs9nuvxUKzLhumx3PiLGLv1taa7jfYuOjjC55cWl8Ga9NJIEyncU2YLoswHW67/A6BeCwMFxqFXp/bV86CQYD5+LoRKU3PxOykPa5kQx4VM/7jo0/5wfgKbw+2QsAegsaF7rWR4TkbZ2ldmLLHUhPJ4GDlCbbP95an7JdzNuLn672kkERdEnnZhqL9mav2a4Xg/Gyn3+Oy8BCsahGYSNNULdPjBYtpwXJe0dYtCBHcMT2kvZjd6xvMT5f8+qd36Q1T3vnwBr1hxnJecno043h/SpQYjh9NKZcVyqhnJhZKSUykKZYVVdGE6Xg/wVxCVP2m8OB0yk/uPuDeyYT7p4F5IUTQkxV1w/5swemyoLaWxGi+f3WHP751jTtbY5JIP5fG9SLUnRvVclmhOuH96WRJkhg2N3rwNd2onoZEoKUm61yhVtqK1cRi7RSlUxIVE8swoYhVRCIj4tUEQ0YYqXl1X6/LYbXWlSIl1ndIzYch8E+cv99IEXUOgAEr69tcRwyiGA/r6//jx3+MUFw4fnN0xEcHhxwslhwtQkyDEILNPGMnz3l/e4s74zFGKZSQtK2jaVqc9yilyNKIPIvRl2QyXfhocD7QpabLintHE4qq7VJVw98To3Fu+OIHeQqrIqKnB4yiTbbive73j90jnhz/nb8TRCJmI3oyHDA+sxh9ekQthaRwC4ZmzGa0i5FPagh854YQnvN5ieGO1s2o2gNqe0Lr//OcagQEQWfjJizbu0RqTKy2oVtYZKrHVszajjiR6blTjSce0QfaW2VL5nbSGQlUOOPQ0mB8cAd7LlfVOmzraOqGqqixje2cMPwznMUXIR9m9EbZG009vSxW2ovnwZ1JD113OTph7G46eCHH9/d4PTBKcXU0YFpW/OrRAZ8dnXJna8IwjYmURit5oc9BKxlsX5+66LeNpZhXpHnghetIr7uyF7lWduTTV76senzn0pey6spLodEdBSAIxEWYcPgw4VBSY8RjrZDqHKm88OvtCJNNBTriajbkncEWy7bmp8f3iaTGSIWRoWtZO4sUgs04xyiFEKE7l5zJITgo5jg8+8Wc4yoEp73o2ImVZhRlgGC/nGHkisZriJUmkioIcl/L8bP2vfka91dIYTp3sP+8jmklU7Tso0SCILjkKC2JYk3eT6lNyP2pioamftxpl0mEkIL+KGO42aOYV5wcTNFaBf1GL2YxKwNlREm885RFjZCCwSgjSSPojrV8kK4nGN5z6evLm8bpsuCTgyN+ce8Rv7x/0GUn+PW5R0mJVpJ+ErORp3x4fY8/e+s618YDYv1qxZJzjqa2XRCroG0ddWMpywbnXu5G9TLIjjYfzgeGWEakKmFk+gxNn1EUJhfh56CxGJgePZ0Rq+frRb95CIQwSJmh1TZGX+3244sVY0pIIgmZiRhECZVtaZyj9SsjgSdf47JpOCkKPj0+4R8fPWJ/tuBgXWzAdp6z1+9jlCIzERtZSq5NsJ5f1rRNaPxrLYlMyNy6DC68N2kpyeOIXhKRGoN3IVNDEA4wJeUrNGcEAz1CIsnV+UKqN7FTpKrHbnyto+ac98GunvVFIktL2R4wbz6ncdPXvo2/jWjcjHnzOYm6Qj96D4egcc06NXxgRmxE2y91o4JQzJV2ybyd4nBIoShdgWwn5HqAVy8uVuqqYXo059EXB3zxy3ucPJpQzAqa+nHRcRH86X/3B/zzf/vj36rGo3jq+3l/+z3eLETnU9+Lg93v8aLgf/n4c37x4BHbvZxhmhAp9dJJ8E4/5+3tDXrxk9bbUglMpDg9mLGYfILSCqkkV25vc+3tnRcuhsNfJCH9+xUsMzthcyxTMrONEKvFeyCyhtsED1ApHodNrnRcqy2LZIaSOmjtnoIUgneH2xip+OXpIz6bHfEfH33KX+1/hpEKLRUSwWaS8y/33uK9wQ7DKGU37bOd9Ph8fsx/fPQpPz2+hxKhMDFSsZ301pOL87AV5/zBxlXuLyf85aPPSLRhaBKu5yNu9Ta4lg+5ll2uqfZcCLqCT73SdU6JBC17pPoKmb6OfA7X+3cVUsRk+ga5uYWWPZRU9EcZcRIx2mqwbdAgeDy2Ded8KYOm0zmPVCL8Hs/W3oiN3UGgRKURUktuv3+F8daAJIsYbOQ02322r4zIhxlSCLb2RkSR4f4Xhzy8e0h/lLGx06cqGu5/dkCSRoy3X0/a/Ksi0pp+EtNPEnpJRNVYatuuKTOjLGWzl/H2zgbv7mzxvavb3NwYkccXcxg6D3GkGY9zmsZyeDQPLltZhNbqQm5UL0OqEno6Yy/dZi/ZZifeYCMakXVai6grQCJpiFX4HklzQYeobxBCoWQfKQY4t6C1+yi5gXoOjerch+imG+M4ZVoHF67nBfd9cXLK3927T9m2bGYZb403GHTXFYdnUpbMqoq7p6ccLwv+5NpV3h5tcHK65OH+hMmspKxbdNlQVg32aVerl+DC776UAqMVkVZrwYhWCiWDgCSLzUsFTU9DIMh0n6jreJ/H338dePpxE5mioi2UCBe685/3JYth7zrL289p7O+LDQjFxqL5gp55u/OOVzgc1rXUriLX/U57Ey6KL7vAWlznCrbS9lRUQl0ojKeYldz7+CGf/uwuv/n7zzh+eEpVhOr8MsXGre9de+kU5rsGcY5w6/eTjG8WznuKumFaVhR1w2lRcPf4FICrwz4beUZiXk5TeH93i6vDwTPFhlKKKIk4eTTh0d0jhBRoo8h6CVff2nnp9gkhEeLVFrnBRalFC8PA7GLU6LJ3f2pbnt0GieBaNmRoQsfutC64v5xwWC7QUmJEmDA03lK0zdoGdCvJudkbs2xrpk3JcRd+OTAJV7IBqQpWzH1zPi97HGd8b7RL41ruLo6ZNiWnVYHuhLubSf7aWFVhcq66TublH1EKg5F9cnObjfjHSJk8wQZYPQc8qY97nLx89l+hU7py6Xl2W797EGgiNSZSGxjZQylJ1ktI8y75m64hema6e1boUy5rpifBPWrv5iajrR5RrIPAO9JkecLOtWeTm1cYjHMG45zlvOTg3gl5P2Vje8Dhw0kwbbDffnZKL4m4OhqwrBusc2s7bi3DGm6732Nv2OOH1/b43pVttvoZo+zl7oLnwbrAJnAe8iyi14uZzUuEEAz6KVkaoS7J838awVlUEknDQPfYisZcSbbZTjaJpcFIg+ostxUy7NPdeS58/N1x8C3s0N5brDvBdtpe605xvgIsdXsXEBh1BSWHnEdxlTJFyRHyTMD0qtGfaUPtLGXLc9fhD+dz/v7+fW6Ohry9uclb4zG3x+OwLd7x2fEJnx4f85vDIz49PuHWaMid4Zi6blkWNUVZU1YtkdFrd6rLaBAvTqPqRD9V09LawBWPjWbcS9joZ+swrstCCd3Fn39zFqNSKAxxR5F6tb3OY6nsAYvms99PNjq0bs6y+YrKHuJ8hZQJRhha3zJtTinsknkzYRxtsxG9OPBxRb/qmxGnzRGFXZCoDC3M+uTxIpw8mvAP/+EX3P3VPZqqoT/OufH+FaI0QqruhHeBeuPaO3u/VYXG7/HdQNk0/PSrh/zFbz7jtCiZVzV1F6ZUW8vD6byjob543zJK8We3rz/7+yhQOIp5yWJahMWVf5Yy+jyEjrqGVwoD68LoeMUwuo5ugnjxRUoLRW5ifji+wpVsyLKtKW3TuaCERUemDTfy8brAHpiEP9m6wTuDrbWmY2URmaiVwQTkJiLTz3Zv+ybmZm9Mz8S8P9zBEdwJByYJrm8meY1nA4FAI4V+pXNMoFDFJGqXQfx9pMhofUiett6iuoLMOof1Liy8pKR1La2zWG9pfdfQ8Z5EpaQqWYeZrYqqVajZdw1hUhahRIKST2r4hHzO+V08eRulJcONHoNxTprHRPHlp0PbV0eYSK25QVdubiL1DqPNywu/XzeuDPvEWvP+3jbTogz7gnscSJgYHay585RRllwqvO9p1FXL6emSomxwzjMa5Wxs9ALtJtKkafS108M9nsJW2C7Q7n65T65CgN4qvfusw9QTGRk6I5ExWurnutq9STi/ZF7+J5b134bX4msa+wDrJlTNp0iRoNQYJXrAs/lusX6HfvrfEunr3f091vtg0tRNbntpoFSdV3CUHY3qw71dfnz1Cv04JjNm3Wy4NR6RRxEPZjM+PzmhcQ6jJeNRRlW3nE6XLIuKQS9ZJ4dfpvFyKTcq2wV6NNaGMaSALI7YGfVIossfpKJLZOSCHLXXhZVDwasgdI4szpVU9pCivfc1Xai+eyfxgMsTT60v8balskc0bkokUpSM0Z2LlPOWylXYTjz6IggRxOWmE0RZ34L3oSPLyxdpi+mSL355j/27h+zc2GT31jY3P7hKb5yv+e0Xwe7t7e/uR/R7fGfhPWsHmDwy5K9wfoRAXz13odct1JVWRInBtmHRL4UIlqov7DitFrlxR6W6LBzO110AlVtJtp5KaO7CypxbBXuEzqLztG2LbSwmMkSJQXRuJ4HP7bt0WgHOo73gWjrkej56wet5jExH3Om/ehBnqoOhwlaSw3D75Xf4WhBIYTqry1e5HgVxeaBSXaP1Ecs2uCc674hlhJQxpStZ2pJYGSJvQnqUcDjaEHDrW8K/MloSNAqExEiNFqrrDn9384aexnofEc/5fQcpg5A8TgxpFqO0eqVz/WAjJx+kLOclxaKmN0jJesm51umtdcyWJUXVILvpQi+JiV/B9ekiGGXpK08qLoumsZycLlksKhDQy2M2Nnrr13ZRQbFEdOsFf27zpPEtjW1Z2IJHnSePQq3F4QPTY2j6DEzOQPcYmMdfmUoDtUoYlFRo0X3JEKWw2t/XRPrXygiwtO6Quvm8+/dK65Zg3ZTWT3F+TrvSID11bpaijz9jQuTwtN7ROEttg34t1xGJOl/k3jjHsq5JtObaYIASYp3+7b3HpClGKSKlKNsW6xxKSXp5wngUbJ2tDc55gjC9dy5QEy/yLl14DxcdXUoIQd0G8Y/Rirq13ylB1JuHx/mSxk2o7DGVPcb5l4fMPYkwIns6Ofe7g9VB/jjJ96L3C65UE5bNXYSISNUVhtF4LdgXCGL18pOf957KFcESGUkqM6SQOH9BT/quczPY7PH2j25x58MbXH/3CvkgDReBC55Esv5/vq5Xv8eroxdH/Kv33uL7ey+nNL0IW72M8TmLhaqoOT2Y0dQt+TDDNpa2sWHBdAGEjnAaEr8viWBpW3bue26dRdDWLXUdKI5KKWxnF7oqONqmpWksxbxkOS0YbffZ2BsRJVFwD6pbmqpFRxptFE3dYBtLnEVEyatzyL+rCJ35OAicX6Hh5mlxvsD5EAJ22sz4YvEgaNyQDE2PYdTnQXHAveKAvs7om4xMpaQqpnGh0FgFIh5Vp3jASE2qIsZmQM/kv7OmvFqrdQK41K+iOQ2QQiK0IMsT4jhCRypoQ855vKJq+NknD/j84TFxpNkc5Pzg9i5Xt16TDuhbRNNaZvOSR48mzOYVUaTY3OgRx+Ecs73V5+aNTdRLGDBKKGIZhbiFC2ZqOByFLWl8y8IuOaxOMJ2APJIaIx6LyTOdkKuMvsnPFCY9BrpH3+T0dIYW+rWvzIRIyKIfo+XT1DzXHcMOITSdBJ6ndyCtdlBn7rsybaqdpfUW6YNDn/Xu3GN2NaVsrGNR1yTGkJyh8dbWdnS7ruHTyQmMUaSxoZfFZGk4D9fdub5pAq0K9RppVPjHwX6CwM9blDVl3bzWsKrvPjyNnVK2D2nsCdZfLDRuBYlByx5a9jGy/4SV2XcFHov1Ba2bU9kTnC8vfM/w/kxYNHcxakyqr5DK/LmhiM9/JE/tKkob3t9glytw/mLJv0kWs3Nzi+V0SdpLUJ04DSEQUj73YvA05CtY/70pNJ3nu5Shox38r18+5bkMrHWURU1ZNFRlHQT1zhOnhvFGj/Q5iex13VJ19yvLBmtDiFZ/kDLe7F3Ic/53CbHRvL+7xfu7L6YLfh14/LozWxY1blZyNtT0+RBIEaFlFqhUl31eH84P1hV4HE3ZMJ8sWc4KykVFlEQMN/s0dcPseIGzDiFFKDbqltnxnMnhjKYKAa0m1mijKZcV5aIi7SWkedJlh3iklr+bxYaQKJmgRPpKE6bwOZRds8uztBX71XHoUkqN9RaH56A64UFxQBn1aXyLihU9ndEKi3eexltav6JWhfNrISMyldL/hghUK6qXFPJC9MLXAakk0StQv59GMMoRF3qsprXcO5zwyy8ekScxxU7D7b3xpZ/TdQX+KglcnWkGf1uQIixMpZI0bcgUqqpmfb1umsc5Qy/CRjzkvf5tFm1BYUtab9eFcevCvtq4FutdsN0mnAtXE4/CPv+xtVAkncB8aHrrvI2RGTCK+gxMn4Hukag4FCtCo6XqvutuEqLXVM7LvN8CQ2zuYNTuhe/zxP1FjJJPrqOCfXjIwENA2TlSnbdGyqOIK/0+ZdvwT/v79OOYfqcF9B5mVcVxUdB6x16vR2YeT+NF99nGkcZ7KKuG6awkMppBPyW9wL5/4SuNdY6iCiKjNDbUrWVR1iyq/7yKDY+jsgfMm8+o3eTS99eyzyB+n0H0Af3oA2J1+RPNm0brlpTtQ6b1RxyV/xtFe+9S92/chHnzGam+CpF9pY6Rx9O6hsqVQaMhLmfTubE35E//uw/54p/u8eVHD3j4xQFffvSA/jgnyWN0d1J82WNef+8KNz+4dvkX8AawnFccHUyJYkN/kBCn0bpr9LpQlQ33vzxef50czWnqlivXN/gX/80H3Lh9/uJ5Pi24d/co3O/uMYtFRVO3fPjjW/z5v/oemY7Pvd/v8WpIewk71zdoqtCZbuqWumqx7cuPt2BJG6Nl9koORp6W1s1p/QLvW2YnCz79x7sc3jtmOS3YubnFB3/6Nk3VcnowwTuP6bjwznvqomHZ6UyqZY2zYSqznBYsZwWjLpAz2E7npL3fzemiQKFEGoq+V5gwOSzWV3jCZMN3tqbWhyJi2iyofcvSlmuaiBGavs7YjIcs25KFKDipJxRtRc9kGKE5qacsbBECvMRzaHyvGZWzLJuaVBsy/bvrqnVWui9FyP96lfc3aGgtVdNS1g1JZBhkMeoCHeY3hTyPuX1ri9Eo4+hojtaKzY2cqKNRJYnBXIAu9n7vDiMzYN4uWbRLJs2s+5ozbeZMmhnTZhaKEXe5bLMQaFvSupZFGyYgj92qDLE0xDKmp8PkY2j6YULYfR903yNp0Jc+ZiVCZCj5itdCITm7ZJcIok5wXzm7TqCvbXsu2+jaYMA/v3mDryYT/h8//Uc2s4zNLGQOOTxHyyWzqubaYMCf3bjBXr+/LhgXRR3E6F1uyrJoePBoQlU1GK1Ik5cfsxfXbBAWgJHRbPQzlJSczksi/WKpTe0sTZcCO23Kx9MRIVBCMIpSBibteKGCoq0pbENpgwvROMromVX1Fca9RduwX85CmGAy6BKSuwuZa1l0TiS1s+tJjBCCno4ZRWnwuRev1gXw3lHaQ+bNZzT2VYqNnJ55i3H8hwzjPyDRb5oXfHm0bkHR3kcIzaz+FQX3uQydauVKNYjew9EiXzE12XX/CSTCe7zgwtthIk0+DF2A+5/uUy5Kju6f0B/nZIMUHekwzn3JJiV5ws33r30n2G7zWcGXnx/SH6RovRH4+pH+2laCT8O5sHhdLiqO9mccPJpQFg1/8Ce3n3sf78FaT1W1LOYlD++fcvBwyuZ2P4RorW/n11705zUpZJfd4/zj84RY3e/M363165OflG+CX/vdhjaBAuKdp1xUIARRYtBGnRmBPw8CKWO0zDu9wOXgfEvr57RujsPSVA2Twxmn+yH4rD/OaaqQtjw5mKGMYrilw35VNTTNqkBqKOZFmIgtwlSjKipEZ5e7ej2XTap9FdguCFMQdDKVtRRNQ6QUqXnWabG2gScddRznV4PogroSpIgQKC6TJu59i/Ml1tchNBEwQhFLQ6Li4MgjJSPTJ5ERPZMz0Dl90yNXafBhFILa1TgciYw6UbnupgzquVoN61ygb7jAGRdCEEmFFALn/fr3K3H+SsNjfQgWU1J21+BArT0sFjwq5mynObtZr8tT+Wa1nN8EjJJsj3rc2huTJ53e9RVE6VXdcjIrmC1LZmXFZj8jT8xLKUqvAyth8tkphRRBbN8fJOhIhQR2Kej1EyKzyqUJadfaCYxS66686O6/+vc4GrEVjylsxdIWTJoZp/WU067oOG2mTOoZs64YaXxL4xoa13Y/t09MP852+UPgaKAdlecUKivjiVynXWHR7xLHQ37HsMvvSFVMopKOnqXXU5Cgc9Jdcf/k/huuZdF6LeG9xXUNGynzJ1ymnny/G5xfgqcTjcvVxq4fSwCtC2vjytnObe7Jddd2L+fDvV2qtuWzkxMmVblOafc+pM1b79jr9/j+7g4bWYoHrPM455BSojtGhXWOxbLCaNXlqbwcFy42lJQkxiB7gl4Ss9lvmBUVwzzBvIAnvGgqjusFvzh5yM9P7wdOmXOdO4jhx5s3+HDjGj0dYaTiYTHjq8UJD8sprXf86dYt3jOB97xKib1fTPj/3PslRdvwf7j+fT4Y7iKFpHItx9WCz+ZH/OPJA47KOa134YQnFO8Otvnx5k22kx65iV7RkcBRrYqNV3ChUiIh1ddI9bVnHDS+K5AiIlY7JHoPLXtIYda84IugdTOW7ZeU9hDna7xwiFcQQIZOnFkXumLltnOBSdrsZMHHP/mcj/7+Mx59cbBe0KT9hCSLkfpiC5jr7155bVaXXxeTkwWf/OoBO1dGjDdXlKbXu3VRrLl6fYP+IGH3yojPdh/xt3/58Uvv1xsk3H57h9E449qNDX7+k7tMT5+lGDrnsdbRWkdrnz1J6c5au2kc1jqUCiK21oZubdSJ+4uyxlpPmhgiozs62Wt5C34rYFtHVTTMThacHs6I04itqyN6w+wCu4PoMhr6rzbZ8A2NndK6Gd63KK1IewmjnQFSCkbbA9rGspgsmRzNGGz2yDrnrNODAmcd2SAlySKSPMEsKqRS9EZ5oKRIgdaK/rjH5tXxeiryJtG4wGOOlCIzhtOi4MvJhK0s48Zo9EyxMe8oBxtZxkb6qgJc0ek2DFqkKJEGkw0uxlP3WKyrOipVhZaQm4yx6bObbIWphAjUU+fdmgaSqrCoibriIpaGDTdk1ixYtiU9nRFJs77deaid5aQqOK1KpnWJlpLNJEMLSe0si6ZmUpdEKlgGSyFovWPZ1iyamlQZ+lGM7pqMH0+O+NXJAe+NwnYP44Rh9LtXbKSx4Q/eusJbVzbRShBHhmF++XXArKj4/NExBydzThclb1/dZG9zwCv6UFwKznuqtl3nOUgh1hbejXOU3mIjaJylKBaoSmKUwnlHYx15FDFOEjxQtSHzI1Iq6A+sJdGa1BgiFWxsExWzEQ1pXEvtmnVxUdqapS3Xk4/TenZmCjJj2s5ZtsUzBceL4PFY71i0JbVrmTQzHgrzuKCQhkiYtRh92BUkwzOBgkPTJ1Mp2Uv0c95X1O1drJ8R67eQz6FXWbegbj9HCEWkb6HE4ylx6xwCyLQJn4ttqW17biNvmCTESpFozdubG8yrmnkd9MZCCAZxzDBO2O332M5z4m6QoKTEGE3U0ahkRxv0eNQF11FwaTeqkP6olcBoSWTUOgn36Spq1Yk8KOf8avKIh8WE1j3ON1jahkVbc3dxQqINt3sb7CR9PJ7KtdxdnHBaL3mrt4XtOYQQtM4xrUseFVPuzk/Cztw262nJrCn5ZHbIF/NjFk0Vqm9CF2rha+4XE/qzfVrvuK02LtUFWLlQWV9S2SOK9v4lXagEEo2WfRK1Q6y2kHw3ecgCjZY5kQwe5lr2ad3swkJ46yu8tdT2hNqeBH64yLnMolggiGRMrDJqV9G6prOtvJiofjkt+PLX9zm8d0zaDwuh8c6QtJdgYn2uU8h5yIfZt1Zo2C4FfbmomE2WfP7xPp9/ss9yUZHmESdHPXqDhDSLSbOILA/fV53hprHUVctsWrCYlXjXhat1/MvBKKPXDwm4q2NBa0V/mBKnhjiJWC7rkJj7EsSxIY4NUaxJs5gHX52ce3y1raWsWqbzktm8QCmF0ZLWhuIiiQ1RpMNrt259PnHdhS3qTnaLZQ2eMKY3r5ZT8DqwcumzXVNDdlOFpxenjbWcFiXL+uVObBA6oKkxJFoT6WfD/5q6ZTFdspyVVMs6BGatJhr+2fPxkxAokWHkEPWcbtqL4Ghp3ZTGTXC+Iko1G3tD8m5imPYSojQizmKGW30Gm3364x7KKOpuHC+1Ik4MURpRFw3lskIbjTGKtrU450KR0j9/Ib/unlsbnFO8J5Jh4dp2U4rVZMwotZ58axneV+c9RdOsfeonVcWj+ZxeFLHX63FSltyfzcL0QmsSrTFKoaVEC7G+faw14yRh2TQUzWNK8eq2ENoBjQ1NNtEtzDJjuoRmcUbH18O5Fn9BUWzXp8W6Irj/yZzteMhGNGInGT8xlTiPqqO7LIJIGVKXrCeOkTIkMl6nLT/v/S9ty7Qu2S8WYQKkDUoITqqSqlvwWO+o1k2F8JnVzqLFKvwxfBW25aRaUtiLHR+/rTBasbvR59VY+4+xKCq+2j/l0emcomzYHuXrc+SbRuMcp2XJrK5ou8bxIInxHk7LksZalAwTrqa262PQOb8+XoumCYLkpiHRmjyK1nuoFILUGJRQaKWIz1kneR8mFJWrmTazMPWow/dpR7maNDPmdkll61CkdNOP2rU0vllPQFbd/fVj44M+5AX6j1QmZDrtdB9nCo6u2FhZ75oz4vRIhiIl7cxyHDW1/ZLWHqDl1nO1HM7PqdtPABNE4gwAnni/VMcAcC9IsE+681isNdt5zuFiydFyuX6MzSxjnKZEOkxrlZDryIuyrDsnKnDWo7SgnyWMhhnRBZsCFy42mtYy6SzbnAuBVbNlhR05NgYZ5imBmyNchL+YH/EXj37DB8M9/u2NHxDJ8CLuLSfcX044rZf8x0efoIXkSjpgJ+nTesffH3/Jw+WUaVPSOIuWitpZHhRTHhUz+iYm1YaeiZEIHJ7DcsHfHX6J9Y4/3LzOTtJHS8lpVXC/OOWwXPD3h19SW8uVdECsLse5s76kdhNqe0xtD7tu/8UQFvC9dQjRq3YVvykIJFqmJGqPRO2x9PUlXLccjobGnbJs7obOnc4u/fyJzMj1ANscU1N2Frr6QuGR5bLi0d1DrHP88M/f49b3rnPj/Stkg2xNu7kIxrvDb22s0TaW5aLii0/2+fUv7vHxLx/w5WeHHB/OOTlekKYRUay5cm3MtVubXL+99YSmYjErOT6a89HP7/HJrx90QTwOYxS9QcoP/+gW73ywR5bHqBcsLF4nqrplMi/48qtjPv/qmF4e0e8lLJY1RVGTZzFZatbUmaoODkZaS4xWnb+3oKwaIqPJs4jhcxak3xTKtqVsGoxSIfhUSuRT1Jpl3fDLBwfcPTm90GOO0oRrowE7/ZytXv5MsVF3blRVWWNiTdO0HO9P6XeLDiWeb+MpEGiZE6tNlLh8V9X5hsZNaewE6wryvuH6e3s4u7LjlWij6Y1yNq+MMJEm6SX0xznj7e5CKQRSSaSSuDOFpVhZ9wJJ/vxCyHnPoq45LUsezecUTRMulEqxqGvKNggljZQMkiRQo9qWXhRxbTCgtpavplOcc2TG8GA+55cHB+zkgXp5vFxyUhQUTcOirhkmCYMkoRdF5MZwUhQ8WizYzDI8sL9YcG86pbUh22OYJPTiQO+1PqTzFk2DkpJeFHFrNOqKjS6cT42I1JjWLy5hyBFg/ZLSPiJRt7iR7hKp5NxU9hdBCcnQ9Ml1FrxwhERfgMbk8DSuXS94Guc4LOZkJuLtwSazpuTjyRGtcyTKMIhi9rKMcZwyitMuz8OzneZspz22kpytNPudpFC9TiyrhgfHM05nxQuZJW8CVdtyfzbl3nTKvNPZ3B6Ncd7z8fERznuu9vukxuB98KxorO2awjBZzJlUFbPuaxAnbGYZoyRhmCQk+mLrMiUkiYxRkaKvc/birTWNajX9KGzFrJmvi4/TJtCxTuvw86INxYi9ZF5Q7WpsaylsyVF9+gydKlExqUrWBcjI9NmMRtzOr5Om4ZzrfU3dfkXd3iUxP3juczk3p2x+E9w93Q9ZLbWlkERKI4Wk9YGAqaVEvcSKdkVby+PoiWaUUSrYtTtHJS2ZMUgHk2nB/uGM+aKiqhqa1pGlEVubPa7ujS6k14DLTjaso25bmtZStxYhOg71ObdfTR0eFFM+mhwwjDLeb2taqTFSUdqGwtYclgtO64J5UyEQ5CZiw2b0dIyWinlTcVjNGUcZlWt5sJzwqJgxilJ20j65jtY6jqOOQuXx3Olv0tMx0eq52obTesm95YSr2fCZavYC7wCNm1K0D6jdCfaSFwQpDJHaIlE7aNl/rkiocTWlLcN4WyXP8P6+Cawsz5RIg5uU3qOy+7TMLvEonsaesmg+x6gRqb56aceVVdpnpnoYEeOwazrWaiz6vMNKGUU2CAXOaGfIzq0tbn5wjcFmD6UeL8S+6zx/IUApiTGBA2ttsBHVRmFiTRTrtf5kVYSt8g4OHk345KNHnBzPUUoipMA5SdtYZpOC+18eYYzi+q0t4m/I7acoG45PFhwezzk8nmFthlaSxaJivqxoWkdVN13Qp6BuQpc7jg3WOKg6bVbdkiZRCBi9uJPxa4fznv3ZnPuTKUpIYqO4Phqy038y0KtoGn5zcMhPv3qIkuLMefPJDfcEke9mnjEtQ+dwkCTrhekKq8TwqghTjvAeyCAQfylWNKoBSmQIDB4LF77gOqyvaNyc2k3Ik5LeuI/APMHqS/KY/vixe4r3PkwqnnPsrROexcuPS99ROeZ1zayqmNchNFFJyaKucd6TG4METopizTO3ztGLIiprOSkKlBAkWtNYy7yuGcQxdELrqtNkKCkp2pZiPsfnObkxNNayqOvg/OI906riwWxGHkVkWjOra2Z1jZZy/feybYm6KUtzhkIohCaSodgo2/0LfgaPYd2Sst0nUdv0zY1LNbHO5gnEKuJyc67H52DnHcu2obG2e9/sWp+xWsCEyV/CIApfPROt6RiJ0ujumPeXdFxfmdfMi5rJvGBR1rRdF9ZoRZ5EjPsp3sPxdIHzMMhjemlMnkTrxfpkXrB/OqdpHUoKhr2UrWGGfqpx4DoXqPuHE+4dTtjoZ2wMMvIkInvqPNq0lgdHUw4nizC97aYPSkqy2NDPEjaHGb30xe/8vKg4nCyYFzVV0/Lru/t89uCIRdmQRoaPvzokjQzZUwu/K5sDbmyPztW1ee/DWq6xnC4KJosyNHdauw79SyNDnkSM+im9NOrs5z1l2zJvaqZlRalbesuIxjkeLeZESrHXC+e/yoZCNNEa5xxl2zLrmgTLuqFoW5QIx0luDHE3EXwZf2EVNCkFIRfmKcrfilnTuIZ5u2TWLtbC8lXhMWlmzJolS1tQufoJzceTGpAmUBHP7JSW8FnWNHDOKXc1zRh2+R5D02cn3mBgUvaSIXiHcwusO8a6Q5yb4tyTtONQPjhad0xjH6JE3plBrP7ucd1EPdNmfY4zUp17QTxcLNifL9ZTWNud58L79eRtIyW5Mx6zneYoJdaT89XtQv5GTL938ZDTCxcbUkoirTAqCELSyLDRyxj10mcORoCybTiuFhxXS07qJT85+pKjcr6mGpS2pbKBApWe6apKBJHSXEkHHFcLFm3F5/Nj9CCEvNwrTnlUTnlvsMPt3ia5jmmdZdoUHFcLTuolh+Wcyrb0TYxABDGQfTwuu2x6BN29glbjExp7eul7B63GFVJzDSWf34ktbMF+9YhEJuwku99KsbGCFAmpuUbaXmNWf3Tp+9duwrz5lNRcvzBncgWPo3RLSrdkw+yQqoyj+hGNqy/0SIONHu//yVsc3jumKRsm+1MW0yVxFpGkQbPxXYcxCtlLuPXODtt7Q0ykOXg44fqtLf7kv3iHze0+vX5KkhqSjvYE4WLYtpYvPj3g7/7yYz788S3++F+8g9YS7+HR/VMePTjl6GDOyeGCJI3Y2h18I69pWdQ8OpiyKGqUksRdsqz3IWRLKRkWzdbRejBaYkxEmhiMUcFit7P/lXJFV/r2CkbrPJ8eHvM3X3xF3Vpio/nX77/9TLFRNi2fHZ7wk68eEHfn0fMsPm1HDRplKdOyQkvJrY0R/eTJi2mSxWxeGdHULcePJsRpRH+co4xCyJcbHwSdQIKWGVpmWFfguExekO8opftU9jCkOAvz8o/i6/59/ewEupRzREphpFwv6BtrGSYJN4ZDjFJ8cnzMvK7JjKFsW/YXC5puETyMY8ZpSmUt21nGVpaxlecs2xYlBFt5zvd3dngwm/HJ8THDJCGPIrRS64u1J6Tzzuuam6MRt4ZDPj4+5t50SqzDItp5vw7MWhUwK4RG1IhIjl9p2t36JZV9RONuhJDFb+hw8H51vQ4p5YfFEk+gqtXW8tn0mNa70G3tXJekkJiVve2aFBuob8u2ZlqXnFRLBlGCuaDwvmkd+ydzPn94ws8/e8AXD09YluE6McgTbu6M+MN3r+G9529++SXWOd6/uc3bV7e4tTdeFxv3Dif8xU8/ZbasiIzmh3f2+Gffv0kvfXI7rHM0reWvf/Ul/6//9Av++P3r/Mn7N7i5O3qm2Cjrlr/+5Zf85c8/Z15WlFVYLCax4fr2iPeub/Fn37v50mLj4HTB//qLL/j0wRGHkwX7p3P2T+a0rUVKyd1HJ/zNr75EPTW1/9//sw/4P/9XHxLJZ3MjPGFCcjRd8o+fPuCXXzziaLLgdF4ihSCONFc2+tzaG/Ojt69y5+omsWFdPPSiGAhi4ZMiUOes8ySRph/HaCk5KQpipcjTlKJtg7WqdWTaBN2seKy1G8Qxe73eM42VV4UgZMb0TU6qEjaiYSccX1k9t53uo+iKkfm6GJmuvtrwvbI19SWYLK23OOs49pZpM+ehPOSgOuLtfAfX28X7GutOcK7ofp7SuqMnPx9v8b6ktY9wboZQEZxpkrfOsWwapBBspz1SXbFo6vVU8Gk152+OjviLzz5nUpbMqxqt5HMniHkUYd5VXOn32Rz3wvnOOsqqwRhFlhq0upzq+VKTDX+GC7zy9rXOnSvYbb0LO58PncdUR2zG+VMFlyBRmr5J2Ery9YU3koqr2YhFW7O0NZ/MDtmIc2KpOC4XzJqKUZRxJRuSdMKY2tm1+1SkNKMoZRg9SREwUpMozY18THTJMa3HU9tDFvWn1O70UvcFUDIhNVfJ9DW0eFxstGv+YEPrGybNKcfVIT3do6f7VKKi9jUKhZYaSXAIaVxN7epO9KfX22i9xXobHBGExsgII1+NrqVkQqr3SPUVlMwIu+5lXKmmwZWqPcT7Fk/gKF90mrC6HDksja9xl55GQTEvmZ8sWEwLikXJYKNHlEQh9+EC23Ht7V2uv3flW5mArGgmJtIMhhmb233iJKI/TNm9Omb3ypDhOHsmC6SpG5bLmoOHE+5+us/OlSFXrm+gTbjgz6cF82nJ8UGYVBXFZUMpXx1RFHy5jVaMBinDfspomFGtAuG6t9na4IARRZo40kQmuG4dny6p6na9ULEudKuVlN/KdCNMNhZ89Ch0Frd7+Vo4eRbWOaZlxbyq2MhG7A565FFErJ+lWx0tl7TW8XAy49FsHjzUX4QzRUtw93nxZCD8TSFEhJYDYrVJxSHOXW4/sL6gaB+Qto+6ie2Ls3Redgxd5hhzzjHvOqSNDSSIquOC++6xenGMkXJdFPQ7WtPdySQ4ISYJozSlF0XEXQEgOjclYK2t2EhTjpZLiqZZFzNF0zAryzBV6Yoc5z2p1ozSIIgumibszlrTdp39XhQFPvoTxUZErLaI9fYraWhW7oG1PeXi06mvB9V1U0dxipZy7TwFglGcBLe57lpx9jo8ilMyE60XOavPfBgl3OyNGcfZhe12XadLO5kt+dXdff7p80d8dXDKyawIC6nOKed4VvDRlwcsipqffXofoxXjfsruRn/NQwdYFDVf7U84mRekkebq1gDrnr3erXRa+ydzfvH5Q3ZGPd69tkU17j1zWykEaWwY9pK1Le2j4xn7p3O8h0GWUFxAxyWFQHc62STSGK3W3Xutwu+zxDxDt4zOoVh572mto24sn94/4qMvD/j84Qn3DibrSbEHqqbl3tGUZRXof4113NwdkaYRG2lYD1QdXdF3a7BBHDOIE7ayrJvgOWKlGCUpSdvQWkcTu7Wo3HSFeOsdm1lGZp59Da+C9fkQQSQk0XPWQK1rKV3Nsi2YtgvmzYJZu1hPQ1b/LmxF5aqg93Atbaf5eHIa0mWBdMHDFo91NRV00w/Lsj2htQchSbz9gtY+pLVHlM2vuunyWTi8b2jdEUqOMGoPcYb2KhDhnIXotBovXpudFiWfHB2Hc1oWKKfPK+gzE5EavdZ3GhOOpbJqyNKIODKXtlm+cLHhvA/J4R2No6wbTuYFAONedi5v0BMKh75O+OPNG/y7Gx8+c0GRIljgnT0hGam4no9oveNvDj/nq8Upd3objKKMWVNR25ZhlLCd9IhEoEkBnWVZzG464N/e+CE38/GTz0XohOYmJlGXXYCvJhufvtJkQ4qYTF8NLlRnio3GN0ybCbNmysLOWbThy+OZNKe0vmXaTIhkRE/3iGSMkYZpM+W0OSFTGT3dX4/UCruksiWZzsl0j4EZvnqxIRIS1RUbIiNYM1ouWnCEYsNSdfqWlb3jRSCQxColtimnzRGNqwBBqrILXYiKWcn9Tx7xyU/vMjmc4qzjJ//TL9ZheELIYFv9ksf67/9v/zXX3t37ztOtzqIsGk6P5kxOlpweL/j5333Bo3un69dQ100n3IPxZu9VxnyvjM1xTp5GWBdOjloFOz3n3dmmzfrkKVccVCmo65aybJjMwnnHA60NNIDYgPwWeN7ee6ZFycFswfeu7HBnc4NB8nwdRD+O+aMbV/jxjatcHQ2eue3hfMFH+4f8Zv+Q3+wfcVqUtO7ZOX1dNUyPF9jWkQ/SYEfYWGx78Q9TCEmkRiR6j9Ytabicu551BcvmS1J9jX703qXu+3XRes9JUfBwNgs2ml1BsaISrig5K6TGcHUw4KQo+PTePXpRxNsbG+z1ekRaYzvB+LSqOCkKyk5foZ467sum4bgoAiWh+zpYLqmsxTx1e3FmQbXsqF1bWRYmI08UGzGJ2iFRu8hXcChs3Zxlc486OumoF28eRik2kox+lNB0Vpty3QKgs94kUOLO3k+qYJH7FK/8Wm/IME5IlO6E5i9fcDrnmRcV9w+n/O2vvuRnnz5gc5Bxa2/M7d0NRv2Uqmk5mS356MsD7h1OeHg8ZWfUW9OZ3jSSSPNn37vJ+ze2KZuG/ZM5f/HTT/noqwNic/EO/rif8ofvXOWda1vUreXnnz3kf/7JJ9RNy7if8e71LT586wrpU85t17aGmHPiCaqmZTIv+fuP7vE//eRj8iSinyXcuTLmyuaA1ob39ld39/ly/5RFWXM4WRCbd3n/5jZX+n22s2xtwrP6vF03yUp1cJEcd4V3pDTOOzbSoHEKl94n94FIqQvpMV8npFCkMiaKDD2dY+Ngi7tq2rbeYl2wyV22ZVeEzJm1C6bNgnm7WP88beYs2iWtLc5/Mu9wfkZt71M1v6RsfknVfkZrj4G/omx+/cTNBQKERssRkXmLxHyAkv31342U9EzEtC45Lpcs29AsWtkJP/1Ots5RtS1/fO0q/7u3317Tec+DEpJRmgSxfBsmGqfTJSeny2Di0tkZX8YL88J7+4ofJ7rWWaBVacxzUiuNVOQmJlLBozxRhmGUkuuIRHejxhWPtttBV5Ai5G/sJD0EgkldcG85oWjDyGgjzujpZF0wKCdJlQknKSm6AidmJ+mTqMeVsvMhpTR4KV/sLQrdgxbrllT2OLhQ+cVF3zZWbiNG9olXLlRnuleNq5k0p5S26CYRBo9naRcc1Qc47yhdSe0MrW/IVE6qMipXUbkS5y21r9dTAO9dl2ESUi8vKxR8cssVWuYYNSJWmxg5oHGzJ3iDL4LzNY231O6Eyh4AYOTF6DpCCIyISFSK8xYn7FrDsRq9vwgmNgw2e2xf3yDrJzRV0+kd/OoJLlRA6G/R6ehVYdvgQuWcC97nw5SdK6MnbiMlRLFhNM4ZbVwu3f3rII4McXQ2mfTZ26w6NKsT2bpI0oqNcY4nOHWFcW4UTpjfUjHoCQLxeRVsUzd7Gck5iwglJb04YquXcW004PbmmBvjIaPsSUrlIImp2paD2YKqtSzr+tzualu3LKYFddUE+0EEzl3MFnoFgSJSG2T6WtAKXMwufQ3rlxTtVxTtvZC54VsE6hspzJUIVo27vR6mm0g0Ha1qZeOY6mAmsdfrracOk+64j5SiH8dBBCkE/TjmxnBIL4pIuunErdGIzSxDdo93azRinKYYpdjOc97d3GQ7y4iUYjvLSLRmkCRrZ5dlNwmpOq2G6uhF07JkdKbIlBgitUmittEiR6Av1dSxbklp96nsAY2bIFBIEb/Rz0GJ4GAXSY9DnykzHmO19S+btAHkXZjf6lYX2fbWWh6dzPnswREPjmeUdcu17REfvrXHje0RgzyhqBoeHE2ZLysOTuedI5LjnEPqjUBKydYwZ3OQ0VjLIE/45Rf73N0/RV+iM5zGhr2NPq0NjoKTeUEviSiVZNhLuLY15P2bO/Secg5MjF475J3F0WTBZw+O+eLRCfunc3709lU+fOsKt/fG7G0MwiR2WXUOpJ7DyYKPvjrge7d2ubY9JI0N6dOBsutpQoD3nkSfpW8pkjOfMTxJ9flW2ANCgFAo1BPTj7BWtLTO0viWwpZrBoklFCG1a6hc3RnXSF4aESwEQiQoOUSrHYyb0tpDwGHUVbTae+rmEoFGqy1i/Q6RvokUj412VpEOuY7YSFJ6NlwLh1Gytr0+izyK2On1sN7z5WSypnQKeGaJo6Ui1prcRB1l+fG0ccVyuiwuodkQGK0wStK0gjTWbMYRozzFnGNxmSjDRhRoUrVrOenE2XvpYF1seKB2LbWzJDwOpJEIUhUxMAmpjrDe88X8mNOoINcx4zilZx4fVFoqBlFKT4fx7awpeVTO2Ep67KZ9VLfgbp2jtE0IXFHnnR7Ph/MVjZtS22Mqe3gJa8JwQVcyw8iwYI/UCHHmbW9cw7Q5RQnNlfQay3ZBYZcs2gWlfUgkw4J7NeFw3qOFQSBIZErpCub1DCMiIhnT1336ZkCuemQ6/5qaDxEKDpGT6l0KvYNrKtoLcxddRz87YdHcRaAxss9FF+/BAz4ljlKsb5k1J0+ItF6E/kbOez9+i50bW7jWhoUY/skr4AW24+0/uPVbm98QdfSrH/3pHf7lv/7+M3+XUqC0otf/bua9PP22a63Y3R6wMc67gCMR7Lcv4fX9+hEoCZW1aCUD1/Wc0bSWko08ZXfQp58kRPr8Lp6SkjQygQJigxHHeePxtrGUi5KmalFGgXx5Af40BJJYbpLq62j5m0vdF6B1S5btPbLmKxo3xfm6owG9+QlTpBS3x2OuDbrmxRkXKwjvd6IDDeC9zc2w6O+conbznHGakujHznbbec6fXLsW8qQ6MeuVfp+oE6zu9HprV6tISrLdXd7Z3FxbSW6mKW1X0GgpuTEcMohjfrG/z9FyyV6vRy+KOFgsWNb1E+m9a82G2sTIPkokWF+cQ6s4H60vcLahtPuU7T5SGyIV8U01SZ5eZJ3dXS9zWF52a5vW8uX+Kb/+8oCiatga5vzRu1f559+/RRxptArWneN+2gW4Cg4ni+4a8A2Ocwnvg1GK2ITtkvJyDRKlJGkcrffxNDZhKmyDljaJDf00ekb7cZ7zogfuHU35ycf3OZwsSCPD92/v8d/+8btksSGOdMdeaYmNpp/G/Id/+Jj7h1PuHU64eTJid9zHZPFLjVqe/u3L/v1dgfW203MsmbePv2btknmzZH6WatUuKWwZHKpeQPUOzdtNEvMusb5BYt4DoWjarxik/4Yk+vCp20M4ujRCpkhihIieuc0oTkm1weE7nYp6onm/wkaa8v7WFp+dnPCXX9ylH8X0O0eqp3fFXhTxb959h+08sJbS2NDLYrKumG3adh2YfVFcYrLBWnzUtpaq8VRNuMCOeukzF/swxjZcy0b84cZ1tJD87Pged6NjhlG6PtRzHdEzMdtJj6SzohVCoLtpyG7SZyvJOSjnnNRLbvc2ud0LTlOrZ5RCEEvNVpLzveEuJ3XBl4sTirZmFAUbPY8nVoa8045ESY+LOqDWdsKy/YranlzC/nW1bYZYbZHqvc7u9mnXH7/2dS5tQeWq9Q67zizBB89pofE45u0sdPsJ1XfjGoSUaDRKKhKZEquYSH49h6GVK5WWKam+SqLuhQ7opSY7nsadsmg+I1Ijcm5c+H61qynsAkHoNLS+RQjJKlfl2W19jLSXcPXtHTa6jv6qtrjsyW20M7zkPd4cRMfbBWibFmvduR0GE2nyXoyJNAgwkSLLY5LOKncF2zqc999I6uwKF7m+ns3qOftdSkESm1dK3H1zEIEzrRStDcFwZ52GVsiiiB9e2WW33+PO5phhen4YqvOOqmnXRcaL3q7VlNl7j3ACLy5nwyCEIlKbZPp61wSQXIbz77G0bkFpD1k0XxDJIYm++oQm7U1ByVDYPW8Kdha9OA5ThbIkM4bb4zGDOF4XIwCxUkRp+rjLqjVnzbpXHvUrRFrzxJnhKVHramKy2+vhvWeUpiRdarIU4gkRbHDWCdPvRO8R6x3K9iHWPxuKeT4cztdU7QGz+qPOSnfMqwSpruC9D+eH1QhAPFbs2dZ1Lzks4H13G6kETW1ZzEuklCSpwXSL/pc3fS+/7LTWczJbcnA6RyvJuJ+xM+qxOcyf2Be8h+vbQx4dz9YL6W8Kj1+WeOzeKS6aFvUYUgjkmUnISl8kOraJkmKtU3kpPJxMl3z+8Ji2tWwNc3bHPXbH/fA83cLIaMW1rQGLoiI2mmVVczxdcjRdMuqlxE4zrcugh4piYvlYO9p25y4lZNAvOL9+/SvKoxIyOE99A40i5z2uo0U1ruma3F32Ruc4Va81GGFiUdmawpYsbUlpq/DV/b50Vfe9prIVpa2pXI31L2oQCISIOypUH4QhNT/AyB1i8x6xvnWp17TWOHcTipehaBoOu1yNrSyjH8dBxyaeLRWzLuMpUOMCpdkYRZKEYvSJXKcL4uKkwW6nds5TNi3TRcmsqGlay+6o/wz/UBI25N3BNkZIfnH6gL86+Kxz7whjGCkE3xvu8b3RLonUbMZP0jkipbiRjzipFvyn/U+ZNzUfjq6ui40zm4YSgt20z3+5+za/njzi56cP+MnRV91SPpw8r+djvjfc4/3hDuPo4l7etTtiXn/SCfAuBynizj72+rkXYSEkRkYUdsl+9ZDKVlS27JJeg2jeeksiE3p6QGkLTpsTgle+Xoum14UXoSj5OvSppxEscK+Rmq+YNR9dWoNY21Pm9adk+gY+vlg1HPQnc06aQ6xrcFgkmlTleO/C16r2P2eHj9OIzWsbOOu6C2XHT7zkeU1/wx7mL4JUEt0F6FRl0F2chyQ1IPLg3lS2TE6W7D+csLUzWBcbzgX7WNta4jT6RguOy2AlgjzvhPhdgCAsRHtxRNm2HMzmFFvjZ243SGL++Z0bIW/AmHXH/Gk01jEpKxZVjZQyOH6cNwHRkig2oeB0HofraJQXLzgEilhtYs0NjBwgUd2hfdEDPMgga3fCtP4VRvaJ1AbwzeeevGzfWDWwRknCbq+3TtK9zGNcFkZKbo9GbGfZOnhwK8/JjCE1zxbMSqZk5gZF+4DGTbD2osVGQGkPOa1/gVFj+tG7X2vbV+eHpgnnmJUVqnOOqmzAQ5KF80bTBP2XMZr5rODBvVO0lmztDMj7CTIxXM635mKw3jMrKqbLijyJ2Bn3SGPzzDNFWrE5CPa0kVbUzSX5gr9z8EwXFQ+OZox6KXvjHv0sfsbJSklJP0vYGGQkkcZaz3RZcjovgli4bflqPqH1jpu9ETJahWoG989Anw96qNK2SMJ0x/oQ7hcrTS6jb+S87nE0rmVpS2btym1qwbSdr0Xgs3bBrJtaFK6idg3WhaZuWLeG7w6P9269ll3Z4vpLJJUDSJGSmO/h9W203H6Drz5gf7Hgpw8e8uHeLv/1nTv0oogsCg3ppy8xWsrOvrgLB27tutmXphFpEoUmwiVwcRqVCDSqXhq6SUYptFZkcXTuYm+1ONiIM7SQOHwXPmI7t5aQ7norH7OV9Ej1s114iSTTEX2TEEmNkS2jOAuTCfVkZwjClORGPu662IKTahmcAXy4LO4kfa6kA/omubBmA6CyR8yaT2jcyYXvs4Lqio3MXOscnZ5ELGM2ok0qF5wsWtXS0701hYhu6hGrhFzllLYkVnGnO1GP3aekRgtDXw+IZIR8jZa5odi4SqKuIEXC4x7XxdC4CYv2c2r3w2DnhgReXBWH4kChhUFK0U13NLGMUUKFRdmipG0deRqTRHqtzbG2OylIQW2hKOtu3w0dTucdUsrn6o2+q+gPEm7e3sI6z0f/dJ/9BxPGmz2G44zhOKM3SOkPUpRWJClcu7XJ9//wBs55fvGTu/QHKVkvDhQkKcjzmN4gZXO7TxSF46ksah7eO+Fof8Z8VvLVF0ccH85RUvDrn9+jLluS1NAfZmxs9Yg7X/fT4wUP758wOV4wn5Xc/fSA+azkwVcn/OzvPme0kZOkEaONnNFmD+dc59ATBOArD3qjFVpJmtbStJZl1dC0ljyJSCKD69KhnQulZhoboksILV83hBBs5BnXx8MQ3PfwgO1+j3GWMkgS8k6fopV8Rp9xFo21LOuG+5Mpv9k/5GC+YJDEbObZuTTVfJBx5c42TafNWbWeh5u9S7AzBEomGDkk0TskepfanlxSkxaMIGb1r4nkiNzcRok0mEFcQOT7dXHR41cJQWLMujh8utB7E+cBKQRZV1gum4bWOfIoInmmgBTdNmbk5jZlu8+i+Yyao/Mf+Dlo3Amz+iNyfZPKHmPkACWeZR1cBNY6Tk8WTE6XNLVFKslwmKK1Yj4vaTr76ZV1kexyX5aLipOjOVkeMxzb9dTjTcB7T1W3lFXDME/Ik+jc4lxKQRIZ0vU14usVG49nad8sFet1YeU0NVtWHf/e83e//orT+dPZYeE8ezhZ8PB4huvyTJZdjon1wa543oScjJOqwPqQpbFo686wJ6L1jkVbo4Uk02Hi5/BsxKHha5RcN6cv/BpWrqj4bipx/lfjGirXULua0lYUtmJpC5ZtwdKWLNuSwoafC1utJxnBHfTV95OwPpNEMiKWhlhFbEYjemfCjYMeYxPvLfKcteHrhhKBIqqEwJ4plgScsyt3jBvrmM0Ljo7nLIuQIt62jvYVdE8XvkorKUmi4K07zFPKumFe1vSS+IXd30xHa3H4h+OrZw5UgCDmNt3X0xAivEGxMsF3WyrGUUbfJOcWOJHUjOOMnom509/CevfE82nx+Lkuko5Kd9/KHjNvPqG2ly82pIhJ9BUyfR0lnt2hUpWyl1xdTyhW3g5rwTfgfViUSaG6Svq8g0Csd3Ap1KX52y9CsMC92rlSpVy+2JjimobSHuFogoj0JbxuIQSxTOnrs2QFjxYRWkbUtePB4YxFWXNls8+4n62na2Xdri0NZ8uSRydz0thwfXvYceEdkVaoxFyq6Py2Mdro8d4PrvHRL+7xD//rJyAEaRpx+50d3v5gj1tv7dDvnImEULz9/hWSNOLXP/+Kv/+rj3GOtXYlig3vfLDH2+9fIc0iBqOwby5mJT//h7v8+hf3WM4rTk8WPLp3ipSCv/5fPuLup/tsbg+49c4OSXpjXWwcPJzw1//Lb3h474TlouLw0ZTTowWf/vohTdOyvTtkc7vPO9+/Sj5MaWyw0TM6pG4XVUPVtPTSmCw2LKuG2bLi8HTOvKy5stFno59Rd4GidWNRUrA96n2rxYYUgt1Bj7e3NvjH+4/4eP+IzTxjnCbc2dogi57ttJ6Hqm05nC/47PCEn331kGlZcm08ZG/Qe6KxssJgo0fWT55ZzGmjL3XRFmi0TEn0Hpm5ifMtrb1ksWEnTP2vieSYcfKHRGqMEepr0XheN1ahYXD+JPRNQQqBUYp+V9w8LwQXQMucnrlD1R5wJP63Sz9XbU9p/ZJF+y5l+xChJUq92pSpbSyH+zO+unvEYlaijeLWnW16g4TTkyWzaUGxrHDOE0UapUNX21pHVbYoLV9qxfl14TuHzKoJXfTIqGe687BqlAaK0ev67H87y4zHaK2jqOvg5nU05dMHR8+wU1bSltZZFkVNHGmq2lJUbRCOd3SpWVNRzBqc9yybUHxMmyqYOEQxrXNMm4pIakZRSAg3UtH2HcMoRXYNxctiZfW/aIvOEWrOtH0qJ6P7CrqKisZ3AX3edxOLZ6cW7pITivOgRBCcj0yfoekzivrsJluMov6ZW0mkyEGs/bneKPpJzPXhAOc9nx+fMEgSBkl8roFArBQ9E5FJw8npkof7E2bzirqxGN1QVU1gjVwCF8/ZoButtiFUa17UTJcl3tOlc4Y36+mNVkKiRBCt9MzlPMQb5zgo5+yXM4YmZS8dMIzSc+kH0PEau4IiO2dSclk4X2N9TW2PKNoHtO6SLlTCoGWPRG0Tq61zPdSlUERdEfHkvR/z1lcuTPCkjuO8278JCDRKphg1JFZbGDmkdTM8FxPKO9/gcdT2mLJ92DlbjV7ynJJUZUjxWH4Y7BUVRhqWzjFfVhzPlghgvqwRIpxEl2VNHBl2xz08QUhY1aEDrDubzGEvRasekeHcg+27iP4g4cbtLYSAODV451FasbM3ZHN7QJqH/Wv1WkYbebjoO0+aRljr10WYNoqr18dsbvdJzjiYmFizd22Esy5YzRYNi3kZHH6GKf1hSn+YsbnVD5qQDnk/4eadLQbDlLpuKRYVi3lFkkWP7zfIULHi4fEU60J67SBPGCrFsmo4mS2ZFxVGaxZlzaKoOJ0XFHWDEIJy1U0lfM6R1uc6NX2TUFJwbTTgD67tcbIsOF4s+ezomMZafnNwxN6gTy+OyCKDUXLtiw7BsKJuW5ZNy8liyf3JjM+PTpgUJaMs5QdXdnhne5P0nGJKG9U5pb06VvtJsOW+ziB6n8oeUdqHl3qclXZj2X7Fcfm3eG8Zxj9c60C+C8dWcOh7M9vhvaeoG8rGkkWapJtmrV63tY7JsqRuWwZZQh6ff22SwhDJMYneJTVXqdwRjZ1wUfe/4JpoWTSfc1j8JePkxxg5RKIRrzLpFo+/ex/cn8qiYTYtmM/K4HbXZQEJBE1jaWpLVTW0jX2s93hDCDrSwPtfOdS5cwqc0KH1XTf2JdskVvd5Pqx1VHW7Tin/bYSUAq3U/5+9/36S7MryO8HPFU+6DA8dqRNAoQAUSnVXs0kOxzgcG9JW/LI7f+Wardnazk+zw53hDqdJNrurSwFVkAmkzpAerv2pe+/+cJ97RGRGZkYkMgFUGU6VI9LV8yfvu+ecryAJJWGgWe00WGm+ODFtxCE3tla4st4hPXUOO+eWSnDGOaT0HiwLzueiwwEwNyWlNQRKkZkKj3A5+zuV9WiN3BZ1h6KouxOlN9c79VpuirorsehOZOd2LbLalO9VvLpOh6g7MJEMvHiPDIlUSCTrh4qIZUisImIV0dAJDZXS0AntoMlq2H1qiQ7rZpTVEyp7gLFjnPMdJiFCpGyi5SqB2kbKlieLv2LHOKoV+ASQG8OkKJbqrE8fg1hrcmNQStJuxWyZDivdCmsdUaRpNeJlofGicfFkw3qc3bie4B2NZvTHM65Vhu2e52y87qG8tBUPpsfcmxyxlXS40ew9Y9T3JsO4gmqhQlXtcxkNc4FEirieoK8Sqt5Lq/nPX9Z3fbMWSMKawLhJVK1hXYa5sCqX51iU5phpeQ+BukCyIUhUg/iZypxAIrA2IytKBuM5RenxhEVZMctKxvOMjW6LbtOTcIUQjGdzDgYTr9YQKHbWOrQbkVcGuaQ5zXcVaTMmTkLWtzp8+MubS1Ks0t6rQj3lit5oRCRJyEqvwQe/uP6MGJeulZzUqc5koxnzwS9u8O5ProJzWAeuhulI6UmKUkqUlgSnJrsbWx26K42lVKKzNdRJevKilH4/P+mPub8/AE6qvt1GzCwrOBhM8YOv9/HJCk+UNsa3bUfTjFYSeS154RVavmkF6puGFIKr3Q7NKGJ3PGF3NOZef8DvH+6ykiasNrzU7XqrQRoGxLU8t3Xes2GYeY+OvdGEx8MxlTW0ooirK21+eW2HdzZWScI3S4gXIiDV1yjDCcP8k1dYgu+Wzasn7M/+DxyQBtfQsvG96m68qXDAOCs4ns5ZbzeWycYiSmPYHYwZzjNub/Sem2z4LlODSK3TCG7U/kQZlb24czE4psVdKjNFiZRO+B5CJJe+9wjhHaQbjVqtRvrrvyhKJuM581lBs5XQaETEqS98zGYFRe55HlVl33hnQwhBqP1kedHlOC+Z8EXS5yu7nSxw8Y8Xr3dlLFlRUVV/vsmGlpI41Ky2G2x0m3z41jY/uvZi3oBWkmYS0U4j2o2YmSuRgmVBUEov79wkWorylNb44yQUs6rkOJ9ROosxbml0+fT8xovl5GccvYfLjsWYYeH/jqsZUzOrIUF22ZE43ak4ee5ey71CCg9fb+iUbtBmJWjTDRd/W6yEHbpBm6ZOaWgvm62QCCGRQhKI01Nu5037zDGz4jfMi99RVPepbB8AJVsE6ipJ+AGN6F8QiqhONF5tTPX+J3p5jRS1Qel5kQYBhTGEgWJzo8PaaqsWo3FL/tZleZ6Xkr4Na0O0srJIKeg2E1o1Dv51TNeMtRwXM/r5jP1szJP5kHvTPkIIdtIOb7XWaAXfXrJRmgGz6gGFOeaiMoSLkCIgVuskartWoXrxrn6udNxzqnHfZgKyWAclUlK9w1w/JjcHGPcc85rnRGGPmRRfLbHdL/tNv43P72KFWhOHmihQIDzuP9CSVhKTxgHWOp98zDLGs5yi8kRGXSnysnolrejvMpTy2vanOwrPCyEEQgmk8knFRcEUSkmSJLw0x/eilfZ4lhEFmsk8ZzIvaMQh3VbCeJZzPJ55KVulqGolHC0loZJEgSYKNEkUEAW+8zF35feiuhhqRSeJ+MnOJkoIvtg/4n5/wKwsmeYF9/oDnozGBDXhWwoPj6yM8Y661k+StjtNVtKUm70u721vcLXboRGGr8VR90Xh/TZWSPUVEn2FSG1Q2RHGPY3hfnEYNyOrdhnln3Ko1ulE79MMbqPwbsPfhw7Hq8a8KJkXHuqXlRVpGJBGwXKcGkznHIymNKMQmzpmRcEsL8nKinGW8/h4xLwo6aYxSkpmufdPiUNNEgY0orB2e1aEqkM7fI/SjsnNAZWdXGpdKzfFGcOo+BMH802a4Vs0g9u+THPBqqjWku6q74yWhQHhixcOTwQvi4o4CYnigCDw3eKiqMizijwvabZiWq2EIHhzvitCCtI4pJmGZEVJfzQlK6plQrH4Xc/vmzOcZt6U+DkhpR9npBBkRUlRVucmJ7OsYP94wiTLvzM8lRR+sudFe/xYeXFhCGimEZvdFkqJZYf5xqYXtnje4Vrwdv1DElvNTtqmFUQsMjWPPqi7TbWHmu8qSvrZDIsjlIqVOGGn0fYGj0/93t3pI/40+pJpNV9yKJZ/q5PnmcnJbfHaCk4SSSB13aEIiWW0/BurRbfC/01VQqqSunORkOqzzyPll+H39/k71LmMrPqSovwKY4+RskUcvveUV5LA2Cnz4mOMmxDrd9Gq+0rbt9Fs8NPtrZd39/DiTL3U870Wx/ybxqWSjTjQhFrjcCRhQDuNWes0XsuKAFTO8mQ+4tPhHr/rP+Tu5Ih2EHO9scLVRpfbrbXnQqjeRBSmz6T4kuIViOFShDUO+hr6WyD/fBuhZUISXCWpHjIuPr/09wtzzKT8kmZ4OYm388IrI2haqU8svDqX9IThmgxunWMyyxiM54xneW1O4xXVKmOXsoE/xLcXUajpNn1y0R/N6DRiZjUkczCZ02kkhKn2lRMpCbRcJhmNOKTdiFFKMJxlZOX3A8qwIB1/uLPJ7dUVPts75PP9Qz7dPeCrw2MOJlNG85zK2rqN7w1SlfCeGr00Yafb5vZaj3c31/hge4ONVpMk0G880fDrL2uS+DaN4BrT8irT6h7GXC7ZsK6gcAPGxWc4CqzLidUGUsWv3NX9vsQ8LzkYTzmezDmeztloN9joNH1nVAiOp3MOx1O2Ot5AcDjL2B9O6E/nDKZzxlmBAI7GMypj2RtOyEvDaitlvd3wSXV9Hw1kh270Eyo7YpD/AdjjMrNa63KsKxgWn2BcwRb/PY3gGqAv3GnSgWJtvU1vtbWc/Ih6Vri9s+KhvadkXOHE7MtaV3v4yFfC4l80lBA004hWGrPXH7N/PGWel8uO7yLKynA8ntMfz5Zcr3O3ufa4kVIwmRVnEpfTMckKnvRHnmD9ZjbtpSGE7zQIITDWeZGIC6+MoJ1GbK+1ORpOGU4ztBSsdlJe6D62EHOsj3kiJddbK8/so7NT5ZPnj3XAzJSsRAnvtFdpBCFaPqtT9sXkLv/vR/8rpauWMHKvYHrev19PLPiuiYrpBq1lt2Il7NSPNithm3bQpFX7l3lS+wm5ffG/87o154V1M+bFH8iKP6LVKpG+TRS8jVbr4MDYY/LyDoV5wKz4LZU9IlBbaLqvtI077TYbDa8w9fIdIl77XPtSalQoSSsJ2Vltg2M5AVDy9VStlPDu4LdbqwRScru1RlOHrEVNtpMO4YVJ3a8nCnvMuLxDYfqX/q4UIYnaqonhDV6/sOK3H76zcYWp3j6Xf/KyKO2QaXmX3PR9p8hdvNL2dISBYqvXppXGhIEfsPLSt8mV8jfuNA5IQl99PB7PGU0zwkDRbSVs9dp1FeuVfv6HeMVIwoDVdooQ0ExCVtsNmmnEtfUucRiQFRV54WEjSgpWWikrrYQkDEiigDjUy4HdWkfjO/bcOD3uRbXSx41elyTQbLSavLe1wTj3UrYLXDP48VRLSRx42dxumrDRbLDVbrHeatKoz9tvIxle+umIlGb4DoUdUM2ntSDGZZM5S2lHTMv7aPFbBIpW+COa4W20aL5xZ+tvGtaVSy8l3wnQeEdvt+QsTvOC0sRnjG4FflJrag+B4SzjaDyjEYc0o5CH/SGDWcb+aMJonlNWBgcMZnN/njdOWolShIRyZcmjca5gXu1hL9Vpcr5Y5hxHsoV1Fa3wbZrBW56QK1583QghUEpwrnz/C2YNL/M/umhYV+EwFOa4fvSp3JRW+CMagS9Waa24stbh9s6q99sYTvjT3V2iQLPaTkmigLIyHAwm/PHuHnceHTHNCtrpSSX+dCRRwGavyeFoysODIQ/2B/zp7j5bvSbNNPJyr0XFJ/f2+firJ+z2x/Xk+8X7YyG9b6yjKA2V8XwWz6EzXlq0rDzUVIgLFcGiQLPSTJZdlgcHQx4cDOhl3oTNOp+ApHFIKzl7zQkB26ttfnp7m9988Yi9Bwd89uCAdiNmtd2g20yWpsdFZciLktEsB2Bntc1KK0XXcNrzVC+fB1XrRgm3WiukOqQRhEtRoKe3tbDVEh71OkIg0EKd6lJEJ12KU88TGZGouO5SxMtuRapiGtp3LxbfWazzN0GYOAzGDjBuRKw+IA7eJ9CbSNEGHFI2ECKAEorqIcYOcBc2VH42+rMZu+MJ640Gm60mgm+32HopGRcpBK00phnXE03xevXvlZBsJW024hY/6e5gXW0Eg/hWKnxPR77obLySCpXvbDRq7PJfQihZ+22oLdQrSOAWdkjlMgrTx7kKITSvij+MAs3OehvnTsb6hfKYc5wZsLfX2uwfT/jq0SGNJOL2lVUaSfitdsl+CB8+YQjothJubvV8BVRI2o2Ym1s9vnh0yNdPjnD47lWvlXBtY4U41HVS6c+5TjMGx3cyLrwolJRstpustxq8t72xrPYaZymMOZVsSALlMc5SnPgSSbmojH0X6x7RDt8BDJPiDhPuLNXxLhPGzZhXGdZmzKsnrCX/Ei1bJFrXk9zvb5fDurKGLQmk0EhilFBQkyiNc+RlhcVXluNAE9eu0NbZ2rDME8KPJjOurnbY6raYFyX9yZy9wQQhfHIRh5rRLEcKQVGd8N88d6NJonfohB9g7IzSjCguCWsr7YjSjjHzjEn5NTuN/xOx2kTLxkuTje86/EQsY149Ylx8waj4jKza42rr/0YjuA54WPfV9S7zvOSPX+9y59ERv/3iMbO85N1rG6x1UmZZycP9Ab/74hF3Hh8xned0GucXytI4ZHu1zd3dY4aTjK+f9Pndl4+4ubXCzlqHaVZwPJ7z0VdP+N0Xj704yQUma4tEoywrsrJcynwbaymNJS8NeWkINYja6fxlS41CzVonZbc/5snRiE4j5usnfabzgmYSURkvPrG50qIZh8+s5856hzDUfL3bZzTL+OirJwwnGT++scHt7VXCwMM9J/Oc48mcB/sDnHP88/dv0ohDhNBcdujthDGtIFrO6b6tkEISqpBO0PIdiqCz7Fj0Qt+96AQtOrpJKAPPQVkeA7EkhQteL3zdOYO1E5zNCdVVkvAncAo6LkWKlr26+PFfsHYK30CO98l4zD89esxPNjdZa6Svjf5w0bi4g/gykwPeEKFWiFoU9TmLL8qK/mROZSy9ZkIaf3PFqfPiRIWqz7zavbwKFQFaNInUOpFaf6UuwPcxBBotTlSpcnNAaScXVqVyzmDJyW2fWfWQUPWIVO/V1uU56jLnVdaUhHYj5trmCmGgSKJgmWh8n6usfw5xMhm9WKVn6XrrJK42FhbCk/6lFGx0GyjpoQECWO00/PGqlZzAozr09/S4Lc7Lp6fTzjlie6KG4xMLuZTi/D5sjUChZZtE7dCOfkxhB8zKh6/kLwSW0k2h2uU4/y3GzWkGt2gEN7zIhNrwXhy8OUz/C9fOlRiXUdoxpRlS2sFJFd32SfQV2uG7RGoDpaIl0VQKQRRosrJibzihm8Y0oojj6Zyj8Yz+ZEY3jamM5zX2p3NKYxnNc8AR16pki4SylUR00+QMFHnRaQrUCp3ogzp528WWJcbNLiFU4q/N0o5wleEo+3sqOyYJrpHqq8R6g0it1sfg9SSAlz2Wi05SaSdUduQTJDMkN0fk5pDMHJBX+2RmH+tynwg6P95IKWg3Iq6sd/j52zven6c0fPXoiP5wRpqEqLo7uLPWQSvFR189eS5Xr5VG3NzuMZhkHI1mFGXFV0/67PXHpHG4sBRBK8k/e+8aXzw65LP7+4T62WmUMZb9wYS94wkPDwbs9SeYWkHxk/t7HAymDHTGNPPGyL/78hFKSjpNz53YXm2z2knPqD6djpVWyvs3tzDWMc9L5nnJP376wKveBcoXMpTk52/vsL3aeqakt+gw//ztKwBM5gXzvOTT+/vc3T1GCj+W27pTZ4xlpZWA8NyWF3pkPZdn+nplpz1kSS4VoRIV1Z2K2P9b+U7F4m9aPxIdLzsW/t/x8rtKnN9teROx/AXhzVF9ATZY/rY3L67AedWus1+6fPRncz47OGSr1fpW5b8X8d0J1L9C5JXhSX/MvCiJAvXGkg2vQjXxUq1mn8tV9gRShGjZItJrhGrtL0aRxcMKYgLZJtabzM0ulcv8BXGh8KpUhTlmWt1HCPXKycZlo5mENOLwBHf6Q7zGOK1xdfF4+tMCWOs2We2cdAK/r87hrxJKyu9xTR9AokWDWG/SDt+nslMqO3nFZAOsy8hdTpmNGOV/pB2+x0r8C7rRT9Fxsx5Pvps9Yl1BaUbMq0dMy3tMyq+YlHeYV4/Jqj1Wk79FyxZKpIRqxXMRnEPVuP6sKHl8PKKoDN3UeIXG8YyD0ZROGmOsRUvJwWjK3nDCcJbhgGYcEgcBZd3J6KYxq62U6JwJayg76PADjJ0zzD+hNAOsKXAUl9pW42YYM+dw/vcM8o/oRj+jG/+MLj/1zvFCfGecGlvfa7PqCbPqIdPyHrPyPpPya6blPRwVzlU4HIFsYezCVd0nfq0kQq1K/vrdq6RRwK8/e8gXDw+YzAsQ0Gum3N5Z5W/fv8FWr829veO6IPXsPb2VRjTjiLKyzIuSP93d4/OHB4ynXvmw3YjptRv86sfX+Bcf3ERrxeOjEVH47L4z1vL4cMTvvnzM3//xLh99vcui626t5xwg4NHBkE/u7S3hWFfWOvy3P7vNX717jSQKnpts9FoJyS1P9u2PZtx5fMQ//Ok+ReUr3800otuIWW2n/PW7V59pJkaBItQxv3z3Ctc2u/z60wf89otHfH7/gP3BBGO8slMahXQaMTtrHda6DV/0Uc9KpX4XIYSHRzV1ulSC8t2KLitBh17NtegELVIVn5LRX6z/6e7Fd7IFSza+cznWzZ+6Fi3OZTV80j6fuX/B6M/nfHF4xIdbm39ZycYsL5hmJfO8YF5UvnUmJGnkVTxG85zpPCeJQpJQ14O5JSu9QksS6iVhzlh/8Q9nObv9Mc45jsYJlbFMsgLn3FIZpKi/b5wlUIo41B43G0cXtlcvzYBpeZ/c9LksZlmKgEhvkAZX0bL5ypyE72MsMm4tGyTBFeZmdynPeJlYEO9D2YXg1htZx/Nef13X16J74iEyBusqnlsue/GCAINzhoVjJ3y7Q591BUW1S2UHICRSRASyhxSp1/d3DiFCBHKpyCZqZTXnDMZNqcwAITRadlEyRvBy9+jzjtMysXjJgXp51ckbX1pOVYQuGbVoYl1x8qTub1Lt+nPooJ2ozsU0g9tYl5ObQw/jscNLq1P5cFgqnLPMqke4zDGvdhkWHxOpdUK1SihXCFUXLZs1xCe6dDd4ce3467HAuNzLc9sM4+ZUdkblJlR2TGnHy7+lGVJYzwnIzRGVHWNc7q/JU5jxNApYbzdpxhFrrXQ5njSikDjQvHd1g7V2g61ui9WWr0hvdJqAT1KKykPokjBAS0VlvFx3M45oxuHyXnc2JFJoEr3NevLfoEVCP/u1H3MvfW67emLvmJR3qNyMWfmAY/1bIrVW+ye1CGQbLVv1cQhfqqJ43u/4ba5OjoPNMG7xmGPs/NQxqLsZduihYosOkz3Guqzu4iwAsif/hpPzdcHfU1LSbSX8/O0d8soseaW9VsrVjQ4P9gcEWlGUZ4tjzpVYl/v9LSPWuw1++tY2W70WH97eqmVuDVpPCIMhN7didtZa/LP3rrPaSdlZTdhei0iTPWb5AwK9g5LrbPVa/OytbbrNmF/86MqF9l47jbm13ePKesdLfD8nlJLEUcCVXptfvrXD7c0e86piOJgxOJqw0muytd3lvRsbz0BNT49FjShEdAU/vb3NWqfBcJoxneWY+n4Waj+Haje8GNB6t+nhN29wPPN9PUksg1r9yXcekhf+PXmk+uzzWIYEMvjWOQovCyEiIv0OzlVk5acU1QO0XEHUgkLO5Rg7wNoxgdom1NeRovnKv6eEJFQeilxau/TA+7biDSYbJfuDCUfjKf3JDCW87ONau8FaO+Xh0ZDd4xHr7SYrzQRb+3iMZjnzoqLXTGilIc5BURmORlOOpxnzvCAMFEejmGlWsHs8xljHWttj0MbzgqwoKSvjB5pmwka3SRwEF042FqpJhX0VYnhAvEg2xF8GV+Pp0CIl1deYqUeMxReX/n5h+oyLL2gGt9/A2n1b4fCVB1NX3i5PZvOqGqZ+LG6k3+5gaF1BVt1jXn1dw2i6pME7BIq6iuhQsolAYylqRGlUf7ekNIdk5V2kTIi1Q4ge6htwcV5H+CShqh+veFxYtLYNTtjvrPL7XYQUMc3gFlKEzKoH5NUBtixeMdmA2uuXzOySmV0G+R+QQpPqazSCWzW86hZJsEWstwhk+xWhpw5HReWmlGZ0ChrVJzMHzKsnZNVjZtVjnzzZ2YUlzdMwIA2DmpPhnjEC7TXPVxxckIOf7tAtahMvn/tIEr3NRvqvEEIyre5S2jG2LlBcJhzeLG1a3mVa3uVYRCiR0grfohHcJtVXSYOrpPoqQkjfkb90slH/lquo6iS1MMenjsUReW2SO6se1onFgMsLEZyEVpKNlSYbK00+uLX1zPvWOarK+/QEWlI8xbF1rsTaMUKEIDy8aLX97PHMq6/Iyk8IdUwSNNnqtfln71/HuAnWjsjKr5kWX9EQf0MSbLCz1mZnrc1fvXv1lbfteeGl3xXbvRatQBOGAY1WzN6jY77+fI+NnS63frSJfolSaBx6+fheK+Gnb22/9vV8lVgoOiUqphu26IWd+tGtH/55N2zR0g2kkMg/Q/SIFAlx8C6OgtHs35NXdwjUJkq2AbB2RmX30WqLdvw/kIQfLt97ldBSkgQBUnibAKE8beHbijeWbORlxXA6Jy8rlJC1aodCCJ88KClJw9Brlx9XaCXRync+VpoJ3abHsT45GjGeZ6y2G6x2GjzYHzCaZTzpjwkDjbVex3k4zbDO4xfTKOT6RhcBDKcZw2nGeufiGaH3g3hFFSqCWoXquu9s/MWAQE5CyUaN+d1EcnkoW1GrUi2I4lxC//1lYWxGaUcYN/cTRczJpBGDdaZuzZ+85k6/tvzMIol4+nNmqZRiXUlW7flJVHU512Xw6lzH+e/IzD5H2T+iZbrETz/9d+ECfPZ1fer9Z7/z9GcWz7VsoEVavycQIkCJFCWbaNn2tWg7oLIjrJ2f4WUomaDliofIVE+o7ABjZyiX4KunOZG+gnf2OMHjm1PVTesyvw+f2q/L43DmGJx/LOxzjs1iGdZVzKtHZNXepY9LZSfMq0fsz/4jWbWLFCGgkE/v26eOiXxm/9fvLz9/8m/51Oe8QlCEEjFKps+tKI9mGf3xnKKsqKz1ndvIQwTTOGSel0yygkatFFhWhrwyHI1mDKdztntt1jsNilpZ52js5UK3VlqstuviSA0xCGSbXvRLv55zzbj4gspOuaij9fPCHz9Hbo6wGHJzyLj80p+XsokSCVokdWU9PHUOLzg7rk4S7Mn5gMG5sq6k56cq6RnGzj0k7FRnw7r8Uono6cRiwbc4wVYvpSlOdt+p/y75jqc+fzrJeFE31i/DE8abwW02039DKH/HIP+I0g4vnCydF85VGObMqkdUdsasvE+QtwlUqz4OMZIIKfRSlUsIfeo4WKiv1TPHYtnVyGrz15MO09OdDe/V9A1dnV+WsdWKUE9nds7lVPaIvBqQV3dRokkU3EYK7wtj3ZTKDuvzsEFl9zG2T1kJcCVSNpEi9detbNUcpOXSsW6KsROsG2Fd5lUpXYOqiMnnmvFoTllUJLW5rDdErDDGoZQgTkJ07VNSlhXZrEAqSZJGKO0hQUcHYx7fP6LdTbl6c43h8YzRcOaTYmNJGhFxEnindymYjnNm04w4jUjScGnAmucVVVkRJSFJEpI2Y5L0zcDUXxY/bt/mf7z674hk+EwHI1YxqfK8jFiFKKGWBO4/txBCo9UGCR8gUk1ZPT4jyOGTfUmg1on0u2i16RPiV4xemvCjtVX68zn/0yefsNZosJqmKCGegVVpKdloNuilr8+24c0mG7MMYy1KCgLlHSuhTjaEIIkCBpM5k3nuzXmSiM5KzEanSbsR4xzc3e0znOXc3l6lk8aMphn9yYy9wQStJL1WQqg1o3lOUXrH4WYccn19xeNq+yO0kksVmBfF4qbhOxuvLnkbq00a+jrBt6BCdZoQ/bIL7lVlCRfyfeBvnlqkJPoqidqsJ2KXi9IMqOyU3PaxrvSkqG9YmVhsm3E5WbVHYfr+hkeBdWcfptahf97j7Pun/+3b7cYVOMpvdKMHn2wM8j/UWvrgbYVOJp7+JhcgRYhaPj//oXj6tdPLOPU5mRCrjbqq4QcSP9lNCGQPJVuAobJTStNfJh3OVUgRo+UKoa4wdsSk+AhjZ2jZxLrEd0Kc8DAsuYBSieVx8XCVgceeu7x+lGf3Oecdg/LMcTDPHJenHt8APuXXdYqppmTVEw7n/4mFQsiZY8DT+zd46hg9Z/8/5/hp0SCQbUK14pWCnpNsTOY59/ePGdfyqe1GzFo7Zb3TJIkCplnB/mDCeqdBIw4pjGWaFdw/OOb+/gCtJGudBkVpGM0y7u4dczSa1nKhjfp88McskC260c/RskVeHSyLA9U3kF/04ZOFwvYpbJ+n5Td8MqZrOE+z3t9hnZjJGpZVYV2JcwWWEuMKjJ2fSiJerwPCmXH2nNcWjsWL931n4OnJ7fnr9LzXF+PzQqq2GdyuC1iaWfWonrznvOpkfZGcZ9UTMp48/ev1uBDWCXDskw8RnYJR+mPgr9myhiP569O5xfj4/XVOda7A2Jyiuse8+A1ariFlipJdQFKZPYrqAVI2CNQGldnH2GOsm2HsACV7aLlKoK8QyF49EVwcdYexI0qzR2keY+yAQG0g7BrzyQqj44jdh31m05zeWoswCpiMvDN7VRmCUNNZSYnjACEF2axkeDxFB4ruapMw8l5Ej+4d8ukfHrCx3SVpRIwGU8aDGbNJzng0p91N6XRTb7qqFYd7Qw73RqysNemuNnG1R8d4mJHNCzq9lG6vidKSJAnqLfl240etW7zdvIEUEvUXBEN/OoQICNR6fU+9gTFDSvME44aAQIlmDclbQYpked29aqwkCW+v9vjs8JC/v3+f270et3or3mz2KahdpDWBkn8eyYaqTYommWFaFISBphmHTLOC/ni2bEfbusW8IO6qUy671jmCWoJt73hCfzxjOM0QeGJYoBZZLaw0PIdjOJ3XzpqXX2dHibEFhTlmXu1d0rlV1DfIBpFeJ9YbSHFJG+ZXiMIasqoiUopYv1jO0OIYFzm5qWiFEam+WKIwq0oO5hOkEKwnTSKl0TIlUF1ivUZpj+uK58Um3w4LrqQwfWbVfUK1RqRWL/Tdly05NwcczP8jk+IrX+1cVrtPqnDPr4i/7O9J9e5V4DkXWX8PdXBYDMLlz6mEq3oyc37VfEG8Pa/ToWTKSvRzutFPiPQmSoRYl1HZAQ6DdjO07NSmQhMqO0EQ1DfhFEFAZftUdgTYuqrXRIlm/ZlkCWMSnJyPudlnkH/MrLzHrHqIdcWz+/SpTtTi+OHsmc6Tc7aecJ7//dd/e/SQOeuKunJbnLNvn7/PzzsuXp/+5L1Atkn0Nq3wHVain6Pk+WNHWVnGWe6hI90mRS2aAYI0CryT9XBCWuO9Q61oxKFXzKnHRIHHuadxWENLnzdYCqRQRGptKV97nP+GSfk1lR0v/Shed/iJe0Vlp74YsdxPHs3tzy9bnxcn54BdwhnfxPSoZvC4CmNLpPDHsHIlxlXLYsncTClsTkt3SHUT4wzW2ZqcKrA1D0QJjQBKV+KwaOGNSY0zCEH9/CwERoqISK3SiT7AUtSFio8pzegbd5vO297FuQ4WawsqpnWHQy73CItrsL4uz463399EA0CIECVTtJqh5QZaraLlOkKEWFfLH8sU5yo/CbRjQBKoLSJ9G2MGlOaRL9CosxAkh6Eye+TVl4BFCI2xE5xxlGWIqQKCUKOLivFojjVT8qwkDDVbV1cIAs3weMpkOAcBSRqxfa2HqQzD4xlJI2Jzp0tvrUVvrcXKapOV1SZlXiGVZGW1wbVb68ymOf3DCaYymMpLMweRJs9KjvZHKK28hHMa0FlJaXdTWt2UOFnMDax/1OcBdULlFZIsLCSUFwUIoQFXS7TK+n1bvy/q9239/kJpyRcPhGyCaLNQmfpLRIWcHxIhIpTqgFBotw4szs8mQkS8DljyvCw5mM4wzi2TiON55qXXn5owJ0HAvLyo8M/F4o0lG1IItPLmMvOi9NKPoe9k9EczwkB53XwBgfaZlaqhVFrXkpAS4kATaEl/4p1XZ3lBoCWdRkyoFXlpCJSi10q9UY41RFotMbVaymcIUs8Lr0I1prB9crN/ycq1QIrIq1CpNSK9zpvE3y+6DbOyZFDM6YQxofLmU/X/67WiTuQExlqGRcaoyD1+TwV1086dYIiX/2G5nHGZc388QEtFK4hItId5hLJLpDbI5D7GZTXR+SLhJwuF6TMt7yNE+BqTjUMO53/Pcf7b17C8bzsW8BAPCalfeq2hRAOJJtYbXm1HBV4G1M49VMkZlGgihK4TghKlGmjZRokUR0Vp+vWNV6NkhJYdVP2+kimLyfnplc/NIcP8Y4b5x4yKT79xV+jbD8dCGefUS68tQrlCM3wLhKAVvkPE2rmfK41hmhX0milbKy12j8ccDH1nYr3dYDTLORpNWa+7FKFW6NqJ3YcfF6NA+2KOUs8dpnxlXROpVVaTf0aoe0uy9XwhjPBGk+55DbP57sNiMa6isDmFydAyRMuA3MwprH8uUYzKPpNqhEAQyJDC5hhXoYXX7zf1GBlKbyyX2znWGUIZe4ETkyOFJFFyOalfEvdlhCKiHf6YSK+hRExW7df8iEWx53UOGH6cNq78vucNrxR+MtdFyRytVlGyh5IrQIWxx3jFqxjjBpTmeDmB1nKNKHiXufsDZblLoK9AnfwuFBdxFZU9pKju+WWLFtbNqKqcolihKpsoJVFKMR7MmE9zjLWsrrfY3O6iA8Xh3oijgzEAm1c069sdZpOcR/eOEALSZkynV9FZadBZadDupIwHM5QUdHtNbr6zxb0v97h354DZJCOb+c5FZ6VBkVdMxxlhFBAnAWudDmsbbVqdlEYrBk5gcrgC3LT+dwJCgZv57ZUJPvnw0s4Q+L+uxEtgxT4hdfO60x3Vz0ugqJOYDFyOYxOhWkjxogLI5WKJyXBPv37Oi+elN+K573zjOFFFczVkKkKr6Jz1sjgKnJM1lPHVEo/cVIzyHC0kGw1/f5gV5xeMjHUU5vXeo99YspEVFf3xDK0k19a6WOe4t39MO4342e1trzEvBdZarHVo5XkdrSQiDQO0Ujjn2Flt00ojqKUHy8rgnDd1k1LUMC25rOT1WglRoEmigEApfnR1nUhrouDlm1qaAZPyLrk5OjlJLxhSaCK1ThpcQ8smb5roO61KJkXO3fExX4/63Gz3eKvTo7SWyhrmVUleVaRBSKoDIqURAo6yGcMiYyVKMKFjUuaMy5xRnlNaQzMIiZTfV6W1TMucfj5nbzamGyVUp1r+WjZI9TVyc1Ard12u0pmbI8blHUK1+tpVqX6Ii4UUEWlwm0D16op7iJJ1dSmKsC5HirjGzgfgLKHa8XAVV3qugkiX73veQbKEFPwQrzcWLsTDWcaj/pBZVhIGmjQKaCQhgZJeWvO1zg591zZRW6yn/w2RWmWQ/55J8TWZ2fveJARvMmbVhGHVx9oKi6WpOwQyJLcZ43JAN1wlVU2U0Fhn6Bd7DMoDcjOnciWhTAilV3WTQqGFRkmNFiEOS7/YJzMzcjMn0Q2245s0daeGkZy9jqSMCOnRiT5EoBgUPokvTJ/SjvmLzAzeSHh4pO94zxF2hLF9rMspq0dYct89c1X9WQdUlGaPrPgYY/pIkdTJ3hGlPaQ0B1R2n8quAQotVxEEOCxKtrE0mAwd/f0RzkFVGc/hUQIlFUorhDw53kpJgkBhSsOT+33KokIqQRSHKCWxxpJnJdNxxmjguyNKS+RT6I44CUlSzwEpS0OShnR6DarCYK31hd5AIeXpc63CmT2wXpXT74cC3BznPOpDyC6IFkIk/jN27BMNUe8v54AMZycgNEI0AA1CAoG/TyySmjdSuPDhcBhnMc5QOYOxXizB4pawRy0UavnwEK43212xWDehsgPK6j6l2ce5AvccGHCgdkjDn6PV+YWol8X1bpd/ffvWslC9OKNP1ZaXrwVKcaX96mT08+KNJRulMcyLkrV2g+1em73BmEeHI7ZWWvz42gZwsnEv4g5sdltsdJpnKvWniXanVT2eWU7otbMvGoUdMCm/IjdHXHbAFmhitUGqrxHI1htvAeam5Difc2884PeHuwghWEtSZmXJtCwYlzmzsqAXp/TihGYQoYRkkGcc53PyZoVxlkGesTsbszebkJuK1TilGYT1bxgG+ZxR3Q0JpDrDfdGyQSO45l1exZeYS97jvATuHVrBO0vc8p8j0evPOaQIiYMbxNx45r2QzXO+8Ww16If49sI6R2Uso1mGPvbutoGSRIFeFmBKU8t/W4cQNVzV+odxdnkN++fe3dg/7DMqS7DgH0gvj6q6nvODBgS2KMjNm+xyfD8iszOOiwOcswggkCEN2uRmzqQa0tIddLDoXlRMiiGZmZHZGZUtiFWDSKaEKkQLv+9CGdEKVsDBYf6EUdUnMzO6wSrdYJ1UNTnxBjgJJSKUimiLH5PqKwSqjbFzpqglOfuiRqt/TrGA0b3Sd4UnvS68uaJAo6U8VUV3OAqsnfgORK2Q5SEsCikiPy11Ausm5NVdBKJWB3IYO6y/O1+SwqWI0GoDV1f9lVzBig7ZvGAyypa8Cx0oqEUHojhYmubpQBLFAXEaIqTg6GAEQBgFJI3Qk8SFwNXu5LNpjjGWKA4Jan6sVJIwVOggIkkCisKT0ButmG6vyXg4YzbNvRFgoJCnFTtdBfYIZx7VU/IS7DHODnDOQ8qEXEeoDVBb4Cpcdd93PUSI7/ZkODf1SYgIEKKFECmIBGQbZNfvf+cQ30js4ERD0MPz7fLfDkvlLKUtKW1FYUtKW1LYElNfz0oqQhEQyIBQBgRSE0hdJxwLE05RK18tHMW/GTHdUVGZY4rqLvPy9+TlV1g3x7mC8+afSfghkb79ysnGlXb7tScQl4k3lmysdxp8eHOrhlNJtlfarHeaS+1xuNyw8VxU8Wuc6xRmUBPDjy79XSk8NKURXK87G282Eh2wljRYTxpsJA3W4wZrcYOH1ZBJWZCogJUooRcldKKEUCoq57WVbZ2kFcbwZDri/mQA+In+qMgYlznWOVIdcLXZIbcN7gyP/I3v1P7WokmqrxHrrz2p9ZJR2IFXpbLHOEwNG/hh8vpD/BDPDXdyM10YeFXGMckKBtM5/fGMw5E3lzsYTlFS4HAcjWccjaYcDaccDqcIIcjLiv5oytFoyuFoymorpZGEJOHzrmWBxHM4eslfE6lVUn2dcfmFV++zxzXG/y+vsh6IkIZqMamGjKsRsWrQUG3mZsqkGjIxI2LTYFKNmJoxEkmiGsTKwwoFEiU1oYxQQmNqOF5pc3Cghaah2qSqSTvoEasEJRc8lfNDigAtm7TD91EiZVx8zqj4hGl5n1n5oBZK+EtJAD2EBHECB7zwN4VAScn1zS7/93/1IWVluLLeYaPbJAo1Sq6Rhn9VK/Wteuio7ALOQ4ZqThA1P8hDWYJ6HUTd2U1Jwl8Q6mtotYGWPaToELjcwy9xKNEgSGKu3TSsrrk6qQBj3LLYFidewlYIuPn2JnlWLhWpnHWLXUGaRgShYmWtxQe/vEEYaTq9Bs124nkXnRSpJKsbLX7802tIKVBaYYzFGEOSRsRxQHslpSoNaTMmTkO0PpVsCAmiAaLpuxvLBGMF6Ph/ixAhGgi5Cq7AiUc+SXH1vhOJ73rIXn0uKxCxTzhkGyG7ODvBuWPEK0tre5jjrMqYVDOG5ZhhOWZSzZhUM6bVjLnJKV2Fsb7IarA+ITlV5FRCeVI6Ei0VWmpSFdNQKQ2d0NQp7aBJJ/CSuw2dfqPZirUzZsVvyco/IdCE+gZCxKeI4GfH0VBdQ34Lc8s3FW8s2ei1UtppzCQrmMxyWmlEO41eanV/XrxMGvCbxgI7V9rjpSTrZW+YUoREdWfj20g2YhUQKs1KnUy0w5hWECEQzKqCThSzlbboRv51B0xLPxEojKG0htxUHGYz9mYTVqKEWAfMTUVhDaUxiCSlF6c4HI+no5pEdKrFK1OS4ApxsYFckpgufnMrzQjrilo5KqulA78bub0f4qLxQzL4XYaqVf2M8Q7V1oEUlspaZlnJvKh8VzkvGc+z2oAL8qKiMpZ5UTGeF0gJRWnIy4qq/vw0K4gCjQteNPZJQrVCqFZI9Dax3iLMu+As00pR2lGtFPbnOtGVLNSwvGzxQpkrpKHbZGZG5crlw7gK4ypKW5CbOaXNsc54aU6ZomSAEorKeWhEKLyT8YLLsZjsRCohUglKBDR1h0gmtYjAC9b0lEpVM7hJorZqR/CYys0xdlpz6ao/Q46UXAoqLJTfItVDi+TSFUYhBFoJtlfbbK+eV9ntolVn8WlAELDDAk9/+nUfJ1LgJ++BVivPLPlEytR/XmjJ1pV6znFq0efNZZLrJ6iM532+s6LodNOzr5/iqnd7Tbq95pnlLH1fXrofFcgmuA64mrNSdyZ8x6fudogWQvRwzJC/XD0AAQAASURBVPGcjTqpIPYGdSJGELEkiouwTjZaCNHGiQpqgQFxwXmXqwsuBg8bz23BcTHkMD/mSXbAXn7IUT6gXwzoFyMm1ZTKGuwFxyRZJxwt3aydyDushh02olW24jXW4x5rWAKhz0CvFvzYi4R1c/LyU+bF70nDXxLp2yi1inyOP5uS7ee+d5FYwKdK4+d3vqt9sj+UlCghCFRtU8HrRZq8sWRD1B2NRhQQKK9MJeWzLeHvQ1i8tGZhjsmq3Rr3evEQaJRIiNU6id5GfQsqVB5tKvwkoywYFRn9bEZmPLFYCUEgfaa+SDT62YyD+ZT9+YT9+QQtFaFUdKOkbhdCN4oRCMaF7248mAyorGVcFKxE8gwWXIqAQLYJ1Aqh6lHaIZWdctFJxkLtxBPFHxDrjddEFP8hfoi/zFjvNPnlW1dw1ORuPLQqjUJaScSPayfrlWZCr5V6eCmCn9zc4spah9V2ykojQQjPd/vZ7R3e3lljtZV6b6NAnZFwPSs0cfY2qkWDNLiGEhGJvsK0vMuk/IpZeb/2bpg+F3/8/QxBIFuEapVE7xCqnucfIQhlTEsLtAhoBz0S1SDVTbbia3SCHqluEcsElSh64QZaBCihT1So6n2w8AUwS8Wmeo86V09UJIEMCeRlii7+bhDrbXpCE+stOtEHTIqvmJR3ai+gfc5Onr/foWWDQHZI9LZPatUWqb5CO3qfN1PweL4i2+Vef9FnxfkvX3Yx32RVuMwEUiJEG6E0TjY9CVyE+GnjIhGuoWaygbBlrSgVINQWiBZejUpxoqZkofZ7ghBE6CFqso0QnVOfe3FYLMfliKNiwG52yF52yFF+zHExYmrmzMyczOTMTU5uikslGkANvYJpNcM4w7iasJ8dclc9oqETVmpjwc14jc14lfWox1r4bLL5ohD1f6VICIPbJOGHdWfj/M6yqOXtXzWM88bZd/p9vjg84mg642g288sWgtU0Yb3R4J21VW6seEncxT3mdcSlkw3rvHyoEKI2sZLnvF8tpQHjMCB+blv++xHW5RR2SG765OYQ6/JLfFuiREwg20RqtZ4sv3lt6IUj7SKpsM4xq0ocHmIVq4BIKZTwMIqiJo1X1rcPs6oiNxXNMMTRoLAGJSRrcYNAKkKlmVcloyKnMAYpBJHSqDPmVr6yFqousVqnMEcYm3FxWViLdSW5OWJW3UeJ+Idk44f4IV4QK82ElebzixmdRszNzWdvep1GfMp87iS6zaRWnVvgm6GyntfhHCgpQHghD4F3LV6MAUrGJHKLSK3TCn/EtLpPnG8ylB2ECMjNIcZOl94nb06a+FVi0cE4MVUUIiTWm6T6Ko3gJqFaqQtHYpkAJPo0DFiQqLOVxlS3lv9+mqR/nu/GiRGgOGcuerFJoag7zpFeJdKrpME1SjthoH+PzhpM5B0ohe842XzpU/Ldy9MK371YSBvX5o1ebGWDRG/SDN+hFbxDM7hNGlzzx+m1JxtvLtE4WdeneVDfDbrjMp8XQnkYFSmCxX35dHdn8bzm0BKA6CKkRujbCNl+4edPoolg7ZzXT2IxdlkchS2Ym4xH8z3uz55wZ3Kfu9NH9IsB4+pp155XC4dX48pcTmZznlaWbuqUTtDiVuMqt5vXyG2BFppIhUQyWPI7XhwCITRSpgRqk0BfR5wzp35dMStLhlnGV/1jfvv4CbvjMXvjmugvBJvNJjvtFkpKGmHISpJ8t8lGaWfMqkOUjGioNdRTmVZhJ8yrI0LVIlWr/DnALkozZFp+RWGOnmuw9LwQKCK9VqtQteBb5h1cbXYIpKITxXSjmEQHbCZNGkFIqkNPgkPQ0AEybfLLjSu8W66zGqc0gpDVOKGwhso6pPCJihKS9aRBZU9IVqUxJDqgGTxLuNeiSSO4TmH6FKbvpRIvHF6udlLcIVLrwK3Xtm9+iB/ihzgbxnkTL38zPUkyisqTypUUVM5xPJtTGsNKmqCl5Hg2RwjBTrtFKz47BviJshfIENHPSPVVevFfMa+eMK8ek1W7ZMYbbRa2X0OsvqtJrkCglpXzUPWI1Cqx3iTR297zR64Q6Q0iuYqSMW9yPH8TQiJShASy5SVy1Sq5+RmZOWRePmRWPSKr9snNPpWdfIdKYh4iFcgOoezWx6FHqFa9dHxduAtkl1B1a3hYyDc1f/0hXjWePk/POW9lA6lv+PfqJP2Fn3/Z8p6KylVkpuDr6QO+nj7kwWyXx9k+w3LMuJySmcsUib9Z5KZg4Mbccfc5yPs8mD3hTnyft1s3uN24RiRDIvWSLoRQSNlCihbWTqjMHkqueKf5NxD3jgf89vFjZmXJappwc6VLM/RSu845RnnBtCy4PxgwmM/55ZUrvLex/tp+/5WSjXH5mFA2iGUH9RTGvjBjhuUDmm6LRK38WQwO1hVUdoIUAWlw5cTj4AXh6v84q2GyQ1atcTy02PiYKA4I45Aw1uhg4bbqcPasE/dTHfQlbmH5mQX+75zrcFGhWE8arCWN5Uda5yQDAJHSRErTjU4GAbH8/RNkqTy17Kedw59XFQlkm2bwFqWdULkZxl6muiDRMr2kT8fzQqBETKw3SM3Vb7isv8xQIq3hIZ6I5hZKRcZSFBVV6c2fTGX9pPSU4huwVH2TUiCVl1hcyCbqQKGUl7R++lxRIiZUK8R6k8pOXoohX0yGq6KiLA1V/TDW4mpCpTu9PvV6BPV6BKFGqQWG9vXE4povS0NZ76uqMljj998z6yRP9k0QKoJAo/T56xTUnjWBbCPeHLqVrCyZFeVyW0QtUTktSkpjaIQB1sHRZMq8qgiVItSKg4knlffShBZPJRu1Ykuo/MTQuZtYDFm1y7S8u3zMq8fMqycYl50ydTxlmMkpnwIWVf/Fyfc8FTTBaZUir1df4/2f+reXaQ6QRISqS6TXSdQ2ib5CI7hBM7xNINu1dPP5963LJAcv++ybUt5bdJy1vE4juE5lZ1RuxqT4knHxBdPqHtPyvpfKNYNTx6A6eyxqRZ+zx+K84yCWe3/5XIj63r8wsjx9PNTSmTxSa8Rqk0RvechUcIVEX6kTwQ4/xPchLtphi0HFr3X5zrna48YyLMf08yGfjL7i49Hn7M4POCwGr/B73zxKV1GaiqmZ8SQ7YD/r8yB6QuEqIhl6nofo1BK653cH/BUSIZAU5jGiDAnUdi1O8Ow+kSJC1kn3q8TueMyvHz7iaqfD7d4Kt3s9bvd6gKOyjq/6fe70+9w58o9r3S7v8T1INhK1Qje6+cz7mRlwnN9BoFgJb/05NDaI1Bqd6CfEeoNe/KuLwYCcoyoN02HOJ795wr0/DHHZ70jCh9x47wrX393mylub9Db9gGmto8hLTOWXvVCHwDn/mvDkT2e9tKUQwpsb1pM3qJMBIc7ocMPZXezcScvxaTlg504SjKfjvObm08t+XoRqlU74U2J9hbX4b2sVlIuFALRsLx2Uv1kIUn2Va63/kY3033zDZf1lhvdL2CbWm2jZwlpHNi8YD+fsPuiz/2TIoD9hMpwxn5XLc9Y5h6jP2TDURElA2ohotRPaKym99RZrmx2anYS0EaHU2TMn1dfYSP81K9HPKe3oGYjJ0+Gsv772hsfsPR5wtDvi+GDMZJIxn+ZUZa0PrxVhpGk0Y9orKWubHTa2u2xdXaHVSfy18xqFJJx17D0+Zu/RgMHeiKO9EdNJxmySU5YVprJoLQlCTdqMaXUS1rY6rG912Ly6QrfTRJybjIW1Iegqoeq+lvV9OqxzPBmNeXA89PV9KWhEIZHWTHPvkZOGwdLnSBlDEmgirWsyurvgcC6RQKh63kBSbdIJ36e04/oxoDADSjuseV4TyrrKbtwca/MzxOaTCfDCAOuUG/vSnV0jha4d7WOUSNEyQYnEu0TLJoFoEShfSdeyWX8mRcsGWrYIZKu+kf8Z3LQuEVKEBEgawS1C1aNj62NhhhR2QGkG9TEZUtoRxs2o7BzjZliXYV2JdeXyWCwAYidJnN/3ggUUSnt5XpmgZYoSDf9XNtCigZYNQtkhUN36uTcD1aJRH6tGLTjyQ/wQMK9yxtWUj4ef86fxHXbnB+znR8yq74+/z8zMMZnhd8efsDs/4MPuj/ig/TYt3aQVnN+p8IaZMwrzkKK6z1QEtbFkE+ox7nREwVs0439NqK+80jpmVcXxfM4Hmxv8YmeHThyRnCqG31zp0ghD9iYT7g8GFOZbdhB37sRF1LicWXXApHxc//sIe6Ya7ZhUe4zKRzT0xiWw+99tBKpNoNo0gusX/o61lvkkx2V9jv70d3z0v+wxHX6FDu4xOBxjjaWz2lomG6Y0TEdzslmBNRYdKNJmjLWO2TjDObfUxjaVQSrpK6GBQgUSrRVaK1Be83lRdV6oSixcwF2tp19VfjIWhpogUBSFoar872ollwnJogp9OkE5418iF5XDF0UD50JidYV26Hkdi2X6CvXJX2+iI5ACbA3j0MK7vDvnqKxddlEW3zut/f9cFG39fqTXiPTFdair0mDKinxekM0KTGkwxiy3f1HBD6OAIA6IkpAoOVtZWExCjbHk84JiXlAWFaaeEC+SPKkkOtDetbUZEYS6Nl/y626txVaW+SRjPJiilKLRTgiTAB1qpDy/2jobz5kO57j6nGh0UprdF7diF8nvfDrlcH/E3qMBd7/Y4+HdQw6fDDg+mjAdZ2Tz0htPWbfUhPeJRkyznbCy2qC30WbrSpft66vsXF9l59oqcRKcmVRf5LgsuiymMkxGGcPjKbP7u/S/3Gf3fp+9h8cMBzMmozllXmGsJQgUURLS7iasrrdx11eJZ+us6i0CtUKrnRDFgVdlkq82iTTGYo1lMs6YjObMH+xx/MUee/ePePLgmOHxlPFwTpFXmMqgA0UYa9rdlJXVJvb6KuFknZ7cROlVWp2UJA3PFBK+jXDO0Z/O+froGCUlkVKsNRu04ojB3I9BG60GaRhgrVe4WlSpTe3RYZ07NVa8CEeuCESTQDZZMEy8B0RJYY7JzSGFOfIPO6CwAyo7xdhp3R2dnZ3k4uU0/SRXLRMNifaTXYLakDJGy2adXPi/WrVquM7KEqqjRLzctu8qFp4p4Dzc9TnX99NRGkNRGpSUhIGqVQKfH1JoEJpExiS1d45zlmkxZF4OscIb0k2KXebFITLKEdG8hlnNMC6vO1GnuR7AUrVrwXnxx0GIAC0SfwxkC618MSmQ/jgEsu1hU7LneQHnoB/OFsncc9/7If5yw483hqPimEfzPT4efcFvjv9EbgtKezGotqy5E94fQ574Y/DUOQb1+LKYq1gPOV1I5L6kOJbbgtwWTKdzHs13UUKSqJhryTaRCk/Uqp5aOykiBJrK7mHdDCn2lyTxp5MNIQLcN4A9FsYwLQqSIOB6t4OScjl2OOdY076wFCvNrCzrsen1xUuTDYuhsjOm1SGj4j79/A7D8iFzM0QKTSAb9cpaHIZJuUtpZk8lIX954axjOppztDukvztkeDiiLCqCMGDvwSG9Ox3e+fmJUVqelRw8OuboyYD5NCduRGxfX6UsDY+/PqDISq9zHWqUVuhFghFqglDT7jVYWW+jhQBhKUtDUVToutJcVaZ2I/UTycFgxniSsbHeotNJODyaMBpldLspzUbkTyTniJMQrSRl6Z1MtVYI4aEiCIjCwCc5L4hRnvFgOCTSmvW0QRIEhEpRWUthDJU1lNZ6yTVrvcqBVJTWUFlLJ45ph1EtyWsJlHfvLI3BOkesNaF+M9CS+WTOYH/Eg88ec/ePDxkejZkO58tkLk4j4jRi8+Ya2zc3uPqjba68vXV2IQ7KomI2mnP/00c8+nKXoycDhodj8pmvwutQEzciumtttm6t89bPbrBxbZUw9q6uAFVeMR3N+eK3X/Pr/+UPNDopP/mX73Ll7U1Wt1eQ0fmTkfufPOKjv/uUfF5SlYaf/+v3+fm/fv+F211Vhr1Hxzz46oBPfv+Arz/fZTyYMRlnZLOCPC+XkCprfUXZOoF1PqkqsorpOOP4cMyj+0fc+SQibcb89Fe3+Ff/7iesb3UIo+DSTYW87rJ89Ouv+dPv73PwZMjR/ojZJGc+LbwpVVF5l+x64muMpSz8+hzujbh3Z5/PPnrIrXe3+Olf32LnxippI0LLVyO7+aQs5+Pf3OPjf7rL/uMBB7vDep3yep0M1tjlehljfYFhnNE/nHD/zj5ffPyQa29t8NNf3eLm25skjYgwenOQqadjQf4uKkOoBWjhby5aU1QVk7ygP51jraM/m/vnsxmx1vRr1ZLCmGWR47LhzbECQtVByZhYrS0nshYvl+tcdZbAvLzR2zNLWoAQOA3XOQ2VEhpBsIQUSRHW0J3oe9O9qIxhMM2w1tFpxCThxZKN8SznyfGYZhyy3WsTvmR8Pi+sg/7YcDCs6MYdYlImDwLGoxZX315ldbuJpTzpLp2Ct50m+3qYr3zqGCygUj7x8Ps+WCaE/nhECKFwnBS6ECeguKdjUaxaCKP8EH/5kZucmZnzp9EdfnP8R55kB2Qmx7qLTYKVkAQyIFUxiYqJZURYS1ErodDSK8W5mrNgnME4S+W8lK5Xs8qYmezCalbWWQpb8uXkHnOT8dcrH5KoiKZOSfVZYQ/vzfIzlFzBuTnOVbVK14IkfvZMD9QmSvYuuvueiUWCVRrLrCyJ6+RiEXlV+STDnW/u+k3j5Xc657DOUNk5czMgM0NKOwcc03IfLf0O9DKmButKEt0jlE0uO6CbyjA4HDM5ntYTHFBaEsYh7V6TtHU5PKAxlqqsmI8zxsdTysK3haSSKC1ptFPavQZKKT/QXWLnOufXt8xLysUEyHice5lXFFmBOZUZmsowGc7o74+YDGfEqZ9oFHnF468PyPOSZjshTiOi1DuABuGJzrsQgu5qi7KqKOeWvKjI8wpd49Qr45ONQHvc/Hgy5/BwgtZe+vbwcMxgOPOf14r5vKCsDHFWoqRknhVY60gSn1wsui9aKzQvvplNy5LHkzGhUjigUScbWWWYlSXgkEJQ1v4dgfQ6zmXt91FZuzzRs8rjxmOtvaMx3pDpdbtvWGtx1tHfHXLnD/e4+/ED7v7xIZPhjLzuPllrCWv+TTbz5lvdzWdxxA6P2c9mOU++3ufz39zleG/A6GhCkRVUZd2pCgOSZszhoz5K+6r22pUeOvDXkHW+qn/0+JiP/tNnpK2EtBUTJSGdtTZBFDy1DQ5nLU++3uef/tePAe8ue+O9nedut3O+6zUdZ9y/c8DH//Q1H/36Hve+3MM5bzQVxpow1CRphFTCVz8EOOv3mzGe01EU3rW2qgxSCoJI09tokc/LZYJykTHgpKNhOdgd8vDrQ/7wj1/z2/9yh8nYdwODyK9TnAQ0W3HdcVvss5Nk4/hoypOHfR58tc/x0YQoCkDAzvVVGq34XD7Jc8+ROnno74958qDPx7++y3/93z9lMsqYjr0DcBDqJYzLd3KoOTCOsqiYzwpGgxm7D+Dh3UP2nwx9x1Ipdq736PQal1qnbxICQRIEdNOYSGvSMKCTRLSiiEYYUhpfIDLWoaSXLq+MpRD++Kq621g5i0ICiw7os6pLL3Iil0KjaZyoZ575/l/+VNLVxoxZUXE8mWOsJYkCAqXIy6pWAvMT69PVR1MnsYejKQ+PhvSaKZ1GTFn5sXRhoLuYkFfWUlXW84ZOdU18wllxMMjYPS6Jex2aYURxXDA/CAiuv8VKtE1VGUzluVLOOpRWy26ctY6qrHAObwRXm855x2qNtY4y99wgqSTWWD8O1lBMESgIPDSvsn6CV1qz5BZaa8/A9qZVSW5KmkFEooPleeer1he8nl2GtQOcneIoEAQI2UKKFCEW85gK5zKcneEoav6mgaVMse/aeWO/qH4ky++/6nXsnMG5AkdeTzwLqLt6J4m2YGFu6M30oroKnrC4mJ79fX9tGXOEsQd+4oJDyg5StpfbcP46lVg7wNoxjhJqI0ohIqRcqQ3mdN2dejasnWDsEc5l4AxCJkjRrvdX/Fxe1EKlbVCOeDzf5/Px13w8+oLKVlTnFLEFIIUklF4JauECHsmAuJ7oN3RKqhIiGaKFN+zTSx8d79lROV8YrZwhMznTas7UzJhWXkY3r53HS+fPxcIWS0nrk73tqJxhNztkWI5pBy06QYur6Rax8j5oi2MkRUSk3yJU58PHLc4XYAAlvL3CNzH1S4OA9UaDvKr47OCQdhTRjMJ6n8O4yOnP/Hi03mgsIVavK166NK8Y0aAZbHlMLJrCTglkSje6VScVpxYoIrRMaOgN3769ROTzgt/8b3/kd//xE4rMT1ia3ZTtG+v86n/4kLd+enGYE0AxLxj1J3zxu3v85v/3JwYHI5x1xI2IZifl/b95m1/+m/dptFNP3LxESClotBN6Wx1WNjp01lpk05wwCti+tcH1d3dodtKTzytJFIdnEqZRf0peb2cY+YlooxXX1XQP15nV1eMiK5FKMJ4V7O2Pahw9lPXNQAgPeVpbbbKy0qhhSHB0NGEwnDGd+ElhVU+gJpOMwWhOWRryvGQ6zXEOut2Ediuh0YhotxMa6ctVYxZeH+Pc1dALMNYyLUvGec5qmrLdbC0hWsZ6Y0Fbw6oejIZMi4JxUTCvKlaThJU4oRVFdKKI1L5+oz9TWYqs4N4nD/m7/9c/UhUVjU7K1R9t09vs4vCT2PkkYz7J6K63iJKnHFbrEJyQpcvCQ2m2b21w+6fXCeMQKQX5rOB4f8j9Tx/z9ccPsM4xn+b84r/7gLTlb1RBqGl2G6xsdlm/0mM+yXn4xS4rW12u//gKSfPpbfBE5cHBmCdf73P1nW1ufXidlXMSokVY65iMMnYfHvOn393nt3//FceHY5xzPgFvxmxd67G22abVSUjSaOlgaypDnpVMJznjwYzjownD4ymj4xlhpOlttFnf7NBoxYShvtSNt8wrppOMj//pHv/4f3zG4/t9xsMZZWVQgWJ1o836VofV9TadlZQg1AgpT3U0hhzuDjncHzGfFcymBY/uHvKf/7dPGA1m/PP//j2uhKuEUfAMn+S561QaslnBpx894O//w6c8unvI8Hjmrzcp6K42Wd/267Sy1lyS0hdJxuHu0K/X3ojJaE42L9h7fMw//h+fMx7O+Of/5j3iNCSM9Eu7h68jpBTc6HXpJrE3cJKSNNAEShEHmsIYWlGEkoIoUGSmItL+2L8briGFIAw1makI6i5RaU1dmT6pOGspibRGXThxOJ2Y/uUnG4tEYzzP6U9mWOtY7zSRouRJf8RwllEZS6gVzSTy8pMCsqJkPM85nsw5Gs8QwOEopqwMx5OMONS009h3hqVgMM04ns5pJRHtZHHfcYznOaN5ztF4xjwrcGtdkmZMEKqleIExluloxvh4xvBoQllUNLspaSNGR4qqqDjeH2OtpdlJUUpS5BVJM2Jte4UiLzl8fLzsDmfTnGF/QhgFNLspnV6T9mqTyhnmpqSfzzjKZqwnDTaTFpnx0uy69n+6Mz7iyWzEj7sb3GyuUjp//0iUJlQXm2cYs0+W/R1F9SnWHCBljzD8GWHwLoF+y3/GHlNV9yirOxizi7WHWDfDuZyFXLJPUNpofQWtrqL1LQJ9k2+iROlcjrF7VNUjquoexjzB2D7OTXAux+F8klFP2JXaQKsraH2TQN9CiJTnS+47suIfmM7+J3AlYImivyUOf4XSO2i1de63rJuS5f+FvPgtxh5ia/8xrbZJ4n9DGP4EKbsIzpfirqq7zOb/M6W5h7MzguAWUfgrAv0WWl8Dzk9yLA5jDV9PH/EPR7/n3uwxpS2X/j9PhxKKWEVsx+tsxmusRSushl3aQZOGTgiEXiYXC58bueyInuwjW3c4LF76u3JVnQRXjKspo3LMYT7gMD9mLztkNzugcCXmnE6LcZbMFHwxvkthS/4lv2A16vquyvIckUiZgnvOfnAFc+P3eUM3kTJGvKTw+6LY6bT52+vX2JtM+H/84Q+spim91M9RnYOj2YxxnrPZbPI3166y2Wy9ZImXi5depQu/DCEkWsQYVzA3fbRM6IQ3CGsY1aJ9GsoGoWzVbezLTeCr0nDvs8f8+v/7MfNpjjWWlc0Ob314nXd+cfPCy1mo6wyPJtz75BEf/efP+cd//wf6e0NwsH61x7V3trn2o22MObGsv0wIKYjTiJX1Ntd/vM3wcMxsMicINT/6+U2u//hssqG1otlNMZWh0UmoCl8tElLQ22x7qNRKg6TpK9k68Bjesqh8FVz551VlmU5ysrz0HIG8oigqXzFSkjQJ6XRSqsqSFyXzrPTdlrqqtFDQmUxz+kcTsqIiy0qyuSeIGmNwFqIoqMm1L+fX2houNStL8jqJKI1hVpXMypJI62WSsYRRnYJZ9edzjuYz//3KYOpuR6gUMk5qVa7XG4uO1/69Qz779VesX+1x44Or3PrgGtff3QEhMMYwOpowOhoThJooCYkb53TXaj5GGAW0VppsXFtl4/oqq9srPpENFLPRjEdf7HG8N+TxnT3u/fEhcRry7l/dXi5GaYXSis56i+1bGzz+ao/duwdsXl8jn+cYk56pguczn0wPDoYMD8a8/fOb3PrJNbobL0o2LMP+lMf3D7l3Z4/7X+2D84nO2mabrasr3Hpnk+3rq3RWUtJm7Cf2wl+f2bxkMpoz6E852h/R3x9zdDAmijSrmx12rq+SNqMlNOyiMehPeHy/z2cfPeCjX99d8h9a3ZSVtSbX39rg2s011re7rKw1Cevzs8grxsM5e4/6PL53RPTlPvtPBswmGf3DMdNJhlKCKzdXSdKQtY02KrlY8joazNh7dMznHz/i9//wFdmsoMgrWt2Uzkrq1+n2OhtbHdY2fedJa0WRl8wmOXuPjnl8/4h7X+7z5GGf6Thj2J+SzUuMMWxf69HupqxtttHNbyHZEILVRspqI33mvdNytqU1WOHQlVze4FMd4ICZKZiZgkCqGpblr3dc3WVyllQHdOOEWAWei/CSAcS5DOdmwEmF2McCtrNIQtyp107GbV/l/fbgaN84ahGP0limWVFzNwwFsD+cMpjOCbUi0IqsqJbjb2UtpbHMi5KsKBlM5+wej8nLisE0IwkD5nmJqseI0TxjMM2YZgXzvFxy4Bacj6woyaoKpCCMPH8MALFAGUw4eHzMqD+hKg3zaU6zk5K2Yqqy4vhgRJlXzKc5SinKsqLVbZA2Y/Ks5PhgTFVUBJEmm+WM+lOiJGQ+y1FK0lpp4IQ/mtOyYH8+IVKa1bjBtCwYFhmJ1gRCcphNeTgd0AljYhWQGe++vpE06dby7i8rbjg7pqg+Jcv/C1V1z0+yhUKIGClaOJdRVl9RVJ9Rlp9QVQ8xZg/npliX1ZV45bsCoovWNwj0LUI7BgxKriFrmMtL18UtEuwSYwcYs0dZ3aEq71BWX/rftvtYO8KR15/VSNFAyg5a7fhEwx7i3AyltlFyDfCme0//flU9JMv/c528ZCACtNr0JnxPJRsLfoJzGUX5KfPsP/jEyw0B0Po2Wl9Fq22f5DxlYuy3zVKZPbL87ynKj7BuSmR/hVbXUWq7Tp7Oj3mVMa6m3Js+5o+jL5mZ7NwJfSRDYhXRrl2+rze2uZpssRmvsR6t0AlaS+jShV29rXfV9l3Fk4nHuJwyLMbs50fsZkd0wxapjhmUY0blhNwWFKd4JA5H6Sp2swPmJud6us31xg4t3TgFpxI4FAaobInDoer5tkRSOcPM+Os/IQACSldhbO697hDIBSRM6Od2ihax0Wjws+0t/uHBQz49OPDjT1HW6wuTPKeyjg82U36yucnaOfeJbxIXHqElCmREQ2+wHr+HkjGtYAddt+AW8oNyqUzx3Une2sqQzwse3dnj7//n3/P5b+8yGcyQQhLEmuvv7vAv/i+/4K2fXidtxpfuaixCBYrWSoNf/uv3uf3B1bpNLGmvNmn3mjTaJxdhGAdsXFmhu9b0XYka272Aj0glfGW0hkHNJhmDwzE6UMvvSSWJQk27nZAfVgwGM39RKFmTwivyvCTPS9+5GMyJ44AgUB5SVjmKsiIvKiaTnMk0Jww1nXZCp50ghUAqQRwHdLsp3U5KeIlWmrGOggotFWkY0IxCBILNRoNukjDI5ozmGatJSieOOZxNGeVeG7sVRrSjaEnoipWmG8dsNNILV64uE2VeMRnOmE0yqrKi1Wvy1ofXufqjbTaurSKkwFlY21mhzEuk9Alf2j6/iqOUpNFJeO9v3ub6j3eIG1GdNGqEFFRlRdyIGR75SsXe/UP6e0OK7FmiW7Pb4Mb7V5mO53z2j19x8KjPZDij1WsSxsHyRjLqj3nw6WOO94aAo7ve5uYHV1l5UbJhHId7Q+5/uc94MF8iWBrNiJ/+6hY/+aubbF1dYWWtRRB6GN1C0WlBgq/KiiKvyDMPo5qOPc5fa8X6VocovryJ5707+/z6P37O3S/2PAzL+W7fux9e5YNf3uDarXW2rq4QJ+FyYiQQy0T69rtbHOwO2fr4IZ//8RFffPyI48Ox50rtDvn4n+4ipSCtj8tF4vH9I/7hf/+MO588JpsVVJVFSMHtd7f46a9uce32OldurBEnAVEcIGsSujUevnLj7Q0GR1M+/+NDPv/4EZ9//Ii9x8cU9UTsk9/fJwgVP/ub26TNV5GMfDNRGMPDyZDjfE4riFBCMiwyMlMtE4dFEiJ9uxLjHFlVMa0KelHCrU6PtTilEyUvTTaM6WPMA5TaQqkdFsmFcznOlV7hSKiaoFwCZf23wFcH1xDi9Vbh3mQIKYhCTRJqpBA1f84nEwtVsOvrXQAeHA6ZzHOsc/RaKbc2VjiezJnnJdOs4O7+MaH28sSlMRyOpxSVoagMgZJEgSYvK/aHE4z18JQb6122tlp89uiAx/3RucenLCoOHh/z+OsDwsjflybDGVWd/CitCKKAqjQMjyYIIQijgDzMfRJS+K7rZDhjNs6WMMuyqDjeH9HspDjrlgT3SOmleqJAMK0K9rMJvSihXUOnOmHCQTbluJgzKXMEgp+vXqGhQ7RUns94iXCuwNoBpnpAgaQyD30iYh5i7RDnZkssPRicE0DloUVMsW5IVd2hrL6mKD8hif9b4uifc/EOh8XYPln+XymK3/kkwzzG2XHdTclOwbgADJYKa+ZYO6Q0DyjKT8nVr4mivyaO/hVKbSBF66nfF0jRQMl1fw64DOemGHOI1rPn7Z0ljMrYQ5+gLN8q/TVrD1Fu49ztcq7EuTnWjbFujncaj5FqHSk7L5wfHuR9vpzc5+H8CZNqei50SgnJathlJ9ngneZNbjau0AlbtHWDWEVEMiKUl583VMYwy0q0kiRRgKy74ImKUZEi1Qlb8Tq3m1cZFmO+nN7ni/FddrND9vOjZ5ZXWC+Pe3/2hNXx17zVuLZMNiyW3MyZmSnjakBpCxLVJFEpoYwobM6kGiCFpqN7lBSMqyEzMyU3c5RQJColVS0auo1+SbLRiWMvZa4Ut3s9pkXhkw3he3bNKKQVRey0Wmw0m98+jGoRQkhUTfCTIsC5itwMKM9bhBBEskWsunybbfEFYXQ6mrN774Avf3+Pz37zNU++OiDPStq9JhvXerzz8xu896u3WLuyQlhPEi4bfpIvUGnE1be3uPo0afip0IE60+l4mcKGkIL5NK/VjwKa7cQnG5Gm20kpiopsXqC1Ioq0x9EbS5KEKCWJ44B2KyZNQ6IoYJ4EWONIkpAgUKRpSKftZUqTOiER9Y0vSfx3kwtOyuIg8MRwHSCAUGsSrQmV52Z0ophuHGOsJya1oohuHJNXFfOyoiX8pCVQnrRVGYsUkpU4qU1nXn8sbmyqVohy1sOa5rW0atqKSZoRDX22m3D+sgRCCUIVsnnjBYpLFrZvb3D4qM+jO3tMB7Ma93xW3afRSbj27jZ79w8psoLB/oijJ8e0ug26Gx0Wp+u47txNBjManZTuRoe1K70XTqattYyHcw73Rp6HUkcYB1x/a50PfnmDbq9x4clvVRryvKIqve9EGAVLVbWLRFn4ztyju0f88bf36B+MqYwhbUSsrLV4+/0dfvbP3mJzu8PK2osnlL31FlGdjB3tjRgPZ1SlZdCf8OUnj2mvNHjrvR3a3fSMCtgz61T7aOw+6PPJ7+6z9+jYQ0TSkKQZcfvdbX7+t2+xsd1lfevFXgAbOzlBPVk7PpzQPxxjSsN4OOfuF3s0Wwm33tlibavjE9rnqFMtru/hcE6/P6Gs/A24kUa06us8ScJLQdeMsYzHmZcTnnvyvRCCXBh2xZQ88F0KIQSDPGNYZEv3cFOfs/oUN2NelYyKHOccvdo0tHWBrrGf+OziJ2khLPw27BTnMoSMESLCy64uHMg9xt1XcdsX3ubvSzjnizNZWZEV3vtES0leVmgpWWkmVMaLakyyHAe00wit5JKXUVlLkRucC5YkcVcbNE6zgkYUEAfa94Gco6gqD6N1EAbaKwBSX8Pzwj9mXpUvmxXMJznZLEfpkzGyqgyzSYYO1LJglk1zVH1/s9axe+8QISVhHKADRT4vPGctOuU55Rb+HXWXx1oyU1GYisoaJmXOYTYlUZpOGJOogFYQMalyjvOCWVUSSEVuqpfoBL3oGGQYs0+JwthDquo+efFbnMuRsllDhDbr1r6AOtm1boyzY4yZYjBYO8SYXZRaQ+tbKNm5QPJbYMw+Rfk5ef4P5MWvqcwDrB0vOSBKbiBECMuunQNXYF2OczNM9RAjdqmqrz0HRaSEwfs1JCwGTsY4IRsotem7NBxh7bROIs5RN3Ku5o5MsW5Uw6ccnhdi6ySkjzGHOH2ekV5Vf3dSL7/EKy+lKNlDLs2Pz8ZC9ekg7/Pp+A5P5gfk56hOJSqmpRvcbFzlndYN3m3d4ka6QygDdJ1gGOt5rdYaohrSmxcl1nhekXPOi+DgOUdSSoSAyTTncDAlDjVrK02SKPBS5lITSE2jThQ2bI/CViQ69vwQFVLairnJvOP4YpuwZCbn8Xyfhk5YCdpsJ+sI6nVwBZmZMqlG5GZOYXMqV9DSXYyryE2GEhqLh3VNqzEzM6ayFYEMCWVUq8O9/CpIgoAkCIiDgM1mi/5sRn8+91wvKVlrpPSS1BcvXqNz+CIunbpk5pj9+cdkZoASwXNaN4KN5CfsJH/1jMP4mwznPHzq4NER//jvP+KP//VL+k8GlEWJkILtW+v8zb/9KT/+69usbLSJ4svdnL/NSBoRG1dWAF81V4GvMMdxgFKSJAnY3GgvpVkXA38UB0ShJooCdnZW0DWhbwEXWyYbSUhRQ7SUOiuBprQiSS5enV5NEn66ueUdxx0oKVA1cU8ICKSvvMU6YC1NibQm0Z5Evt5o1C3wWolELPxABI3g8hXyi0aURKxsdljZ7NJZa3H4qM///v/8e259cI23fnadK29vsfPWpifyXzDpellILUmaPonBeQKxrbtcp2VZ01bCzu1NNq4/Jm7EzCYZDz59QtpKaK40lhCl4dGYe396SJmX7Ly1Ra/uKryoU+ecn1wUeYUxJwPUgq/R7iSXShY8F0kThgpr3Qmh/IIxnWQcH028d8XjAUXdRVrf7nLr3S1uvrPJzrUe8QXOxyQNuf7WOvNZzpefPOZov+ZKTAt2Hxyz+6DP+HhGvt4mSp7P3ZhPcwb9CXuPB+w+OmYy8jfk3kaba7fXuPWjTa7eXCO+wHkRhpqrN1exxvL1Z0948uCIySgjz0v2Hg9YWTti0J+Sz0uiJEA+RzGrLA3TacZHHz3g7/7uc4b1Or11e4P3P9jh5o01rl1bvTAfZbHMr77a59NPH/PgQZ+Dw7GHYq7E7Pxynes/WqMXp4RScTifMiz8pBBYHuPCWgKpSLWHTAkhPIEXV3c/LjIVNECJtfs4N66ryXNPTLUzpOogRLOGSgX1ZMw73y4Inn9OYaxlmuUcT2YcjabMi4qD0ZQ0DLwi4FOJsKrNIfPScHf/mMm8ICtKAqVII88Jq6ylGUe005hZVjAKfTekMIZ2EtNOY4azjPE843gypygrDsczLxYxmTOoBMcHY44PRhzvj4jiYAntXUSr1/Bd9/GcsqiWsF6HI2lEbF7rMR5M+ey3d2l2Ej785+/Q6qbYWhLcGkvSiGl2U1qdFCElmSkZlzn9fMpRNqUTxkyqgmEx5zifsZ22SFRAqgMa2l9vSki6YUKqQ1aihOACUL3zwroplXmAsfuAw1lfgQ/0dQL9Y7TeQcr1WoZU+Im3GVKUn1CUH/ukw818F4SSovwjWm0RBO8TyhcnG9ZOyIp/JMv/C0XxEVV1H+tmCJHUPBAP0fKdigYgcZRYe0xldqmqryjLT7F2imVEUXyMtUNsPEDJFaRcPQNJlKKBVptYuw9mkeAfYO15nQ3rkyl7hLNTfFci9OvgMhwlxvbrZOXZZMO5AmOP6/1S4evmAUKmSNldbs+zx8NSuoqDvM/n47sMy/Ezn5FINqIeNxpX+GnnXX7cuk0raBDK8Mw5UJaGg/6EoqjYXGujlWTvcMw8K0mTgKqyHI/8trebMVEtLX9wNObOg0M6zRjnHKvdBq1G/My4qoQikpIb6Q69sENLN9BC82D2mIfzvTOfNc6ylx8iBLzdvE5pS7TQwIkClhYBlSiZVxOcs7T1CqGMPPe29hiyzlDYDAc0gw6patJQTUIVI59D0j836uGyFUXEQUBUG7eGShEp/UrX0kXiFfokYplgGFfW6gZeIterURUYV9AOrvJt+2xks4LjvQFfffyQT3/9Ffc/fcxkNCdKQrobbW7/5Brv/81bXHl7k7SVXBpX/jrjZUlOUEvePh0Lv434BVAVIcSZrsR5XZQ0jV74/mUiDULSIFxigk9/+/TzWGnaUbR8HimFi87//JtOAnWoSFXC1s113vubt9m9d8DwcMyDL56Qzwv6e0MOHx/TXW/TWWvR6jVprTSWcKrTsdh/1lhmY08oz6Y5xbyoHaZrn4bBlIdf7NLfG5LNPCfJ1sobpzGlYRSg1lqsbnVZ3eliSsPDz5/Q2+pw48dXajUow/BwzKM7ezQ7Kdff3aG31a2T0ucnGwLqbs7ZKro1zhO/h/PaD+R56iZnQ0rx3AnyRWI8mPPo7hFH+yOmY9+q14GHY7394222rq7Q7l4MOxqEmm6vycZ2l43tLk8e9Mkzz5+ohnOOjyYcH01YH88JQg9XPC+m44wnD/oc7A0ZD+dLFbveeot33r9S81le7GOyCKUV7W6D9e3C803WWxRFRT4omY4yBvU6jYdzX0F+DlF8wc/a2xvy0ccPOTqaLF9fW2uyttq6NPfMWku/P+Hu3UM++2yXh4/6Hgp3pc32e6usJw26YUKgJGtJYymdCw4tFOCVqQKpaAYhDsiqklgHtMKIUKpLXMcO56Y4O8W6+RLCgssxpkCIsZ/0iQQpNxAirjsbwDlu9EVRLbs2k2lOFGo2Nzs0Gr7A9G0UmU53jiYT3/HZ3GzTaMVexUlKuo2EJKyWUKjVVkoS+k6FFILVZkoUaIJFQUgIX3XtNIi0phlHvpthDK0kYqWRkKUV7aygqCrKytBtJHSbCUkY0IiChZkSrSQiCXzCIqSg1UkpNzpESYjSqhbFCKgKr6bXWW0g6u5bnpXLMaIsYtorDVY22v7e0oq90uNq05PNK+OvwaIibcW0e02a3dQXWLwCO7EK6EUpDR2ihKARhPSi9AyEyjlo2XLJ+0tVSDuIkTWJ/LLhXI4xh7X8aYmSPUL9I4LgPaLgQ5S+gqqTDYTA2hHWDDwMSCSU1ReU1ZdetcoWVNXX5MXvkXINgnee85sG56ZU5hFF8RF5/huMeeQ9FmQbra4Shj8h0O8SBLfRcgMhGiCkhy/ZPsbsUsh1hEioqrtU5iHG7mLLY5RcI9C3CYJ30OoaiymeFL6zIaqv8epLL+hsYOttPcC6GR6quIIgqhWtfGfDmqPnJBu5f98OwVV1otFEimat/HV+kWZuvHnfYXHMQd5/xktD10Twq+kWH7Tf5q3mda6km+cuy1jLdJYzmxektbz/YDRnMssZTnySPJ7mCAF5XtFsRLQaMXlpGE0ytJJn1ESfDq+CBt2wTTdsk5uiVqKqOMyPKZ3B1PAvh2NSTjkQkn4xZFhOfHIiJbnJyJZWEY7CFQgrMa7CISmsFwfITYYUitL5fRLLhFQ1iVVj2c159jj4+8G0KBjnBeM8Z1zkZGXFvKqWRd6F/Hk79sqEzTAkDf0xep2j5KWTjVSvsp3+gsr6iUFNJaK0c0o7ZVYdMasO0DJ+zav68hgejPjDf/qcj//z5zy6s8/4eIapDKvb63z4L9/lJ//iHXZub/hJ43MmGj/EN4unj/g3ff6mQtT8lBvvXyFpRtz90yO++ug+Bw+O+OI3X/PFb++itGLnrQ2uvL3Fj//mLd7967e8FO45545zjiIrefLVHg8/32X33gGHj/rMxhnZNKPIS/JZwXQ0YzKYMToas3HtfMiVqDtDrV6L6+9e4cndfR5+8YTNG2ue4F9UzCcZg4MRBw+O6K63ufWTa6xudV9KhBNSkKQhrU66hDUAZPOCu5/vstJr8u7PrhKn307Xb9CfcPeLXYb96fI1KQVrm21uvbt14Un96QijgLWtDmubHY4PJ8zqiV42KzjYG7K+3aHZfn4HZzSYcf/OPv2D8ZkJfG+tyVvv79Bbu7z8YBBoeuttNrdXGPVnjAdznHPkWUn/YET/YETajC7ULXnTEUnN1Wab253eEkZ1q73CTqN9lquBh+dIwdLDxDoPgQykJJT6HCOr80JALaUL1LKYGvCdXeemdfIB3ik8QsomxkxxdoFrPxvTac7nX+zyxRe73LlzwNpak3/3bz/k1q01lFIvFb14HVGWhnv3Dvns812+urNPWRr+7b/7CT/72XXSKGBntUO74Y1dG3GIkpL1ti9oNKIQ6xzv7KxRWXum2midJ7FKIZcGrdb6jkgY6KUho60NXoM6kek106W8sYOll9CChJ02I4rMJwRhHNBda2EqD98TAoLaN2d1q4M1djk+OOvQoSZpRoRRwN/+2w/RwUlXJIxDb3BqLCpQBLVktJSCWAToSBJrzZVGh0QFJDog7gRca6zQDEJSHRIIRTdMajlQTy5WQi6hu68WlRcmEAGCgEC/Q5r8nwmCH6HUJlI06g5azUeVPVAlSm0QBj9hOv+fKKt7eJiQ8UlA+TFR+NPn/qKjoDIPKco/UVafU5kHOJchZYMweI8o/AVR9LcE+tap3z+BUUm5ilbX0fomYfBjsvw/MZv/f2qJ2TlldYd59h8Ag1LbiPq7QjZQcrPuKuCTenNYCzM8tY7OeK6G2cO5OUKEBOo6UnbIS59ILDsbvLyzIUSMkqtI2YEXVODH1ZQHsyccF0MqZ56RlU1UzErY5q3mdX7afZeWftG9wR+zsrIcDz23NStKZlnBZJZjrSMOA5QUDMdztJZsr3eojKHXSel1Gqx0GqRJdCHj1c14jVQnDIoxD2ZPGJdTpuYkkbM4SltxXIzYy45QiaIpYqZmzLDsI4VcwgstlszOsM4yrgZYHOPqmEBGGFehRVBL4cqXjmMO2B1P+PTggM8ODvn08NArmNoTo8JQKZIg4L2Ndd7b2ODt1VVuhK//PnTpZCOQ6ZmuxWKFKzunsFMEkswcX5j9/zqiyErGgyn3P3/Cp7/+iq8+esDgcFQrPXW4/uMd3v9nb3Hr/au0e02i+Lu/oX/TuMxE8GWffV2Tyu8rJO28EDXEq7veptlpEDdikmbMg9UnRGnE8GDEqD9h9+4Bo6Ox53doxfbNdTZvrJ9ZljWWwf6Ig0d9vvjN19z/9LHvbGQFpjIIIbx3SajRgZdHfSkHRAjavQY33rvCdDzjyZ09Dh8fMz6eeGWXozHDgzH5vCBtJ1x7d4fuevul2ZqUku5qk+1rPe5+sYdUnvidZyX3vzpAB4qqMowGM5qthEYr9uZz9eTgVV24nxfj4ZzH944YD08GZiklnZUGW1d7NF6BOB0EinYnpd1Nz3Qvi7xi2Pdu3y+qWs0mGbsPjhkdT3H25IbX6qTsXFs9w726aCglabUTOr2zSV5VGkbHM0YDL6n7fQglBa0gohudwDC6UbLsXMLJaXb6+ate/0I0kHLzqQ6nqyugAmMeY61DiJaHYag1pOyeIpA/2+WdZyWPHvb59NMnfP75LtevrTKZeAM9pS7m//JNo6oMu3tDPvvMr4Nzjl/9zS2v/qYVcRjQSp7ipD31PDpF0ny6c7yc7DtXQ0+f//rp1+D8DvJ5PC1XK425GrJ2ZjmnDv7i9TAKzgijAERxuJxIiVpbd/F5XePFYx2cUUJNnnoeSMXiqnvRNlwuHFAhaKLUDkHwHmH4CwJ9HSFSnucfIWULpXYoqk/Qagtjj3FuiLFDqB5g7LDmF52gQJa/6ArK6h5F+TFV9QjnJniFqx5h8AFR+CvC4P3nytEu18G2UXIN60YU5We4ymBtn8rsQvk7tL5GZH+FkxIITjobtVWBdXOM7ddEdMNpfgcYLwFsdnFuhhAhSu+g5GbNK+lj7aj+fvbM9x2F/4wb4o3qIpRarYnhmudde5NqyuP5HsNy/Ixxn0DQDVpcS7fZiTdYj3rIF5DMlRQ00pB5XnLQn2CMpdmIaCQR42lOWRnCQHtpZSH89Rhp4jwgqEVRFltzkWjUpn1Xkk2uJds8ZPdMsgFgnOG4GLGbHdIN27R0QigjkhqCBYLENdAiqBMLQyvoemilDAlESEO1CGRIpGKUfNZl/HSMi4LBfM6dfp9PDw7Zn0x88aGWOl+MJwu45ePRuC4eCUKlaMe+y/G64tLJhkQTyBT31EEIREIkO8zKAyqbYZYt7jcf09GMrz5+wCf/cIc7f7jP7v0j8nnJ6laH2x9e571fvcXbP73B+pXepfDoP8RffkgpCSLB5o012qtN3vrZDWbjOU++2ufRnV2+/ugBX390H2ssh4/7/PP/6y+fSTbKouLunx7yyX/9gju/v8fx3oi3f36Dt39xk+5ai2Y3JYgCslnBw8+f8OXv7/Lx33320nVrrjS48cEV9u4fMp/mHO8NOXx0jMNx+KjP4HCEDjXd9TZX3t6k2X15F0BpycZOl7Ko+OyjhwSBrjkcJQ/vHjI8nvLo3hHb13rcfGeL67fX2bmxeuIj8ZonadNJxsGudwgHahlhQdqM6PYahK9wvUolidOAOAnOQKXK0jAZZ8xnxQuTjfms4HB/xGSU+YlNPTlKGiG9Wnb3siGkIEoC4jQ6s05VZZhOc6aT/IXr9H2JN9GJlHKdIFhIqJ+awwpRT2RqMrq+gVJXa85GgBBNcBYhn03+yqLi8GjC0ZHHbX8XYYxlOJixvz9iNisuxYN7Xjxvfz9vvv3c1y/5o+cWDy958F93Mep1LU2qHlH4c8LgfZRaq7kOL+rIeW6VUtsEwY+g+pKqGtb8Dek7cbVp4DPLcTlV9VXNseizIE5ruUEY/JQw/ClSvFh0AkCICKlW0eomUfgzoKIoJ16lqsypggcYewRCI0VnSRCXwicbnhM1qGFUiyLHIrk66WxYN0MQotUWWl2nKFcRPKi3deDND11RFwYWIgUFtu5sQFUXCdaQon3qN56NaTVnNztiXD7bbREINuJV3m3dYjXqvjDRAJ/Mr680qSrLF1/vMZ0X/PWHN9hq+k7icDz3E2sp6LQSum2vvLnwwFGzvO54KFoN+VIunFiuY4/32m8xNzlPsoMznzHOMihH7GUHXE+3CZIN1qNtusGaP5eFN02VQqBFCDiayotfRCpGIOm4ni9eimDpGfK82J9M+Gh3j6/7fe4PBtzurfDfv/0WrSiiFXnYKw6GWcbxPOOT/X0+PTjEAUVV8eON9e822ahcRmaG2Kda197y3ZKZAZWdez7HGybuVaXX+N69d8hn//Q1n/3mLgcP+5RFRaPtSbbv/81bvPOzG6ztrFzagXxRGXr05S6Pv96/0HeUVjTaCa2VJisb7WeqPJeNUX9Cf3fAZDhnPsmI05BGN6W71qa73lrKkU4GMyaDKdnUK4hUpcf1L9crUOhAEddeEc1uSqPteSvqFQ3FFhWmfF4wG2eerzCek2clZe0DYo3lPJfhl4VUknavuXx80/34vPBO1KJ2605Y2XQ46+istehtdbCVpf9kwGQw44t/+vqML8YiTGmW6mfDgzEqUGxcX+Ptn9+gu96mtdIgTEImx9Oly7i6AF8oacRsXF1ldbtL0ojI5zm7d/cp8pL9+0dk05y1nRV6W12aKw3CC0jOSilothM2dla4/e42R/sj9p8MOT6aMK9VaCajjOPDCaPBjKP9EU8e9lnd8CZ/zbbvdngJ2eAbm9Hl85Lh8ZQsOylOGGN5fL/P7//hq3OdqF8W4+Gch3cPOdwbnZEWtsaQzQvyrDzTsXhmnbKS0WBGNitYcpwF7D0a8Id//PqVHL/ns8I7iD8eLD1t/Do58nlJnpXf+2TjTXUupUzgGWOwhdZ/hVJbCBGg1BWUWmcxzRQi5iwrjCWkKMtKjo9nHB/PKIpvt2O0WIeiMAyHcw4PJ2RZ+Y2Tjeft/8u8ftljeNnfvOxyXiVe93koRYcgeBetbyGXQgQv+n0FKKTwfhfGLAjBplZx8g+EXMKY/L3SYN2MqtqtCeFTBAFS9lDqClrv1F4ZL4ceCqERaLTaIAx+jDF7FOVnwLyGMR1SmUd4udk2QqQotY6UC3K28WRvO60VsE65qDuLsQMqu+dJ80L7ddQ7KLWOkC2cPV6S460be2fwU8nGEkblKoRcwKi6L4RRzU3OUTFgaubPFLOFEKyEHS9xG7QugNbw9zolhR8hhCCNA1Y6KUVlaKQhZWWIAk2nFdNuJmgtSeKAjdUWUagJAn0hCNVi/QBWAr+OX00fPPMZ6xyTasZxOSK3BVIoEtUgVk9t66nxLFav7nVxOJ3x8e4exll22i1+9P9n77+65EjyLE/wJ6Lc1LiZc4eDk6CZkZmVVVldXd0900P27NnZmcf9fnt23/ZhHubM9pDu2q6qziySLHgAAeqcGTflIvsgagZ3UHcHEBlRmTeOBwA3oqJqaqp/du/tdvl4eZma5xG6TlnM0QyThF4UkRY50yyjH0V8trfHQjXkSqt14e0/iwuoUfU5jL8iKYanfm8I4hmT/IBs3pp7t0jjjIOtHvc/3+Sz/3KX+58+ZjqKCao+Sxtdrn+8wcf/6jbrN5bwK+fP0LQ2IzK//k9f8B/+n397ptf4VZ/Ld1bLbd964yB57/Ehv/6PX/Dwyy227++zeKnD1ffWeP8vblBv36TIFfE05fHXO9z/7An7T47Yf3JENEmIS1dwIcAPPcJ6QHe1xdJGl2sfrrN+Y5mwEVw42QBAw7g/ZevbPfNzb4/e/oDB0ZgkSkmTzCQcrwjuXgQ3cLn1yRVuf3KVWz+58s6SjWchBAhL0FpsENYrxBNDbPzm1w948NkTpqP4udcUhaK3O2D/seFPrF5f4tpHG1x+bw3btbFL0rZSmnF/wvB4NCcdvwqO71Dv1GgvN+mutREItu7tMRlOOXhyjOVYXLqzSmel+drRrFPv61jUWxU++tkVgtDl139/j68/22QyjEnijGiSkGU5w8GU+1/v4gcuzU7I8lqL9StdNm4ssnKpzcJy442TjZkD+Px4aOOB8k//+Rvufr7JS2qqr0SeFyRRRjQ1HYMZVKHJ0oI8KzjJxXju9ZmR90yTbH7T00rz6T8+YPPBAYjzr6lQqlxTynT89BwyEow5WZqf+zvyxwELy1pGynaZXLy6t2KC/JzpNGXQnzIcRnOJy+8SeV4QxymDYUS/P/mDrOFPOBukrOHYV0qTurMnhEL4hjgtThQxNRiPidh0NoQ3f8AQp8cl5+EIyJGiim2v4tgbpT/G+bikUjaw7WtY1tcIYc/0elBqQJ4/xJItsNYMMduyTTcQG5MYGaK4UselqMjsHnuysxFhiRZSNrDkIpZcwpKdkkeVUehjlDpCCh9mx+EkQbzkbDz113j5/SJRCYNsSFw8f4+VCBpOjRV/cS4/+yoUSjONMpIsp1kLaNQCKoFLGLisLTVZ6hRGPVGaESrbltiWRatR4aNbq4ZP5DlGmOEco8N1J0SIRaov4JPoUgZ3lE2eI7+/CxxPI74+OOTD5SX+6+vXWalXaVUC7GcEZELHwbEsfrK2ykI15G8fPuKL/QM+Xll5q+s5d7KhtabQ2XNjUhqF0gW+1cCVVUJn6ZXzZG8CVSiyNOdod8A3v37Al//wLdv395kMIxzPYWG9zXt/dp3bP73K8pUFqhcgmc6gtWZ0PGHnwcG8Uq8KVZLrnn9+pSSetpcaJNGbn1DRJOFg65jNe7s8/GKLyTBCSkl3rcXo9mr52B6Pvtrm0VfbHO/2Odrtk0yNbvqs7udVXILQZ//JEXuPj+gfDDnc7rFxe4WljS5+6J15PERrU/0fHo/Zf2LW9ujrbXYfHLD35IjB0Yhxf0qWZuTZTI3p9YHUTMbXdm2qjQrLl7vEUUKev/0bdTJNmY4jc5ymKbZr4VWM87VVKlEUeUESp/NKtOu7L5WV1VrPyZTFTGVKa/I0J41SonHM9v19tr/d43CrRxq9fszQsozkZWOhxqVbK/T2B+w+3GdwNOZ4p8/GnVUuv7dGZ7X1St+Ik5h5gniew/KlNrZjJGtrjYCD3QHHByOG/SnTiVGmGhxPEFJwuOfRPzI+EYf7Q5bXWyyttugu1Wl2qoQ1H7/0eDkP8vIYF/nTqr5SmqP9IUf7w1e88vzQWqPyl393ZygKRRJn5rw78byZmtVbX1Nhfs6rJvUvG7PuheB5Z/GXI88Vw1FErzdhMk3+ICNUSmnG44Sj4wnjcUyS/GHGuP6E10FgOhSVsvL+6jGf514t7LIjcPK+OfOAyUGc7FSqMrDvo/QYY0gJCAcpO0hrsRRGOG/HqIJtrWDJNifDOaXHJdfpGkYi2hgtG/+QRpks5KUE7hFChGjdZNbxUHqAUn0zHiTDkldVx7K6WLJjyOOkqOKIQh1jyQWeygWl5X4a7oohiBue1auOb6ZyJnl0yokbjNytLW0qlk/NCUslvNdAG7EKx7JYXqhj2xZh4M7VPF/Gc/IcG7dhP8eLOitc6VKzIbA8HGFTaIWa8Zs1pColKuJTRoXvit+cFjmDOMa1LC63mjR8D9c6rRAohMC2LCwpWapWsaXkV4836UURSf52r1vnTjYs6RJYref8MwQSISSerOPbTTzZQL6mHXlRFHnBZDhl58E+v/2bL/niV/cYHI2xHZtaM2Tj1go/+/cfcv2jS4SNN6uICwFB1aO5UCeJM9I4JUsysiRHqe8+QEjjzIxW7Q853Onxu//8NX//v/yG4dGIUW9CluZkaYEujBrJDGoUk0xTxoMpu48PefDFJkuXOvzF/+VHCClZXG+fPdlQmiIv2Hl4wK/+199x7/eP58leVgZpM2K0lBItzqa3bzkWrm8Ihq2FBq3ZCNIFZuRfh9n5c7Td43i3T9gIzbhS1ceruCRRSjxJuP/pE+7++gEAS5e7hC8gBwsh8EOPSs1nOorYfXjA/uNDumstbNsijTJ2Hx3w6Mst7v/+MbsPD4gnLzJDejHq7SpXP7xE9uucb3/3iOO9PqPehKsfXeLK++t0VlrnvihKy4xTeb5Dox1y56N1Ht7b48E3e9z/aoftx4a0nZRdqWiasrvZ4/hgxP2vdqk1AzoLda7dXuGDnxqH7+7Sy+VkX4ZZt+G7GCGakeFe95VVhSLPilMJ0Ltc1FOTsz/hTZFlOUeHY/YPhsTxu68evghKafr9KTs7fSbn+J7/Cd81LITwTMIgw7JDcfbrlxBWmWicDn71LOE4dc874V1xwo1bYCNlHSlbcAFPMiE8012RtVPFXa2mpY/GSa8KiRAhlrVAUWi0HqDUuHQCXyhXnqL01Hjc6AlCVLFEAymCMmloI60OIvfQJyVw7VnxbNbB6ZfbLgnisluaHb48Jsx1TlwkZPp0kGtLC086ONLBEfbZgnNh+JiVwJgXu64RZDh97F760gvDEiYxcqWDJ10Slc7J7hpNqnJilc5lcb8L2FISODbOa4z6fNum5nnGWFnNfJLe4jrO+wJLOLhWjVwnJT8jRpEjsbGFh+NWcGX1nUjfamUk/4a9Cd/+/jGf/fIuj77epndgHC47y01u/vgy7//5DS7dXKaxUCtlDi+qkgJCSjZur/KL/+snJpCfuSWnGWmSMx3FbN7d5WDr+MVrnv2ptZEjfOYDnLk3ntVIJZkm9A+GPPpiCynE3E/E8WyCakCnZlSVLEsiLTE3cBv3p0yGU+LSJXvcnxJPE+qdKrZjYTu3qTaM9vnrjtdkGBnlpd8ah/Yn3+zSPxji+g61TpVGp0azW8OruLgzd/NyNGU6iufdF1NlNrKJXuBy5b1V1m8uE4Q+tWaFtRvLLF/unptrcxaYhEkxPBqzeXcXKQWb1cD4L7gWRW4CzoMnR0hLsnR5gdVriy90CLcdi5Wri9z66VW2v91jPJjy7e8fMR5MTRWldCefjiI6Ky2UUjz8bPPMa602Qy7dWWV/84hoHM8deWutkMXLXWrt6oVmqB3HtI993zjUu75DrVmhs1hnb6vH8eGIwfGE8TBiPIyZjMzPaBAxGkwZHBteQxyl9A7HXLu9zMJy4zkVqFcvZMabMZBSzH022guvc+E9H1rdGpeuLtDu1l69PlHeiMpjKqTAkpLucv21juHnRa1RKRO1+jtJqt8lZtXBNM2ZTBKm05TpNCGOM5LEeDzkuSqVi3RZfDDnnePYVCoulYpLvR5QqwWlZ8urz+PZNrOsoN+fMBrFpKULfZrmDIcxW9s9Hjw4YDh8qgbT60/47W8fc1gaF75OVW11pcmVKwu4rn1KzWmGWaGp35/SH0zN9hOzhihK2dru8/jxEYeHT4O9KEr58ssdo2x3hvGMdqvK1atdarXghWt4HWafx3gcMxqZDkuSZBSFRimFkKYY5LoWnudQDT2qVZ9azS/d6M+/zTjOGI0ijo8nZt+FUQXqdGosLdVxSnWt6TSZe5DMP8OsQJdBjlU6pXueje87NBoVGo0A17UvJBrxYkiEcE3Cgf1S9amXY6Y29bJjpE/8Tc05EpwMpoVEiKCUub3IflllR8QFMSOkq7K7MCp9MJ7ymqSsYslFw9WgP/fbUDoyq1Sj0n/DmMtZMkRabSPKgIuULSzZRQgPrQalBO4RWqcYD5HYGA2WxHFzjAIs2SpHuF6ezCltfCqeVaKyhMSVLrawkGeS0jZxledY2JbE92xs+7S0ydviIr3o9VILbGHhWA65Lk4kT2b/0iKj0O++kFUoozK1NRzy661tPPv151eUZWwPh6RFTvGWx3ovpEblypAJewyzTaL8iFRNsIWHK0NAE1hNpLBKRv3bSzhmYynHuwN+8zdf8Lv//BUHm8dopXB9h+XLXf7sv/mIOz+7RnOxjm1Zb7x5KQXv/dl1Nu6szl26Z07lk2HE3uMj/rf/19+9NNmYodCKOM/J1emM1pEW0nHOnGzE05Te/oBkmvLkmx0GRyPiKKWz0mT9xjLLVxZY2ujiBcYBdjqKGfUmPP5mm827exxsHZPGhkcxGUz56h/vkyUZSxtd1q4tYtkW4jXKC4PDEV/8w7d88at780QjzwsWOm2ufXSJm59c4fYnV6i1qwShZyrFecHe4yN2Hh7w6d9+zXgwNetIcsMJWKzz8//2Y/7qf/gplm1h2RLPd3FKJ9u3DcuxCKoeSil6+wN6u32mQ2PglmeF0YL3XZrdGgvrHd7/8xt88Je3aC7Wn3svx7O59tEGbuAgpeSrf/qWL395j9/9zZfG7T306a63Wbm6yMf/+k7ps3H2cZxqs8L6zRUefPoEpRSWZRFUA5qLDTrLLcNneYPzXEiB5zusXGrTXapz+8N1xqOYw90BO0+OefTtPk/u77P18JD+cYHOFFlaMOxPiKOU7SfHbD8+YjyMuPPxJfyKe+ZkQ0pjZKcKBbky7vWhx3s/2uDDn125+E69AEHo0myFdBbreK8g00spzTloSfKswLIkrmtz4/1VfvZXN3mb1zTPd2i0QtoLNSrhD0uSW2vj1TAeJ+zs9Nje7rOz0+fwcMRxb8J4nBBFGUVhODKWJXEcqwxoA1aWG6ysNLh2bZEgcLFteSaDSKUU0yjlwYMDHjw8ZDCY0u9PGQyiOU9jNI6JTowq7uwM+F//v78vk4fXf37/5t/cYWGhjuO8uFiltSbPFZtbx3zzze6p7Q8G5u/DUUR0YpR2OIz527/9mn/+5wdzCdhX4aMP1/kf/6efEobeuTuGAKNRxM5On4cPD3n46JDj4wm93sQkglmObUscx6bRqNBqhVy61GZjo8OVy93SNFa8tPr7MozHMQ8fHfHZZ5v8+tcPkUKwstrkk08u02gE82Sj35/y6NGhWdvDQwbDKaNhTJ4X5IXC9x1836HdDul0qty+tcKNG4s0mxdTqHsRhJAI4Z0I0t8htEZjuBz6lAmlRGASnvOMcD2FGQUTOOWPjSYFnRtzTJ4ZSRIhlr1kXNMLY6T51Nyv5Grkuyg1RQir5Gp0mXnfSNnCsjoI4aM5LLkZR3MZaqVGKDU8keSYUTNpNZGy+sp91KWHyrMFdUtYONI5o2dPuZ8l5wLK0eEzv/LtwBIWrrRJTqzZmKIWZDp7LqF6F8iVIsoyvtjfJy2K57gaL0KmCu4dHpFk+VtPiM79rU3VmH76kCjv4ckajhOgKMw8IBa5TjmMv6LpXcX1qm+VtxFNEjbv7vLVP9/nwedb7D85JolSqs0Kl+8Y0vSV99borrTwfOeNPQFmN5lqs0L1GRdj4xYdIYVRMnopSi3jtFD04ohRmlAoVbapFHXPY63WIHSefjFehTzLicZGwWZ4PKa5WOeDPzf7feX9ddpLDVpLdZySmDxTilpYa7F6dZGv//lByf2YGiWgoxF7jw2p/HhvQL1TJQhf3EmYczV6Yx58vsnjr3cY96fGF6EdcOn2Ch//1W2ufXiJ9RvLxhzKcwyfoVCE9QrNbo20JCHvPNhn99EhRV6QJeai6HoOYaPyTroZJ+H6Do1ujfWbK+RpzuBozHQYkac5eV4YB3fPprnYoLXU4Mr76yxudHDc54NUWfIqhBQk05RqK2TUGxONE6QUeIFLe6XJ4qUu6zdXSOOUyWiKZUnaS43XfuaWbRNUBY7ngIawHrB4uUtnpTl3+70oZtu2LIEVuHNTuVqzQrXmU29VaHWrrKy32L+xxMHekOODEb3DEf0j4/kRTRKelGpntmPRXaqbwNJ9vZqH7Uj8wDFjVEleavFDd7nOrQ/XyjVeePdOb8u28XyHIHw59waMPLAfmIQpSbJy/lfT6ta4+cEaM4+WtwHLsvB8B7/i/mBkuWcjX/3+hIcPD9nc6rG7O+DwYMTR0dgEjqOYKMpI05yiUPNkw7IkQWA6GkdHozI5GbO3N2Rjo8OlS+358168bSgKM9b36LEJaieThMkkYTxO5p2VPC9OBS1pmnN8wjjydRgMpvN1vygrKApFlhXsbPf59NNNJhPjEj5bSxznpGl2ag1Foej3IwaDF7k2P4+1tRZZqaR1cr78ZZh1Ww4PR+ztDXny5IjHj4/Y3RuwuztgNDJdhCwryHOTRNu2RRiOqdV8er0Je3tD9veHbFzqsLrapNOpvvLzeNFxiaN0PkY2s+O4cqVLniuOjkbs7g548OCA+/f32dnps7s3nHfGZpw308GwODwc0WqFNJsmGXq745YCE+x/Rwa/WgGKZ0eKTXfkYi7oT+8d4tR4UemgUP6cfH4VWy6Ri/sAJY/kqEw2FEoNKNQexuzPQsqmUaASPkbyt4WUC6azoVOK4oiiOCq7GNmcq2GMDmcjYrVyXO3V17cZN8NSp4NxpTXFC0z+XndcXidX+y6hUKVx3jPnq4C3rdIaRSnjUYzj2tSq/vzetlgN+fHqClIImv7Z+EBKa250OgAshBfnOr8I5767Rfkxu9FvkTgs+B8Q2l1cK6RQKamacJx8y8701wC03Gtvj7ehNZPhlC/+4Vt+85++YOvbPaJxDBjloE/+7ft89Je35mTnt20+9hyECRRs10ae4aROipyD6YT9yYRplhHnOWmRs1Kt0fIDKs7ZnFCL3JCthcgRQvDez6/z5//9j7h8Z5WN26ullK1kZsCklJm5v/rBOsPjMV7gkiYZ2/f3iad9siRnMpiy9+SInUeHOJ7zymSjUMp0Sr7eYefhAWmSUW1UWFhrc+OjDX767z6gs9LE8RxzXMpWvC0sWot16u2QLMmxpOSftWb30SFxlKKPxuxvHrN9f5+Va4vvPNnwKx6O51Bthlz7eIMiL56SdMs7u5DGjM+yDZfE9Z0XfmGNB4NJrGqtkA9+casUESjdlqUopYftefK1fGUBIQRhIzizjN+sMFHvVLny/jrd1TbyAhXPs8CxLRqtkGo9YOVSmzTOiaYJe1s97n6+xdefbvH175+QlgnC8eGIyTimEnrceG+VoOIZparXfA8dxzgPp2lONDEBU6HUfLsnjcTeFKIc2ZLy1SMstm2Vwb/RMVdKkWcQVj1WLnUuJH37yjWV3KazXEe+T9jfH/Kf/uYrvvpqm8EgIo4y8qKYj+moeSfYPF9rM1aVZQXjcczR0ZgH9gHf3t+n3a7y7/7deyws1PE8+5XBbVEoptOEJ0+Mad9sW6pQ89a/EBJ9ImA56+jSDDN1t5d9zkoZFbGd3QFffLFlRCFKx+6ZM/dMgW6WnAlRJvVn/M6eVJg7y+k2K+o8fHTIr371LQ8eHPL48SFpapKL2Rpnn8ns8zDjZxF7ewPu3t3lm2/qXL3a5a/+6jbVqofvOxfqrID5rKIoJYlN0rm11eOXv7zH3Xt7PHp0SBxnZFkxP3Zm5t+MY6VpZlTFBhF37qyWa7/QMl4Ck2zMXBLePV61nTfdsbO9Xsrq3B0dNFpNKIpj03HRZbJRmGRDzJONRTNGJWysk2NUOntmjOqpv4Yx2/QMx0M0gNePiNrCwpcuqUhP8TZynZOolEL9cBTdclWQqvS57oBEIIV8q6TwyTjhyeMjavXAfFfLZONyq8l/d+smhVJYZ+hqzFAohS0tLjebb22NcBE1KhRK5zgyJLQXqDpL2DJA6QxXRYzzPQpyFG/vxMjSjP3NY/K84P5nT3hyd5dxf4rW4Po29XaV5StdFi+18aveawMwrZ+SXzTmBDj/fOrTQPosJ44jJQ3PJ8oyoiwjV8Up/sZ5tqy1plIzXh4bt1e49ckVuitNGp3qS18TAI5rc/m9NfqHIyaDiKOdvpHeTHMGhyN6uwOWLnVe+h5FpogmMeNBxGQwJYlSVKEIqh6Ll9p011qmM/Ii12dhtu+4Np2VJpffW+Xe7x+Z/VGaPCsY9ycc7/VpLb3dufgXQVoSWVbfX9mZOgNmCk/Skqb7cAb4off6J5WIJjHDozH9AyOZW2tVufLBOt211jsLUIUU2NJ0KjzfQYWKasMQyp0yaRICHn27z8HOYK7e1Dsas7fVo94MqFS9V3YQAILQo7NYJ41zhr0pWimKXJEmOdE0NX4eZ/APeZvwKy7thRqjwdSsqRybTJKc6TihUvV+cCNP7wKzAF4IQZYVWLak2aoQhh5hxcPzbdyZVr0Q5HlBlhb0B1N6pVLTeJyQ54rJJOH+t/usrjRZW2uxstJ86XYtS1Kr+bx3ZwXnmfMrSXKOjsccHo7Z3x/OCdqddsit28u029UT7sAvxwcfrOP7zkuDfMsSuK7NtWsL/Ou/unXqsaLQHB0bQ8H9/SH9vjEpCwKX27dXWFttIqR8XR7OxuUurVblzPelw8MRm5s9Pvtsi6++2uHwcMRgENGoBywu1KnWPGpV33QgbXki8UsYjw3PYjiM5t2Fer2C1prr1xZZLMdHz5tk57kijjP2D4Z8880uT54c8fXXOwyHMZWKS7dTo1r1DH/MseYJ44xfMut2NOoB9XqA573d7t93lt4LAcLmpPmdgUbrDMier4KfASaRVWgKNPn8PQSW4aM8E+JJEWJby4hy5N2QwY/LzoZG6aEhlusIhFUmF4vI0uhQiErZqagihFNyNIZoPTEKWKpn/k2OFD5SdrBkk1c5h89gSQvP8rCLGNRTYYVCK9IiJVUZqcqwhMQ6N7/mu0Ghi/k6E5WdIoILBI608aR3aiQsy3IGg4jpJKEoTGffdsyIo+eb4mQ0TdFa4/uOiW81ZLkx4z06GnNwMJoXl2doBwF3FroX4l5YUtIMjAHi7GMzNMaLf2POz9kQNo6o4Ft1KnYHz2ogEGjh4sgKvtXEkSHyLfI10igzJOzNIx5+ucnB5hFFocoKpEe1WTHKRe0qtvP6XVKl6ZIqqyiWFNjnmAc8LwQQ2A4r1SqWFEyzjLTI8W2biuOcaZbuWTQ6NS7dXuHynTUu3VrBPcNF2HZt1q4tEk8SHn25Nf99nheMehP6h8P5ONOLkGf5PNGY+WeAMZ9bWO/QXKi/NrgEM5a2cqV7ejRNa6JxTP9wRHIGWdg/JkwGEVv3djnYOjJjg62Qqx9cYmHt3XU2nsWMUN7sVI2xX903o3q2xXhgjBzRMBnF7G4d01mqs7ja5HWXmLDqs7TSZNgzAZkZk1GMBhFH+yPEkpiPdn1XCCoeC8sNjvaH5QXcVIOno5jDvQFdGlTOkSz+S0UQuCwvNTg+npClBa5ns7HRYXWlydJyg1azQq0WYDtGAGM6TRmPY+7d2+err3bY3DpmMk1Jkowsy3n46JBqzce2rZcmG0IYn5hOp8pf//Ud/uIvbpx6fDCY8tVXO3z++SZxnM6TjaXlBv/Nv/+QW7eWsW3rtR0Oz7NLkvSLn2eXnJ6f/fQqH36wfuqxNM356qsdvvxyi9/+7vE82ajVfP7yFzf4xS9umA70a677jmMRBO6ZuzHb233+y3+5xzff7PLo0SFZViAELC7WuXlzmUuX2qyvtwhDD993iaKMySRma6vHk81jvvxyu0w8EvK8DzxkOkmpVX0WFuoXGh0sioIoytje7vPr3zxkd3fAw0eHNJsVrlzusr7eZm3NrKkSumRpQZoW9PtTev0J+/tDBoOI5eUG3W619IP44UEgTPAv/WeI6Mp0BHRSjlmdFwooQOdl0mKCWyGs0vviGQWmU50No1qlys6GGaMazTkcTzsbS4h5suEhRbVMOAK0GpcyumOUGhoOhx6CLlWoLCN5exbyvSUsfMvFfoa39TSAT0mLFNdyv7fJRq4KYpWSqJRMPfVpAhMHutIhsDws+fS+mKZmHHNvt0+a5IAgqLjUaj6tdkhRKPb3BmgNrVaI6xk/lek0od+fMh5FTMYJtZp3SoG05nlUHOfCPTMphCmI66cd+DfBBcsEmqjocxB/iWc1sISDpqBQKf30EbmaMs33OUq+RpYne8XqULEXzrVgrTVZbHgF3376GCEFxzsD8tIgSSlFWj7+5O4OtXbI0kaX8DWValPX0kRJxjBKyApDSqt4DlXfw3dsfOdsRMLXYd4GL23oldKM05RBksxn6YpSqeU8qHeqhp+yZvgpZwk6pRRUmxXaSw38ytNgSZcuxvEkeaXcp1KaIjOyticNyCxb4gVm5vws+2E7Tz0t5mvAmKklUXrK+fyPCUqZEbk8zUjjzJDV05xHX27x+X/5huPdAUsbXZavLNBYqJtxwXfk6vwsZtuZ6ZQ3WiErl9rsPDnGOZHomplts/azjDw02hU2ri+yv9Of/04Viv2dPt9+sY1tS1qv6Ni9C9QaAetXFtjb6ptxzPJ0PNof8s2nm0gp6C49LxTwh8DR0ZjPv9ji+HjC3Xt7WOcYH03Tgvv399nc7DEeP2+k9TLMuWxVjxs3Fud/uo5Np1s1M/aNCmHo4vtu2f0wQbhx0nZpt0N+//snRFHKdJoSxxnHx2MePDjgxvXFV27bjBVa1GrPBxxSCmo134wTnAhMHduiVvNpt0Oc0mTzTTAbsQpDj/CZxDNJMup1vyS9P12jZUnCqke7XcVxzi8T/TJMpynjScyTJ0fcvbfH7t6AOM5ZWqqzutri9q1lbt9eodMJabereJ5RdDKfR06jUaHbNa7JQeCyvd1jMIg4OBhRCQ558uSYhYUajUaF4JyJf1Eo4jhlf39Anhf4nsOdOyusr7W5cqVLt1uj3a7i+2ZNRaFMp2tquC+DQcR0mrCx0XljA9E/LCRSVLFkuySDG2hdoPTIjB5x/iKbSVTGKD3BXKhmI3uB8e8QFU4WfaWooGW3VIYSaBIKPUTpuCR4D8tkI8GYFjZPEMTNGJgQbtnxaJGXbumF6oPwKNSRUcGiQArvqXP4GUJNTzrU7JBh9jy3SqEZ5hP2kiM6bhP3BdzJ7wNG+YT95IhxPn2BC7oksALqThVXPl2/Upo0yYii0m9KCEQEtmWSDjCxcJoUHB+PMc7f4LgWzWYFS0riKOPZ4r4l5alrYJLnxFlOoUz3MHBsfMcxxXet5qIVeaEolDKFNq2ZJim5UrTCgKp38SLbxcaoKIjyA6KihyON1G2hElI1IlEjkmLIMN0qMyJzgVj0P6Bid587IK+CUpo4Sin2hxzvDiiKgvSEdnqRK6JxzMHmMV/9030836XWCF+bbIC5WUySlO3ekN4kYhTFLNarrLUbdKoV/DN0SM4DpTW50kR5Ti+OOJhOsKWk6Qfk6vwVjUa3xpX312gvNc7MoBVSEFR9aq3wVIBoRqlMgPs6Ap5Wz7uBCymwbKtMeF6/FvN8iTh5w9fm88zS4lQr8I8JWhm1tekoZng8YjKMiEYx3/zzfX7zf36O4zlcurPK2o0lwkbwQrL6dwXPd+gsGkO/k0GAGYMqfTPOkG0021Wu3Fzm7hfb89+pQrO7ecxXv3/C4mqDq7eW38k+vAz1RoWN6ws8+Gb3VFX5YGfA5795RGexzq0P11/xDt8ddncHHB2Nz0XifQpNlqn5PP95Ua8H3L69wo0bS8BMxUtilbyYWWJgLk+CIHCp1zXtdpVbt5bRGra2e+zvG08MQ5w+PiVZ+ye8HpNJzPZ2j0ePj3j48IDJJEFrzfp6m1/84gY3byxx/frinLMyS5Rmn0e3W2V9vUWt5lGr+fwyL+YjVbt7Ax4/PmJxsYZtW+dONvJcURQpSWII+j/6+BJ/+YubXL++yPp6G9e1sayna5rxW2bdxBmXw3V/yIkGgCzJ0l1OG1TmKDVAqV5Jsj4fzBjTUTm6dGJkR1Sw5ELpSi6e+b2NlCFglTyLEVpHpcfGoCSMp0hZQ8omUnY4ZVxYGhFaskuhjg1RXB0DouRvnPDXsDpI69X+GjN4lkvDqXGcDsy0zKlgXTPIRmxFe7jSoel+P4o9z2KQjdic7jLKnleblAhCO6Dh1PDkyXu3Oce1ojTnNYXHLC9K1TgL13XMCGpvSpqZQt7KSpNLGx2jgNefluOhL4+/oiyjN41IsoIkL+hWK9iWZbajCjPaJczzkjzHkcb8cGc4IkozbEt+t8mGIypU7WVs4YOQWMLBEh6WcI0Hh6xSsbu4MsSRFSjHk0yH43xV2JnUrVIm6wqqHlfeX8evuBxu9egfjkoOwZQHn29RqQUsX1nADz2CqvfSkSqNIaGmecE0SU2HoRLgWBbTJKXqv/2xDSEEUghCx2GtVseSkmmW4VkWUoj51+qsRygIPTrLTcJSg/2sa7BL47yTgclsJl2pVweIli0Jqj5+6GM5FkKUrphxxuDQBMdnSRTiSUJvb0A8OWFuJMANjKHfHzKI/kMizwqisfFt+fqfvqW3Pyg7e2PcwGXtxjLv/8VNLt1exfEuprZWFIph3/hjVOs+Qei9ljD9IiRxxtHekP7ReN5pBLAde+4mfpb1VetB6UbeZGG5wXgUG3nnwzEP7+6xvN4irAUsLDdodqrnaucWhSIr/ReSKMNxLDP+9ZpCQqXqsbTaYnmtxeJKk97RmMkopt+b8OjePt+sb9HqVllYadJZrJ9rTUqZhDorq/xSCKp1/8IeG7P5+reB8zbJpJRzXsNJMvXLj8VM+cxICXc6IaurzbKrYSRZh8OIpBQdePV7/Qkz9AcR9+7ts7s7IElMcOL7DmtlV2Nxsf6SJOFExVsK1tZapGnB3Xt7OI4171Lu7g7Y3OyxuHgxLp3WEARGxnZxoU67UUHkiqPdgUmAhMALjCLbdJwwHcf4gYsXOOSZuS9VGwFWKBn1zWy745ruVDRJyNIcv2KU9Cqhh/sdc7zOhqcjSJZsI2WnHEFKKYpdivxJ+W+F6R6c8XqiR+T5QyNle4JULUUN275kzAJPRRXGiNCY+7VQaoxJeIYUxX5J8J6W5O5O6f9xWhpY4GDJFtLqIopHaDKU6mGC5mOUGjNzDpeyiyWanEXWN7QqLPsLHCa9F+ynZj8+4pvRA+p2lRV/ESnEmX033jWUViit2I+P+Hr0gKO0/9xzpJA07CqLXofAeobXKkxXQc6UDkse3KBvVCuLQpuOQ6GgHP3PspyjgxGjcUyW5XOBhZchywvGcUpWGKWsSZJiScn+cMzxZMpaq85Ctco4SRnFCd2wQlDGYtkLPOLOi/MnGzKk7m4QqJNE4tnJrOfZqCiVF8T8dc87L78W2gRgUmlc36G5UOfHf32H9nKTz/7+G+5/tkmRF0yHMY++3MILXK5/tEFzYSb9+uLdU6WqUlaYDC/0XLq1ClleEGUZWfH2x3iEKEnivs/1dpua57I9GhGcw2PjJPyKR2ux/mIy9itg2TMFrdNf0lkV6VXnk+3YhI1yXt+xEFKgC008TUtX6zHqDK7LxhSwx3R4YnRDCIKKT6NT/Z7eLN49irxgMop4/NUWf/c//xN7Dw9Ba9orTVavL3Hzx5f58b99n2a3/tqA+WVQheJof8jR/ojVUsrXdjiTv8FJRNOU7cdH7G31SNOnNznXs6k3K1TKJOZ1CGs+ldBl5VKb5UttdjePiSYJvaMx0TSh3qpg2RYf//wqjXYI59D+nwVLxoBwQlAxgcjrjl0QevgVl+X1FisbRm5zOo4Z9qaMBxGNdojj2nz886ul8eDZ16QKTRJnjIYRg+NJKRFs/eAM/WCmrnSxm70QUKsFrK+1OToaIwTzG2aa/XGOUV4U/d6Ee/f22N0dUBSKatWj1TKJ3PXrizhn8LyxLDkngXfaVTzPIUky0ixnd2/A5tYxd+6sXHiN9XrA1auLrK40CX2HyWDKzsOpKYDZFs1OSGuhxuHugL2tHs1OlWanShylZGnB+pUuvu/SOxxxsNMnrAXYjsXh7oDJOKbVrdFeqCEt+T2+fzgIWTEBuFwycq56QlFskxWPUXqM4WCcbUIAQKshWf4tRbGD5ul1WMg6tn0ZabWfeS+BkbStImUXrVVJ7h5QFLuooofWiUkm5AJCVHjWg0QIBynbZryK0km86M/Vqcx+5E8TFtk8U2ej6lRYDRZ5PN0uB91P7CeaveSIQisuV9bIdYGN9VqRhe8KSityXbAbH/LF8FtGLxgFs4Sk4dRZ9LrPJRtz8nWZdIAxLo2j1PAlXdvEZ+h5sSZNc548OSKOM+I4NSp4r1hjWpgEQ5dqm9M0o9CauwdHPDg4xpKShWrIOE45mkxpVwIqrmv86t6CYtsFko0KdWeV4pwtP9+6QFVEmPn+ervKzR9f4dYnV7j1kytUGxWj1171+f3ffk00OSDPC453+3z2y7tIW+JV7hip0hfIVKrSWVEKQc33aFR8OrXQcEDyglrwDhyrtckOh0nC40GfXhwbj44y2Zj5C5w1arEcI89pn6O9PK88XmD9YKpfjudQa1VZubrIqD+ltz9gMozY+naPzkqL5csLrF1for3cwHZOu+8aB/GI+5894bO/v8vOw4P5vgShS2e1ydr1JWrNCySmr0Gmivln7ln2PMHLVEFS5NhS4smnnJNJnjLJUiq2Q2i/nCj6NjCTopSWRVgPuPz+Ov/6f/o5o9IXoNqs0F5usHp9+ekI3AWXk2cFj+7t8/mvH1FrBtQaFWqNgGotoBK6BBV3HpDPWroz0naW5kSThNFgyubDI775dJMnDw5IohTblrieQ6tbZXm9TavU538dpBRoIdm4vshf/Ns7/PZX3zIeRoYoGudsPTxEFYr+8Zj7X+5Qb1YIy06A7Tx1hS0K4/iepTlxlBFNk7nbeZ4XOI7N+tUuncXaa8ndpssjWL3c4ed/fQfP/5bRYEoSZ2Rpwe6mqbyN+lOefLtPvRlSbQS4nlFbm61JlfPnaZqTxhnTianajgYRaZJjOxZLq02anZBa42LnvJm3r1Iv1XrOc54WhTIGfMdjhsOYOD7fNf2i34nZ61zXIgy9uUnbzCRQKVPBe5sSw/8SMbtuTKYJu7sDhkOjnFapeCwu1qnXg5IMf0bXZSnnzu7Vqld2zQpGo5h+f0qaXjwJrFV9Ll1q06wHhhuYGrlb2xZIS5Rz6ybZtB2LaJKQJrnh51iS0WCKtCSTUUwcme+SKr/zSmnGAzNGUn8H9463gaf3Xh/HvobrfkCSxqh8iNJTimKPNPscKZvY9kbZDXg5tE5QekJWPCJNPyPPH5dysyFSNrCtVSxrEVlyM06uQ2uBFLXSSXxMoUao4pAsf0ChzAjTTPJWyhepoTlYs2RDeGgVofQAoeIyWZmU2/Kx5OvN/GaoWhWW/S4Np4YtbTKVnxqliouEXjbg28kTGk6NS5UVlvxOSb7/w1wnlDYJwFa0z2a0w8PpFqNsTKpOC+1YQuJJj67XZDVYILSfjtK5rs3SihEdObkbWjMX4bFso0CVF8qki7acxzB5XpCkOa1W+MrCgmtZVD2XUdm5mKSmsz6Kk1Lxq2CaZgzjmONJRL8a49k2g2nMMI5J8hxVxqkXOd4XSjYceRGp0PMvTggT3LaXG/zZv/+Qn/37j6i1QixL0iwJspt3d9l7cojKNf2DIb//26+xHYurH6zTXqwjhfVc/F4oTZoXWFLSqPi0qwGdamAuymcwT7oIlNakqqAXR3xzdMQkS7nSbBHYNtZFPjhb4gZnd2p+G5jJodbbIes3lhgcjhgPpkwGU6ajiLBeobVYRwhBrRkaN/IT+zYdmY7G3d8+4h//t08Z9cxFyXEsgqrPwlqL9ZvL76QylSvFOE9wpIUjJbLkEqVFwShLCCwHx7WYha+TLGU3GrHgh4T2u1VDMkGWucnWWlVu/+waNz65Mi/tSGlkdd+GF0OWFTy8u8vf/x9fUBQKy5YsrTRZXGnSXarTXqhRa1YIq54x5bOMV0AaZ0xGMYd7QzYfHrL9+IidJ8dMxjFaafzApVr36SzUWb3UodWtnkmZbIbLNxZpL9QY9qc8+HqXyTgmmqRsPz5mb7vPvS93aLZD1q90WVpvUasHBCVBfibfHE9TxsOY/vGYo/0hx4cjBscT/MBl/UoXKQW3Plg785rWLndodapMJwn3vtw23gppwf52j8PdAQ+/2aXWqLB+tcvqpQ7VRkCl5pc3AU2W5CRxxngYM+hPOdobcHwwon88QUrB+tUuH/7kCtfeoGLcbofcubPCxkZ3boh3ViRJxhdfbPH117sUxfG5k403hW1bVCruczdIXc7p/ynReDWMV4ZmOkk5OBgyHMYopalUXJaW6lQv4FUkpTFdrFY9ptOUNM0Zj2MGg4g0y1//Bi9Btepzab1N6NhMh1HpQyLm3kNCCrI0R1qSIPQY9SPGwxFhzSeseaZokBVMJwl5lnN8MGI6jmm0qwShx2QcUyjN8nrrwmv8LiCEh2NfQ6keef6AnPtoHVEU+6Tpp0hRQ8o6lmy+8n20jlHFEXn+kCT7HXm+BWRI2caxN7DtNSy5gBAvNmYTsoptLRlPDRRFcUCe30fpPgijQmXPVaie3QfT2ZBWmWyQodQAhFWOUc2SjQBpNRGixlkc2kM7wJEOTaeGLWwKoU5Jx6Yqo8gUd0ePUFrhSJtFv2229Z17hBsY13PFk2iH/3L0Wx5PtpkUz3POLGETWB5dr8VqsIh9Qo3KdW3W1lro1Zdu5PTE0KmEZPZ7XlhYPwnPtmgEPuMkZRgn5GVRZ5qm2FKSFwXjJGUQmWSjN41wLIvj6ZRBFJNkpenuBa/L5042ZooE3wWkFMZRuhZQb1eptUKjuS8FtVbI8kaXGz++TByl7Dw4IJ4kjHoTdh7s89U/3getWb22ROWZUSNLCjzbZqhi+pOIOM0YxyntaoVO7ey65ufaFyFwpUVgO1Qch6z02cjL1te5tyiekjC/K8y21Vyo88Ff3KQoFOPSEDCeJBxsHfP7v/2avcdHfP6rewTl/KwqjHfCqDdheDzi0VfbDI/HFIXCCxyuf7zBzR9f5vLtVaOs9QrVkVwVjLOUSZ4S5RmZMt0Kpzy2SmvGWYLWEDoujjScmKN4wuNxn9B2uVJr4VsOGs3udMTjcZ+OX+FKrY1v2dhS0k8i9qMRFcuBAI7iCUfJlKKcXazYLr5lOiEaTZRnJEU+/5zbXoXQcslyhSqUuRCcOI4zd1NjgGbIkHGSMZkkWFIShh55oZhMYgLfpdUKzxW8vwpKaeN5UM7GH4gB00nCwe7A+FoEDo5rz6snWmtToU9yJqOYYW/CcDAljszMpxc6rF/ucuujdd7/yWUzX33O8RrXc6jV4YOfXEYIuPflDg/v7jEZRsRRynQcz8+jo4OR8fsoTfc0miI3Vc4kyYinqZn9niTEUWr0+y8wb+o4NmFNcPujNfLsJ9z7cptvv9xhMjRSg9NJOneZ7h9P8HzHVOnL74kqCvJMkSQZSZSVCVRCNE3xA6dsi78ZPM+m0aiwuFBjba2FfY7jHsUZuzt9KoGL41z83MpzI1c6mZgKuHHyNpK2SZqTZ0btb2Z0qbRGK+N0vX8wZHOz95bN2v44UBSmaxYnGWn6lOTf6025e3ePKMq4f3//XPeIKEr5+usder0pSZKZRD4rSNMcVVz8Q3JcowbmW5IizoijlDROcVybIPRIEzPuqIrSnLEcZa43K3RXGuw8OuLRN7usbHRY2eganxJZiiJoTVjzqTUq3/txRCEcLHsFR9/Gye9QFMcUah+lx6TZl6WP2RTHuYktF5GyXqpXCeOloSYoNSAvHpNmd0mz3835EuBgW1fwvX+Da99BiJd35KUoJXBlCCgKdQC5NEkD8oTk7fOdIiFspNUqlbV80BlFcQhClCNUAikapZnf2acCpLBwpWDR73Cnfo3taI/d+PDUc5RWHKd95AQ86TLOp6wGiyx6HTzLPaXy9C4RFwlxkbATH7Ad7fPV6D6PJ9sMstFzz7WExbLf5Wq4TsdtYUv7lF/864xrTUJx+vmv+v3L4Nk29cBHAxXPnY/OJ0VBXhQs1aq0woAbCx0Wa1UWqiGh53JrsUuc53SqbxYbv13JpbcMIQSu7xBUA8JG5ZSrdFgPWLzU4fYnV4gnMaPjsamwDyN2Hx7y5T/cw/Md2kuN55MNS+JhkyvN0XiKUhpnMOL6Uod2NXgnrQ0zvmNRcRxqrkdamGQjU+pC5qHiD5BszDBLNvK8YPPuLpNhRBpnHO30OdrpIy0zylYJfSo1fy5pm8ZG8WqWjbu+gx963PjRZf71//gzli51sd1Xn5K5UvTTiL1ozFE8YZpnOFJSsR1aXoVcaXamQ9CahaBK6LjYQvJk0ue3h9t0/AqeZVNzPAqtuDc85HdH21yutqjYDnXHx7NsesmU/emYrmcqQ4fxhG8GB6RFQa4UHb9Cy6vMtagP4wnDNMaRkqrjIWsCz7PNzHHZRZuRsKUU82pulj119h2OjPqL69gsLTVIkozdvQGtZkit5p9p9vrs0HOy8vHBiOODExdJ8fxf9fx/p+FXXKq1gCs3l/hX//59Ll1fpFrzz01et22JXfX48CeXuXS1S+U/fE40TthVimiakiY5aZIzLD0LzgMzFiDOvSbLNupKtz9aZ+PaAn/3v3/BdJSws3nMZGyIqVmaMx7G8OjofIsqCfRvOirkujb1mk+nU2V5qYF9joR0Ok1pNisEgVPO5V4MxtE7ZW9vyKNHh+zsDDg8HNHvTxmOIqIoMyNoeTFPPGYjOubcv/Cm/6iRFwVRbJK6PC/mGvvHx2OOj8d8/fXOhd732cRvnmy8wQflOBbVqo8rBckkIZrETMex6QaGrul6bw/m/CVVjtE1O1VWNzp88/tNvvj1IxZWW6xf7ZYy4WpeMKnWK7QX6njB9zvZABtLLoEjcLP3KZx9dBYb3kb+FYXaoyh2cfP3cd2PcKwNpGwA0sjUFvtk+UPS9Pck6T9SFAdoEsAYBjr2VQL/32Fbl3hVeCdlrXQGr0DZ2VBqjNJDBM4z/hrPwhDELauDLJ3ElTo0iZIam46GbJVcjbMLAxl3bYtFr8P79evkKn8u2dBo+tmQUT5hkkfsxYf8rP0hvuXRFLXvLNlIVEovG/LV8D7/1PuU/fiYw/R5YjuYEaoVf4Hbtat0vCbWGbo87wKubeHaFjXfY61ZZ94POt0soROeTjAXay/ujp0X3+tk41k8e1Ou1HyuvL/OdJyw8/CQ6SgmGseM+1Puf7ZJtRmyen0J2zEu0bORoyTNGUQxaZ5T8z3iLCcvCoqy6ibfgRKK0iaDBFiohDQ8j3alQjeo4Ntvx9Pju4LhbtisX1/iX/+PP6O93OTTv/uao50+0Tgu+/sY4z+lzD9Lkn9Q9am3QmrtkOXLxjPi5o8vs7jeoVLzX3scCq0ZZSnDNKZQCltIHGmRK832ZEimFIVWSCHoJVMQsFqp0/VDun6Ftleh41eoOR5Ka46TKR0vpOOHdLyQ0HGxyvcs9FMFhrjIGSQxy5U6i0GVQRqxOx3NOyeZKrClxJE2UguOjyekRTZXC8qLWeU9x3Esul3jHbF/MMS2LS6ttfE8Z16tC3wHSm+WtwnXs/ngk8topTnYNWM9k1HMdJKQxBlpYirRRTGTONZGqtiSOLZRMgsqLtV6QKMdsrDUYHm9xcb1RZbX21RC99wB9MlKjePa1BoVPvzJZeqNCjubx+xt9egdjRkcT5iMYqJpQpYav5dZgCUtaZTWPNuo0lQ8wrpPvVFhcbXJxvUFLt9YIjzHaMlsXY5jQwi3P1onqHjsPDliZ7NH73BM/9goVU3HZrxjNkMOT6VgXd/B9x2C0COs+qZau1Tn0vUFLl9fLInvb47zqGLNnn8RzLgCw2HE1naP7a0eW1s9Dg5H9HsTRmVXKUny+ejNLMF23ac8rjTNyTLj9RDHLzcT/RNeDKW0+a7m6oWdobfVLZp93m/ydjO3+TzJGfamSClZWmsjpWDnyTF+xeX2x+tYpVliURSoQtNZquN6Drc+WqfeqrBxYxHXc1hYbhJUvLknU6XqUaleXNXtu8Ls+ylFiOf9CISFEBXS7DMz0qQi8uIJWsfkxRZSNhDCKzu4BUpNUKpPUeyhVL98zwqOfR3X/Rjf+wssuVgmCS9XhROiiiVn5n4arWPjQK4zhDRcC/P4izgwhmQ+8+GQsorWaekTUvprWG0s2TqTc/izx6bjNblTu8Zh0uP+5AlpkZHq09cHpRWjfMJWtIc+1mxGeyx4bbpuk7pTo+5UqdoBgeXjSPvcJoCznnOuCjKVMS1ixvmUYTZikI05SI45SI7ZjvbZj49fODoFULECWm6dy5VVblQ3aDq1c8d6L3v+hd/n1ChUySX6DsLPH1Sy8SyCqs/GnVWyNOfe7x5xuN0zlcbBlPFwStiocPPHl6m3Q7zAnY+hxFnO8XhKmhdzmdthbjoNs4vq2z72SmvSwtx4u5UKrmWxXDWV9x8apCWRlmT12iKLl9r4FY+DrWPiaTLvXNiOhVaaeJoYBSzHolLzTQJ4dYG1a0vc+bNr3P7pVYLQxz+jI3OhFZMsYZgmWEJgS4lr2cR5zvZ0SKYKOn6IIyT9NMa3HWqOee+OH55INnw0Jtno+iEdv0Lbr+Bb5ithS0mhy5EPIM5zBmnMe60l3m8t8uuDLfaiQ3zLmRPObSFxLQtLSfq9Kf3RGCmlmasuzcuGwwjfn43QaL65u0u16rG60sRzbWQZ2Hu+Y4x1TlTjLyIHqp+JOFzX5v1PNli51ObBN7s8/vaA/Z0eR3tDhoMp42FMEiWkSUZRGElmo5hkgvhaPZiTwDeuLXD55hJXby1Ra1TeuEo/U91wXJv3P7nMrQ/X2XlyzNajI7PW+/sc7PQ5PhgRTVOSOJubUDqOhRe4VBsBjVaFzkKdpdUmq5e7rF3usH6lQ7XuG0L6OeUlbcecvzc/WOPmB2vsPDlm58kxD77Z5eHdPQ52BxztDYgmqfEFyk2S6rh2OR7mU2+ZyuviSpO1jQ6rlzusX+nS6IQ/OFfkGZG715/wxedb/P7TJ3z55Tb9/vTUOToLMIPAIQw9PM/B8+y5MWQcGyMrmP4p2bgAtDI+KUXxvOTleRPPl+GprPGb3RNnnfgkKxj1I5rtkKW1FscHQ7YfH3Hzg3VufXzJdH/LG/DJ9d/6aJ1bHz31tllYadBdrpvzTZdr/L5IE50BQoa47o+Q1iJQoEnR2nQ4imKHotiB7FXp3SxIrCBFDdf5gLDyf8exr5VcjVeHdrMxKiFLJ3ES0En5qPWaMaoy2cAvuxdVlN5H66h8/ISZnzh/8td2mzSdOg8mm9TtKiMmpPnp64NGM86njPMpO/EB3vAuq/4ia8ES68Eya5UllvwObbdBQIArnx6z+X48s139zL80mkSlTPOIw6THXnzEZrTLZrTDdnTATrRPwcu7fRJB1a6w6HW4HK5xvbrxB+OWnMQfqrD9g042wBy4RqfGh7+4iSoUv/2bL0kiI+91vNvnN3/zpVHoqAU03boJ5qTAte15O7/qu9QCj1bol8Yobx9SCBzL0I8HSWyIyWlKOwhYrIQEzve7IvMiHO70+Pb3j/n9333D7sMDpJRcur3K2vVFLt8xXhCg5z4Ojufg+g61ZkitWaGz2iII/XMratnSwhKCuMixlaDu+viuRVRUiPLM1F2EpONX6HgmsVOpJi5yRllCL4mQQhJYNoXWREXGKDW/98pxkqN4ykE0Zj8Ysx+NiIps3sWYrwXKboYkLjISrQkdl5rrQeiQFcY3IE4ynJIMO1MdG46ieddDK5hMzIW+35/i+w6DwZTJJKXfn2JJSX5hLwUNqg96BCJEEOAHkla3ihArdBbrTMcJ0WRKEo/I4j2y6DOKPAL7E5CXELLsHNhPOwfVekC9WaHRDo2nxrsYPZSCRitEWoJaI+DKzUWz1mlqxnFOONnP1ud4tukiVFwq5Rx3rW7j+QlCPUKnXyFkC9yfwGsUX54/lANQPWo1C3EpoFJdY/3qAtOSi5FlBUX2tGhhzTobnl12hDzCqke1EVBrBARVr0zQ3vqhe6cYj2M2N4/5+utdPv1sk0ePDplOU4LApdGosLBQY3m5QaMRUA39uWO1bcvSWM5cD3b3Bmxv9bj37T79C4zH/bHDyMbORCOenkQz5/DFxTqLC7U3KlvOxiw67Spra29Ovm51a9z+eB1ZSj53lhs02lU6S/Wn15BzLPcir/n+QCBFHc/9CVI2cO1b5PlD8mKbQh0aV3E9Rc+r+hbGq6NSJgNdbGsdx76C49zBsS6XJn6vL14IGWLpbtnZkJhQWwOekcUVtdJj4+UhopiZ+1ldlO7PVagQrnEvl82ys3Heo2L8M66G6/zbxZ/zxeAeX43uk+niFGF8Bo0mUznH6aD8s8+DyRMqdoWK5eNZLp508KSLLW0sJFKYn1m0p1Clk3ZhlJl0RqoykiKdJxyTPGKYjxllY0b5lFcJzbrSoWL53Kld5cPGbVaDxe9FovGHxA862ZhVXBqdKu//+XXyNOfhl1sc7w3Is4LjvQGf/t03BCUvoNqsGOKrlPiORVYY98SK59Co+NQCvzRVeRecDSM9JoVgkqX0opheHJMWOQ3P+0ElG6atrjnc6vGb//QlX/7TffafHNFZbXHlvVV+8u8+4Of/7UeEb6Ha/SxMIiHK0aUcJSS2EFRsl64qGMmEpChwpUXXD2n7Ia600RgyflRkDNNkTvDWWpOrovx9jFsmG4MsZpjF9JOIo3hKpgoC28aem1SarootJZaUZJkiKwnioeMgQ0FSZPR6E+I4JWiGRq7VkqRZXs5a50ZpSgqiKKMoCsaThDxXjEYx02nKeJIQhh6qJCKf/1hqUMdQbIG1hLAW8P0KflCl2a6eeFoGuo/OXXT0a1ARIryBcP/87XxwF4C0JPVWhXqrwtrl7sXfSEeg+uj0W3Tyv6CtKwj7BrxG8eU5qD7kD6lWF6nVF1m51IYXjhn8y8SsazEex9y9u8vvfv+YL77Y4vh4ghCwsFDn0nqb23dW+PCDNVZXm3Q6NePJ84JK+9df7/BFxaXXn/Dtt29v7OePBbPRNLuUqJ6h263x0YfrvPf+Ku/dWT23YeezEGImi/vmnLFGJ2RxpVFKaEc0q16pMCleeI68el3nTTQkAgeBZ4jNKITwDa/gQvcoieFKeHNug8A7MTr08vec+ZBZso7l/gjHvk7uvE+W3SPNfkea3yXPt0pn8SkmEXAN10K2sa0NHOcGrvMhnvujktfhnIOMXUFYIGUDKcOy26sRolomCo2SPP5yGIfwBSxrmaLYR4u4fO+6+b1swRn8NZ5fmzk2lyurtN0GSZGyGe0yLWKmL/FAK3RBPxvSz4ZwYqJJIHCkjS9dqnaIb3k4wsKWNrawEOX9vNCKXOXkOifTOdPcjE2lKiPX51NhEwgCy6ftNrhdv8bP2x/hW94PalT+XeAHnWzMYLtGMnT5ygK3PrlCkRds3983spP9CdsP9vn8l3fJkpyN2yu4rkWjNCzJwgLHsvAcC9e231nuKTBjNg3P50arQ1wzgWnVdfHtH06iAZBEaan6dcCTb3Y42u6RZwULa21+/G/e49qH63jvqNptOBsJ0zyj4Qa4lkU/jUmKgq5fZb3aJFcKW1qEtktouzhS0vFCPumumb/7IVXHxRKCpUqNP1vcoGI7dP0Qq7z4vN9aolOOXC34NULbZaVSZymoIoVkrdrAkRa70YijeErVcfH8kCjP2CyGbPgNlhbrVAKHNM3xfdfMLOclH2LmXZEVeJ5Nq1lBaU1Q8bAtSbNhTCbD0CMMvdKp+SLHU4Pagfwz83dZB7wfaCXwD4xiD7LfA++DaID2/+iOo1Ka8Tjh4cMjHj8+IooyPM+mXgu4eXOJn//8Olcud+l2q1SrPtYzgfCp9ypVzmYclz/hfLBt4+DueQ6WZWTGjXJcwTRKUYXGLUcz3xSzMag3hRRGxtuvuPPuhvUd+alY1gKB/1/hOu+h9BC0STZs+0rptH3e91vBc3+KJRfxvb8AQGDhuh8bLoM422gwgBCuGX9ybCyrjat+jFIjtI6BHJNsWAjckoBdL7sbM3nb8yaCxtE88P8tluw8lVYVDlLUcZz3Xv8OsoHn/gzbWqHw/gqlTXfSkm1s+yq2tYIUF/cscy2XGnCnfh0QfD1+wL3xozIpOJvni0ZTqIKYFJVppkWERJ5wHxfz581cwBWKTOWmmHnG7cwQWD6hFXCnfo3btatcDy/hW965OSP/EnGBZOPZG8OLLxLPzoq/y4uJ7dhUGzZLG11ufXKFaBLTPxgRjROmo5jdh4d88ct7eL7L4nqbulfFDb7bTFMIgSUENc+j5p39IvR9RBql9PYG7D0+ZPvBAb39IQhoLdS4/ZMrLF9eMOZm7+DwGqJ9Tq4ULa+CZ1lsjgcorbntL7BSqc+nKCVPz7uWF9D0ZtWnp79f8EO6fvjc75tewK3Gwny7C8HpKs9KpU7bqzDOU7YnQ5YqVdpehc3JgFE25XK9Rbdepdt52j14SoQ+vU8nj9PS4mnzy+WlC5hhao1GAYWp6heb6OxzhGigrSWQEpQEITE3KesF32IFOjVVtfmCNQgLsBGUrqLzfVLmNRSgC5625csKn7DL153ckkaTma6KcBHCna+/vPwDOWhVPj4zf9NPt0VhHp+tb359kuVanRfsWwE6Qavp6dfM13jSwVeXzrw5qG109hlC1NDWKujZcbTK4ygR/4JvKjM/mPE45snmMdvbfbKsoF7z6Xar3Li+yJ/97ArLy80zvV9RKCONm797OarvRTozP9Xezmosa5Zs2LiuhW1LsqwgSwsm47g0s7S+V+aIRmxC4DgufvDd8hUtq0tgvUGH9BnY1iK2tYjnfvzG7yWEi2V1sKwODjfewupeta1Z18XD936B7/3iQu8jZR3P/Qj46G0ubw5XOjjC5kZ1g7bboEBxmPSY5FOmRTQ31HsdChSFUqRk5pbxDiCRxiHcrrLgtfmgcZM/b39MUI5x/SGhykkUIZ69+z59TGuNFBJLzrhAb/968Q47GxrzyUrOMkP4NlBtVrjx8QbROGb7/gHxNCEaxwyPxtz7/WPq3RqXbq0gpDAu5K/wc/gTXo6iUCSRIejqmRyihmFvwqOvdhBC0Flp4frOWzcd9C2b6/UOXT/ELTkUN5tdAsuh5poqysvOtpdrc1wMlpBsVJsEloNrmYvN1Vprzhf5wyEGPYX8W8jvodNfQ/4IjQ1qH0QAsoaQyyCXwVoFWTMvnQVEagjpb6DYBz1G6xSjTNUF5z2wVkCEQNmV01NQRyaxKR6AiszzhWdGjexrYN8C4WMuO7FJhLLPTADv/hzcnzFfRMmPIH9g/nR+BM7N8vEM1KHpNBRP0Oq4fE1qXocw67Qug/NBuc5yx7Q2r0v/DkQFrcegTeVQ2FfAfg9kq3xNataYP4D8Pjr7NRSP0ZkDumeOowgR1jLIFXNMrKcJ6r80KKWIk4wozkjT3HBmtMbzHRYX67TbVexzXFOjacrR0ZjpNHmrI1TzcZxTX2yjKW88bd7etl6xipfe3Ge+Om+8BSGQEsLQOIanaV7KDcc8edLjzh0j6/42Oht/wp/wh4Jv+bRdwY+bd2g5Ne5PnvBwskUvHTDMJ3/o5QGw4LVYCha4Fq5zLbzEWrBEYPnY34Pi0zTNGMcJgeNQ9dy559c4ThjECcMoZpKkLNWrLNSqOJbEeQMp9Jfh3MmG1gVaJyBkOfsonnm8rErqKVpPESJAiOqL3+wtI6wFBLdXmQwj7v72EcPjMVnyVJ2qvdxk8+Nd/NDDDz1kaYB1MXUfXcYuzyiB6FNPvpCC0PcdWhsTNa0Uc5kSDcOjMfc/ewKYhKRSC3C9l8j6zlVOxNwZ23aMkZw44UnxLDzL5lK1yWKRM0xjlNY0vYDAdpCvUBh6W/JxJ2EJwUqlRtcPGaYxcZHR9ALjs/HKtVx4k2eDTkFPoHgE2W9M0qH2oNBlkOyAqKLtWwhbg2wAtdmLMV2NETq/C2q7JJhPQGdo6xJCeGjhgXTL+WQNegjFI3T2OWSfgh6b818EIKsInYLsoGUbRM38W4/Mc+P/2fAnTiYbagzFdpnwPAa58DTZ0CkU2+j8K8i/gWLXJBF6bJ4LaPs6wvkzsNbBqpzeN3Vk1okG3QcVAyla/RghqmghQQQInZXH8Qlkv4b8rknWcszacUB4aPs2wi7KhO1fcrJhnNrTZ3wdPNem2Qqp14MzJRtKqfk41v7+kPE4ee1rzgMhzDXkZLYxM7LMc4XjvPtsY8bFOvlln103s6w4V1L2Msyun2HVZ3m5MXf6Ho9jdpSeJ3J+4OK9xr/oWbwsGfqXdB/7E77/EELglwTv9+rXuFxZoeaE5Vi6RV4Suovyzze3ST0bZp2MGfdjrbLM7dpVPqjf4E792pzkfh68q2mgUZyweTygWzNCRBIzzng8iXjSG3A4njCYxiS5ke+vB/73I9koin3S/MtSbu39FyQSGVrHpNnnJOk/4zof43t/eZFNnR8ChCVoLzf50V/fAWA6ikjiFDTsbx7xT//HZyilaS7UsZ0LzrOWvhF5XpCleSk9+PRBVSiKUi2nyBXS+v60sd8G/IrHwlqb7mqbaqPC4HBEluQcbPX4zX/8gvufPqHaquA4NvIFM9vGzEzO1anq7SqNTpXVa4ssbXSpVF8uhTsjiHvSpu4aN0z3GUfO7xJSSBwJVccjsI0M7h9cdUL4gDDdANkF/k8TNDs/Rjgfmaq9rIFomSr+KaK0KhOFHGGtgn0bhAc6QhdPykD/sUlYnDoIF0hNRyP5e7N571+BqAKu6Uoo0x0h/aXpHDgfvNn+6QidfWESDfuqSSqEA8UBOv37cl8/AudWyVEpL/o6Mx0b4SPsa2Atg/DRhenIIBzIvzDPdxfMftME50NzHJP/CMUROB8h3E/MPopqeQxbINtvtl/fcwghjA+CbZ26nuWFIo6MudxZjN9mEtDb2z2ePDlmMHixRv1FIKXAdS0818aynq4xywoGg4jRKDKk6nfY1RbCELc93znl6K6UZjSO6fcjLEsat/m3gHarwp07K0wmCZubPbKsYDJNePT4iH/6pwdcu7bI1avnT4KNwzCYDqWYC7L8CX/CHwKWsAgsnxvVy9SdKlvTfXbiffbiQ/aTYwbpiHHxblXtZklEy6nT8ZoseV2W/C6rwSKrwSIdt4Eo/7sIZpHk2/yaPT7q85++vs+PN1ZZqlVBQ6EUX+zs8/f3HlP1Xaqeyxfbezw86vHTjVXeX116iyswOH+yoXqk6adI2cayFjBzyj6zqqFSAwp1RJp9QZz80ljWe39+kU2dG7MLYnOhxp0/u850FHP/800mg4g0yTjeHfD5L+/R6Na49ckVI+MZvqA7U7a54yglmbX4Zx4cWqOVpigKpsOYo+0+8SSev1YpTRqnjAdTjncH7LePsG3radBdttZFKYvpuEYW84c00uV6Ds2FGu3lBo1OjeO9AUU+oX8wpH8wfO3rpWVIgkHoEYQ+3bW2cYP/yZU50bxty7nB00mY0QSBtHgn2fd5MBuTkMLClt+jz094ZnxJ1tHWZcgfQvYVwr6JcH9hgmJZP/2aubyiwuita7BWEM7HYC2hdYzIPoP8XhmY22C/h6YKagrFjgnU7WvgfIKwNkAE6PwBZJ+Z8aP0N4bMeAby4SuhEygeQPEQ4f4C4f2V2VaxiVAHZsTKvg7WJZNYCQlaYMY6YxB1sK4gnA/AWjIdlOwz0wnKvwXZMbwTWTFcEVk171dsouU/IOzrJ45j88325QcEIYQxdnSMjK2UYm4sNxzFDEcxUZSRZnmpkHS6s1AUijxXHB6O2Nrqs7nZ4+BgSJq+vUFqKSV+4BBUnFPXjiTJOTgYcXAwmos1PFto0ieu8TO/m4sUiYQw5plh6J0aI83zgt7xhL29Aa5rleRtiZRPaVHze0y5BvmKLu8MjWaFGzeW2NkZUKlsMR7HxHHG5uYxv/7NIxCCVivEto089PMcDj3n42it55LcaWrG5HzfwXXtUo3qT9nGn/DdQwiBhYVlWVyqrLDiL7LqL7EbH3B/8oRwssWOPMBO+xS6QGlj7mskbU3HQ5eeWa/rfsySBSFE6WpuZHItIXGEjSsdVoNF1isrXA8vca16iYZTo2aHb1RUzpViGCcUSlH1XDzbPpM6aqEUhdakRUGaF7iWRcVx5teN3eGIf3q0RbtaQWlFkhWMk5SHhz0+3drl1lKXuu/x+HjAKI5ZbdS+H8nGDIXaI05+iWPfxHXew8zEDkizT0mSfwY0nvNjbHuD74qzMYPjOTQ7NdauL3LrJ1cA2Lq3awz/+lO27u3x2d9/w81PrnD1/XVc//T68sx0LL741T0+/9XdsktxsltRGJ3/NGc6inn01fb8tVmSs/f4iCTK2Ht8RL1TRVoCyzLGYKYyKAmqPo1yjdc/3qDRqfFDQZl7UakFrN9cNt2jaUKRp2d6vbmpKeKZX0JWMDgacbTT597vHvPxX93mvZ9fp7VQp9Z6O+7Kf8JZIU1nRDZALoLVLSv8efm7KhR5OXqkQMcmuNcRyAaiHJMyr5EmGHdugDoAtWVkeN+41a0NKXxODJ+NzJz8eQGEXfJVmibJkC3ALve3bbgcOn6abP0JpzCTWq1UjJ9GreYzmSRMJgmPHx9Rq/ksLTVQWtNpV/E80znOsoI0zTk6nnCwP+TevT2+/maXra0etm2Z8azs7SQcjmPRaoV0OtVSwc1cqwaDKZ9+9qQcpSpYXm6aZMC2gKeJkHE1NypwzWblVHfk7MdJ0qgHLC7UCMtilileZXxzdxcExHFGlhVUqx6ua/yIZqNes+PlujbNZgXvNa7YYcVjZbnJlctdbt5cZvPJMbt7Aw4PR+R5QZLk7O8PWVoyCnlB4BIEzrxTMdtmFGXzrtNgMOXoaIyUgo8+usTVqwtUq95zxZ8/4U/4Q0AKQd2pYguLmhNypbJGLxvST4cMshHDbDw3/RsXU6IiNjK2pZKVSUCeec/Sf8MWFq60caVLaAdU7ZCaHVJzQhpOjZZTp+nWaDh1Gk6VhlPDs95cUfRgMuU/fHOXXhTz11cvc7PbJXDs1xZVp1nG0TTiUa/PvcMjrrZb/PnGOqFriOkCMTdAti3J9mDEvf0jpBD8aH2ZD9eWubHY4f939wG7w9EbeHq9GudONoyRS5282CXLvgKtsGQLTU5R7JJmX5Jkv8d13sNzP8a21vnOk43ShXhpo8vtn1wlniQc7w1ID4dE45jdhwd8/st7eBWX5ctdZGk2Ncsgi7wgiVK+/fQJf/P/+UfyNCeb/SQ5eWYSjhehyAt6+0N6+0MefL4JlAoctsRxHRzXxnYtGu0qy5cXSKKU1WuLP4hkQxXKyCqOYoaHI6JxTBB6hI0KXsUDIbAdCynlK91cZ66vRaFQRcGwN+F4b8DOgwPuVw2XplIzspnVppm3/5c0hvb9hjSJgpyNBzUBEDoBEaIJTNWfFJNsZCUpOzVdC1EvidPm4itkFcSa4XioQ7QeIV4TyOvZ/5/lQ80gyoRoNt6lDs2/1cCsCQcj7+twOvGwyrXVyq6E+c4JHBA1tHBKvkv24u3+kcNU2i3C0GNpsc7uQo08V0ynKenegErFo9utmWvEakolcLFtSZLkRFHK1naPx4+P+OabXb7+ehfPtVlcrDMYTDk+fjtET9s2gX63U6XRqFCpeMRxxngcc+/eHkWhcByLySSl2azMvSOy3Kg4JUlGHGesrDapldeg80IIQbXq0+3WaDYqVEOPOMlI0pxHj45IkhzbtsjzgmYzJAjMd8V0E3KSJCdJMprNCkHgvjbZMMmDy8ZGh/ffWwVgMjE+PYNBxGSSsLPT58qVLlcud6nVAqpzQ0lBlpltjkrOx9Gh6QDt7PTxfIdmK2RlpTlf5x8L4iJlmqdoNAKBbzkE1tuVdDceTym5KhDC8BB8y/lOO+Vaa3JdkJVryVRB1fYJbPeV3MOTrz+Jd3Gvfn4bkoodENoBC7QptCIqYkbZhIPkmKO0Ry8d0ksH9LMho3xCXBr0ZSqfdz+eji0Jw8EQtvHlsDwCy6fhVGm7DVpug47bpOu1WfBapV/HS/ioF8Qgjvkvj56wORhyudnkUrOJa1u87luX5Dm9acTXB4f85/sPmWYZP15dIXRnx6r0LtFQKM3+cMzn23s0A5+P15f5YG2Ja902v9vcIc6M0ue7wLmTDctaxPd+UZrPfEFePGYaD1BqTKH2kaJB4P/XOPY1HOcmlmzyXScbMzS6NW7/9CrTUcTm3V3SOCUax/QORnzz24c0F+tcvrPG4iWot0KENZPx1CiliCYxg8MRqjCERvOnQhXnC0TmhGqdkWc5MjIuupXGhGgcU3wH0o9vA3GU0t8f8vCLLT7/1T227u1yuNMjjTOa3RrVVkh7qUEQeri++xxBcjaKNusMjQdTxv0Je48POdg6RmtNGmfc//QxQpjOycrVhT8lGt8lBKYDoO1zMNlf97yXfV9e9boCyIAXfDeEj3BuocnR+ZeQf4uQNbMdNTzRuZjxLmamTALTyZiZbp1nrX/CDPW6z/sfrJFmOZNJQhSlKKXZ3x/wj/94n6+/3iEMPRzHwpKSvPSTmUwSxuPYyOXWfW7cWOK9O6v8+jeP+NWv7r0VlSgpJZ7n0G5XuXljickk4dGjw7lJ5uPHx0ynKdXqk7LzYtyT50pVyshp/vzPrnNpvX0hXoUQ4Lo29XrA1atd9vdXefjokIODIXGcsrc34J//6QH37u7heva8u6KVGYmYjXPdurVMt1ujXg/OtN3l5QY///k1goqLbQmebB6ztdVjPE7I8/68A+U4Fo5jz7U9ivLelpYdlTjOiKKU6TSl3Q7Rf6Q+KI8nh/ym94BU5TjC5nZ9hQ+bGzgXMKp7GcZ5zGf9x+zEPTzp0PXq3Kqv0PXqr3/xW4JCc5yO2Yn6fNp/xG7U518t3OFHrcu40j7T/r4LrsHLtvGi7UgEnnSQThVXOnTcJolK5z/ZvKNRoLSeE8pVedExHY2n41KWsMoOh1s6kLv4lotv+aVvxvenwyeFxLUtlNYM4oRpms33y8AkjNMs5WA04fFxn693D/iLaxvcWVmkWzXTI0prCvXuKPavPYue6ufPPpQQad8ArSiKffLiEWn2mKLoo1Qf3/sLPPcTbGsNy+qcZRNzSClpdGqsXFskmaYopWh0anRXmviV82sVh/UAP/QYHI549OU2ru8w7k8pyjbRcDjl0eNDRODgV32cWQYojJJIperTWnw3X/pKLaDeruKHPpb98hPXC1xaC3WWLnVMVyU1gVNzoWaSowsE4pZj0VpqsH7DzOX5oc/ieodGp4brPf95zXgqk/6Ux1/v8Pkv7/IP/9unHO30EVKwsNri0u0VVq4ssLTRpdoI5mpfgqcSlLqUnZx1ivqHI/oHA1zPJo0yppOYNErZvr9Plua8//MbZEk+Hz/7Y0GhCwpVgACJkfcVZ6gwvRzCdAPmctSvSm4Fpjjwqvnsk94UFuACNlrnCDLm3hgItM5ATcrtesylcufbwHRKZj8zaTMdl4pPLxrNc41krzyE/EtQx2i5gBANw9GwVkEuImSjfP9ZsjHzxDitVHQ+zMjmJ/09/rgQhh43ri+SxBn7e0OKQhNFKXGccf/+wXz2f6bINBvXsW0Lx7FYWKizttbiww/X+dlPr3J8POaf//nBW/HbMARxM3508+YSSWLGonZ2+qRpzmAwpdcbn5LAnUnlmjExG8+zuXK5O79PnBczgngYely+vMBkks5HxdI0J4oyHjw8PCWBO1vD7LWuazgfSZK9ZmtP0WqFNJuV8nqt8DzHyJQn+XyUanu7N9/ui/ZfSolddvo9z553V+xnRAF+CNClD4PWGlV2J8z8/dn24yAZ8pveA6IixZcuoe3xXuPSayvN50FcpNyf7PHNcJvQ9rkSLrBWadP9Dq24tNaMspjt6Jh/Pr7PN8Nt1itt3quvnUm6tVCaODfnqWNZ2PL0ff/kdjTM/axm/4b5VR+ldWm4J557fpKb7otjWThSnuIzCCFwhIMjHSr265NzpRW5LubfP1kmGGc9N75PeFo0UEyzlCTPT/FSfMeiWfFJ8oIHh8fsDseMk5SK63K508Sx5LybYcl3J7VzhkwgR6kpT6uDBkIEuO4HiNxDZyaQsKwFbGsNKSoYsvgQISoIcTbPAa/i8tP/6gPWbyyVnQCN6ztUGxVWry6ee+eEMCS/SzeX+ff/j79kMpiSpbmp1AjYHkb888M9Jp5NrVOjXvMJPDPqJGXAT//rD1m+/PZMgE7Cdmy80CQS9fbLR6iWNrr8/L//Ee/9+Q2mwwhV3gDXri/hes6F1EHCesBf/d9+ys0fXQZM8hHWA+qdKu2V5nPPV4UiS3P2nhzx6//4OV/94336+0OCqsfq1UVufnKFD39xk85yk6DqG1dY5wU3J12GqWV3KIlTkiil3qoSVH0efLFlOlBJznQYMzwe0z8YUWuFVGp/PMlGUiT0syESQcWu4EkPR15U5UpgxoecMkCOTwTfbwNe2UEIQA/R6hihx0DDPKb6hlSup2CtImTLrEnYQHlT0FPD+dBJOfqkDQ8kf2A6Fc+hMOpWJGBtgH0HYV8168AqR8DehTKUhVHfUma9vM3j+MOB69q0WiG3bi0jLcmVBwc8fHjA/v6Qfn9KFBk+ghBi7nIdBC6dTpWlxTpXrnS5dm2RpeUGrVZIrR5QrfpMp8lb426Eocf160sEgUujEfDw0SHbWz2OjieMxzFJkpHnan6PMIRth3rNp9EI6HRqb8xPcByLjY02QeBQq/ksrzTY3u6xvz9iPI6JopS8vM9ZljQKVp5DGHo0GgHLS/WSz3E2zJKGlZUmnuewttbmzp0Vtrb7bG/36PenDPpTM9KV5GU3R82TwCBw53ycVrPCwkKd9fUW168vUq/785GzHwoUmkwVZConKTKkkFRtH9f6DpQxz42nBaUfWrg7zTI2BwMKpViohoSui/1MMoA2BOhUFVhC4FgWhVJkRWESXClJ84Ikz/Edm4rjkClFWhQ4UmJJyf54zHE0pV2p0AoCfMvCtS/2WZqxKdNRBH6Qx32GrFBM0pQ4z83ePLMjy/UaP728Rj+K+c93H+FYkp9fucTlThPPtsmKgmmaYUlJ3fcufExfh9e+q1JT8uIxSo2eeWRWVbdAawQWQgRoCopin0L1zQasNWz7EvMq5ivguDbXPrzEtQ8vnX9PXoBZpaiz0qKz0nru8f/977/i//xftqh2akxjM2OMB7ZjyNzXP7rE9Y/ebC1Ka3KlyLVxsQRwpJxn9oXWZFoxTGNs+dTJudCaQimsust6c7Vs/SmjVoLGEpJUFDgKbHm+m6Jf8bj906vc/unVMz2/yAumw4j9J0fc/e0jHn61RZbmXFpa5uoH63zw5zf46C9vXYjMrQpFlmSkSUb/YMTm3d05Z2YyjBj3J6arVfPP/d4/VERFzF58gC0sFkQ5S3qG78/LIGQVLTtAgs4fg5WYYFn4c+7DRS+1Qrggm2jRNF0FXcrg6tQkIMUm5PdBFwj7hiGdz4w+RQCiYrggemySEuGb7kOxB7pvkqPn1lYG+zo225QtoyAl25ibh11yOTAjVxc+cs9AhiAXTbemeIwx/YtPHEefuQv6W4aUAtu2aDQrbGx05qM1KytNGo0Kvn/+euuMW7CwWGcySU2RwJKsrrYIXyI9DaZDUa1a5Z++4UfUA7a2ehwejhiMIsalip9lS+q1gHajwvJKk7XVJlevLnL92iKOayqJCws1rl1fnKso1RuVN5ZY9TyH5eUGYehRqXi0O1XarZC9/SGD/pQoTk8kRBaeZ+P7JjFptyqsrDRPJRszt+JJHjHOY6p2QN15dRHNti263Rq1WoDvO7RaIQ86Vba2egwGUyYTk1xprbFt083wfZOYtFshGxudc/EkZoFdqxXSaoUsLNS4fLnLvft7VOoee3tDvIMBWVqQp0UppXC6k1Kr+bTbVRa6NVZXmywvN+h0qgRndPu2bYtK6NHtVtnY6NBomGO0tFifCwa822Gbpyi0YpxHjLKISZ6UpF/re5Vs2NKi6YQs+w0qtk/TDXHk92d9Z0GS5+yNx/Ngt+HnuJaNLY0jtdJP45lCKyQCS8p5TONaFr5tM0lTBnGMb9tMXYcoy4iynIrj4Ns2++Mxe+MxUghCx8E5Z9xzEkbd6vnuy3cBXcaEmVLEWU5amALL0WRKkhvOxCCOOZhMiPPsFeer6U7ujsY86vXpRxGuZT0nv9+thXy0tsyXuwfsDcdc67a5tdRlrVkvuxqGv9IJA651WzSDdxNrvfasLtQeUfx/kOePXvi40mOU6qG1QiDJi23S9DNE2X4L/H+Hba9ylmTjXyIyVdBPYgZpzChNkELQ8gJcyyItCqZ5ViYakobrY0sLrTXTPGOUxXiWTcP1SVXBJEtJi4JcK0Lbpe56tL2A9jt2q06ijIOtHgdbx0xHEXlWoJWm1gq5+sE6q9cWcV5DYnwpSm5Ge7mJX30a4Gg0eWkgdtFxhh8qJvmUx9MtfMsjtEMC602+/NIY2zkfoYtdyP+DIXHLlnHMti4bidjZyNG5UVb77XVw/xLULjr5O8yolsR0IbLSnfu26UScVI+yLoH7Z6AO0NP/t5GbJQAhjYePGJ2Q5T0JZcaz1BbwJTr71AT8ugBZN50O6yrYV8puxFuAXAH3p1DsoJP/vSSaNxHWFbDL42i9fclAMFXyWs3n448u0e3USMtxykYjoN2uUqv5Jf/gPO9pc+3aIu12yE8+uUIUp0ghqFRcLl3qnHlNly93aTYrTKcpcZJxNJyyczwkyXNA0K1XWO00qAQujm/TqAdoYYIPLQQ3bi7hV1zixMjm3ry2dGHZ2Wfh+zYrKw2zzo3OXJq3yM289mxEw7LkiQ6HfYo8Dma0MVM5Xw2f8Lv+fT5p3eBn7VtnWoNtS7rdGkHgsrraZDpNSNNiboyoMeO7ciYkUiY/hsh98e++7xv535WsReZCZblCrV+j5nnUfY964FHz3Lm8ru2YDodXJj2VikcQOK8lqJ9EWPW4fLlLoxFw+9bK/Dztdmt0u1Ucx/rOvDriImNresxu1GeQTWm6IQ03pOqcjQPzXaBq+/y4dZWbtRVsYVGxXRqvSWK/byi0IsoyelFMoTQVx8G1LFzbJBGZMpV317Koui5pUTBKUnzbpuq51H2PwLaJsoyDyYQkL0iLgnGaMk4SOmUnY5gkxHn2zgjM3xUKrRknKUfTKQ97ffbGYwD2RmMOJlPGScoX+wekRYFv26e8ek5ixrHYHY24f3TMNMtoVwLalQDrhEBPI/BxupJWGPD+ygI136Pu+9R8c190LZu6L/jRpRWudFss19+NWNEZmD85Wk1f0Nl4CimapzJE4x4++/vr3WGV1kzLmV+lDVEvzZ5qfNuWJElz8txUolzHno88gTFsmsYpUZKRpjmFejoHK4Ug8F1qJWHxLLrFk2liKnOY3QorHmEwC4S1kUjMjXFSlGTMnMSFNO3BaugR+E6Z1ZvEoZdEHEYTpBDYUuAWNsM0ZppnpKpACkFc5GVGqsnKFmMkc6Z5RpRn82TFs2zSomCSJdhS0vIr7zRBT5OM/uGQ/uGIOErno1xB6LO00aG1WD+lJ38+mJucV84Fn8RMYvdNkKmMqIjJdT5X3ch1ji1sPOlSaEWqDC9ACEHFMlJ3Go3Sikk+ZZxPqDs16o75Ej59H/Pemcqp2SEV29wklFZkKiMtt53p8hwpW7a2tAmtCp7lzWdilVYkKiUqYrbjPZ5EW/jSI7QqpColtCv4lmcIa9LFld4Z50slyGWEnaJ1DGrHcCGURqsOQsaYcaAZeToEaw3k1Px9DssE87JpkhfZNEG8KLsUcgHhfITOHVC/K8efNIjAJA1yBezbJZFbll1RkwgJ92fo/F45NhWbbodcKw0JXTNeJauGP6YTUKNSnlaZ7evc/I6R2Rc9QOsIoXOwFsqug2MSKusyWCunE5C5JG7HJEOyzQtFLaxFBB+iSU2So8egCgpRA9VAyoXnvodaKwodo3WBJX2kuFhSbtumk7C+3mZ9/WIjYlpr4mlKEmdmLt+2aLdCFro18qwwIzXn4EdppdG5IvBsmhvdOffsYDjh0WGPcZSSFQWtMGCpWUUgyIoCZcEwTrDKymdQ97hcWaBQptLZCgPeVsnRcWwaDXteYb8oZvr8cZHST0fExdlkvgEsS1Kr+dRqPma88LuB69qmY9EMCIuEdkVgtz061QqdaoW1Vp2lujHlfdk90fAdFLnK534Dr4LvOfieQ7dThetvtn6tNanKyHSGK11ceb7vTlpk7MZ9Hk72meQJuVakxdk5MN8FfMtlI3w3o9rfFbQ2MdwsQUjyvIxzJI5lkSuTjDR8n9B1SfKCw8mEhu9T89y5StIkTTmcTJlmGVGWMS1/8nKcKilMTJj90IuP2hShJ2nGznDEg+MeSVFwNJ0yjBOiLOPhcY9pmuJYL+eRzGLlfhyxP57QqVS40W2z1qif6vpUXIeK69CtvXjyxLYEtiXZaDfnPJlCK3JlSPS2tLCEPJMy2avw2mTDsteoVP4HM+ZwAVjW6ms3UxSKJzs9Hm0dk2Y5cZJz3J+QZgUba23qVZ+d/QGDYYRtWyx1avzkw0tcKkejRtOEe48OeLLdY/dwwDTOTHvckji25Op6lx+/v067WcG17ddWVjZ3+3x+b9ckEALev77C7WumYqk1jKYxR70JXz/Y5+HmkZFw1eCUsosf3lzh6nqHwHdNXFW+bjavKJEUWnMUT7Gk5HKtSVIUPBz2mOYZAlgIQq43OgzSmIejHuMsJS1yNqpNbjW77EcTHo/6tLx3XwVRhfHESKZPEw0AYYlSyvf1x/Tl0CRxxngwIT1BhhRC4Ho2wTPGWOfFKB/zaLLJMBuR6ZxxPmaQDanbNVaDZSbFlIP4CI3GljY3qlf5oH6bQhdERcyXw7t8Mfyan7Q+5ietj8sVwySf0M8GPJpu0kt7fNh4nxtVM5ZW6IJeNmA/PuDxdJPD5NgQFTHBZ9NtcKt2g9Vg2RgBIYiKmP3kkAeTR9wfP2Zzuo0lLKbFlNCq4EqXttdiyVtg2V9k2V9EnkkVRZjgWfgI2QX355hA2ildxGuG44AsE40NhPffArlJKuZv45pg3PFK520XxInRRFExJoAiNMZ+c/nYUv1Jtkqp2WcCBmsFRAVh3wY1LgncZfAvvHKMSoFcMmtSe2aESQ1MEuP+FORqmbxok3gUm+j0H9D5V8YxXS6BqBpuh2yVyUzjmbUvmW3aV0A0X9wNkU3ARcgmOJ8AEo0sE0+Bi8ezr1I6Jcp3ydWUirOKZ/3hXMaV0uxv9dh7ckS1EVBtVGh1awQ1n9FgShKlNNrVM/OjoknC3uYxli1ZvtQhsE1BxpICz7aJrZwkzzgaTxlE8bzQY0kzRuHZNp5jM4xiBtPYVNelRGtN6LnYlsT6nhA2bSGR0uF2/RIdr86C1/xDL+nMmCYph+MpSis8xzIV5OGYZsVHa1557VYo4iJBaY1vua9NNt42+tmA47TPotel4z0/Cv0qpCrnMBmxnwzORHT+Ey4GS0oqjkvDKwhcFwHEec40y4ijCCmE6WK4LothiCMlx9MpNc9lsWqS3WmWMUgSelGEJSVVz6PmeSWPxcQDhuNhDOx+yBACvLKr0wx8ap5HNBkzTbNyvKqgH0UorbGkeGmyYQQPBK5lcaXd4ma3wydrK1xttd6Id6G0IlU5g2zKtEip2wFV2/BG3+R79PpkQzax3OaFN3AWaK3pD6c82e0Z6b1S8zvNC7K8oBKYFvs0ShlNEgbjiGuXu6wuNZBCoJQiTjImUcIkSplGGVIK8kKRpBm2bbGy1MCxLZp1iXxGw3r2Uc46Gk92ezzcPCKsuNRDn7womNWl86Jg/3DMg81D9g6HjCeJccfVRj5wGqXUQx/HtlhbauKHs+DKfEGU1iSFmW2c5hm+7WALixRFXORMMjPKkGs1z06j3GT6uS7wLJulsMYoS5hkKXGRl+/97m/Kz4qiqdwkIWmcXUgtbCaB298fsvPggHF/CoC0jLN6UPWp1ANs5+JfnKRIOUqPOUyOyy5HxDifMsmN0Y9CkRQp02LKJI+o21VuV6+T64JEpewlB3w5+oaNytqpI5GqjFE+YSfaYyfeZaPylNuT65yD5JDH0032k0NG2RhLWAgECoVXeGQqMzrf5Uen0eQqJ1UpiUqIiwRbWCRFiiWs+ToznVHo4tQnMatGqFJ1RTIjvJV9MlEBUUGJzlwzXojZHDpIXV7QcRCiibabwDNnlLBBVBFUTbLxHBzTPbDqwPqZKyBCNtDitOLby6uskemYFEcl58QD+wbC+bB8Qg56as5THYEq/UCEBVgIyy/d0PX8uJ1cu7DN2k8e19MLq4BVQdAtHzNy1lm+Q6KPsTA8LKVTFBla52RqzDTfIVdTbBkihYfSKaCR2Ii5DK+i0KZaLoWNxEEKF/EWgjutjct3Gmcc7PR5fHePxfWW8bOp+tiOxag3YTqK8SsuXsUliVKyJC8LLgLLseaOtEppiqygdzhi78kxQejRKSWvgXmhByhJn4Uhggox72ZYpcGUY1kMpibZsC0j4ditVeYu2jMorYmLhFhlZMqsq+5UqNj+fB9nnYejdGRmkL06FctwdoryBhoVCZM8JitFEiSGfBpaPjU7KHlzTyt4SZERFymxSomKhFwpHGG/sqs4Uz/KVc4oj5jmMYWeBUkaKSSB5RJYHhXbm1fsC63IVE5cpIzzmExlp3wAAtulbldwpYMlzjdmpssqaKEUeaHmf77szmHm6XPiIqGXDchVTsttElg+hS6QyPm6U5WhUAgEGiMrOiPgzjrEqvTNman+zK5PuS7IVW7kRqU9X0uuTAf6MOlxmBwT2iEdXp1sZCqnn07LY5ezFR3zcLzP9rRHYLl40uGb0Q797LSnS92psOg38Mv9edFxFQKiIuUwGaK0Ylqk5vqptTFLExZVJzAEdGm9lHeRlQnQIJtSKONwDWAJOVe8argVfOvV99NxHtNLxmjAk/ap89WsTZXBark226fm+DjSxr0gJ6TQqvQeScz6tabuBOQaGoGH79j4to1CE6UZkzRFJmbao+55tCsBdd9Do+mGlfm/08JcHzzLpu75BI5N1fNwLYkjzbh5WhQEjkOaF1RdF/sVFf/vO0Q5nVL3PJZrNdJC4dmmA7Q9HJKpglYloFsmZvIlnmWWMMT6uufRDgNudjt8sLRIw/dP8XizoiAr1NzUT8x/b6Zn0rwgV4rAMcWfAqPUNcim9NMJqZOSqZCGW3kj/5fvFRNJALZlUQst1pebCCH45sE+R70Jf/7jK7TqFf7u1/eZTJO5A6tjW1R8l8trbbqtajkDa26Q+4dDvnm4j5SCzd0etiWpVlycF4wJCAHb+wMeb/foDacIARurbd6/vkyzJGPqcrzr28cH/O7LLe5cX+InH2xgW5KiUOwdjjjsjdk9GDIcx/iew1rYnAd4rrTIlOIoLoNqIchVwcNRj0IZ0nfVcRECkiLn28ExiSpwpU1ga5JCvFNpspfBsiR+xcOvGDnbGabjmN1HBzQX6mXQcr7TKY0zJsOIx9/s8Pkv73G43QMBru8Q1gNq7Sr1dohzDkWWl0EKiSMdanaVa9WQw+SYh5MnrFdW+Xn7Ex5NN/lN/9O50+ibqE2nKmM72mM72mMlWOL9+m2qdogrXQpd4EiHptMgtCvz4KZiBawGy9SdGoEMGGUjKlbAh433WfA7hFaFwPLxLZ/A8k/pfM/anqkqSIscWxr5QQtTGS7DYtIiJ1MFrjT+B6kyFxlXWmWrdJaezI7Z+WjjM6HCi5yfszEV8arXa40Z+SpHWMSz8rylwaAemseEz8u4YnMdcsErt6mYs0ueQ6FTCjUlLXokxRGe7KCtglQNSYsemRqSFgOS0jU9KY7QuiBRx2id48g6tgyxhEuhE+LiEFC4solrNXGtFhZvRwMzmiQMjsYc7w443h/SWqjhODZ5VjAZxfSPxkyGEa3FOlmSs7/Vo3cwosgLLEsS1gM83wEBaZIz6k8Z9iYMjsZ0lhqnvYLKsdKsKIhSQ3iUwoyU5lmOY5tAeRQlxkSqeCqeYc5lPZfMfXqsC/aTPtvREcfJCIXi48Y1rlSXy9cZ5aG9pM9/3v+URKX8m8UfcS1cQQpJojIOkgGPJ/vcHW8ySCdoNJ7lULUDrobLfNC4Qt2pnPIVGGQTtqNDNqeHPIkOmOQR0zzhrxc/5t8u/uiFx1pjRniG+YQvBo+5P9lhmsckKpt3CNaDBTbCBa6GK3Rm48Aqp5+N2Zoe8vVok6NkOA/cHWlxqbLIh40rdD1DJrbO+E2r+i4rjRo7gyEHo4ia7xF6LpYleZn3qtIF43zKcdLncbRFXKRcCddpOLWyEGLz/2fvv5/kyq48T/BzxZOu3UMioJGSZJIssrqqq3tmrGd3bGx35uf9M1fY/LJmvbM71qK6VFexSCZTAwmN0OHy6Xfv/nCfe0QAAY0UxeZJQwbg8dz9yXvvOecr1ppOw2F+Qm4KtFSNSV3W8A8ijDVkJl8ZqYUqIFYRWmoUknm1YFLOiHREW8dLTSbm1YJFtWBSzpsx+eWwtUWV89vxXb6cPuY4n3GQT3mSnjCrMpSQPEgO+Xz6cJVULOPng+v8L5d+xXY0uPCMChwa4TCf8buTezzJTri3OCCvXQFwKRbwcXeHj3o7DP02/ef4s8yrnL85/IrfnHxLUuUrWFesA7ajAe91tvnV4AaX4hd3QB8nx/zt0VfU1rAedBu1QniSjrm3OCCp3TlvaZdEf9jd4Se9HYZ+h2HQfum5vCiKumI3HXN7vsc/n3xLVpd80r/K9XiTtU6XlgpQUjovLeuS2dLUSFzCEXkaXyn6YYg3GuFrN09JBCoS+Fqx3e00alVyVRRbwrQq4xL2TuATe96Ppuv5uiEAT0k6YcDN0YCtTpusqvjm6IijJCWcz/nvblznZ5sbtHwf/zkO4qKZuzwl8ZWiEwT0gtAJEJ3ZLilKxklKOwjoRWHTYYZ5nnO8SDmaJ0yzjKvDPpf6XYSEGktS5RzlU6ZlwolecFNs0tJvziF77WTDmBRjZwg0UrabjzidGJwvh8XaBGPmCBkjRfeVqjBCCHxfEvoelzb7eFryzb0D0qxgfdjm8taAf/78IYs0d46vzUQopbtRa1+vWmyy0Su3FtK05OhkwbAbU19gyJdmBQfHc57sT/nm/iHddsDlrT5Xtwdc2xk2x2UpG57G4/0J39w/YGuj2xAMnVqMxZKXFQfHc3xfkTSEy1Bpun7gJuq6dmhwAbHnrR4krSDULXeTCFY66JHSxLFHWdfkdUXfD5EIWtpnM27T8QO+666GDjS9tTa9tQ5h5COVxBjD7HjO7d8/cDAqKeivdRz3wlPOY6MRgF76dLhOhqHIXDfkZH/C0ZMxt397n0ff7JIlBVJKhhs9Lr+/xXCjSxi/m8WWEgpPaPp+j61wg8KUJHWKFoor8Q7z2iWAla0pbYl4SyNKY43rQFiDFJKWiul6XXzl4QkPJRwOcllFXSZDXa/DcTEm1jEd3eZStNnArdro51Sk5mXOuExJyoKkLmhpn5b20c13lLamMDVJVZDXFW3PJ1Iey+Wdm0wFWio86dQsPKmaM/A8vKihslXTnXHVzNLWaKEIpI9sNMuXOvfLMeLspwmE8xTBcVxKU644KRfiw8VSwarjkgmbQv0Au/xUm4M5crK5cs39EdGqQl436ifLRKM0tTPsko6YKaxoEh43FmV1RVqV+M05cWZP4hzuxFVyc0ozx1JiMZT1hKzax1K7P7ZyyUR1QCUXlGbmVPtshmfbaNnB2IKiHmNsSS3zBtbXQYl3JLjfWKMsOwB+6BG3QzxfOy+GtCBd5FRVTV3VTI7mHO1OCGMPL9BUx/WpNr61mNp1cquyoiqrc10IrSSR79GNQirjundaCYxxCwavIY8mRckiK8jLirysiQOPOPRpBf6Fia5pKqsPkn1mVeoW7HajqZAbZlXCfjbmYXpIZSrSumiuj2FaLrgzf8LD5IBpmVAYhytPq5ysLgiVT89rsRUNGfndVcLRODW4Tmdd8CQ95n6yz4fd56sUGms4yCc8Sg95lB5ymE/O/G6pyuPw0MvnwwJJnfMgOeBhcsCsTChNhWn2f1Fn+NkJbR1hsOzINdRLqt/L8LWmE/okRUhRGSLfIw7cIuZF8/KSm7ao0hU3rTQV03KGEppew2GblFOSOsWTp0lTqHyMDcjqnKPiBIBQBaR1Rl4XqyQ/qVIWdUpmcoo6B8QKbro0X1t2gV8WxtpVZyhp3L/TuiCvSzypKYRzyD5veOa6AcsOw0VRmoq5tTxJT8jrgnGZcJTPKE1NZWtOigUSufJu+Ki7Q8eLVjCXp86q264Ze6ZlynHhIOrzKiNSPh91d57diadiVqXcme8xLzMGfptQuTllWiYc5lNyU1Iat2/gipqVqfiou0PPj5+zbxeH62iUHOVTvpw+5ovpI+4tnFpiVpdoJemHIT3/PKT7aR+N5b2mpCT0ThM+2XAGIs9jFD/7/rN7aZ/6rH+JIYRANV3eUOvVMQsB2502AnhvNOSTrU06YUD4llK0R/OEL3YPuDLo0w58THPuHp1M+WrvkKQoyauKsnbcmrVOTCvSFKZiUeUYMrK65FL0dhDgN0g2TijKL5CyhaffR8rOUx9jsJRU9SPK8hu0vo7vfcyrqFEJ4QhmnVZIK/abTkRAkhWO3C1dAuFp6SauymA9S15U7B/NeLg75vH+hDQv0UoxTzJ2D6dEgYdSgrKqL6xYH54s+PSrJ8wXObNFxs0rI/7i59fodc6rViRpyckkYTxNOTyZ84+f3ufh7nhlQJPlJXlDbN8cdcA6Wdp+ENHyfNaNc688JdrYRsq2Of4zP5ewmOUCbQmRibWHkpKNuE3seW6R9LoX8TUjjHw2doZsXhnRGbQIQo88Kzjem/C7//wFk6MZk8MZO7c22bgyotWJCGIfpd01qytDWVaks4zFNOVod8zRkzEPvnrCw6+ecPD4hMUsw1Q12tdc/XCbX/4PH7G+8+7w7VooV1XTEaEKGyK4I10vW/u+9JCIpq3/Fu1CodkM11nUSUP2fsxOtM2laIvtcIuh31vBqt5F7GVTPhvvMi0yZlXGetBmPew0HQvJtHRqaPMyIzMVo6DFMIjpeiGh8piXOYWp8KWm5QVshh16foR9wYBe2YpFlZCbnMrU5CYnqVNiFTHw+4QyREu9Skok5+ETy6Q6NzlpnTOtpszKOUO/T9/rEygf/xnehG4gXMYlGfV9MP8JB4MCsI4ULtoI/T7oW06Wl1P44qIqnK+BlMzKjINsTtcL2Wn1kMKZG6mG3HiULXicTBkEEethm0h5qDMyhFL4aGkRQmNZOj8bCjMmN8d0vBt4ssO4+IKkfExa7yGNhxIhQmiKeoqxBU42XKFEgLUVeX2MFJpYb7+T+wMgagdIJRhudJmNE4YbXQbrHYSSFFmB0q6AYBs46DLx2NjZJGoFPPr2gPHhDGMsnX7MlVsblIWDZrnCwul3hb5mo9em34q4XDpujJCnFUrZ8Daq2jjowMmUR0dTdoZdLo96dMIA+VR1TgrJKOhRmpo/TO6ymx0zr1Iqa1xCbSr2shMO8zEdHRIqn5ZyhZjSlOxnY347vk1tDb/o32Qj6OMrj3Ex50GyT25KPp3cJa0Luv14BYPpeS0C6THwu1xvbfHXh5/yIDl44bkubcXt+WM+ndwlVD7XWptcidZZC5pzIZzbcaR82o0BmbGGcTHn0/Fd0jrnp71rrAU9tFDMqpS97ISTYsbn0/sUpmTN774UarMMB+uCK6M+722uMW9IqP4LhACkkLR0TGkr+n6XoPbpex0iHbGfH1HYipoarJPqnlcJgfSJdETf79LWLTq6xVF+TG4KOrrFlfgSs3LBk2xv1UH2hMZXAYUpKepilVztRFtsh+t8u3hIVuevVPyJtM+H3R3Wgi55XfIoPea/HHzJ4/SYvt/icjTio94OI/+82s562GXgtZ47Gs8rN3ZO9IJZmXApHvJB96OGNAu353vcme3x9ewJDxaHeFJztbXeOFKfP8ctHfKv1z7gg+4lsrpkNz3hbw6+4lF6/EbwpnG5YD+b4EuPlg7Yivr8q9F7q07HvcUBt2d7fLvY597iACkkNzqbeEI9s2/Pi8rUHGQTvpnv8vdHX/MoOeZya433O1t80r/KlXiNWF98L77tDPf0+//lphgvD18qRnGMsZbI0yuzvreNe8dj/n9f3OGvbl7h5vrAGSubms+e7PP//fw2G50Wa+0Wf3i8xxe7B/zVe1f4KF5bFWpK62CO9Vua2L5BsjGhKD9DqTW0vgpcLJNV1wfk5e+c7rz3Ia+UbCDQyknv+VqjlHODDTzt4EOChjDjSIRVbcjLivE05e7DIx4fTKkqg5RyJWW4xPY5A6NT19SzkeYlx+MFi7RgMksRQK8TEZ5x07YWqqomzauGw8FqX5fh+05HPPQ1G6MO7ZaztY+0JLQOywicY/U/L/t/Oqt/OpNveT4t77vR9H86tKdp92M2rgy58dPLZEnO7r1DRxB9cOSSibzi8NEJ65eHxJ2IIPJRWiKVdB2NoiaZZySzlOPdCUe7Y558u8/u3cNV1Wqw2WO03ef9P7vO+392nf7Gq3XEXiVE0zlwLqO6wa56aKFXlX0pFAhBjUG+ZHJbYpEvSl49qVkPRpTWQQfGxZikTjnIDilMwawasO6P6HgdPKlRbykLnVUV4zxhURWkdUmmS7K6JK0LpzVf5syrgqx21S6vUZdo6wC/wWBmzUI8MxUDP3ophMrBJdKV0ldSpcyqGalKsVhCGaIaGWdja6RQTTdHNVhug7GGtM5I6pRpOWVWzVmCsXp0V9dm5RKLAtHByg3Q1xA2dzwOSlZgJxGB2gD9PkJdBRGTm4pZmTMrcuZVji8VgyCmMDWTIsVaS8+PKEzNOE/xlCTWPgfpnL10hhKCvh8RPINXNU3XIqMycyqzoDYLaptS2xxDfW5bYx33SwofSdP1w1CaBULIphPi1Ktqm2Ff6PT+6iGEE3IQUhC2AqKWTxgHBLFPVTreVJaUJLOcZJ4ThN5KrKHVCYk7Eca4BAQgjH2MaVolF4SnFJ5SPEvjel6lUoCFS4MuW/3OhZVLiaClAvp+m0D5WOsWgZNiTtuLKEzJXnbCQTah48WsB31iHTaKchnjcsFJMaOjYy5Fa9xobREoj8N8ggDuLHb5dv6Elg75ib22+t5Q+YTKJ1A+XS/mD5P2c5+LZXenMjVPsmPuzJ/w8/5NbrYuca21wWY4WG237GosJ/HclIyLOQ+TAzJTcDXeoOu1sMJV6x1HLGEvO2bgt6leY+IvqppZltOPQy71u9w/GjNuZEpPHczPH5WDbnmEKsATHgXFaYGs6UROyznWWteZqHMHByUiUiFtHROrkIn0MNaghaar2xSmoDAlWZ1TWWfohnVIBISgajqctV0+O68OaPWlZiPs0fdbYKGlA76cPmJSJgz8NjvxiJ/0rnApGjzzvlD5z51rlh2IrhexHva40drgg+7Oahz1pKY2hjvzPb5eHPLL9IRZmdLSwTMYd08qduIh29GAytQM/RZ35nscF/M3KnC5jsOM9aDHFX/E9dYGH3YvESofJSSxDjDWcnu+y9ezXX6eXmv2LXwJ/t51mNKGP/TV7AlfTB9xUiyItM+t9iY/7V1hJx4909FYfcJbzt2vy0mCZQPXrHxxnuHd/ZAhaNAGF5/3yPd4f23EZrvNeqv1QiWq14lpmnP/eMzHW+sAzPKcw/mC43lCVpbEvsdWr81Xe4fsTmd8uD3CWIOgeS5tsyaF544XrxKvn2zYCWX1lZvkbc2zSYRE4GPMmLL8HE9dhteYNKVghSmDBrFwwXE5srZhkRbsHk75wze7GGP5N7+6yeXtPr5W7B5O+eybXRZpjvcc3Bu4tp7vaSazlMk05Wi84OB47tSrzvAQlhNl4HuM+i3+4hfX+MtfXD/3WQ5SJQk8Rb97/iF8HtvieZftx5LFCynQnmbj8ohf/59/hh/6FPnv2Lt/RJlXjA+mZEnB/S+fEISe62gsq51L6IWx1LWhrmrKrKTIK/IkpyortK8JIp/3fnGNn/zlLT769U2uvL9N8IpGUq90DHBu4fp8JP6z77solhV7e8Gk7/DMI1o6ZjNYbxRVTjjKj7k3fkioAj7p/YRr8WW6Xhf1gnvzVcJXirYX0PKcHG7XC+l4ASd5yqJ0i4SuF9JfJRGOoNb3YzajzmrS3MumzMvMEQvFi7lBBifVmxtHdi4bGeDcFJSmXFXNlkmcbFTYnISlT2nde/M6X/0sjFvg5qZAIIiahOV8MiZBdsH7lZPSpT7VR162S/DdNiICPBZlyr3ZMUd5QloVrEcd1sIWgVRI4bgr0zJjL5nxzfSQUGkGgUtSkqqgMBc7hVcmpTCOr5HVh2T1AV4j0SvR5NUBBccU9RgLeLKNFAHLRbovBwghKeoJxpYIobD2exR8MNZxOY7nnBxOOd6fcrw3XXUjtVaIM0RDqSRKS+rK8OT+EWVRsWhI5a86p19UqRy1I+LAI/T0C49aCkUgPUZ+h7WgS1JnPEqPuCLWKW3FbnbMQT7m/c4OV+J1YhWseBBJldHSIQO/TVuHBMp1Mds64kprg4N8wmE+4biYvVUFb8mfmhQuuen7Ld5rXyLW5+FwDiJoGyhhxaxKOCnnTMoFe9kJlalXUBwH4Sqp3zD5nOcFu+MZg9hBCqdZxu5kyrAVYWznubwN1yy0lKYkqTNm1WJVGKqtYT87pDSuw7ksvCyJ4UsCuxQCLdxzdrZ8ESifVgNVq21FqGI6usWiTpmVC+blgrvmISfFpBHEePmxSwSh9FYdglg7QrQSjiQdKE1LB3Se8tmQiHMcuKdjKf97pbXG/7T1CZthn0HQXhUNBdDzWyR1zreLfSYNlEmK3jPX/ex3elLhNwo/r8uPW4axlsoaLkUD/t3mT7nSWmPot1fnXwtJz4vJTcnnk0dMy5SDfIpA0HrOvkGzyMRyUiQ8SA75u6OvuTvf50o84r3OFr8YXONqa534Fbtr30e4Drabl5ccofo5BcEfIqSQxCp87nzfDQL+4splSmPoBgFRU2R/21gmDapR+zuaJ/zh0T5SSn5xeZtfXNnmvc0Rx0nK7YNjsqpyhQAhCZSDu3lyCYt+85nptZMNawuMmWDlALDPqKUs/20pMOYEY5PX+4ILekfPSziMMZSVYb7IGU8T4tBnY9Tm+s7QEWCr2jlVGvvCxkor8tla7xL47uKWVc3vv3rE+9c2aEU+qlEE8D1FFHl42jntdlohm2sdAl/j6VOMr2kqRmdvlOdlgk+/XhYVeVZSFRVVWTtlpoYDIZWkyEvytHQGTA3eul6aQxmL5ys8T+OHHv4buAo/bx+FErT7La5/vIOpDUVe8uibXcYHUxbTjCzJmY8XnBQVpjaY+rTyKYRASIFUyplWNXK5/YaT0R226a93+PDPb/LBL6+zdW3tjdzIX+lYzh3XOfj9U8cs8ZqtK1NR2Yqq8UOxWJI6ZVxMyS4gLgoEntAo3SJWMT2vSyhDamvYyw+YlnNOijF9r0esYlDBU+8H1aSmVTNgvig6XsDluI8UEi0VodIESuEJRaAUWqiGjyFRQjroCZK+HxGpZadHEirPdRflyysqApruj1Pmqozz6rDW7bNTYipZkiuXUDUpUqSQjUJN7XT0G+LsEo64Ot+2QlhxWgkSy5QxcN2LVwyH58+ZFCl5XdHyAgpTkzc8lrQBdu1nMw6ymYMmCuEqznXVmEg9O2EJIZBoAjWgpXfwZRcpPHw1QIqggUMaQtYI1AAt20jhNYmFJpC95niUg1MJz73DlgRq+MaeHM8LIQSdfsz6zpC444h+y0LCYL3roDPdED/wGG44hbAw9vF8xWCt67rFy0ICUPkaeUnQH3XwLiDEPnsLXXxPhb5H+BIRiOWiznUN+4xDl0A8SPbpeBESybhYsKhzul6LjaBPoDxKU62IvO558FbJNbhJtKMjPKlX+P63q4Y6uGthSnJTEEiPnt86V2g65S65/xvsig9hcLr2bR3S0WeKVR7N4tTnUjR6LZdpJQWBp1nkBQ+PJ0ySZVfjBYWu5uJpqen7XZRQRNL5/PS9LrkssICWlTse4YoDHa9NpIJVVzKUAWvBkLZuNSpcISPfdRa8JczSVLR0TNtrE9UR8RkT057XIdaRGydfEqJJbFanTLpRdMlPcLw99dpwJS0VsQrYCHrcbG/S9WL8MwpQG2EPLRVdL246vjmzKqVvnp3DVilFw1lx3LQ3B9Rq6ZTNRkGHG+1NNsPeuX0zoSOP97yWM9+rC6Zl8lLjwNLUTMuUb2ZP+Hr2hHGxINYBtzpb/LR3lZ1o+L2aDy6fSYMlrTOnTFfnZE1xqzDlStls+bO2Tu3rx5Js+NLjVusql+OL1BydHO5m583I+y8KIZzYfdWYKz4eT/nsyT5XBj1+trPJzfUB290OoedR1HVjdnr6nxJuDfG20kRvwDxxy4cLTa+es/13FaaBNlW1Wbm/etop7RhrV2TuJM3ZGD3fFXHQi3n/+gbGGBZJzhff7vMf/u4brIGdzR5h4BH4mij06HditJZkRcXJNGH/aMZo0KbXbpINY1fGgmGgn5HZfVnkacHR3oTZOCGZZfiBR7sXE0Qenq+ZHM852h0Tt0O6wzZZUpDMM6qypi5rOv2YTj9msNF9Z8nGMvzQY7DR5cNf3WB9Z8jjO3vc/fwxT7494ODhEZOjGbPxgiItKYtT0uhykRJEPkEc0Bm0aA9iNnaGrO8M2bm1wfaNDXqjDp1hiyD84aslWii08LBA1pAaS1OiGyzspJzyJNtlUS2eea9Txikb5Smfto7xY9fazuuM42JMbgqm5Yy14FleimxkIJd48/Il6ljDoLWqoAmcJJ4UgrXAwS1OORJLy8imCqg0FkeQLEzNwI+JtE+sX37fKKGJdeRgYfXcyTJL30EvZEBpyxURsrLL8ybIjJsoQhUQSbdIlMhmAajOqG0pKluj35FgnjwzsdfWMCtzTvKEozxpoDYF8ypvfCDcdqUx5KZ6LmRFiQipPAYyout/gBYRUgQEdtRAohqNreb9ouHp2EbjSgqX3EV685nKrcRDiXfrdCylYPPykMFahzD2EVIQxQGep2l1I6qiJoydwMNww42XYRwgpODK+5tU5dpKAYWmqGKMdTLVrXdEZH9JaKHYCPskdcbdxT7jxS4bYZ+WjkjrHGMNHR0z8DtoqSjN0rDy+wl75v/LeKVvt8vKZ0Anjvl3m7/kanw+oV4ummMdEqtXP9+9KOLaqM/hPOH+8RhPSnpRSOC93B8pUAHX4p3V862EpOu1m05GQ6C3y/vZdRA8qZHNvd7x2tyQV9xCXzpSedB2+75UKHMwK7XieJ2V9l52TCL15io4bxuh8lGBoufHRCrAe2pO96Wmo8NVElM2RYzK1Bd93DuNQHqN+lWLWPnP7JsntevkNfNW2XRryxfsm5P2zdnNxvzX4zt8PXvMlXiNW+1Nft6/xo32BtEP0NFwHIKKo3zMbnbAfu4k7SfljEk5J2u65EsRDMvFsPkfKjpei/9123tusvFdxRLRkRQlB7MF94/HfLl7wLVhj4+21+nHjdqqtStUg7uXbVNgPe1svM1I+tozuRAKISOgpqqfIESIlD1o9OKtmWPMBGNmCIJGR/67CSUFYeDRjgM6rZC6Ntx5cMg8cdjih7tjqtopVr1oUPV9Ta8TEjYShOOZ44Acjef89otHXLs05MqlAVpJWpHPzmafW1fWyPKSP3z9hF4nWjmMy2afWrHPqN+6UGb3RVE2spLJLMMY45QafKeqtVSMSRc5ZVGTZyVZUpAuMuJORLsTkWcl+ZMxQezTX3u3tvNKSVSjNtXux7T7MZ1+i62raxztjZ1W/zShyEuqsl496Ev+jB/6TgWnG9HqRQw3e4w2e6xfHrF2aYDy1DMu4i+P540mb7fAkA1hvKvbbATrzKuE308+J1AeSmgO8yMqW694OGejNBV7+SHjYnxGVUk0hOoCLTWRioh0eCF+M5QBG8GIrM55nO46vkd+REe3aOlWU+mLVmpNofIIlXeO5/N0x+wspvXs70tTE2mfvjUEyiPSHsErOPUqoYhURO25zktlq2ax4bgwpalomaxpZdcrNbDcFGQmO+UqWbcvsY5o6zahDAgaecx3SaKHZSfr9BNj7bMddTHW4itFz4SMgphQeXQ8p/+e1AVrQYtA6mc6laIxLFQ8uxA6TQ6XrATxCq+fNqnf5XGf3eeoFZxLDLSn0J66wCfn/GK23T1NfOxS1WIFdf3+FvNKSIZ+l6TOuT1/wl52wqP0iKHfQQvFwO+sYFJue0VLBwTSozAVSZWT186rQwlFXpcc584RvK0jYh28FU562fELlU+sQtI65yAb03nKE+Qsf08iCZRP2Czml92WtcB5P8jmvltyPcRLYD9Ph1YCX2uKquJ4ntAOA7SSKw+VF4WTYz+t0Dd9xWeKH8+7X33hnXP+9oWDUS5juTBc9XrE08/Jd/MsvE74UhM2hH5XiDh/7pe8jeV9UzcJ00Vzw7sO1+1y+6YbWOi5fWsKOcvXnYRsfSH8dxmlrbm/OATgm9kT9rMp11sbjIIOQ79N93vuaKS1Ex85LpzB4152yF52xHEx5rhwXL95lTQ+VBdDXn8M0a86zKvXRPq8g+hGAdfXBlTG8LtHu4yTjGErYtR2xHApBHnlOpShdvexweJJTdeLCJVPx3Nj43fqIP5seEjRwdqcovzCveJ9hBQtwFKbQ8ryK+r6ACFjBCHfVWVJa0UUeKwNWgz7Le4/Puav/+kOuiGGay2JQ+eroV8BFx8FHlHocevqOrUxPNqb8P/5z1/wP/7rD5yBoJQEvubjW5uEgeb2vUP+7p/vni4fLMSRe/+tq2tETSL0OlFVNek8R0jBcK1Hd9CiM2iRNdhqIQRhHJAucmbjBWVRU5UVG5eHvPezK9z78gmP7uwz3Oq9wRl9tZBK4gnBcLNHuxdz7Sc7DeyroqrqZjEizslsCSGcdr50uG+lJZ7n4FR+6Lo2b34jn12ovZt7TSLRUrMRrPFR933G5ZT/fe8/ECq3GO54DiKVVAm5PV8lKkzB3cV9vpp9s9KYlw0EyGJZ84esBQM2ww3CCyqUba/N9dZV7i0e8PX8NpWtCWXIdrTBlfgyO9EWQRhc6Ob7sqN/+vdKSEZBa8XnkIhXwomqBhLhCeddcnr25Uoi1SwVmlgaCYoGPmU4yA/Zy05VfTq6zWa4QdBANVSTpL2rhcZZsqASklBpRkGLS3F3tW/LReDyHCxlSkOlCfWb6rq/DiPrx8LSeoX4gXZVCknfb63giyfFjPuLPbI6p60jel5rtagHV9nt+21a2i38RSmY1xmFqQiVYF5l3E/2mVUJo6BD32u/lUv2MhHoejF9v8WkXHBnscuN1tZpsgErLPkS4rg0hLNAUmUc5lPWghlrQY+gQRFUtqaoHR9qCXl8lahqQ1aWDRwQsrLhRlU/joXZD51MvCyUkATSyYG/apfq+6qouyq046lceB5XPLaz8fw+ucAR4j+bPOTe4oDDfIaAlUngD9EomJQzHmf7/GHyNV9O7zCrEhZ1SmWqlQhLbetnJI3/FC62eh1+fW2Hu4cn/Oev77HRafEX169wbdQn9DRZWZEUJUoIOmGAkK5gGquAzbDPMOjQ81wR7m3itZMNJQf43k+ozD51/Yjczqjq+whctcKYEyqzDxh87xOU3uFlM5MUglG/zfXLFXHk04p8uu0QKQU3r6yxNmgz6MZEocfNK2uM+i3Wh21CXxP6mkGvxYc3Nui0ApK0cAZ50nUhup0Q33OSmxujDp4+nUg2R13+/GdXubozpBUFBIEm8DWbax0nw+t7aKXotsMGl+oW2uvDDlq5boPSztCvrt1AHgaaUb9FpxXgea9P/LXWEak9T7kqZDsgjDySWcr0eEGaNI7lletsmNpgjcX3PTr9GKUVRVaeN9l6wXct/1u2q5eV9lPC32m4RVlTIREGFQjiMCSyAQZDaQryOsOTPpGKV5P26SC4TAqMExdoKv5OQKAAFNZKoG5eO/t7mn9LnLGbxRFxKqyZAzVCtEAEwGniEqqAjWCd0paEMqCtW0QqZC0Y8n77JlvhBlpqBn6fDzu32Ao33CJaaiSCtWDER5332csP2FMHeNJV6oZ+n47Xoe93KU3BwD9N7qSQdL0OG+F6o7rifDukcATpkT9gzR/RVjHqgs5frCK2w83V9clNgRaKvtenpWM86V28VH3BYvh5v5PCkcVfN5bXViqJz+kg9PSE97zpqTIVdaNTb6xh4A+cl4jQz/UTedMIlGY9dFr0lTX0/JC2Dmh7DhLxrBJPs+8vUYR7UTxvAfW6r79pOAOs0zFgyXaprHt9aeK4cpFvEk33tFlK4yBwS/ntsPEZWX6md6bCW5mG29IsSLSQBGpZ6T2tOCzlu1VDXH2T4oIQ4AlNrAK6XotQBRzkEwpTcS3e5Eq8TusM5MYlxQFDv8NOvEZel9yd7zIu5vjSa6RYj7HWcrN9icvx2jlTv+N8ykE+YV6lJHXOk+yIwlQ8To/47cltfOURSo+B36Hvt5tzo7kcrzMrE6y13J4/Zl6lPEj2ARruQkDbixj5XWIV4DdJ0c32Nsf51JHEbUVXt/CkxmKduasK6HktPNl95aQoKyvGSYoxllbgN4uyptP5EnWZ7/p+fd3v/SHC8T3kSxQKLyh0fQ9r32Vy+8Ju3FO79qLdWkJsY+14IEs1q0WV8+1ij82oR7epcr+pE/mrxqScMS5m3Fk84Pb8PncWD7iXPFrxM/7YIq8qTtKMtCwdakdrumG48tlYFr/GacaT2YxJlpOVpePteB5rrZitTofQ086gt7knhq2ID7fWnImikuz0u1wd9tnstlfEcV8rbqwNsMB2r4NANkbBzrfGl0vxDucR8iYFmddPNtQ6YfBvyMvfkeX/hbz4DcacYHFVEik6SNkj8H9NGPwVWl3mZbK3SkmubPfZXOsgpUA2tuoA/+qTq9S1Xflu/PknV6lqQxz5+J6Tmh10I3710yv87INtR3xryG9SOrMY95kC39P4Z4iMN6+usT5sEwSaVhSglDudvU5EHPpsr/f4s59coRUHDorVvK8dB4SBpt+L+MXHO66KsTQTlKdyvf4bJBvLEFKiPUdERwjSRc7hkzFVVaM9RV0Zhy9XEpQzxnmTWGJklxj7QLpWWWmKlXvtcuB3JF+9wk66gU43iUbJrJoyKU5oex201Gi8pxIOA9RYW4AtcEmBxtoSbIUQIQgPbO62ER4C5e4taxAiABSWrElWArAZpn4AtkSoLYQcIETEklPU0W1uta9jm4r1UoI1UiEbwRqe9Aikz060xcDv4QmP8IxD9ygY0PHa3DTXKEzZ4BblSsJu2S6P1SnMJFQBH3RucS2+sqrui6bC5MzzNKEMGy30Z69bqALWgzV6Xpeb7WurBZ8ntJPvlfqtfEB+DNHzusQ6hmaxq4V+7vl422jrgBudkasm20Z9Ti5NFV8cP54lz+tFaWqyxp0Y3LMrgbSuHEle+wRKU5qa2lp85e5pIQS1cZwWZwJZo6VkLWwRKk1WVw4qpH2W8HAnIZw1yl01sfYYBrGT1mxYyAJBZZyjcKA0Sr8d3dCTmo2gz2bY595in1mZ8JPuNS7H6+c6GxKBLzXrYZ9f9t/j2/kT/jC5x7xKAVZKRbfa2/ysd53NcHBuEfUoPeIfjr/gpJizqDMeJgekJufL6QNKU9L3O4z8Dj/tXV8lG1oo3mvv0FIhf5jc5ZvZI76cPnBqUhYiFXC1tcHN9jaB9IhVgEIy8jv8evA+3y52+Xr2iM+n9zkF2Fk2gwG3Ope42dpuEo5Xm74XecHBdIGnFf04oqgrjHHY7O9H9+yPIcRTP/94w5Oa9zvb/LR3lbTOOcpnfDZ5wOHxlFHQpee12I7633mysZcd8dXsWz6bfsMX0ztkjWrhj4Xw/a4jLStuHx2xN1sQaMVaK+a9tdFpsmEMeVVxbzzmP9z+lq+PjjmYL4g8Ryz/1c4l/ocb11iTLaQ+VfbrRSGx77Hd6/Crq5cItCbQauWz4yuNCiW/uLLNh1vrBJ4C6QxU97MpkzKh7YVshwNGQcf5kb3BY/AGnI0YpbbwbII1C5QcUZsjt2AEpOyh5BDf+xitryNFB6dS426QsqqpKuOgTk1XwBiLblSXTO2yt6pRWBI4a/dlxJG/wnmb2lAUrtIWNe6zSyUoYy1lUZFmJZ6nCCMHpxKIlUa8e4/3THXF045oHj9HelVrgdZyxfF4lxFGAWtbfbSviNpBAy+CqBWwdqmPNRblqcaNuz69oRoCfG/Y4vKtTbqDl+Mqa1szraZkdYpolIWmdkJpS7I6w1pDoIKmIlrhCZ+O13HvK6eAbRbmGikkaZ2S1EkDRZG0dYe27pzicM0EYw7BVrjEo5FDsUu1H4W7V+ZgcxBRk2Asw+2j+71ByK77d73vyM92cPq5TWh5caXcw/EmVuddhYQXkBCfxhi/SiihaOsWbf1milpKKJRSBMqnw7tXp3iX8bLk4Hm/96SHx7t/fi4KLSX6Na8hfL9chHcd0yJjL51T1DWlqRkEET0/ZFpmzMuiqdQ6WB9CEEiFrxS66TamVUFWV5TGdTiT0qk0LaqCSHtc6/TpiQglnDvxoiqYlzmVMaRVyawoVoTCZaJtGzJwP4iQotWIAog36hj5UnO1tdHAEl1X8Uq83izCTxPxpYlkS4VcjtdXQgGzMsHJEStC5XMldj4YXS8+V7Vr6ZCtcEhbR+SNmd7Ntlvs9702bR3R9eJzCkpSSPqew0KndY6WqnF0rsBCoDw2wyE9r3VOOSjSAZeiNecjhYOI1cawpGIP/Q5rQY+WDl+rshh4mk4UNP4nkklqSesXi078scRSFOK0e/+neFkoIVkLurzX2aS2lqN8ynE+50FyyJ3ZLr5QCK7jN35Vr8MfepVYVCmLKuXu4iG/n3zFw2SXk3L6Tr/jxxhZVXLvZMy9kzFrjc9GWZ92p2d5wd2TMZ/u7vHFwSGHiwQlBUVd82gyoxMcMYpj3hvVXO33V8nEqe/Rc4wXBUgUvUjRDd3YMK8KMlOS1jmFrShtjcQpWa4FXTz5+uIlb5CaaoSI8fT7aHUZS1OFXgIVhYcQHlJECBFztqthLeR5RZIURJFHJHzyvKKsajzP8SryoqQoaqqqpqxqyqJGCOj3Y6LIpypdpVhKlzRkmUtyoshDSLlKUsAym2XsH86II59L231EFDjegKDpfPz4FhStbsjlaMN1LbRs9lfQX+vQ6jqddLFcJJwpSy2lJ9d3BvTXO/ivkAhVtuQoP2BSTmjrDlJIjosjpuWEtE4QSLqea9cnVUKkYi5FOxQm52H6wCm/eC6h6OguhcmpbMWsmpLWCRvBJi3dXi0QrDmgLv/QJDYaSLE2R+ABurmXMqyZgk1dMiHaq44GOBM3a1yiI9UmQrSwNkXINpb6JUvfP8Wf4r+NOM5Tvp4cMitccvF+b43rnSFHecJJnjIvXTLhkgyNLx30KdIO/+24NW5pltUVR+kJ4yJhWuSsRS3ank9L+wilnKRmWZBWbixeVCWTPKVu5IyXz6QSEi0lO6YmUh6x559zZH+dCKTH9dYml6JRozgFsTr1z3hme+WxJnv0vBa3OpdWcLAlX8eRgP2GJ3QaO9EaI79L3XQo6waG5joiS0lneU5UQTTfN5QdftG/xcfdq6cCnNauJKo9oc9Vh7XQDeckYCdaW0FF7Or3jojsNV3AV41uGHB52KeuDWVdM8sKirKmNvaPerw8hRg1/KsfkefCjzkcDDhiOxwQKI+NoMthPiM3Jd/O9zkp5gz8NsOgQ0c36Ip3GNNyzqN0j69md/nD5OuV/9Ife2RVxf3xhG+OjpFSst3tnOOhHKcpv3n0mH9+ssujyZROGPDTzQ2SsuT20TH3x5MVnG6r01klG68TFifbvahziiU01rhEvTAVSZ0TKZ+u9z0kG25xrppEIm4eXtOMiA7xB89WqybTlMnklIk/n2eUVU2aFuR5SasVEsd+oxwlKMuKsqwdXEgK/KQgzyuOjxfUxrCx3sXzFNNZSpaVCHlK8gwDj04nxNhGhrYy7OsZYZChtSQKfaLYwxOukv5jCqUV6oKbxPM1nq9fqgTjB94rJRqwJCrWGFvjSx99RlFDS895PTRVIYszbptWEwpTkNbOab00IQLRdAlsg/UrKW1JZStXTRJNgmQrsCkrJLzNsDbHCo3Aw8l/GoTwsM19tjpYIZ3WsbVnuh2mMZfMsNbndcwj/xTnI00KHt494ODJhCwrKIt3i4nt9mP6wzajjQ5rm92Vws4fW1RVzcnhnPHxnMlJwmKWrfhcfqBpd0LWt3r0Bi2CyH+G17Xk6cDpQvhNw3USXGFlKeM7K/NG7teuOsQSJ/NbmJx5WeBJxSAI8ZVmURUkZUlhKiyO/+K8WU79AWTD0UjrknlZMisyxnmGweJLuVrAL5XAhkH81ko9S95D9IoSsFJI/EbSsXWBetjzIlDeStnqVWPZTZFNcgCvNjFL4WCeGvXKx/WiSIqCJC/JygpPyZVJmKck/TikH4WvfX/NpykP7x5ytD8lS0uq6t2OE71hi8GwzWizy1rj9fKmoYWk7UWEymNWpuymJ+ymY0Llu7lfOBixLx0H6MWO2u8mzvpFGOtghZUxKwngupELd6IiS5eQ77coKnDnznGEnMrVR90damP4x/oOkzLl8+lDlJR81N1hI+ytDA7fJpZj30F+xB+mX/Mw3WNRpy9939IHIlQ+gfRXvD/XxXx3ojFvGx3dous9H+1Q1YZpljHNc7SUtHwfLaVD+hjDUZLw1eERR4uE7W6HG8MBv7y0zTwvCJTmOEm4P55wtd9biUEAFFVNWdfsTefsTmere/DKsM+VQY/aGMraMM8LFkWB70sC7QQRtHRcpaW4i+Pxvdk66x2B7l6+cDg+mXPn2wN63Zh+L+bJ7pjd/QnzeUaWlgxHbYaDFoN+TKsVUpYVVUNyVlKwWBTkRcXtO/tUdU0YevR7MdNZxtHxnEVSNERpxdqoTasdoLVCSkGSFCRpgdaKwFeMhm02/d4rKVT9KOMdPTtuoaDwZUBHdwhUwKycUulqBY1yvgSOu1Hbmnk1ozA5FoMWPkpoQhXR83pIITkpxpgzFTljayx6xf0QyKYTVjXQO+cAbYVBEDnolPRA6AZuZUHELgFBgw0b8zMJlK4TQomwBX9KNt48FvOM3/ztbX7zN99wdDBjMc/e6edff2+TD356mU/+/DrDtQ5/pLkGVVnz6N4hX376iDtf7fL43hF5XiKA7qDFzrURf/YXt3jv420Ga/LZZANW1aw3U79y4UlJy3Ntcy0lvlKUpmZeFozzlJ4f0vEDWtrHl4pFVbAoC6ZljpKSYRjR0j7jPCOtSzypGAYxnlSshS3aXtBwXgSelHT8gKQqSauk6Zo4fpPXXGg3jtgVcV2+IUH8T/HqMcsKdicz14VRkm4YMIgj1jstjDV4bzD/jY8X/P1/+pJP//Eex4cz0kZm/l3Fex9f4oOfXubn/+rG2ycbUtH3YmIVcC/bx1jD3fk+SshG4hiK2jm1+5FGv4Rb+q7C4LosZw0nnXy4obQ1uXHJ/dJ76Icmy0fK58PuJSLlc5hP+XTygN+P7zGvMoZ+m6HfdoITb7mfy6LmbnbIP48/56SYvPQ9SwPdSIUM/R59v0NLxY3Iy4/j/C3D7WP/ub+vrYOrFlVN2/cZRCG+cl25tKw4WqR8e3xCaWp+ffkSv7y0xU82N1gUJf0o5J8ePebv7j/kcJFQn0s2KqZZzqePdvnbOw9cImLhf/7p+1wZ9ChqQ5IXPDyZsD9bcGtjwEa/RdRIhsumeLJUz3tTtb43cBCvsY0CUG2OsTbDqQddXKlScgOltjG1pShqsqxk4eUUZe3wq43ik1bO6TsIPLrdiCwtSLOSJMlJipokLcjyisUiAyEcHCstmM5SZvMMa0BrxwORUlCVrmsyn+fUtaHdDjHGMp1lRJHvFtpvwnL5geNdTtBKaPpen1jFxDpGC49RsEasY+QZx0hjDaUtV23o2lSUtkAJTSQjul4PXwa0lGUj3KBq2p4d3UWdIf0KOUDq93CJRo01RxhzgpQDhOyDCJquhQahVsmGe01iZY5TotKu02FLsIWDUYkQIYcI4fMyQYI/xbNhakOyyBkfLzg+nDGfvttkoz9sM59nFPn3L7dZGUNR16vF71LaN68qkkbNI/acT0lpDNMsZ5yl9MOI9ZZz3i3rmnGWMcky1lot1lvnK1TGGOazjKP9KV/94RG//6/fsvd4zPHhjKp0yfd0kpAmzjgwywo++fPrRC2XECyf61k153G6B9Yy8HsrvpCvPCJ1itVfVEmj1jLhpHSTshaKtWDERjAi0opr7QGFqd2CyveJtfusvh8SN+aNvtJoIcnqkqyuSKoSiWAz6qySlUEQIQQr6FDb84m0f9oFFYq2F1BHDjY1DGPy2rnH+0qtlK7qBsqyEbUbdat/eePvv6RYmngtK5vrnRajtuPySSFYa7cYtF4PDlHXhsUsY3w85/hgRrJ4t8nG+lbCYp5RFm8/TkTK50Z7g7QuyOqCRZXzxewRu9mYQOlG5ENyrbVB328RfodGdZWpOSpmHOYzdtMTjos5lTGcFHO+me1yVMyZVVnjowKfTR6ihKTvx1yKhqwHXfp+67W7bO8iJIJI+WyEPX7WvwrAV7MnPEqO+XRyH4BrrXV6vru33nRxn9Qp03LBQX7McTEhqy++t5yvice6P2AtGND3e/S9TuNDFTXy6R5KStSqEP7DjzWe1AzPqFZeFKZZRntKrcbOpCx5NJ3yeDolrSr6Ycit0ZAbwwG90InZrLViQq1JioK0PM/HejKd8dnjfQ5mC7pRyMFszv50wTx351cJgZaSvemczx7vM4gjrgx7rAddvKX8fCMsuOwCvkm8QWejxtqcyuxSll9gzAnGpjyvqhz4v0apzZVyUllVzOYZYGm1QjxvSRS3KCXodiLWR21m8xwxTZjNUqazhLq25IXjd/i+R1FULBY502lKmpZ0OiGt2CeK/NXv5/Oc8SQhCn163Yg0KzkZL8jzaqVQ9d9yaKEZ+aNG+tLdVGv++nNwraeqKO6fDt7kFhISKRQt3TpHsna/O0PWVBsoNWQpf1uX32Ari/TeQ+kbnErdno2zbdBTycbzYZptNEuS+Z/iT7GMyhgWRYGSko7vr+7ItCzZXyxoeR6h1qvtHkwmfHN0xHujEcM4oqhrFkXBvfGYb46O+cX21rPJRm0ZH825d3ufz3/7gN//413qqqauT+/ZsqhIFwWzSUIyz7h0bcTWzuBcAWFcTPj9+DMMhlut63Q852HS1W280MNvko1pOefu4j5fz77ly/kdxxOQAT/vf8yv+p/Q9Tqsh+7ZthakcAnNZuxwwJJTWNPS/2UprAE0BmGCQRA5NTTOcN2EQJ8ZO72GgB9pj/WwtZoJngYwuH1xsuSv7Fnwp3jjSIuSo3nCwWzB4SxhvRuz1nb3rVaSn+1svnay8S8pWjrg/c4WWihmVcoXk8d8PnlEWueAIFQeXS+mtDUf9XYY8GaCHq8Spal5mBzz6fg+/3D0DV/PngCssPBVY9b4JD3mi+mjFen6Wmudv1r7gE/61xxM6AdINsAlEB0v4pfDG8Q64CCfcndxwG+Ov6U0NV0vXiUbbxqzcsHDdJfD/IRFlVI/R95WC01LRbzfuc5Pu+9xOd5mIxihGv7UEsZ4dt9/LPEyqJ4Qbk2lG7llgWBRFNw9HvNwMsVYwzAOuT4ccKnbxVOKrKqIPQ8tJVnliktnLUceHk/4j199y1avw4eba5RVzd3DMUWDHPKUovYse9M5v3+0y8fbG/hSsxX2WQ+6589eI1v+Rsf+um+o6wOK8g9U9S7WzqjNsTPwEyFSDrA2xZiJI4jL7oo83u1GXL0ydAtQKaiNxdQWpZ2BVm2clGuvG6G1Io48wN287XaINZaqNhRFhdaK9XXndXH92hp5XhFFHoHv4XkK31f4vl65URvjpEO1kgz6LTqdEKn+1MYXQjzj86Abadtz2y0J3s95/ey/X9xi080ftwCTahOQSLnRyNU+vTS5CG/5Mqz3f9vX9I8hrLXkVU1alDwaT9ifLrBA6Glurg/Z7LapaicDOE1zNwC3YlrB+cpkWdckZcnhIuHBdIKvFFd7PTpBgJaSaZ5zsFhQRxFrrRZKOqyqEJA3Kk7gYEhL+cGsqs7hYZdhrGU6Tth/MmY6XpBnz5IarbUUecnkJHHdo0lKlpb4welYldU5T7J9FnWKsZa2biGEoKVi9vID1oMRm+E603LKnfl9DJafdT90HUdrqE3N57OvudW6Tr/dfVZp7yXn/el4kcTy2c9eNtr1GbLoRS72b+pb8qdYXp/TM/iy8zdoRby3MaIbBnTCgPVOi7VlZ0MKetGrc1d+yLDWUpY1ZW3wPZcET2YpaV7S60TPNc5VQhKrgO1owJ8NbrIV9hkXCbkpsNZVmiPlc729Tnymq7FIcsazlKD0+cvh+42bsuJGewMlJGVZU1Q1npZ42nVHfKX55eA6YPmgc4krrREdL6KuDSfThEmSEngeN9ub1JVhRJfJLKM2hrVhi3bsrkVV1aRZCVii0Gez1eNWe4u1oHNOTGAj6PGXo/dJqgItFddaa/gXiC1IBJ5Q/Kx3hf/b1b/iVmfLdSHOuIBLIeh5Mdda6/z36x/zUXeHDzqXCJS3WrwDaCQdHXG1tc6/Xf+I9zuXaHshl6IBHe/t76V5lbKbHTKt5hfyAiTOwPBm+wo321e41brCtdYOQ69Hx2u9Ncfthw4tJW3fJ9CaoyTlwWSCpyTjLOOL/QP25nPWWy2u9vt0A6cuJ3Dr26J2EuZKPrsGy6qKcZJxY23Iexsjnkxmjb+SG0uEaGCuxs27xrq1uG74Y+/s+F73DVX9hDT7PzBmilLrzsSvuouSay7ZMAvq+j5WrqNFa7U2HA5ier2oEa2y526KU4dhVmpRYejhB5puN1xJ4LptG65B43uxvtZZfd7yI4VwbZ9+v8XWVo/JOGVvf4LWks2NDv1e/M4VFP4UrxsCIddRcsTzOxp/iv8Ww+Jcjo/mC/7r3Uf85v5jsG7x9L/8/CM2Oi2KqmKSZNw/GlPWBm9bPZNsFHXNSZpyd3zC73Z3iT1HuNswhlBrxlnGwWKBFq7YEXgeuhnsz85ZfiMd6Gv93NvSGstsknK4OyVNiucemzGWLC1YzDLms5Q0yVFaniYbJucwP+YgP6IwJbFyzu6B9IlUyAedWwz8HpNyxp3FfT7o3OTfrf8Vta2ZlDO+mX/L78afEauI99rX3/JKvPv401P9dnFWPOBlsdFpMWrFHM6bzkYnZtQ+rd6rfyGdfTceVE4IJg7QWrJ/POd4vODGldFzkw3HJ9Ksh12Gfova3ljJCJ+WskQDyzldVM0WOfceH9PthPyfdj7B951nwRJGmJQF86QgbuT0lZBEQvJXax/w58NbTmpbuKSoLA17hzMOjmfcuDri1tomHwSXOAwWfFsckhcVP9u8xM5mH4A0Lzg4nmMtrA/btKNgVbE/KzF7KRqwHnaXAAN04xfzdCzf96+Gt/hF/zpaSlSzb2fP0zBo0/db3GxvOj6P1I2AzvnzGUjNpXDA+lZn1fF0nc63X5QmdcpedsisTC78vZZOOOHj7i3+7dqvGuhUe8Up+JceSgq6QUCgFXvzOa0jj8jTHCcpn+3vM04zPtpY4/pwQMs/NfatjCErK2pjVqTus/PXMonohAHvbYz47PH+M9+9lCj/Ls/iG8CoSoyZIkSA7/2M2uxRm2OUvkTg/QK8krr+iNocUtcHWDsDLFJKpGyqW5ZzJ2P14D+VlUqcWZ1Vq1qO+/+ZzV7KcVOSVitgNOoA1nluhN5/8xCqF8V373K8vI6K1+dX/Om6fRfhBx6Xr68x/7NrK85GVTk1uKp2P+vGI6devl45P5yqcGIOdf1uCPq1Mdw5OOaLJwekRclWt8PuZMY4ychLZyaplcJYy/3jMdMsZ7vfYavXOfc5y0pRL3Bk6Nj36AUBnSBooD+S2thTGdSVL8RTHbvl6y/YZ2utkwg0Bmte0n2zLjm5qEmnhaalY7TU/LT3IQOvhxCCSTFlLzskq7OV67cj7GliHaOEJFQBj9In5KagauRgnbeAadrqp5Us0/CvlrINBuPkbq3B4BTqBJJQRXiv6FHysqrim1QdjTXMGt390lRNtyci1uFK5/9sFHXJuJxjrKXnt1aqTlmdMy4WSCHoe238p+AoeV2Q1HlT7Q5WC7vSVCuyrif0O62crpSJrKGy5ep6gsBQA6JxrV5KT2akdYKWHi3dQZ0R3oBnz6+SEiWdqZeWklbgv5Ec5tmIYp9rtzYoi4rjgzmLRbYaC9y4sBwjzo4bhuqMuuSrjhPWWtKsZJEWPN6fcHQyZ2erz6AbM54mHJ4s0FqRpiVB4Ex0Ba5Cm+XOFyYMHXa/qmq0VnTbIdZapnOnEqe1pKoNWV45SX0hOJokHJ04uLUSklbkEwQeqlG83Duc8nhvwtZ6l8tbfcLAIwy8c8pl1lrKynFND47nPN6bsDZos97v0PZCbAz7eo4oC2IVECufsjKkeUmxMK7AgIePJi9cB3e2yFyXM/JXHcS8qEiyAqWk8w2LfFqRv1L7W94TvvKeueeXIYRAIVACvBfMx8vPkha0UZjaYGo3jlTSwTCrsuHGhQ0HLi+RUuL52hWI5fO7D2mdcZSPWdQpF6Eo1vwBV+JtrkRbjPy+U556Rwpizlg4d1xQgmZt8v1G7Hm8vzYiLUuezOb8/cNH3BuPyauaw0XCMI74cH2dW8MhkXfqD5dVFfuLBUlZ0g58l4icOcdL2Ksb9+1T59YyzwtOkrRRrTufiL7LeEOCeI6SmwTBn1NVDyirO3j6OmHwFwjRBkqS7H+nKL/AmNkzn/H0s
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