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Unemployment 2020
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" <script type=\"text/javascript\">\n",
" window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
" if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
" if (typeof require !== 'undefined') {\n",
" require.undef(\"plotly\");\n",
" requirejs.config({\n",
" paths: {\n",
" 'plotly': ['https://cdn.plot.ly/plotly-latest.min']\n",
" }\n",
" });\n",
" require(['plotly'], function(Plotly) {\n",
" window._Plotly = Plotly;\n",
" });\n",
" }\n",
" </script>\n",
" "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"import plotly.offline as py\n",
"py.init_notebook_mode(connected=True)\n",
"import plotly.graph_objs as go\n",
"import plotly.tools as tls\n",
"import seaborn as sns\n",
"import warnings\n",
"warnings.filterwarnings('ignore')\n",
"\n",
"%matplotlib inline"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"df = pd.read_csv('unemp.csv')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"df.columns = df.iloc[3].values"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"df = df.drop([0,1,2,3])"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"df = df.drop(['Indicator Name', 'Indicator Code', 'Country Code'], axis = 1)"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Country Name Angola\n",
"1991.0 3.708\n",
"1992.0 3.74\n",
"1993.0 3.804\n",
"1994.0 3.816\n",
"1995.0 3.819\n",
"1996.0 3.829\n",
"1997.0 3.821\n",
"1998.0 3.818\n",
"1999.0 3.85\n",
"2000.0 3.837\n",
"2001.0 3.835\n",
"2002.0 3.871\n",
"2003.0 3.875\n",
"2004.0 3.842\n",
"2005.0 3.8\n",
"2006.0 3.712\n",
"2007.0 3.637\n",
"2008.0 3.612\n",
"2009.0 3.782\n",
"2010.0 9.43\n",
"2011.0 7.362\n",
"2012.0 7.379\n",
"2013.0 7.4\n",
"2014.0 7.331\n",
"2015.0 7.282\n",
"2016.0 7.223\n",
"2017.0 7.119\n",
"2018.0 7.019\n",
"2019.0 6.886\n",
"Name: 6, dtype: object"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.loc[6]"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
"years = df.columns[1:]"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"years = years.to_list()\n",
"years = map(int, years)\n",
"years = [int(x) for x in years]"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"columns =['Country']\n",
"for i in years:\n",
" columns.append(str(i))"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"df.columns = columns"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
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"\n",
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" 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>Country</th>\n",
" <th>1991</th>\n",
" <th>1992</th>\n",
" <th>1993</th>\n",
" <th>1994</th>\n",
" <th>1995</th>\n",
" <th>1996</th>\n",
" <th>1997</th>\n",
" <th>1998</th>\n",
" <th>1999</th>\n",
" <th>...</th>\n",
" <th>2010</th>\n",
" <th>2011</th>\n",
" <th>2012</th>\n",
" <th>2013</th>\n",
" <th>2014</th>\n",
" <th>2015</th>\n",
" <th>2016</th>\n",
" <th>2017</th>\n",
" <th>2018</th>\n",
" <th>2019</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>Aruba</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>Afghanistan</td>\n",
" <td>11.218000</td>\n",
" <td>11.293000</td>\n",
" <td>11.442000</td>\n",
" <td>11.470000</td>\n",
" <td>11.477000</td>\n",
" <td>11.499000</td>\n",
" <td>11.480</td>\n",
" <td>11.472000</td>\n",
" <td>11.547000</td>\n",
" <td>...</td>\n",
" <td>11.484000</td>\n",
" <td>11.488</td>\n",
" <td>11.508</td>\n",
" <td>11.534</td>\n",
" <td>11.448000</td>\n",
" <td>11.387</td>\n",
" <td>11.313000</td>\n",
" <td>11.184000</td>\n",
" <td>11.057</td>\n",
" <td>11.118</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>Angola</td>\n",
" <td>3.708000</td>\n",
" <td>3.740000</td>\n",
" <td>3.804000</td>\n",
" <td>3.816000</td>\n",
" <td>3.819000</td>\n",
" <td>3.829000</td>\n",
" <td>3.821</td>\n",
" <td>3.818000</td>\n",
" <td>3.850000</td>\n",
" <td>...</td>\n",
" <td>9.430000</td>\n",
" <td>7.362</td>\n",
" <td>7.379</td>\n",
" <td>7.400</td>\n",
" <td>7.331000</td>\n",
" <td>7.282</td>\n",
" <td>7.223000</td>\n",
" <td>7.119000</td>\n",
" <td>7.019</td>\n",
" <td>6.886</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>Albania</td>\n",
" <td>16.190001</td>\n",
" <td>16.285999</td>\n",
" <td>16.478001</td>\n",
" <td>16.511999</td>\n",
" <td>16.521999</td>\n",
" <td>16.549999</td>\n",
" <td>16.525</td>\n",
" <td>16.516001</td>\n",
" <td>16.611000</td>\n",
" <td>...</td>\n",
" <td>14.086000</td>\n",
" <td>13.481</td>\n",
" <td>13.376</td>\n",
" <td>15.866</td>\n",
" <td>17.490000</td>\n",
" <td>17.080</td>\n",
" <td>15.220000</td>\n",
" <td>13.750000</td>\n",
" <td>12.340</td>\n",
" <td>12.331</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>Andorra</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>263</th>\n",
" <td>Kosovo</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>264</th>\n",
" <td>Yemen, Rep.</td>\n",
" <td>8.161000</td>\n",
" <td>8.215000</td>\n",
" <td>8.320000</td>\n",
" <td>8.340000</td>\n",
" <td>8.917000</td>\n",
" <td>9.525000</td>\n",
" <td>10.119</td>\n",
" <td>10.741000</td>\n",
" <td>11.460000</td>\n",
" <td>...</td>\n",
" <td>12.932000</td>\n",
" <td>13.080</td>\n",
" <td>13.248</td>\n",
" <td>13.424</td>\n",
" <td>13.467000</td>\n",
" <td>13.395</td>\n",
" <td>13.307000</td>\n",
" <td>13.152000</td>\n",
" <td>13.002</td>\n",
" <td>12.910</td>\n",
" </tr>\n",
" <tr>\n",
" <th>265</th>\n",
" <td>South Africa</td>\n",
" <td>29.732000</td>\n",
" <td>29.855000</td>\n",
" <td>30.097000</td>\n",
" <td>30.143000</td>\n",
" <td>30.157000</td>\n",
" <td>30.194000</td>\n",
" <td>30.164</td>\n",
" <td>30.153999</td>\n",
" <td>30.275999</td>\n",
" <td>...</td>\n",
" <td>24.693001</td>\n",
" <td>24.653</td>\n",
" <td>24.732</td>\n",
" <td>24.569</td>\n",
" <td>24.898001</td>\n",
" <td>25.156</td>\n",
" <td>26.551001</td>\n",
" <td>27.070999</td>\n",
" <td>26.920</td>\n",
" <td>28.181</td>\n",
" </tr>\n",
" <tr>\n",
" <th>266</th>\n",
" <td>Zambia</td>\n",
" <td>18.900000</td>\n",
" <td>19.243999</td>\n",
" <td>19.700001</td>\n",
" <td>18.186001</td>\n",
" <td>16.702999</td>\n",
" <td>15.300000</td>\n",
" <td>13.593</td>\n",
" <td>12.000000</td>\n",
" <td>12.510000</td>\n",
" <td>...</td>\n",
" <td>13.190000</td>\n",
" <td>10.343</td>\n",
" <td>7.850</td>\n",
" <td>8.618</td>\n",
" <td>9.340000</td>\n",
" <td>10.105</td>\n",
" <td>10.882000</td>\n",
" <td>11.626000</td>\n",
" <td>11.500</td>\n",
" <td>11.425</td>\n",
" </tr>\n",
" <tr>\n",
" <th>267</th>\n",
" <td>Zimbabwe</td>\n",
" <td>4.810000</td>\n",
" <td>4.855000</td>\n",
" <td>4.943000</td>\n",
" <td>4.960000</td>\n",
" <td>5.583000</td>\n",
" <td>6.254000</td>\n",
" <td>6.930</td>\n",
" <td>6.426000</td>\n",
" <td>6.000000</td>\n",
" <td>...</td>\n",
" <td>5.217000</td>\n",
" <td>5.368</td>\n",
" <td>5.381</td>\n",
" <td>5.399</td>\n",
" <td>5.342000</td>\n",
" <td>5.302</td>\n",
" <td>5.253000</td>\n",
" <td>5.168000</td>\n",
" <td>5.087</td>\n",
" <td>4.954</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>264 rows × 30 columns</p>\n",
"</div>"
],
"text/plain": [
" Country 1991 1992 1993 1994 1995 \\\n",
"4 Aruba NaN NaN NaN NaN NaN \n",
"5 Afghanistan 11.218000 11.293000 11.442000 11.470000 11.477000 \n",
"6 Angola 3.708000 3.740000 3.804000 3.816000 3.819000 \n",
"7 Albania 16.190001 16.285999 16.478001 16.511999 16.521999 \n",
"8 Andorra NaN NaN NaN NaN NaN \n",
".. ... ... ... ... ... ... \n",
"263 Kosovo NaN NaN NaN NaN NaN \n",
"264 Yemen, Rep. 8.161000 8.215000 8.320000 8.340000 8.917000 \n",
"265 South Africa 29.732000 29.855000 30.097000 30.143000 30.157000 \n",
"266 Zambia 18.900000 19.243999 19.700001 18.186001 16.702999 \n",
"267 Zimbabwe 4.810000 4.855000 4.943000 4.960000 5.583000 \n",
"\n",
" 1996 1997 1998 1999 ... 2010 2011 2012 \\\n",
"4 NaN NaN NaN NaN ... NaN NaN NaN \n",
"5 11.499000 11.480 11.472000 11.547000 ... 11.484000 11.488 11.508 \n",
"6 3.829000 3.821 3.818000 3.850000 ... 9.430000 7.362 7.379 \n",
"7 16.549999 16.525 16.516001 16.611000 ... 14.086000 13.481 13.376 \n",
"8 NaN NaN NaN NaN ... NaN NaN NaN \n",
".. ... ... ... ... ... ... ... ... \n",
"263 NaN NaN NaN NaN ... NaN NaN NaN \n",
"264 9.525000 10.119 10.741000 11.460000 ... 12.932000 13.080 13.248 \n",
"265 30.194000 30.164 30.153999 30.275999 ... 24.693001 24.653 24.732 \n",
"266 15.300000 13.593 12.000000 12.510000 ... 13.190000 10.343 7.850 \n",
"267 6.254000 6.930 6.426000 6.000000 ... 5.217000 5.368 5.381 \n",
"\n",
" 2013 2014 2015 2016 2017 2018 2019 \n",
"4 NaN NaN NaN NaN NaN NaN NaN \n",
"5 11.534 11.448000 11.387 11.313000 11.184000 11.057 11.118 \n",
"6 7.400 7.331000 7.282 7.223000 7.119000 7.019 6.886 \n",
"7 15.866 17.490000 17.080 15.220000 13.750000 12.340 12.331 \n",
"8 NaN NaN NaN NaN NaN NaN NaN \n",
".. ... ... ... ... ... ... ... \n",
"263 NaN NaN NaN NaN NaN NaN NaN \n",
"264 13.424 13.467000 13.395 13.307000 13.152000 13.002 12.910 \n",
"265 24.569 24.898001 25.156 26.551001 27.070999 26.920 28.181 \n",
"266 8.618 9.340000 10.105 10.882000 11.626000 11.500 11.425 \n",
"267 5.399 5.342000 5.302 5.253000 5.168000 5.087 4.954 \n",
"\n",
"[264 rows x 30 columns]"
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"non_country_list=['Arab World','Central Europe and the Baltics','Caribbean small states','East Asia & Pacific (excluding high income)',\n",
" 'Early-demographic dividend', 'East Asia & Pacific','Europe & Central Asia (excluding high income)',\n",
" 'Europe & Central Asia','Euro area','European Union','Fragile and conflict affected situations','High income',\n",
" 'Heavily indebted poor countries (HIPC)','IBRD only', 'IDA & IBRD total', 'IDA total','IDA blend','IDA only',\n",
" 'Latin America & Caribbean (excluding high income)','Latin America & Caribbean','Least developed countries: UN classification', \n",
" 'Low income','Lower middle income', 'Low & middle income','Late-demographic dividend','Middle East & North Africa',\n",
" 'Middle income','Middle East & North Africa (excluding high income)','North America','OECD members','Other small states',\n",
" 'Pre-demographic dividend','Post-demographic dividend','South Asia','Sub-Saharan Africa (excluding high income)',\n",
" 'Sub-Saharan Africa','Small states','East Asia & Pacific (IDA & IBRD countries)',\n",
" 'Europe & Central Asia (IDA & IBRD countries)','Latin America & the Caribbean (IDA & IBRD countries)',\n",
" 'Middle East & North Africa (IDA & IBRD countries)','South Asia (IDA & IBRD)',\n",
" 'Sub-Saharan Africa (IDA & IBRD countries)','Upper middle income','World']"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [],
"source": [
"df_non_country=df[df['Country'].isin(non_country_list)]"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [
{
"data": {
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Country</th>\n",
" <th>1991</th>\n",
" <th>1992</th>\n",
" <th>1993</th>\n",
" <th>1994</th>\n",
" <th>1995</th>\n",
" <th>1996</th>\n",
" <th>1997</th>\n",
" <th>1998</th>\n",
" <th>1999</th>\n",
" <th>...</th>\n",
" <th>2010</th>\n",
" <th>2011</th>\n",
" <th>2012</th>\n",
" <th>2013</th>\n",
" <th>2014</th>\n",
" <th>2015</th>\n",
" <th>2016</th>\n",
" <th>2017</th>\n",
" <th>2018</th>\n",
" <th>2019</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>Arab World</td>\n",
" <td>11.448873</td>\n",
" <td>11.950842</td>\n",
" <td>12.757835</td>\n",
" <td>12.891821</td>\n",
" <td>13.174894</td>\n",
" <td>12.338868</td>\n",
" <td>11.827323</td>\n",
" <td>11.860329</td>\n",
" <td>11.992819</td>\n",
" <td>...</td>\n",
" <td>9.248135</td>\n",
" <td>10.284689</td>\n",
" <td>10.490773</td>\n",
" <td>10.574131</td>\n",
" <td>10.654627</td>\n",
" <td>10.675320</td>\n",
" <td>10.450945</td>\n",
" <td>10.641313</td>\n",
" <td>10.563344</td>\n",
" <td>10.336946</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>Central Europe and the Baltics</td>\n",
" <td>9.162689</td>\n",
" <td>9.937525</td>\n",
" <td>11.203179</td>\n",
" <td>11.318908</td>\n",
" <td>10.906439</td>\n",
" <td>10.152533</td>\n",
" <td>9.163751</td>\n",
" <td>8.950734</td>\n",
" <td>10.384129</td>\n",
" <td>...</td>\n",
" <td>9.899989</td>\n",
" <td>9.789358</td>\n",
" <td>9.977712</td>\n",
" <td>10.044673</td>\n",
" <td>8.949807</td>\n",
" <td>7.814781</td>\n",
" <td>6.487662</td>\n",
" <td>5.293338</td>\n",
" <td>4.312452</td>\n",
" <td>3.870378</td>\n",
" </tr>\n",
" <tr>\n",
" <th>51</th>\n",
" <td>Caribbean small states</td>\n",
" <td>12.971595</td>\n",
" <td>13.308177</td>\n",
" <td>13.540829</td>\n",
" <td>12.897032</td>\n",
" <td>12.688575</td>\n",
" <td>12.476899</td>\n",
" <td>12.523543</td>\n",
" <td>11.925422</td>\n",
" <td>11.997197</td>\n",
" <td>...</td>\n",
" <td>10.268975</td>\n",
" <td>10.414087</td>\n",
" <td>11.010115</td>\n",
" <td>11.543123</td>\n",
" <td>10.765926</td>\n",
" <td>10.563974</td>\n",
" <td>10.483436</td>\n",
" <td>9.553456</td>\n",
" <td>8.372812</td>\n",
" <td>8.011520</td>\n",
" </tr>\n",
" <tr>\n",
" <th>63</th>\n",
" <td>East Asia &amp; Pacific (excluding high income)</td>\n",
" <td>2.383394</td>\n",
" <td>2.357266</td>\n",
" <td>2.646252</td>\n",
" <td>2.833383</td>\n",
" <td>2.940189</td>\n",
" <td>3.061878</td>\n",
" <td>3.206330</td>\n",
" <td>3.363646</td>\n",
" <td>3.448229</td>\n",
" <td>...</td>\n",
" <td>4.146545</td>\n",
" <td>4.139006</td>\n",
" <td>4.062794</td>\n",
" <td>4.074268</td>\n",
" <td>4.054118</td>\n",
" <td>4.110510</td>\n",
" <td>4.024463</td>\n",
" <td>3.950132</td>\n",
" <td>3.852769</td>\n",
" <td>3.895681</td>\n",
" </tr>\n",
" <tr>\n",
" <th>64</th>\n",
" <td>Early-demographic dividend</td>\n",
" <td>5.270958</td>\n",
" <td>5.358459</td>\n",
" <td>5.636666</td>\n",
" <td>5.816564</td>\n",
" <td>6.149794</td>\n",
" <td>6.068321</td>\n",
" <td>5.986054</td>\n",
" <td>6.064790</td>\n",
" <td>6.271396</td>\n",
" <td>...</td>\n",
" <td>5.720652</td>\n",
" <td>5.666641</td>\n",
" <td>5.644584</td>\n",
" <td>5.719129</td>\n",
" <td>5.640219</td>\n",
" <td>5.777376</td>\n",
" <td>5.780986</td>\n",
" <td>5.709709</td>\n",
" <td>5.689870</td>\n",
" <td>5.816614</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>5 rows × 30 columns</p>\n",
"</div>"
],
"text/plain": [
" Country 1991 1992 \\\n",
"9 Arab World 11.448873 11.950842 \n",
"38 Central Europe and the Baltics 9.162689 9.937525 \n",
"51 Caribbean small states 12.971595 13.308177 \n",
"63 East Asia & Pacific (excluding high income) 2.383394 2.357266 \n",
"64 Early-demographic dividend 5.270958 5.358459 \n",
"\n",
" 1993 1994 1995 1996 1997 1998 \\\n",
"9 12.757835 12.891821 13.174894 12.338868 11.827323 11.860329 \n",
"38 11.203179 11.318908 10.906439 10.152533 9.163751 8.950734 \n",
"51 13.540829 12.897032 12.688575 12.476899 12.523543 11.925422 \n",
"63 2.646252 2.833383 2.940189 3.061878 3.206330 3.363646 \n",
"64 5.636666 5.816564 6.149794 6.068321 5.986054 6.064790 \n",
"\n",
" 1999 ... 2010 2011 2012 2013 2014 \\\n",
"9 11.992819 ... 9.248135 10.284689 10.490773 10.574131 10.654627 \n",
"38 10.384129 ... 9.899989 9.789358 9.977712 10.044673 8.949807 \n",
"51 11.997197 ... 10.268975 10.414087 11.010115 11.543123 10.765926 \n",
"63 3.448229 ... 4.146545 4.139006 4.062794 4.074268 4.054118 \n",
"64 6.271396 ... 5.720652 5.666641 5.644584 5.719129 5.640219 \n",
"\n",
" 2015 2016 2017 2018 2019 \n",
"9 10.675320 10.450945 10.641313 10.563344 10.336946 \n",
"38 7.814781 6.487662 5.293338 4.312452 3.870378 \n",
"51 10.563974 10.483436 9.553456 8.372812 8.011520 \n",
"63 4.110510 4.024463 3.950132 3.852769 3.895681 \n",
"64 5.777376 5.780986 5.709709 5.689870 5.816614 \n",
"\n",
"[5 rows x 30 columns]"
]
},
"execution_count": 31,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_non_country.head()"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [],
"source": [
"index=df_non_country.index\n",
"df_country=df.drop(index)"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"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>Country</th>\n",
" <th>1991</th>\n",
" <th>1992</th>\n",
" <th>1993</th>\n",
" <th>1994</th>\n",
" <th>1995</th>\n",
" <th>1996</th>\n",
" <th>1997</th>\n",
" <th>1998</th>\n",
" <th>1999</th>\n",
" <th>...</th>\n",
" <th>2010</th>\n",
" <th>2011</th>\n",
" <th>2012</th>\n",
" <th>2013</th>\n",
" <th>2014</th>\n",
" <th>2015</th>\n",
" <th>2016</th>\n",
" <th>2017</th>\n",
" <th>2018</th>\n",
" <th>2019</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>Aruba</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>Afghanistan</td>\n",
" <td>11.218000</td>\n",
" <td>11.293000</td>\n",
" <td>11.442000</td>\n",
" <td>11.470000</td>\n",
" <td>11.477000</td>\n",
" <td>11.499000</td>\n",
" <td>11.480</td>\n",
" <td>11.472000</td>\n",
" <td>11.547</td>\n",
" <td>...</td>\n",
" <td>11.484</td>\n",
" <td>11.488</td>\n",
" <td>11.508</td>\n",
" <td>11.534</td>\n",
" <td>11.448</td>\n",
" <td>11.387</td>\n",
" <td>11.313</td>\n",
" <td>11.184</td>\n",
" <td>11.057</td>\n",
" <td>11.118</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>Angola</td>\n",
" <td>3.708000</td>\n",
" <td>3.740000</td>\n",
" <td>3.804000</td>\n",
" <td>3.816000</td>\n",
" <td>3.819000</td>\n",
" <td>3.829000</td>\n",
" <td>3.821</td>\n",
" <td>3.818000</td>\n",
" <td>3.850</td>\n",
" <td>...</td>\n",
" <td>9.430</td>\n",
" <td>7.362</td>\n",
" <td>7.379</td>\n",
" <td>7.400</td>\n",
" <td>7.331</td>\n",
" <td>7.282</td>\n",
" <td>7.223</td>\n",
" <td>7.119</td>\n",
" <td>7.019</td>\n",
" <td>6.886</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>Albania</td>\n",
" <td>16.190001</td>\n",
" <td>16.285999</td>\n",
" <td>16.478001</td>\n",
" <td>16.511999</td>\n",
" <td>16.521999</td>\n",
" <td>16.549999</td>\n",
" <td>16.525</td>\n",
" <td>16.516001</td>\n",
" <td>16.611</td>\n",
" <td>...</td>\n",
" <td>14.086</td>\n",
" <td>13.481</td>\n",
" <td>13.376</td>\n",
" <td>15.866</td>\n",
" <td>17.490</td>\n",
" <td>17.080</td>\n",
" <td>15.220</td>\n",
" <td>13.750</td>\n",
" <td>12.340</td>\n",
" <td>12.331</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>Andorra</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>5 rows × 30 columns</p>\n",
"</div>"
],
"text/plain": [
" Country 1991 1992 1993 1994 1995 \\\n",
"4 Aruba NaN NaN NaN NaN NaN \n",
"5 Afghanistan 11.218000 11.293000 11.442000 11.470000 11.477000 \n",
"6 Angola 3.708000 3.740000 3.804000 3.816000 3.819000 \n",
"7 Albania 16.190001 16.285999 16.478001 16.511999 16.521999 \n",
"8 Andorra NaN NaN NaN NaN NaN \n",
"\n",
" 1996 1997 1998 1999 ... 2010 2011 2012 2013 \\\n",
"4 NaN NaN NaN NaN ... NaN NaN NaN NaN \n",
"5 11.499000 11.480 11.472000 11.547 ... 11.484 11.488 11.508 11.534 \n",
"6 3.829000 3.821 3.818000 3.850 ... 9.430 7.362 7.379 7.400 \n",
"7 16.549999 16.525 16.516001 16.611 ... 14.086 13.481 13.376 15.866 \n",
"8 NaN NaN NaN NaN ... NaN NaN NaN NaN \n",
"\n",
" 2014 2015 2016 2017 2018 2019 \n",
"4 NaN NaN NaN NaN NaN NaN \n",
"5 11.448 11.387 11.313 11.184 11.057 11.118 \n",
"6 7.331 7.282 7.223 7.119 7.019 6.886 \n",
"7 17.490 17.080 15.220 13.750 12.340 12.331 \n",
"8 NaN NaN NaN NaN NaN NaN \n",
"\n",
"[5 rows x 30 columns]"
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_country.head()"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [],
"source": [
"df_country = df_country.set_index(['Country'])"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
"df_country = df_country.dropna(thresh = 10)"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1991 3.708\n",
"1992 3.740\n",
"1993 3.804\n",
"1994 3.816\n",
"1995 3.819\n",
"1996 3.829\n",
"1997 3.821\n",
"1998 3.818\n",
"1999 3.850\n",
"2000 3.837\n",
"2001 3.835\n",
"2002 3.871\n",
"2003 3.875\n",
"2004 3.842\n",
"2005 3.800\n",
"2006 3.712\n",
"2007 3.637\n",
"2008 3.612\n",
"2009 3.782\n",
"2010 9.430\n",
"2011 7.362\n",
"2012 7.379\n",
"2013 7.400\n",
"2014 7.331\n",
"2015 7.282\n",
"2016 7.223\n",
"2017 7.119\n",
"2018 7.019\n",
"2019 6.886\n",
"Name: Angola, dtype: float64"
]
},
"execution_count": 37,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_country.loc['Angola']"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.axes._subplots.AxesSubplot at 0x1df5c98cac0>"
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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unvqewAsppeHAK8DDOefH1k+xAoHAhsbmTl6BVWOtST3nPCXn/I92/EPO+ZL1WbC1xeagqJtTGTeHsgYCgYJIadzACFLsHnij7RDttvGxKpmvTTts6W0XpL4FYktX+i0ZG7vtQ9c2PoLUawBbwgRwdy7b5o6QrVArcghSDwQCgRpCkHoXUSu9+MZCyCuwpWJT6/4WTeqbWviBQHdH2Mjmhy2a1DcEIhVwzdiSZLO+67ohs3i2pHapZQSpBwLdDOuDXIOgt1wEqXdzhHEGAoE3giD1QCCwXhAOSPdAkHqgW2NjEEWQUaCWEKQeCAS6jC2tA9wc6xukHggEAjWEbkHq3bE37I5l6q4IWdUeok03X3QLUl9bhOIFYNPpQehfoDtisyb1QNcRBCSEHNaMkNHmjSD1boowrEBgw2Fd7WtTX/96CFIPBAJbDNYnmXZXxytIPRAIBGoIQerdCN215w9sGER7BzYENitSDyMIBNYOYTtbDjYrUg8EAoHA6yNIPRAIBGoIQeqBQGCjIcJAGx5B6oFAIFBDqFlSD48gEAi8HmqVI2qW1AMBWLXh1qox1wqifdYNQeqBwGaOIMFAFetE6imlj6eUxqeUJqWULlhfhQoEAoHA2mGtST2l1BO4DvgE8A7giymld6yvggUCgUDgjWNdPPV3AZNyzlNyzq3AncCn10+xAoHA5owICW06pJzz2l2Y0ueAj+ecv2afvwwck3P+1krnnQWcZR/fDjQA84Hd7Dt/v7rX1ztnc79+cyhj1DFkFHXc9DLaLue8O11BznmtDuAU4A+Vz18Gru3CdYP9tfp+da9r+9vmcP3mUMaoY8go6tg9ZNTVY13CLzOAt1Q+7wvMWof7BQKBQGAdsS6kPgg4KKV0QEppK+ALwAPrp1iBQCAQWBv0WtsLc87tKaVvAY8DPYGbc86ju3DpjSu9ruq7N3LO5n795lDGdb1+cyjjpr5+cyjjul6/OZRxU1//eud0CWs9URoIBAKB7odYURoIBAI1hCD1QCAQqCEEqXcjpJS2Syn1qHzukVLadlOWaXNCyG/9IqW0VUrpMDt6b8Tnbrc+zlnNdTuklLbvwnle93e+kbqbzu24NmVbX9gkMXVrkOacc2dK6WDgEODRnHPbG7jHnsDR9vGVnPNc+35b4DxgP+Bq4ENAX+BVO/dB4C055xGVex0AfNvO88njQ4B35ZwX2Tk7o1WzpwBLgD8A/wRckHN+IqW0P3BQzvmplNI2QK+c8xK79ic555/Y+wR8EzgNWADsBGxl99wW+BywS855hCnfEznnY1NKZwN/zDkvsi0a7gCeyTlfv5Jcjsw5D+2iDHsCJ65Ub3LOV1m73ADsmXM+LKX0SeBS5Aj0qZz71pXueRjaNqJ6zv/ab58EHsk5d3alfCvdE+CzwKnAXsCOQLLvZwAZmAt8OOe81K7bHngCraFYDOyXcx5q2VrnAaflnA9NKR0E/MLKvS3Q2+79BSv/c5Wy9AHOBP6hUscE9M45//tK5d4ZOGglWTy30jlbAQfbx/FrsoGU0u7AD/h7GX9opfPqgMbV3Sfn/M7XecYewAeAq5BsW1H68uk55+dSStfnnP8jpXQ58Fukvw8D+wADgcn2jDNMx/YEtkNtdzDQXinHGSmlc4BbgMPsPjsBHwfmAN+wZ+0OfB04Bng/aqPFds9/s3N2Bu7MOX/M6nEAUJ9zbkkpfR64GHgT0GmyGQa8Fdge2AbYGrgV2eL37P77WXkftWe+VpU72irlJ8CXgA5gCFosdC/wG7TK/gtIP2cCtwGP5ZwXVORd1b/V2lZXsdFI3Rrlh8BHUMM2IGPYHngWKc6lqJGOA3ax35YAC4G77FbvQPvN7Gm/gQRxPlLEj6BG2AloQ423CyLQl4H3IAKbCYwH9gAOBy4DdkfK+yJwCcq7f1OlGm8CvmVlOBaYAHwYGG733Qp4CRFOC/Bv9uwLkTIm1Lh7I8VqAP4T+D9gmpWll51zc8757JTSq8B/Ab/IOR9hsjwRuNnucQNAzvl/jPx+jTKSTkEKuQ0iqnZgmdVjMHCg/d5qz97BntsTEfceJr+tkHJvb/fotO+3RYr4NOqItkMd6E72fr49uxMZQ4vdozfqWI+y3/tQyHkZMoxt7bvp9v2BlXJNAg6wOpxuz/tX1DGdhIyuJzDK2utwYFerg7fJHcDOwFCr09HAcmTUHVam16ydFiNdWYT07b1WhkOAJqSHy5GevQd4M3IgvghcaXVcinRijh2HmnzmIV0aaeXZz56zDGi2OjVb2ySg3uryMNL1nkAd8KQ9a09kGzOBbwDvtOufRfoMIp9lOef/AUgpnWbfH2TyOt3az9tkLiLq7YB/RsT4fXv2LiavTpNdRp3AOGQbe1jbtNj1HUi/RyAyXYI6gGOB50wudchZmpJzPjylNAp15gOsPDuZjN5k8jgD6fx77f3PkZ2/y2TvHYjbVUZ6VCW+FmQD+6P23t1+T3b9i0i3l6E2vxbxwDZIpxOy5etNvjvb9/6sxsp7t7MOu9dfEPFfihzLZuB+k8mknPPXjfTfnnN+iK7gjaxUWpsDGdpERASuANkasdEq0VL53o8Ou6bTBLvcXtsQEU1CefGvUDy1Jnv1ey23+2Sk8LPtN/+uwV7bkSEsB+6xc1qtbE32uVq+5fb7ZLvXa6iDaLO6zLfXkUhxz7TPX7fPTchLaEaeZKt95wbRWKlvB4VMl9i5QyqymI2M7jHUCfm5Xl6vb6fdc3lFph3ARcCfrSztdp9OpMDzTEb3W53G23l/QobVbPertlu9vV6GCKzJjrlW5+FWZq9XKyK9mSb7RvtufkUufp632QJggOnXS/asAXbNfJPHgkr7t9t555nM5tkxhqILftxm5Z5s8p5n17ueVOXabs9qrJyTra0bKYa7yMrTBNxkv19pZR2COsZWoL9dP8HKXg+MRp3bqJXK2Wn3fc7aynUyr+I8L3urlcmPlc+t6ovfc4TJbr59d5Ed8+yz2+bv7XUM6rjnWp2nItJ1e/bnNNnvc+y6hXa/UyvlG7SSXJ0XfmJ1b0JkPBx50tOt/AOBKXa/ayvl/6i1y00m22Y0OmgwXWpGHXqzHYcAiyq/vULhsSfs9TAr4wtIj90emq0d2xFPtQCfsvr+zNptEcWOm+36dyMddxvusDK/ujFWlHYVl1tlRtgxyir4A9R7jzEhjEMCaUANAnAk8jKeyzlvjYQ0Ag1TD8w5fwp5Cx8FWnLO29m9jkQN+ordvxn1krujDmaEnb+rlWW8HVcgj7oV9bqdSPHOQb3xcOQhtlhZRlM8qOXIeznWvuuFOpJOKwdoaNdq7zNqzAPtnF6I1LenEMYc4CnUaTSZ7Jwk25DSv4BGPu9DXsAkRJ57A5055x5IecaYDF+2cxYgRR+AlHcC0Jpz/rjVZam1xdY5508j73mK1d1HI96ZtiBPpj3nvLfJ+zikkIuQsc3IOf8TUtAGq1untcts+74v0oNXrJz7I49smb1fbt/3Ad6VUppl8rsLeUefMBkcRiGXdjsOsu+945+P9HK51WeG1WOQ1W1fq+9Mk8XRJvOlJqsONEI5yuo4z+qx2Mq/HRoxTUTE9nZgm5yzd/CnWN3fiTr/ZCGUjHTR9WM08s4/Y98NtLJONbm+D6EXIppORLDXWl1GI4KdYfeba/c5DHUoB6GRxTDkJQ9AOrrQ6upzEtsjb/xI4HZEptfavXojT3krpEv9rMydyD4/iGynxeR/BurAXTf+hGynw8rXjjrV/U2Wy9FotsFk/4S187+hkM9OyG73RDp4jMm7BY1iMvA8GoX0QKONbZDOJaCPhYk6c84tSH97oTBfn5TSM5W2eg3Zzx1Aj5zzKGv3o63dtqKMeLdHevhZoCPn/AAwM+f8I6Sve9k1y4FzrTx3mdxbTWZfMzn7yGnN2Aie+ov2+rI10OPIWLwXnmJCvAYZ71LUi3UgD7IRGco1SEFHmGBnAGdb4z9ln32oM5EyJG6ww3tf71gWAv9OGSm0mxAX2rP7o2FXI/JUO62hjkTGMBAYa2W+3MrRiYytBYVHRiJDWm7fLbJGbEGKUG/Pmm3leBgpxyykjA8jL2ccpUPoREO2KcirfBoR5BQr+1yTdQ+r07fsdUZFLt4puNeRK6+NiPDn2vtORFgtyIt43ton2+dmijezHPg8Mnj3au+0cs1EQ+MlFC9wsJXlBop302zlqkOd1bNWNu9k3YtbjvSi09qt0crwPDL8v9pvC02WLagDnIF0cAHyOJcBJwDPWNkepozSFgKPIJ10R2Ee0t1lFIL8JtLJflbeaRQdGm+yqLfyPGBynYTCP50ojNVi7epEPp/SiXRSdPDb9vxRiIg7UXiuBYVkllkdZ1JsoQ3p1HKks615xb1FRli5J1Xq3WjPbrN2+r7J9VZkT0tN/gutLL81GbTbd/Umy6VIP++z3wbbb20o5lwH/I/J9VdWzzZrn0YUxlpmbVMdIfn7hXaOO1n1iERPt/tUz+20Mi9m1aMUn5eZb89z+2y1z78EjjdZz6WEShbbOSModv2ElX+G1a8fsssGFAqbiOLxPlL9Y+U5DYhPhlr7DEHzhl3i3A0eU08pXY16pGmo156Edm3cBxHP9+x4GfW2OyNjONF+b7MKJnv9F7u1FzwhZf0ZItQzUI+6EHkdTyPPbgDy6M9FwuthZfD7jKSQ4nsQKfdAMe95qAfexsq/D2rQ7ZEncxPwFeTh9aZ4mX+xa/4RdUo3ICP/g927p5VlppX9DrvfZOBtKO7YavXDyrA1UoJeVq8OSs/+NPI+m5ByNFvZD7f3S6xeRyFPEYq3nO0eMyge7lTkcb3DZNNs8t4BedBzrBzbIePcw8raBynxPJP7ZUjx9zCZ7IE6rx8iw97RnjcOjTCwZ4AM2j2eFxEBn5Jtojul1GwycY+8p8mpE+ncbvZdk91nBHAEZa5ga8roqZe1z0+RrpyKJvB8fqIDre47EBEodv08SshoG9T2i+z97ShGvJvJ61Kr/3fs+j6ovd+KvOZeJufJyBa2RuRwI9LxXqgz/3cK8f8HSgoYgUY7h9g1C+36NyOi2d++H2/l7YsI6k1WN+yZv0I6+y77/XeIKHujCcD/NrkcYHVsQZ3oAOALOefzUkpfQzq8J5qoXm5y2o+ibx3WNlh71dvnB5EeJ+SwfRZxwhCT22CT5WLEE5dXvj+BokNz7JnbsOLchLdzK3I0/w+NzI6z6+6xNtoJOQnLgD4558UAKaWjUee4FxrlJGuH+YhHPohsrQcaifSwMuxiB1bPniY7D7Nta2X4HLLTHe05hwMfzTk/QxewMUj9llV8vRtq8B2QYh2DhkQPIkH3Ql6gk9nHkXd1ElLmOtTYz9g9elNCAe9FwhqDBLkNMsJBdq+eiJQBzs05P5lSug+NChYjj+P3iHBcOL0pEx1QevL9kHeyDVKmz6OJ0xZEhHehYe7zqEd/AjXgfsg4fmb3ed6e4djH7ok9dxlq8EyZuHub/X5MznlUSukDlJj0ELvfQrvme8grfb9d8xzqZO5G8ckBwP455yEppb5ImcYDJ1MyY/ZFIYCWnPN+KaXjkbG+E3lVDYh0e6P2fRIp6PtQ+z6IiPJxq/OdOeeXUkpbo3b8f1a2cYhY+tnrg4hcz845/zGlNAV5ix9C+tHL2uUZK6vjg8ig6pEn32ztc4P9visipSusXXoh4xxVucfFdv6diCjeivTHJ/h6If1baHVdYjL+CZr8akZt1cNkPi/n/Fgl2+GTJjfX8w8hEvQh+6cQ0XtIrj/qDBMigbcgAt/aZH4umr/5np3zM+BjqH1vBL5qMk2ozXpZe42hhL6GIX38OfIwz7N63YrI7yf2nJut/NuiTv2XaFL0OEr4IVE6jzMQ8R2JdPs9yBnZFxHhEXbuYpP1POSktFB09C/WPhehznAH1JEvtfPrUWd9N9LNRytteZKVJyEvGWufGcjJudbk3NPqvL+1jWfG9EKjgf7I9p6Cv2WKPYo6uf9GGUMfQKGhRWiEsydwYc55+5TSIfZckHf+EaQbV6FRnCc53In0dzvg5zln5681YmOQ+rVoGD0eNRz2OhalhV2IvONfIA/h+FXc5j1okvEc5NldiRT5QtQYw5FyDEUz6O6B90EEvBUyvFIM/CMAACAASURBVK1Qz/w2K9NDdu7RlAmlDmSwO1mZq/vjzLXnjbXPhyAF8Pq1UP4opBdSYvdEPDbpBL3MzumFFLMXUs5J9pxJdv5tyIBuRAT3cfv+R0g59kdKOt9kNwV5GR7GWI48tVkmI69ju5WjBzKqZmTcR1EmgEDe7n1odPUE6rQusPJ/H3nAL9rzP2+y7UEhDI8FtiNymIs6zDMrcj3SyjIdxbffbWX6HOqkdkXGfABqdyeMdvt+a0QcT6OOdCvkvb4Dkd8OqGNvRu28FHWA70AdTj0yyvdbGeaiTuLXVq+D0ejqEDRnUoeIZyDy1h5DRjwUhQJGIe/cvbfdKVk9U609GilpeY8j434cdZIgvdybEgrqidrZ52ewZ92FyHRX1LauWz0oOgdlJDYXuDrnfKXFkR/POX84pfR1a5e9KUkDi6xt5to99kX68GaTMRQPvxERoMfNR9hvH6RMQLahkYsnDzyEOuyhyLZfRM7GaaiDabJ2+QrSuzZ7RpPV7Tlki/9MyY4DdTb7IOdkENKVf6JkZW2POsEeFEctU3S1GRG5k2Mrkr8nF/RCOtCbMhLyEe9ye51h3/1Dzrk1pdSEOp59UJrwgpTSg4gL90T69W7UvkchO3pPznkcbxQbIab+NdTL9jNB1FnF7zUBeQZK9fAZ4fEmnDoTrKeVdSICmoCU6XZKJkEnasglaEh4jR3fQMo5lxKfHkWJ+x6PjOYblHhwNVOgZaUydlYOz9LxbA3PunCPbqxdPxZ1Lq3IY3rVvhuPiOV7qPdeUJFNAzL8RkQ6jyBFn2b1fxp1AGOQMTciQnwRkdcg5GENs+/HWLmm2bn3IWXzevoopAUZ1j8jz6gDDWe97h6P99l+j/efiUjhbLvXB9GwuJrV45NwM63MrfY6E3U+LawYD61mcRxXKdsoRNqeTbOs0m4ex/csmsWIaBop8dl6ax8v13K735OUiXufuJtLSTW8xdrlFmuDaSZDv5d76ZMrmRM3WtkutrJMp2SrLKB0Nsvt83SrwyWUMJrLfQEli8fboZrR4rJaZr+/hEKCg1Cn/zv7bnqlDav6PszOazdZj6DMx+xsnz2TZYbV+adWzqn2+0UU+2ixo5p945OX3sZzTMa72LMarV2nI5vqsDJ1IofmfpNXCyWzphXpuDtYw5Bte7u5Rz8VcYmXJ1PmLnyu6RdoZDkbkW0HxWmahzqRqUiHPNTlE6guG884W1j53G7PnmXn+ZxRC5qDmGO/O3/43NE53Sn75WNoqNIXNfRkpAhXWKU+iHLM70I94Lk5516IbO62Sl2ElLAReUeLkXB9IcFXUC88ihLrmoqGX0OAITnn3yEj/yjqtXvknA9DwjsAdRxL0GjBe2U3aM9sabZy/M7KfZOV5cP2eQIaKt6OyPdf7ffzkaJ/x8r9NaRwuyFv4q123+3sHjvadfOREe2IvM1nUYbHachr2h95gdvavS5ACnEFIpEFaGRzMvL4z0RKOBsp9Jtyzp+x548Dluecd7P3/wvknPMQ5DEvMfm3IK93AgpZeQrjTPvtx8BuOefr0EjwaTS66YkMbIhd9yfkGS5CGTbb5pz3QWTp7Xo4JXf5OjQiq0ee0HBk7AehkUxGsfvrEMn2NNm4XvwAeVU+gXa3nfchSmdykV3zIZQ98V00MrrX6nYn0l+P2Z+bcz7Y5HEr8pb7oJDN1sDFKaX3WVk8vNNOmeCdbu3ii3xORLHTXeyeE+37J62uLSa3x5CjtAyF/1qsnA8AsyzjaSwiGPegbzBZ3otyqd1rXEghXk9h3Qd5oU70O6LR37FIz7Y1mdYhfd62It9FaGRztLXVSBTzvgTxQA8rd4u1hXfI21LmrPay9n0QjV6+izrbb5rsTrI26rT7D7f2/DPymh+3ej+PbHgrZLtO4odTsm1GWpv42pJhyPHxTLFtUEfcw8rrNtuEbHIWCrfsiHTnRGtr74Qeosw/+TqRHSjrGw5DzmeDydedsa+iENKvke19k65iI3jqw+x1PGUy0j2AThP2OERCnj96s1XyGmC+Xb8/ZSLkVqRQT1ij/coa7AEUd1tuAl1kz1zZG3EDuc+eM4a/z/HtREPRwSbogchgf4HIsj8iz1tQRsKRiOjuQmGJsVafpVbHOZQRQKOV7w/IcDut4dxDbkWTgVTqvj/yGOZXPn8deV+TrXxvt3sfh8IH1dzlNqT840y+81DsbjTFyJxwmilk7R7aUkr80j3rb9tzX0AK/wgyynrUmTQjEv8uMNzqstja5BFrL5/U9dHIIBSCaEWGdaKV1Udo1VGSZyp5R3UZMsTl1mZTKdkLZwNLrAxD7XnjEBH7yMonup6xzz5h+TQa6vsIwlM1PQtijt3rKqQDTZS0QM9s8tS8b6FOfpa1X38r8wWIrL6CRlaec72Qkt30a6R78yikPR+R/j12v5cQaT+HCGqZyWwRhQQ7TQ5Lke6fYffx0VQDJVNrstVrFIqlf5+SWjoCEel8K+d85NDsb2VusHN8xDnVzvPQ5ESrcx3SSffa2yj20Ih0YBnSMx8V+8hsqh3TTDaePeeT/v3sXM808lFQpz3/NmsvHzXOQyTrIyZfL+Jhy5lI376JbH0ymsdbgsLC7ty0WZv4upf3m8yvNrmOQ/Y3BnXM+9i1D6MOezzipzOAPd4Q524EUn+lYswTEVEvQPHwBcj4nqfkqHv6UpudU2eV83QpXxC0EBnKLFOgJda4j9s9FiLFnIkM63S0rB40q38fUsImu97zQydQhrVOGp123l1Iucch4/CFMSuHj/y4066fhDqA0chrbqBktTRaHaaZsnkIodUa/GfImM5FHZqPIIbatY9RJkfnUEjMh7yvWv3Pp4QF9kWk6ilejZXrVh7Ke+7wx5BnPdHqM83ks/LCsVZK7LEJGcDUyvlOit6WHZXPngnwCGXIPN/u/5Dd+2bkxVyK5j3uRxPPXhYfjmeTq7ffvUhHTkQhNu9IfQHN9003zkUkNsfu9Swy/FsRYd1IWehyn7138vxT5f7uOPhE6AJESq9ROiHvnFor713mTchT/THS4QMpqb6P27N/RJl4dx25mLIWxGU6wY5WpAdLkYc4wmT8C5Pf3VZvD6nMooSZPM1ugtXFU5AnWZl+gzoUd+KaUCc0hkJyD9nxdXuut5GHv6oyWNXhJP9FK2d/xB8z7PrpiEueQHrdz8o3AmWxeQphK9LHZ1GH3WxlvdbqOYOS6fQgIt9xFMfkImtHT4fOyEaW2HUeHlts7ZztPosoCxS9rndROtAr7D6+RmSW/XY5WuPQbUj9ayiEMIkSo3zNfltgCtNYeV9vgh5nDeQ97FwU9ngNGfVDdu50pOxLTNhTENHNQwRwMzB7NWV7G+oZM4pXT0aTLDvZ9QusgSezIhFVvYgplfvtbGUaZudfTVkE1d8a+f+sUadUDh9ZvIyGXD+1Y5I9ZzwrrsarjiZm229PUOKwrXafOch7rXq31ffu7bwCHGZ1WIaGhvci8h9j3/s2Dz78b0Tx/3qT/wIr52yT2QeQx3E88r4vs3qfZ3KcZfXtb2090WR7vB1Ohk9RcuXdUAbZvV62Z3wXedyjESE/Ym3w71bfoVaupaiT8BWencgr88ynWZSVkj4v099kusCOOjtmU7ywf0fEcQzKWtkakf1wFPr4eKVex6NJ5+esjvMQCY9H3vpclAn0LAot3WNy8Rj3MjQJ7PMj1bz9Fvu9weQwEdjV2m8PFBqcikIxdZT4sTstF1m9HzD5DTOZvUqZrznczjnKZOb56q5XY5GuNNlzR6D0SB/BNFAWZf0R6e1jJqtllJHFMkSm+yP7uxXF20+zo4ky6nvQ5NYP6ctHUGd/u9W3DpF4g7XnfUjnf+kjN3t9Fe1BhdXVV4T+FnHRRLSPy0Br4w/Z53EopHsk0oU7Ku3hIzZPPV1o9/GRpztSgxDvddqz+iPd+YFdu7w7kfoB9vpXZFx3ILJ5xBrkXBP8cFOG39tv/SvHM8D2dp8bkUdwpinQMOSlLquMCD5JWWjks/BOGqMQ+a3KE3Aht1AW0pyGvJ/T7btPIAN5NzLWnyFv6jrU0dxpjdyGhsW+TPgpK1sDChGdZMdp9pvPN5yGNprCnjmJ4t1NtO8/iEilARHtOGTg7Sh2ORelmN2JSOPrqHO93n7/jJVhEcV7GIs8vyUok6MBkd1Ca5PpiJid5NrQqKPF2tO9wzrKikCX/xDvMCqdeYe1+4vIsMdX2udziBRH2fltSOHnUTy2NmR4c5BO3G9lvJGyvH2wvf8BIoHbKcR6GzLue6081Xtea78/aXXfFRHRVykefKYsrJlmdZmCdHOayTVT0j39eMCuG4hI5DB7xmiky+0oBONOhK+ArZLdVFaclJ9r19yOvO2BlHDZIgrBTLN7TDC5Dka2s5OV/ZXK85zw61EHMw/pbx3Fk3UnwUN8nSb3qaj9F1NGHdVjml1TZ+09AdnVfHtWJwrt+bxJdeHRygvmbkGO28/QGhZfUDXUyvI++/yAyW4OZa5uGSUa8EMKAU+nZI7NoGyhUR1F+QI+97pbKKHWdsQZeyDd+SplBOOZNa/as1w334XCyLNRJtBdyPb7myw/1J1I3XvBnVnR2/QhertVZA7Fy5yDhqoDUe+7zBr8JRNcpgy3PabaiQxxKaUXn2LK4ZkUvuPcAns9GBnEj1Da5P3ICOooscv/tWdMo5DfBLv/HMpmT776b+VMgnbK3iDzKPHWoVa/5ylDUY/f+aqycVaHpZT5ge2svO3W4P9tsppo3/nmQp7p4Zkgi5EB+XC4CXkHAylhJK9HNWOhhbIK7wor67l2/vaUCSCX8UsU4v0j8n591t9JqZ/97nvkeJtWdeNg5IH9ARH/MqvLSybHt6E5j4XIg2tCnvuf7P1oZBQzKOT4e2T4d1ImvD2M94SdezHqROso3lQzZVOmNjT8d0/0FKQbz1MM/i+smImzAJHVK8hBaaFk+bSgUZmnwK3K0fDnLq+8d2JrRN7sS4i4fLHeMmRX7ZTJwGzvW9FIYTCwwOrhE7fueX7E5PWk1c2JbjgabXpe+AJkI267xyOddDvwFcxeH5dLOyvO9zyI9MGTF75EiYf7XJTb/S3ILsZbeXvw93Lzw+dL2pCutvL3cq7a63DKaOY1K8cXrNwvIUIebu/HWjl8zuNhpCuzVuZA5Li5vcykdMieUeY8caf9/nukF0OB374hzt2AZH4I8uQmU7xSnwiaWfFET0fe0hOUFKWFpnzuaTbaOdU0Nx9qzkGGmimpg82Vey2x7/df6fD4WBMaSr3HhOm5zJMpw1JXPievgZQY6pGIQLejpHL1tfdfQ0pfj7IJTkNEMwcZ+eWIZH1CzLc/8HRGJ1gP+zjBeDy2CRmnp2P54V5aB1rAchFlO4FbKGGMVGmvz1HIr92uuRwZziwr73As3GT174mGpm3Iq19OyR4YZfK82mTwC2Qo0yhbNbhRfBV1lDtQ9sJYbOd6XN4nmqdQVstWPbiqcS6irDhstvK/RFl120ohhRbkmXumiKfZtVDSYe9AhDkFhR0uMBlfbe31WeRd9bPfZqLJ3pNNHi6X6WjiawrS7UetLB5THohi577HkC9cegpNsD5jZf4OZe+Ux+3cRSiM0WrXL6VkliymdKLj7LuXKXpd9UI928s9e9/8rA45PY8iXZ2CMlyeoiQltCEdd0/0HNMV33TtPKvT/RXZvkCZpPYJ+v+yuvoq4WbKSs1hlHZf1dGKOoh6K5s7MLMocwY7UUJqhyIbOhbZ/I3I2fE0yiaK09GEnKdWFK59f8V+LqRkriyvPO8BpOvHInu5D3nnS1Ho8H67553IRnzU/lsUsXiYbkTqn2bFfN7XKB7QSGQMnq/7DDJ0z3KYiTwE95yPXeneT6L41GHIIDzfvKc12ismmCZkpB7bWlJRlGpv3cGKOa+dVm7f9e/f7Luhdp5vJ7CIMjx6BCn1AMqkyXxr3D9QiHg5JTRUj8IkfVDn8B1EDssrxPkDFD4ZhwjDwzo+9HsIeRZD7DgJKe1VyAA85j7MyrUT6lg8R/ZRK+szlLUA81B4yVcuPsuKXqKHH3wybzbylmdYG/uwu8PaZ0Sl7V5C5O6phwsoRHsamrDybJvRJttmlIraamVxo/Y9ZDzmXkeZzGuy+85CncwUa6ulJvd5yDB9ruYDlPimd5LTKZtnTbHn1dvzX0J66t7gA2gO4hMUPVuGdP05O9dzy5chIr7NnvkwJcvrOKS/46w+H7M6+f47L5jMv4FWfXo+s4c+brbrGu3wEcu1dt5oK8ctdvwvIrH5FBv4L6QHvrfNRGRPrfZ6FPJeb0Tk7WGRdkoGitvXUrv+ZmQ/2Z47G9nMh61cgykbxtVTNsn7gt3jcTRCXYacsv9GC6ew+yYUz56O2n2A3dPDatXJ42esLt9FjsRiK3cz6nic2M81uc9FZDuOkmrcjPTpVDvXw7s+EliEnJaRWIy8YgNvoex/dQ0rdlK+XqKDMrc2HPjRJif1SgXeY69XI0+kjpI6lyk7yM239/MQMS21zw9SUt7cw/S41ZGI6PxefzRhXIAmLiYjj+luypDVQzVTUcz8bBO+hzyeRaOCw9GEleeutqJOxBvfPYxZrJix0lR5lucQN9j7BhT7m2nvPbvCN1Cqp3jKPkF2ZaUuO1KIYpJ974ta6pFCPkgZ8i5HE0yzKVvzeoqdG5179J2UkY+nM7ZYfcfate9DnuMPKBuX+Ra8Ltdx9t18SkyyiZIq50rrRNSODMI7gEnIG30FhTE8o+AxO98znlrQhONJaFRYJZJq2psby0TkaPhWt95xt1M67yZE1i/Z+f9l9fSVvt7G5yOD/wnS0cetfc+gZC/41rDuVXtHd6HV81vIMWmuHL4OoDry8FcPoXVaG71q9fDJwhaUBeMEUXVQssltptXriyh09UPUsfyC4gF7uM5DHR2IuNwxGmGvHkp1AvL9xvuxYhaXT8b7/doROf+MMsc0zmQ41+TzBeSpzkKdjo/WPf13PBoln2pynEXZaK4FhUyOZsVYv7edp4N6B+5bK8/n7+csfCvrb1idzlxJ7tXsNyfzGSh05R3oBJNZHSXzpp2iozPsXN9o7ij7PIwyJzUSGNudSP1yREbPU7IPWinbdk6gTMg0IRLxbV1HU7I//oMSf/XGfRr1lqPRJNHnkZLOsGv+0wQ8F3UozSin9DJ7zm7YRG6lvH5P9+jdMPzwSdRlaLi1CMUR56EQRBNl98Zr7fq9TBk8FfITiKSXm6K0oQ7kHkRkT1NWXVbDLX44UXn5PCy0wO4zEsWcW63e19t3/8++m4i8pOFW9qF2jyF2D4+jfgwZ6yFo8vlINMl6vrXXh1An4seiSvscg0YLPqT0SdRhlFhsO+qUbq3UyUdUzZXvqgS3HHVe49FE1FhEZh+jrIZtQ/owxa55kbIPi6eELqbkYQ9FBlyHRj51aJhcDbW5l+ehi2tNpp7T3YLioLeheRyf08hWpuNNLtsjQroX6cwZJpP90Qim08rWjkZR/a3cD1Dy+t0LnGN1WIz0ZYnJfxollOcTx+Ot3B6O8ZRLl6vvZNqCOqz5iPRnU0IONyH78Yn8USZjL5PPyzghvmz3dFL30ZuTrT/vduSI+bbbLcibfg15qp55NIGyGrSe4px4zN7XUdxPIc2M7G6WHUNNpn6PS+y537ZyDkOhVM8iWoI6xLnIq34VjS6ON7keb+U9HunSIpQ4sYCSUTXAPt9YKXN1zUOu3HM8ssN3UkLFhwMPdSdSf9Vep1vFdrFKnU9JVfTJ0WZgpJ0/FRnILpT491BK3nsHIpljrbGPtGOQHeORorvH6p2Hxy/bKcN03z6gKuQW5NFchTqmz9jzZyBFvwgZ9VRkzB4KWISMz1+bTRGeszItoXj5ixGBt6M940E99aOIXHZHhrMUzTn8N/KwplM2AvNMFFdiz86YZGUbjYb0A+x1qCnMYVaX85BiX4LmO2ag7Qp+gHKuH7Xyv2iHexqdyPCOQMbxHTQae8DO8zmUz1P2MX/e6vglpOytlD8YmY5Nqq9Ch45GZHgvGnX5EndvW9ej31MWjHwdeX3NyMjmIH263dpvob1/za4dhDo6JyUPN42270ZQtoN1AnwSkfu1lJCah0Oqo4RqJ9xY+c3j/W32eq49+zKT6f9D8zL19qzZVp5ma19fDfqifT8G6dP7WLET7KRso+zEOhKR/wuULQv6URZleT3m2mdfJDjP6nkSZU7gHtQJdKAO/C4r83ftuq1Z0bGYSNnXpRl55bfb9a9YuW+yOg1CHOB/CPIc0kfXHd+KYTjSvQWVz80m2/PQKN5HEuebPHzR1BKUBOCjap+Uv5oySm9B+jGe8scxi0wO89GI4UmKtz8J2cdF1m6vVfS52dpskMmwE4UAR5lcJiObv9VkNANtgNdtSH20vT5mCvY8JS47vCLE71M8uOuQd/KUKV2TNbZPlC2gxOuczJaZAnpIZDDqGT9t9zm00hjzKftF+8SQ58g+Ydc+a43kGRqjKZkpHqscQ/lHG09h88nMyVZW7yiqs+5uWAciAvX9r70R25ABTaZk6zyLljsfaXVYSPES70NeUYspyicoe7z4UM8nyU5FRuQpkCsTj2+x20T5+y7Po/+2lXUnSmf1O7u/y+8lK9MfTX5LEQn48Pdzpg/LVvHs6lDZh/ueIVL1vDzE4vHN31sZb6F4zbMoi4taKaT0ZdRB11Ha3583Gy1qqrdrnqeErzzlci7S22o7+sS862Ej6kAeQR1RvV0/DxHPkxTdcmdgGmWhyozKvT0/f4y1t+/ueb0df63Y2mHWtp6p4g7MEqQ7o9FocjTq3Och79PP72/19k3N5tq5f7FjOOoc61hxi4IGZKet1gbfsnv8mbIgrqr7o6zukylc8Fd7fwxl3YXniXtmULO9/xJq+8uRDm5d+a4NOTOdVr5GNIr0DmumlXEhJSzyDHJiGijzZc+gycuHkAc9iZIOeyVlpXVVJ90Lf5qSLnkiav8BqFP7MyUhwSMTbnf+3Tgr7zWV4/Sucu7G2KXxUmREHvo4BqVEnY4I6iMoW2RP5I2BGh4kyP0oqVu7oMlQJ/OdKDFa39x+AOo9eyIB7Y6U5rOIgK5DE0w32T1+hJTAt759D/I89kZZD99DE5ntlF3YfFi+FVog8iW79lHKdqMgAzwZTcg5wTYhD+BU1KBPICJsQuGijLzfWZQ/pZ5qMnJD346SqbAVZR9xn6DpYb/vUpFlovzP49F2ru/G9wCKH3cipTsOOD/nfA9ASmkYMox/s+f9CJHd4ya3Y+ze21t7vRkp9db2jAloGHmFyf9Fa5e9kFc3wZ55D5qgBRngN1FI4jC0j463QQ/KJOX3TTa+t4gbYEaLXoYBv8k534YLIqXBdv6fEOlsb3JqyDm/I6U002R/FxoJekbR2+15P0ShuyEoVHgnZWvfv9r9rkV6sy8i99eQPg20tuiBwlpXUPZDmWmfz7Zzf4jIY2dry10R8TxNwSfstae1zVZWpz2tfdooMd42yrzPO+y6Nnv1PfR72Dm+FXIVnzb5zkck/yk0srwSzW/4jqaNqO3nownogZT/uF1sdRmJiOu7VuYGyl7j7mz0QLIHdZLHoHDMZcghciegByLnXez975DdZSuzL+b5LXB9zvmglNKknPOBACmlXjnn9pTS8JzzP6aUbkXZYG0m11fR/NWQnPMHTH++iHR+ALLXPyGdORCNlDJq57lIz5eYjHuZDHwHTR/JDLNrZplModhrzjmfsYr2WDU2tKduncbOlL96u8gq6hMgvphnV0Tyu9r5vmBlPHCWvW9A21b6fQ9FJLYL5Y8jHkO93gOIsKZS/jvxr5TMEc93brNnPG/X+KSrD13b7Z4PIy/uHkQ0LXb9xVaWM5EH8hIlhe105BFtS9lXxJ8zgxKa+iRSxuMpfyhxHCKnA9EoZTplSfZE5Em8HZHkU/bZM42aEYnMRiGbc+36c+14BY1GJlMykmaYDE9E3uwkLG0LeejLUSf0GiUX/TGT5zRE8lei4fEQ5Pm4Z+Z5+h568NDGGOQtjaOkSm4D7ODhNnudj7yVA1AseTQinZsQ+V2NjMY3VTsedbTTUGdwOfKa/PCtIyZVdGmk3WN7yv/IDkS65DH5NspilI9aO3qozmPHVc/Nj1bKGolhFB0dTRkFjkLk9jBldfFStDWEZ4lVM7d8gVUbsidfVp5Rh+Ux86so3rCHYDzU8xWko9uaPOdRJm2noQ7+fykL/05Bnfs0LCxq9/C5lGfRfvugzm4+6hgzsptpSHcOAe6y8/a3uh1u7ekTr4NMnl+ihGBGmGzeg3S33sr/c2Rn/wEM8giBlcvbawbF8XuNFefKXE+9LcdSkjhWNYrsqISAJ9r5wyn61Vi5v482ZlPmUX6KePB3Vr8+qGO4HOnIy5TU4Cl+bPLwC7YCihJbfYaSsthAWRhxHSK1/0OKPtSOJpTitswa5DQT0r2o1xxFmUD0/Nx/QcRzByXN0Q3NwyAu7A6kyPWUfV58Kfk0RHxPIoI6E3jW6rMnxbO+FhGZ7wPRH82UT6zI4a+U/TImULZwfQAp5jPWeIvsPqPQsPqP9v5IU5gjUc+/1O77/srRgjqcOuRFd5iCjLZ7/tWef4/J7ymkjKMoCuuTZp6946EuT1F8AW3D+5+INDx2/WvKQrBma9tfWpv3t3v+2I7fU0jJycOzEDzuexDy4A6utEkzIuy77Pz/Q2QzFZGgy7Sa19+OyPg2K+udKLb6U8pK1EGUZeMzTX7nUUhqFiXM5pN7Y5EH3B/pYQsipRfQZNdSSsbMyya/26x95iCvbA4il+8i4pxJ+Q/PTiuHZ3n5COwE+95DTx5W6bAyLqc4BL7pVLVTdf330GOj1ftUpN9TUNrhNyl/0uAd8WvIDsYgJ8P3y3F78ueMp6xWvZgVt1CuZst4eZdSOrtpdnzU6vAiIr5RlP1hfHTq83PvR53CR5G+P4P0CaRbVwAAIABJREFU90Yro889eRLAVSbDmUhHr7Jjrt3n20jfBlTa9Qv22yjK/uxLkPPhYb0OysJEz8x73Op4DYVXtmZFbphm582z9w/bvYdYe4+wZ/8E+OkmD7+klH6ac76o8s9Hn7XXB9BwcBzK0NiLkhucTQBNaLvK+ZR/QNoKKRXI4H+DevxlaLizI/J23cP6GJq8u92E8mPUIG9D4aB9ESH/C1KCU1Bn8CHUyfjy3sMpm+f7QoROFALpT5khvwR5EFcAb805904pHYEM5WrUg/+P3edNSCm+RNkmeDAymONNDj3tudWYchsa1Xgs+DX7vA8l7DMNKYL/acCnKCMSX/XoYa49kDH8L/LWXkQhiyYURhmAhpX/jkZFQ62OA5BH34EM5C2UeYNHTYY9kZF9wtrFc/bb7N5/tXp+wco/MOuPqUkpjaQsWPqDyfQwSqZQu5Xf6+Lx/GaTbW9rm6NQWOl+ygKdvaxsvjS+xc73iWsPCSw0WTxp5dvL7r8cOREnWrtdhzq2bSirW9+GPP9XKaGd4+z+DyLdvBKFJnyXx29YuXqg9t2BFbEckUKbvb5EmfRrMnmeh7JIvmf39BHsONQhezihmfLHHLsi/d0B81Bzzu9MKflCqN7IJkEjpZusPu9DWzYnO2c6chaW27lfRmG+R+35ryFb9hWjfSibyW2P7KkRhbVmIv09A7XnIBTS25Xyb1f9rfwefvRQ5HdR+OrtSL+mUEJnPYATc879U0pnWntB2bjrn63deqLOzvWs0+69JOe8Y0qpHnUOx9jv7sW7g7QA6ciOyHF7n9V9CSLqniaH7SlzKIuRI/llq99EZCceSlycc34fXcHGCL9Yx/Fna4g3Vb57njJZ5B7zLMrCiGus4Xyybipl4mUxinslVvwDCB/q+2y8x0O95/bFEd7zDzVh+6ZFnvng8W/fqc49WJ9A8hWN91Myb8Ygj6wROLIyrP8misVeh+YV/oeyqMbzivtbA/6Qkr/aWDnHJ3Q9B7rVyvEAZfOhmXbf85BBH0TJ9LjZjqcoG6qNRB3gHMqE0nxKCpvLzJf6e976QPv9UruPe68+cliCOvEJiEz3RiOEsdZeNyHP9r9QJ/QzYIbdq5eVyzOehiHPfLDJwHXjZkrMtS8ylDp7Rj+U/TKV8g/vS1DH/TTSOzdA9/78cFn7Xh0LTKbjKSOpH1n7eKbVWHvWeSbLB62dFrDiFhjLkDF7/WejMMh5Jof9kI7sZ3Iaigx/kNXZ10z46tq70GhgPmXh12jkLHwReXw+Qd9m7XojMMDqNomSPfJr1CH0RU5Bs927CYU4PNS0CHnxpyNv9y32HA/pXWi/DbLv7rf7H406xuOtHdyGWtAI0kOHj5qsb6YsSLzb2ulsyh/l+Erce4Cb7RlvQzrgW+B6fvt0K8805OCdTdk1dOVc9urE7DPW3tOQDtyL7HsAcvyGo7+BdD67EHHAMMqmcR7+aaLs++PrNX5rdZltdR9sbTjY2uFR5IyeBYzf5OGXSkW3Rgbv+zn7sl9PxRuGvOnHkCE6Qf4rhWQ8//WtFUM/G4UpnqLkNnvHUI+GfwOtETpMQXwxwSWUBUDL7PsDKHsyTDRl61Wpxx7IyPazY09KfrCvlvWJoKXYCjJThgb7zodp7tW2IU/2PyiLEC5Aw+I9sCwTu8+QVch2ASKIP1CUs4Oyf40v925DoY+Tkdd0GzKy6628k5FRL7LvfC2Bp6x5/P1WRIqzrawDkNLXmxwn23cepmhEBt7DzvszIviLKscLdt481IH7XtaZEl7oYMU9Q76CQl/DKDvefZeSE+wd5q8r7z3ks9jq6esAnrW2+8RKsh1p5Wuj/GG0j0x8jmGe3fdVO/8V1AH56M1DFE4avgjLR1/eoXjoqtFkOxsRxuNodHIx8u5d9n6/dgq5VYlpKoVIXN++ZW3wHcp/sj6NOt69WHHr22qc2UeEf7bPvVFnMIiix17HkUgXrqD8C9mziKSbrL3urpTLO6SnrBz/bLJ/BZG/Z0g9SsknX0hZDzKv0l6XURaxDaA4IacAW9k525isLqbsjupZTb+uOBUjKPNdt6CR7AKkBz+kzAVVQ7rVFNblJotLrW6NJgfns/3QyBSTwduQTrvshyGP/V0mr0eBd2/y8IsjpfQYmvhcioZQM9GwrRn18r7YqCdqxB1QY3g+u+e291zDo9oQ+Rxlz9gWKcApyEB2Qx7cEcjgtqOEOdzgt0Ue8z5oqHeVvZ5h5eph549HBnI0CgO1WBk+gYz6AkSg30HhhfciJe9AivlmNKwcijqnr1LCGoejRt7KnueTXDtTRhCLrD5bm3ygbCy2C5rIOSKlNB0Rzpvs/v2QovRCHuAUyr8DuSFvjYj2SOR5XIoU63ykyNsiL2tHZIhvRpOxo1CoYgklpFZvvzuZ7WjH05R/k8Lq7Fkhj6NOaozV6VjKApKTrVzHIZKbgwhnb0qWitflFTRS8Xz2f0CdmS89X2bPvsWu/TDqUB6079+DcsS3t3stsHr9HjkchyBDPQm1t4cdAMiWbZNS2hHtsbOYlZBSGoPCWp4t4vrv5AllkzYPr01H2TS+78p7kc6eSIn3vs/qdCHy/P+C9OBj9v0ZVt83oRBTCxpxTrCyX5VSegV5qJ+kbKfrWTiL0FqHEVbeaZQ/CT8ehc3OpYTmtkJOkHdAO9o9xtjzd7Qy9EB2uAvSnb2s3nWojR03IgdwK9RJ+w6SOyLncL6V76MVuQ1H9vb/kBfsG+n1RLqxl917KtKpNyPPOiF7OZnyf8IertsKhVabkE7saedvT1kbcwiy/T4o42hbNC91tN3vSRQCzUjvZ6AOagfU1vuh1aT/QFexETz1UZX3PsNbhwx7DEoDazEBvYqI5keo0T9O2eT+WuSleE7yPfb9EBOyTyDew6ozEDwU456e5yV3IGNutAYdxYojCp+Y8tc2yp4n063h3m3P3hZ5KZ5zPAiR+A2ItHwb4sXIoCZY+e9Hhure60CkWL7Ywndyc2+sOjnlYYPjUDjjesragNlo+Ha8yfEUpDSft2N/O5aj+GkbcLZd28SKez43U7IJfAWfT0w+iIa8vknRMfbsu+34kZXhJqSwX0Fele9L0+jPtWd/Guhn76sdTsdKxxJkwC+jPXM8x/cak2MDmhO4GXW291Byq5sR+VxEWSI/lBLeuYWSAuhyqGafLKVsles7ePqaBj/8/NmIeN372x2FLvpTJgVfRGRzEiKpocg+XqAsVJlHWXTk+wNdjWzG12hU1x64s1L1In3eZSLlv09vQp33Y4jAJ1Ly6n3l72LkIQ9H+nKu1fElNBoajByUJqQDE5B37RO/85FtPGLlWFZp31bk2DyCbOqXlIysGYj8Zli5L0Gjv8WU7XvrrC0mI/udTPkzdp/sXULJrPEVu57l1E5Z/Oh166TsQdNkz/oD9gcZVvYRSL9/aPe9CnnoMyn68gJlhPgWyqKpqZRtC5YhnfWMohPsmjrKFtv/3J3CL3dR9jlpsgp7ZVxZWk2hRptQHkDG6Qn5P0Yx6R8jz6TOznnJrtndGsPTJP2fkC5HHYMrePV15aNqsB2IhG6wex1v34+gbJL1Wcoe2b+q1Pcla9wfISV0A1+GiGC6NarHwo9Hk5m97foeLofKPcey4o6KE62eHnJpMCXJSKldeauG7aGANuTl+J7uEynE7SEPn6hppSxuylZOjzV3IDKdYu00kPKfqAtYxbJmNIp60GT0QfvujyicscTkMp2y6deb7Jz9kTd/LZWdNivlaKKEAnw1YJXcmqyOIynhkf6UlL6HUKf0n5WyfsbK4aTmuuEk0U7JAhnGiv/iNMfaeqS9voImjz1t8wnK/wG8hGxgICV1chRlY7iJSK9PR3rvsl5G+b+BkRW53Ia8xvdQ9vP3zeduR3HhxSbfV+27p1Ho6ibKPwF5RtMQYEcr968o29c6CbZU3o+n/AHHVJPd7ZRtoT0ltA15wjeh0Y7nzb9mbXGNldmzUFyu062dDrRyvVhpr1+gkagvlPPw2J9RR3CGyfAmNMf1c8p2FOMpmw+2IVKfg5y9++yZU9F/0oI6rNNQfN5DlZ3Ibj0c5Qv3/M85GqyOy4Fd7D71lLk7X//ioeJJ6H+UwcI93YnUnVheQ0o8zj7/xBp7MIXwPDboHoXHG6dWlORBygq/kyqN9xJlr3BPpXvFhD/ZhDQbeQutVraEhjdz0NCttylGG8ohnWvXbE+JrS6n/EPPC1Ri3Yi0PC3Tl/uONCUZjozpN8jYjscmB+3a25EhjrFn1SGFn0rZsGhWpb6+e9woZMyHmhyd7HamjF6WUOLT1SXsvjf1DEpH8GdrF/c+fcLSc3N/aK+LKLHwJfb6C7RAyfcL8eyGJZVXN9BqTNnL97AdD2Cdx0q6NIIyp7GffXeiyek7lBFYu8nvU/bcOvvdF6rNpuwF4l75zay4lLseGe90FLI61c7/Hva/mpVO/INoRDUckfcYyq6Hf8uHp3jqvgbD9diJoZ9d04+yitPXIfgK2inIjhqQnvmE64V2zEe6P42yB5E7IxehlE7f5uIy1JG0mFz6U0YgMxFJLa3IZAjStRMQ8f7aytcf6elsFKbbA3UOwyhOkqdRVjfu+x3F0fBOuJmySnugyfRpyj8ZLUXZbz4R65Ohi9HE5v8hT99387yEympM/j7V+iSr50nIDuahjmk+msj0YwSytS8iLvEVz95ZLbI2WWBtdIrV4WI7fxFl+4YjrC7tiAt8L51Xra0HULaDvhrp2Isr28OmJPWzEBHPskJeQDG6QZR9DrIJ6iJkGGebouxl1/vCoIdMAT3zYsRKz5tM+S9H99wWULbz3QMb+lUUdRlKOfKZ7tMoCzw8XOMLjnwSZAIi6F9SFvXMRd7rQ6Yc77TDe+bRKEY5ycpxB/KaeyIiGIiGaN5rD6H84Yd3dM2USaoWZNh7IKJro5DdKdgfLdtnX6DhYY0JlKX/J1D+N3IuClm8RPHuvbNdTNk1rgl1ctcjAtwNGZmPGM5ZjT5MQh7Qj5HX9FeKx/+byjEL2Nqu+RRll8Sp9jp6FV61p7cupSxC8Rx314VxqEO9GbhspbJNr7wfZPIfZucOpvzl4i1If39s7daXslvjQciAPZPKQ3dXUtY6vGyvjahTGmdt6emPPiLwjraDkn7pG2e1I1JciojgJkQq1cnO+dYmzyN9vNXkfYk930cMLWgy7kE7738ok7bLKf+DMInyF3fuxf8DGkm8n5WIB+nzFyiju0ORrrjDcAtlj5v3Ivs7CzkH51PpUCr3XIC44BLKn1nMovwVpf9b1u2U/wrNlA3KJiDHYwiyR8/h921IfCuTAagz8WOWnfMKJTFimt3nZ2hi08Orj6EQ4kxrt8WIezw9sY0yem5AYcGP2e/Hos7yRpPD1UivLuk2pG6VPBiFJGZXlHI5ioO+ywT0S1OCBtTjekrSaZQ9F8ai2PEoRFBuDOPs8JDGA9Zgvq+Gx37dYHxI3kgJOwxGMb1LKEP4dyKjHWflm4BWSg62cnsv/ifkmc6k/FtLpmQneBhj5dCPD+l924F65GE0o/DO8aYU/4WUsj/lX2I8Hu33qsadPV0zs+LkVjUW7R5GB2U1ZCMy2CnI6/u8KdRQyr7jPsyfbmW4ALgjlxHBLtaGY1FWz6lYFhEikLusTNdYuzchUvf4th9PIC/0TDvvZcqfq3wQ6cA1lWMUGnlcY691lH3fq+3RQcnz938vGojCZR4r9Tpcbc+egEjtKUoH7XVYTtmyt57yT1FtrPjPSVOAd9q1n0SZTZ4x00nJymmhLEj7A0qBfAF1vE2UDuQ1K89cNKnmZLnEruuPiMll6bHjr1Ni+ospo1oPUVX1sxqy9LDCB5FODEcOwUtWp2OxkYh93snKNNjq5ITYgsh8nN2rGU1+n44I8khku/6PYwMoYaa3WrvcStlj3sMmX6T8TZ7LfQHqoDzZYrj9dhcK53rWVztl5bk7Dn+3gpOim/0rh0/Uej7+jRRn9RnKNsQnos6ilfK/rnNReGdyRebVeTLvUJZQ2Y99k5M68rK8sNNNaA0U4xqJlHkcZej9NGXv6MnAR+1e30MxQ/e4ZiOv/DrK/10uoSzVn2vPn44M3Sc0D6F4D2Monk2zlcc7gG0oeez++9NW7qcpRPsEMqwTEDF+G5Faf0pu8wJE0nda2T9rdbvF6v1t5AV92555DWXixvehvg0N0b5K2c2unrJr32umVOewooK6dzsc+FalbeYgBXfvcwEllDUNxVCH2PM9NugTpi0mh0FoYUdfyg55N1JSS6fY62gUajgDeX5eN49R+7EEaLT7fAKFy2YjT2Y4Jc44hfLPWX4MQsPdpVbuwXbeI1ZmX6jiHVmmdIB+nEaZYPPUSh+1vcZKxo5GlQ9bGV81uYxHuvePyJMdgs2ZeKdR0WcPBT1C0dlqR7TyXFAjIvpF9ry7KCG6ne1+D1IWtF1mZboM2MOe+wrqLD2M6H+Icbq18wHIWemPJlCvQAkKw9FI5FFrz2on4B2Dh9LakG19juKNjsV2G0Tkvbhy3TJrP18T4U5IM9If946/gZIMHkce8duQvRyNRstjkW3VI70dBf+fvfMOl7Mq/vhnCB0EgSAqCKEKCqErTYo/EUFABKUo0ix0ERDsNFEUC1IEBQFFERDpvQYChJ6EJEBoCb2EECChk2R+f3zn3PPue9/du/fevfeGuPM877O7777vOec97zlz5sx8Z4aJUecDZNXrIVHeIUjtkj6fARap4GPzkmHUZxWOX0XfPIKcyd5BAt8ocmKXpGNPGPUp8XyPonmXBLHRcc3XS3V3UkUONFN/AG1NXo0Ou5LsSn1VPGAKe5v01gnTXRzQyRg2JX7/F9i8UM++0ZHPIwnxlcKAux5N7lPLHUWWPB9CetcbyaqNydRK+jfHS3i8VMZ4BEn7V7ysf8fn2fHil0CS49bkULgLogVkV8RIl0EqjHPJ7uJvIAnjZ+TtWsKSvxllHh3f56Y2NPFIatUJb1W8m3tLv08pMKrktDQa7R6eQ3aQhM1PetC0aHQsGPHcU9HkvyuOa8gTM21dH0YT80ayc8fl6Si068bor1Mo6Bkrnif1X3ISu67Qpm+QQw5PRYx2crQ9MfDEkKYgCfGcOLYgS1Zp8Xm90NYbyMKIk3HxRcPtNLLPwWPIdrFVPPfv0HjdEjHk1+N3gsFOJYdUTuEMUptfQIwr9dHLSBefFoZfU1BVFcdCPPtS0ScpZEMK4/EOcopKUu04pLo5mlrV5AyyP0RxQR5deB8vRd9NQVDKjyMHqTnJdoC0yD8a7Tgk+u4UNC+TUfNectKXMeQIkzOib7ZCC1byMH4t+vMz5AV0NSRxP4Yk9bSoTkJzaSKFRTie50IkMDyBFr/r0cJ3WxzTyGrfx6NvHqQ2NEkKZZBiJb1IdiZLcY5WQnP3LvIudBJw0qzE1FN27wdi0H2TPNifRFv8TeLYLjrmV2Sd3dNIP1yUtFNkP0OMcUyUNyE6bDrZM/KJ6LiR1MIrRxa+Jx16Mn6kCZEG63RyHIYL0aBfpvAifkYOS/owOc/qhDiXYHtpgr+KmNxZaEF4htC3pkmHcLljouzR5KzrryFHkkfjXIoIeB5ZxZDa7KVjauGZpkZZJ5WPaMN7wAqFNi0fbb02fh+IJux34/cgYHB83zve0fcoZGwpvOcT4/9t4ngVTZLNyKiBpB6rkeDRhDqQLO2uiBb4YvCjqYgZXEtOE/dxQucbfb88seghffQ1wI6lsZve7+PkcAszyMnHR8W5JMW/Ht8To3kSLVRp3CYhwJCj1UNkB6hhyE19ONqSJ2PqeDSOTyYz8MfIutnEiFM/pV3njLjnMQqBy6LMNxFWOkHr1omyJpAhgokZjkdSdbJFnEROJnENUm8cgXbLV6KxORQtil9EgsApSJ99L2K8zyEm+mXEUHdADPPVaN8MJMxcH32f4JpJR552zglE8WT0w0TESFMKwtvRopYY/Mvx7t5HkvV4avOPjkVqnNHA36Itc5be3Zj4/GGU8wrZ5pTmt5Pj4qdx8SY5e9VZyFh6BBpHk+O/HyGB8JF4by+gRfRJuhF6tz+YepIgitbcJO29Q44xfQvZGJZW7vfRIF8vOmwYOYhSYmDJZXgG2f04DWwvfC8a/aYB70f7tiUnzU0GyffjxT4aL/oCMjTxTrSlHA9MKjznWkhtcQUyoF0f176CJJx/IQv+hKhjIjmN347xeSVZyvh9tONEtCA9Fm16GzH8lFxkDiTx7I6YyWLULlgjS+9jJLBNfB8RA2z30rF38dkKjGh46dzGMQATTC0Z8pKX3rvx/I9HPWnheI7aheTuctlRfpFZFZl7QtvcFe9n56jnJnK8/DQ+ppMX/jQhl0PjciaaOLejRXp83P83tMA8jMbbPUj1lVRFj5AXzUfIAbE2Jcfdfgi4ovAsg+gsMY9Ei1piLGnsXUM2CCYI4tnxzg+N4wgkwCSE07JIRZDGupMX9yRZTy306wWIYSQI8Laltg0jq0GHR1nPIiFjTNSd1GtpRzsMSaOTkeonqQDTziW16zk0/l+P639KVtmdFdeth4yn08kJVVZBc2ChKOMUtIh8jJy56rl4vv8Ce8azJHvLuYgHLYMk4l+gndhr8XlW4fkfKM6fGAMJolrcvSe+8haSvCegsfgkmo/3kJOMv07eCSY443gycuZscp6Es9B4mkAB8DCrMPUF0IBOjOf7aCBvgratT8cgeIac3HeLGGyvRgckN/XkeLFdvKjPR4fuGuW8iphq2ool6/JktLJ2yh6CJOzFyCvx+WSj0mTyQjMe2KJw3zLAEaWyHo7B9yg5l+gMsoFsODleyXlxzdJoMrwUz31CDJgHECM/lYznTy7/7yJG+Eap/lHFz/L39BtYPb5/BDH2YQid8Qc0OR5B28OrkYHwAHLSj2QgmlBod2K0o9CCMBMt4nPGcUa8r93RYE/QwLSIHBTve31ymIi1uhhXg5DO+m06999bMRbWIUM+V6YzUuo9MlroJHJyi+vJUM3byGPpXSR9fSu+fw8tCEl1OAxN0KvJyb1HxPEf4A9R1w+jD5KQ8STZ8Pc+Up/cTNYLvxnfbyNj2dNuMpVxH9kdfnNyrtnNkQ46IZqOiWfZO97NumjcrlXn2BwtJu+Q8fHJmPde1DEjnntijIvvkuMs3YmQLD8ge1Qn6Xd8vJ/fIsHmFbRrfonsUPUiEh7ei3f0SvxXVMUmZ7IUSuLZ6M8ZiPHfQ47zcnDUfSF5AUqRLUdHHcuRmXn6/A5S23w9rp2C7A0ro0VugbguGdmTDTFpDp4hQzxHkeOnp8/t4v7RKOTFb9BitSxafBedZZh6aRKtXPg+DxmwfxZipl+LF3I8tUaqNIiK6I33yaEENqdWd+XkQFnp97+AxSraVFQPzYEkrLcQY14kBsu30MQqD/h7KDAfxDz2Imd0WZ+siz0kBsN15GxAb6DB/jCBVY1ynLxTSd+Lv3+NJOfXgIUL99UMxPL39BtNirUL5z6PVBpJmji7cJxLzjf5OjlM8mS0GCb36yUIyZSIqV2qN2G0RyGHsKfR7uyWeI6XyWqIYTRp7UfM8wEk0R6AjGTT0Vb2H2hS/Qip8g4sM/XC92nk9HDlXV4x6NPZUe40xBjuRSqGZGMYjSbwY4hh3RLPtTcwqNDmx8lp6tJxTYyRkWixS7uCw5Cq4hxy+rgn0MK2J1JXji492yhC2iycu5tsm7oU7QKHxbMMKx23x3u/Bs2JfeL6JdD8OJ0cZncsOR3jQkgCTnGVPoMY1PPkBMujo1/GF8bFRnHPN5AQMJYc9/xJtDiMjj6bjISi88ihmU8mOyzei4SRtxHccFLU/RxaUJNRdCIRp4mchHwaOf/w5WRnsHFk6HLaLSVnpOsQemoIOYZLUi+/hwTNo5EwmjxbE6zzSrJ38Neiv/cnw74nUgeNM2BMney1+DqZIU9FA/cpcj7D5H31Djlg0iByfPXFo4yRZIlgInnSJQl2CoLRrVTuCOCjFe27EUlWE8hOODPJOPgHyCFrbyscd0abby6Vdz/S1yZHhsSQp6KJlKK4bR8D6dp4rkWQveGwqHORKCt5yO0VfeBkNUSR6SQV1EnUqpmK6JK0GK4dZa4fbTYy2mGh0vNMJEfITHrL1O8Too3PocGeog6+gxaDNPh3JePj08IzD5K0VyciKfZwfK2LGMCno87LyVvxJNEmhlxW4zhZanwf2Di+74om8aHkiZwm96vUQg/vifruRcz+QiSonA58uk6bjRwK4HC0EP2UnAQlLSrvo3GWEDovAw9FGWMK5Y1Ai8K25PmWDJlF4+VYJIXOLJRZHCNpN/KlqPdHSLh5OPr5MSTMvE1GjT1HXgynIEY8hZwco6jjT+8ifR+BmO6F5BR+VyImOB4tXBegOfIi2sFcRlZVnBXvJI2pJIylhSIZpp9BPCY5nB0Z9aVx8mdkc5mE5tkpZJvPFCSADacWcnsksVNHwuWJ5HymL8S5q8lx/os8aiqa69+I9s4kO5b9Muoc15P50F9M/XFglSQ9lCSJc5H6IW2hbo5OOI2cvSiFwUzwpjKTKjK55HLrhWMcWZfaKbExUg9tiqTVX0c7no4XnF5SmmjJMj6RzvDAZZCEksIhpHumxYCcN657FG2VE/LinGjnS4W6Ux1pgUnelwkVkyzj19NZH75bk+9lKJo0XyJ7L85d+H9Z5FtwMVm/OwlJjGuS49fsgybZC2SvxT+iSfkmkoQuJXu6pgm4ARrUu8Xz7N9Muyue43NoYqZFfiJ58qQFcTPg9Ip7f4YkslvjPacAdykU7F1IyjwJMYAp5J1T2hkmR5L0rGuh2Dcnkid4MuCm8KvpmEDtDnMi2dM36V9TNqP0PKn+tJC/g8bi8tHeBCUdQcHQXTX+0aJS9LDcN9p9A1naTLuU6YXPNK5Te2aU+n3NKHOv+O9fZBvS7vHfqkjFl+Zw0rsnFM1/kX9GMoiwatt8AAAgAElEQVQ/Umh3ElqSe32xfak9KcJjQtKld/VwlPEdtJAej4TJ19FY/xmaF4cU+4zO9qQOO03heC7atTNa9F5CY+YtcmiGc8h+HZuQE1P/irxYjANW6ynP7Y8ojXe4+4bxfaS7r5W+I4lnXfTCVyZLIxchZrEmwn4bkvQejnuPcfcj4vs8aNtyGHopB6GVfQ20PdsJ2M/dbzOzUR6JGArtGwRc5+5fMLPBSOIDMYuh8X0MkpKvQtvJpd39e2a2IsJofwzpV4ciqWPTOHcsOdJfkgo+gWJA3I8kgWXQ1nxtpA5Yt9C225DEfjaacL+MduyOBtV1Xpt78xPAzu7+uy7eyaLx9VOI4d6IVBczAdx9ipk9gFAhYxGTGoO2lyli5d8RmmS4mQ1BEv6YirrWRYt1GmjzRz3JtgBaLAYj5toR7dDdt230HFF+wjfv6O4vxbk3o32bI5XfzIg6uEqhHYkGIX+Eme4+p5ltjN7h75ADzSqozw9Dzlf/cPc/mVliGPOh8enkiJ9zFJ4rQRX3jDIeIecq/Td6r28jD8g5kfriSCTBz4vGyRtxDIk+OpWcOWlhBNV9PJ79TuTXMa2ir2YgRki0eT6y5/U8SMiaD3lxr4uYoLn7wma2HmKAF6PYK2Pjed5Dc2A0UoGc4O6LFOocg4SdE4AN3P3Fwn+jXdFEr0G66lcQI5yJ5skLaE4sZ2Zvu/t8hXsnkqO+zomY5w/d/UYzGxbPMSj6DWRfuQ+pRH8a5zZEEMhB5MUgCVDnuvsPIj/v9sDV7r5Kof5lCl27FpL250Zj55tovqyKFk5D8/um6K/d3f0dM/swEmpWQ2Mg0ScQHxpG7Xz4Ps1QK6TxOhLU9nEk+NouaLVK8T0mkSXEi+KlHI1W8yvRyvsfwvEoyjwqPv8O/CS+X0cOAXAo2iIeSl5hN0Sr5jbU6prXQ9vni8kefC9Gu75UuG67eCnbIz3jOUia3h6tyKPjmButyPOToyq+gSbRqeQ46yke9pNkNcY4NEnK0LNRZJjgE4Xzi5ONooMRYxiOJIzfN/FuJpKlx4nUqrNS0Km7S/d8J9r4Knmw3U9tWr2LkFT7L8S0Xou+6IBKRlnlAGWbVB1NjrNR5PCwG8S5qfE7SZST4z1UBkWioHtGk/Oowu/R5JADo+LdD0Zb+o4+J8PpjkWT+UE0TouB2W5DO6N/RFlPklPaTUO6+VcR80w7gycRk/kT8KmKtv84xsPZcQwn5yg4m5iHTfblE/HeDkK7qDvQuJ1I3nGmaIx3kSXstKNMKJ7iTjoxyqSC2Cfe73/Q4rYWYnbPoAUvwQ+Tu//68U7eRmqwE9CidxTaoeyOdj0n0cCYSG0QrSOijCnISJti4SR1StHmc3u8gy0alH03OXDh2WSQx0yy4bwGTRPfU/C/hxH/KR81u/BmeW9fprM7u+L08oXvZ8bn0ojBfgYxt4vd/eTI6D4TwXk+FWWOdPe1zMyQVDEWrbpHuPsJcc2pSC2wARoExO89gHXcff647r64d+EoawrSj34mrr8EraBD0EAbjQbgFUh3eTkawGsjw+BnzWwqkh5+gxygbgbmd/cNCiv7Tkiqfy7KADGle1Ec91vc/Yxo4zh3X9XM9gY2dfdd4vyH0EAYh2wHlwA7uftSlS+jB2Rm30AY8OuRcezfaEJMQ9LFpUi6G4kkys+SJ/gM9F4PRwwVAM8xxi8Evu/uL7SgnWlMrBhtug6p0rZDEvN2qF9vRoziqYoyxgFruDLKj0eJzocX/nsG6Zcvj76YisbEXKnPC5I7aFzMj4SBBHv7BrLTfDKu/2e0bX7EiG9HfbsfYsjfRru9NEGTRD0jynVXarUTEVPvkCJL9BLwkrvv3kU/zoPsAGuRU0k+hXTDk5Fgcjra1S2Cxl1avC5GdoGV0Y56qyjztHj+z6Nd9yFIur8F7QY2Q4bBj0Yzlo465wCOc/d/mNkmaMd1MJrvqyGGl9AuG6Hdy0ik5v1aF89Z1BZcjgSzI6Pd15f6Y+X4Od7d3+1UWL727pj/oxBvOAHZipZEDPmfcenzce451+4jjd21C8XNi3D709398EbPUpea5f6tPNCAOAIxptuRYfSp0jUj0Vb0CrRSz0l2hEh6y9FoUO1ITh+XJJZbqI3ANydhCEsSWOH789H5E9G2+2Uk2dWEFUAr63zkXcDyaCE4HRkaXyCHGU0GzIlkuOCtyAD1UbTInIEw0cmBpwwxfCme405giUJ73yYnQ0gLc9PW8Sbf0XFo13QrkjaSC/hoxMzHkQ1SI5CUNQZYMc6926DsYUiSuQ4xytvImYgS45raZDuLdpproszp8Xt1pFY6noJzV0UZSbd+Wbzn1KcrxPnlyHrZ6WjMDin2OZI6/4ZUb5ughfZC5LF5NuGEFH23PdmImIyTST+e6knR+dJ9DzZof9GpbsPSf2lneWf0wzZUu8FfS/Ye/QmSyJPkvVscT8a1D5Bx6E8iJvTzeIYdybv0kRXvKEmsn6EAXEBqvWR4XwMtJouSJexD0Bx9hcwzhhPhLMpzusnxcgmycV1HRi8lz+I3yTaf3Whgq0L6/w0Qz3qfjONPZU4jG3kfJVB4aKH6Llq8F0VCyaJkPHyNzr7pudtKRlDngU+qOBwxhaLHYhmpUuz8o8n43GGlIwUiepMcQXAMFc4spfI7wf7ITGokBU/IxKTQNvFRJNWfGwN6U6QuugQxphQG9jYy3v2ZaNdIJPE9Rja6JgPZ8lHPIKRfPIJsrJpaOpLBdBzabSxf7r8WvLfxZNzzvfF8Y9C2dzjall8d/1+GGMcrZBVII6ZeVrWMRxNoFBmm9+setHkKYghLIxXCuHgfx0SfHdjg3vWQtLkAGaGVdNmpzxNq46dIR1tk6vOiSXpJHAcTxvHCNf8gR/VbtXD+Q+RYLklllFQX6Z3PpGKhI7vZHxHH84XvvyiM54/HuHyaWPRK5YxDgsTdSFB6kBxZsOg09yY55GwCMKTPKXFtEqTuJiPYJpJTLE6Iz7RIfJ+Me0/lPk+tOnAY2m3NQILOzfFONgOGFZ5hny7GyKKF70m1MQkt7On3P9GCeiqyE5xMAzd9asMhvB/vYzSCad9NVpXuXxoz+8d7T2EzXo4++hZShS1TOA5veh60khHUeeDTERM4MI5bkI4peX6dgYyhE0v3HV36/XPEVOdAqoZ0fpnSkTzF7kZS9AVIx9ux6sd9ZdhfwoAnONl70bbrYwBNI0/IFH/iqijrBaRjHFIo/yTEsJ5CE2QTskRbdHbaDEljV0T/TCYnCxlLRu4sTva8OyuOC2MwjkUD/EfASi16bxeQA0Alt/q0+B2BJsIp8ZynxPPfiRjBxOjTzzRZV/IVqIHpNXlvMdDSTLSw3Eo4hBTa/ATdkHZKdYwl79qWQ6qoFG6hps+pRbeUDycz7LRolH0r3ozxdTm18WWuAraqaNsZaMd7Ulz3Gtkj9d0YW6/E2LscSeLr15mnh1LYEcb5ZJt4iuzc8yBioC8hgWU8EnZuowDxRQbDhGD7IxJm9iRUEMAxcd0k4ORSnfeX2rF2HK9G/Y+jObotmlMrIIZ4Tem+7aPuPwBfLZcZn9eRA8VtQ8nm08T42LDwfWSUtz9SE12M5nQnx7oYk4PJNi2PPr4V2KhURyfkXr2jP9AvNyNj5/T4PSdilJujgXEsMqJ+Hkkyl3jotsxsDSTB7RgPfpG7n2Jmw91941I9H0ET/FTUWfuhAb4AYthTkB5yuYo23o70ajeiiTZ3HEk6s/j9XbRobIJ08U+gwXI9WoE/VSgzOdmklGfrENKFu68T6JI1PSMz5ovjs+7+SkUbR6BJk4I8gR7oovh/tejHndx9+fL9pbIWbfS/C/1yC0LzjIzTayBdawr7eiXq0xTG9kk0mD36a/74PgcZZppQImWaHw3mS9Fi+QKwh7uv3qid8SwXkiX9JRCTmQe9n6XRVv0U9C5WdvfVuiqzoo7V0CJ6C5J4F0OG40WIPo/yj0N68hlkd/JdimW5+62FckcAP3P3YWb2Phrj8yJm+QRCoOwVl7+A+nwEGgOgMbU+ssl8DMVaSVLvg3HtfogBnogk2idLzzaWwOsjG8pkMo5+TrRoPRDfr0UBuRLdjPTY7zXou5WpRrCNA15z943M7J1o+3S0EOwafXAYOZ8o7j7SzPZE0OOHkU5/ITQHF0Vz80vu/n7UcSpi9udFc3ZCgIP94//k5HUoWqxTTtxXER86ut5zlZ6xqKcfhYTJXdHiun08++OIHy2LhIvPJ52+u79VuPdUJDQd4u4XFurohNyrSz2RXLop5TxCrddjYoZXkFNtXYYMKXsjaa8rffsvkGfYJ9BkfoKsznA0oJOEOxddeCeSgycVkQrTSte8hbaEkxATvwJNrhfJAcqSVHULkhQTFv2V+HyB6lg4I+KlDyOcYSra2KW+sBvvJEkGExEDmkx2bZ4Y1yTVyIj4fCGOlwrPNYGcGGMC8LWKupZpoj3LoAUtwfn+SAlj3eDejkBLSKK+E03KiWT3/WeQAPGDZsqsU0/yBnweMYq5Ysym3UyKeT4G6WCT9+Ox1HdCKqJurkILwxQkCNyJYJbF6+dBkm6y0eyFFoFFo56JyEi3COG2Hvd9GiGkzo339c9S36fjn0iweizG6TCySnEyGverF+69KD1/qZ3XF74nlNpahWMdNOffJDsTnRl1JUjjC+TsRcPQbj/p2T+F1IDPxbONQSofK7XjweI5IlVk4fdySGg5OdrxFFowJiJVb7L5XE4hamjh/vXRgvBM3H8ZYuSPo53Yqwib/gpwZAWPSTr9M+JZ34m+PxrZLM5GQAvohqQ+J31PxwOjQ/IzBH3z6IBHECRrZ+AvLgvyaYhJbuMZe3twqcwkveyPJKcXETNc1sweRvr3T5nZSWgRGZIw5e5+ZUUb3zGzOYDHzOwANFjeNbP9UMe/i6T0UxDjMDQYEiLk9+Q4GckZYiFywLKPIGPro1HeW0jn+k2yRDkfYoy3mNlV1OJT/whcaWZbufvVXfZ4F+TuywKY2V/QYL06fm9JSGKeJcoNAgnwa6T73QfB0aa6+zFmNhrB7UYBR5rZRUiq3R5Nkt3js1F70v9vowHdHXo/Pl9DjPs0NBn/iBaj9dD7GY6Mlt0mMzsTYc13QO/+KvR+JwOLmtkPgfnc/SYzM3c/BzgndoCPo3d6jLufXCp6gpn9AjHT/ZF0NwItCtsCK5jZgek+FwLj7FLbfof6+nSEDFkNjf8FgaXNbAOkthuHpN6Fyf4BICa6D1qoNkGMLsWlBxkBPxFtnAb8y8xOjzYdB4wKqbuIDlm88P3rcd0fCufSzm5P9P72iO/bIwY9FKky3zWzB9x9s8Cl3xf9vww5ucw9aBexHPA1db8vFPU8QkbUEM/R4Uvh7hPMbGe0Q3wG7eTeNrPraI7mRv08J5obiR5HY2QnpF59H3jbzI4AFjezI9z9mKj3UsTPBqExfFG0+QHEO0aZ2W5NtqfjwfpKQt+wIF18DKV32g4x4bsrrk8pvr6K9LnPUEffXrqvHLvlO0iCvpkcz2EfxDQrpV20zV2QWqRCMtQUj7cQ8z4YDZS3C2WsjTCv/yKH3CxKQSuigTwCSfJJ2hoddf2Ozm7IR5JX+BQWIIUc6HD/7sU7ur9Bf66HJvcbZJ1v8ng9FDg0rjsFMYy5kF79G9H/i6EF4rYG9Vd55XXL2k9Wg2xMTm7x04rr9qKA9e9mPx1MrYT3Y2L3iJBMoxAjnSPGzg9iDEyLPvwFsGRFuYsgXfhItDOdFM+Qwg+fXHVfqYw0JpKePqEtks1oDDmmylIV9yeb095ol/BnNPdOiff8NrVS/wJR5tpIEv4+Ylz7IcPgr9A4T3k3m5Yw476UmObrBLos/vt1fP42rrsK7ZavoCRFk9Nf3hp9eQuS9t9CO5A07ibHZ0r48joFO0Y32r1MfG5EbQyniWS8+ivkzG5nFq6ZD0EmoRoltCndjNTYlzj1+9197ZK+KelyD0er0vmIWeyE8lH+snD/AmgR6KRvL61chyMVRgpfOwkx6blduusOXVSs+l3qaes8z0UoCuAciIk9jaScFBPm92jwGIIajkFb46TPOx4ZVvc0s82QPhC0in/Z3bfpSbt6QyGR3IYmtSNJcWN33yJw/DsjY+xc6FmfBj7n7iuUykmegcl55W53PzH+q6sLLHnldSKvwJQX7l3K3Z8tnTsWMe9FkOR7tru7mf0Y7Yq2LN/TLJXG0VXAhe7+9/QfETseCQWbobF4jLv/u8nyJyEGcCGaF4MRI9ugm+3swEwXxz1CJb1Zcf1YDzuDmX0LqUHeRwzxc2hcfMTd34lr5kUL1ftIPbROYO4/i3YB/yH7YTwYZQyP6j6CJNoLUv2u3d7WaGcwlGyHMSQ47eHut4T+++9o0bgBCW1/RcLYimiudTxWF930ZHyOQ/Pws6X/F0PoqaWQND4IpT5cqHiRmf3J5XV6RbR7fTIcEbR7+DiyGc2F/Ff+iMIEfNHMtkF8YwhSKW2Lxs4PgP8W+OYiwN7u/psunkvUE8mlydXrLjTAOzwKySth8lIrHnUheUiPtjehGyfDjE6OOiagbcvuSKr6HhoQx5AhXh2rfqns3ZFkkBIz3EeWMlZFmN0DkdR8ehwjkX5xv7j/AQq6RbT9fIBseT+Bkl2g1Iax8XkD8OHC+UVQKIDi789Q8OIslfMPpH5YtV5dFf2aAhGNRGqUhAvuQKTEMz9BRmg8Sy0yZyQyal0Q7/vThToebqIdC5DRByuhwT1XF/c8QgFtVDi/J2Ko09AidA/aOXTCZndjLCcd64vkwFNJUp+TkLTidxGSWIShFgNr1UPGpPjv6Z4ZlHZkSMCZv0Fbi5jpudEceZ2cf3V1ajOAlePBvIMWxAPQ+H82xvJRcYxGTGe5eNenR3+PjDG5FtUewpchtdgkNJfGEhIrUlcMjXG4GIov9AThTR3XTEbj+27k2n82EkiKXs5v03x0zzko7LRL/92H1FENIbZk9Ex6xvHUPvPF5LSW0xCDnwd4LO67Hy2Ej5E9WN9Ai85mPR6vPb2xiU4bjCS9pFdNx8+JhL8trGvhmBiDyU4UZ8TAeCM670nklVm8b7d4cZtFGR9Gk+b+eCHDkERyLprQt1CbqeW/UU7R+LEC2oaNLdX1LIFFr2h/So/XST1ENgSW3fQ7DWC0Q9kB+G03+2/BinPDEVM4h6zWeIccK/5NNKH/EO1K+TXPKJSxCQH77KL++5E0syTa+l+CYm80umermAwrFs79JNqyOZIYk+52NHB8L8bXYmgxvQlJn/8mw/HuREypEsZYp7wUofEwxAg3if4+E+1ah6B5cmnFvefEO6h0JqJzCrnJSM9e3NoXnZWKWPhygLyp0c61kJrlICJYV9x7Fzmo1p00CJlMFgDS54KEQRUx6jmojeve8T2uSSn4Lor+/mu83z8DL8d/KwMXFOosqhA7ObWhcXwMORJnOp6Jz6YhtuQ5UFQhvhh130kOyPYu8Mv03GmOI2Y/NN7tPD0dq+59yNQLD7s6gsMdjybYLUjyXRWpTLr02KpTbjF2y7qI4bwYL/pLhcn4ZQT5GlxRRg22vHB+SLzwjtUcweWeRwvFo2QHiglIH34dMviMRkiI40tlXkcpvnWc/3YaiIi5LV34bxkyznos2mImB6mVifRspfK+Xq/PKq7dAGFpO0lxUfe8yCD4R7RI7on0w79AULfke/B5JLEuUip/ASoWjIp2pGc8kHCyoIlku8je8niMpT+Rox5OJ0cyTGnxKp13ejGub4/PKgbdcdS5dxC1MWCORVv3pF8fhXZQdXcXdOFMVLiug3EUzpXjrBd3FV5xvEm25TyEGO4YslPWW2RdfuWCVmjHXXSWWC9BwphTi9ufXijX0W47CYc/RPNvdyQ4zhNlFT3FG0rc1EbyHF84nkTM/hzEtw4u91np2TYkOxsmyO9TaM7uG/ffhnjWJshPZ1m0e9k3+nJFso/HSXQjKUb56DP0i5mthCT1XZBx4AIEL9rUzI5E28JPxQNuSQ6W1UzZVyBd3cOI+dyFJLvdQk98mpntEJen+CJLm9nS7j6yUNRCXsLtArj7k4FimGlmSac1CRnFUvKFGdHmjdz9FTPbHknoSyG3/0uirf9Ag/7XwNWBAirijOdGxmGQI9HtZpaQJxsjVRII3/5OtGcedx9vZlW66p8gvWwzdAKyE1wez/2AKUoh7v6UmS3k7lNDV703sl9cEfduDZzmtYiOV4uFe4UOtw6Zma2P9N7fjnNdjk0X2mQPtLiPQPaL0706vssqHhjp7pKZrVX4OQd6bwnt8FG0M9gFGSOvQjrTBxu0ewZiYtcGsmgX9A6O8S4i8ZnZrmjsr4ak8FOA2wJZUUULmtnpgJvZ3GghqOkHdy8iN1Jsof3QO38Rzd9PuvtKpqibp6Ed4VGo79+Oa5dFuvj7KtpxpSkq4e/QwuVIUAAt/m8gRtqBzPECTtzM/g/tBCaQETD3IMa4LHCDmb2KBK/isz1uZoOiz88O34BETyFUW5meRDuduRFD/kQ8bz06M657Be2S7kWL0ZbI4LsysgV8PK5/CAl5CyIh8V30/pdCO/JV0S64YRybutQqyaVi9ZqJXnCnUABoBZuDbOHtyJrTZNmboK33JmiVfIxs0U6OLintVnL17rQ1pAL9UfhvElLHXEbOSp5CkYIkgPvpHGvjccSMk9t/h0ok/tuMgoRbUe9gxDC3oVaneEm056h41rRTOKlw/J0Ku0E3pbiJRGxz5OxyN9nb9iVq7SA98tCs8z4vB34Uv5eji+zpZOlyGrUSeTqfMM0NdfNNtm9Y4bgBTbhOnrtI+twDSe91QxIUrt0eMaFXkYR4PV2obxAjvxtJnUMK5w+tOI4gJ8FO6pjKDGBRRhpfE9DuYTG087TSGEkqlAcQozoYqaa2QAx7Pip2wKVnL/quPERtHJjd0LyrkVjjvq3jHTxMjjQ6IcbQttTmBCiqEDtJ3DSxG+zOPCq0cS9khJ2E5vyFiNmn4yy0kE2KPvwhQk9dR47j3mO/lL7Eqe+AJPVhZnYtsugnq/TbLil4upktFA/XydOzHrn7rWY2LT4Ho4n81cIlVyG1S/rEq5EUq5jiPZfJEIzrNeArZvZVJBl8AjjezC5GC5HRGft8L/KOW8vMdnT3e4F7Q0q5390Tc+hcqZmhbflyLlTA0mb2GXe/x93T8x1lZk8j/dtXyVI/0Q9lTH8jeiZwzEUpbkGy5L514NA/igbdC+6+WbQ1oSB6TS5M/K2F3xOiLY3u+VD5nJk9id7Rq2ih/zDwQiBLvuvu95fvabJ9m1XU9QOkhksR/b6MJO4hiBldXK+82L2tihxV5kULZIqx3hC54e6DzezTSHD4lcn/4hF3/1ah/A8h/feeSP//B3ef1KA9g9EisBNiOGu6++vx33vu7qYolAmVhpkdiBx/bkDG7QTLTQHJLjSzbyJhZhGyBP5R9G6eMrOj3H0KWnw3BC6KneJvkNCzRirH3V904db/iBbNxdFu513gWS946hboW0h4PIBqiXsFU2RVEPOfiwqUSxM0LPwFLo72jEYL00VI7bNO4Vp3RWicGwlK86A5txLaBadx3WPe3B9hAqqgiUuih94ZDaY30Mq0ZxdlrYde+BSEewdNAiNL5oYmypJIekhM/emK8pZpUN0WSNedBveHkV5scuGadZFk/PlCmZugxWT+eK63Cb0nij3xInXICqFK3X2VUPtc7+7rxrM/6JH8ICbuamiruzIaII94A5ftivoGI93tF1C/XY9idq9VuOYUZHTcEW0NE0RzI6R/P6FwbVFNkeh1hBSZXlF/goJVkjeRJKNU3l8Q7PW6+P1FtEj+BzjR3cvQtW6TmS2MpNn90I5pPrRTuAolNh8X122PGNpHyGPUXeFyUwA6yMk15orP6cg4WKm+CSFoQySZfg7t7O5y991NkOFDkBrrSWSge6eiGPda+PCbiFGejQSDIm1KTmB9HJJC/40WjXui/k0Q4x6EQkevHTBK4vxeaKFdM8rYBzHsVdz9a6bkHRb9OEf0ybvRV28hfP2UYPg3Il5yGjkI1mZECjp3vy+eaRBKaLJrVT9WkZlth+IV/bTLi2vvqxLS3BUK4CByv56BjL//RfDhl9FiMgk5HK0VC+gK0fYNu9OOYs39dpChiXcUzg0BhjZ5/31ICv46GiQ1oXHj+7bkKIgpeH/dsKUN6qqLRCn8frzimhFokD2HpI0TaTLfII1DlXaEhI3fc6Ct3TPk5MZPIyx2s8+4YcW5ZyvOJSePt5Ga4G2q4aF3oYl5Hzm/6r1oe/zFius3aXT04J3dV+9c1fvs4Ri+CHm9Pk/O9/k+nSGMM4E3ull2l+obpGI8lZIzEZKSn0A2nwWpr455qtwutEgd2eDYPMr/PbB53DMMLURrxfdtkbpmKBK4boox0DABSXyOI+eKHU9tiOy3S/c/TXbyehbtVh9DuvGbCONrXH8dFblvqROKI43hVoyTKGt+tCCejoTEmxBPeIOA/VKIDlq4byUKCe27XW+rHqCbD1tXl93FfUXLdjk0bmLqL0cnTiJnVxpHKftOE3V10hcjyezLyGB4REywy0rXPEAB0ZLONVlnR6jS+F3McFS1yLxDrc1ieQqY6Sbqq8rZOoWI7146fxc5t+InkMT+z9I151OLUf8UklKWq2p/H4yr6xFTWyaOw5F6YFDVs/ZmDBKIoQbvphMyqUGZSb9+IQ08UEv3LFD6XfYsrcHHI4jkRGL30ESbVkR67XHxrpcs/X8mAgr8hOxF+ioSMkYgm9NRaPFbCgl0jyJHu1RGym70M6RXfxzp/reO8ysg4azI8L9H9v5+Fc3vvRC09gkKtjkEe0z9WYQspvm1feH4GlocUj7eLuGpdIZCHoxUPsuiHdzViKmPQ8LdTkg10xJdfr2jP2K/VNFdZrauS9/cHSrGrHi79F/axr+B9L9fQozXka1FB7AAACAASURBVLTRXX3qfaG/+3OUcSDaKqV4Dn9Dksp6JUTLklHfDmY2BG2zJjZZ50nIIPoRM/sVGmg/j/8mmNn30bYTtP1/wyM+TroGLWQNKZAmG6A4FIcU/loIDcI9TZmPElJobaQDTiqvZ+P3oFLRK3tBbeDuD5nZmq4YG101qxX0DdT3l8bv2+PcIKQ+6haZWYLSFWn+UAnMHddsSGEshtoFNH4uiLYU4/jU6NpL+vWjPdQ3Ddq0PmKoKbbL6sjbcI6Ka4vqmDmR9Pdq+bo6dBYyMA5HRvuTEfNL9HQcc6Pd2dnx/TeeVYS7I1Xo40g1OmeUc1WoGF6Psj6EmHfyAzjIzDaKNpwN3Gpmk1E/n+HubmYfjXuGIqPjfxD++7VCG5+PYw6yrrr4Prcp/J6OdhxXIqjsR5FRGaTuebKijzrZdZDm4bioczGkqtoRCXo/IScT6TPqc516ZaVmD6EtxlPoxSR949Au7ptRuH4+pEcnfs/r7nOZ2Y1Ih38c0vdNAtb17rtbL4BW+KK+eWt3X83Mxrj7UDNbEG0DjyO7/T8V92wU9w1HW86mJpPVD1X6EcT0P48GYkpi+xE0oB2ppR5Bi1onBlKoYxOkK90HZWxKNA1JOo+Z2eeRIWxzBM0aRKB/yLrfP7r7TwrlXoAknfPj1E7oHXwL4bo7kmq3mnqiQ+1hPasjZrcw6ospyJX9gfj/7Aa3u7vvVTxRoV/v+CuuL7um340W+8s9hwEY5+6rlq4rBvr6s7u/QTfIIvRD4XdHuI+Ka+dBBsghFAx8rqBVyRb2MWQfejPOrYR8GEYGWGENd58Z/w1C0uzQLu7fHWU9Ktq5Gj3TvIiRn4B8L8qSRur/7bxzaO9O4b4b1DM6vq6A5mcKl/0VtBvbwyuStLeKBoqpL1N13hvE+uhG2QugFX0OchTEc706Rvl/3H1HyzGlO/6iYpGxHFfjLjRhXkFbyBV72+4o/0yULGB04dxR7n5Uneu7xUAq7l+mmT4PietraEBORxlrRlRcNx/aQaQF7Xak/30HubZ3i7F0l0w+Ctt4N4zFvahrIQB3n1rn/w3d/Y6uzvWg3srYLl6KaRSLxbvofXW5WFTUMx5JqInxnYt2PYZ2dM8hhNLKaCc3He2SzyJ2Lu7+BzNbFanhOmKzuKJYFusag7y9p8TvRZHBtaGQF9dui5BAoJSFV5T+H4TscLvE5+3I0HwanZl6op2RmmhClLEsyvJVLw9suU13I76TYIvLIUHoDUJr4LX+Mi2lAWHqNQ3I6JhvuPuXW1z2YOAVr/OQZvYxd3+htMgcgZwgziTvBBKthAwb/0dWy/zN3X9RKLMK0fE6Mh7+1SMwUp32PIvQNX9MA9/MnnP3Jc3s5Ipy53H3veuV16CeciCiGvJAnZjZV5Ax7s/x+360LTU0KW71SNDcSjKzX6M++1vVYtzgvr8iw93lZOkXV+jiVrbvy2gXU2RUx5Su6STZNpJ2u1H3f5GUeQoai99HCdV37k25hfLTs+1TOF1e+Ncje5oOJhuL50ZIpxTa+Ui0I6xxMvRScmgz2wWh2oZBR3jun7j7+TQgMzsOhW84N07tggzjPwmkzDeQDewexMiXc/e3unoPZvYltMOZEKeGIBVXUyF5TdDaJZB0Pj7uN4Stf59AxjRTVk9oQHTqJozmVqjTv4SMHX9peFPXZRbhjr9E8Z8HA3OY2W7ufm35Ho9s9i7vyWWQcehUtLr+ns56e0Jnd5GZXYlUPq+XLpmADJzFbCsvoQXhDKSKqEeT0CQ418w+i2BjaRGo8tL7bUg1Z6M0Xs2u0Cm7+e+7uO5wJLVgZt9Bk/NdZNQ6CiFuinDODeP8MtRuw5v2QQi6Bxl9T0DQ12apSofaUjLBJucn21W+htqb/m9kryjbIHpC+yCj25LItnE9CsDVa6r3bO7+7Ypr70dGyC2QMfpkxFxvKFz2NRR6YpQrOukSUW4Nuft5YZdaFzG/H3kd6G+oXU5DTHMmmk/buPuxYZ8YZYo2+XRcd5i7TzOziR4Zhqgvoaf2XGvC/68cp8a7YtmX21Le4YMMwjORULIIek+XAgc0EuhaSf0qqZtZcqfeAq3KFyB1w5AWlH0fSgZwMBqUlyMX50WivvMBvMIN28y+i6zqi7r78mb2SbT9+1jFtRvQWXd4TuH/qlR7w919YzN70N0/3eAZilvqo5A++2P1mKKZGdLf74UklguAv7v7o/Xq6A6Z2b1JDx4D+HaU33KN0Bs+4u47Fa4fj/q/nHKvaWm7l+1d1bswNLagjmRPqbGruPsX4/8u7RV92b7eUFfPVrr2LgQUmAysgnTejtQwKaLnO+7+mVgANkN9MC7NAav2a+igKhWFKYTGYQjZMgj19XB3XzWpbRBv2Q6h1f6NUDxj0zwys0WTqqdBXzSjNiqrkR1pBt4s/L9zHCkM9/mtmp/1qL8l9RS/eyN3nwhgZie2qOw5XbHWP4akg9fQVvwC9OLXoD4CZn/EFO8GcPdHzGxBM5u7qJ81xY1eHsGSEtNyamPWLG6KMfN03LM02jFA11bvy9MXdz8qFqpDopyVkDvxEGoXlM+juBebIWv9fibHjx+7+52NKquQrJO+NS0iixQuf8fd9zWz0SbD2IeAT5aKfN3dr+niGavasTjCGZefraFNoIL+ErvAvwP/9lokRKso7d7eMrOPI7vKsulPl5fz7cBq3mSOy2bI6sd2iWqzM1EvqOGzlehYtIA/gsb3W2gHtxh5d/Ujk9PeGWjuvUFhV0NtNqQyOYVdYIHmd/d7JM8o8xLwoZDSO9Q2Jo/fzZAQ+TtgITPbEenGu2LolWojSrGp6tmjKubqqwit9FWkU2/Fjq0u9TdTXxutWjea2QQkPbfqAWcCuPs/TF5cK6KYxO+bktX+H9qqVtG77v5eDBRMybHfA+4wJYdN+tkvohgVjbY3h6KgXE8gJrksYrQLIG/aTmSCdy3h7keW/ppKDjh0IZL8/kZeUBaOZ/0WUvEciBaGNeL6ehMyUQpEVCNZF+huM/uuu58BPBsT9FIkAc2DJnSRyu7SQLXEVaLL0GJ/Y512NEWuJMYrIff4+0wJvf/ukci8RVQVmKpGpeDuM6yL5N49oKrgaAsgqNxi5PRzvaEuny2Ru19pCo51JFJ3JZXXV9GcXtDd94vL/2IKFbKQF1AfXhF+oQmabGbL63Y/L+bVvmjMdahtYo7eDNxsZnMhNe8uSL06uLroDmpKbdSA0lw9GyXg2AJBL2+i++kau00DZigNKXEXBIUajdy7T+9FeWW4oxV+z4ugRXe5e1m6xMyOR5L9bogx7ocmyk2lS3cEvpB08Q3aMg/SxxnSxzXUpYV+/qdegjmZ2Toond02FpmkSv8/ivTjZ3vnLEA/cvffdlHv3d7Add4Eo0w46yJmfXFkv7igtJMZVlFMl0YhK8HneksmxMN2CAI6Fb2Hn3odiGcv6pmHarsKZvYHJFhcSK3RttdtsBzb5dsIztowtksP66h8NhMscCckfV6B7C57IVXMTHdfwcw+R47f0onKi3ww3X3JKJZbEKjg/dKtmNlySI0xFKlznkPY74452UiIMLP53L2Trax0zT2N1EZdUczL28lG2uvQLqYjVIb3AcCgo/6BYuodDVDC582Bnb2L2C/dLHdPpFpIjGYThBfvJC1HG76NJPHPoK3l/J5TsiWUyIeQFHwPtZLotqXyGurdK+rvhDMu/DfWhY0/ChlSUyLsVG7DrWQjMrPfIKmqoWRtwqxvFD8fRR6D6dpOMXV60I5jURKCXiXVNrOhSEr/MjLYnenCQX8cuNPdK6G03axjfwSRfS1+LwLs4u6nlq6rgpt6D1RKxTKLzkT/QPFsmnUmaqb8SqN0yWb0H2THGY4iNC6AdoSTkJfncORstB5S31QUV7vIm1ly5Etz81vADHf/Tp12DiOnvCvv7LoUIroiMzsV2ee6G5sq7c7uR3PkWGRb+Sra1Sbhzss8o5U04Ey9L8nkdZYk0bu9QTCtwj0PIR3a5UivZgjNkKgc8AgvRIirp3f3BnGyzexxL+X9LP9nyqZepo/QeTfRFHwyym5asrZs6U87n2WRofTThWsWRtvxDtwwihHeSZItlT0NMYd3yQ5O7k1Gy7PIV2pmw5H+9r9JGjOzbdz9CjP7lrv/s3FJTdXVaVdhDfKwtoqsl85ETdZRjI0/L1JZjvQCBDEJIKGifBtBKg9Au9w7EHRwPFpEu8SZR5lVOPvKfMKhHtqNzkJTw6iePSWTV3iN2qjBtRPJcyTRkmg3UbRV9SnN7kx9STrD6zpte0oGw0UR/Gwu5N5vcf8gZCxcrnDfxsBz7v5E4dzDKNJh0x1rZuehWO9nlM5/GwXC2qnOfSfSGT75IlI/LeSFcKytJhNyYW8v4ORNybnHUStxre7u21cU0cq2PAJs4aWEJ2a2F/Azd1++hXWNQc/k8XsQihP06dJ1SyGY34Zoot8OHFRWk3Wj3l45E/WwzoVRfJ9tTc5Wc6Kd72auqIlvufv8ZvZDpGraAzH4FMnxReBaF6Tw5wi48Et3H1WqZyTK2PVE/F6OQuLl0rUj0Ly8B6lMQX28BMLTH9XT3av1AI1Tp5x5PSfqvgZ5ek/vSshqFQ1U7Jc+JzP7LWJyD5Jjxjg5s3mRqgyGv0tb5aTzpnNclbdQGrVtCufGIQedhnr3Ev0AuMQUf7qcFen30YYqxviFEjO5wgrwyXqVWS1+GtQvk5FjSFNxakKtUXb7X97di/Gqj7bsMt2QQo1RkxW+G3rHgxECaCsPyKCZ/QT5QWzSZBnN0nXAf0yYbkfb604+EMhI9m80oUExgM5GqsZuk1fEdukHegtY18xeQlK5oxCxE83sHBSHfxhi3guhBWd14Ah3v8EEjbzQFMdlCzSW/0LePSc6DBnZi1mN6qk65kUQygM9h+M9jhx/vSNjkMlofhidBbt66pmExpkXzb8Hoj1DETJuozr3lWkEWsBAfTgagRqS8NVnOwvoZ6ZuXSACeqMfrqDtUAquTk4DFVQFxUsMfWE0WP6IBtOS6QJ3vy+2Z0UaDDxkQl7U1bsXyd1fAjYwwRKTbv0qd7/ZzI5GzlnbVNy6pPUMPlkvENHPTGEJOnnylRaCOdCgfbl02dtmtpG73x731AS7qkcmx6aDkE52NNLH3kk1pK0TufvVZvYucI0pJvZ3kCPLxq3UOQf9CIWP3hc6YgJVISMWd/eiXv3vJpjdLEtW62E8CI33eVCWp8lxze6FW3ZG43UjJDW/BWzl7gfE/0lA+jJKfXhZ2IZqyJWWcEUEkU3ggnrz9p/IrjBP8JPd0G7iIuQUWBQiEgrlDJpAVXlOAHM+8D13Hxu/V0UQxYYU6t4lgflMqSYNLQyPojg1PUrS0l3qb+ejos5paWRBN5Sh5mkP9+IW1XUN2tJ1qXusMBjOgyS89RHz+jjSLw73CDpUuLdGH25yPulEXp2ZpVdkZluhQVsDn0Toge+6+5+6Wd6iwI11tr1FuOV0FLXuouKW0mqDXYHe755eiGVTp96xiAnf5XJsWhlFLKxUOzUoZyOE1hkB7Nhf2906bbkR4eWTdLYL6ov/G6g2dUWlsTsdqTP+Bmzv2Ruz6r4/I+jovaXzVyJ98hcQairF4V89/l8XeCbZusJQuwMN1ChhqD4Jhfh1xEQnu/vH4/8O0IFVIMaa7Icqu0mXCK1Y8PZAUv69ZN36VBRsrqXoq7rtGAidemxdL/dAO5jZlkiVcGgL67gIbQVvolZirvIoLRoMV0GLzBS0ut6MjI8HN6vzNuFak2riHm8B3KyegQhtL5uGTzZRT7eNfma2uxdQRaF/BU3ic9x9ly7uv9eV3Wk08FlX2rKmYY6WQ+QaWpDfJ2fBaqm+OSTK4+jsbbhc6bqlUXyW9aNtI5BOvddB6/qSQtr8DGrzvchT9Gykfug0j0KKvRYJPi/HNa/H/eshfPhYV+TPjyGnrOvj3pFo3ic1yvlkNcoqXooRE/c8EddtilSGdTMGWQ8RY6EmeRM58zlSnS3Y1Tgu3L8DsJNXBwtMbWjKiNwTGiimXoW5vs/d16l3Tw/q2L3qvFdAGkv3JT3aOQiH/YyZPYUkjvforPOuSVFn8lr7HZKWDaUcO8zd/9vL5xmBElWMRRMlwf/ecvcLC9f92ruZjqtw7+eBn1fpHE1OWPVoY+BwL/gZmJxCLkGSWKfYIaWyL0E61B8glcurKGH0Vt1/ir4lk7fokSguzTao3eadHcc+cBRqsCOQIGNotzqT7HDWsUt1Ofn9EaWoWxUZUDdFyKt947I5USatd81sU6SbPsczHLQD4RLS/sseEUnrLeoxDneOsuqG843fVfYhLy/AFXXMSy1ufjhSHzUtMFl1sMBiI/pscR8opp7CBRRXwo3dfYt+b4zaU3bBHkweNJOQJLwakuKTzvtBd7+5oqwHUMqvSfF7caTS6ATP6mYbOyLL1fte9btOWfUCET0P7Obu4yvuOZHqxAHXIR39EcC/3P2keOarUTz4H3fzOTdB6ptrvR9C6HaXkkBi4T8Q525z98/F9/5w5+8TMqGINvCI1WNmiyGmPF/FtRsiD+AFkKv+40ii39vdt4lrRiPhZwgaJ5cjO9dW8f84FEd9uilu0Pc8jONWx3cjBIBPo0Wk4Q78f5UGCv2yC5J2LiEjUpra2jRLzW6Tg4ou2PMi1cnD7r6pyatzFwSheta7TrYxR0nd8goyLPaW/mkKPHYlMKdlo3M54lzDCHRBW5d+1wQiqkNrem2gsoS0+SmACSN+jcnR5ytIsjmpq4aYHL/GpAncF7aHFtM70ebHzOwAtIP7SOH//nDn7yt6llo/jGnAi2b2PeQ9WjRenow8SGea2XSUEOIYpP5KNDMY9vbAn9z9ZDMrwhnPozar0W0AVpsVqUyXkjNbdUnWRGCuwrX18iuk+7qtMrHq7FnJl+RQj5jtraQBxamb2YLNGDJ7WHaPt8kmF+nLizsHMzO0m2jIdExOIkOpxY6PdffDe/Qgudz9US7I19AO4nk0WF7rrqTew/ofpk7iAMtwyw8hlNBN5OxHXbrGm9m5KBBTr71T+5rCuPcwsrv8Eu0qjnf3uyqu7XN3/laSCaa4GorF42hxXgHZKEAGv3nieAsFfPs1UsF8Na4738Pz0pQs4k8oB+k27j6xLIFbF1mR6rRzbhTKGuQA1ymcQFzXVDz3wvW9UplYNew4hVQYjgSyndGO9xFgX3fftFGZPaGBUr9sgKzqC7p7Mc/ifl3c2p06Gm6Tu7h3EWTg7FFGo3i5Hens3P2SnpRTKvMJZEScbE2k9ettfRX1100cYL3PwHQz2h3dQ22clD5zpe5Lsj525+8rslqEUydy96OtNrTwEsjOZMhZ7x2EmjGyoXQf5F16XggCO7n7b3rRxk1Rnz4Z9XwC2N2rnQrHkgNzrW4RmCuph1pNhXnwEeSFfjOKHQMK5b19XHeXu69ndbxme0sDpX45ATkjXA7g7g+E9buV1NU2uYNK261ByEvzmKpr65HlSIt3hGR6cZzf2MyW94LXaQ/pQYJ5u3ufhu6sIm+QOMB7H7OnzyPX9Za6MBQXs0UV3flX66udaF+QV4QKNrP50QK1dJx6Hu0Wv42cjkDMdX5iQS5J2B26bpdjW48ZetAfEOLskWjfSmhXXAVdfDuph0yIrJRariGFUPZbxC+MJlFUhR3Klcir/AUzuxPZGr4U/Ki4S+gTiXrAPEpdqJLiqR6HXK1DP0AD7ftom7wZgihWUVHHPB14yd2n17m2Hv0JeZ2WqcrrtCc0Axhtgl/2m4HIzA539+Pj57beIqRNkT4AenQQNPEZxEDupr7t4lD0fn6OnLnS+T5z528VhYH7cGpT9X0aMdJkS3oWBap6C6kQHBlD50T98zThNGbZL6WGukKfdEFzJYYeZT1qivJYRfdZ43ju9eh4pC56uIdtHOI5kus3UaaqLVF47LuAXU35fA+oc3+vaKDUL32aZ7Gbbakx1FlnF/oa8jr5LutZ6+O/DhVQL9rZI4hmb6m3SJsuyq4yIsEsyABNMV5S5q6hwFXAee5eNxzDB43M7HqUVOaHSG2yO7Clu3/MSomu0ftZwxTaYm3kaXt/0ZgY6JlE86KQCYu6eyOEUL22HeDup5jZWWjMpOBs30QJcrqKoDiE5gNz3eGBde8JmdkpKOTF+eiZDXjc3StDEbeaBkpSr8qz2DJ9encotmcPWHa372luy3kb/NcJEtZdcuGCmzIQtZiszveq390id++TPKJ9Qe4+AznZXBuG9F2AW8zsGHc/ufHdHxhazN3PNLODYvd0q5m9HlJlCmC2PNqJLGBmOyN1wp8QU1/azNb0CNjlndMY/ikADN1m6ihsxykIP34AEgQNGSDLYY9XdvfxVhGgy8zWqmeALdB9ZnYBOZcA0HwsfHc/IFQ4n0MQ6INaYVdrlgaKqX/S3b9ZPGHCvd4xQO35GPCgKV5LTw1191rOEtRBJq/TXsd8qDIQmTw5+yzYfpDX+d7pdx3r/+sI/TPLoj6apWDmX0YMfQhyV+8X1+9+oiQkvGBmX0b68zfRYvaJQCltiFzhhyJp+QakGtwW2a06AnaVmOocSE3Tq4U87Dh/oHEqvENQzuGqa+qlySvSQki9VMzN6nTjXSe7mim65p6mfK8tTZZSjwZK/dJp295XULwm21MVryVJxUX9Yt28mWFZv4QmvE572Mb7gW+UDUTeg9gW3ay3aaSNmV2FdM8p7MKmSIe4Eoqr3ut45gNFphyYqwLXINhenya4Hggys60RVvwTCIe+EDJi34HUpIbi86TgXqPcfU0zOw55nP4HuLegpimG30jxgn7nPUi8bMLCV8WfqVTVhVp1fXfvd0GxZGhNWdgcODcu6RIR1hvq7yiN6yODy+Il3fVCtDgZq8nV99s0wZS9NsnFYOQw9B8U7H8LhIT5JsInV5I3iLTY64cRdcdA1DLqJtJmJorZ8RJ0LHSnIcltOFkP+kGkb6HFbSXg+x8kA2hXFHNlH4RJXxJljNrMlAhjSyJiKRr/ycV/CWAxM3saSfiXovnW4WjnpRykUd5OKGphd2msdyMmUahVf4+EjKYogQJMyUKqDLzNghJ6a2jtFfW3+mVulFV7Tmq3YVOphfq0gv5JF0zZ5PjwGxS865dxz2A0MKe6+9fN7Cuhz/43cnVuSO4+jCyptpLuM7MzqTUQ9Usoz27QkMTQgyahsK1TzKw/9P99Rj4w8cz7i/6BGPNtiIl/ypSPYBjKCzAKLV5bA38IweVMhPY6FsUimoiiUh4U8MH90QJxGQonsD8ywD5Allj7mq43Bde62JtTSST+cF8v630Jod0ebsEC0W3qV6ZeML783fs+Wt0KTTDlU9DAXBg5Cmzp7neZQr8mhvmaydX4RaRHHSjaF02MugaiWYBuC4xugj3uAAw3Bfd6rf5tbRpg+pRnB70zEexvYRTqoSZ8s5l9HyW7GIy8NA9HO9uUJOM+JHi8imLifzeumRvYzrsIw9yALuz6kk50CArRMN3M3qGLXZUr7eEgYFV3P6yH7QT1wdZmlsIDJ5ot46n/yd1/YLXB+Duom4bJrupKGcGHI2TNi8hLtJiOriMSnJk97O6rFP57GnmjrYYkkAWBX7j7X1vVxu5S4Ihx93JyilmCTDqJHZAxzVAKt4ualJLaNEBUBVVFiddXrnP9G4hxLYtc3p9HoQMWQZL9m4VFYhARItfdO+X3nZXIzOZ0xaq52XuRvNrkWboeynOQ5mqf6tGL1N/ql6Q6+H0/1HW6yd3/F8hzdUE6Q6mKCS86MvSEkWW6y7V7OE14ofUVBaM8EsG4LE7NAE529255vfY1BfP+bxxt+uDQ6mY2Nb4ng7glP4IKyfYx5GR1EoqB8zzywv6Su4+JRQF08wwzmzgQDN3kD3MWivg5s6vr0Q5lLWCUyYP4QnqAWHH3Pc3sIHJmqAvIsaD6nGbrxNNdURfIjgVmBT2qmR0MbIXCkk6Mc8shA+S17n7CQLavSNZD9+o2zXpkyhdalcJtawT1GxK/Uwq6Dr+JwryC2rnVr+PBzL6AAvmthxj0370irHTh+pHuvpbVxjJKyVealrRLII3FkFC4HLIxnYfQUz0xFjdFAwVp3BA4ipwQNnVaryViM9vV3f9ldTxDvY5HaEU5v0DS+wXUrtatzKPaTDtGofjsk0vnF0eR7bqVpagvycweZwCt/m1qHVn9IG3rokV7TmAMyuh0Bwra1edzw5Qz+Cjk2ANwK4LL1gvVm+7ZBUWLfAaFDfiXl5z3zOxZ5OmeIIhF5zrvBu+4EIE0vkEtSOPvaOcwtJuosm7RQDkfnYkywN9P62O+LBCfvfVWTKvy/oVzTv+rYuYqM3SQXr0/II3dpJfaDH32IO/a7X5u5IexAZorZ5jZa+7+qT5u2lnAOGDH+P0tFDCryvEthSrYNa4bhZA3G6EQCJuWLh+E1LRVntLdkX47QBrAv5ED3l8QnPNW+jiA3UAx9dfd/Zq+KDgZMr0i4lw3aRUvpa+KbVV/U6PsP7NaZqBeuVe36QNF86FcposjpMzzCML3WXe/uw/rXd7ddyj8PtqUYakTmdnFKKroP9EOMgXZusDMqmCLL7TITvW+mW2OdjQvIOF1DmBZb5yIpiU0UEx9mClE6cXUTv6uYjI0TaGe+C6lRM3dsECPQEaTrs71NRWNWEUyGsebGQjqtXt1m2ZtMrPTka54GkKH7QX8xt1fDYDBffTtHHnbzDZy99ujPRtSADmU6JR6zn9enQ+5V7GMCnQ6AmWcg3YUayLkXJ8zdBg4pv7Z+Cx2bDMxGbpDlyFnihvphorHlE19SWA+M1uT/KIXQqF8+5X6UvfWaupqy96m2YKWRvDFxxBzf5bwQQgvzr7mKfsA54Se3JDj4B7FC0zZqZ5JDN3MdkNQ26eAoxro/v+vFQ1097+hJEAgjH6/0myLfrE62cibuG93NEjWqXfO6AAADNZJREFUodazbBqynrelzjpkZkuhmCEbokX6dhSh7tkBbVibWkamnL0vIEz6OcgTdU7EXGcA77j7dv3QjoUA3L3TLjYglV8IT+aNUQjcA4E1kFq11d7rsxT1t/NRGZHiyDHh9gTXa2FdxwIj3P3qHt6/g7tf1Mo2ze5kZjcgw1DyR9gV+Ka7bz5wrWpTK8kU2Gwoit/ya+TVvCbyGJ0JLOV9HJHTFEGyHNPpmML/HWnizOzPwMvuflT87pGw90Gi/mbqVTkQF0XxWY5y9/Mr/u9pXdMQEuZdJE10CyNrCrO6A5118rOUw8+sRFUT5n9hEv0vUYQJ2AAhSN4j4IzxObZJJ5/e1P8XpAbdDKk4voY8xb9duGYcsEZ4h45HPh7D039eJ5lNC9s4j0eqx0bn+or6O/ZLJSLFlKj3RgoZ6FtQV28hjZchKNL9FIy5bWpIk81sV7L33C4oLkibPsAUntkrIsl4Q+RFui6Km+QIYbJyXNvXKRY3cPehZjbGlQj7D3Q2xJ+HYkxNRkbU26JtK6A53dd0J52NxVXn+oQGLEdpkUL31SrLM9BhFR/t7m8Go1kL+JMru1EztJS7f6mVbfofoJSd5gQ02UeQ8f5t+gCSmX0HOAhYChiNvDMfdSVV7m00w55QQrq8ZWYfR0LDssUL3P1XZnYTSn5zfSH20BxIt94nNKuALGYJpm5mn0dR3VpJpyE44OrIAp3C1lYlxKiiEWa2mruPbXG7ZluKBbNlQdnaNEvQQUgqv8sVY31llAkJ4MPufmI/t+dKUzLp3wEjkfBwRvkid7+r4lyfueYHbYFAFkshz9RE06hOSt8n1N869bF09sxaFDku7NYoLkMP6kpxHI4AnnPlXmw6u5KZPYSSBkxE6pekkx/a8Mb/QbI6MaMT9fF2vE19SGZ2r7uvGw4+n3X3d01hbD+JAuVtSgnf3V+hNMLuNW+jEAEDQQMNsuhvSX3r0m8HXukjUP40M/sJcg/+nCkEaHfc6rfsgzbNrlTchh+Nokq2afagZ0MyvhS4wcxeRSFlr0UhM+6nFCOFPgilUcCevxi/O7DnZtYIez4QdKWZfYMBAlnMzjj1j6KAOve6+21mtjSwqbuf040yNgJWdPezw0N1wVZDL2c3sshbOdDtaFPryZTLd2EUHfQ9MzvN3fftp7o/MNhzM7uWDLLocHx090bJsltX/+zK1IGUR3Hd+HlPd/CzAb9cB/iku68URpkL3X3DPmjqbEPdUXG16YNBFcLNR919bKDWOlFfSM0fJOx5f8AmG9EsYSjtCzKzHZEx5Ra0PTzZzA5z92YTOHwVOVWMBHD3582stzDJNrXpA0VF4QZFQ5wLRRpcFEminULU0jeRTAdZZCZC7vzfK/w3q/GxAQVZzGqd0Ur6GbBuks5DwriR5rPyvOfubmYe9y/Q1Q3/qxSOXmnLN7/VZtFp2uGrTbMkVQk3z8b3ZRvd2GIaaOx5d2gjYA8zGxCQxezM1OcoqVteQTjVZuk/ZvZX4MNm9l0iZnQrGzi7UAscvdo061Jd4cbMvgrcnNAnYVDd1N0vbXUjBgp73kMaUJDFbKtTN4X2HUr2btwJGOPuP+pGGZujMLIGXOfuN7S8oW1q0yxMZvZD5E26OXAcEm7+7e4n1wkL0TaUM7Agi9mWqQMpZ+ZGiCkPd/dLmrhnBWAJd7+jdH5jhHd/ok8a26Y2zWIUXt5LoRAAnYSbcNUfWrpnrLuv1u+NnYVooEEWszVTT2RmgxEevsuHNbMrgZ+6+5jS+XWAI919mz5qZpvaNMuRmd3v7mvX+e8sFEv9z8imciCwiLvv0X8tnPUoHLXWBEamXUvVAthX1B0d8weCzGw9M7vFzC42szUjYts44CUzayaWy5AyQwdw9/vIGdTb1Kb/FborHH+q6EAUqfEC4ELgHWpz+v6v0nshQA4IyGJ2NJSeguIsLAzcDGzp7ndFzIrzyHEr6lGjFHHztaaJbWrTB4Y2A/YxsyeBNykgOcIT/McD2bhZlAYUZDHbqV+Kxhsze9jdVyn816URx8zOQxb9M0rnvw180d136ot2t6lNsyKZ2TJV5939qTAAHk7nhBWtTEv5gaSBBFnMjpJ6MUh/OSFtMyvYD4BLzOybyLkCZPSYG2F229Sm/xkK5r068Lk4dZu7PxDfz0Wql61R7tDdgZf7v5WzFpnZsqifkkF5PjMb4u5P9kv9s6GkPoO8TZwPZbcnfs/r7k0F9TKzzYDk6vug18lK3qY2zc5kZgcB3yUnovgqcHpAGu9397WLRkAzu9Xdmw1vPVuSKc78Bu7+XvyeG7jD3evZJlpKs52k7u6DWlTOMGBYK8pqU5s+wPRtFHL3TQAz+y3K4nMyShMJ8IIpb+jzCAL5v05zJoYOEMHP5u63yvuroja1qU0fSDIKkQbje4r1cqyZLQwcipj8QsDB/du8WZJeNrNt3f1yADP7CjC5vyqf7dQvbWpTm1pHZnYI0pUnx73tgH8B01ESmbHAmRFoq02AmS2P7A0fRwvgMygJ0OP9Un+bqbepTW0qk5kt5e7Pxve1KHhmAycBT6GgWlsCT7n7QQPV1lmVzGxBxGOn9Wu9babepja1qUxm9giwRRmxYWZ7Aae5+zzxe06Uq6AdQz8o0uztwABlPprtPErb1KY2tYQORunrVkwnzOzHcb4jgXNb7VJJlwFfQSqqNwtHv1DbUNqmNrWpE7n71Wb2LnCNmW0HfAdlEdsYmFyKmT9f/G7Hzxct5e7NhCTpE2oz9Ta1qU2V5O43mdkeKHvYCOD/3P0doCWw4dmYBjTzUVun3qY2takTFbJZGTAPwqQnOGNbGm9AZvYQQgYNSOajNlNvU5va1KYWUqN4Of1Rf1v90qY2talNLSAzW8jdpwL9CmHs1I62pN6mNrWpTb0nM7vS3beOhNNJdZXI3X25fmlHm6m3qU1talPvycyWcPeXBrodbZx6m9rUpja1hh4wsxvMbE8zGzBDcpupt6lNbWpTa2hJ4PcIy/+YmV1qZjuZWb9mTGurX9rUpja1qcUUoXa3BHZGKQFvcvdv9kfdbUm9TW1qU5taTBFP/SHgYWAq8Kn+qrvN1NvUpja1qUVkZkub2WFmNhK4EnnffqWr3MgtbUNb/dKmNrWpTb0nMxuB9OoXAue7+30D0o42U29Tm9rUpt6TmW0CDPcBZqptpt6mNrWpTbMRtXXqbWpTm9o0G1GbqbepTW1q02xEbabepja1qU19TJHntV+ozdTb1KY2tanvad/+qqhtKG1Tm9rUptmI2pJ6m9rUpja1kMzspmbO9RW1k2S0qU1talMLyMzmBeYHBpvZIuR46gsBH++vdrSZepva1KY2tYb2Bn6AGPj9ZKY+FfhzfzWirVNvU5va1KYWkpkd6O4nD1j9babepja1qU29JzNbF3jG3V+M37sBOwBPAUe5+5T+aEfbUNqmNrWpTa2hvwLvAZjZxsBvgHOA14HT+6sRbZ16m9rUpja1hgYVpPGdgNPd/SLgov9v535erKziOI6/37nQhdJGUXeCIiJCkkkRKeaPP0A3LoIQLch2QUi0qrVSLlzMQtRFpSgopCi4MM1WijqWuqkgaKMwYFAiosO3xX2uTMM4Ts716n34vDbP4TznOc+5l8uX73Oec4863K9BJFOPiOiNGWo3Ud4AnBtzrm8JdDL1iIjeOAxcUEeA+8BFAHUJnSmYvsiL0oiIHlHfAhYCZ6vqXlO3FJhdVVf7MoYE9YiI9sicekREiySoR0S0SIJ6DDR1gXpE/V29pZ5u5jB71f869e1e9RfxvCWox8BSBU4A56tqcVUtBz4H5vfwNuuACYP6mOVrES+NBPUYZO8CD6tqqFtRVcPAT+pu9Yb6i7oVHmfdp7pt1X3qtqb8h/qlerW5Zpm6CPgI+EQdVteoh9Sv1B+A3eqv6rymj1fU39S5/foCIsZLphGDbAWd3fDG2wKsBF4D5gKX1R+n0N9IVb2ufgx8WlUfqEPAP1W1B0DdASwFNlbVqPoX8B6wF9gIXK+qkWl/sohnlEw92ugd4HBVjVbVHeACsHoK1x1vjleARZO0O1ZVo035APB+U94OHPz/w43onQT1GGQ3gVUT1DtBHcAj/vubnzXu/IPmOMrkT7H3uoWq+hO4o64H3gTOTDbgiOctQT0G2Tlgpvpht6LZ/vQusFWd0cx3rwUu0dkCdbk6U32Vzv4cT/M3MOcpbfYD3wBHx2TwES9EgnoMrOr8HXozsKlZ0ngT+AL4DvgZuE4n8O+qqttNVn20OfctcG0KtzkJbO6+KH1Cm++B2WTqJV4C2SYgYprUN4Cvq+pJQT+ib7L6JWIa1M+AnXRWwES8cMnUIyJaJHPqEREtkqAeEdEiCeoRES2SoB4R0SIJ6hERLfIv6AKu8sQ8n7sAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"df_country.iloc[:,-1:].plot(kind = 'bar')"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [],
"source": [
"df_country['1991-2000 change'] = -df_country['1991']+df_country['2000']\n",
"df_country['2001-2010 change'] = -df_country['2001']+df_country['2010']\n",
"df_country['2011-2019 change'] = df_country['2019']-df_country['2011']"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"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>1991</th>\n",
" <th>1992</th>\n",
" <th>1993</th>\n",
" <th>1994</th>\n",
" <th>1995</th>\n",
" <th>1996</th>\n",
" <th>1997</th>\n",
" <th>1998</th>\n",
" <th>1999</th>\n",
" <th>2000</th>\n",
" <th>...</th>\n",
" <th>2013</th>\n",
" <th>2014</th>\n",
" <th>2015</th>\n",
" <th>2016</th>\n",
" <th>2017</th>\n",
" <th>2018</th>\n",
" <th>2019</th>\n",
" <th>1991-2000 change</th>\n",
" <th>2001-2010 change</th>\n",
" <th>2011-2019 change</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>Afghanistan</th>\n",
" <td>11.218000</td>\n",
" <td>11.293000</td>\n",
" <td>11.442000</td>\n",
" <td>11.470000</td>\n",
" <td>11.477000</td>\n",
" <td>11.499000</td>\n",
" <td>11.480</td>\n",
" <td>11.472000</td>\n",
" <td>11.547000</td>\n",
" <td>11.517</td>\n",
" <td>...</td>\n",
" <td>11.534</td>\n",
" <td>11.448000</td>\n",
" <td>11.387</td>\n",
" <td>11.313000</td>\n",
" <td>11.184000</td>\n",
" <td>11.057</td>\n",
" <td>11.118</td>\n",
" <td>0.299000</td>\n",
" <td>-0.028999</td>\n",
" <td>-0.370</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Angola</th>\n",
" <td>3.708000</td>\n",
" <td>3.740000</td>\n",
" <td>3.804000</td>\n",
" <td>3.816000</td>\n",
" <td>3.819000</td>\n",
" <td>3.829000</td>\n",
" <td>3.821</td>\n",
" <td>3.818000</td>\n",
" <td>3.850000</td>\n",
" <td>3.837</td>\n",
" <td>...</td>\n",
" <td>7.400</td>\n",
" <td>7.331000</td>\n",
" <td>7.282</td>\n",
" <td>7.223000</td>\n",
" <td>7.119000</td>\n",
" <td>7.019</td>\n",
" <td>6.886</td>\n",
" <td>0.129000</td>\n",
" <td>5.595000</td>\n",
" <td>-0.476</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Albania</th>\n",
" <td>16.190001</td>\n",
" <td>16.285999</td>\n",
" <td>16.478001</td>\n",
" <td>16.511999</td>\n",
" <td>16.521999</td>\n",
" <td>16.549999</td>\n",
" <td>16.525</td>\n",
" <td>16.516001</td>\n",
" <td>16.611000</td>\n",
" <td>16.573</td>\n",
" <td>...</td>\n",
" <td>15.866</td>\n",
" <td>17.490000</td>\n",
" <td>17.080</td>\n",
" <td>15.220000</td>\n",
" <td>13.750000</td>\n",
" <td>12.340</td>\n",
" <td>12.331</td>\n",
" <td>0.382999</td>\n",
" <td>-2.480999</td>\n",
" <td>-1.150</td>\n",
" </tr>\n",
" <tr>\n",
" <th>United Arab Emirates</th>\n",
" <td>1.580000</td>\n",
" <td>1.635000</td>\n",
" <td>1.918000</td>\n",
" <td>1.820000</td>\n",
" <td>1.800000</td>\n",
" <td>2.000000</td>\n",
" <td>2.032</td>\n",
" <td>2.093000</td>\n",
" <td>2.243000</td>\n",
" <td>2.250</td>\n",
" <td>...</td>\n",
" <td>2.576</td>\n",
" <td>2.212000</td>\n",
" <td>1.910</td>\n",
" <td>1.636000</td>\n",
" <td>2.463000</td>\n",
" <td>2.229</td>\n",
" <td>2.348</td>\n",
" <td>0.670000</td>\n",
" <td>0.122000</td>\n",
" <td>-0.148</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Argentina</th>\n",
" <td>5.440000</td>\n",
" <td>6.360000</td>\n",
" <td>10.100000</td>\n",
" <td>11.760000</td>\n",
" <td>18.799999</td>\n",
" <td>17.110001</td>\n",
" <td>14.820</td>\n",
" <td>12.650000</td>\n",
" <td>14.050000</td>\n",
" <td>15.000</td>\n",
" <td>...</td>\n",
" <td>7.100</td>\n",
" <td>7.268000</td>\n",
" <td>7.750</td>\n",
" <td>7.977000</td>\n",
" <td>8.347000</td>\n",
" <td>9.220</td>\n",
" <td>9.789</td>\n",
" <td>9.560000</td>\n",
" <td>-9.605999</td>\n",
" <td>2.609</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Samoa</th>\n",
" <td>2.100000</td>\n",
" <td>2.341000</td>\n",
" <td>2.620000</td>\n",
" <td>2.877000</td>\n",
" <td>3.140000</td>\n",
" <td>3.421000</td>\n",
" <td>3.696</td>\n",
" <td>3.987000</td>\n",
" <td>4.330000</td>\n",
" <td>4.633</td>\n",
" <td>...</td>\n",
" <td>8.796</td>\n",
" <td>8.720000</td>\n",
" <td>8.656</td>\n",
" <td>8.578000</td>\n",
" <td>8.443000</td>\n",
" <td>8.312</td>\n",
" <td>8.359</td>\n",
" <td>2.533000</td>\n",
" <td>0.642000</td>\n",
" <td>2.679</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Yemen, Rep.</th>\n",
" <td>8.161000</td>\n",
" <td>8.215000</td>\n",
" <td>8.320000</td>\n",
" <td>8.340000</td>\n",
" <td>8.917000</td>\n",
" <td>9.525000</td>\n",
" <td>10.119</td>\n",
" <td>10.741000</td>\n",
" <td>11.460000</td>\n",
" <td>11.567</td>\n",
" <td>...</td>\n",
" <td>13.424</td>\n",
" <td>13.467000</td>\n",
" <td>13.395</td>\n",
" <td>13.307000</td>\n",
" <td>13.152000</td>\n",
" <td>13.002</td>\n",
" <td>12.910</td>\n",
" <td>3.406000</td>\n",
" <td>1.232000</td>\n",
" <td>-0.170</td>\n",
" </tr>\n",
" <tr>\n",
" <th>South Africa</th>\n",
" <td>29.732000</td>\n",
" <td>29.855000</td>\n",
" <td>30.097000</td>\n",
" <td>30.143000</td>\n",
" <td>30.157000</td>\n",
" <td>30.194000</td>\n",
" <td>30.164</td>\n",
" <td>30.153999</td>\n",
" <td>30.275999</td>\n",
" <td>30.229</td>\n",
" <td>...</td>\n",
" <td>24.569</td>\n",
" <td>24.898001</td>\n",
" <td>25.156</td>\n",
" <td>26.551001</td>\n",
" <td>27.070999</td>\n",
" <td>26.920</td>\n",
" <td>28.181</td>\n",
" <td>0.497000</td>\n",
" <td>-6.202999</td>\n",
" <td>3.528</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Zambia</th>\n",
" <td>18.900000</td>\n",
" <td>19.243999</td>\n",
" <td>19.700001</td>\n",
" <td>18.186001</td>\n",
" <td>16.702999</td>\n",
" <td>15.300000</td>\n",
" <td>13.593</td>\n",
" <td>12.000000</td>\n",
" <td>12.510000</td>\n",
" <td>12.930</td>\n",
" <td>...</td>\n",
" <td>8.618</td>\n",
" <td>9.340000</td>\n",
" <td>10.105</td>\n",
" <td>10.882000</td>\n",
" <td>11.626000</td>\n",
" <td>11.500</td>\n",
" <td>11.425</td>\n",
" <td>-5.969999</td>\n",
" <td>-0.325001</td>\n",
" <td>1.082</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Zimbabwe</th>\n",
" <td>4.810000</td>\n",
" <td>4.855000</td>\n",
" <td>4.943000</td>\n",
" <td>4.960000</td>\n",
" <td>5.583000</td>\n",
" <td>6.254000</td>\n",
" <td>6.930</td>\n",
" <td>6.426000</td>\n",
" <td>6.000000</td>\n",
" <td>5.640</td>\n",
" <td>...</td>\n",
" <td>5.399</td>\n",
" <td>5.342000</td>\n",
" <td>5.302</td>\n",
" <td>5.253000</td>\n",
" <td>5.168000</td>\n",
" <td>5.087</td>\n",
" <td>4.954</td>\n",
" <td>0.830000</td>\n",
" <td>-0.092000</td>\n",
" <td>-0.414</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>188 rows × 32 columns</p>\n",
"</div>"
],
"text/plain": [
" 1991 1992 1993 1994 1995 \\\n",
"Country \n",
"Afghanistan 11.218000 11.293000 11.442000 11.470000 11.477000 \n",
"Angola 3.708000 3.740000 3.804000 3.816000 3.819000 \n",
"Albania 16.190001 16.285999 16.478001 16.511999 16.521999 \n",
"United Arab Emirates 1.580000 1.635000 1.918000 1.820000 1.800000 \n",
"Argentina 5.440000 6.360000 10.100000 11.760000 18.799999 \n",
"... ... ... ... ... ... \n",
"Samoa 2.100000 2.341000 2.620000 2.877000 3.140000 \n",
"Yemen, Rep. 8.161000 8.215000 8.320000 8.340000 8.917000 \n",
"South Africa 29.732000 29.855000 30.097000 30.143000 30.157000 \n",
"Zambia 18.900000 19.243999 19.700001 18.186001 16.702999 \n",
"Zimbabwe 4.810000 4.855000 4.943000 4.960000 5.583000 \n",
"\n",
" 1996 1997 1998 1999 2000 ... \\\n",
"Country ... \n",
"Afghanistan 11.499000 11.480 11.472000 11.547000 11.517 ... \n",
"Angola 3.829000 3.821 3.818000 3.850000 3.837 ... \n",
"Albania 16.549999 16.525 16.516001 16.611000 16.573 ... \n",
"United Arab Emirates 2.000000 2.032 2.093000 2.243000 2.250 ... \n",
"Argentina 17.110001 14.820 12.650000 14.050000 15.000 ... \n",
"... ... ... ... ... ... ... \n",
"Samoa 3.421000 3.696 3.987000 4.330000 4.633 ... \n",
"Yemen, Rep. 9.525000 10.119 10.741000 11.460000 11.567 ... \n",
"South Africa 30.194000 30.164 30.153999 30.275999 30.229 ... \n",
"Zambia 15.300000 13.593 12.000000 12.510000 12.930 ... \n",
"Zimbabwe 6.254000 6.930 6.426000 6.000000 5.640 ... \n",
"\n",
" 2013 2014 2015 2016 2017 2018 \\\n",
"Country \n",
"Afghanistan 11.534 11.448000 11.387 11.313000 11.184000 11.057 \n",
"Angola 7.400 7.331000 7.282 7.223000 7.119000 7.019 \n",
"Albania 15.866 17.490000 17.080 15.220000 13.750000 12.340 \n",
"United Arab Emirates 2.576 2.212000 1.910 1.636000 2.463000 2.229 \n",
"Argentina 7.100 7.268000 7.750 7.977000 8.347000 9.220 \n",
"... ... ... ... ... ... ... \n",
"Samoa 8.796 8.720000 8.656 8.578000 8.443000 8.312 \n",
"Yemen, Rep. 13.424 13.467000 13.395 13.307000 13.152000 13.002 \n",
"South Africa 24.569 24.898001 25.156 26.551001 27.070999 26.920 \n",
"Zambia 8.618 9.340000 10.105 10.882000 11.626000 11.500 \n",
"Zimbabwe 5.399 5.342000 5.302 5.253000 5.168000 5.087 \n",
"\n",
" 2019 1991-2000 change 2001-2010 change \\\n",
"Country \n",
"Afghanistan 11.118 0.299000 -0.028999 \n",
"Angola 6.886 0.129000 5.595000 \n",
"Albania 12.331 0.382999 -2.480999 \n",
"United Arab Emirates 2.348 0.670000 0.122000 \n",
"Argentina 9.789 9.560000 -9.605999 \n",
"... ... ... ... \n",
"Samoa 8.359 2.533000 0.642000 \n",
"Yemen, Rep. 12.910 3.406000 1.232000 \n",
"South Africa 28.181 0.497000 -6.202999 \n",
"Zambia 11.425 -5.969999 -0.325001 \n",
"Zimbabwe 4.954 0.830000 -0.092000 \n",
"\n",
" 2011-2019 change \n",
"Country \n",
"Afghanistan -0.370 \n",
"Angola -0.476 \n",
"Albania -1.150 \n",
"United Arab Emirates -0.148 \n",
"Argentina 2.609 \n",
"... ... \n",
"Samoa 2.679 \n",
"Yemen, Rep. -0.170 \n",
"South Africa 3.528 \n",
"Zambia 1.082 \n",
"Zimbabwe -0.414 \n",
"\n",
"[188 rows x 32 columns]"
]
},
"execution_count": 40,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df_country"
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 1440x3600 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Tried with Plotly now going with seaborn\n",
"twoyearchange19912000_bar, countries_bar1 = (list(x) for x in zip(*sorted(zip(df_country['1991-2000 change'], df_country.index), \n",
" reverse = True)))\n",
"\n",
"twoyearchange20012010_bar, countries_bar2 = (list(x) for x in zip(*sorted(zip(df_country['2001-2010 change'], df_country.index), \n",
" reverse = True)))\n",
"\n",
"twoyearchange20112019_bar, countries_bar3 = (list(x) for x in zip(*sorted(zip(df_country['2011-2019 change'], df_country.index), \n",
" reverse = True)))\n",
"\n",
"\n",
"sns.set(font_scale=1) \n",
"fig, axes = plt.subplots(1,3,figsize=(20, 50))\n",
"colorspal = sns.color_palette('husl', len(df_country['2019']))\n",
"sns.barplot(twoyearchange19912000_bar, countries_bar1, palette = colorspal,ax=axes[0])\n",
"sns.barplot(twoyearchange20012010_bar, countries_bar2, palette = colorspal,ax=axes[1])\n",
"sns.barplot(twoyearchange20112019_bar, countries_bar3, palette = colorspal,ax=axes[2])\n",
"\n",
"axes[0].set(xlabel='% Change In Unemployment Rate 1991-2000', title='Net % Change In Unemployment Rate 1991-2000')\n",
"axes[1].set(xlabel='% Change In Unemployment Rate 2001-2010', title='Net % Change In Unemployment Rate 2001-2010')\n",
"axes[2].set(xlabel='% Change In Unemployment Rate 2011-2019', title='Net % Change In Unemployment Rate 2011-2019')\n",
"fig.savefig('output.png')"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [],
"source": [
"df_country['1991-2019 change']=df_country['2019']-df_country['1991']\n",
"def top_successful_1(df,n=10,column='1991-2019 change'):\n",
" return df.sort_values(by=column,ascending=True).head(n)\n",
"def top_failure_1(df,n=10,column='1991-2019 change'):\n",
" return df.sort_values(by=column,ascending=False).head(n)"
]
},
{
"cell_type": "code",
"execution_count": 113,
"metadata": {},
"outputs": [],
"source": [
"top15=top_successful_1(df_country,n=20)\n",
"bottom15=top_failure_1(df_country,n=20)"
]
},
{
"cell_type": "code",
"execution_count": 114,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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