{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Analyzing NYC's 311 Street Flooding Complaints from 2010 to 2020\n", "## Mapping Analysis\n", "\n", "Author: Mark Bauer" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Goal\n", "In this notebook, we analyze NYC's 311 Street Flooding Complaints data from 2010 to 2020. Specifically, I attempt to answer the following questions:\n", "\n", "- What is the distribution of street flooding complaints by neighborhood?\n", "- What neighborhood has the most complaints?\n", "\n", "# Main Python Libraries:\n", "[pandas](https://pandas.pydata.org/) is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language.\n", "\n", "[GeoPandas](https://geopandas.org/index.html) is an open source project to make working with geospatial data in python easier. GeoPandas extends the datatypes used by pandas to allow spatial operations on geometric types. Geometric operations are performed by shapely. Geopandas further depends on fiona for file access and descartes and matplotlib for plotting.\n", "\n", "[Matplotlib](https://matplotlib.org/3.1.1/index.html#) is a Python 2D plotting library which produces publication quality figures in a variety of hardcopy formats and interactive environments across platforms.\n", "\n", "[Seaborn](https://seaborn.pydata.org/index.html) is a Python data visualization library based on matplotlib. It provides a high-level interface for drawing attractive and informative statistical graphics." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Datasets\n", "\n", "## 311 Service Requests from 2010 to Present \n", "Website: https://data.cityofnewyork.us/Social-Services/311-Service-Requests-from-2010-to-Present/erm2-nwe9\n", "\n", "311's data dictionary can be found in the data folder. \n", "\n", "\n", "\n", "![311](images/nyc-311-screenshot.png)\n", "\n", "## Neighborhood Tabulation Areas (NTA) \n", "Website: https://data.cityofnewyork.us/City-Government/Neighborhood-Tabulation-Areas-NTA-/cpf4-rkhq\n", "\n", "![nta](images/nyc-nta-screenshot.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Importing Libraries" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:26:47.337270Z", "start_time": "2021-01-12T12:26:40.878024Z" } }, "outputs": [], "source": [ "import os\n", "import pandas as pd\n", "import numpy as np\n", "import seaborn as sns\n", "import geopandas as gpd\n", "import matplotlib.pyplot as plt\n", "import matplotlib as mpl\n", "import matplotlib.dates as mdates\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "\n", "plt.rcParams['savefig.facecolor'] = 'white'\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Printing versions of Python modules and packages with **watermark** - the IPython magic extension. \n", "Documention for installing watermark: https://github.com/rasbt/watermark" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:26:47.373246Z", "start_time": "2021-01-12T12:26:47.340252Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Python implementation: CPython\n", "Python version : 3.8.13\n", "IPython version : 8.4.0\n", "\n", "numpy : 1.23.1\n", "pandas : 1.4.3\n", "geopandas : 0.11.1\n", "geoplot : 0.5.1\n", "fiona : 1.8.21\n", "matplotlib: 3.5.2\n", "seaborn : 0.11.2\n", "\n" ] } ], "source": [ "%reload_ext watermark\n", "%watermark -v -p numpy,pandas,geopandas,geoplot,fiona,matplotlib,seaborn" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Reading In Data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## NYC 311 Street Flooding Complaints" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:26:47.706333Z", "start_time": "2021-01-12T12:26:47.490340Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "README.md street-flooding-query.csv\r\n", "street-flooding-complaints.csv streets-clipped.gpkg\r\n" ] } ], "source": [ "# list items in data folder\n", "%ls data/" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:26:48.726413Z", "start_time": "2021-01-12T12:26:47.723320Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (24817, 27)\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
unique_keycreated_dateclosed_dateagencyagency_namecomplaint_typedescriptorincident_zipincident_addressstreet_name...community_boardbblboroughx_coordinate_state_planey_coordinate_state_planeopen_data_channel_typepark_boroughlatitudelongitudelocation
0452837552019-12-31T22:42:00.0002020-01-07T11:07:00.000DEPDepartment of Environmental ProtectionSewerStreet Flooding (SJ)10306.0131 GRIMSBY STREETGRIMSBY STREET...02 STATEN ISLAND5.037950e+09STATEN ISLAND958363.0148793.0ONLINESTATEN ISLAND40.575041-74.093186{'latitude': '40.57504060779978', 'longitude':...
1452838632019-12-31T17:34:00.0002020-01-01T15:45:00.000DEPDepartment of Environmental ProtectionSewerStreet Flooding (SJ)10312.0NaNNaN...03 STATEN ISLANDNaNSTATEN ISLAND937878.0143517.0PHONESTATEN ISLAND40.560476-74.166889{'latitude': '40.56047555908232', 'longitude':...
2452794002019-12-31T16:11:00.0002020-01-08T10:10:00.000DEPDepartment of Environmental ProtectionSewerStreet Flooding (SJ)10305.0753 QUINCY AVENUEQUINCY AVENUE...02 STATEN ISLAND5.038260e+09STATEN ISLAND960864.0149333.0PHONESTATEN ISLAND40.576530-74.084185{'latitude': '40.576529751013474', 'longitude'...
3452777732019-12-31T15:42:00.0002020-01-01T05:25:00.000DEPDepartment of Environmental ProtectionSewerStreet Flooding (SJ)11379.061-21 70 STREET70 STREET...05 QUEENS4.029270e+09QUEENS1015410.0201741.0PHONEQUEENS40.720354-73.887589{'latitude': '40.72035428730757', 'longitude':...
4452825322019-12-31T12:18:00.0002019-12-31T14:15:00.000DEPDepartment of Environmental ProtectionSewerStreet Flooding (SJ)11375.0NaNNaN...06 QUEENSNaNQUEENS1027498.0202160.0PHONEQUEENS40.721454-73.843978{'latitude': '40.721453503515995', 'longitude'...
\n", "

5 rows × 27 columns

\n", "
" ], "text/plain": [ " unique_key created_date closed_date agency \\\n", "0 45283755 2019-12-31T22:42:00.000 2020-01-07T11:07:00.000 DEP \n", "1 45283863 2019-12-31T17:34:00.000 2020-01-01T15:45:00.000 DEP \n", "2 45279400 2019-12-31T16:11:00.000 2020-01-08T10:10:00.000 DEP \n", "3 45277773 2019-12-31T15:42:00.000 2020-01-01T05:25:00.000 DEP \n", "4 45282532 2019-12-31T12:18:00.000 2019-12-31T14:15:00.000 DEP \n", "\n", " agency_name complaint_type \\\n", "0 Department of Environmental Protection Sewer \n", "1 Department of Environmental Protection Sewer \n", "2 Department of Environmental Protection Sewer \n", "3 Department of Environmental Protection Sewer \n", "4 Department of Environmental Protection Sewer \n", "\n", " descriptor incident_zip incident_address street_name \\\n", "0 Street Flooding (SJ) 10306.0 131 GRIMSBY STREET GRIMSBY STREET \n", "1 Street Flooding (SJ) 10312.0 NaN NaN \n", "2 Street Flooding (SJ) 10305.0 753 QUINCY AVENUE QUINCY AVENUE \n", "3 Street Flooding (SJ) 11379.0 61-21 70 STREET 70 STREET \n", "4 Street Flooding (SJ) 11375.0 NaN NaN \n", "\n", " ... community_board bbl borough \\\n", "0 ... 02 STATEN ISLAND 5.037950e+09 STATEN ISLAND \n", "1 ... 03 STATEN ISLAND NaN STATEN ISLAND \n", "2 ... 02 STATEN ISLAND 5.038260e+09 STATEN ISLAND \n", "3 ... 05 QUEENS 4.029270e+09 QUEENS \n", "4 ... 06 QUEENS NaN QUEENS \n", "\n", " x_coordinate_state_plane y_coordinate_state_plane open_data_channel_type \\\n", "0 958363.0 148793.0 ONLINE \n", "1 937878.0 143517.0 PHONE \n", "2 960864.0 149333.0 PHONE \n", "3 1015410.0 201741.0 PHONE \n", "4 1027498.0 202160.0 PHONE \n", "\n", " park_borough latitude longitude \\\n", "0 STATEN ISLAND 40.575041 -74.093186 \n", "1 STATEN ISLAND 40.560476 -74.166889 \n", "2 STATEN ISLAND 40.576530 -74.084185 \n", "3 QUEENS 40.720354 -73.887589 \n", "4 QUEENS 40.721454 -73.843978 \n", "\n", " location \n", "0 {'latitude': '40.57504060779978', 'longitude':... \n", "1 {'latitude': '40.56047555908232', 'longitude':... \n", "2 {'latitude': '40.576529751013474', 'longitude'... \n", "3 {'latitude': '40.72035428730757', 'longitude':... \n", "4 {'latitude': '40.721453503515995', 'longitude'... \n", "\n", "[5 rows x 27 columns]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# read data as a dataframe\n", "df = pd.read_csv('data/street-flooding-complaints.csv', low_memory=False)\n", "\n", "# previewing first five rows in data\n", "print('shape of data: {}'.format(df.shape))\n", "df.head()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:26:50.130369Z", "start_time": "2021-01-12T12:26:50.087007Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 24817 entries, 0 to 24816\n", "Data columns (total 27 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 unique_key 24817 non-null int64 \n", " 1 created_date 24817 non-null object \n", " 2 closed_date 24815 non-null object \n", " 3 agency 24817 non-null object \n", " 4 agency_name 24817 non-null object \n", " 5 complaint_type 24817 non-null object \n", " 6 descriptor 24817 non-null object \n", " 7 incident_zip 24817 non-null float64\n", " 8 incident_address 16002 non-null object \n", " 9 street_name 16002 non-null object \n", " 10 cross_street_1 21821 non-null object \n", " 11 cross_street_2 21816 non-null object \n", " 12 address_type 24817 non-null object \n", " 13 city 24817 non-null object \n", " 14 status 24817 non-null object \n", " 15 resolution_description 24813 non-null object \n", " 16 resolution_action_updated_date 24817 non-null object \n", " 17 community_board 24817 non-null object \n", " 18 bbl 14603 non-null float64\n", " 19 borough 24817 non-null object \n", " 20 x_coordinate_state_plane 24817 non-null float64\n", " 21 y_coordinate_state_plane 24817 non-null float64\n", " 22 open_data_channel_type 24817 non-null object \n", " 23 park_borough 24817 non-null object \n", " 24 latitude 24817 non-null float64\n", " 25 longitude 24817 non-null float64\n", " 26 location 24817 non-null object \n", "dtypes: float64(6), int64(1), object(20)\n", "memory usage: 5.1+ MB\n" ] } ], "source": [ "# printing the column names, non-null counts, and data types of our columns\n", "df.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## NYC Boroughs" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (5, 5)\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
boro_codeboro_nameshape_areashape_lenggeometry
05.0Staten Island1.623621e+09325917.353950MULTIPOLYGON (((970217.022 145643.332, 970227....
12.0Bronx1.187175e+09463179.772813MULTIPOLYGON (((1012821.806 229228.265, 101278...
24.0Queens3.041419e+09888199.730955MULTIPOLYGON (((1032452.015 154469.237, 103245...
31.0Manhattan6.365205e+08357713.308660MULTIPOLYGON (((981219.056 188655.316, 980940....
43.0Brooklyn1.934138e+09728148.532410MULTIPOLYGON (((1022227.320 152028.146, 102207...
\n", "
" ], "text/plain": [ " boro_code boro_name shape_area shape_leng \\\n", "0 5.0 Staten Island 1.623621e+09 325917.353950 \n", "1 2.0 Bronx 1.187175e+09 463179.772813 \n", "2 4.0 Queens 3.041419e+09 888199.730955 \n", "3 1.0 Manhattan 6.365205e+08 357713.308660 \n", "4 3.0 Brooklyn 1.934138e+09 728148.532410 \n", "\n", " geometry \n", "0 MULTIPOLYGON (((970217.022 145643.332, 970227.... \n", "1 MULTIPOLYGON (((1012821.806 229228.265, 101278... \n", "2 MULTIPOLYGON (((1032452.015 154469.237, 103245... \n", "3 MULTIPOLYGON (((981219.056 188655.316, 980940.... \n", "4 MULTIPOLYGON (((1022227.320 152028.146, 102207... " ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# importing borough boundaries\n", "path = 'https://data.cityofnewyork.us/api/geospatial/tqmj-j8zm?method=export&format=Shapefile'\n", "borough_gdf = gpd.read_file(path)\n", "borough_gdf = borough_gdf.to_crs(2263)\n", "\n", "# previewing first five rows in data\n", "print('shape of data: {}'.format(borough_gdf.shape))\n", "borough_gdf.head()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 5 entries, 0 to 4\n", "Data columns (total 5 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 boro_code 5 non-null float64 \n", " 1 boro_name 5 non-null object \n", " 2 shape_area 5 non-null float64 \n", " 3 shape_leng 5 non-null float64 \n", " 4 geometry 5 non-null geometry\n", "dtypes: float64(3), geometry(1), object(1)\n", "memory usage: 328.0+ bytes\n" ] } ], "source": [ "# summary of gdf\n", "borough_gdf.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Neighborhood Tabulation Areas (NTAs)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:26:59.199514Z", "start_time": "2021-01-12T12:26:56.896376Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: 195\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.847081St. Albans45401.316803Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...
1BX2825666124.5948005Van Cortlandt Village21945.719299Bronx2MULTIPOLYGON (((1015481.837 261490.578, 101548...
2QN5582461393.7368081South Ozone Park36708.1693055Queens4MULTIPOLYGON (((1038120.503 188147.096, 103819...
3BK5082089678.6389047Canarsie43703.6096661Brooklyn3MULTIPOLYGON (((1015236.151 174910.303, 101523...
4BX4114716710.7402005Mount Hope18937.247819Bronx2MULTIPOLYGON (((1013128.525 250637.931, 101284...
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.847 081 St. Albans 45401.316803 \n", "1 BX28 25666124.5948 005 Van Cortlandt Village 21945.719299 \n", "2 QN55 82461393.7368 081 South Ozone Park 36708.1693055 \n", "3 BK50 82089678.6389 047 Canarsie 43703.6096661 \n", "4 BX41 14716710.7402 005 Mount Hope 18937.247819 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "1 Bronx 2 MULTIPOLYGON (((1015481.837 261490.578, 101548... \n", "2 Queens 4 MULTIPOLYGON (((1038120.503 188147.096, 103819... \n", "3 Brooklyn 3 MULTIPOLYGON (((1015236.151 174910.303, 101523... \n", "4 Bronx 2 MULTIPOLYGON (((1013128.525 250637.931, 101284... " ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# importing nta boundaries\n", "url = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_gdf = gpd.read_file(url)\n", "nta_gdf = nta_gdf.to_crs(epsg=2263)\n", "\n", "# previewing first five rows in data\n", "print('shape of data: {}'.format(nta_gdf.shape[0]))\n", "nta_gdf.head()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 195 entries, 0 to 194\n", "Data columns (total 8 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 ntacode 195 non-null object \n", " 1 shape_area 195 non-null object \n", " 2 county_fips 195 non-null object \n", " 3 ntaname 195 non-null object \n", " 4 shape_leng 195 non-null object \n", " 5 boro_name 195 non-null object \n", " 6 boro_code 195 non-null object \n", " 7 geometry 195 non-null geometry\n", "dtypes: geometry(1), object(7)\n", "memory usage: 12.3+ KB\n" ] } ], "source": [ "# summary of gdf\n", "nta_gdf.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Data Wrangling" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:26:54.686066Z", "start_time": "2021-01-12T12:26:54.025275Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 24817 entries, 0 to 24816\n", "Data columns (total 3 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 created_date 24817 non-null datetime64[ns]\n", " 1 closed_date 24815 non-null datetime64[ns]\n", " 2 year 24817 non-null int64 \n", "dtypes: datetime64[ns](2), int64(1)\n", "memory usage: 581.8 KB\n" ] } ], "source": [ "# format datetime columns\n", "df['created_date'] = pd.to_datetime(df['created_date'])\n", "df['closed_date'] = pd.to_datetime(df['closed_date'])\n", "df['year'] = df['created_date'].dt.year\n", "\n", "# examine columns\n", "df.loc[:, ['created_date', 'closed_date', 'year']].info()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 195 entries, 0 to 194\n", "Data columns (total 10 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 ntacode 195 non-null object \n", " 1 shape_area 195 non-null float64 \n", " 2 county_fips 195 non-null object \n", " 3 ntaname 195 non-null object \n", " 4 shape_leng 195 non-null float64 \n", " 5 boro_name 195 non-null object \n", " 6 boro_code 195 non-null object \n", " 7 geometry 195 non-null geometry\n", " 8 ntaname_boro 195 non-null object \n", " 9 shape_area_sq_mi 195 non-null float64 \n", "dtypes: float64(3), geometry(1), object(6)\n", "memory usage: 15.4+ KB\n" ] } ], "source": [ "# create new columns in nta dataframe\n", "nta_gdf['ntaname_boro'] = nta_gdf['ntaname'] + ', ' + nta_gdf['boro_name']\n", "nta_gdf['shape_area'] = nta_gdf['shape_area'].astype(float)\n", "nta_gdf['shape_leng'] = nta_gdf['shape_leng'].astype(float)\n", "nta_gdf['shape_area_sq_mi'] = nta_gdf['shape_area'] / 27878400\n", "\n", "# examine new columns\n", "nta_gdf.info()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:26:55.255630Z", "start_time": "2021-01-12T12:26:54.999896Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (24817, 29)\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
latitudelongitudelocationyeargeometry
040.575041-74.093186{'latitude': '40.57504060779978', 'longitude':...2019POINT (958363.000 148793.000)
140.560476-74.166889{'latitude': '40.56047555908232', 'longitude':...2019POINT (937878.000 143517.000)
240.576530-74.084185{'latitude': '40.576529751013474', 'longitude'...2019POINT (960864.000 149333.000)
340.720354-73.887589{'latitude': '40.72035428730757', 'longitude':...2019POINT (1015410.000 201741.000)
440.721454-73.843978{'latitude': '40.721453503515995', 'longitude'...2019POINT (1027498.000 202160.000)
\n", "
" ], "text/plain": [ " latitude longitude location \\\n", "0 40.575041 -74.093186 {'latitude': '40.57504060779978', 'longitude':... \n", "1 40.560476 -74.166889 {'latitude': '40.56047555908232', 'longitude':... \n", "2 40.576530 -74.084185 {'latitude': '40.576529751013474', 'longitude'... \n", "3 40.720354 -73.887589 {'latitude': '40.72035428730757', 'longitude':... \n", "4 40.721454 -73.843978 {'latitude': '40.721453503515995', 'longitude'... \n", "\n", " year geometry \n", "0 2019 POINT (958363.000 148793.000) \n", "1 2019 POINT (937878.000 143517.000) \n", "2 2019 POINT (960864.000 149333.000) \n", "3 2019 POINT (1015410.000 201741.000) \n", "4 2019 POINT (1027498.000 202160.000) " ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# generate geometry from x, y points\n", "\n", "crs = 2263\n", "geometry = gpd.points_from_xy(\n", " df['x_coordinate_state_plane'],\n", " df['y_coordinate_state_plane']\n", ")\n", "\n", "gdf = gpd.GeoDataFrame(\n", " df,\n", " geometry=geometry,\n", " crs=crs\n", ")\n", "\n", "# preview data\n", "print('shape of data: {}'.format(gdf.shape))\n", "gdf.iloc[:5, -5:]" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: NAD83 / New York Long Island (ftUS)\n", "Axis Info [cartesian]:\n", "- X[east]: Easting (US survey foot)\n", "- Y[north]: Northing (US survey foot)\n", "Area of Use:\n", "- name: United States (USA) - New York - counties of Bronx; Kings; Nassau; New York; Queens; Richmond; Suffolk.\n", "- bounds: (-74.26, 40.47, -71.8, 41.3)\n", "Coordinate Operation:\n", "- name: SPCS83 New York Long Island zone (US Survey feet)\n", "- method: Lambert Conic Conformal (2SP)\n", "Datum: North American Datum 1983\n", "- Ellipsoid: GRS 1980\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# confirm crs\n", "gdf.crs" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# sanity check map\n", "gdf.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spatial Join Neighborhood Tabulation Areas (NTAs) Information to Complaints" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:27:56.113123Z", "start_time": "2021-01-12T12:27:53.124996Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: 24,814\n", "count dropped rows: 3\n", "unique_key unique: True.\n", "crs: epsg:2263\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
unique_keycreated_dateclosed_dateagencyagency_namecomplaint_typedescriptorincident_zipincident_addressstreet_name...geometryntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codentaname_boroshape_area_sq_mi
0452837552019-12-31 22:42:002020-01-07 11:07:00DEPDepartment of Environmental ProtectionSewerStreet Flooding (SJ)10306.0131 GRIMSBY STREETGRIMSBY STREET...POINT (958363.000 148793.000)SI455.544820e+07085New Dorp-Midland Beach34369.889272Staten Island5New Dorp-Midland Beach, Staten Island1.988931
1452796972019-12-31 07:10:002019-12-31 09:30:00DEPDepartment of Environmental ProtectionSewerStreet Flooding (SJ)10306.0131 GRIMSBY STREETGRIMSBY STREET...POINT (958363.000 148793.000)SI455.544820e+07085New Dorp-Midland Beach34369.889272Staten Island5New Dorp-Midland Beach, Staten Island1.988931
2451961402019-12-18 15:58:002019-12-20 09:30:00DEPDepartment of Environmental ProtectionSewerStreet Flooding (SJ)10306.0101 3 STREET3 STREET...POINT (951437.000 148868.000)SI455.544820e+07085New Dorp-Midland Beach34369.889272Staten Island5New Dorp-Midland Beach, Staten Island1.988931
3451883402019-12-18 10:16:002019-12-20 09:30:00DEPDepartment of Environmental ProtectionSewerStreet Flooding (SJ)10306.015 LISBON PLACELISBON PLACE...POINT (954138.000 151251.000)SI455.544820e+07085New Dorp-Midland Beach34369.889272Staten Island5New Dorp-Midland Beach, Staten Island1.988931
4451883372019-12-18 09:30:002019-12-18 19:30:00DEPDepartment of Environmental ProtectionSewerStreet Flooding (SJ)10306.0131 GRIMSBY STREETGRIMSBY STREET...POINT (958363.000 148793.000)SI455.544820e+07085New Dorp-Midland Beach34369.889272Staten Island5New Dorp-Midland Beach, Staten Island1.988931
\n", "

5 rows × 38 columns

\n", "
" ], "text/plain": [ " unique_key created_date closed_date agency \\\n", "0 45283755 2019-12-31 22:42:00 2020-01-07 11:07:00 DEP \n", "1 45279697 2019-12-31 07:10:00 2019-12-31 09:30:00 DEP \n", "2 45196140 2019-12-18 15:58:00 2019-12-20 09:30:00 DEP \n", "3 45188340 2019-12-18 10:16:00 2019-12-20 09:30:00 DEP \n", "4 45188337 2019-12-18 09:30:00 2019-12-18 19:30:00 DEP \n", "\n", " agency_name complaint_type \\\n", "0 Department of Environmental Protection Sewer \n", "1 Department of Environmental Protection Sewer \n", "2 Department of Environmental Protection Sewer \n", "3 Department of Environmental Protection Sewer \n", "4 Department of Environmental Protection Sewer \n", "\n", " descriptor incident_zip incident_address street_name \\\n", "0 Street Flooding (SJ) 10306.0 131 GRIMSBY STREET GRIMSBY STREET \n", "1 Street Flooding (SJ) 10306.0 131 GRIMSBY STREET GRIMSBY STREET \n", "2 Street Flooding (SJ) 10306.0 101 3 STREET 3 STREET \n", "3 Street Flooding (SJ) 10306.0 15 LISBON PLACE LISBON PLACE \n", "4 Street Flooding (SJ) 10306.0 131 GRIMSBY STREET GRIMSBY STREET \n", "\n", " ... geometry ntacode shape_area county_fips \\\n", "0 ... POINT (958363.000 148793.000) SI45 5.544820e+07 085 \n", "1 ... POINT (958363.000 148793.000) SI45 5.544820e+07 085 \n", "2 ... POINT (951437.000 148868.000) SI45 5.544820e+07 085 \n", "3 ... POINT (954138.000 151251.000) SI45 5.544820e+07 085 \n", "4 ... POINT (958363.000 148793.000) SI45 5.544820e+07 085 \n", "\n", " ntaname shape_leng boro_name boro_code \\\n", "0 New Dorp-Midland Beach 34369.889272 Staten Island 5 \n", "1 New Dorp-Midland Beach 34369.889272 Staten Island 5 \n", "2 New Dorp-Midland Beach 34369.889272 Staten Island 5 \n", "3 New Dorp-Midland Beach 34369.889272 Staten Island 5 \n", "4 New Dorp-Midland Beach 34369.889272 Staten Island 5 \n", "\n", " ntaname_boro shape_area_sq_mi \n", "0 New Dorp-Midland Beach, Staten Island 1.988931 \n", "1 New Dorp-Midland Beach, Staten Island 1.988931 \n", "2 New Dorp-Midland Beach, Staten Island 1.988931 \n", "3 New Dorp-Midland Beach, Staten Island 1.988931 \n", "4 New Dorp-Midland Beach, Staten Island 1.988931 \n", "\n", "[5 rows x 38 columns]" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# spatial join nta information to points\n", "gdf_merged = gpd.sjoin(\n", " gdf,\n", " nta_gdf,\n", " how=\"inner\",\n", " predicate='within'\n", ")\n", "\n", "# drop right index column and reset gdf index\n", "gdf_merged = (\n", " gdf_merged\n", " .drop(columns=['index_right'])\n", " .reset_index(drop=True)\n", ")\n", "\n", "# sanity checks\n", "print('shape of data: {:,}'.format(gdf_merged.shape[0]))\n", "print('count dropped rows: {}'.format(gdf.shape[0] - gdf_merged.shape[0]))\n", "print('unique_key unique: {}.'.format(gdf_merged['unique_key'].is_unique))\n", "print('crs: {}'.format(gdf_merged.crs))\n", "\n", "# preview data\n", "gdf_merged.head()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "RangeIndex: 24814 entries, 0 to 24813\n", "Data columns (total 38 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 unique_key 24814 non-null int64 \n", " 1 created_date 24814 non-null datetime64[ns]\n", " 2 closed_date 24812 non-null datetime64[ns]\n", " 3 agency 24814 non-null object \n", " 4 agency_name 24814 non-null object \n", " 5 complaint_type 24814 non-null object \n", " 6 descriptor 24814 non-null object \n", " 7 incident_zip 24814 non-null float64 \n", " 8 incident_address 16002 non-null object \n", " 9 street_name 16002 non-null object \n", " 10 cross_street_1 21821 non-null object \n", " 11 cross_street_2 21816 non-null object \n", " 12 address_type 24814 non-null object \n", " 13 city 24814 non-null object \n", " 14 status 24814 non-null object \n", " 15 resolution_description 24810 non-null object \n", " 16 resolution_action_updated_date 24814 non-null object \n", " 17 community_board 24814 non-null object \n", " 18 bbl 14603 non-null float64 \n", " 19 borough 24814 non-null object \n", " 20 x_coordinate_state_plane 24814 non-null float64 \n", " 21 y_coordinate_state_plane 24814 non-null float64 \n", " 22 open_data_channel_type 24814 non-null object \n", " 23 park_borough 24814 non-null object \n", " 24 latitude 24814 non-null float64 \n", " 25 longitude 24814 non-null float64 \n", " 26 location 24814 non-null object \n", " 27 year 24814 non-null int64 \n", " 28 geometry 24814 non-null geometry \n", " 29 ntacode 24814 non-null object \n", " 30 shape_area 24814 non-null float64 \n", " 31 county_fips 24814 non-null object \n", " 32 ntaname 24814 non-null object \n", " 33 shape_leng 24814 non-null float64 \n", " 34 boro_name 24814 non-null object \n", " 35 boro_code 24814 non-null object \n", " 36 ntaname_boro 24814 non-null object \n", " 37 shape_area_sq_mi 24814 non-null float64 \n", "dtypes: datetime64[ns](2), float64(9), geometry(1), int64(2), object(24)\n", "memory usage: 7.2+ MB\n" ] } ], "source": [ "# summary of gdf\n", "gdf_merged.info()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "count of borough names that don't reconcile: 95\n" ] } ], "source": [ "# examine two borough columns, check borough comparison between complaint and nta\n", "condition = (gdf_merged['borough'].str.title() != gdf_merged['boro_name'].str.title())\n", "count = gdf_merged.loc[condition].shape[0]\n", "\n", "print(\"count of borough names that don't reconcile: {:,}\".format(count))" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (24814, 37)\n", "\n", "\n", "RangeIndex: 24814 entries, 0 to 24813\n", "Data columns (total 37 columns):\n", " # Column Non-Null Count Dtype \n", "--- ------ -------------- ----- \n", " 0 unique_key 24814 non-null int64 \n", " 1 created_date 24814 non-null datetime64[ns]\n", " 2 closed_date 24812 non-null datetime64[ns]\n", " 3 agency 24814 non-null object \n", " 4 agency_name 24814 non-null object \n", " 5 complaint_type 24814 non-null object \n", " 6 descriptor 24814 non-null object \n", " 7 incident_zip 24814 non-null float64 \n", " 8 incident_address 16002 non-null object \n", " 9 street_name 16002 non-null object \n", " 10 cross_street_1 21821 non-null object \n", " 11 cross_street_2 21816 non-null object \n", " 12 address_type 24814 non-null object \n", " 13 city 24814 non-null object \n", " 14 status 24814 non-null object \n", " 15 resolution_description 24810 non-null object \n", " 16 resolution_action_updated_date 24814 non-null object \n", " 17 community_board 24814 non-null object \n", " 18 bbl 14603 non-null float64 \n", " 19 x_coordinate_state_plane 24814 non-null float64 \n", " 20 y_coordinate_state_plane 24814 non-null float64 \n", " 21 open_data_channel_type 24814 non-null object \n", " 22 park_borough 24814 non-null object \n", " 23 latitude 24814 non-null float64 \n", " 24 longitude 24814 non-null float64 \n", " 25 location 24814 non-null object \n", " 26 year 24814 non-null int64 \n", " 27 geometry 24814 non-null geometry \n", " 28 ntacode 24814 non-null object \n", " 29 shape_area 24814 non-null float64 \n", " 30 county_fips 24814 non-null object \n", " 31 ntaname 24814 non-null object \n", " 32 shape_leng 24814 non-null float64 \n", " 33 boro_name 24814 non-null object \n", " 34 boro_code 24814 non-null object \n", " 35 ntaname_boro 24814 non-null object \n", " 36 shape_area_sq_mi 24814 non-null float64 \n", "dtypes: datetime64[ns](2), float64(9), geometry(1), int64(2), object(23)\n", "memory usage: 7.0+ MB\n" ] } ], "source": [ "# drop borough column from 311 dataset, using this pandas style so we can run this cell again if needed\n", "criteria = gdf_merged.columns.isin(['borough'])\n", "gdf_merged = gdf_merged.loc[:, gdf_merged.columns[~criteria]]\n", "\n", "print('shape of data: {}\\n'.format(gdf_merged.shape))\n", "gdf_merged.info()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Mapping" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Hexbin Maps of Counts of Complaints" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "max value of array: 423.0\n" ] } ], "source": [ "# identify max bounds of hexbin gridsize=30\n", "hb = plt.hexbin(\n", " gdf_merged['x_coordinate_state_plane'], \n", " gdf_merged['y_coordinate_state_plane'], \n", " gridsize=30,\n", " mincnt=1,\n", ")\n", "\n", "plt.close()\n", "print('max value of array: {}'.format(hb.get_array().max()))" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:27:00.996059Z", "start_time": "2021-01-12T12:27:00.376681Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# 30 hexagons in the x-direction\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", "\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", "cmap = plt.cm.Blues\n", "\n", "# get max of array and place as top bounds\n", "norm = mpl.colors.BoundaryNorm([0, 50, 150, 250, 350, 450], cmap.N)\n", "\n", "hb = ax.hexbin(\n", " gdf_merged['x_coordinate_state_plane'], \n", " gdf_merged['y_coordinate_state_plane'], \n", " gridsize=30,\n", " mincnt=1,\n", " cmap=cmap,\n", " norm=norm,\n", " zorder=0,\n", ")\n", "\n", "nta_gdf.plot(\n", " facecolor=\"none\", \n", " edgecolor=\"black\", \n", " linewidth=.2,\n", " ax=ax\n", ")\n", "\n", "borough_gdf.plot(\n", " facecolor=\"none\", \n", " edgecolor=\"black\", \n", " linewidth=.6,\n", " ax=ax\n", ")\n", "\n", "plt.colorbar(hb, cax=cax)\n", "\n", "label = \"Count of NYC 311 Street Flooding Complaints from 2010 to 2020\"\n", "ax.set_title(label, fontsize=13)\n", "ax.axis('off')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "max value of array: 318.0\n" ] } ], "source": [ "# identify max bounds of hexbin gridsize=50\n", "hb = plt.hexbin(\n", " gdf_merged['x_coordinate_state_plane'], \n", " gdf_merged['y_coordinate_state_plane'], \n", " gridsize=50,\n", " mincnt=1,\n", ")\n", "\n", "plt.close()\n", "print('max value of array: {}'.format(hb.get_array().max()))" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# 30 hexagons in the x-direction\n", "fig, ax = plt.subplots(figsize=(8, 8))\n", "\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", "cmap = plt.cm.Blues\n", "\n", "# get max of array and place as top bounds\n", "norm = mpl.colors.BoundaryNorm([0, 50, 100, 200, 300, 400], cmap.N)\n", "\n", "hb = ax.hexbin(\n", " gdf_merged['x_coordinate_state_plane'], \n", " gdf_merged['y_coordinate_state_plane'], \n", " gridsize=50,\n", " mincnt=1,\n", " cmap=cmap,\n", " norm=norm,\n", " zorder=0,\n", ")\n", "\n", "nta_gdf.plot(\n", " facecolor=\"none\", \n", " edgecolor=\"black\", \n", " linewidth=.2,\n", " ax=ax\n", ")\n", "\n", "borough_gdf.plot(\n", " facecolor=\"none\", \n", " edgecolor=\"black\", \n", " linewidth=.6,\n", " ax=ax\n", ")\n", "\n", "plt.colorbar(hb, cax=cax)\n", "\n", "label = \"Count of NYC 311 Street Flooding Complaints from 2010 to 2020\"\n", "ax.set_title(label, fontsize=13)\n", "ax.axis('off')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Counts By Borough" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:29:18.163664Z", "start_time": "2021-01-12T12:29:17.487506Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "\n", "boro_name = 'Queens'\n", "hb = ax.hexbin(\n", " gdf_merged.loc[gdf_merged['boro_name'] == boro_name, 'x_coordinate_state_plane'], \n", " gdf_merged.loc[gdf_merged['boro_name'] == boro_name, 'y_coordinate_state_plane'], \n", " gridsize=30,\n", " mincnt=1,\n", " cmap='Blues'\n", ")\n", "\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", "plt.colorbar(hb, cax=cax)\n", "\n", "(nta_gdf\n", " .loc[nta_gdf['boro_name'] == boro_name]\n", " .plot(facecolor=\"none\", edgecolor=\"black\", ax=ax)\n", ")\n", "\n", "label = 'Count of 311 Street Flooding Complaints from 2010 to 2020 in Queens, New York'\n", "ax.set_title(label, fontsize=15, pad=10)\n", "ax.axis('off')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:29:18.732502Z", "start_time": "2021-01-12T12:29:18.166634Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "\n", "boro_name = 'Brooklyn'\n", "hb = ax.hexbin(\n", " gdf_merged.loc[gdf_merged['boro_name'] == boro_name, 'x_coordinate_state_plane'], \n", " gdf_merged.loc[gdf_merged['boro_name'] == boro_name, 'y_coordinate_state_plane'], \n", " gridsize=30, mincnt=1,\n", " cmap='Blues'\n", ")\n", "\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", "plt.colorbar(hb, cax=cax)\n", "\n", "(nta_gdf\n", " .loc[nta_gdf['boro_name'] == boro_name]\n", " .plot(facecolor=\"none\", edgecolor=\"black\", ax=ax)\n", ")\n", " \n", "label = 'Count of 311 Street Flooding Complaints\\nfrom 2010 to 2020 in Brooklyn, New York'\n", "ax.set_title(label, fontsize=15, pad=10)\n", "ax.axis('off')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:29:19.502965Z", "start_time": "2021-01-12T12:29:18.734193Z" } }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAjgAAAI1CAYAAADb64AoAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8qNh9FAAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOydd5gUxdOA35rZ3dsL5CwgSUygYsKEioKIYs7xZ87pM+eAOeccMWfMGBATRjCAiiIoSRCRO8LFvbudqe+PnoVl2bvbPS8A9vs888DNdKiZ6Z2pqa6uElXFYrFYLBaLZU3CaW4BLBaLxWKxWBoaq+BYLBaLxWJZ47AKjsVisVgsljUOq+BYLBaLxWJZ47AKjsVisVgsljUOq+BYLBaLxWJZ47AKzmqGiOwnIh+JyBIRqRSRaSJyrYi0b0aZThSRfRqwvXwReUFEikREReToGsqdKiLfishiESkXkZ+CfZJS7nIR+VBEioP2eqZpawsRGSUiv4mILyKjspB3TxH5IrgnxSIyRUQeFJGC4HhERK4SkQHZXIeGIJt7E1ybdNug4PhVIlLYqAKvKM8eyfdLRHoGf+/RVDIE/eaIyHki8oOIlAVjbWJwbSNNKUtdiMgsEbk1yzpHB9e1IMt6w0Tk/7IS0GJpQkLNLYAlc0TkNuD/gCeAO4BiYEPgZKAfsG8ziXYi8DPwegO1dwqwJ/A/YB7wRw3l2gCvAT8C5cAQ4F4gD0h+yJ8E/A58DOxVQ1vbAYOAr4EWmQoqIocCzwEPAdcCCmwMHAW0BkqBCHAlMAuYlGnbDUS29+Y24JWUfVMaUqB/wXxgG2BqU3UoIrnAB8BGwJ3A58GhbTD3Oxe4q6nkaSTewZxPeZb1hgEHYK6LxbLKYRWc1QQR2RM4BzhOVR9POvSpiDyMedisKawP/Kaqr9ZWSFWvS9k1TkR6YBSjZAVnbVX1gy//mhSce1T1LgAR+TYLWU8HxqjqyUn73gNuTrUkZYKI5KpqRbb1GpBZqvp1M/ZfI6paiVFAm5Jrgc2ArVT156T9H4rIfZixulqjqguBhc0th8XS0NgpqtWHs4HvU5QbAFTVU9V3E3+LSHsReTKY4ikXkU9EZIvkOoFJ+vSUfStMQSSZrjcSkbGBeX6qiOyXVOYTYHPgqKQpjaNrOom6ZBORWcBxwKaJ9jK/RAAUYSwmy1BVv65KmZSpgdbA3zW0mZC9JPj3iaRr1DNpyuVwEXlKRJYAbwGISFsReUhEFohITES+FJGtktsXEUdELhKR32X5dOVRScc/IYt7Ux9EpJeIvB5MzZWIyFsisk5KmTwRuVtE/g7OZaKIDEspI8H4+ydo5ymgZUqZlaaoElMyInK2iMwVM135goi0Tqm7cXANY2KmEHcXM705qpZzy8NY/x5MUW4AUNVFqvplUvkBIjIuGNeLReRZEemURv5DROSJ4JrNFZEjguMXiMhfIrJQRG4SESep7lUiUigi24nI98F5TJJg+rCWc9hGRN4M2i0L6hyeUmaFKaokOQ8KxuDSQM6RCZlE5CrgXKBH0tgaFRzrJyLviciioM9fReS02uS0WBoDq+CsBohIGNgWYxnIhNeBXYHzgIMx9/nj1BdPFjwHvImZApsOvCAi3YJjp2KmDMZgzNzbYEze9ZVt36CtqUnt1YqIhESkQER2w1hv7svm5P4l3wOHisjpIrJWDWV2Dv69luXnND/p+K0YJehA4HoRyQE+BHYBzgf2wXxhfyginZPq3QNcBjwMjMBM1z2epABke28AnOB6Jja3poKBnOOADYATgKOBXhirYtukoo8AxwDXYe7vn8A7KS/nM4ErgnM5AKgAbq5D1gQHYaYnTwQuBPYArk+SMw94HzOddCjmPtwBrF1Hu5sD+WTwuxORDsAnmOnRw4AzgB2BsbKyn85NmPu/PzAeeFLM9PNA4FjMlM8FwXklkwc8AzyIGStLgHdTxkQqPYAvgOMx076vYhTtQ+s6J8z1L8Xcj2cw9+eA4NijmOfC3ywfW9cEx94EPOAIjMX0HrKY9rVYGgxVtdsqvgGdMb4dJ2VQdnhQdsekffmYF+RDSfsUOD2l7lVAYdLfRwfljk3a1w6IAycn7fsWGNWAso0Cvs3y2iS2a2opu0dQpmcdbWZ0PkHZ7hi/mkT/M4Dbgc5JZQqCY0en1O0Z7H8tZf9xQBXQN2lfCOOLdEvw9zqADxyVUvcpYGI9z0XTbJ/XMj5ODsZC76R93QLZLw7+3iBVToxS+zPwfvC3C/wFPJAiz9jk+5V0vfZIKjMruC6hpH13An8n/X1aIFPXpH0Dg7ZqvDbAIUGZ9TK4djdiFI6Wafo4NEX+J5LKtASqMR8ObtL+CcCLKddegcNSxtUi4MaU63FrDTJKMI4eAj5K2n900HZBipxPpdSfBLyQ9PetmCnN5DLtg7obZTLm7Ga3xtysBWf1IpPpmoHAQlX9dFkl1TLgbYwTbX34IKmtIuAfzIssWxpDtkJgS2AnYCRwvohcWM+2skZV/8R86Q/FOOguwkwn/phk5aqLVKvKUOA7YGbCkhLs/xRITOcNwSgOryVbXDAWlQG1WV7q4BbM9Uxsx9VSdiBm2nRGYoeqzsVYDBL3c0vMi/XlpDJ+8HeiTHegC/BGSvujM5T5Y1WNJ/39C9AxyXKyJfCdqs5LkmECsCDD9jP93X2gqsUpfcxi5bE9LqlMMUbB/1RVvaQyvwNd0/TzWlLdUowSOLAmoUSkTTA9OBujSFVjLF3rZnBOH6T8/Qt1/+4XYSx0D4rIwSLSMYN+LJZGwToZrx4UAZXUbVIH86JI9+BeALRNsz8TlqT8XQVE69FOg8sWvNgSTsGfiIgPXCUi96hqtqtC6kXwYhoXbAT+JWMwPgpnZ9BE6jVpD2yNeRml8kdSGRdYWkObXYC5GfSdyhxVzdTJurb72SOpTGmae7EAyAumuRJTLP+klEn9uyaWpPxdhVGqIsH/O5PeibYux9qEQrQ2MK2Osl1Iv9os3dhekvJ3VQ37Un9jpbqyA/o/mFV7NTEKM5auwSgoxZhVinvXUqc2OWv93atx5h+GmY58HMgVkS+AM1X1hwz6tFgaDKvgrAaoanXwkNgV43NRG/OBdF9NnTBfVwkqSXHGpf4KUKZkKtu/4XvMQ3gtzFdwk6OqH4jIZDJfYZNqIViEUdpOSVO2MqlMHLO8PZ2DdKbKwb9hPiY8QSrJ93M+UCAieSlKTiegXFUrRSThpJ06Nhrq6/9vYL00+zvUUe9boAzzu/uwjrK1je3v6hIwQwpk5VV2HVnRn2sZIhLF+GadrqoPJu1vVMu9qk4F9g98B7fH+By9IyLdtP7O/BZL1tgpqtWHO4EtJGmVTAIxq2mGB39+gzHP75B0PA/zoPs8qdpcjH/EsjZY7gybLZladDKV7d+wHUYJ+KuB2quVdCb44MXSjeXWjarg30ytXuMwPjZzVPXblO2noMxHGAtOqzRlvlXVRJ/1tbZlwjfA5iLSK7FDRLpiHOIT93MiRoE7IKmMBH8nyvyJUUJSrQr70TBMxPx2lk35iMhAjPJRI4Ei8RBwiohsmHpcRFqLSMIJ/htgVxFpkXR8S4w/S0ONbUiKdRWsetoF46+TjhzMGKlMqtOCmkMlZEutY0tVq1X1I4xPWhfMikOLpcmwFpzVBFV9S0RuBx4Tke0w/gqlGCvByZi5/vdU9f3A2vOiiFyEmd46D7OC5JakJl8DThORHzCOsceTsiw3C6ZiHu67Bv3NDHx1Us8hU9kyQkQmAk8CvwFhzMP+dOC2ZGuBiOyI+VrfPNi1m4gsBH5R1V+CMh0wq17ABBDsISIHBHKnBr5L5n0RmYpZ3v0nZjrk9KCNh4L6VSIyEzhIRH4GYpjghDXxFOaefiImKu0MjHP3QIzz7B2q+puIPIhZ0XYzxtoQxVhU1lXV44O2Mro39WQUZtXSuyJyBWblzFUYv6jEuf8qIs8D94pIS4xV7QTMuD0lKOMF53CrmDAF4zErjDagYXgCY/l8W0RGYsbbSMwUVV0Whcsw1/0LEbkD418EsBVmpdSNwFeYl/gpmPFwE8YB+EbgJ8zKpYagArguUGz+wvx2ItQQaFBVlwa/kStEpBhzrhdhpjXr+1tPZirQSUzogZ8x970lxvn4Rcy4bYMZI5NVtaGstBZLZjS3l7PdstswD/6PMQ+pKoxvwK2suGqnA+YluRjzUPwU2DKlnQKMcrAI8/V8GTWvoipIqTuLpJUaQG+MCX8paVYLpdTNRLZRZLCKCrP8eBomAmsh5kVzBCAp5T4h/Qqhq5LKDK6hjNYhw6EYZfNPzJfyXMwy2YEp5YZhlJpY0G5P0qwKSirfCvPi+jO4z3MxTrfbJZURTGTrKUHfC4Pr+b963puVVtalHF9hfCS1/zpmmXspxmG8b0qZPMxS4QWBnN8Cu6aUEYyfyMKgrWcxy60zWUV1a0pbR5MyboFNgC+D/n/DLL2fBtyZwTjLwSgTk4KxVo6xCp0NRJPKbYqxrJVj/FeeAzolHU97v2s4h1Ek/QZYrjhuH8hRCUwGdqjjt7lOIFMZMAez/HyF+5h6vWqRM1WmKEZ5/CcoPwozZfY0RrmJYZ4tz2OCbTb789Nu/61NVDNZIGCxWCxrDsG02jTgRFV9ornlqYsgsN7pqtpsOecsltUNO0VlsVjWeETkYsy0zmzMqqiLMdaihpo+slgsqxhWwbFYLP8FFJPwdC3M9M544DxNiltjsVjWLOwUlcVisVgsljUOu0zcYrFYLBbLGodVcCwWi8VisaxxWAVnFURErhCReSLii8io5pYnGRE5SUTGisgCEVkqIl8EodlTy+WIyG0i8o+IlInIOyLSM6XMFiIySkR+q+1cM2krTZ2IiFwlIgPqf7YrtNdFRG4RkckiUioif4rIk5Img7iIbCgi40SkXET+EpGrk3NDNWRbNch6tIhoEC+lvufbM2ijrq1ncJ0L69tXBrJ8ktLnYhH5VEQGN1afjY2IDA7OpTD1PonJTN+kvgMiki8ic0Tk2TTHWge/90f/RfuJ8+3/7yS1WDLHKjirGCKyBSYI2b2YqLzXNK9EK3EpMBM4CRON9nfgPRFJjY56Nya+xnlBufbAWDFRfhNsh0lEOBETL6MmMmkrlQjGqXRABueUCZtjosg+D+wJnI8J9vZl8gtKRNpg4s4oJjLv1ZicVCMbqa10vANsg4nHUl/mB20ktsOD/ael7E+bJqAR+DipzyMwjsJjRGSdJuq/sWhH+pQcTYqapLdnAoeJyE4ph6/FvCuaLImtxdIgNHcgHrutuGEe3gq0rKNcbjPJ1z7Nvi8xGZ0Tf3fD5ElKDjjXFROw7vikfU7S/78FRqVpO6O20tQroI7Adlmed2sglLJv3aCPo5L2XYwJYtgyad8FGGWjZUO31YT3vX8g3+A0x64iJQBgA/f9CfBKyr4WmMjJp9ZST0gKxLcqbSwPLPkxRrlPDhh4OnUEmGxEud7CJOUMB39vFlznY+rZnmACAibOt39zX3u7/Xc2a8FZhQimaJ4O/lwamHQHJ5l3dxWRN0WkFGPhQUQGJE1hLBaRZ0WkU1KbiamGQ0TkCREpFpG5InJEcPyCYOpjoYjcJHUk4lPVdFMRP7BiosHElNXopHrzMDl5dkval0nivYzaSkNJ8O8TydMpACLSPpgSKgqu2yeB5axGVHWJmszlyfsSUZSTz3034H1dcfnxC5j0ADs2dFvpSJ2iShoDB4nIQ2KmFueKyMi67nc2iMimIvJ1cE1/EJHt05Q5XkSmiEiliMwWkQvq2V0FRvENJ7V9VTDlM0hMioIYcGBw7CAR+Sno908RuU5EQkl1E9dsIzFTsGUiMlVE9ksq00tESkTk6qR9YRH5XkQ+q+e1vBmTzuD42gqJSFREbg5krxQzvbl70vGrRWRa0t/5IlItIt8n7WsvZip4l1q6OgOTCf5cERHgPkx6ilFBG6eLyPRAht9F5OwUOWu8B2nO6RARqRKRk2s7d4ulvlgFZ9XiGow5GEziy20w2bETPIYJz74XJidVB8zXbR4mrP0ZmBffWBFJzRR+E2Y6YX9MDJAnReQ2TJ6dYzHJPC8ADqqH3NtgvvoSrA/MVdXSlHK/knmG7X/bViJx6LWsPJ3yOiZD9HnAwZjfwcfZTneIyMaYa5967lOTy6nqHIzyUqO8DdlWLdyMSadwAPAMcAVJSTD/JXmY1B8PYcZYJfCamGSqAIjI+cADmOu/R/D/a0Tk9AzaFxEJBVsnTO4yBd6tQY5HgeHABDE+Yi9ifkt7Y9JGnEfwkZDCc5hUG/sC0zG5vroBqOrMoN7FSQrxZRjr2zEZKuyp/IlJXXKBmOzbNfEKZpr2esy05kTgTVnuY/YZ0Dfp42ZbjAK4iZgcYGDSPPiYlCZpUdVZmOfQ5Zip0M2Bk1VVReQEzLV7M5DhZeA2MXnlklnpHqT2IyZ/1VOYSNIPph63WBqE5jYh2W3FjfR5dAYH++5IKXsjJudN8hTGwKDsocHfPYO/n0gq0xKoxjzA3aT9E4AXs5T32KD9nZL2PQJMSlP2WuCvGtqpaYoq67aC42mnqDAPXAV2TNqXj4lq+1AW5+1gphemEZjzg/3VwP+lKT8XuL6x20o3hpLGwFMp5SYBL2R4vnVNUSmwc9K+AcG+4UljrhS4MqXu1ZgpGreWvj9h5RxhscQYTyPH3in7vyZpCjXYdwFm6qVbyjU7NqlMO4yScHJK3fcw+b+2De7RKdn8ZoI2Bgf99Qf6BP0cFxxbYYoKGJI6ZoP9nwEvJ43hauCApOv6KiZ6c+Ie3A5MzEC2cHB+CtyQNEbnkfQcCfbfj8lzFq3jHiSf78kYBfiQbK+b3eyWzWYtOKsX76T8PRD4QJOmMFR1Aibh3qCUsuOSyhQTJGZUVS+pzO8Y/5aMEJHNMV90d6nqxymHNV2VGvbXRUO2NRBYqKqfLmvcOFi+zcrXrDZuwFiFjlTV6pRj2crbkG3Vxgcpf/+C8XFqCKoxikhy2yS1vw3mJfxykiUmhEkE2SkDOT4Ctgy2nTHj7ok00y0rWHXErDjbDGNtSOZFzEt7m5T9y66Rmqzr/6SR7ThMROSPMIrTA3XIXiuq+gdm6vEiSb9CbihGCfwi5dqNA7YI2ijDTBUnpgV3wChA41P2jc9AnmqWZyi/Jfi3G+ac013HlsBGyU2wsmUtwZkYa/EhqvpCXbJYLP8Gm6ph9WJByt9dMF9a6cq1Tdm3JOXvqhr21bYyaRki0hujcI3DrOxJZjHGkTaV1mn6rIuGbAvMNUu9jpD+mqVFRE7FrHw6VFW/STlck7ytSCNvQ7aVAal1Mr7fGVCsSVM0qlplXDiWtZ9IEpluvAJ0x+SJqonFqvpt0t8fi8j6GOVwbEq5qqS/22MsEqn3PPF3Jr+TFa6Rqs4TkfGYaZp/pdwkcT3wM2bKNJX2QGeMEplK8gfKZ8DOwfT0QOCc4PhBgT/WAOC6DOWpSvm3S/BvJtcx9R4ksz/mQ+rDDOWwWOqNteCsXqR+tc9nRafUBJ2ARY0lhIh0BN7HvJAOSbECgfEb6S4i+Sn7V/IpyYCGbAv+5TUTkf0x1oMLVPXFNEWmkuIfIyLdMdaLqSn7G6yt1YDEtd2D5ZaY5G1yPdr8BdggZV/qb6QQoxik3vOEr0rWvxMR2RdzHpOBm5P9jOqLqv4CvAZcgrHQJbMIMz2U7rptnVRuPLAJZkqrOpBvPEbZ2RlwMc759SHhv5bJdazNung4Zvy+JSK59ZTFYskIq+Cs3nwD7CoiLRI7RGRLjM9FfR9ktRJ8CY4J/txDVdPFWkmY+fdNqrcWxlRek+m6JurbVuILMtVC8Q3QUUR2SGovDxhBHddMTGC5Z4F7VfXWGoq9S8o9wXyVVwDLpsUasq3VhK8wcq+lqt+m2UrqaiAN/TFOujUSKN/fsfJKnoOow+E2HSLSHngQ43syHGO5uCmbNmrhWqAfSWM9YBzGglOa7tollfscoxxdBHwRnPtPmOt+LjBVVRfWU7a5GH+edNexOOgn03aGAH2BV+pwrLZY/hV2imr15nZMkLD3ReQmjGPtjZiHzauN1OdoYGOMU2YfEemTOKCqXwf/zhWRx4A7g6WmCzHOh7Mxq3cACFaBJZY7twF6iMgBQRuvZNNWKsEUyUyMef5njFPqj6r6voh8AbwYrP4owqyMyWW5v8FKiMgGmNU/U4O6yV/OCwM/CjAvvzOB0cE96R3Ie3vCV6oh21pdUNUlInIVcJeI9MBMpziYFUg7qWrqSz2VtknXqQWwe7CdXXOVZVyJ+Y08gfF12QizUugRVZ2b5ak8gAlBcKGqlonIacBzIjI64YcWnOeVqppqiakVVf1BRN5l5fAHYzEW07HBOJiC8XsZgHHuvTioXyQiv2B8bRL7/GC8j8A47NeLoJ2rgIdEpCiQaUfM8+cSVY1l0dYMERmKGQPPiMihWr8VaBZL7TS3l7PdVtyofRXVSkGygE0xzo7lGP+B54BOScd7BnX3SKk3C7g1Zd8o4Ns65EtdzbJsSymXg1HAFgJlGKtPr5QygxuqrRpkHQb8iFFuFOgZ7O+AWaK6mOXWkC0zvC/ptlEpZTcM7kkFxrR/DSuuVmuwtjIZQ7WMgTrvd1LZrAP9BeVPT9l3BMaiUhFc/2+Ac+ro+5OUa1SKWQF2EiB1yREcOxij+FdhrAjXkRRsMfWapfudAIdifFoGpZR5KSjXIvj7ZuCfOs5pMGl+05iVWTX9BkZi/FeqME7H7wEjUso9ENTfNmnfhcG+/9UmU21jKGn/6UkyzADOznAsrHS+mGfXEkz4C8lUNrvZLdNNVOuzGMNisVgs6RCRT4GPVLWulBoWi6URsQqOxWKxNBDB8u0FwPpaf38Xi8XSAFgFx2KxWCwWyxqHXUVlsVgsFotljcMqOBaLxWKxWNY4rIJjsVgsFotljcMqOBaLxWKxWFYZRCQqIhNEZLKITBGRkcH+q0RknohMCrbda23HOhlbLBaLxWJZVQiCuuaramkQ7fpz4CxM9PBSrTn6+wrYSMYWi8VisVhWGdRYXkqDP8PBlrU1xio4FovFYrFYAHBb9lCNVzRqH1qxcAomwnyCh1X14eQyIuJiop6vA9ynqt+IyG7A6SLyP+Bb4FxVXVxTP3aKymKxWCwWCwBOXkfNWe+gRu0jNum+71R1i0zKikhr4DXgDEy6nkKMNecaoIuqHltTXetkbLFYLBaLJUBAnMbdskBVl2Dy0Q1X1QWq6qlJzvoIMLC2ulbBsVgsFovFssogIh0Cyw0ikgsMBaaKSJekYvsCP9fWjvXBsVgsFovFYhBApLml6AI8GfjhOMBLqvq2iDwtIgMwU1SzgJNqa8QqOBaLxWKxWFYZVPVHYNM0+4/Mph2r4FgsFovFYllOln4yqyprxllYLBaLxWKxJGEtOBaLxWKxWJbT/D44DYK14FgsFovFYlnjsBYci8VisVgsAWJ9cCwWi8VisVhWVawFx2KxWCwWy3KsD47FYrFYLBbLqom14FgsFovFYjEI1gfHYrFYLBaLZVXFWnAsFovFYrEEiPXBsVgsFovFYllVsRYci8VisVgsy7E+OBaLxWKxWCyrJtaCY7FYLBaLZTnWB8disVgsFotl1cRacJoYEWkBVKtqrLllsVgsFotlRWwuKkv9eRsoFpHTRaRrcwtjsVgsFsuaiLXgNCEi0hLYFDgG2BW4WkSmAq8Cz6rq3/Vte1ZRLAKcCUSA23u2i1oLkcVisViyQ7A+OJZ6sSfwmao+q6r/AzoDVwMbAr+IyBMisnG2jc4qig0HZgBXAZcCM2cVxfaaVRRbM0apxWKxWCxZYhWcJkJE+mAUkBcS+1S1SlXfU9XjgL7ANOBdEflQRHYXqX0idFZRrPesothY4BWgK5AP5GEUp+eAT2cVxdZtlBOyWCwWy5qJOI27NRFWwWk6HgGeAJ5Nd1BVi1T1BqAXMAq4BmPVOUlE8pLLziqK5c0qit0I/AwMxig2qeQD2wKTZhXF7phVFGvRUCdisVgsFsuqjlVwmoDA92Yn4G5V1drKBladZ4AtgJOA3YBZInKtiHSZVRTrBswCzgByqd2Pyg3KnATMmlUU6/2vT8ZisVgsazBiLTiWrHgCuE9VSzOtoIZPVXUfYDugFTBlh803eOynyT/kYqaiMiWhCG2QRR2LxWKxWFZbrILTyIhIW2AocEF921DV6ap6BtCnY6fOs0844oD8w/YZzofvvYPv+xk3U9/+LRaLxfIfwpHG3ZrqNJqsp/8uVZipIu/fNqSqi18Z8/EL47//tfjgI47m7luuZ+g2A3jm8YcpLyv795JaLBaLxbKGYBWcRiaYlvoB2KWh2gyHI+x9wCG88eHn3Hjn/Xz+6Ti26teLI/Yfwb2338TEr7+gqqqqobqzWCwWy38FYY3xwbGB/pqGOUD7hm5URBi4zSAGbjOI4qVLmPDVF3z9xWdcc+kFzPh9GgO3GcRRJ57KDjsNRdaQwE0Wi8VisWSCVXCahnWAhxuzg5atWjN0+AiGDh8BQPHSJYx9921uuOoSrrv8Qg4/+vjIDkOGRXu269+YYlgsFotldWcN+SC2U1SNTBCsbxPgn6bst2Wr1ux/yBG8++kERt54B1989nFo2HabjRKRu0RkvaaUxWKxWCyWpsYqOI1PT+AfVf01eWcsztqxOA/G4uyRaUOxONI6L7xji2goP1NHdBFhm+135LFnX+HNDz57FigFPhORCSJyj4gcLCLhzE/HsqpSWBrvWFgav7uwNH54YWl8zfgEs1gsTYyNg2PJnH7AlMQfsTi5sThXA78CxwEvxOJ8EotTa0qFWJyNgQk5IefcvIgr7VvkkBdx61wj7goacQVXcDcZsOnhfy2pHPHN5N/2As7DBAw8GZghIhcEAQktqxmFpfFwYWn8bEw+spOAh4DvCkvjA5pVMIvFYmlGrILT+GwC/ByLI7E4+wAzgXMxgfpCmJQKg4BJsTi3xeIUJFeOxWkTi/Mw8DWwmYjki4jriFAQDdGhRY5GQivfRhEIu6KuIyoiiIgjIgXAxt179Pz4ryWVx/61pPJJVd0JmAvcBMwWkcdEZGuxXsmrBYWl8Z0xOcyuwYylSPDvAODLwtL4Y4Wl8XbNJ6HFYlntEGncrYmwCk7js/X2O+w4BxgPPAN0YuUoxImUCqcAs2NxDovFcWNxTsRYWY4Mjq9wvxwRx3VEWueFtU1e2HODgRNyxAs7giMiaRJ2StDWIcDM+UurTheR6ZiX5AbA9EDOH0XkzCBQoWUVo7A0vnZhafwd4C3MNGhqPrLEfT4MmFlYGj+lsDTuNq2UFovF0nxYBaeRyc/P3+aBhx65Gdia9Ekxk8kF2mJWXC0FbgdaAtHaKjkiEgk50iovRE7IwREyMcDkAAXAjXvvf9CeQEhV/1bVG4F1gTMDmWeIyDMisqO16qwaFJbGhwNTMbGVak3Z4Xle1Pf9FsAtwOSOnTr3DSx5FovFkh7rg2OpCxFp63lei169+0QxVppMyU/aMu3L8YxHjqax2tTaV4sWLVs4jrPM0VhVfVX9WFUPA/oA3wL3A1NF5HwR6ZhF+5aGZyuMMlyrc/gf06exWb912HHrzfB9P/+3qb+su/CfBdOAEutvZbFY1nSsgtO4bLx2j56LHWfVvsyRSAStQQFT1SJVvRPoDxwDbAhME5HXRGQvuwJr1aS0pIQD9t6N4048ldmzZvDMqMfYe7ehiXv1lKoWN6uAFotl1aSx/W+sD84awyZ9+667uLmFqItQOKyo1joWguzmX6rqMcDawDvAhcCfInKriPRrClktmfHi80+zyaabc/r/ncve+x3IqMcf5uLLR8ZFZAFwTnPLZ7FYLI2NjWTcuGzSr3//Rc0tRF1EwhHIYgot+Pp/FHg0CBp4NDBWROYCjwMvqOqShpfUkgn3330Hd912E8+/+iaO43DPg49RWVnJzttt6Xbq1Pmi+fP/KmpuGS0WyypME/rJNCZrxlmsggQOuTsO2HSzJc0tS12EI2Go51hQ1d9U9WKMVecqYAgwS0SeE5FdRMSu3GlCHrjnDp58/BE+/vJbNtti4LL9d99+M71699bPJ/74WjOKZ7FYLE2GteA0Hi2BXsN2Hf5FcwtSF5FIDmTnBL0SqhoHxgBjRKQdZnnyTUB7EXkSGKWqf/xbWS01M+atN3js4Qd4491xrNW127L9v0/7jUcfvI+PvpgYb9W6dfMJaLFYVg/WkAWz1oLTeGwJfJmfn19ntOHmJicnBxpwLASOyfeo6mbAnkAL4GsR+UREjhKRjFeHWTLn3rtuY+R1N9O1W/dl+3zf55wzT+GcCy9ZYb/FYrGs6VgFp/HYHhPcrxpoIiVHtT61cqJR0TqcjOuLqk5W1f8DugL3AAcCc4OIydvY2Dr1wgu2Zfzx+3Rm/vE7u+6+Ymqzp0c9SlVlJcefdBpAOOzK1pl2UhLzwyUx/6ySmH9rScxv3QByWyyWVR6bi8pSCyISAYYBnwPXA18BZRlWrwAWYeLOlACxTCqpqrqO+JKdMlUJlE75afIzNPJYUNUqVX1VVffALDX/DXgSEzH5dBFp1Zj9r2E8ArwHlCd2dO6yFlXVVVx20bncdvP1/PTjJOb/NY8brr6SO+59yHNdF1fAERldEvNfK4n5XWvroCTm74SJbn0dcBowuyTmH18S8+0zw2KxrBbYh1UDIyJ5mJd3GfBxNMRMjDXncGABSS+lFDyMcnM/0CMa4jSgB/BUsD+t4qKqvq+qsWpfquLqhlzHdU2qca2pTnCsAnge6PXsk4+/hwnt3ySo6nxVvRlYDzgLc31mi8jjIrJFU8mxutK+ILSgfUFoD8z03yygLD8/n0dGPUeHjp34a+6fnHbC0Vx03lkcddyJ9Ovfn4grhMzAyANGANNKYv6lJTE/J7ntkpi/dknMfxt4m+UpIKIYn7I7gJ9KYv5ALBbLmouNg2OpgWqgGHhVVcsBoiE0GuINoBdwK0bJqU6qU4ax9mwSDXFeNERpUG9xNMRJmMi135NkBVJVT1WpivuUV3ri+ctnpxwRQo6II8uUluTpjDJgMrBdl1aRY7q0ihRirERNPhaC2DofqerBGGXnN2C0iHwoIkPs9FXttC8IfYRJq3EZULbz0GGV515wCWt17UYsVsn7Y95m2K67EnYdN+VShoG8D8e+f9l5Z59ROP6rbw8qifnRkph/FSbL/a6kTwFRgMlX9klJzH+uJOZ3atQTtFgsln+BVXAaGFWtxigQK72coyEqoiGuxLwkPgCqgPnAIdEQg6MhpqdrMxriJ2AgcJyqLlZV4r5SXulR7aX3nRERXMeRUJKWg1G8TgY269Iq8kNS8VKaeSyo6gJVvQlYB5Ps8z5gsoicIyL2RVoD7QtC1e0LQncCvYFXipcu9R554F6effFVrr/pVo773+Hsu9dufDtxwgr1SktL+b/TT4nO/+uvggP23eOFp558fKnveeexPMt9TSSSeO4P/F4S87dsnDOzWCzNgmB9cCzpCeK+7IYx8aclGmJONMQewACgdzRUc9mkOhoN8WJ5lXdEeZVXUlntu5l4FIsIIddxQ46UhBw5rkuryDNdWkVSqy5hFRkLga/OKIyfzpnAxsBvIvKmiOwvIjm1NvAfpUOL8KAOLcKy1aYb+CP23Jv+/ftzymlnMmnKNPbYc2+OPPRA9tp9GOM+/ABV5ZqrLmfbQdvz7Iuv8tKrb8oTjz4SGTZkx/zJk36ouzNDBDNmNmm8s7JYLJb6Y+PgNDxbAX+p6py6CkZD/Jpt46rEqMeqLBHxMX436VjEKqLgJFBVH/gE+EREWmAsBmcAD4rIC8Ao4HvV+q0cW5MQkS0xvluXvvnOBxv267/RgMSxnJwcjjvhZI486lheefkFLr3ofKqrqykpLuarbycDsNnmWzDu0y/06Scfl/33GcGQocO47Iqr6b722s1zQhaLpRkRG8nYUiN7UIv1ZhVlMU3oZJwtqlqiqqNUdTBmqq4QeBn4SUTOE5HOzSpgMyAivUVkgIgMBB4DLlTVx/pvtHEsnetSJBLhsMP/x1cTJ3H7Xffy3Eujadeu3bLjjuNw1DHH8/2PU+nWfW0GbbM5V1x6EUuWLGmyc7JYLJaGxCo4Dc+erH4KzhJYNr22SqOqM1V1JMZX51TMVNavIvKOiBwYrGJboxGRg4BvMCvsngGeAJ7OsC47Dt6ZLbZMvxCqZcuWXH7l1Xw1YRKLFy9i043W4+ILzuW3qVkbGy0Wy+qKXUVlSUVEegKdgAl1FF2lSJrmad2ccmSDqvqq+pmqHgt0A14ATgLmi8hDIrJx80rYqGwJvK+qG6vquqp6RzCl12Cs1bUr99z/MB999hW5ubnssdtQdtlpe5547GFr1bFYLKsFVsFpWEYAY1TVq7PkqocCbZpbiPqgqmWq+rSqDsUsN58LvCMi34jIiWtgEMGRwKYi8qKI7NWYHfXq1ZsrRl7LL9Nmcc75FzJu7Ads2LcHe+62CyXFxY3ZtcViaS7sKipLGlbH6akEPquRBacmVPVvVb0GE6TuKkxMl9lBdvOdV/fYOiKyA/ASZnquL3BxU/QbDofZbfc9eOaFV/h99ny++3YCVVVVTdG1xWKx1Aur4PxLEvl6Zs5d8ADIdpj4No3ChBlLnflLKob8U1yZH/eym5EIOZIfcmSXWkLtr6DgxOJILM5esThPx+KsW3+pm4cgEOK7qro/xl/nS+BuTGqIU0WkSzbtzSqKhWcVxc6eVRS7a1ZRrG1jyJwh1wJxYBwmA/yJiQOxOGu5jvQUIeOVZYlgkSWx6hWCRdaG4zhUVlbSpm2bCDC0JOaHszsFi8WySmN9cCwlMX9ngnw9X3/15XGDtt8ht7jCO6Ik5je4s+6EGUs3B36oqPLPLI3FnT+LKlhcWuXXtUraFfyIKziC4wjHAz+XxPyt0hT1gFYAsTjrAZ8CzwGHAZNice6IxWnRoCfVRKhqoareC2wE/B8wCPhFRD4VkePqmsKaVRQbAkwHrsEoFLNmFcVOnlUUa1Kn7MAJfBAm4nOuqm6iqj/F4uTE4lwCTBehveuIhlzx63qMeL5SHIt7JZVxrfJUl1RUU1YZ9+oaU/8sWKAdO3bCcVzBrBr8vSTm79IQ52ixWCwNhVVw6kGQr+cd4C2CfD0fjRsb3nX47i5wM/BrScwf1BB9TZixtMOEGUufwmQm3wgTLt9RYHF5tc4pKteyyvhK9UQg4oq6jiAiiIgjIvnA+sBHJTH/+ZRQ+17btm07xeLcAfwAbIvJQ+RgIteeBMyOxTkiFl91l5TXRpAaYpyqHgZ0xuRWGsHyKawhIssniGcVxXrMKoq9C7yJyQuWyMvUApNy45dZRbHtmlB+D9gcSEQcJhZnN+AP4BIgT0RCwTmI6wquIyv5g/mqlFbGvSUV1cR9FYLYpaY9n8Xl1VTGPWpQdBTQYKbPxVyTtYHXS2L+eyUxv2fDnrXFYmlSZM3JJm4D/WVBScyPYnwezsdcu7Dv+7z5+mjefuN1Rr85BswDvy/wfknMfw84s0XUmZdtXxNmLA1h/CyuD/pKF8HX9Xz4Z2mlRsLVfscWOW445BByxHMEJ/A3SVVGEgkX9wP2DPIP3RUOh50LLr70luB4bpq+coPtQeDcWJxjoyEyDnu7qqGqlcDrwOsi0g5jqboNaJmbm/vUy2M+bt1/4wEnEtznNE3kY/JAfRAoQWf0bBed3wSi5wGTKqq1fSzOq8DWgSwrsNzXSAm5gu+rer5KZdzX8ipPklSX1KeNq0BppaeueFqQE3JCrgPGwucC0qZtW1mw4G8223gDQqFQQhHKA3YVkRmLFy0q/OefBYtUVYCrVPX5Br4GFovFUidWwcmQkpjfEpOIsBVJCsCEr7/i3LPP4IADD6Ff/42Sq+RhzPe7lsT8YS2izpeZ9jVhxlIXk88qYTWoFQWprPZlcVkV3drmgnm/1WVliQTbVa4jVxcUtIhWVlZmYpnJx4Tn/yIW5/xoiPsyqLNKo6pFwD0icu+G/TfZod/GA8Ycse9ueZttuTUHH3k0Ow/bnXC4RjeTPIxz+fBZRbGhPdtFv25kcTt07datCvgJo3jV+htOxDZyHHRJRbVUe6oYJbau6TXxFMqqPFpGjRUwQYsWLfjtjz9ZtKgIz/MS/aCq+L4vvu8XiCOy9+673rBw4T9HY7LWWyyW1YXVey3GMqyCkzmdgJakKBzvvP0mRx97ApdfeXW6OhHMl+8mGCfXTIlgljtn4+Ph5IRdMNMH2dgA80UgHAlTWlKSaZ2ElWcnWP0VnASqqrOKYgsAb+SNtzPmzdE89sA9XHb+Wex/8OEcdPjR9F6nb7qqEYzj78ZAYys45SE31IX0VrYaERGn2lPIblpaXEdgufVmGe07dKB9hw411csF4k889dzne+w2dKSIFKhqaTbyWiwWy7/F+uBkx0pOCe+8/SYj9miUUCRNmmMpEo5QVlbWlF2u0uTm5bH/IUfw0tsf8sIbJkHlQXsO5eA9d2H0S89RUV7eXKIdN3innac0V+dZoDsM3qkM+BnjN2SxWFYTAr/NRtuaCqvg/AumT/uN8rIyNt1s9X9+e/7qGJuwaejTd10uvup6vpw8nWNOOo23Rr/Etpv05YIzT+KTD99vEhnE0BfY+cqrr/2+STptGKYBvZtbCIvF8t/DKjj/go8/GseQXYY1qUbaWBQWFrLdoO2bW4xVmkgkwvA99uGJF17nnU++5u3XX+GYQ/Zhn2Hb8+IzT4QW/rMg0lB9iYgrIvuISCLmzuMYZeH6Ll26rE4R9v7BTO9aLJbVAMFacCzAF+M/Zbvtd2huMf418//6i+qqKnYfsUdzi7LaEInkEKuo4JnRYzj9nIt476033EGbrnejiNwlIus1QBf3Ao8A74lIS8wqrz6qekcDtN2UzMYsI7dYLJYmxSo49URV+fzzzxg0aMfmFuVf89prr5Kfn080Gm1uUVYbjjpwT9bq2p3tdtiJocNH8MSLr1c+8cLr1wKlwKdBEMFTRKRGT9w62BQ4EPgdE2RwlqrOaCDxm5JZmFhRFotldUCaYGsirIJTT6b9NpX8vHzW7tGjuUX513z+2Wd0724/sjPl5muu4Ldfp/D8G++tsH/b7QcvUtVLMcv7bwe2B6aLyBsispeIZJPSYDJwFnAuJujiZg0jfZMzC+jV3EJYLJb/HlbByZw4ZjkwAEuXLqW0rJT5f/1VVz0J6mbMOp3ytye7JeIJ6rXy6tdfp9Cvf/9sq/lAZX36W1UpLI1LTsgZQi2xhz4e+x4P3n0r1956N917rPDezomGnGElMT9HVStV9Y0gYnJ34A3gQmCOiNwkIruLSMfpCyqGTF9Q8dL0BRUD03R1Nya+zhxgtqqWAcTiFGCW52eXjKyeqInil/VzQlXzY9Xe0G7d154OrCUi1g/HYlktaFz/m0x8cEQkKiITRGSyiEwRkZHB/rYiMlZEpgf/tqmtHavgZM4szEuqDKgcuNXWdOjQkTmzZ9VUXoEKTD6nFzLpIEgB8XbYdV7r0joHE4KEjJc3FVdU++VVnu+rJl5MtaKqnucrc/+cy5ZbbaO+SQWQCWXA58Blmcq2qlNYGt8Q+DLkyE0Rd9kvcIXr8eOk7zjhyAM58LCjOOTIYxO7FSAn5JAbcYcDM0pi/u7LDqqWqOrjqrodRjEhJxq9umWr1n8+/9SjY6qqqg4APpm+oOLZ6QsqOiZ1tzVGyX1TVeNB8tNDMT4tA8lCmfWD+1wd99X3VTXD+6yqWlHl+aWxuGYzplSVKs934r5eN+Gn6Z927NT5A+CMTOW1WCz/eSqBnVV1E2AAMFxEtgYuAsapal9MwuGLamtEMnhmWZIoifkdgdv/WbBgv8032SB3xp8L0kW5LcOseDm2RdSZlEGbUcyNOh9jJQqBSYa4sLjSW1Je7ar5Yk+nkPoCkhN2E0HZiIQc2hWE1XVEnTRB/9S8qaQkFvcKi2Pupj1b89Znk9ik3/p+u4KII4JfQ7DAcqAYk3Dy7WioaWP1NAaFpfFWmHQYx2DSYThg8jVVxn3P89UFdPL3E+XAEUPYboedeeLF1xPV1RWS0xkkKMcE/DuxRdT5I7Fz+oKKXEyqj/N+mvR9+LbrrwhN+/Vn1llvQ3r27uMdfszJVett0O9S4J51O+d1xUQr3q6iWgWzimp9VrYuabClv8+KLCqr8v5eEnMTycLzclw/P8d1IP19NkoKTnmVJ3ETHJCIK3RomeNHQo44aT7BAuVH4r56VXHfTRoY/tw5s6sGb72pDBk2fLM3X3vll9S6Fotl1cFt20vzdrmqUfsofeno71R1i0zKikge5oP6FOApYLCqzheRLsAnqlrjog5rwcmSFlHnnxZR54gTjzvqhs23GFgSDoeTo+NVAIsxCsDmdSk3JTFfSmL+XsBMjHKTR1J0adcROreOur065JEbdlRW/Gr3AMKuSG5kuXIDUBX3mb+kUpaUVYvvK8lf7L6qVsZ9nbeogsKSKvenSd8hjkO3Hr0pKq1yZvxTRlmlp76/gu5SHZzbzUCvaIi3VnflprA07hSWxo/BWESOxUTfXfZ7cETIDbtubthlzJujdf/ddmL7wUMTyo0nQEGOK61yw6nKDZj7uAPwU0nMv3lJuZc/fUHFPpj7fC6Qu9GAzUKjXnqb5974kKNPPI127Tu6xx2yZ+4he+5866vPP/XXmM++3xCQex946GaMsrQp6afOkt32lt9nX7WiytPpf5fy1+Llyg1AeaXnFJVUURX3Ndkqo6q+qhKr9qW4Ir5MuQGo8pR5i2POP8WV4vlKsrXP1EMrqj0qV1RuAJxua/eIHnvSqW4oHJ40f2nVsfOXVtnnjsXy36a9iHybtJ2YWiAIlTEJE2pirKp+A3RS1fkAwb8dU+ut0Ia14NQPEXnKcZyvl5RVlwN3Yr7+HwCubBF1Msp5UBLznwT2J5N8U6qUxuLMXxLDU3Ad8XJCjlvXfKYItMkLe/k5rusrLCyppKxy+QzFY/fdxpMP3slnP/25Qr28iEvn1lENu4KIvA2cFg3xJ2sIhaXxTzGOuwW1lbvkgrN59MH7OOq4k/TKG+8QgGjI8fIibp3XPqB8cVm1Wxn3PYIM4DVRXV3NR++/w7NPPMTXX3zKLsN29d98570qTAbzTPBU1fV8Ze6iCoor6nb9CrtCy7ywOoJUe+pVVHluXY8EAdrkh/3WeWEHoDLua5CVvEZKS0oYtEV/Rj3/avmAzbb4oUuryKAMz8lisTQhbttemj9sZKP2UfLiUdlYcFoDr2GmuT9X1dZJxxarao1+ODYXVT0IzPrDfN+/qkXUmVES80cDLeqRNXwHMlBugj5pkRvGdYWFxVWeBEkU60IVFpVVu0WlVZ7na+rXNVN/nkyHTl1Wqlde5THjnzKJhJx/Nlwrv1FyUTQzW1JLPqeF//zDPrsPYcYfv/PAY0+x/4GHiKC4InHXdbL53eRVe34iwWWthMNhdt1jH3bdYx/mzvqdddburGSu3AC4sxaWeaWVdSspCao9paikSnJCokqGYwpYVFbt+KpeTth1yeDcClq04PxLrmDkpRfmjR4zNqMHm8VisajqEhH5BBgOLBCRLklTVP/UVteaiuvHxkBJIi5Ji6hTXA/lpl44Ijj1iAQZ9zXtnNKfs/6g29o1r+Ktiv/3cjjcdtP1bLxeDyorK/nu5+nsf+AhgFEyHSf7a18f+vRdl3bt2mddL+4r9THK+k1Q55AjjqakeClvv/Gafe5YLKswq8Aqqg6B5QYRyQWGAlOBN4GjgmJHYVao1oh90NSPXYGmSULUyCwqKqRbj5oVnP8S7415iw16d+XWG6/hvIsu59ufprFW127NLdYag+u6XHn9zVx35aUhEclpbnksFssqSxfgYxH5EZiI8cF5G7gR2EVEpgO7BH/XiJ2iqh+7AqtbyPy0lJeXsVbX7s0tRrPywbvvcNF5ZzH3zznsMnx3Hnj0KVq2bNncYq2RbL/jzqzds6fOmT1zH+DF5pbHYrGk0MTRhtOhqj9iFlak7i8ChmTajrXgZImIFGD8Nz5ublks/45ffvmZgZuszxEH70vvPn2Z9OsMnn3pdavcNDIbD9hMgXWaWw6LxbJmYy042TMY+FZVS5tbkIYgGo1SVFirn9YayRWXXBB+8N472WTTzfhhyh907f7ftmI1JSXFxQAZrTS0WCxNi9C0Gb8bE6vgZM8a438DkJubx6KiwuYWo8kIVp997rpu6I57H+Tw/x1bZx1Lw+H7Pp98NNYBxje3LBaLZc3GKjjZsytwcOKPkpgfAc4G+gCXt4g6CzJpJBZnfdeRdiYEflb9q9ZjhtQVcRRVX1es26pNO/5ZkD6fVotoiJa5oVaxOP2iIaZk22djM39pVQFwOSalwdVdWkWKaysfJLuc6rpupwnf/xjvtc56IS+LpUAhV9QVcbNZPRSr9lhUViU5IZdo2Mn4yygadlQk+ylkQQSzkjvjMdIiGqJVXkgWl1VT7WV2co5ANOyIZDkev/5iPHl5+QCTMq1jsVialjXFgmN9cLJARHoBrTCZnimJ+cOBGZiX7FHAHyUx/5ySmF9j1uhYnJaxOHcD34uQ7zqiriuZJk4sywk5k0KOPIBJB5BJEk/fyI46IhpyZIWIbJ06d2Hhgr9XqBAJOfRon+d3aR3VgmgoCkyMxXkgFqd1hnI2KvOXVsn8pVWHYxJRngGcCsyev7TqfzVFyRURcUOhKfn5+d1m/jnf2WCDDdxo2NFo2PHq+i27jpCX42rYdXzHEQ25giO1R3L2fOXPRRXeb/NLiVX7urSiWotKq/xqr/ZbHQk5dG6dowXRUCIFA2SWWDMOVHRqlfMQ8AMmXUit5IQcerbP89dqHdWCnJB2a5tL+4KIV9dK+IIcVzu3jhJ2HXUd8VPHVC2UP/XEIxUdO3Z6OJO8VhaLxfJvsApOduwKfFBc4fUqifljgVeArphgfZHg36uBaSUxf+fkirE4TizO/zCpAY4HckXEERERkJArOI7UFHMmkQLiJBHZfL0ueadj8hK9h1F0amLZSzLoyxERcR3BFdPXWt17sHRREWC+yju1yvF6dsgjGnbEMdI5mIB4RwOzYnGOj8Wbb9zMX1o1APgOeAhoE8iWC7QG7gN+mL+0arPkOrE44Q022PDHcCjU9+dfp9OhQ4dcCXAdkbyISyTkrKREiLFSeNGwo05QPLiGBIqOpipHqkpRaaVOmVdMUWlVQkMRTJ4mKSqtYqnJiLpCPUegXUHY69AyQth1xAnuV6JZak+uWQ6MBTbo0CJ8KrAFZowtwoydlfrqvPJ9FkeEFrkh1m6XRwujYK1ATsihc6scNZGPJRFK3Q2uo7o1j9/qQMYb33rtlRnjP/3owVrOxWKxNDPNHQenobAKThaEQqH9L7jo0taYJIiDSR+FOB/oCbxVEvPfKYn5PWJxNsd8Vd+HeRGvEEE3eNfiCKRYBzzMC+ohoEeLqPNsi6ijAP265v/Zr2v+nsAemBxHyV/sHsunKVaKTmsGGRJyhJ691/FLS4tplRfWPp0KaJUXJnh5pY7CKMZ6dQfwUyzOVhlcsgZj/tKqdvOXVj0GfInJLpvu2hcAGwGfz19a9eT8pVXtY3GGPPbow39Nnfpr/7ffHUvnLl0iyRUSCkvYFc3PcQktT1jq50Vc3ODln9rRCspi8GIvr4wzdX6pP3dxTAP9JfXaC0BFtR+kzIirqtIiGvK7tImSG3GlhiCOiWjByooZzsswVqy9oyF2j4aYDTCwdysd2LvVC0APzJirSNRrnRfWdWq5z46I6zpC+4KIdm+b6+eEHFxHaFcQ8dq1iBAKlK8018Mo6o7gyAqKTjnwLrB+l1aRa1S1Ms11sVgslgbH5qLKkD//XtRq043WW/TRp19V9urdu8YQ/ylUO4I6jqiIRMjQV0FVfQXxPP0cOKFF1PmttvJT5pWFgNOBGzCKSE2Zx1fih2+/9o7ab5hbUhH3HSdtBvG0IgIx4NJoqPHjAc1fWtUboyBGyDx1QWVu2BWvqtzr2rlj7lHHHMtd99xXZ6VEVmwgi3QY6v9TXOn8uagC1az8X/yNu7d0wiHHT6c01FQHc29jwGXA3dEQ1bVVmDBj6TrAwz3a5w2OhhzN9D6rSSueSLpZU4b5dPU8wI37Ogs4pkuryCeJYyLyGvCqqj6TSVsWi6VpCbXrra1GXNeofSx6+rCMc1H9G6wFJ0PuufO2zUNuSHr26pWpcgMQxnzp55CFI6aIOGK+uHesS7kB6Nc1P96va/6dwG1kodwArLfhxq7v+1RVVWYzFgRjhdouizr/ht4YpSqbvEw5IVfck044LjcvL5c77rono0qBRUMzVW6COk5JLO4F3woZ32dHcMIhhyyUG1h+b++JhritLuUGYGDvVr8P7N1q59ywU5WFEhtYZQQR8TJVboJ6LlAacmTvZOUm4G1gz0zbslgslvpiFZwMef+9MVtuvc22XlPNH4oIiemoLFjJ36Iu8vLycByHKVN+zrbqKk9paQmvjX6VW++4G8fJfKiLCBMnTuTE446hb++1WatjWwZuPoAzTz+VcWPH4vsr+/w2w5qDrO+1iDSZuVZEfJG0PjljgGHBijaLxbKqIU2wNRF2mXiGzJk9a/DxJ54cZw28Zjk5Ofz8009svvmaleT5iksvcVq2bMVhhx9RZ9lFixbx8IP38/pro/n1l1+kurqKrt26sdNOQ+jZqxcTJ3zDmHfe4vFHH8b3fdq0acN662/A9jvsyAEHHkxep95NcEarP0EW4OnA9sBHzS2PxWJZc1njXtaNgYjkOI6z3e4j9spkWfZqR8uWrZj229TmFqPBeeXlF+SwI46s8fjH48bx8EMP8Pn4zygsXEiLli3ZcsuB3PfgQ3rQwYdKJBJJW+/nn39m9Csv8dmnn/DYIw9xy003II7jtmvfkb4bbszWOwxl5933pWXrto11aqs7b2GmqayCY7GsgqwpcXCsgpMZO0ej0WkdO3Vat7kFaQzatmvLjD/+aG4xGpTZs2eyeNEiLr70cnzf55dffmH8Z5/w/bffMmnS9/w2dSqe59Grdx8OO+JITj39THr06JFR2/3796d///7L/vZ9n2deecsb89Yb7k/ff8P9N1/J7SPPJyeaS48+67LnQf9jxAFHEgrZn1vA28DLInKOjYdjsVgaC/vEzYy9uqzVdRywRio4nTp1Zv789NGMV1deef5ZANbr04Py8nJEhPz8fDp27ETfddflggsvZf8DD8zKN6cmHMdhux2HsMEWOyzbV7xkER+NeY1xY17j7usu5o6R59N/s4GceckNrNtvk7TtvPziiwzZZRfatl3jLT+TMA7j6wFrnunQYlmNsbmo/kMEq0f22n3EnkcDpzSzOI1C127d+PrLL5tbjAbliKOPo6x4ib/JJps42+84mD59+jRp/y1bt2Wfw45jn8OOA+CzsW/z2F03cPz+O9OpS1eOOOls9j74qGXlH3zgfs4+8zREhC0HbsVNt97O1ltv06QyNxWqqiIyBtgNq+BYLJZGwq6iqputgOIbb751fdIHl6sLtz5meFV1pswr2z7LatWsGAguI3r06MXiJYuzreZhYrE0BdVAVqtuOnXuws233alHHXOsNoVyE6xQqjGlwg677MGTb3/Bi+Mm0XeDjbnzmgvZZUB3TjvpBH777TfOP+csLrjoEt55dyyVlZXsvMN29Oq+FrfdcvNKq7ZU1fd9HVoS81tlKl9JzN+OLK9h0Jeqan2eEwXRsDM8Fq9xzcS7GAUnIV+oJOafWRLzny+J+b3q0Z/FYmkgbCTj/wjR3NynbrzltlzHkRscWfawzkSJMNHRfPVV8TPVcXxVL+75On9JpQO8N2Ve2WtT5pV1zVDcR4AXMEuIM+mwAlgcq/ZGl5WWKhnkLwooB8YBl2RY/t/yOSaIYTnUHfeFIC9TrNp7EJhI5udVCkwDbgn+n4kC5wMVnVtHnwY+pPbUGXTp2p3r73+GsZP/KjvgfycWv/ji8xUD+q9P5y5ddOQ117HTkCF8PfF7Zs39m8E778w1I6+kdYtcDjlwf+bMma1qkrOq5+tmwKySmH90Scyv8XdcEvO7lMT8VzCpHFzMuMgo95mvqtWe+rFq3zf9aib1PIBISMR1ZCTwfSzOpmnKjQO2EZGCkpi/I/AbcD1wADClJOZfVxLz8zKR02KxWNJhFZwaiMVpG4vzSJvWrfsMGTK0O5Dvuo6E3CBfs6EmJSI5d5Dr+ep6via+htO+JFTV91VZXFotswsrpKLKA8gDRgDTpswru3TKvLKc2mTu1zV/cb+u+f8DdgB+xryk07FCCojbb7r2isrKSoBrMC/oqhrqlQFzgX2jIXaNhphTmzwNRZdWEa9Lq8i1GJ+NMdSuRJQD7wPrd2gRPl1EtsYkQl1YS71KoAQ4H9gwGuJCTLqN56hdWSwDvgE2b5vnHrv9um12BfbGpE+oSamqBspDodD1J517ZceK8vJ8wD/9zLNeJymlQseOHXniyWdYVFzGTbfcxnffTWT9dXrJphv3Y/ToV12MD0tr4F5gcknM3zK5k5KYHymJ+RcBv2NWLCUCVCZ/PqUdi76qH/d8LSypkoUlVW5xRdwtKq2m2jMDuIbzUoCQI+TnuERCrohIPrAJ8EUszuOxOO2WFVYtjubm/njvAw+Pw9zT3hgLaSiQ9f+A2SUx/4CSmL9mOARYLKsLa0gcHJuqIYVYHBeTqPCWBX//Hd6k//rRmX/OJzd3xQDGqkrcU58Vb5lHHXl2gtQNK6QC8FWpqPS8hSVVrufXeD/KgKXACf265o+p6zymzCtzgCOBO4Eclr/gyoDvg3Z+g2WRZ+NAQUW1tgTuBnbHKFhgFJ44MBK4MxqqUQFqEuYvrdoReBzoiMk/Bea8FgLHdWkVWWn5cSxOHnApcDZmqibE8pQTzwEXREMsSlNv06CvviyfoizHKI8nA69HQysqQOOnLQ4DZ2KuVxiTYiJR733gjO3XbTMPQET2B14EwhXVug7wMLBloq9E2gPPV508aZJcfOG5jP/0E5546jn2P/DgRJeJ8xgdnN9mwKOYZKS1TauuMF5V1VNwl5bH/ZJYPO3HT07IoUVuSB3BT4r27DsCOWHXcWtORR7DKHcXxT3/CVXOu+O2my+74dqRkc6du3D4kUdz3Ikn0759+9R6ZZjcb8e1iDq/1HIuFoulAQi376Nt9r6hUftY+PjBTZKqwSo4KcTijMckcyx4/NFH+PjjcTz97AtpywbTBSQpJRmnSXAd8URw457qP8WVEqvOaNYAzAP/iX5d88/IpPCUeWUtgWuBEwkykgNv9euav8KNF5E4MEhVvwaIxdkO82LvDbwGnBUNMT9TIRub+UurQhin7+sxCuZlwH1dWkVqncKKxekFPAjsDPwIHBsNMbmOOgIcBtyDsZzcBlwfDdUeTXj8tMWdMArmAcAs4Njt120zPrmMiHwK5KnqMgtMLM4IVX0c6Ogrnu/rMiXknbfe4PBDDuCvhUvJy1tpBqeSII8WKQldayORf6u8yvMWl1W7NevYy8nPcb38HNcVEXJCoiGTlTSTvsrinoaB6vLy8vw5s2dRWlrKfnvtTmlpCfsfeDBHH3s822w7KHmFmx+c2+Etos5rmZ6XxWLJnnCHPtp27xsbtY9/HjvIKjjNQSxOKcFX72GHHMjuu+/BEf87qtY6nufja93Wm1T+XlrpV8Vr9p+ohe/7dc3fPJsKU+aVdQEW9+uan9avRESqgINU9fXEvsCa1bWppqLqw/ylVa0B6dIqkpWXdCxOT2B2qvWljjoFQG40xMJs+ho/bXF34K/t122zgu9WoBHEgFNV9bHkYyUxfwTGstQyef+2AzclP7+AsR+voCclk/U4rI77LCyp0rivWRmPO7bM8QqiRsnJlMDyudL+22+9iRuvv4YrR17Hk088SmHhQnbYYTCDdx7CPvsdSOvWrQFGtog6V2Ujo8ViyY41ScGxPjg1EI/H+eSjcQzZZVidZYMHfNaaYi3TUQ1Ov67582tRbnpjplLeT94fDeGtysoNQJdWkSXZKjcA0RCzslFugjql2So3ANuv2+bPVOUmYE+MMvJ4mmPVpBlTubl5TPjmK7YduCkfjn0/TbX6Ud+x2FArIo4/8RRiFRUM23U4E77/iU/Gf8Muuw7n43EfsvGG63DxBefy3bcTMl41ZrFY6o9dRbWG8+3EiXTt2o0uXbo0tyhNwbFAkapmncDR8q+4FPgumzAC4z79go8+/Yr8/AL233sEvbp34uYbryUeX72ziLRs2ZJOnTtz/713AbB2jx4cfuTRPPnsi3z5zQ84jsPuw3Y+SUSeFZGtsslubrFY/pvYh0QNfDj2fYYO27W5xWgqhgM/NLcQ/yVEpB3GmfjibOtuvuWWjP14PDPn/sPw3UZw60030KltAYcetB8zZ85oeGGbiJ12HsIH77270v5u3btz3Y238P2Pv96FGadPAnNF5GER2T4j5x+LxZIx1oKzhvPh2A8YmsH01OpOsJR3AGb1jqXpuBtYoKr1TjjZtm1bHnj4cf4uKuHmW+/kx8k/sEm/dd3NN9mAV19+sQFFbRpOOfUs5s79k1gsffihrt26V6rqraq6PrAjMB3jMD5VRM4QERs3x2KxLMMqOGlYvHgxU37+ie0GZRtIeLXkFqBYVV9ubkH+KwTLqw/ABC/81ziOw3EnnsyU32by1YQfvLW6duP4Y45krQ6tOPes0yktrSkc0qrFpptvTk5OlKdHpXNJWhFVna6qtwD9gWMwq+JmiMhlItK9kUW1WNZYErmorAVnDeWTjz9i2+0GEY1Gm1uUpuBwTMA/S9NxHma10z0N3XC//hvx1pixzC8s5vgTT+Hll1+gW6c27DpkB76bOLGhu2twNhmwKS8EiVIzIQie+aWq7gsMAboDk0TkYxH5n7XqWCz/XayCszLVH37wPkN3ycz/RlWpivta7fluNkvuK6o8lpZXOzETHjbjei1zQ9qldU6PWJy+mdYpLI33LiyNv1RYGj+vsDS+LB+RiOyECZR3dcYC/EeJxcmNxRkZi/NkLM6/9TwfCvxa040viflhYC+WBzHMBgfQaDTK1dfdyJy/Cnnh5dcoLi5m5x23oU+PLlx28fkUFxcvryFkHSzC95W/FlfI3KJy9TNcgaWqVFR5LCqroiqePu7ToYcdwY+TJ6XtEti1JOa3rqX9Kap6ErAWcG/7Dh1PyS8oWLLehv3HhEKhjMIqFJbG8wpL49cWlsZHFZbGO2dSByAWZ0AszluxOP+LxTN7rs4qioVnFcXOmVUUe2lWUax3pn1ZLI3OGhLJ2Co4KcTj8X3eeftNb5ddd601p5CJ5+FTXulp3FffV7TKU+KeX2veqbivzCkq96YtKKXK87W8ytOlFdV+3Ks90F807LB2u1xtVxDR3IjbGpgci3NrEJslLcHD+gZM2ob9gKuA3wtL40ODImcC0+3qqZqJxZFYnH0xgfrOAw4Bfo/FuSgWXxahOGOC6akdMb4jK1ES83fC5MM6muWPgkyiQCbKKCumCmH47nvw1cRJ/D7rL3YbsSdPPvE43Tu3ZadBW/P1l5+Xhxz5NRKS6zHpKipr68QoKXF/SUU1xbE4fy+t9CfPWcqisipqG/fVns8/xZXeotJqrYori8qqWVxW7aUuTz/iqGOoqqpk4oRvlnWZ9O8ATPqG42vLvzWzsKLDzMKKIyf+OnvjsV/+EN5tj32GtG3f4YvcvLwfReQoEVnJNFtYGpfC0vgBwGxMNOhDgT8KS+Pnt23bbisRuUZEtk51aI7FaReL8zjwJSatyn3AD7E4m9V2HWcVxYZgfIiuBvYFfp5VFLthVlHMWpwslgbCBvpLQUQ2BV6sqNYHMLmZkkPtA+brNWaezQ4r66Me4IQckeSw9apKUWmV/rUkJmmCAiogEVe8vJyQ6yQ9Q11H6NAi4uXmuCvsD6gItjOA5xNxXQpL44Lx8bgfk24h9aFZDnzWsVXOtur7d6nqFRlenv8UsTgbYFIebMLKKQ/KMJGhj4+GyDggjYicj3mp5SVbcEpi/tqY+7UTK9+vTIL3pSuTSKy5Ut1PP/m46pILz3V/+nGyC/wJjPx5bulrwE2YacsoKWO7Ou5TWhVXVZSUjyNH0NyIq7065Du5keXd+aosLa/2SmOey8qRvn3AKchx/fwc10noDv3X78NWW2/DY6OeSShtqcpMKSbf17Etos4yTWhWUSwHk0/sYszvdpm10vM876MPxni333D1/N9+nVKgqk8Ao1R1SmFpfEPgMWAjUu7z4488WHnz9VeHO3To8MbUX3/ZEPMseKGgoOClvwuXbOu67o1BP8lKUyJ1xsvAudEQhUky9gAewOSLSx1T5Zjf86nAyz3bRe3D2dLkRDquox32v6VR+/jrwf1soL9mYg/gnWiIOzBpCl4hSLioahSb8ioPX2s0trmAxH3VqrjvqSpllXGmzi/15y2JafDBmvrCEYAqT1lSXk1FVVxRpXV+2F+7fS55Oa6kUW7AhONvi1kB9W0sziaFpfF+wFfAE0B7Vn5ZAuTNnjljiPp+y28m/ZpbWBrPOKz/f4FYnJaxOPcA3wFbkz6fUz7QDRgdizM2FifTKYazgVcTyk1JzI+WxPyRwFRgGOnvV2K8pGYC90lK6pqmXvIY9ZP+rdhx8E6Pf/HN9+2Dc/gOeLB/t4LZ/bsVlP32y887YZZjl4EJAlhcUe2VVMZVzbhf6bnhK1JW6cmUecXMWljmVXs+pbG4/rU4RmlsWYzD1HoOQGmlpwtLqjRWbcrtOnx3/fTjjxLyp3tGFQAbAB+XxPznS2J+p1lFsT2AmcBFmGsYTq7guq67y257Rt79bGLHD7+aHNpiq23XF5GxPXr2+ufB++6aVLhw4UDS3OcXnn0y59Enn3PGT5g8bMHSyln7HXjIGRts2K9nixYtJ24+YKN7brrhuhZz5sxJtQgJ5rd5MDAzFuf0+UurCmYVxa4BfsVMUaYbU3lAO0zgx69nFcX6pyljsVgyxFpwUhCRr4FLVXVcYl8szlaqOqqs0luf7ELh+4tKq5x/SioJvnoznX30N+7e0gmHHM9ZntCwzjpxz48HOa1C1KC8fjxuLLfffD0AM36fzpQ/5pZjLBF92heEap2e+C8Qi9MGk4E7l8zzOcUxkYeHR0N8VlOhILP5l0AXVV0Q+Nr8jnmp1ZYUM5nkcZTNmEqM24kYy8fPKbKFWZ6zrCUw/rLr73xv/8OPvbgkFm9JFnnWBLzWeWE3J+xmIx+uI9q+ICwzZ/zhDei/njtnflEiRUNtVJVWxqmM+1nl3wLKoi6Rzz75SF958dnI++++wzbbbs/Bhx/JsOEjyMnJAeD4ow6jzzp9ufjykQDxsCsaCTmeqka//uorXnjuGV595SUGbLoZRx51DPsfcCDh8Aq6FapatrCkMuwrcdIrsOlI5N86ome76Ogszsti+VdEOq6jHQ+4tVH7mPfAvtaC09SISEdgfWCFRD/REN+UVXp7Y75os8nz41RUe16gQ2b8oBfBiYQcslBuABxfiWC+XFf+wvZ9Tj7uSA7edwRLlizm6y8/Z/iIPcE8cNuT+Qt2TacT5hpm87JMZCZfv45ytwA/quqC4O8o0IXsrr3U8P+6cDFK2C6pyg2Aqlar6oWq2gbYH2h/7SX/d/22G3TxXnzi/irfzzxnmoIbcp2slBsA10EUvN591nFbtGjBIw/dn0m1SNwkI83KCukI+a7rhnYeOixy/yNPMvnXmYzYax8ef/gBNlmvJxeeeyaTvv+WPuv0TfYtCjmOiIhEHcdh2+224+77HuCP2fM45rgTGPX4o/TfoC8PPXD/CrF8FPKD32Y2/jVOcE7WimOx1BOr4KzIbsA4Va1Kcyx1eiBTmt1E9vu039io79q889YbPPPia9z/yChAuPhyu3iqqRCRFsC21CNycQOS0VhU1ddVtT/QvWOXrn88dNvIyC6brMXIs48nVl6r732DseVW2/Daq00XmqmgRQsOPeIoXntnLB98+hUdOnTk+KMO4/abr+eOW27ggL2G8/QTj6atG41GOeDAg3hv7Ec89cwLfPD+u2ywbm8uuegCvp04sVbna4tlVcTGwVkzGQG805QdFi6Y36jt/zVvLjsP2pKOnTvz64y/GLbbCG66biS9evemfYcOjdq3ZQVuAJao6sq5CFZRVHXe02O+fvDDH+eXHXfmxYwbM5ovPn6vSfo++pjjmPrrL/h+fb4p/h1r9+jJeRddxoTJU7nmRmOq//TjcZxz5ilUV6f79lnOVltvzauvv8U7744lEolw7NFHsEHfXlx96Xl8+dknxCrsgkWLpamwCk5A4IOwCzCmKfr75L03uPrcE9lvh34cNmwLSoqXNHgfP3w3kc03Wpdevddh3PgJFBSYFeWffvQhRx93YoP3Z6mV/7GapsNwHAfP84jkRNlpt32apM+99tkPVWXchx80SX/pcByHk087i3lFZVx7020cduTRhEKhjOpu2K8fV119LZN/nsprb46hdZt23HLdFWy+fncuPOtkpk39pZGlt1j+BTYOzhrHNsAMVf27sTsqLyvlirOOYdKEzznh/y5lUeE/HDh4Y37+IftIsy889yy5YaFD25a0LYjQu2s7efC+u/hx0g/sMWwwg3ceyqdff4/jmFv92isvUl1dzYmnntnQp2WpARE5HON/cVUzi1JvXn36YQYP32vZOGosPv5oHIcdvD+9unXC8zx+mbKSu1CTE4lEOOnUM7nr/kfINom5iLDBhhty5nkX89r7n/HVT3/QoVNnjjpwT4bvsCV33HgNP0/+wU5jWSyNQGafI/8NhgONPn3w7Zefcsmph9Oh81q8+ql5eO9z+HFcfubRnHHECN6ZMIP8gswD2N591x107tyF8y+8mP4bb8oLLzyrV19+sVRXV7PDTkN4/pU3Vyh/z523ssXArTP+ErU0CFcCY1V1tVylNvnbL53FRQs57cJrsq7r+z5ff/4pH33wDt9P/Jp/FswnEsmhfcdOtG3bnlatW/PXvD+Z9+cc/p4/D9/z3F69+3DUMcdx2hn/R6fOGQcTXi1o2bIV511yFWdfeDnfTfiKse++zenHH0F1dTW77LYHu+6+N1tus539fVqalab0k2lM7K9oOcMxkX0bBd/3ueXy/2PMq8+yw7A9GHnnE8uOtWjZmjtHvc7uW/bi4duu5uwrb86ozVgsxuRJP/DaG28zbPhuVMV9Nhu4NTffnj7FUXl5OT//OJmX31ht3EBWe0RkHWAdTOqF1ZL7brw8Z531+9OmXe0+W0sWFTFuzGi++exDZk77RZYsKqKyMobjuLTr0IG+623AFlttR2lJMfPmzubvv+by+7RfadehI1ttuwM7DhnKEYce4oVcN5vVg6slrusycJtBDNxmEJeMvIHpv/3KB2Pe4oarLmHe3DkMHT6CYbvvxZZbbxui3Zql5FksTYVVcAAR6Qz0Ar5Od3zCjKVObtjZs3PraH62mu2M6b+5F55xHH/Pm0OsooKRd41i8K57pi2718FH8dpzj3H2FZkpOFdefin5BQUMG74bsCzxYI3a95233EBBQQt23GlI6qFIXsQdEYvzTCIacmNQWBrfFLgeGA081r4g1GgepNMXVPQFbga+AW7v2ym3du/Q5VRB9ikYgBxg71icZ6MhEyAv4C7M1OfU5MJBtOndI66Esh1TiSCBqWkDMiAccmVELL486nVdzJkx3f3t50nOLY+8tML+kuIlfPbBW0z4/GOm//Ij/8yfR1VVJdHcPLr26M1Ou+zOFltto1tsvZ2s1TWz5N4RV9R1nKyVGwFHVTWb66HZxRBKruhm21ddiAjrrr8h666/IaefcyFz/5zNB++8yUP33q6nHnvY+VWVletjoiK/o6pNs4zN8p+lqVc6NSY20B8gIv8D9lLVA1KPTZixdHNMVODeBdFQXruCiIhQZwA+31e/2ldn9xG76R8/fy/D9jqI48+6iBYtW9dYpzIWY9fNunPpjffqGScdJwXRkAK+pOnL9306tGnJiSefwvU33qyqyKKyKi9W7dEyN+wKrPQQ7t93bXbcaQj3PbzMeuQBbjTsEHKdMuAn4LhoiAb1gCwsjbcDbsVEdo1iQtLPAY5pXxD6pra62TJ9QUUBxtflVIyiEiNIqdC3U25GKRVicY4B7sAoLXWllE8EwEsEZisHTgNeyg1LKPj7BFUdlahQWBpfH5MaYBNHyA+ZlB5euvucTKDYSNxXDyDkiEua+5wGD3BdR3AcKQN+xNznX+uoRzgcedhx3f/93+U3ycQvPg5P//Un+Wf+PKoqY0RyonTq0pX1+g1g4PZDGLTL7hQUtPQcwe3aNqqqop6naAa+fgIaDonfNj+SiF5cZ0BNVfVUcf9eGvMRNBxyHCezJ7PvOkJBjiuej6Try/d9Hn7gHg478hhatmwJwX0W8HPCjrqOuBm+BHxAYtWeLK2oRldO01JTnUrg2QvOPOnGl597aifgIGAgZhHES5gpz7Ja2rBY6kVOp77a+eDbG7WPOffs1SSB/qyCA4jIc8BHqros0MWEGUs7ALdhcjoty8sjAu3yI15BbiitEgEQq/Z0RmGZf9+nM9xXTtuBbjsdzqCDTubATbtqi5ywRkJpPTU9EdxbLjpF3xz9orRt245tB23PSSed6g/ZZaiDUXSW1bvm6qu49eYb+WdRse+pw8yF5U55lQl1nxNy6NI66ueEHHGCHA+/T/uNbTbvz6RfZtC1e3cfcMKu+JHQCu+ExIP1CeCSaIil/+a6FpbGXeBkIJGvJyfpsGJSYLwFnNW+ILRg5RYyZ/qCCsEkwryX9FGIy4EvgJP7dsqdUVd7sTitMUu7jwrkTnfPasr1VAb8stEG6078/ffpR6tqPkBhabwlJlrw8altuo74rrDSfV7Wkar6ilbGPSeRn9IRyAm5viNIDUqOeSkLvutIuvv8GHBpNERxmroAiEglEAGp7NhlLa/fJltEBu4wNLTDLiNSlXUVQdoVRLzubXPdkOtg0pR4uqS8Wmp5sXuO4LQtiEg07CAiqCqeb5SXdDIlDJXFsWpv7qKYGw8uSDTs0LYgoo6k/ygAPAG3RTSkuRFXEn1VVvteECxQAfl7/l8MG7wt8/+ah+M47DB4Z7359nv9Xn36LGvTdYSckKMiaLr7xXKlaZmlSFUpjcX9siovoRCnq1eKSbZ6bM920cnJB4JApPsDBwJbYqJijwGeV9V/0l0riyVbcjr11S6H3NGofcy+e0+r4DQFwfLwBcBGqjpvwoylIcwX+HWYKbycdPXCrtChZY4fcZcrEVVx3yurijv3fzZDvp29hMKfxzP1yUvZ+roPCEWiCDCwRxsdvmEnCTmO5y77AkdaRkNet7a5bth1mDdvLg/dfy9vv/UGM/74nVAozCYDNuWIo47So48+VuLxOF06tOXMs8/hmDMv1aLSqrSfki2jITq3jiLgHXvkQe6Pk37g+ym/qyv4OWHXdZwav0BjmBfg2cCT0VD2AQ4LS+PbY3Lq1BWptwoTYfcq4K72BaHqbPuavqBiE8zLev06+kqkVLgTuLZvp9w6zf2xOP2Dtvslte1B2kSryfjdunRwNt10s9/eeOe9bcsrvT0w01U51BJ1N+SI5whOQmFRVQ9wK+M+cT/9bzVkXrawohVIBXzXrdXSUIG5z/8HPJ16n0XkqODcO6rqIoDx0xbvDjwCtCK4HiJobtjVXh3znbzIynqF7ytLyqu9skov+YXvCzgtckN+y9xQWsOLr0oQB3xZck/fV7/a82V2UYUkFPpUWuaG/Ba5IUeWK4sKSG7E9VpEQ+mS1uL5SmW157/68oty2onHSo+ePXn3oy/88Z9+JNdceanMmvEH622wIVdfdzM7DR22rF6QukFYfu0T51ejpSbu+xSXV3tVniaPoUTi3NOBF+pKtCkiLYEhwN7B9g4mk/nX+l9/qFv+FVbBWYMQkWMxD/GPga/uGjV674HbDe7pOE5G4fPzc1za5BuXjdGT5vmjJ/3lVHvmmn5702HktGzPRqfcvUKd3LDL7ht28jbr3trNCTvao12e5Oekd4eKx+M8/+zTPDXqcSb98D1VVZUUtGhBKBTmjS9/gzqWrRqLU8jbtE9H98JLrtDzL7hQQm7GS13LgE+jIUZkWgGgsDT+fxgFMZvQ9GXAH+0LQptk09f0BRX7Ac8QWEQO2G0HRt50F/023rS2auXAEqB33065da5sisVJZGdPvNjrzMv0yccfsfuuQ5k7f2Est0Vr1/O1mgyvhwiEHVFAqj31qjw/I7+UiOt4YaPQqOuI1KLAplIKfBwNregILSJ/AL+o6gpOY+OnLc4BzgOudB0J92yfR5v8cJ3z9tVxn0WlVX6Vp0407Hht8sNuXWNRVfF9Vc9X8RX+WhKrUaFPxnWENvlhLzfiumFHvFZ5tfdVXFzMMf87nHfHvMPRx53IzXfcC0n3ecrPP3LRuWfxzVdf0KFDR84890JOOPm0Zcvmc0KOF3LFpQYLXDoqqz2WVlSrb/LU3QFc1bNdtDSTusmISBvgGMy0LMDrwBvAl4GCbLFkTE6nvrrWoXc2ah+z7trDKjhNgYg8DgzAfD31FcfpoKr06rMeL7yf1ud4JX74czFvT/k7vqQivkxLWfr7D/z04FlsduGz5HVI72T56OGb+l1aRTN0GzB8+PEnPHD/fbrvESdJ/023zKjOGy88wV3XXMSi4rKVEgFmwPxoiLWyqVBYGn8aOCLbjoDq9gWhrBx8py+ouBwYCci7b43mrBOOYJPNtuTlMZ/WVbUS6NK3U+7iTPuKxTkRuJ0MckcN2trcm8+/nkhZLK6apUOrH0zTkF3uMwpyQl6odqtNTcyLhuiW+ENEdsQo/b1VdVa6CsUx/2XXkQPczBUpo7CoUUCy4a9FFcxfGqMGI1aNDFi7FSG3ZqfJJUuWcOZppzD61Zdp27YtTz79PNvtMJgqL/21Lyos5LKLzuWN0a8QCrnccud9HHzYkQDk5bha14/5l1+m8MJzz/LF5+OZ++efFBcvpaKiwq+srKzGWH+qMWOzAqN4zga+x1hovqrNOhNY/QYA+2CsOl0xU1hvAe+rakltslkssGYpOP/pVVQiEgX2Bfqr6jyACTOWlo59+9X8K87JPNKvp1BaueKH0tRnR9Kq72Y1KjdgHvLZvoi22mYQHdfZ1Pdr8E9Ix6N3Xk8kEuGzTz5hpyFDGj1YW3Nx1YVn0bZ9B2bN+L2xusho+mzRokV8//13jHn/w8aSo0ZEGiyGxaPAZzUpNwCRkJP1dKKI4NZDPIWslRuo+Tf2999/c9rJJ/Deu2No27Yd997/EEcfexxgLE01pe1q1749Dzz6JPc8+BhHHLQv11xxyTIFJx3xeJyHHriPxx55mOnTp+F5Hm3btmX9DTZkl12H06dPH6LR3D/O+b8zLsL4qbUBOmAS4HbAhBg4AbgIQET+Bj4HHlLVj5L7CpSfH4LtShHpAeyB8fl6XES+Ad4D3lDVRvuRWNYA1oxFVP9tBQfYHfghodwk2HCTLfC9+lt2/3j9LuLlS9ngyOwDozUGQ/fYj/EfvMXee+6G7/t07dqNbbbdjsMOP5Jhw4evEQrPg3fdQknxUq6++W5GXnJOs8py2cUX0q5dewbvtHOzylFfRGQo0AcY2tyyNDSLFi3ixOOO4d0xb7PWWl15/MlnOPiQQ7NuJxQKcdNtd7PFxuuyYMHfdOq0PFaN7/s8/dSTPHj/vfw4eRKRSIRBO+zIyGuuZ7cRI9IF8Ss8+6zTR9fVp4hsDRwJ7AqMFREP+BVjoXlOVVNXP84B/gB+A84F+mKeeeNFZDFmGut1YIL127Gsiaz+b7Z/x2HA86k723XoVO8GCyd/zPzPX2WdAy8klNfi38jWYJx12U1M+f1PrzQWZ+xHnzF0l2F89+1EDthvL1rkhunSsS07brc1zz79FFVVmYaLWXWoqqrivttv4MjjT6Xvev2obuZzeOnF5znhpJObVYZ/ycPAx6o6u7kFaSji8TinnXwia6/Vke++ncizz7/E9Jlz6qXcJOjRqxdt2rbjvrtuw/d9Xh89msHbb0ur/BzOOPUkCgoKeOmV11hcUsFb77zHnnvv/a8iFKvq16p6mqqug/k4PRyYB5wCTBERX0SqRCQmIlUYH6K3Mc+5nzGhGiZipq6ODo4/DUwSkRNEJCO/Q8uaj80mvpojIq0wyTVfST02d3adq4jTUvLnVKY+cxVdBu1Ppy2G/0sJG4ftBg3igYcfZcpvv1NcXsXd9z3AksWLmTbtN0495URaF0Tp22ttTjv5RL74/HN++P67Vd7Kd9WFZxEKh7jwiuvp3rMXvu83SxZqgGeffopYLMZFl1zWLP3/W0RkN6AnJjnoGsE9d91Jx7YtefHF57nj7vuY+edf7LPf/g3S9uCdh/Dw/ffQvWNL/nf4weJ5Ho8+8RRLSmOM/ehTRuzZOAGsg6CeL6vq7qraDvMsXx/jf3M4xlLTR1VDqtoB2ACYillpVQ6cj1Fk18c4jO8J/CUiL4vIocEqLYtlteY/q+BgfG8+UtWVnEx//n4CAPvvvBlPPXRXRlaNiqL5/HjfqbRZd0v67HNWgwvbGPw+fTrn/N+ZDBm6C/MXLmZpaYwvvvmWobsM452332LoTtuz7VZbdBCRahGZISLPicig5pY7mVkzfs8d/eLTcvHIm3Ach7bt2gOwuKiwWeS58YZr2WnIUCKR+gRDXiW4HxNEbl6dJVdxJowfR58eXbn4wvM45rgT+KdoKSeceFKD9nHK6f+H53lce+OtLCqp0PFffsPBhxza5NO+gcIzTVXHqOqrqvqhqs5IOj5VVffArDa8GBM0cBbGiXkwcChmWvJdjII0V0TeEZHjRKT2HB2WNQuxFpw1gbTTUwD7HHo0T77xKb3X3YDH7rmJHfp15og9tuetV55NaxkoXlzIt7ceFcrr2JMNjssszUJzM2/uXLYZuBkDBmzK2+9+sGz/pptuxgMPP8qsufMpq/RYWlY5H9gP+AzYGjN/XyIiX4rIJSJS//m8BuCkI/c/qGOnLhx0+DHL9jmuy6yZfzSLPDNnzODc8y5olr7/LYH1pgdm+mK1Zeb0qRy95yDOP+Eg+m+0MXP/LuS2O+5qFKVjo01MOIIjjz5+tUiQGShCd6hqD4xC8wkm7lcJ5jeeh1mB1Q0TfmE48LuIjBOR44Ml6RbLasF/UsERk3tqS4xz3jKmL6jYqSAaygm7Duv334RbHnyWT3/+izsff5kWLVtx46X/x/YbdOSAIZtz5TknMn3qzyxdsojrj9mF9h06sPPFozJ+iPZun0duxHWqPT9j/z7PV6YuLNFpi0qdinjmTtA5IYeQgxMP+iouLmaLTTdm7bV78PFnX6Sto6rEqn0tqdLWMwsrFqjq0araG2gLXIEJ0HcB8Heg8HwlIpdeevmVm0XDzjaRkFOfOaKsVuWIyPoz/5je58a7H17BxBYJR5g7Z2Zd1V1M4L+MiMXJxyh6taZuUFXC4eXWG88EORFqWpZTA5GQo/k5tcViXBlHwBFxsnEYVVVKKqp1wdLKtpFI5DGM9WZ+XfVicbpjFN6M77OqEvd8yivjxL3shocIHiZ43krE43EmjB/HTZeeyQE7bsRRe26HOA6vffQtb77zLq1bt864H1Wl2vOXBRasi4RSU1RUaBJcZe+s62GWhDc5qjpDVY9U1dbAthiLzi2YZervA5WqeiDQGWPZGw7MEpE3RORgEUkb1ykWR2JxDorF+SgWZ/X0tP8PIyRWYzbe1mTn8l90nheRs4DNVPUogOkLKtbG/IB3AvJUVT1ftbzSc7yk6+P7Ph+89QpffjKWyd99zd/z5uI4Que1ujLum598xw07Y6b87b/54/xlwf5SaRENcew2Pbxterd1I66jIiagW9gVSRdhNcHcpRWMn1mklXFPPTXjpF1uxOtWkOvWFFPEEejcKuq1L4i4QUh5Px6PO5ts2FfiXpyp02emnUqpivssraj2zXMewUQ2fh04u2e76AopFRJBxhzH2SccDm9ZWVkZzc/PZ8N+/Rm263AOPPgI7dqjZ11Dugz4Bzi6fUHoszrKJvc9yXEcd+pfpZ+TlFJh4AbdOPbkszj5rPPTVSvHxBc5oW+n3Dfr6iMI8ncwxnchl+UpFtIG+1tvnZ5svPEAXnr1NWLVvuctTwGQiHBb67VwHSEn7Kgkla+M+15FlVdrWIDciOvlhJxlfQUxUWrtq7LaY1FptR/3lQ/ffUtOO/YQee/zSa/26tP31L6dctOG/o/FiWIU24swjq4OGcTqSUQK9nXZNcgkojYEaSWq4/6Lk/9ciioHAzkfvv2q8+rTDzNnxnRKipfgui7tOnZmi20Hc8TxZ7Dztpt5BdGQE4QtXiEacjpUlbivVFb7YJSORE6sOoM6dmwZ4aMvJhYPGDDgpmjYPQiztDsTh90yTILfE6Ih6tTImwoR2R/jo7MF5qPjY+BqVf068F3cB2MB3woYi3k2jFHVxbE4G2ECp26IuQblGCvRKdEQc5r2TCz1Idq5r3Y74u66C/4L/rhtdxvor7EQkQnAZdP+Lv8M86A+H5OYcZmNOZHYsCp4uSRfJdcRWuaG/FhFmbz71mjZa7+DiUbNh31V3Pcqqj3nia9my3dzliyr4wjs1q+THj5wbQk74oXclbMmO4IXSkniV1JZzeczF3kLSisdT3WFN4EE+au6FeRq+9yIJNdrkxfWrm2i4oh4jrM8L88euw3l+2+/Zcpvf3gdOrRfoS/PV4orqr3KuL9CDp2AREqFK4B7eraLLrO2xOKMwET5bblkyZL8p58cxVtvvs5PP05myZIl5Obmss666zF3zhxKS0vYervteeixp+nQsWMlxopyKXBf+4JQxhYVERmGiemxoapOnb6gYllKhYEbdMs/+sTTOfXsi5KrJNI03Arc0LdTbp1fzbE4GwdtbsDKL6y06RrOOesMRo9+hZ+n/5kokzYnUup+ERMNN8gZtUKbquopuBVVnlbF/RWORUKOyauUPlln2lxZnq8sLqvyYlW+m8iqvcOmfVl3g/48+txriXtyOXBP30658eBaCCamykNAyzTXI60SoapUxn0v7mm6MZXIieZFQk664IRlwC+YxKA/AQwasvvJkyd+eU95WWlog403Y6vth7DTbvvQo8+6iMBaraN+51ZRR2SliMI1plBIo3ytcJia03L4QGWnVjnRtXv2GjHzj9/fDa7T4cDdGGtfurQcZcBS4PhoiHfTHF8lCMbTaZhVWuthprHeB65R1Z8C35w9gH1EZPCATTdbctoZZ3Xee599QgUFLZKvfTVmTN0C3BANEWvaM7FkQ7Tzutr9yMZVcH6/dTer4DQGIrIu8OkPvy84Jb+gxQOYh3WNIfQTuYDKqzytjvtSkBvyomGnzizOlXFP5yyq8B/5YpbbJi/MGYP7aJu8sObUHpveBxxX8FXVmfR3sT/l7xLHU631K1LAz3EderbKc9rnRejeLtePhtxlObISvD76FY464hA+Gf8Nm26++bJEjI7glFd5flml52jdWZzLgELg2M6tonMwKzEGUsMXa2lpKU8/+YS+/dabMmvmTJ0zZ7Z07NSZv+fPZ9huu0+77Mprd9huy42zTrQZBDz7NnCcBJYl3Dxgox5tX7rm1nsr9znwsEQesXLgU+CUvp1y61z6HIvTBrgJE425pkSbCZYpEXHPZ5N+69Ord299YfTbtZklEtfYB5xIyPHDrtSYaHNZR6q+p0p5pecA5OW4vmuc9uocU2DGVElF3C+uiK9wn999azT/d+L/+PLHGbTr0DFRrwxYCBzbvV3uPMx93oLaLRPLlAhVdas9X6viWmtepqTr4UTDjgSB+Sow9+xU4OVoCA0sB2OAbYA3X/30p1c7dO56J0Fi1TZ5YXp0yFNXxE9W6Gvoy8V8w0hqos06zi1ZWSwDJgPHd2gR/gE4TFWXxbKJxWkBXAOciPl4cjEv+mpMGpPboiHqTBOyqhAsIT8fs7quF7AYeDsvL++aoqVlg4uLi299643Xc195+cXwl198zi67Dueggw9l1+G7kZOzLJ1fOUZJOgl4MxrKbtrW0jRYBWc1RkRG7rzriD0ffPLldcnMjAyYl0s4JA7pv5TT4vvquw5OJOQSzjz/E76q//qU+U4s7nlZRCzWnm1yZXDvDjiysvIVi8Xo0bUD++53AA8+8kTyIW9JeZXrad2m+GTCrsTa5kfc4OWakYwnHHe0fj5+vHz742+/Dh+y/ZvfTvj6DMxL4yxVfTzTvkXkUuBKoI2qlqU57t39yDNPD99zv0OBv4Fj+3bKHZdJ27E4bTHB0aLU4W+ThF9V7TnzFyxk/d5r8dHnE9ho4wEZ1cvLcZ0arC9pSVgWE3/WpmSn4P29JOZWeysry9sPWIcNNxrAQ0+vFDGBnJAT69Ayu/sMeBVVnuv5tSvmadCQK3407N4GXB0NUQYgIl2AKRjfkN1V9QeA8dMW5wNX9miXe067FjlO2iyaNXWk6pcZRTGbdBiJ81kMHAe83r4gpCJSihnDj6VWiMVZDxMVeltMYL0zoiFW6xVqwbT0JZiVV13bd+ig++67v1x48aV07daNwsJCXh/9Ki+9+DxTfv6JAw8+lNNOP5O+666baKIMeCIa4ozmOgdLzUQ7r6tr/69xFZzptzSNgvOfcjIOXgaHH3PiGZCFchPUdTAvlIxTJDiOOBHXiWej3AD4qk5FtUc26RgAaRUNp1VuAA47aH+iOVHuf2ilZ7AbuAtlJWTIcaKB82zGMi5YsEDatGnj5eW4h0785quLMNazF4FHROT75OWoItJKREaKyAqJPkUkFzNNdkMNyo0LOGeecMQZmEzm62Sq3AR0DM4pU+UGwPEU76brrqJt23aZKjdgZi7JZkyJIbHcMht3PTfwC1vhPr/9+sss/OdvbrjzwbSVQq5ENUM/m+S+fF8zdtRNQuKeToqGuDBJuekNTMMoqmsnlBuA7ddtU7b9um0uaN8yZ1I2yg2ArySyjGdzXg7m5XxR+4LQa+0LQomvwypMioWViIb4DdgBWCsaYr/VXbkBUNXFqnq+qnabPmPO3/vud4C88fpo1unVnT49unHLTTew3wEH8sG4T/j620m0bt2aIYMHcdbpiVyg5AObNeMpWP4j/KcUHIxTXHzLbQZlnbG33jSly3gNjP3gPcZ9+D7Pv/xas6ZliFVUEA6HCRyrjW+J6vGY+f3WwHwR+VFEfsV8JZ8FvCUiv4vIRkEzzwHFwFU1dDMCiKtqSd9OuYv6dsrNOl9SfXn91ZfZ78CDm6q7BuH6y89n6G57LosftAqwzA9LRPphLDdTgX6qmvZeOiIZ+241EKn91ajgAERDaDRE1tOwqwPdunf37773fmbPW8DPU39n5yFDefqpUXTt1I71+vTklhuvZ/juI7j8yqtZunRpc4tryRAbB2f15HDg2TUh91KmxONxjj7iEPbeZ3+23a55Y/T9OHky/fr3X2mpr6r+HixBPxwzPfQTMDRYvtoL4/MzSUSew8ToOLqW5bgHQtOv1pg44RuWLFnMBRdf0dRd15tXnn+KRUVFXH/bA80tykqISFfgO+AbYOAqniupEmjV3EI0N3369OGRx0fx14IiJv7wE1tvsy1vvfUGO++wHWeefgpDdhnW3CJa/mOs+pGpGggRCQMHYebCd2lmcZqMo484BBAef+rZ5haFaDRKTk7NMz+q+iJmyip532xgaxE5EuPo+p2qvlNLN9sAXzWAuFlx47VXOuv0XY82bds2ddf15pZrL2O3vfalZRZxYpqC4Lf6A/A7sNMqrtyAiWNjUxsk0b9/f5585jkAzj37TKZPm8ahhx3ezFJZMqKJY9U0Jv8dU4ZRav5Q1eYJcdsMfP75Z7z15us8+ewLq0SU1aG7DOP5Z58O16euqj6NWe02sI6ia5Mmv1hj4vs+n3/2qZx46urjM/nKc6NYumQx19x8b3OLsgJFhYUORrFxgS1XA+UGjIKzamTWXcWIx+M8/+wzPPDwY6vEM8jy3+K/pOAcDjS/GaOJ8H2fww7aj6HDhjN0l12bWxwA7rznPkpKSmTE8F2G1qd+EGa+xhdesJQ1DDwpIt+IyA0isn595c2Up0Y9gSr875jjG7urBuOWay9n9732o6DlqmN4ePXlF9h4/Z6bY5zX11HVZonwWw/qpbT/F/h8/Gd069adrl27NrcolgwRwHGkUbem4j+h4IhIAcb59KXmlqWpOOXEY6mqrOTZF5rUmFErBQUFDNp+h/gXn49vFFNHsKqqJ3A9Jlrx8cCvIlIlItNF5CkRGZHl6qM6ueeuO9h20CBdXXy7Xnz6cYqXLuGaW+5rblEAGPv+GDZZvxenHn8UuwwbXgT0SJcEdxWmD2YJuCUJz/O49KIL+L9zzmtuUSz/UVaPJ/K/Zx/gc1VdGIuzfiQk65NFDp2AugKBpa+kuNma2SX7bgDwFVXgh+++44XnnuGhx55cFmG59v6ALHMlKaqS3RJbAO68+754ZWVlzyDgYp2UxPyckph/aUnMf68k5vevUy7V2ap6U0W1nlFRrRMXLi65pmXLlv8DJgCDMGHl45ImK/r4aYvd3+aXHOCrFmR6PkuWLOHXX3/h4suugiyv4b8gETU4KxJq3W3XX8GIfQ4kv6Du0/S1Xsu9IYP8Wx+8+w6b9VuHww/ch/XW35Cfps3xHxj1ovvZb4s2zLST+Uur+sU9v6+aYJhZoPX6PQPRSMg5IAjklwgcGqWGxL3/AWLU8Cwd9fhjRHNzOfTwI1IPeZigfysQhEDYUEQ2qSnPlaVpWFNyUf1XFJwjOnXq/Goszt3A9+0KIu2S8v1kQuoLJZNMlz5Aledr3FdfVTNKxOer+qqqW6zVmojrqJOZIqYOUFha6RcWx/wD9t2D7QbtoHvvs19d9TxAW+eFCfJZZdQXmCCGnmdmjDJ8uVQASzbYcMOTgOmYUPa1UhLzRwAzMUHFdgEmlMT8B0tifuua6sTitIrFuRf4Fti1oKDg3AVFS++oqNYXK6q1j6qGMdFkV1gXPX7a4u2AX4or4hfN/KdM4p6P72ud9/m6a67yW7VqzRZbbavVnp/xfQZ8EdSk+0LJbEwl2vVZfq8y6csDtEOLCM+NekhLipcy8qbaL3+Qj42/llT40xeWqOf7md5nDyAacdWR9IrYu2+/wYANenPEwfvSZ511+fG3Wbww+m3Nb91O5y2uaA1MHD9t8f3jpy2ucWXS/KVVrecvrXoAmFhWGW8d92qfvkw9NxFRV5bJlvHvOeyKhF0ZDMyOxTkCE/BvoaquNlGJG5h9MRGdV4hJVVRUxNVXXc4dd92buiy4DBiHsa4CICJRETkN+B74AJgEnNPIclv+A6zxXl/t2rXrHIlEtp/y2+9bYcLu54Zch44tc4hVeSwqq1LPrzERnwe4rlNjXLWaIrUmP9idyrhPtUBOyFUH1XSh9RP5hkpjcamo8qV1NML2a7eTWUvKdeaSMvwaIg07guaGXF2nTb7kh0PuheeexdLipYx64TXf99VJTdeQLLcjiOOIiDi0DzlSXuVRGotTS7oG3xGkICdE2HVcBeKe4jqioDXFN/AwcUIeBS6LhijGLKt9VkRy0/lZlMT8dUifAiIXk1Tz0JKYfy7weIuoyVoei+NgwsjfwYpRiPOC7Tng+1ic4zHjvghg/LTFXYB7gN2Cciwqq2ZJ+VK6tsmlY8sc0uQ1MhdDVV94/jlnt732pbQy7gB13ufgeriRkEjYXZZ2KjkHUl1jKjW4YmKc1XifE+3nhF3uvHGkHHDI4VpQUCA13WfPV7/K85m5pFTKquIuwIyiMjbr2kbbFUQ0lH4SfQW5XUckN+JKcgLLt94Y7V524bnM/2seOw0ZxvuffEmHDp18T1XmLq6QssplCUVzgWOAw8ZPW3w28OT267bxAeYvrXKCY7dhfs9RX6G0Mk7IFfIjIQ0Sy6b9jQGu56uoIiHXwQ2SbAaKZo3X3nXQnLCLY9rNDbYH+667rltYWDgxTZ3/BNEQP8bibI6JanxPYWFhbrt27XJHXnEZ+x1wEBtvskmiaBmwCJN/64PEThGJYj5GZmFSQXwE3ECG1jURGYgZB1/XFCfJkj1NGaumMVmjFZxYnM3POOvsN6dO/TWSn5+/kskzGnHpEo5KSUVciytWeLEn8jThOmlvduJBnPzSIaiXeFmt8OLwFSqqPSfkiOaEHAjC8ydC78eqfUpicVSX/7AdEXq3yXfWahFlamGJFlVUJR7ECHiuiNu7dZ60CxJtTv15MqOfe5wrbn6AopjjVi2J0blVjjqO+E5StFwBdd0VcxiJCPk5IckNu5TEqqkwL6UVEhTmhR2Jht2VFD3PVze4VolM1ol2l+XriYb4NVFeVV8UkYcwD7L/S+wvifkFmBQMp7E8f89Kty3Y7gDOLon5x4ZDjgc8gYmZU1OE6nxMiIBJgLvdDoOrx09bfBEmqWQo6G8ZvsKfiyrchSWV9Gyfp3k5IU1EyzVWNuSbb3+QwoWFnH3h5SvUS3efE9cyZLKFp9OWE9cs1QqRGJPpEkEm10sum0CTy9x95+2UlpZy//0PSE40ypKyasqrvEQ58U3gRXfO0nIpLK9coa+Kao8vZhW6HQpy2LxbG80JOeoudzpKVuiXjzMRwq7wxqsvc8H557h///03Q3cZrh98+pV07NjJV8VZWFLJorLqdOeVuM/3AOeMn7b42HU65QvwOMbPaqX7HPeUpRXVkhN2NDfsQpDbK7A8Ob4ivr/i5Q1kdH1V4p6qpvyeBSQn7Ei65LhA/pzZs7nr3vu3isV5HDg/GjKK83+JIKfUc7E4b27Qt9c/rdu00aqqKpn0069gPm7iwEjgrmiIqpTqEczKx8NVdbKItACOBU6uq98gEOQ4oCD4+1Bgmqp+31DnZmkeRKQ78BTQGfNefVhV7xKRq4ATMHnyAC5R1TE1trN6rMLMnlic/YGnB20zMPeqq69laB1BphIZliuqfFfAc13SZTeui4xz70Rcxwu74sZ99YvL407cr/s+LK6oYsrCYo3FfemSH/W7t8x1gqklfN9n963Xo0fvdXjoheUJigVo3yLitSuIuCKiriOSiRd7teeztLzaj/vq5IQcLy/iZhQN3xE0sBotEZFjgdfTJdUTkbuAQ1W1I0BJzA9hAvS1opbkpymoCNVBgsYwGX715YaF97/9PZ7bom0lSS9K3/eZ/cc07rruIv6c+TtLFhVRXV1FixatOPWci7n0ovMIOUJJLO6XV3nOCYcfwPTffuWTb6fU2Fck5HgR13FF8KNhd9n9yuTcgvPJJp9TouxK/iW+79O5fWsOOfRw7r5veWC/qrhPYUmlH/fUWVhe6c1dWu56dTwTBOjTvkD7d24lZk49/TlNnjSJffbanX8WLGC33ffg/ocepaBVG8/z1S2Jxb0FSyvdTMY9oAVRt7pTy5yM77MI5EVcL+w6riqeZxJq1t6JGktOQqaIKxoOrZTcfRlTp/7KphttyOKSCqLRaCXGH2WdaIjCTE5qTURE7mnTpm3v0W+81XHrbbbdDHgVOCsaYn4N5VtiYh4do6qfBR9Hc4HBqjqtjr56YCw/yShk7/doWU7uWuvqOsc17gKEn68dVmsuKjH557qo6veB0vv/7J13eFTVFsV/+07JpEGA0KVXsYsFESsCir0riiB2FHtFRcUC9oZd7F1RBOz67AUVsVJEegklhIS0Kffe/f44k5AySWYgBTHrffl4zpxzz7ll7tlnl7VmYXJpTwIKVPWeeMbZlj04vf732adJ69dnc+BBB9fY2GMJmelJnqzcYmCzjBubBK5n2HE9eUWOG9XEiQvNkv30a99MCsOO47XK7yhvu/Yiigrzuf/pN8v1UWBdftjTJMXnpPituM/L57FonuqzIo6qlYBWkquI62gRcEN6QN6ppum7GE9NCZIweTGJlNyKVPC81IS1a9cC8PwTD3mX/DPfu3rlcnKy11JYsJFI2Gwum2Q04+Chx7HLHvvQpUdvLjz1MGb99CP/rC4gI9Vni4jXdV2+/uIzrrz+lmrHC9uup0nAox7LshJ8pko9Zwn0qVI88q6JdxAKhbjn/gfLfe73WqQGPNbXi7I17LjxCX4C/2QXSIsUv9M+IyVmn8lPPcnFF11A/30HMOvXP2keJUB0XPX8viwPOw6DowzE77H8iVw/VSgMOZ5Uf/xaXyKCJ+q19VjiWFZMr00pnn/2GVq2bFmSyJ+E8Va0hP+ugQM8smFDzhcjTh/Waf7CJemxjL2okToFE4LOAJ5W1a/KNFkK7ILRIIsJEfFi5FoWYgoH2gLDML+bHYA/a+NkGtEwUNUsMEaxquZH5XsS5hrYZg2cYHGxddUVl1kT7rwnIYKp+ow9bs4eQ0TwVihHnvn157z/9qvcMel5UqqpjEn03ESELaAsqEkf6FuMIdmsPkuCX3vlJQA+ePtVmrdsTfuOXdj34EPpsf1ObL9LX1q33a5c+4KCjRQW5DPs3EvKxSNnvPMmth1h5LmjK41REfWtv1IRrutyz10TOff80fj9le1BEaEmr00sVNXjnFEjefmlF7h27A2Mu3l8pe+d+Lw2DYZ479enn3zEHnvWxDv534KqzhORBcuWLT004C1fOh+tOBuCWXe6YAQ381S1MOomuw4YjTFaaiq7bwWMjP7/fEwhwjAME/r8Wjqd/ySErSsHR0Q6A7thZFv2BS4SkTMwuVtXVLd+bLMGzhWXX7JXq1atOPqYYxt6KnWKooICrr7gNA469CgOPvSohp5O3FDVkBiRxN0wiYX1gosvvZyLL72cnxdviMvAfH3yI6SmpdO9d/kK9Scevo/d9+z3r2BnLfHeTLjz7jodJxgMsv++/Zg3dw5Tp73H4EMPq9PxGhoL/v6bSy9r5Hgpi2iIqRsVvC8i0hKzqfkA4+W6QFVXlWmSClyN8eq+WlPFnqquEpEkDIN0vqqGRaQHsChxyoBGNAAyReTnMv/9pKo+WbFRlMNuCnCpqm4UkceAWzH7q1sxxQajqhpk6387bwZEpEVKSsrBX37zfczql20JY0YeS3JKKrc/9GxDT2VzEAJOEpGMjcXORw09mVj4ZMZb7N5v/3KfFRQUMPevP3jp7Spz27YqdOzUGbEsdt95B36fUzeb2+XLl9Fvj90QEf6Yu4BOnTrVyThbC+bNm0soFOL4E09q6KlsbdgXyFbVuRU+74Hx1pwRq5OqFojIRRhPzCcisq4kjyaag9EaE77uhlFu/01Vf4dNSd2q+k+tn81/EvXicc6uLgcHyoUyX1bVtwFUdU2Z758CZlR3jG3SwAFeLyoqSr337ju1Q8dO7LTzLuTl5rLTzruwd79+9T6Z96e9zbQprxMJRwhHwnTq3JVhI8+mc/cdtui4rz7zKHN+m8UrH3zPv4VFtwLCwHnAea++/GLGqacNb+j5lEOwqIis5Uu48Z4nyn3+6P13kZqWRv/9DmyYiSWIYaedzuAhh9KlQ1vG3zwuZthoS/Hxhx+Sk5PD7n371isVe0PhmaefomXLVnERaf7HcDIVGONFZB/MQjWuhr4vYyod52PC10swifPdgbWYsPdCIBe4V0RuBZ5Q1YqVWY34lyMaspwMzFXV+8p83jaanwOGg6naXKt/5aoYB1rv3neP3/butw+2bfP6qy/z8ccfctLxR3PpxReRm5tbbxMpKixk3DWXMXDI4QwbeTZnj76EVm3acvaw4zjrlCOtnPXraj5IDASDQR6562ZOP+diunTvVcuzrnuISEeMe/kHoPCSi86/oYGnVAlvvvA4geQUdthl00Zj+bKlPPfkIxxx7IkNOLPEkZmZyfjb7uCuiXewevXqWj/+Weecy3c/ziJ/Yz69u3fh9FNPoqioElntNoMP33+P/vtWIsP+TyOazH0CZQwcEdkfk09zlqo+VV3/qNTcaFVthikdH4HZADVT1a6q2lNVD1PVU4FDMNxVC0TkcRF5oJH9uPawFTAZ7wsMBw4WkV+jf0OBu0TkDxH5HTgIuKza89hWq+mCNmMxMbpSI+77777jrom3s3jxIj7/6juaNWtWqd/qvODmDhmziuqZxx/mp5nf8diz5Zncbdvmzltv1o/fmyrPvvkBrdu2i2sQx3UJRlzn5ivO83z7+Ud89POiuLw33VqnOqlJ3oSkFTTKDUKc5ddlUARcnh6wnoj1ZZTcawWwSlV3FpGHgeEbi50UEhQutCTKWJigSzWeHJzhQ/vRpn1H7n7KvK8lUszgvXqQkdGcr36ZG3f+Tct0v3o2z62RaBVVjX369OpGs2bN+PaHTeHvjcEIn/+zVh1XE5rjXh2bO9vFqKJ66803uPiiCygoKOCKK6/mxptuKX1GHVeZvSQ3YZ2J5qk+mqclVDAHQKrfsxnJ9aaKqqrqK9d1SU/2MXX6+wwaXE7INh/Yuyzn038JInIgcL+q7lbms8+Byar6Uh2NuTtwIGY3/72qXl0X4/yXkNKul/Y899E6HeO3Ww6ptky8trCtenDA5HeUY7bcp39/3pn2HkMOHcpJxx9DOFzZsxl9FSb6/nWIYQTkbsjhqUce4MJLK//mvF4vl429heOHjdCzTz2CeDw5AjRP87tdWqZ4PvvgXYafd1ncoSnX1RIm10SgnkSLmw0EwwlS+QtzuJ8xruc9AZq3aHG1iKS/9PLLXttJLD9QRBLWZYrYLu2bBUgPeKvsZ9s2yxb9w8lnmkp2S+CRO8ep35/Et7/Oj9u48VqC6yK248ZNzaGGuMW1bdezmRuQKi/iW+9MY/YvvzD17SmlnyV5LN23S6Y0T4nfgEj2eWiS5LNsu/J5nXDiSazIWsc1147lvnvuon3rTN58/XXDM+Oqdm+dSpNA/NFxr0do2SRJU/yehCwwASKOksi1j8Khmmdq+rR3sSyLgYcMqviVH/Pe2WaQXWB3zS6w380usB/MLrBrkp4vF54SkV2BntShyLGq/hINYYwB/j1VFls5SioJ6+qvvrAtGziPA5MwGkjlFvYJd95NRkYGF194AWVefIXAqtQk76XAXIwadU3Q6PGnAHdiPBcRgI/fn8aQAX059qRh7LjLbhX7FQMb/F65+qzRl38/cMiRkXOHHV2tkZPi99AxM1mbp/n15++/UjsS5uqrrnTiII4LAQVr8kK3AB8RQ+SuqnMTEbUsweMRPJbEYxzZ0ePfBbxWRZspmJj6bqoaysoL7/LnwlXfHHDwITrx1pskaLtaFLadioyzFWEJ6vUIIriU12iqEo6r5BdHnIKQrQGfh5bpfu3QPOBGGYfL4b23XsTr87FH/wNomuzV7q3T+OyjGXLMcSdoWsCH32NVO5YIpCV5nJKFXBW1HdXqzitqAGA7qlHhVLXNAu3EsUCHMM/szVRzn7t27Uabtm25+qpSqR9N8nk0MzWJ/bpmsnen5k4gxvUogUeE7Vuluwd1a0WS11IF13YMk17ZOVqWxfU33sSa9XkcMmgwI4afyk59ejHrp59ITfLSOTNFu7dKdfzVjCVAm6ZJ7s4dmpIe8Lp+r+U2TfGR5K3+2oPxwHgsUQUchYijrlvzNVSgWJXXgfsw17AS3cHzz06mZ89eZTcXxRgZghEBL4tqGuTfgOwCOyW7wJ6IyXEYimGPXZpdYJ+RXWBXumlRXprjKW/MXApMqqccmRxMyLsRjSjFNmvgBLwUBrxcCewKfEMZMTjLsnj2hZf5dfYv3Hv3nSXKthOBrplp3geBnYBLgDyq8EREjzcPOLhzi8DJnVsErgd65qzP/vDKC8+xbx93LZMmv8TVN95ato+DeRk+AXTq3irlHmDAmKvHndx//4GFw485RFetWFZuEJ9HaNcs4LRumqRejyWWiOe5ZyZLx06dyWyaTO926TRP88d6c5cYX28AXXfcLu3WZJ8cDhyJYf8sjNGnZI5g1hcLSqx5xOsRLKnSiCjCLKzbpwesm9MDVqWdrIjcAhwNHLwqN1SclRd+Gvge2G3CfQ97li9bwm+zZ4mrSFHEIRRxKi3sIuD1iFqWaHQ34KlQKVfpWqgqRSHb3VgcwTZhGAGwLLH8XkvaNw/QqonfKWsrvvfmS/TZeTe6tExx2zQNaPa6Naxbu4ZLLr9GxND7a6rfQywDM+Cz3GbJPvyeciy4FiCOq9h2ZYPFeG3UcdzSkGCJPAOqRoagohFR5nyLMQZll4CX2wJehkav8zLK3Od3p75D+9aZFBcVM/nZFyrdZ49l0bZJsgzu3YaeLdPcihuttukBBvZoRZfmqeqxpESXyWgiGAOukhGRlJTEsy++4vw+dyEZGc04+IB95OD9+7Ny5QpJTfJI7zZptMtIcipexvSAl506NNH2zZKJMlV7on8k+z00SfapN8a1t0QcryUYguXSMxAFiThKpGpjsRD4C9g/PWCdluyTa4DewIdUMBZ/+P47jjjqaNj0e54EdAx4eT3Wgf9NyC6wJbvAPgnz7IzBaG55o/9mAI8As7ML7L4Vuh4ALFPVhWU+6wbkVEkFXbvYD/hZRO4UkYn1MN62izrOv6lPip1tNgenLII2AhyOEXAslQJYvnxZ8T577i7bbddhzK+/zn66Yr8l64MZwB0YQqkkzEIQxFT/XAE807lFoHTBF5H9gOc7dOry14zPv9++SZOmbdgkBVCIUcs9p3OLQKVa3b9WFibffM2Yqd9+8emgl6Z+6rRp197bPNXnNEnxeYTyYo9dOrbj8COOYtKjjwNG2TviuLJ8fbFEtYUKgUXAqL26Nv254lhBGx9wESZHyYdxrZfQ/FcrDRANc1lRwcKSsdYBZ6UHrCr5bETkROB1j8d77vL1hT6Mx8sfva4ADOzfl5S0NKZ//GXJRw7gSfJaeC3B67EcEarmzi8zTYwWpifiuBSFnOoEREvPSxXP+oKwbiyOyEE7tOahxyZzwsmnqojIuLFX8drLL/L30tUV+6mrqiHbtTyWEXu0qhB7LIMSsVNXBMtVHNVNGmg19MPjkRIN1UKMMvuogJfZFRtH7/PFeXm5t5x43DHJ33z9lXXyKcN08nMviGVZ1Y7luK4bdlR+WZ4jhRGHXdtluOlJXqlCaLP0chDlDbQEjyrqanlG5tmzZjFqxDAWL17EMcedwONPPYvfn+S4qp4VG4IUhR06Z6Y4aQGvVZM2iKqq7ahbFLY9ivEusUn7q8pTM5cwGn4VCWK8X5cCL5SIt1a4jgdhKjparV69OrVLh7b8s2RFYfv27X8Ezg142SbKk7ML7B0x57kDVWu6gbnPQeAt4PLMNG+2iDwJ/KOqd5U0ilZPPYd5Xz4OPKuqdZJ5LiKvYLxNtwOoJpZP1ohNSGnfS3uf91jNDbcAs28aWC85OP8JA6cEQZsAhkxqLCbJdVSyTwoxu7RDVXVWrH5L1gd3wPzw98CoYl/buUUgt+R7EfFjxORGAuep6rQl64MejGDcREzo4DxgeucWgWoveLvtOt7p8/ku+P7HWekZGU2dijIJwWCQ5k1S+P7HX9hl113L9XVdZeWG4qINhZELgJf26tq0Wld+0KYVRrRyGAkmtKqquq7arnI1MCk9YFXJXCxGOG0x8PCq3FBPzG6v0gv06y8+45RjD+e3v5eR2bJV6eeWoE2SfQKxVb2rgFsYsq2wERaK+2XnqrqfvD/NOvuMU1mVU1QahtitTzf23qc/j09+sVIfVVWPJeJNPNm55Joncu0VEI8lhZYl5wMvx9L6KotAIPBtKBTqf8CBB/HSq687mZkt477PEcdV11URE7KM9+TKidbGajDlzdcZff7ZFBcVMXXGhxw8cBDqqnp9lgCuFed9VlU3FHGsiKOJzA+iQpp+r/UocH16wMqrrnHQxgtcdPO46+967JFHvGvW5x4R8PLvIEKKA9kF9kBgOps2cvEgBATPPP2kg2e8+87HwB6quqRsg+g9OQnjYTxGVd+tvVmXjnERxrB5CrPx/FZVG0vcNhOp7Xtp7/Mfr9Mxfhl3cKOBU1cI2qQDxQGvia+LyEjgAmCfqlgwl6wPCtC0rGET7dsHeAWjn3KOqq6t0C8ViHRuEYgrDi0i4vP5nj7+hJPOfPaFlyq9sJ97ZjKXXnwhuQWxI2eu6j0pPrkqnrFKELQpwrigE4KqTk32ybE1tRORycBQVW2blRdeAlTJArdrr07sM2A/Hpu8qejCawmpAW8lY68mbCyOxCWyWBFHHLIfjuPw6Vc/mONs3Ei37TL54ruf2WHHnWP28VhU0gerY9yRHrCuj6dhlPH1xmbNm18PsCJrXULJ6Y6rm1PNVaVh+eknH3HFpWNYvGghKampfPr5N+y40841Vi9VhaKQ7bia8PwAVmameberudkmeDyeP4HljuNsUzTN2QX2uZjNTkKl1oUFBfm9urTNCgWDD6vqpFhtROQFDLHb5bG+31KIyHcYT9GumPf4Oar6dPS7LpgQWyZGwHNCXcxhW8K2ZOBsszk41SHgJb/EuIniVaAd8HpVu8DOLQIaw7hpA3yKiUsfU9G4ifYrjNe4AeMNOO+C0Vd/8P4MicVX8sbrr7J9n6oJAi0jf5AoNsvKFYkr8RhMdUNVScflcNb5F/Hhe9Nx3YZhW9+4cSOzZ/3E9eM2keE9/siDpKWlVWncAEjClfRbjLjvs6qGVPWGRUuWB4sKC7numoTs31rH5KeeYPXqLGbO+oPV2RvZcaeqr2sdI+Hn3nXdnq7rVgpn/xehqlx03qjk9PQmf2LegVUhGcN3VVdYgPEa3g08BJQtSX8AIxvxHibdoBFxYFvJwflPGjgVoaohjLLtLhia8Bp55qO7zFeAp1T1qUTrUKvD3fc+UNSnzw769/x5lb778ceZHHv8CbU1VJ1DjMBeJnG+XC4YcxmObfP6y8/X7cSqwITxN9K0aQYHHTK49LPp77zFPvvu1yDzqU0EklO4fcKdPPLwg6Wq6g2BcTffRnFRESmp1aV5bH0QkYMxnqy3G3ouWwO++uJ//D1/nvX2jI9vqeH9Z2Py7Wod0eqtIUAbVV2sqpeoaln39r3ASoy8QyP+Y2g0cKKI0j/3wXhkfhWRV0XkeBFpKSLJItJLRDLL5IDcGP239nnvgZ69ejN/XnkD57dff6WosJDRF46piyHrCtcBK1Q1Lspmr9dL3z335pUXn6vbWVWBt19/hVOHjyz3sl66dAmDDz28QeZT27hwzCW0b78dp5x4XIPNYfs+fdhuuw7ccG3DepI2A+cDC2tzM/Nvxry5f7HPvgOc7fvsUJOHuifUfiJ21Nt+NybH8ZlYbVT1K1UtCUPWGR/PtoZGHpxtEKpqq+pEoCtG+fZGTG5NFsbFOR8Ii8h6TAnlsM0gz4sLrVq31lWrVpb77M6Jt9OpU2fS0tLqYsi6wpEY7pu4kdmyFYUF+XU0narxwfR3KSws4Jrrbyr3eSQSoVOnzvU+n7rCS6+9yQ/ff8dPP/3UYHMYPeYSPvxgRoOFIjcTB2DeA40AZn7/Hbv13bPa91+0AGN74PfaHFuMLMMTwGBgUBl9oortvNHq1m7AWbU5h0Zs/Wg0cGJAVTeo6iRV3RWTuLa3qnZX1RZAAOPp6aqqtS/qE8W333wt/fbpX+6zjz/6kNPPGFFXQ9Y6RKQ30IJo6Wa8CIdD+HwJKTbUCu6ZMJ49996HlJTyeZYC2M7mpDZtnfh19i8AzPq5AQ2ciy7BdV2effrJBptDIhCRpkAr4OGGnsvWANu2+ebLzzlw4KCafhh9gMV1UB4+CUM+OElVF8dqIEYH6x/gK1VdpKrxkLc2gsYcnP8MVPVvVZ1f5r9tVV2jqtWWlW4Jzjjt1KZ//P6b7H/AgaWfvf/eDIqLirjsin+VW/8GDPlXQoqikUgEn69OQvZVYsH8ecyb+xc3jK9cZKGq+P1JMXr9+3DTjddzyUUXMO7m8Zx/wegGm4dlWRwyaAgP3n9Pg80hQZwL5KvqNsFUvCUoKiri7DNOZfc996J9++1qCtftjuH/qjWIyPYYduV0Va2OsOUhqqnY3Myxm4hIy9o8ZiPqDo0GzlaITz/5aLedd9lVk5M3VW7fNv5m+u6xZyXvQgW4wJFBm/YJDhkiwYoSVXXDttMvKy/co5pmQzEVagAEbfazhFY1jWXbNpZnU9WvqrqSeJkygiGbi6fteWcOo8+OO9N3z70rxUxUlZSU6hNiVdVKNDdDDRLpUtLPzS+2j/lrZWHbeNr/uChPflyUd/TY667x333nBJ6a/BzXjo1PvD06wc19T1Qbf7ptwl0sWbKYRQuj5LcaW9OtJkSfjYSfX1XNzMoL7x9nl5OAhnN51T2qVRlevTqLpx6fxOrVWRx3+CACyQGef+UtMMnD1fXdDSqTUG4hhgEvxOGR6Rz9t1bGF5FdMOz2n9fG8bZaSGMOTiPqEBs2bOi9bt3adzH5P4U5OTn8OvsXbrujSgbykoVEMQl9fwdtrg/axOt2GIShqa/RhVuyKIdtV4tCThvgt6y88D1ZeeFyiUEishOG2n1C0KZ90OYd4MO0gC/ZY0lZ/ahK8Pv92BGjk+qqUhBydNWGoDqu4saR86SqjusqEUfVcV23JiPif598yPy5c3j8mZcKgR/VsNpmE6Xod1UJJAeqGst1VckuCGteUcSNiprWLHqk6iqoHW1fFf9SrLHyg7bmFkV6A//8tbLw2r9WFlbp7vpxUV4v4KtH7xn/xgP33m09+tSz7qmnDY9nrJLTiFvrK4oiYD1wGaY0uCpJEHr07EXHjp24/rqrAIoUPsCQcOZTw4IbhQOQ5Peox4prbkD03My1DwAfZOWFp2blhWviw9kJqMzyuO3gNWACRnqinEjxh+9N5+B99+Tl559hjx17sP9BA3ns6eeLkpKSsoHTMtO8S2IdMFrhdDjwVW1NUkR6YDzDVT5XZXAE8AK1VwhyBsa42UFEGnWv/gVoNHC2Tuzx9/z57wM9gHFjr70q0rx5C8qGrMqgrJq2ByO9kIKpXloUtBla02ABL7MwJfJjMDuU4pgDqbqOquYHbYrCjkfNeMnAaGBpVl741Ky8cIl5fiOwpDiiF2F4KA4HUjyWkB7welKTvCJm3pUMlrS0dIqKCrEdV7M3hsnOD3vWF4Rl3sqNbCiMUJUREZVNoDDkkJUbpDDkSDCinmDExXWrNiIuu/BcPeCgQ0LdevQ8A+jfKt1X4tp+ECimCg+Oq0pR2NHl64vZUBixsvJCniXZRYRsV1039liq6qgqtqsScdRyFcKOimPOqUrF96gchK7ODZFbZHumvvWK/8RD90355INpNwEL/1pZOKRs+x8X5aX/uCjvfmD2Uw9O6P/C4/f7r584id0POsZauaFYqjMWo9dJbUeJEuiVvCdqKgUuJhoWSA9YDwIDgOHAWqoQ/7zgootDH3/4PsFg8Ij0gHVksk/uxOy8X4oeL9Z1LDcPS0SS/V5PwGcRfaaqu/bquCplCCBTMJ7G+Vl54Ruy8sKVNgUishfGU/FyNef/r0Zmmjecmea9DbNBeo/o/XrxucmMvfoynnnxNT75aiZT3//MGTtufLGI9QDQKTPNW10BwbHAKlWtJBezOYiGhl7BSERMq6m9qn6jqiNUdWptjA+sAQ7CVNpus/k8QmMOTiPqCCKSinnhTg94iQS83PfCc8+GBg0Z8hfmhV/ycnfYxBYbK3yTiiEvfDNo81nQpnt14wa8uAEvz2EW9mcos7iYNUEpCjuSX2xbTmVF7GSgOYYq/eesvPAuXq/38MuvvDoTY2ilYAyvknPE77VomuKTgK9U26h0rLQmTSgsLCIrNyQhe9Na5SiszCn2/LOmgOJweWVHV1UjjuravBAbCiOeslN0XCgKuxK2VSoYEfYTjzwYzs5ep5mtWnVu29T/dtumRrg0M81blJnmHQvsaEJUKYVlxnIjtqurc4OsyQt5yl6PkO2yeF2RlZUXLGdElHhEogYNUY2msudmRT8vMXQ0OpbjuKrr88OydmPYY0fH+vqzj1gwfw5XnHd6oN/27ba748Yrp8+cl/XpnysKuv64KO90jPfvvGcfuSd58sN3Wdfe/gBHnnAaABsKIzJ35UZyCsLljMUS48txVWxHY70bSp6zikZEIfAFsGN6wLouPWAVAqQHLE0PWO9gDJb7MM9USVJqCCg857zR10YikXCrZql9Sg4W8JIT8HIOsA/wK+UXk4oGfSm8HouUJI/4PaWv0JJr75prbwzLGFZauU1BVl64IifAaEwuWaRSz20MmWneFZlp3mOBw4CFP/80077kiqvp138APp+vcI+99v4M2CEzzXt9Zpq3ysThaAn3lRgemtrCQ5ik4ZGqWinsJCIDReReETmyFscsi58x+UQnNVIF/DvQaOBsfTgR+KGkQktEDlfVlNdeeXlPzO6hRK1XiC9fIQXYH/gtaFMjZWzAS17Ay0UYXZlfVJWQ7ZJXFCFsuzWNlwrs9uevP//kOE7KddffmE41on0iQrLfazVJ9uG1RNUYUXTotgPZ66omogtGXP5ZU2gtzzGeCMdVNhREZE1eyIo4Vb93Io5KYcjFdoy3JBQKfT7+hmscdd1Jb776UsyKuMw07yKA3A0bTndV17mq5BSEZXlOsQQjVUdFNhbb8s+aAnILI1GDBY04il2DdITtqifiKBo1dDYW27JyQ1CKK4wVDofo1qM3P8xbzXGnnMG0t17x9d9hu4EjTjjsn3l//vYk0Oy5x+5LfuL+27l6/L0cc3L56jtXYdWGoGfBmgKKI06p8WWuTY3PVdlnLxs4IT1gDUoPWDETcNMDVnF6wLqRTTxTLmYX3rVFk8ADmNDUFRX7Bbz8htF/O5dNIQmhmveWiOD3eSQlySi9q0nCUtst9UZVhxSijOZZeeGyMhiHAB/V0HebQmaa9yug9y8/zfyzSZOmQYx233GZad4hmWnemFVLFbAvpoKyRk9LAtgLuElVCwFEJENEvhaR4VE5kheJqruLyJDqDrQ5UNX/qWpfVd1Q28feulC3+TeNOTj/bVwDHCoia0VkCiZMMlNViwNeZmLIxvJI7N55MXH1DvF2CHiZk1sUOT23KJJfHHYSSfCVSQ/e6+3QoWPcfD0eS0hN8npWbgiSUxDxDD32VMKhID9/V33oPq8owqI1BazMKSaqoh4XQrZ6CkNuqE+XNsui4ZhLqzyZ6K9x/367TV+aXTR26bqiwo3Fdly/UFdhzcaQpyjsaMRVK94tnwIFIUdW5gSdjcV2zPscCYfxen2kpKRw9U0T+WHuKu574iU2rF8nI445MPmQ3Tvz2D3jueKmuzhu2KgqxwpFXJZlF1uhiKtuYrpdgglj3JAesD6Mp0N6wFqSHrAOA5qlB6zT0wNWiRV7OdBZRCp5GQNeNODlVYxOUtywREj2ezy2MYATTVBPxRhjiEgyxuiJqbO0LaNlus87b+6cNvfedUd/oGtmmvfjePqJSDNMiPq+qkKuiSKaz7MdsKzMxyMxYdCWmCTwvzCq5cUYBfNG/MfRaOBsRYiGp9pjdq0vYBIbuwG7icgp0WZbvWt00JDD3OXLl/H8c88m1K/E6RtISWHHXfdk4o2X1dxncyYI5ObkUFxUNBK4pgZ3c3MzN3VUqcY/VPuobqyIHcHnL88VdMhhR/HGxzOdd7/6na7dewPw0IQbufHSs1m3JiYPWm0g4QUsPWBtLPn/InI5MBNzutvX5ji1hKMBW1X/aKDxGxLDgF/nzflrdmaat9rwnIgEoszv7wBLgByMAGZtoTmwUaMyDGLkdEqM3mcwSe2fYgygz4Eva3Hs/xwac3AaUasQkTTgauBnVZ2lqleqak+gCfA68IqIfP37778mpPbbEBg+4ky95rrrGX3e2Xz4/vubdYxbH3yKlcuW8Npz1dFcbD4uHz3SJyLrVLU6kUAwBmZDLa5VIhIK4fXGJkNs064DT77xId/Oz+bsi6/hl5nfcMS+fThlSD8++2Bq/U60ZkwE5gDNVXV6Q08mBj4CvCLSv8aW2xCinssbMVII1bXbRUSeBlZhcpWmAx1V9VStXXI/C0gSI5ljscl4GgHsjPG6lchBXBpPVWIjtn00GjhbAURkEGbnsRMVwiWqmq+qIzF8Et377dn37d9//22rv2833XIrZ4w4kxOOO2qzJAHatu/EUScPZ/JDd9X63Bb98zfffvmZ1alLtwvjaN6VCmWzWwMikQj+pOpZALxeLyPOv4z3vp/H81O/oHlmS264eBQDd+3IQxNuIBiMpxK7zjETSNU6JM7cEkTzLf7kv6dEfQwmETwm54uIDBORbzBJ4GuAnVV1oKo+Uxf3MpqTeBnmefkOkxj+LSZcfx3woKpOAZYDT4hIl9qew38JjTk4jagViEgGZpd0lqoep6oxNVtU9TegXWpKyqpLLhq91XtxAB578mkOGTSYQQftx8ISMrcEcOHVN7MxbwNrslbW3DgBXHLucHr06qMff/d7PIRdnaiixLkhEYmEE2JX7r3jLjz68nQ+/20Fhx83jHdefY6DdmrPmBHHsuif+TUfoO5wOyYEuzVTRd8BDBCRhMkm/8XoCXwRK3wrhkn4QQxvTpqqXq+qK+p6Qqo6GeiCkcs4DkgCemHypZ6ONusH5AJT63o+jdj60WjgNDxuwJS7Tq2poapqk6YZSzfm5dVjFHPL8Pa7M4hEIlxy0QUJ923SJINAIJlvP6+9ApZvv/yMv+f+yQNPvhBvEuJ2bIWcF5FIBL8/cTmLQEoKl4+byOe/r+Dmex8na8Uyjh+4F3vsur28N/3dOphp9VDVDzEG5DX1PnicUNXXMEmrVzb0XOoR+wDfV/xQjHjmA8DdqvpeSUVTfUGNTuDLqroW4625BHhaVcPR77OA2zC/23qDiNwqIrNFZKaIfCEiT4tIn5p7boWo4/ybxhyc/xa+B1bEy6vgOo7f5/dv9YnGAOFwmL332JXk5GSemvzcZh2j7Xad+OHr/9XanK655Fz2PeBguvesLp+1HNoAG2tsVc+w7cgW62MNOepE3vpsFlM++5F27bbT0045gc7tWzH93XdqaZZxYzpbv9LzDEyOyTYPEWmLSa7+JMbX12MEhx+q10nFxlVAGvBmhc+TqP+8uQ+A7phS9gMwz/Nf0XyhRjQQvA09gUbwGfCsiCSrakwG4RJkF9gpma1adfT7kzyOq3ishEzhdOCMoM2XAW/NHonsAtvntWS4QprrxinoFEUw7Hj+/nuBe9jA/SzHtvlp9h+0bdeu+k6Cdm+TJuvyguQVbxIo3mHXvsz6/uuYXbweoU1GQL2WkFsUEaeGtMKH7r6N9evWct/nP4Ex7uPJrdkeQ83uiohYloVYFpZYWJaF5fGU/uvxePF4PHg8ntL/9nq9JAeSxOf14vX58Pl8+P1+fD4/SUl+kgIBbNsmI6MZSUkB/El+kpNTSA4ENJCc7IngxecPEEhOJhBIJikpQHJKCsWFhSQFkstN1O+1aJORahWFbHd1XsiKl4ps5x366DszPpaignwuHXM+p596IvvsO4C33plRbam/x5IkhGFBm7cDXnLiGy0mbgAWikgnVV1a8cusvHB7j3CcZYmb4vdaVhzPfZSwEK8lOIZjMZEfS5jKXrtro3Psqg0suJkfdPdwXff+N19/dfGY0eeuCQaDn2LCSaEtOW60JH4CxivykqquqvB9G+BCoH9JNVNDQlUXikjrGHMZSj1XUanqdyKyO9AUk3AdAoL/xmRnw2T8rwkSVItGA6fh0RGju1OlpZ9dYAtwPPBYampac4/HQ3HYwWOJk+SzPFb1D6ODCYEJcCSwNGhzEfBawBvbbskusA8BJotICwERC1Vw4+ATcQDPKy88p1ddOtrqs+NOfPjpl9qsaXpNvxbXEiHF75EOLVK0ZcTR5euLrZDtsv8hQ/lg6uvlGguQme53WzcNWCLmHAJ+j2wstt38KnhjFv3zN4/eP5Grx90RymjWfDUwqkfr5HhCT2tbtW6d+s57n7YsyN/oKSgo8AdDQWv9hnwne8NGTygUJBQMEiwuIhIOEQwWEw6HiUTChIJBOxQstpcunD+vadOmHfxJSRmu43jC4TAFBfmEw2Ec22be3DmkpqWRkdEMx7ZxXAfHdsRxbBzXxXEcXMfFVRd13RKmY7p27wmAJZCZ7ndSA16PAMk+jzZL9bNyQ5C8oqptuGSfRcsmSWpZogqSnJbOk8++7Fx8yRWeE487gm4d2/DM8y9z+JFHl+tnWeJYUvpM9QeWBG2uBp4KeBPfOavqIhFZiQktDC/5PCqbcCUw1lF8jqPkFUcI+Cw34PNYVb2EXVcJRhzXVURM4owiqFMzF5GLWZhexhg0Fee4DLgTQ8ZZ78gPui0xjNDHh8PhwDmjzhgQ/epKABF5QVVHVHmAaiAiAYwXIg/YXlXnxWh2KfCaqv69OWPUBaowtHpRywrmcc5lQX2P2Yjq0WjgNDyuBiZUFcvOLrD7AJMxFVaptm0TiO7cHVcpCjn4PaI+ryUVXvglMg4lEIykQjJGUuGKoM2ogJfSpObsArsThihrfwyrq+koIqiK1xJcVacqRljXdTlv5DDenz7VGn3xFVx/y+0AurE4QmqSV7yeSrZHWeNLACxLJNnvoUebNHIKw85+Bw/xOLbN4n/m06V7L9ICXjo0T1aPJRrdyVslJ9ck2avpAa/mFITLsQy7rssZJxxG7x12dkedf/FY4OEerZNr9N5kF9j77L3PvnvZkUhyz169y03eNezErM8PaUHIqbjS2hjv0P3A7Xt1bVoUPd4RwJOYXV7p9d171z7suffeTH72edcSg7IHi3LweNYXhLUiyWCTZK+2SPOLiW0LmH88FkKH5snaMt2vK3KKrbLXw2sJmel+J+D3WFErofSYCrLDrrszd+EK98LzRlnDTj6ewUMO4+XXp5CU5NcSazo6loUJByQB9wCXRp+p72q6tjHwDMZzAEBWXngo5jnNKHutAIIRV0O2q6l+r/i8m25LlHXbsR0t90yJiKWqapiNcRyNaagXAvOAUW2b+mMm+mPI/m7ZjHPbIuQHXS/Gc3IbpnooKRAIsCangC+/+B8nHXcUu+y6W/5vv84+Q0RmAL+raqKZ4yXeY08sr4OIpADnAH234FTqCz6IW2i4ETGwrXhwGuODDY9dMTo+5ZBdYDfNLrAfweif7EVU8sCOlCN48wCEHdWikKP2phhNlXo9UaRiys5/CNo8lR9y22UX2LcCczG09JWqtETEEhEsEbyWaJnH3wU0a+VK9tyxu+ezjz/k9Xc/KDFuACxXkfygTUF0W01lDrtyvyYTChKap/nZqVNzMpo149MZU+jSKtXpnJmiPq8lllW5osUS8XgskRbpfm3ZxO94jQGkN141xs7JXucef8rw3j1aJ99Xk3GTXWC3yS6w3wA+TUlJTVWtrMsUHYvMJknavlnA9W9aaIuA/wE77NW16fUlxg1AZpp3Bqbs/M5ouwiAY0dIS0khlnETvR4eyxJapPm1Y4tkDfgsAj6Lji2StUW6Xy1LiFXhEzUWpXvrNNo3T3a8As1Sfe52LZJJ9nukCheIBaBi6aQnn9MZH37GD99/S6f2Lfns449KyjyreqZ6AZ8Ebd4M2rSt7hrHwAQgfeDgw07Lygv/D3gDwyAcq2LQo4oUhGzNL444tuMSth0tDDnYm6gYKz1TZu7GwLOk9BksxpDSnQ3sWY1xA8Z74heRYQme22YjP+geCMzHVJulUWbhTk5OLpU02WXX3dN69uqtmOs2T0Ti9jKJSNPo/z22mpDKUOBPVV2S6DnUJ0TkQOB0DFFqI/7jaDRwGhDRioRuGMOiFNkFthejwH0mxuNSep9at23LgvmVNmeWgpRoLFGDXk9Jn+ixTw/b7jIMXX4yNXj1RMQTXStKFgh5b9o70m/XXqSlpzN73hIG7H9QzL6RTarZ1RlfmyYYNSL69NmBP376mrQkj1g1xOOi/STJa0nrjCQm3HhV7psvP+uxbXvY+LGX1+hCzi6wM4EFmCTLFI/Xg+tWHUa3RCy/15J2zQKk+D3rgGP36tp0yF5dm8bU68lM8wYz07zjgd7ARylJHmzHxp+URCzjptxYllg+ryVtmwVo1yyAz2uJVUMSY4mx2CzVR6eWqWSk+NQyRkpNz4cHkH0G7K/Ls9YxePCheuzRh8upJ52AbdvV9UsBjgL+Dtq0rmGMUqhqcSCQPL+osOB5jAexSg2zMhDbVSkMOYTtUsOm2mcq+vxiiajHEgUeATq1bep/rURotZo5OsBXGN6VOkd+0B2BUfbuShXXIxBI5sijjsHr9YjX65WLL73CHnfzrYXAGxKH6KQYWYX/YbSm/qym6eEY/bCtFiJyOiYZ/PaGzpP6t6OxiqoRtYFewNIYcWQfhpo8uWKH2ybey/LlS3nwvsoEeNEHJ9EKq4CakFNC3DpmL4z99GMPy7kjTuXk00bw5czfaJqRUV03y7JEE60sOHjgIcyfPy+eRbkUqmqNOO2UyLNPPZIBnK6qr9fUJ4pMzDX0A3g81Rs4EPUOQFHrpknj9uraNC69nsw07/K0gHeYQMRxHAKBQJzTMzpLibqQLRGPmrkmxOUigni9XueV19+Ud2d8wCeffESHti359ptvquvmx3j2MhMZa+Dgw9796ccfPK7rJjJHSwQHEkoiNh5JWNW2qf+qtk39idAAjMUknTdLZLzNRDdq+F2ecNIpvPz6FA4degRZWasYNORQ75XXjPVntmx5BvCYiPSuYYwhmPdMZ1X9J1YDMRphR1C5WmmrgYj0wJSvH6Gq9zXwdBqxlaDRwGlY7AQkpHHTpWs3xo4bz4Tx41i3tmrF7VhYuWIFf/5Z3SYtMcx4921uGnsVN46fwF0P1KR4sPk48aRTyN2woSbPQSn+/PNPunXejmnvTvWNvujicar6yuaO7fF4cNya82ajoZuEKyZEBMdOzMBpKAwaPIRVa9azd799GHTw/px71pk1Gn+J4OEnn/3csixefPapWjtmdRCRhOkWVPUHTEjr1tqf0eYhGAxy0nFHsSEnh4svPJ8xo8/z7NN/wDfAvcB0EelWTfcOwOc1iGK+CLwSZRPe6iCb9MxuU9UvGng62wRqi7G4qr/6QqOB07DYmQQNHIBLLr+a7Tp0YshB/eNe9AsKCth5h97sudtOHH/MkRQVbRk57/rsbEaffYZ3+MizOX/MZVt0rJrQs1cvvF4vH31Qs67VLTfdyN59d6Fjx04sW7km7977H9yiagqf14cT5zXeXDiOTVINsgtbC/x+P1Onv88rr73Jm2+8TpeO7WrNaA4EAuyz73725Me3euHul4BTG3oSYLimWjUz0avHnpzMU8+8wOf/+8R6f8a01zEejXcx3DVVYTVwcFVfikgHDFNwvSdXi0hnETlMRI4TkTNEZKSInC8iY0XkDhHZQUT2w1R37amqD9T3HBuxdaPRwGlY7IPZeSSMjz7/lrzcXPbba5e4NIVOPel4UlJSmPbeh/zww/e0a9Wcxx97dHOGBuDM00+gVavWTLy/fhajdu3bM23a1Cq/z8nJYc/dd+buOydw/4OT+PKb72sKl8UFf1ISkUjdSlE5jkNKSjwpJ1sPjjnueJZnraVLl67s3XcXrr7y8lo57lVjbype+M8CNuRsCa1OneNGoJmIjGroiVx0wTkATHrsSU4bPpK99u7HNdfd6FiWtQLoDFwBtBeRP0RkvBjV7wNFpJsYvaZWGI6sqjAGeFNV6+WGiEiqiAwVkamYAourgFHAIOBATFFGk2jzr4C7gJtUNXEtmEbERiOTcSO2FNEE477AD5vTv0VmJt/+/Ds5Oevp3aUt333zVZVtc3Nz+ezTT3jm+RcZNHgIy1et5dzzR3PlZRezY+8e/D0vFuVF1fjhu2/48YfveeqF1+rWtVEGu+y6m/40M7YtOP3dd+nasR25G3L5a/5Czj0/cVmIquD3+7HtuiVFtR2HQHKldKutHmlpaXzx9Xc88tiTPP7oJHp167xZmmNl0XfPvd2MZs24d+JWEwGqBFXNxyQnPy0i79WUHF6XuHDMpcz6fS5njNxEBH3zjWM9kUjkWKBF9KN9MJQFwzBVY59jlLcXAeMwulKVICLtgAsw5el1imiV5nWY4oqxGE6eTqp6sKoeoarDVXWkqp6vqteq6lhM7lA/DG9RIxpRCY0GTsNhH2D+lijvtmnbjr/+WcH+BxzEMUMP4eTjj2L16sph8icee4S09HQGDR4CgGVZ3HXPfSxYtIymGU0ZsNfOXDz6nLjHPW/UcPbZdz9267vn5k49YQw8ZJC7ZEn5wiTXdTnjtFM5+cRjOenkU5m/cAmdOnWq1XGTkpJwnLq141zHITX13+XBKYuRo85i0bJVNM3IYOc+Pbn91i2LZhx13Em881a8OeENA1Udg1lcDwSWikjLhpjHLrvuRo8ePct99uKrb5Q8sLdjEpWbquozmFLv3zDl7icCg4GJ0f8uh+gG7BHg4bouDY+ONRk4FDhcVQeo6hPV6VyJiA9j4Ewq0aFqRO1AqNv8m8YcnP8GjgambelBvF4vL7z2Ni+8NoU/fvuNbp3ay+4778C9d99VmmezcuXKmJT7bdu149sffubQw4/knTdfi2u8Jx59mDWrs3j6+fja1wZ+nDmT6665ytOpU+fSz/6eP5+undozY/q7TJ32Hk9OfhbLqv3H2Z+UhOPUrQfHdV1S/oUenLLIzMzkx1m/MuHOu5lwx23s2Lt72qSHHoy7TLwsrrz2RnI35PDb7FmVvisqKuLGa6+g/27bk5ebu6XT3iKo6o8YUccwsExEYvMj1DP677ufHnn0sV0x5IULAVdEVgBnqOquqnqFqr6lqp+o6oQqEozvw5Sm16n3RkRaYAgWmwFDVfXXOLtmAGswSu+NaERMNBo4DYCoS/sYoJKqYXaBbQEjqIHPoyIOHXokc/5Zqp99+Y2279CBO24bT2ZGGn16dSNnfTars7JiJiTn5OTwyYfvc9X1N9VYURIOh7ntprGcdd6FNM9soRqbEbZaKCrxCosCPDrpYQ7avz8HHHAgs34zyaz33n0Xu+3ch/bt27NkxWoGH3pYVd19GEK9uPDKLyv8M5etP9NVLbUG/b6keBO5A36vdXrQJq6dfHaB7SkI2iNU1eu6LqnVaD7FgB392xwkVDnkmpsV93vi4ksvZ8HCpXh9fuvqKy/71OcPXBFPv/ygm57ktc4E0ltkZtK1Ww/uun2TJ2j+vDmceNQQem7XgjdfeZGlSxZz09irSr6WGqqAYsEhQZX47AK7T3aB/Vl2gT05u8BuAUbdGuiBEQz9VESurfYgiaEIIx2RMF5+7a3VqnochizxDEyuyvXxUC1E30+nAyNUdcuqEWrG3cAMVT0mEWVyVV2nqm2i6uGNqGU05uA0YkuwE4a3o1wFVXaBvTeGbOvu6PeK4ROpCS5AxFHdfY+93WkzPiA7N9/98tuZ7Lrb7nz6yceoKr/MKr8jDkYc98QTjtdAejOGnnqeBiNOtYvfmPNH4fP7GX/HXYRsdYvDpbpI8SwujoC6LiXl1NWO5bouw4edwpWXX8K4W25135n2nhYVFbFvvz0Zd8N1jL9tAt/+8DNNmjSJ1T2I0dS5CJOIWCNe+WXFocCivGDkwt9W5UrIdtRx1UlKDtTkwXEA/B7B55G9gEVBmzFBu2rCxOwCex/gL2BCcdgR13VJSkqK5z7bmByK+6J/xcRn6LiAJvs9JQy+NRo5qkaTY1VusbtgbQG26+LGcZ8jjuukt2il17zwCfucfEHEsSP3BNKbLpBNbLnlkB90JT/ongYs8VpylN9jXn9nXXCh881XnzPl9Vfov3sfDuq3O6tXreKJ515h3rK1jL35Nqa+9TquY+e6rl4GTCV+Y7YQI8Z4RDyNo6zikzBJrwcCpwFLsgvsC7MLbI8anISRmrhdRN6tpbych0jsPhdicmsGpgesYgBVzVLVF1X1IYw3p08cxzkGWIapsKozRD1eh1B9lVcjGrHZkAQ2042oJYjIOCBDVS8HyC6wW2NKOo/CxJXLvhxLNKVKdJsqosQIKv1OgCSf5XgsKRWoys3NJSNaVWQ7rhN2XM8V9zynz910jnQZfjdpnXfl4O1bcckhPUjyeRy/1yo31vKlS+m7Uw8mPfGcO/CIEyzbSC4gAil+j+P3igfQGC92F7ACPssJ+DyeCl+XLLblDO2NGzcyYJ89WbZ0KVOnv8+BBx3M5599xvHHHkmTJk35+LMv6Nmrl1uxH5vEEp8Fxga81Jjf9MovK7oCT2ByokoTYSyBLs1S3RkvPG5Nuv9uFiyvxDmkgFQheFqIcZ+PCng3qRpnF9htMAmdR1DmPrdumsQnn3+r++yztwBOFWR8RcA3wPkBL4sBgjZdMNphA4hNCFfyzJTqkqkqtquEjDZVzGfKcVWLI7b+vbbAKooYm8bvsdi+TbrTKj3gsaTyfXZVXcdV69slG9xvFueUPh/rly/itbEjtCgvh8xOPa5cs3BOab5HftDdFaNB1ZMy115VKQ7bToeW6R7Xddn/oEO4ZcI9dN+Ua+K6rh3q3KqpPzkl5baNeXk3R6/vvph7347YzL+FGMP3nMw0b42cA1Fv6hmYBN0kKhNvFgJZwKjMNO/XACLSH/gUYxz0jXp4tgj5Qbcr5j73J/Z5hTCyH9cCT6QHrJjGkIjMB45T1b+qGktEvJhN1qWq+uGWzr2acfyYfKDrVHVqXY3zb0CUjPFc4NGqyBbrE006bq97X/1snY7x6Zh9ZqnqHnU6CI0enIbCscDU7ALbl11gX4HZWR2HWaQqGggV/7vEIi3xgggVFikFghHXE4y44prdpZuRkYGqajDi8NmcNRz70Le8dM+1gghLXr2BNV+9yKd/rebkx3/g3dkrCUUcXNfo0qiqM/L0k+jctTsHDD2+dPEy30FhyPFsLHZwXLSClo16LdEmyT6S/d6Kxk3Fc3MBZs78wenQtiV5eXnM+2cJBx50MFdcdgmHHzaIoYcfwaJlK+nZq1fJaZa1zguBH4E9Al4urMm4eeWXFSmv/LJiIuZlfiAVFg5XYWFOobWqyMZ2HBy33EbAFTEekWS/J5aaeyqGXv/9oM27RWHtnF1gX4W5z8dQ4T6rKt5AQEq0lKJesZIBCzE0+scGvAwpMW4AAl4WB7wMwTxPy6NtS65NWZSOJSL4PBapSR58ntKPXQDXVSfiuCxYly+/rswrNW4Awo7LbyvzPD8uzaEw7KhThuEv4rgszC7USd8u4YuF68s9Hy06dOWC57+UXYacqGsXz7u3efvOyyY++XLP/KA7GfgOU/Zb7tqLCClJPs/Ps+eweHWu+/Jb07SMcVMIzLQsb1/btp/P37jxwpIvMtO83wLbY9S189kU3olgDMQ7gK5xGjd7YBbgSZh8j1hJUqlAd+DD7AL77ewCu72qfochz/MAK0Rki1/i6QFrUXrAGgycgHkWyt7nYuA1oEt6wHqkKuMmChujZDJBRJ4XkQdF5JQKbUZgjLaPtnTeNeBkYBWGp+e/jrnAZZiQeiNqEY0GTj1DRPpiyje/w+jM3IJ5Ufpr6FpixJRdvKp1g0fVxiVsu0Qcl8XZhZz3/CxufOcvz4Iv3sAu2EDvS1+nxV5Hs+6bV5l77/FkL/iFxz5f6Dn7uZ+Zs2ojqspHH34kf/w2m3ufeKnasTYW21ZhyBFVEEHTAl5JT/Z5PFa10yx5BvX2W2/h4P339fh8PjIyMvD7/ey60/Y89cRjPPvCy7z06htlE4lLFKMVs5iNAPoHvMypbrAy+AW4mBr0t8QXIGLb/LJyA6GokqPfK5Li91g1nBcYQ+awYMT5B7g5+t+V7rMCqclmjQ/Zrqc47BCV7HKB8UC3gJcqJSCi33XHPEsO1QutmvMSIcnn8aT4PeYiqrJqY7H8tCyH7MKqi1LyiiN8szDbmrM6X8K2S25xRF+ZvZKXZ6/y5AVjr62WZTH4wputEQ9MIViwscMtl5w9/+233jydyt7KcujSrStNU5OtgLf0Qm8EhgP7tm3qn4sheGsuIkeV9MlM8zqZad7HMRwwL2GMtxlAz8w07x2Zad4ac1qyC+zBmNDmDsSniZWC8crNzy6wW6nq+uj4XwIzReTcOI5RI9ID1oeYqqhbMWHY34EB6QFrZHrAyo7jEGHgbcxmahbQBnhVRJKgNPfmTIwnoa5d++dgKqD+0yGEaE7UIuAgVZ1bU/v6wraSg1OtsGIj6gQDgWmqamcX2D2I7wVaFhZVh6tiIuKodemLvzh/rMjzKODaYVZ/9jQt9jwaX1oz2g48h9YHjGDZW7ey+MWraNJ7X9zjr2fCe3OtO47bWS8dfZbVf/+B9Oy9Q41jhW2Vpslipyd7vfGmIYTDYQ4ddLDnx5k/cM/9D3LEkUfRs2sn2rduQYeOHZn79yLab7ddVd0FmBTwMiXe6xFFR2LvysshKSmA67psKA6zZEOh7NKuqe31eBL53fhUUarTFFIlkLJpKq5CcdixgJ8y07yVRcdiIOAlDNwdtDke2DveyVkmKcf6cVmORpzKqulVYWVusXy5aL2zvsj2xLtCtem+A5e/9j1LXp3ImWec6n/phed47a138Purtu1FBK9HSDU2zoNNkj2lifmqmi8in2MSaMtVJGameXOAs7ML7DGZad7ieM8rik6UCevFCR/G6GgBrI0u3EOj4ejHRaS/qo5McB6VkB6wwsCd+UH3QSCUHrASMRAyMEZNT1VdLiJ/A0NUtcToOybaZvqWzrM6RNmRd8Bs8P7TiG5iqpPSaMQWoNGDU4+Ixp1PxxBt1SsijpZu61e8ezfi8dFm0Pml31teP51PuZXOw+6gYNEvzL37eLLnz2TyI3eTl5vDvY+9EPdYiXAdzJs3ly4d2jJ3zl/8+MtvXDD6Ijp06Miw04cD8Nuf86ozbkpQe4JIFeBLSjKZ0VHUFYdDcnJM+2dzdreJ9xFjVCUKVxMfzLIsJj3+NB988gU//vg9XbZrxZdf1PxziD5Tse7zRUBPEYmZPLsZxk2tQlXHY/hnhonI7yJSK3wA6QErmKBxAybBOE1Vl0f/OxOTTFyC4cCDMcR/axtDgQ8a+Wu2ThgvSyMPTiMSx4XASoybuEEQzF5O3pwv2e7IK2LyxqR324Ptr5pCWtfd+eWpq3js3tvknDFXkRa7WmmL8Phjj7LHrjvRvUdPFi/Pok+fTR6ipyY/R1JSEqNGDK/1cROBP5BMXXrRS1JZUlISEnP/16P/vgNYsmIt+x94MEcNHcSoEadtlnCnqs4D5mNyZbZKRJN1e2C8J6ukZoXvuppHcYWKRxeT/1ECDyYMWNcYAHxRD+M04j+ORgOnniAibYHrgCsbMu687M2bCbTuQtPt96uyjWV56XTiTfQ9734OGnKkXnhF7VZxuq7Liccdw+WXXMQ1Y2/gy2++r6SmfdUVlxEKhdi+TzxVrXUHf1IS5fOmaxclOmJe738vWuz1enn1jbd58+1pvD9jGl07tmF2BSqDOHE1cICIVKep1KBQ1aVAe4wx9mc0TNPQmAscLiLnichi4CDgp3oYd1dMDtB/AmL0tWwRqQ/jsVZgSd3+1Rf+e2/VBkA0ee8Z4LHqSjTrGhv++JTQ+uX0uujFuNq36NGX2685s1bnsHbtWvbttwfrs7P55H9fse+AAZXaHHXEYfzv00947sVXOPmUhhVt9ien1KkHJxQ1cHbu1Rmv1xv98xFIDnDHXQ+kHDH4gDobe2vB4EOHsmj5Gk487kgO3G9vLrhwDBPvvj/u/qo6XURygTuB0XU1zy2FqkZEJB9T0RVPUnBd41dMefKJGM/ysaq6qC4HjL4Lu2H4ev4r2BXjHavdl2kjakSjgVM/uACTfFjnonVVwbVtVr73EBk7D8KfsVkM+luMnJwcdujdnZYtW/LPkhU0b968UpvHH3uUzz75mO9mzmKXXXet/0lWQCCQYmrh6wjNmjfnptsmsmZ1FqFgkOLiYiKRMD//OJORp53QK3vdujobe2tCSkoK7334GS8+/yyXjrmA92ZMY8aH/0tEW+wxTFXVVmvgiMg1wMHAHqraoLlBQAkVwSvRv/pCanTo/Hocs0Ghqt+SWMJ6g6M+82TqEo0GTh1DRHphSn33VdVIQ81j1mt3WqC0P+KyBhnftm327rsrzZs158+5C6rUjXrg3rs59rjjtwrjBiA5Lb1OPTgAF11SWc0gNzeX3p3bekVkXDRR9T+B4SPO5NDDDueIww5h1x16cOfd93PuBRfW3NGUyF8jIiNV9bm6nWXiiIaobweuVdXZDT2fBkQyCcinNKIRW4LGHJwtRHaBnZldYD+bXWB/mV1g71z2OzGKty8B41R1fozu+SSuKWST4G5g5fLlLP1hhoy88jY3PZAUd7+w4zplyODigiVgu67nldde09126kPWqlUADDxwP/Lycpk569eqjBsXICtrFSeenFBYKkSCmkJRFBNH9VUgWt3ktYQ0n8/Nzg97wnb8OTm246LmfiWUyJORkRE594KL/gFuFJFm8fQJ2vTDEN3FPZaq4rqu26d1ujQNJMYz5hFREnh+Bdi1bROtKQbfslUrZs76nauvu4Grr7yUow4fwtq8YnddfvikBWuKY7p0opuHD4FxAFl5YcnKC5+alRf+KysvPDorL5yIbtrmLsD+avp+ACxW1bs389jbChwaN9ZbPbYVHpxGA2czkV1ge7ML7IuAxcCpmMqAH7IL7CezC+ySBelGTKz9sSoOcyTwCfG9UDXa7h2MGz4Hs0jXBOeMU4+nS9du3H71GH31gn0YsmMbjeMZK1xfEP58/ur8URjG0WqF8ARI8VtO0xQvq1as4LxRZ8iqrFVs36sbhx86iF9m/cw33/9UKhdRcSxgNjBcRHTDhg3xCAyW6DLdhZE/SBQHYLSFqj0vj9esizu3bkbA69GwrazJC5FTEHbcamqrXVcpDtlOMFLaKC4NKDbd57fHT7h7P4y0wMTqOgRt2gRtXgf+BzQpM06144Vtl7yiiDoumuL30qNlmvZule4keWt8LYSAgu2aJI0FniQOY7FD0wAX9OukB3ZroVH3d406a9eOvZFpH33p/PzTj+zRu4P1159/dAfmLlhTfOuCNcWxyq0vATpfdNmVx2GSZZ/ClEbfBczNygtXTviKjdeBsZhnI55nsRDzGzk2M827tOKXUemNXYBr4hx/W8ZGIK0KOZJGNKJW0WjgbAayC+z9gXmYhScNo1NjYdyvw4Eld98/aQImgW9UVVVTmWnepZlp3qHA0Rg+iqoW20Lgb2BQZpr3pMw07xMYMrJHMItLLBFEBXh/+rv88fuvvPDq2/i8lictycslg3ro02fu6fZsE7PopBCTcHjC7+MPGXTSXu2ew8gO3IFZeCuF2fxe0aapXpJ8FqrKUYceKJ27dGXO4tXsf8DB+sXn/+ONd6aVSCyURTHGUDsb2DPg5aVQKDT7phvHrsF4t6ri4yjCGIbbB7yMC3jjMvTKYdju2/0J9ANGAeuJYWSm+73s2DJDATyWYJmXsgAUhhxW5QYpCEbK3V5VJRRx3KKwg6MIm7xtZZmXqxKtLMQ8VwMz07ynZKZ51wBPAxXp9AEI2viCNleySQKihBm4LOt1JSPCsE5HnMKQrVqmvccSaRLwys5tm9IhI9mN4WkpkQZ4A+h68u7t7p44tOeFwB4YmYxKz2+638MJO7VxTt21Hc1SfOLzlLrvyl6bctdDVQlGHNbmh7XnTn357o8ldOvVm2MO6ed7+tH7k4HLgSUL1hQfu2BNceksV+WGclu3brPx11k/vwHsziYSzVRMmfZHWXnhKVl54XaxrmcJMtO8dmaa90GgC/Bm9Jxj/YYrSkB8UMUhr8Tch1WxvhSRFBF5W0RaVDevbQGqagPrMHphjdgKYX6Ydfu/ejuX/zhTdkLILrDbY/g2BlMNM61t27Rtlszue+xV9NHn3w7MTPP+EMexfRjpgFswrKh+zAIfAa4Cns5M81ZaGKNsyE8Ce7Lpha6Auq5r9ezUmv0OOIhnX3qjXD9V1bDtytcLsp1HPvvHk1ccCWO8IrcB9/4+/pBKJFx/rSxsDzwMDAFSPJaQmuRxPVYp5TgXnjOC96dN5Ze5i2kWTSJ2XRfLstRriZua5PVYljgY2vhHgFsC3k0hJhHZBZjdqVOnM+f9s2QARrm5xIAsxBgjZwW8fFrTNY0Xr/yyIhUT2hgD+HyW5e2ckeqkJ/k8uevXsc9Onfl7dWwnm4DrsYRmqT7L6xGC1YhYlkGJUGhJuyDmelwJTM5M85YaJVEa/SLgJFUtZWsO2hwCTMYkr1fHhl0q1qqqnuKw44Rs11NmDrEn6KrjqHqW5BSSUxQBc+0XAaOO2bnNzxXbX/v+34KRAHgMSPUIKXt3zHAHdG5ueSxxrejzUQVKRUFtx5W8YtuJsiqXexM+Oek+7rtjHLvv2Y9nXp9BIBAoJFoJlBbw7AfcPe2dN5NGn3WGf96ydaSlpcUaKxL9uw24t21Tf41kc9kF9p6YKsjOmA0NmHvyETAmM827sqq+InIMhvfqYlWNydUjIuMx3t5fVLVvTfP5t0NEPgPurksxz0ZsPjI6ba8DxsZP7Lo5eO/8vepFbLPRwIkT2QV2JrAEY3hUm6ygqrRqYujnv/7xt+Le2/c5MTPNGxcteVRx+gFM6eYzwDVR2vma+h2OyffJKPls3NireObJx/hnRXYlnpkS2I7rFEcczymP//BOcdi56Pfxh8TcZZbFXysLB/g88mpawLMdZRTE353yJqPPHs6Lb0zl4EGHxurqAlaTZN93HktGBrwsiNVIRF7ALJbNiiPaB7OQ7wDcADwU8Fb2ItUGXvllRTe/x5q8Y6uMAyzBFRFr6eKFDO6/M/Ozqo1kacBnSbLfkyi9f8nC/gRwXWaaN6bytIh8AWSq6o4AQZuRGOMwEXZAJ68o7HE1MZkPx1VdnR8MrcgtPh948Zid21QfVnr/7xTg+uG7t7+uXXqSej1VZJPHQMRx3fUFEYtqZBLmzfmD4ccdius4PPfWe+y0S183ySvq9Ui4hCV4114dadmqDZ98/WN1wxUBP7dt6o+rDr+MsvgDGA9EqYJ4VYga67OAJ1W1yuouEXkYY6juDVyiqjPimdO/FSIyAYio6riGnksjKiOj0/a6//V1a+BMP6/RwNmqEPWUzAKqJBNTVSbedjO77b4Hnbp04bjDB/PlD78Ut2rd5orMNG9VeThVjefPTPMmRGWeXWDfgPEAWeuzs9mh+3bccsfdnDd6TLX9VDUkIu3iMaRKsCo3dCbwsIikAmSvW0vfPl0ZNuIsJtxTbUrMRmC/tk39v1fVIBqfXw98rqrHBm0E8EX1luoUC9YU91bVH0tI42b/PJNTjzqEeauqr2pNSfI4SV5rc/IKQplp3tjWZxRRgdafgPaqmhW0uQkj3pkQNlQjolkdVPWNdhlJJyfSZ2Oxs1xEatTYKItQxCW3KOJoDQZYOBzm3NOP5YdvvuSiK8Zy1XU3OB5rU07H0qWL2Xe3Pjzz8psMPuyI6g61om1Tf0KEe1FPq1PWyxYL0aqphcC3qjqoijbbYbyT32I06rYDXsCEAG9T1TWJzO3fAhEZCNyhqnFrpsVxzAMw4cS3gddU9YvaOvZ/DduSgdOYg1OLeOPVl5j2zhRuvO5Kjh06iKuvH0er1m0261iJGjdRlFqrI4adQNt27Ws0bmDzOA9ERMv2O27oQNq171CTcRMXonTyJwFHi8iAgBetD+OmBGXPa/26taWJxg0FVZ0FZAF/i0jP+h5fTLVUon3qYioA+P1+nnvjPcaOv4tJ907gyEMGeIqKNoUQO3Xqwh579eOu226u9bEz07yROIybJIzS9zJMODtWm5bAcgzh3YNRAtCPMflFIWC2iOxbm3PfivAV0FVEutTGwUTEC3wKtATOA24QkUtFpGltHP8/hzrWoWrUovoXYtnSJdw09mqeev5lPv9uFjfccjtnnHlOtX1ExCMiJ0ot3/EZ705l5vffctvEe2rzsFXi2ssuYsnixbz9Xq2lxaCqH2Ne+O/U9vVJBOuz1+HzJlY+XUfojymvjekN+C/ijLNH894XP7Fs6RJ26dmBWT/NLP3uhvETmDvnT7LXra3XOUWf1d8wm41dqpFlGQs8CgRUdQKYvDhVfVlVr8RUXH0iIm+KyOio0bRNIFrS/zJQ/QsyfuyM+W0MAzZgmJLvxxg7jfgPo9HAqQXYts3hgw7g4MFD2HGnXUhLS+P0EaPweKre+YvIWZjEzTcwJea1Atd1ueLi80lOSeHM009m0AH9+OvP8tGgjRs3MunBe7l8zPmcccpxzJ61+fIzM6a+zYvPPc1jz7xI2/btt3T6FXEsJqmzwYQUN+Ssx5/U8GtLVMtoPdC9oeeyNaFbz97MmrvE2XuffTl6yIE8++SjAOyxVz9aZLbk1nFj63tK92GSkXdS1Zgl5iLSEZPPM76qNqr6IiZs9TZGffsfEelfJzNuGDwMnCu1o64eAT7HMFnPAJ6Pft7It7OZaOTBaUQp7rz9FvJyN/DWa69w+KADWLVyRbXtReR2DEfHx5idXrXZkAnN5Y5byM/PZ87ClXzw2deEw2EO6r8Hxww9hOOOHEKvzm3o1r4F90y8jS8//5QP3pvOzO+/26znYNnSxYw+ezhnjDqHw486trZOoRRROvvzgfMbSoF5w4b1JCVVmyJTn8gBOjb0JLY2eL1eXnpzGleNvYkbrrmcnbq1Z9RpJzLggIOY9vabpYKmdY0osedpmGqo6vJnbgIerynHRlW/V9VXVfUIjEfinm3Ik5OLKdioijIhbqjqH6p6sKrurapnYCg1wLxfaxUicoyIPBANizViK0ejgbOF+OG7b3jgnonM+usfPvr8W9aszmK3Hbpzwdkj+PD96QSD5SlaRORu4FpgBIb865uqdnGJIjd3g/fh+++xLrniGtLS0ui75958+f0vvP3eJ2StWkX+xjxOP+Msvv3pD5ZkbeCCMZfj8/k5d/SFmyWXPWi/vVI7du7ChHsfro3px4SqPo8h5PuuIWLqeRs2kFRFBVoDIItG/pAqccmV1/LDr/M54dTT+Xv+XKa+9TqhUJATjqj7qF702fwbkyB9WDXtegNHAYkyGr+I4YaKO/tTRNqJyKsi8qWITBCRyuJvDYeDMO++usitewPoo6qV6Ay2BNHw48UYQsltFgJYInX6V19oNHC2ELffciP7H3gwLVu2Yre+e/LzH39z860T+eG7bxh1+sl0aNkkuXXTpIdEZL2ILMMkEQ7DLFTtgeNray6nnXj0kYFAgKuuu6Hc5wP2O4CZv87hky9/4Mbxt9Ozt3GGPPLgvRwy5FAsK/HNSDgcxrI8uuifBdx52021Mv9qMADzcl9QUrVVX8jPzyMltV6HrA4rMImUjagCHTp14qbb7uSbn/9k7pI1NG/enF9+/pHJjz9SZ2OKyE6Ye+MFeqpqXjXNxwP3qmpuImOo6jrgBOAQEekaZ7enMKSd44HmwLcl1YFbAQZC7XFZlYWq2qo6tw4O/QDGMOsbJSxsxFaORgMnfhRhSjpL8cX/PmXliuVMfuG1cg0vGHMps+csZFVOEXMWrnQfeWLyojZt2j6G0coZgqmcuAO4PvriKkXQxhu0uShoMz9oMzJox3ePvvh2Zs9ZP/3U99obbnarErIsi3lz57BixXJuveMeoud1brQEtkZk5YVbA6N8Pp8kJQV48J6JDDlgb/Jyc+Ppnp4e8J4btIk79h5NSuyNcWfPj4YC6gpFGNc5ABvzcklJjUkYVw7qqlVNQmnsPga+rLzwGVl54Xju8yLLslpsLI6coqoJed1UVYVSBelE+rkRxz1gwZrinWtuXQ6bobOmbk0l4jF7KRJrwWmakcGPfy4E4MZrL2fZ0iVlv3YFWuYH3WrryKuDGDyBIRv8Ceioquurab87Rp7l4WjfNvHqjAFEFbgnYUgK40FX4CVV/UxVz8NUdo2Md7w6xkEYaZF/Ey6O/lsXxtNWhcYcnP8Yomylh2NKOwsLCwu58pLR3HX/JDKaxXxHOQDt27WWESNGdF68fNVlxRFdtN12HbKAb4BPVPXOsh2CNmUlIHpiXma/Bm2q5AvID7rJ+UH3tldfevGv5JRkLthUFl7tAjjuuqvo0rUbnbp0KVnwbgD+zi6wD66qT1Ze2JeVF74cWDjylOP2LS4q4qbb78Ln87E6K4sdurXDtqtc01wRNC3JK16PdSawNGhzXJTjpkZE83F6YpKOp8bTZ3PQo3XyMkwIYQVQmJuTQ2bLVtXNy3FVWZFbzNr8kOu6SjzGhxpLQ21XLQxp3+ysvPDuVbVfsKY45bJrbtrd4/Vm5BXZ3fOKbVyNbyzXVTfsqG4sjmA7qm4cRo5Gm0Uc1VBEWwE/LFhT/NSCNcXxhjkOI06dNVVV11UKQ7ZuLI4QvYbx5GYUAzlh270Aox9VSVIhJSWFn/74B4B+u/QiFAoBqEfQZL8nCXgtP+h+nh90e8R5XiWGzWWYip3TMXIsB8dhPLYAApjE4Y8xPDk/JFgleBfQX0SGxtH2B4wcSQnmAVU/zHUMEWktIqeJyF8YT+TfNfXZynAIpjKuNO9ARLZPwKPWiHpGo4GTADLTvJ9iShBvnjB+nN13z73dQwZXYuwt1S5KTfLg93pERPxAynszpo9bvWb1ny1aZP5DmTh90KZ90OYdjOJwN8pr6OwIfBW0eTFobwpPNG3aNN3j8YR37N01/50pb17x8ovPe88+53y8HsvyewRLqhZaDIfDztdf/o/Lr7q2LGNsKqb6Y3p2gf1edoFdLpk1Ky98MLAAGD/5iUdSv/ziM+u1qe/zxWcf0bpNW3bYaWfS05vg9VYKd7kAAZ9F02Sf+IyQYwrmBfcC8G3QZvuq5lruwpod7EnAYbVUfRETPVonf4y5D+NzN+Ro6zZtKy22aiwACkI2yzYUkheMyIrcYs+c1RspDNnG6ol9Do6q4rgqjjFuwBhtOwHfZOWFn8/KC2eWtF+wplgWrCk+EVg69JjjD42EwwDe/GLbWp0bIhhxtYqhcFUdx1XWbAzJ4rWFVlHYJacwYm0ssqU6I8KcG1oUdgnb6mGTztrpGA2o8xasKa7W05IesJamB6waddZcV91gxNUFawtZlhP0FIUd1uWHKAo5aNUGnIMxZh4BOnVrlfxku4yk0zECqnOooC7fvkMHdtndKCB0ad2ED6dNkWS/1xPNBUgF9gN+yw+6d+cH3SrddVFah9swZJV3AlOAjGieWI1Q1U8wz/5TwDRMDh7Az9GFv0bPpKoWYvL3nhaRmoyVbyhfodkN4z2uV4iIX0TGYN4fp2A2U5mqurmq7bGOH7cnbHMR9YRVJCidismP2qawrfDgNDIZbwZEpL2I/DHrr3++6tCh4yA2iRy6IhDweSxPGaXCgoICRp93Dm+9+TqnnX4GTz3zXBGGvfRiTA7O9Zj4fXUvuBDG5X99xHY/O/3UEz/74vPPWu6x597yxf8+RURYk1OA318aXcGN7sAxRlcpBf5dd4x3Jz1wj7VkdS5VhLNsTOnl3RHHfQkTez4QSJk3508OGbAnV153I4MPO4JB++3FFdfewL0Tb+PNaR+5/fc7oKyIIj6POCl+r8eKodxYMs3ouU0Grg942VjNNQBARIqBc6OltHUKy7I2nnXBpYuuHnd7D6LSCK4J27CuIGSFndgOlKbJPjo1T9GoDpMnulBbruK6qtVtLEKYa39dQdD5CqMztiOQ6rouvdul8fWvC2ndpm1phySvRfM0n1qWqCViRb1DsrEo4qzdGPJUJXqemuRxU5M8FhhZClV1FKxQxJUqTqsEhRhP5qgerZO/r7YlkB90K+msuaqOKp6VG4o1pzAS8+HwWEKTZK/j81iWtemtWIipOjy3R+vkSot1NNQ3AlN1lAQELh19tr7xyovSpWs3unXrztKli5n1W8woQxFGF+xC4PX0gKVQStx3H3AW5nl9DLg2GjrdIojR6BoKXAcsjFYBxdPvdkyYZ6SqxvSEiEgv4ENV7RL979eBd1T1tVjt6woi8grQBrg0hoGQyHHSgYOBTMxztC9GwmW3aJOOqrp8C6eb6JzaYIzcefU5bl2iWec+OvCml+p0jCmj+jZKNWytEJFHAZ+qnpNdYO+DcY938HtFfR6r1OP8/nszuO7qK1mw4G8yMjJ44qlnOfLoo0sOY2OMjhAklI9SFAyFk9q0aOK58eZbueSyK8nNzWXxwoXs1reyTl/UW6BRZWsXsLbv2p6Bg4Yw6YlnahzLdjWA2TH7wuEwu/TsQM/efXj3w8/pt0svmrfIZOmSxey6+x68/Na00r6WoClJXvF54nYSFgPrAl461dRQRHKAOyuG+OoCIhIGjv17dVGuq/qaKtutLwxpQdiucRsiQJsmAbdt04CliutUb9iUg+NqcXHY9UcPU9pvhw5NeXjyqxw8uHKEIi3g0aYpPglFXHd1btAK2TWn6XgEmiR7XZ/XssK2ulGRy3igGGPguB6tk+MSTcwPum1U9SHgxOyCsJOVG6zS+CqLJK9Fk2SfipBniZzeo3VyjbpuWXnhpsDtD91354UTxxvJo2VZ61m4YAEHH7APS1dlk5GRUVX3QuD+JsmeezBkfCdFP7sbIzFQ6y9NEWmCCVkNUNX5cbS3MOKslwEHqup8EWkHjMZoZU3C/N7XArup6goReQr4UVWfqu35VzPPnhiDtH3U+7Qlx5qG8dJ9CeRhvHXzo8d/DvhAVe/doglv2fyaY3KsOmDoHFoBk1S1TpKp6wrNu9S9gfPWmfVj4DSGqBJENPY9FPNyITPN+31qkufG1CRPQTQcRU5ODnvvsRsnHHsU7dq358tvZ7JqbU5Z4wY2kVAlFGpRJWXCbePF4/Uy5pLLAcjIyIhp3ETni9e4kxzAmvXTTNZnr+OmWyfGM1wKZoH1AZx8zGGg8Oa0j3h3ypusWL6MgwcNoaAgn6fKJFon+y27SbIvEeMGzHVoW2MrgzQMW2x9wAfM7dE6+dslOYU3Ld1QWBiPcQPGAsjaGLSKwo4mYtwAqJY+F+X6paSmMX/OHzH7FAQd+Wd1gbM0uygu4wbAUcgttq2CoKMJGDdgngvF6CfFhfSAtfq35RvP/m35xvDKDfEZNwAh22VdfkjWbgw9FI9xA9C2qT+vXUbSbyXGzW0T7iIjI4O+e+5Jhw4dGTxwvyr7Zmdnpx64X78zMbxDhwBjVDVDVW+vC+MGQFU3Ag9iwjfxtHdV9S6MCvl0EdkTQ6eQhgkL/g94lfK5eOuI/zdWW7gQaEot8N1gKk9PUdWjVHW4qk5Q1bdVdQUm/NXQZfD3YbyHKcBsTBjyeRG5vZE3p2HQeNETgBj9mKeBU8uWgkoZrZ6FCxey6469ad2mDb//NZ/uPeLOXWTx4sWsWbOafv32qbbd448+bI0YeVZV4aXYc8esRrfceB29t9+Blq0SyzX88vNP+fH7b/nk6x/x+/3cNPYKBh92BKFQiGbNmpGSsknYui7jrNE8BR9QY2ikFsYq4d1ZHP23wd2dGc2as+iff1tuZq0hrusvhiX8JqB9WloaLTIzufjSK0q/f+ypZzjysEHYtl0pZ6ygoICzzxzO77/ObotZTN+sxfnXhIcxjMU9qwo7VYSqPi0iu2K8GNeq6p3RxfQMzPUaU6ZS81cMEWG9IBraOwvooapbxLYoIq2BvsAXMb4rUXqvkn+ontAfOKFsGE5EZmByDb8UkVNVdVmDzS4B1CdXTSyISAfMdWuDMdKfVNUHo16y1zH5okuAk1R1Q1XHafTgxIlo3OkpTNnll1W1m/3LLGzbprioiOnTpuK68e2kXddl3737ctB+/Tlo/3055cTj+fjDDyq1m/zUExQXFzP+9rg8MOUQDAb54btvuGrsjXG1HXTAPkyd8gYA11x6Ef33O4A+O+7MlNdfIXvdOu59+AmSkpJwakjYqGXsDTg1cI3UFraPjtXghk0JWrdtx9LFCxt6GlsdRCRVRB4UkY3A48AsYHRhYSFvTJleru1++x+I1+vjhWcnc9stN9Jvj13o3L4VzdOTaNeyKV998T/67LDj2no2bog+0w9jcvISwc3RfpOix7FV9RlVfbYCDcV3wL7Roof6QAvM3qo2HthrMPloIRG5QkSeEZHjot/1A3JV9ataGGdLMA8ot6NV1bUYj/87wExpALHcfyls4ApV3R5zfy8UkT4YktzPVLUH8Fn0v6tEo4ETP84AumBcwlXihBNPYs36PI446mhuHncDLZulc9UVl9VIFz9y+GmEw2FmvP8xBQX5zJ07h2OOOpwuHdvx/HPPlra7/dZbOOKoYzSwGey6K1csR1W55IJzmHjbzdUaX+eeeRrz5vzJhWefIQftsxvLly3hoceewXVdbrjmco489niaNW+OPykJx6lXzqsDMPH3+kBvTI7UVoPBQ49mzh+/xW04b+sQkZ1E5EtMZdNw4AlMiOAE4J4TTz7V2b5Pn0r9Bux/AJdePJpJDz9Ip06dOff80bzx9jRWr88nJz/ENz/MaiiOloeAw0Ukbs0xVc1W1YtrynGJhnJmA6O2cI41IrohvA94cUs3CFGD7DJMcvflGC/UfGCKiNyJYS5+fMtmXCv4HVMNWQ7RcOI9GMP1/WgkYKuG1PFfTVDVLFX9Jfr/8zHcQ+0x4deSqsXngWOqO05jiKoGRN29I4EJwBCNQ1ahSZMmPPHUMzzy2JPcestNPPboJB5/dBLHHHs8jzz+JE2aNCnX/qsvv+CtN1/n7akzGDhoED8NMh7OtWvXcvGFF3Dh+edwzZWXcdjQI1izZjX3PTjJZTMI0bp178HydfmMH3cdkx64h8cevp+LL7+Gy666tly469fZs/jwvem8/OZUMlu10ZGnHi9HHH0cbdu358F7JlJUWMC9Dz8JQCCQjOPURng9buyFqeCpD3SlivLmhsLpo87nzlvG8tIzj3PG2aO36Fg52etYMO9PVi5bwrqsFbjq4vcn4fcnEQgESE5JJaN5c9q0ac92HTvRoho+oPqGiJyI+U12xSSbHqWq75X5/mXAffypyTYxfitvTHmXr778nEMGDamvKccFVc0VkWcxuRw1u1oTx0PAGOreINgb2IMYC34siEgAIyTbDrgamKKqj0W/vif67+zovxOiobgvMaHqZ4mf/LAuUa1WnKo+IyJdMDlTB9dWmfy2DhHpjKmUmwm0VtUsMEZQTVQJjQZONYjuQl7GJOYdUWJRxguv18stt97OLbfezlNPPsH4m26kY7tWfPblN/TtaxLIbdvmxOOO4bChh3Po0PKVMa1ateK1N6dQVFTEdddcxZOPP8qee+1NZubmbwACgQB33HU/4++4m5uuv4Z777qdSQ/cw9Vjx3HBmEsBGHHqCezVrz+HDD4M21V+/mth6VwfuGcCZ513UWnOTVJSUn17E3phwg/1gS6Yl9ZWA8uyOHDQoTz7xEPVGji2bbNg3p/M+X02f8/5k2VL/mFN1irycnMoLMgnHAqhqng8XvxJSSSnpIglFo7r4Drmz3EcbNvGtiO4rouIkJySQrPmLWjVph0dOnb2u45z0Iypb34Vb87IlkJEhgH3YipUPgYGq+qiCm12Ak4FjvN6/TFLov1+/1Zn3JTBQjaVPtcF6kL/qSKOAt4sS4pXAwZilMD/wlR+PSoiC1X1Y0x46ipMAvUJGI8NqvpD1BuyfisJI6dhGLyrwzhM/sizwMl1PaHNRT1w1WSKSFmtsCdV9ckY80jD8E1dqqobE51Xo4FTPU7D7EB239IkuXPOPY+zzj6HoUMO4dBBB7Mm23DQDDv5RFRdXn1jSpV9U1JSGDnqLJ564jGefiZurb1q4fV6uf3Oe7np1gmMvfoyxt80lnsm3sYee/Vj7ZrVfPFdZRviuisuxuvxcsP4O0o/SwoE6tvAacOmnVxdowOwup7Gqhau61JUUMDGjbmccOoIznt/Gk8/cj+FBfksXbKQlSuWs27NavJyN3iKiwqxbRsRIRBIpklGM1q2aUuP3jvQoXNXunTvyfY77Ubnrj2wLAsRSPZ5VKp5e7iuy9/z/uKXH39g7l+/s2TRAmb//IMna+WK44Fh0UT7jZiE7NkYnaHpUffyFuPTGVO4e9xlV2DCT29jeJCqSi6cDsxU1an5wX9lKC+HuqsIilA931Zt4QjgvOoaiMjlGJ6eOZgqypXATqqqIvIIcCjwcRkjKYQJQZZCVbNrfeabjwKq8eBAVDJF5GJgaf1MaatFdk1l4tGCkinAy6r6dvTjNSLSNuq9aYsxhqtEo4FTBaK7wPuBgdUZN0GbNsA5REngqoNlWcz44GNaNE3l8UcfoVv37jJj+ru898En5Qj6YuHiCy9gxx13okOXrm7Ydj1eS6iGPK/8uQABv8fjuuqGbLdc3pXf7+eeBx7hton3ct2Vl/Dm669w7Y23kNGsGY5ryOkANuTk8NpLz3HbXfeXC2dZUjmNK2Krx3VtN8nnseLJxldVIrarEUc9BSY/4LnMNG9VK5NFNGyUH3S7YdhsPcDo9IC1II7LkQjaEPUW5Qfdtrt1yDjbdtzkRdmF/PnnH1xw7IFMfv977EiEgvyNFG7cSGHBRgrz8ygsyCdYVIgTLsbnhKSoqEgLCwukqKiIYDBIKFhMMBgkHAoTDoeIRMJEIhHsiI3t2FEPiutRdam4OS2pUnvgrvGkpqWTkdGMVm3a0m/f/enVqxfde/Vxu+ywm9W0ac1rpADNUnxuesBr5QcdqiovtyyL3n12oncfE3HweYRmqT61LJmdtyHnuA5tW2ZidNb2x5BCDgOSoqSMy4BZSUlJH38/e26n1m3b+7LzQ5pXXHO5/cfvvsGjd41jQ042Xbr1WrxowdwDqquaEJFxmFh9CW9CEWZBTyTfMEj95XnFQl0aONnUj2Drdpgql3IQkU4Y71RrjCcuLCItgAeHHDp07JvvTP84P+g6HTp0nL98+bKCiv23cmQTn+fNJr5UlAaBAHEuLXU3B7PZmgzMVdX7ynw1DRO+nRj9991qj7N1ePa2LohRrP4JmKiqMV0mQRsfcAmGnbWEhbiEb6ba/JiTTzzOnvn997J+fXak/74D1n/06efNqMZAWrZsKb27d2Hah/+jX/8BpccXcHwe8VTntvNY4ojgEZESan5PyHbVdjRmJ1VFgajUQEmujw47/kjm/vWHzJ63pFz7N155keuuuJiFWRuwRBxLTPvojt7yecT1e8sS0ZaH7biEIq7qJrblQsyLcVRmmvfHiu1FZGVSUtLb63KLioGL2HTdwxhStpvTA1atvBhFZK3P55u8fmNww3szpt0y/qYbklYsXy7BYDGRSAmJrUQF5Cwsy8LyePB4PHi8XpL8fvzRv6SkJJKSAvgDAQKBAKmpqSSnpJCSnEpqejqpqamkpqWRltZEU9ObSFp6E6dps2aeJk2a0qRJhpOSnuGpKrFcBFL8ntJnQaMswXnFES0MOVU+HKlJHlqmJyGCE2Vb1oijbl6x7XGqIKmxBDJSfE5ykscj5p5FRMQGbgXuC3g3hT+iC9cxwODklJR9HdtpFw6HJDklhY4dO7PrHnvqnvsfKrvuc1AlA/+9t17kiXtvZWNuDvsOHGqPvvrmO9p37Hr7fj2bVRleiZYSr8SI2N4JkB90e2OoHXZlkwRKVXAwz9EkYHxtPUeJQowo52RVrfUwVfSeLAKaaYKCrQmO8z7mHKaU+aw5UCJGugEolVe4bcJd71586RWDMUK3etbI0+W7b75en5W1aq3ruuer6rd1NdfaQjR8eoSqDquhXRLGGBqgqvXF5xU3WnTpo4eOf6VOx3jljN2qJfoTkQHA18AfbOJyGovJw3kD4ylbBpyoqlWmETR6cGLjAWBWNcbNIRjrsgVVGyZldZ5KEAbsq6657oH99tnrGqD4qy+/6IThT3gGk+tT7iXsuMqFF1ygrdu0lX79B0AZ40lBwo7iEXU9lpQzIizBtYx7pTTyICIegCSvpX4PBCOOlF3HoqzHrm5KdvcA/LPgb/nyf5/wkmEqLmfA+Xx+VF28VukYUCZZPuKo2o6jST5LvGWI/1xVQmHHcRRP2fbR8+8DfJFdYL8DXJaZ5l0LkB90pW27djmtWrU5P3oty5IkJmNYXM/MD7oXAa+VUO1vLizLarLX3v0u7bJd66QNG3Jkn30HMHLU2cz5609efP5Z/pi/mEggQ1dvDJVeeEugXdNkp2VakkfESCCUPaaaZAEto0NVej1sR0tuR+m1j/YRANfFdbW8JyLgs9yAz6p0n0WgaYpP0wJe3VAQtsLOpkvh8witmiS5fo8lURebJ9pPfB4kM81HUdhxCoKOp+wFTE3yaEaqT4Ry99kf/bsBuDBoc3bAy0fRea/PLrA/xciRNANk3dq1TJs6hS//9wnffvm5THntZWzbJi29KR26dKdzj95899kH5G/M44DBR9iX3Hjne80zW43er2ezVXHcsv8BS8oyXKcHrHn5QXc/TPXFE5g8iVi/2VIJiPSAVe96TRVQZx4cVV0vIhswCb11mTf1CSbEVDb2XlZpvdS4OWXY6eGocVP6e/57/jxWrlzRCmg17PQRJ+UH3e+29PdcD/BhvDPVQlVDIjIKmCEi+2513Dj1rBcVC6r6DVV7uQbGe5zGMvEKEJFTMC72ShmcQZvOQZsPMG6xjsTeEZYsTCUaUCUowrjXug/ot+f1mNr+PVTVCXj5GsO5cg0mjhtyVSkOO05x2KFd+/asWZ3Fjj068sqLz5UdywJwFA07qmbXrXg9opYlGg1lVLrHImJZlkiy30PAZzmoYjuuY7uKUrmS7/wzT6PX9n04aODgsh+rAElJPlXVkrBJLM+VR0GCEVeLQrbjOC6hiOMWhRyi8hGxIJiX3fHAouwC+7KNxc6uwMzhI0b1XLZ0iZfYi1QyZmF4CvgpP+juEqNNjcgPul3yg+5HHTp28v/800+BQ4ceLktWruODjz/nzLPO5bVXXub80RfRYbvt6NQ8VXfvkKHpAS/NU/y6U7umtExLwrKqvPYiIF5LsEQcVSXiuE7EKb32Me+XiGBZqNeDioDXIzRN9mrAZ1V5ny0Ry2uJZDZJonmqz/FYkJnmd7ZrnkySt9S4iTlWit9Dy3Q/AZ+lfq9Fm4wkzUj1qVX1fU7FhCXeDtp8XBjW7bML7PGY8s5DiN6vlq1acda5F/DCa28ze85CsjYU8/0vfzljLrkcjyV8MOVldt9nf3v6zAULb3nw2QOP7t/rmHiMGxF5EMNBckDF79IDlqYHrKmY5M57MbIgJQtRIbAKODk9YB28FRg3ULchKjCG3F51eHwwIpTHRb02MbH7HnsWPPvCK8EnJz/vpwKj+9XXXs8hg4ewsdjh8aeeOQv4IT/o7lC3U95iCOWZo6tElGPpXuADqQeh0P8qGkNUZSAi3TBlh4dWrJiKKnkvwexWE/V8rQRODnip0c0atMlU1XsLQ84ZlPGWrFu7llOPP5K//vydrA2xCxO8lmiSb5MWVjxQVWdjccTjauzQ2peff8qw447gix9+pUev3qWfC6jHEvnwvWmcPWIYK9fHVU1dktNTmtsTDwSKfR7xi4jM/OF7a8jA/cktrFHnsEQraUB6wIq7+i0/6LbGuPBj3ucRp5/C/z79hKWr1pXLRQrbLo6qVhmLiwHXdZ2iiOshjrBmWXgtNCkqCxIvVNXxey0PmHBU3B1R9XoSe6YAuyhkW64mprO2bt06d4du7a0Lr73tvpNGXnD1fj2bxcU/ICKHYCqqhmkcQpL5QbcThlPlYEx58d3pAWur4TuKXuwwkKqqtV7xJCLXA+mqWi1JWi2M8wQQVtUxIpKBCUuV++1vLI59i++aeDtr16zhnvsfKvmoRJR3r/SA9WddzntzISKnA0NrClFV6HMfJl9syJYWstQWWnTdQYfeWrchqpdO37VRi6o+EX2pPA7cVUU5eAZmIUrUuCkGbo/HuAEIeMkuDDnnY3aYpQtRy1atyMlZzwEHHVJlX5FSRYa4ISIlmkAxF73LRp/DfgceXM64MR0RwA4EkhOpoipRNE/suZNNukydO3eJd7ySRaJNQmMZ13nM+zznzz+Z+vZbPPzoE7FkMpxEjBugrCckIU4jEUnU4DBhKyAx46b0d5Eo0ZFXtdQLFzdatmxp7bHX3nmTJlx/+f69mueLyHIRWRuNx1c1v72A9zGVFnGpZKcHrKXpAWsokJIesG7bmowbMGFMjDFQV16cFZhE7FqBiHhFpJ+IXC8iH4rIXyIyF+MxK9mJlPxoS384E+66j6rww/ff0qNnr7IfWZjfc+vamncdIB8TAk0EV2IqNZ+P5YVtxJah8YJuwomYH88DDTyPmPj6y89ZsXwZ9z38WM2NawkvPfc0a9eu4ZGnqi5N77tXP2zb5u958+plTu9Nf5fk5ITWzVrD8ccezu599+SY406o9F0Dh6y3Gbz/6dfzMNVYOZiQV0uqWNREpD/wDabUeHiiY6UHrK25hnw9dWfg/IaRbNji9380lyQbk9/UApPofzKm+OITDO8Lqroxmkv2YEnfC8dcUuVxjz/xZK658lJyc3O3dIr1iYQ3b9FE7xGYjdjddTGpzUFJpWZd/dUXGg0cKBFVvA8Yrar1qjsQLy46bxT9B+xPu/bxiTe/8vJLnH7qSWStiic3szJc12X8jddy0imn0yIzs8p2TZo0oU3bdjw26f7NGidRfPLJR3Tq0qVexiqL8TfdwNo1a5jyblxi1o1IEOFwmAfvu4sde3TcFfgQk7M2ErDKVuJUwDfAMlU9qn5mWa+oyzyc3zBeubhYhquCiOwH3AH0U9VdVPVyVZ2mqn+q6muqeo+qxqxE2/+Ag6p9z552+gj26T+AD96fXl2zqua1q4hsn3DHLUdTNoNeIBqaOgY4TEQureU5/afRaOAYjAN+iGZub3W4ZPS5ZK1ayZPPvBRXe9u2ufD8c3l36jt067wdA/bZix9nzkxozEkP3E04FGLi/ZNqbHvI4EP55KPKwqB1gd9+nc1ee+1dL2OVxdtT3uDoY4+nefO6zP3872Hd2rUMO/FoOrZqwr0Tb6fX9n0Kga6q2lNVn6+BofYloIuI/CNGfRgoDeHtJCIXihFl/F5ElorIVXV+QrWHuqykUuAroMrQX00QQ6XxAnC2qibivv1VxLKPPf7EGpPo9tq7H59/9mmi8xIMS/APIrJLhe9aisjAhOO78SOFzZR2iXI7HQpcKUaGpMFQwoNTl3/1hf+8gSNGG+RS4LoGnkpMLPxnAa+9/DyBQIA9d+nF9HffrrHPNVddgWUJeYUhPv70CyKRCAfutw+9u3fhtVdejmvcxx66jxNPHV4jASHARZdeyZrVWaxbWy2pZK1gddYqhh5xdJ2PUxGtW7dh6ZIl9T7utgrXdbnsovPYsUcH/vrjdyY98QzL1uYxZdqHC1R1STzHUNUzMK59BZaJiCMiRZh8j98wWlX7Y3IjFgC31uHiVtuoMwNHREpivFty/CswbNEzEumkqs898PCjF902flxg7py/qm3bfrsOmxOO7oUJld1CGS2v6H3/CXgdODPRg8aJVLZAuy5aLn4E8IiI7F9rs/oP4z9t4ERDU99jrsOgBp5OTJxw1KH02XFnlqzO5Yijj+Os4acw7MSjse3YHt6NGzfy5OOPMvaGm7AsiwH778/Mn2czd8Fitu/Th7NHjaBd6xa8/KLJq3n/vRk8cPcd5RJ333ztJQry87llwj0xx6iIbt170Kx5Cx66/64tP+FqsODv+di2zeAhh9XpOLFw8imn8cfvv9b7uNsi5s2dQ59u7XnrjVe5f9IT/DZvMSecHHfhSSmiOTifAd0woYEfMPQOXVTVUtUmqtpdVQdjft+K4ev5N6BODBwRuRJYhzEEnkqw6ErNowABAABJREFUr4jIviLSBLiYzbyWZ551zvKLL70idOvN1WuJvvDcZOb8Vb0RFAMHYCRDPgUOFZESOgkLYwzfgTEi6gIRTPXllmAhhsjuXTGkjA2CxhycbQO3YSowxmAYErcqjBt7FWtWZzFl2odYlsUjTz7LtA//x/fffk2PDq0YedqJTJs6pZyxc8Zpp9KsWXOuuOrqcsfq1KkT70x7j9XZuTRJb8KDD9zHH7//zknHH8N9d95Br46tmPzEIwBMHD+OQ4YcViqoGQ8OPHggH72f0GYuYUx56w0yMprh9dY/P+Ww4SMIhUL8+cfv9T72toR33nqdA/fZnS5duzN/yWqGDR+Z8DFEpK2I/IjJwSkE+qpqhqruq6rPxfIARcMyz2O8tf8G1LqBEw3jXQv0VNUBqpqoztpozDX/GfhOVTebM+i8Cy4Kzf5lFj/9WPVr9/gTTmbduoS9wo8DOwDvYTwqewElLO63Y7hnPtycOceBtRgR2IQgIi1EZKSITMNQinTDiIvm1u70/nv4zxk4+UH3wPyg+8db70yfYVnWicCVqjpJVatUqM4PuikR2x2jqomWAKKqSUUh+5ysvHC1ImwlCNr4UpM8F8+Z86f38Uce4s77HqZ5i02GfL/+A5i7aBWnDh/B/HlzOW/UcNo2T6Fnpzbs16+vfvzRB/L8i1VzGKSlpZGbu4FDBg3moAP2pf++A3ThqhyOPeEkvXnsVXRv14ysVSu58/5HajgxXJFNpdR+fxIrV6yI5xRhU+loXIhWGni+/OJ/FUtHa4KfmtV9K6IQSKr4YSAQoE2btjz1xKNVTBILEiOVcqNU+ZuhhKyb0yfaMdHKocTL+gEEqTjWow/dx3mjhnPOBRfxwWdfxzKgXYEd8oPuwVUe1uTRLMcs/rusy4/csC4/8lJ2gT05u8Cuacd7BdC0oXMc4kRdeHDSgFxV3bzKAzgWo9J+PZsZ5skPupnARSkpKU3OOPMsHnn4gSrbFgeLOeDAgwD4+qsvyMnJabKhMDJmwZri6q5La0xiegegHfBdyReqeiuGBiIhz1UCWAdUXZFRASKyg4h8iuHdOhITPuuoqoep6tNRo6xBIHX8V1/4zxg4+UG3Q37QnYax7Hd8d+rbh550yrAWG4ud0/KDbkyXQH7QlfygeyJG+fUsx1FRgxoXCaMHpBSFHQnZ7o7AvKy88M1ZeeHYgkKUSkD84zjOjScdPZS+ffdk+MizKi1kgUCAO+66n+9n/UlWThFffjcrPHzkWZENGzYsH7DfAd8eNHBgIRCTIGz58mXk5eXx+muv0LRpU6Z/8LGmJidx9wOPun8tXq3FxcXssNMutGpdJX2MC+DzWPg9hjp948aNztQpbxCJhLnz9vFV9SvEXMdTMIzORVU1LEH0WhOKuJpXZDNv7hz23W+/eBboIszLZjhmxxk30gPWckyZ8mIqxNMH7H8A//vsk4pzdFQVRxXHNbZKPM9H2HF1RV5I352zhuzCsEacuMh9HDCEjh5LtOxnNcCVqPUlRiMsHuMoanyhjqtEz6vGsVxV13ZcLQo6RJxNdtijD93HzTdcy60T7+XWyqFPBbAE9XkkDZieH3Tfyw+65TYFIvIORmTv+nX5kYHr8iN3Yp6lPhhxz8XZBfYF2QV2TK4fVS3EhLRuj+P86xTRcI9fRNJFJFNE2otINxHpIyK7YfJIatvA+RtoLYZ0L9H5pgF7A++p6puqur6mPmWRH3S9UQmVxcDB11x5mTz+6MMcNvSIKp/7YHExz05+iibJHg4fMpDzzjlL8gqKhgBLFqwpPm/BmuJK91lV15Y8dKqaVZEoUVVzN2NzUC1EpLOIHIFh0o5LdiGapP0phqCyraoer6ovq2pubc7tv45t3sDJD7qB/KA7DpiPyVJPefH5Z3jphec8LVpkejGJiPPyg+7+FfrtgMnPeRZjlacoYDsqrqtS1Qu/ZFEO2y55RRHCtisYjZJkjNtxcVZe+KisvHCpIVtRAuLyS8ak5m7IYcYHH5HkK805r2pxKeqz407Tb7zl9s7Lly3t9PVXXwzAuDinYEgGy/2YH37wAQBy1ufwxbc/acS1LEXweixPUf5GAbjnocerGku9lmiTZB+pAa/l93kkNcnDSccc5snIaMZV192oD947kWCwHCFnGGMojAN6ZKZ538hM854ADMYkfsYsI1VVdVzV/KBNUdj1FIVtctavZ8gRx1dnRNjRc34A6JwesKZsjn5NesD6AuiJ2akWYhhUOfPsc1m2dCm2bZfe54irFIYdbFfFVbWichdVelgijusUhGx98/fV8szPKzx/Zxfx3C+rrI8XrJeg7eC4bqxrrwB+j9As2UeK32v5PJbl90jZioRY4zkAHkF8nlJlhhLtL6XqZ6qsEWSpIrajuEqJoVNprOjtIq8oIlm5IQnaLoUhx1MQdJjy5mtaYtycN3pMpa4C6vMIPo9VIhybgsmZmZcfdG/JD7oBEbkdOLJd++0OWJcfSaWCBAQQANIxXCJzsgvsfas4tzFAdxHpU8X3dQYROVtEckUkiLn2hUAW5t30E4Y3ZgrmnXM48Gttjh99X/0K7L4Z3fcA5qhqoh5Rolpgc4GJJx1/VFqTZE/SY488xIacHM4ZdYb15Rf/gxgSB4OHHFb6Was2bfno/WncP+Hmkvt8L/DngjXF+2zGudQ2zgemY8Jj8YqCXgx8pap3qWqNm736hAhYInX6V2/nUsvG7FaF/KB7BPAkhp8gBWB9djZ79d2Jq665njNGjirrJi/CvGDGYl6CIzChiiqNwBKlbox6tpQsykUhx3Kqv66FwC8eSy5skuw7CeM69wHeWbN+Zr999uLZ51/i5FNN4mXUYHIijnrYRHVegHk5npmZ5o35owra7I0R8ewIpKmq9t11R5k7Zw4f/u8b+u5Zvtz6jFOO54/ff+XnPxeUiDqWjOUIWKlJXvF5y1+Ohx98gGuvvoKZs36jc7eebvcOra1Bhw7lsaefL5FKmIoRzFxTcX7Rnfa5wJ3R8w+oqqPgKQ45lBWI/OGbLxh50pHMW5WPJdA02ev4vFZZmfJCzMvl/PSAtbi6i58I8oNuSwxH0vFAoEWTgDz25DN6/Emnash2rCpEt41apvGyqIhYrqrruGp9s2SD+82SDZYdo6PfI+zXuZmzc5t0j2WJaxkiNtcSJC3JKz5P7EfRVSXilBp8pffNEhyvVa3afEXpDJc4vMgeS1yTK2ieeQUpDjtObmHEU/G0liz6h8P2240RZ1+gE+++TwBHDJuyA3iMJhfVJR4WFRQU5LdvldHyoEMGP/f62zMOxyxwNSWIFRPNr8tM82aV/UIMy+5KVa2aFryWISJejAfzBIyREdqMcGFtzON+IEtVE6oIEJG2wF9Ah6gnrEbkB932GGX2wUTvV58enVmxYnm5dl98M5Pd++7hYJ5BAXBVNWK77s+//uE57dhD6b3DTpw+6jwGDjmi7LNS8o6ZDlzSo3VyojlFtQIxKuIl5al7q+qPNbT3YJ6Fw1T1j7qeX6Jo2W0HPfqO1+t0jMmn7FQvUg3brIGTH3RHAo9Q4UV40QXnkJqaxp33xCSmi2Ao+kOYHWFc8FiiCFIUcog4cb+znLSAV7yWhErKNm3bpmP71uyyy6588PFnlTq4rhKMOK5xEjAGeDIzzVtt2CBoYwGjVPUxV9UKRlwr1i0Ph8N0at2Uu+6fxPCRZ5UoizsKHqNY7amkRLB48WJ22r4HN4y7mWvH3oCq8tijj3Dt1Vewan3hcuDEzDRvjcnb2QV2C1W9BxgZirhOsdFnKofxYy/n4/ff5ZtfF5Z+5vcITVN8KkKuJXJKesD6uKaxNhf5QXdPVX2z/167dWrdpl2JsnqNsARXEWvR+iJ3xry1Vl6wZh7J5sk+jty+ldsqzW+l+CwN+GrWnYreL3UUEXC9nphamlWhRAsrbo2wkl2e46rmFISlrDFaAtd12W+37rRq3ZZ3Pv7WaDf4PU6Sz/LEYXyV4rbxN/HIQ/ezZHVumMSqVMKYBbBVZpq3VI5BRI7BeEoyNscjsTmIhjCuV9UG9TiI0Us6SlVP2oy+rwOLNQ4Nq/ygmwyswbxHfQCHDxnI1199UantG29P49DDDgeMsa7K/9k77/goijeMf2f37nIpl1ACJLTQu3QUQZogKspPBFRUsCOKWLGBoCAWFHsv2CsIgoqIIigiCNJ77yWEJED65W535/fH3IWEXJILpKk8n899IHc7O7M7uzPvvPO+zyNTMr3CY0r++vN3Hn/obr5fsJzQgpMePCiDtlrjGqHFiu8rSfiChD+TSkizoGMuAtoBV0kpO5VZ44qBag1bygHPlq6BM/WasjFw/s1bVDU5xUj5e/kyfpn3E2PHTyiojB21ggjauAFwe02Rkuk1imHcAOg+ZeYcoofrrrkKj8fDrO8Ds+VqmiAsxKZFOG3roiNsbxdl3AA4bVhOG1Mzss3lWZ7Axg3Ai889jcPh4PobVOygEAK7TdMrhdllqMOmCSF4ccrz3H/v3ViWhWVZXHRhd1q0bMWjY8fllGnapCnSkkQ4bU8HY9wAREfYkk9kGqNOZBreQMYNwKq/l9K0eas833lMSWKaRxxN9bxVmsYNgMuprcjwmBN79rnYs2ploQu0PLAk2it/7pFfrD0clHEDcCzLy9L9x7WIEN0MddiCom4RQmDTNRFi00yH8mwF3UaUcVOsYGIpITnNYx5JyQ5o3AA88/jDpJw4zmczFAmkBLI8pu7Iux1VJN558zWuuW4oFD8F14F6l/MEjUspZ6O2MwcV83xngqtQxITljd+BC0UhKt+F4B7gCiHEXCFEzSKOdaLuv93/RW7jJvFEJnfdfR8AVw/8H00b1ME0TTLcBolpJw3mzl170KbDuYx/aBSFLMYdqIwpe0EHlBEygWuFEH0D/eijJZkJ9EZ5rc+ilPFvNnDyQErJow89wISnniEqKqq8m5MP382exZwfvmPGt9/hdBbLvioRfPj+O1x97dBAIpIArFq1kvGPPcoHU9+jcYO6XHv1YJISE/llwe95jpsz53siIyNL3C24b88uul8YcNwoU9w0/A5vyonjHD92rLybUqGRmZnJlx+/xwNjJhIRGXna5/nyi8/IyMjgqSA5mYKBb7vFgUo4KCu0RsXZlCuklAeBWcD9p1E2AXUde8ilKRUsel908v2tViksTwaV1/CSnZ1f81QIwZPPvcaBfXu4oE0DUk4cL261ZYlnUTw2Uwv4/QrgNynlxVLKGWXXrOLjLA/OPww/fDeL7Gw3Q64dWt5NyYfU1FRuGnYd1w+9gZ69CsyQLTXMm/sDqSkneOKpwIsKwzD4X7+L6da9B/sPJVCjRgzffzeLjz/9gkqVKuU59usvv+Caa68rUT2v9NRUMjMyuHxA+Wf31qpVhwiXi88+Lq1M038HnhxzP2HhEdxyxz1ndJ5XXnyebj16lrTR3xAV5pFYkictCL6Yi8aoYOKKgKeBO04n0FpK6QU+BhoUt+yB/YETjLbu3M/u/UcK5N0KCw/nvc+/JfFoAiOGDSrMk1MuEELoQpHy1UVx1xQ0/l2J8uCcRRnhP2HgGIbBhMcfY+JTzxbooShPXNr3QipVqsy7Uz8sl/qfeuIxOne5gIiIwDQ/Nwy9luzsbGZ9/yOVKlVi6fKVxCceZ8DA/B7+tLRUrhw4qET5G+b+MJMQp5Oq1YrNoVUqOKdNO+bNCS4G57+IjPR0vpvxJfc9+sQZncfj8bBt6xYeHlPi5MNLUJnaLUv6xAWgLyoDqdhCjKUBqYgQxwBfCiFOh3n3IFCnyKN8SE5KYtSdw9m+LbBk1f59e4kM1YkMDbg7DUBUpcr8veUgCfGHeff1kvPmlRD8iurfo+7LMwUcdwCIK6tGnQmEKN1PWaHizfalgM8++ZDatevQu0/5b3Gciuefe5a1a9Ywf+GicjG+9u3Zw7ZtW3nquRcD/j5v7lxmfzuTr6bPzLPCOtVzA2pCMk0Tr7dk4/x+nz+P2nXrleg5zwRXDLyaTRvWkZWVVd5NqZB47IE7iYyqxNCbR5zReaZ99QUOh4MLLihZWR5fmvtxyi4GJw6oaNkyH6A4Wx47jbIJKMLEoNxqKakpfPpxwYu3vr1P9q9VCB1UpcpV+OqHBXz9yVQ+eOuVfJ6cmV99Wl4xOHv9/5FS3iGlLGiLahpwTZm06CyA/4CBk5WVxXPPPMUTTz5dpnt/wWDr1s1MfHwcTz0zmUaNG5dLGx579AFq167DOa3b5vvNsiyGDR0iBl91DRf1vTio80VHV+P6IVc7ly79s8QCnTZvWEu7DmWvIF4Qht50K16vl9aNarFzx/bybk6FwrHkJObNmcXYJ888hnLhgvnExdU780YFxmGgQ2md/BTEAdVP01tSKvAZeXcCI4UQzYtZPITgCCYBaNCgYdAnfu/NVws1cmJia/Hld7/y3cyv6Na2IR+8/Sp33DCYJjFhtjH333FCCHGJEKKtUBQLZQIp5Xx8hKJCiFsKyQr4C2UYtirg9woBQely4JQlD86/3sCZ+u7btGvfgQ4dK15G3pX9+2lt27Xj/tEPlUv9Ho+HX3+ex4OPBl7EvfPGa3g9Hj785LOgzudwONi17yCxNWOti3r1eFoI0a0k2pmQEE+fS0pLH6/40DQNhyMEZ2gYvTq3Zea0gqUxyhLbtm7hhuuv0TyegCTWZYIx991BdLXqXDG4+OKZpyIx8ShVo4Nmvi8u4igmy/UZYANK4LHYUi+lCSnlIZQe32tBpeqdRHvUlpu7yCN9+GXBH3Tr3pPX33oXgKrR0bz34SfMnpNXFmrSE2N4/YXCiaZr1q7Dtz8v4bWpX7Jl03p6XnQp3/68xBBC7AV+AtZwGjFCZ4geqEy5x4GA456P92g6Z704ZYayVy0sO6SmnDiRPfmZJ0N//b1ockkpJV7Tkl5TCpsuLIeem0OucAjFw1AsY/Hl554i/vBh/liywpJSBl0XauXUzG1widMWnGhcfIqnN9BGgKnn4h55/pknCXGGcP0NtwQs9/orL9B/wECk0JBSBuUB0212/li2hmsG9k9f+OsvvwshJkkpJxRWJindcFQKs90vJXa315LZiv0ZgF3bt2IaBt17F+hBykIpSZcFUvERkTVr0RJXZCRt23XknjtuYfPGDYyf9Gy+AromGHV+nNhwJN36ZUeiVlBKdW6E2TXOq1PJAqFblkTTCr/vbreb22+5ke9mz0Romhgx/Bb54cefBTVnWZbkWIbHzMg29cphNoSZzYkTJzANA6FpVKtWjd27drJ92zZM08BrGBheLx6vh2PHjute07JuG/WgJiUkHInn919/4vUPCjb4pArAtKn/Fk4oeCz5GPXq18ewJOnZppRInIrgp8jrklKSkW3ItCzDYUruP3iMyW3rurIBhBA1UGSBJRL05jYQwNUoGYmZwASnLQ9Dtwf4VUpZEVPv3kJ5ci4meBHK8yhanNhvZUtAdO7SlR9/XoBlWQy94WZ0XcXbzJj+db6CqVnZeEwLRwHElgA2m432nTrTruN5ZHpM+c2Xn+ot2nQ8tmntinqo7bfdQV5LicBnvMzwyWCMBf4o4NCvgS+EEI+XtGREiaGM42RKE/9mA+ed9997u3laWtrI5i1aZhNAQNEP05K4DdPyPW7Ca0ppmKYMsWlC1wpNazMAr66JV1CyAy+i+B9CCyogBBxPPGK99Pwz2uMTn6JqdLQ0TIkmpNQ0UdiklHtCCANmuA3+AkY4bYFf5vgUTxzwNmp1ESbBNCxfXUKIjz94lyHXDQtY2b49e0g8mkCn87qQ7bWkVyBD7LqmFzC5WEozyjQtqSM0MW3Wj+FT33nTGPvw/Y9rmnajVGKmH0gpf8pdLinduASYKoSoJASEOjQZYtfIyDaFaUnmfj+TyKhKgRTEPShixseB1wu6aSWMb1H3/rVLLvtf+FuvvWT/5vufadayFffeeSubN63nixk/oGkamoAQm2ZpQohQuy46142S7WtH8v3mBLn2cFrAm6gJ6Fg7SvZpFC1sPq0pryWlsKRl1wOT4r3/zluMHfMQISEhfPD5dJntzhYjbxsm7n/kMZo1aSIVP2P+clJK0rNNnnl6Eu+9NkX3evKn6PohhMDhCPEFCPpTPTUyMtLRdV0b/dCjuL2W9dCoW7SatevQt98VBZ0qA1iW5bVeDnPoTwJNUfwlAZGacoIq0dVlSpY35wIyvSY2TZghtoJ5dLK9JscyvNL3RguURMrta/enDW9b1zUXJRSZUlw9pUBwG7RGTajNfdcyErjZbTAK+NppQwI/A28IIb4DNvr+XlcRgo6llF4hxGPA00KIn4OcdM+jiBR7l1PLSHNb56OMyMb4+vnUOMPBVw8hIjKK6TO/lTM+/1B8Mn+VrFGzjjx0IlNzOW1mlbAQvaAtDSWH45Fe05LPjBml1Y5r0O6r+avia9Wt/023JpXLnCXah8+ACUKI9lLK1QF+X4ninWqL8jSdRSniX7tF5XJqxpNPjMuIjIx6CxXclU+XyZKSLK9pZnlNpERw8n7oEoTbsGSW1zStwHz8mcBvQKvIUH1sbJTjI5Tb+11fXfn2qB26ZobZda6+sr8WV68e949+GNTDjiWRhimtAsaX3NpA/lSDcKAnsNFt8KzbOMnYHJ/iCY1P8TxJfr2enLp++G6WTEtNZfyT+bwOFiDj6tfnxltvZ8yD93LT9VcJSyKyPCZuj2nmbqOUEo/XlJnZJubJ+yQA+2133OVYtmZz1kUX94t1uSLPBeYIIX4VQuhJ6UaDpHRjPjADqOW7HoQQmq4J4XLqhIfo5vIli2jQOI+CuPTd32+Bho1rhL5UVuylsVEOGRvl+AyI27d39wrT8AKYg66+lh9/Xczfy5ZyXusmpB0/ZobadZS9qkZnm67pYXad8yobst6Rv6xYV157O66Sk7u71JN9G0fLEJuGrgl/PwsJwmNKvKaV83ysX7eW1s0b8dCD9zH0ptvYvOeIdcll/xNXDLqKps1bcOv1V+Mxpcz0mNI85fnN9prMmjvfat2kLu++Mpmb7riX39btZcWuY6zZlyrX7ktlZ0KmeTzDYNP2vRxP93D0eDqHk9Lk/qOp7EtIMbfujcdmszHllTcRQhB/YI9cvuQPnn0xoNp6Jirm5arGNUL71Ii0/4jSNrodFeybJ1pbSonba8rUtDSqVo/xNz5HQsLw6X95DDPPfGxakqS0bDMxzYNpydzvcziK+PObtfvTFjidoYOB9UF1egFwG1R2G7wHLENt2fgNtVCUSOb7wAq3QRsfW3InlGzJ9cAi378VBbNQJHmXFnWgUKKbXSnag4PLqa1B3ZsRFNDPCaluWbnpeVw7aqwF8P0XUwWgSSDVbbD/eAZpbm++fj6e4TGPZXgwJULTNK3/1TdwcN9uce1FHWKBbxdvP/7L4u3Hy3qbCillNmqhO6aA3yVwFKhUhs0qNs7y4FRwCCGigdtSU1Oeczm1G1H7ohuADKXtZFqZnnyTcr7TWBKR6TXJ9uZM7BnAIWCQy6n1dTm1HO9JbJQjLTbKcT+Kinup71hsmpDhDh27Lvjkow/YvGkjM2bnWwBpoEQNDdPy1+U3knIP1rlhQw2o9wD7srzyqvgUzwAUEddo32+BMgu0Z58cL86/oDvO0LBAdSnRzVfepGu3HmzdvCnn/hiWJCNbTS6GaZGZbUrPSeGtfHmeDRo2Cvvim9khuw8nV5nzy+/rNE073+WKPBF/+NBGlIEWcAUvhMCuC7Fr+1a6XNDdvxrLALYCvRrXCL22cY3QfPpWZYHYKEfqtC8+bRIeHjETNcFltGnXgbWbd0ubTadlk7r6fXffSXZ2tkhPT+edt17n4j49qFmtEm2a1tceHnmrdnG1bAafU8OsHm7n2jax5rD2tagSZhd2PWAqnQbKMD2RlsFVA/9Ht/M7UrlqNKs37zYnTX4RLdfS+IMvvmH79q3MnP6VJkFkeU2yvKbpNS227Ys3L+17ITdf1U9r1LQ5C1bvZuTocVSqVMXvJRMSSHMb7EvOJLJqjJSAx5TSlCeN7MlPTcDpDGXYTbcCcNftN+sNGzXmkkv6yginbvocfV6UcfM00KBxjdAc753LqUmXU/sSxR3yNr5FgWFapGR5rQyPKd1ZWdSqXTfQ/dDxtSnTa1qGaZGa5bWOnHDj9lqFjZ5hQHdN1ztccfUwa+3+tAK9RwXBbaC7DW5HZc4MQ71jgdoYjhoH/nIbvJ/llRko/pgMlLf37eLWXVrwba88h/J0FQghRCNUoOw8lDJ5kfD18xecsvhLcxusPXjC2pOcIU0peWHsKB1g7448qeS6JSEpI1seSsmy3F6DdLfXSkzLJvc2NsB9458nLDyCq268A1Q/9wI2Lt5+/JnF248XpVtW0ngf6CGEaHrqDz7m+tZA8HToZ3Ha+NcaOMAQ4Ccp5X4Al1NbhRpwRroNy5MrFqJg8gUFDcBrSbKUFsNTQAOXUytwvzo2yrENtS10nUPX0kNsGkIIsrOz9YceuIfb77iLRo0CZk0JwO9Nyvk7CIQB0R7D+hzlrapBIWKEe/bsYueOHUya/CIyp878hp7H4+GvJYu5/6E8ixE1uRhSur2Wv3wwz1H4eed3bb3jQKKzekxMeMdzmob+tmB+oVukUkrt2LFkBg2+ivAQ3QvcB7RqXCM0KAmI0oIQ4jKgSlJS4q0ow/l6h65lxFSPlus27WDCk08zY/o0alaLolb1SjwxfiyG1+ChR8ey91AioWFhrFi2lLaxkYw8P44m1cILFNLMjbdff0VvXKc6fy9fxmfTZ/Pjgj+pXiMm3/Nbv35DBl19LY8+MArDUJxjXsMUjzw6hs4t6+n79uzio5m/8M4X3xMZVamg6nQpIT3bkF71ruTp51kzpnHZ/wYAsHnzRlatWM5rb3+AEELYNCEiQ21ogl+BJo1rhD7TuEZowD0wl1NLdzm10UAbr2mtTXEbmD5vqtfroW69eoXdEk1KRHK6h9Qsw299FXoj4w8dsGVmpHP3w0+cCyws7NgC8BzwMhBJ0ZIuGsoAGooS2AwBWgDDK2D8xXSgqRCiWaAfhRCXoPiD3uY02u9yamkup3Y/0C4ly7t+Y3wKWV5LWBLN6/Hw10I1nNod+SMJJGge0xLJ6R7Ss3Mc43n62evJxvB6ueHOB/1f+Rd/9wGlKuNyKqSU6aht80cC/NwR2BSsYGl5QSvlT1lex78OPubQkcBHub93OTXL5dQ+NS25nOJfu25JEl1ObbLLqRWZpuLbzvjeYdNm+rcp7rnrdpyhoUye8lJRxbVT/g0Klsyr/VIQHn/kAerG1aNZi1Y5dfjuWR68PGUyjpAQrgkcp6NRMGNnQdAjIyPFstWbRP8BV3LNlZfxwuSnCjx4yWLFDdS6TTvNYdPWNa4ROrVxjdDy2lvPjeeBRVLKFF8/f+ewabOFEJqmadxz32gOHEnmldffZvFfK0lITmPBoiXcP/phqlSpQtUqVVm7ehX+gG+tiJTWVSuW06ZZfSaOf5QRI+9m065DXHjRJYU28KU33kNaFmNG38Pi3xfQpnEd7ZN3X+OuB8fxy9/baBNk2r0mhCYDbLcmJyXSy8crddfwm2jR6hw6ndcZUNuMQojUqDD7Q41rhB4Kph6XU9uR6jYeQwWMCwDTNKlXv8gUY2FJ6VeiLhLTP32fSpWrULVa9VDUtlVxUYeilcxPhROo5ss6mgKMOo16SxU+huK5QD4qdSFEd5T3aZCU8q0zMc5cTm3bpvjUcVKqfl788w/0b1c75/dlvxW4bhQIUWA/h0W4uPjKIXz8Zj6R9FDUFnhZ4w3gSt9OQm5cgDIUz6IM8K80cIAbUZTZ+SW5ywlJSUlM//orJj//UrmyKXs8Hn5fMJ8HHima3+vjD95hwKBiiw4HhXc++IxnX3iVKc9O4uoBlwXkvpjz3bdUq16jVOo/Xfjc9M1Rau4FQtM0brjpFlq3aZvvt9p16rB125Yi60pNTeWqK/pxae9uxNWrz6adB3l8UnBs3DabjaemvMKXn37IkCsvo22Hjvy+di83j3ygyLJFwbIssrOz6dy5K8uXLWXThvW8NfWTMz5vbhxLTgIocfbqlcsW07h5udKQPA60FEKUpdBnsEgAqub+wscn8zYwQkpZ4mn1bc+7gHsnvsT3q/cz5ZPviI45HZtT4fb7x7Pgx2/ZtXUToJ7T48mJuLMyhRBikhDCVVLtDgJpKL2zUz2XXangBo7g3xOD86/LohJKE+RZoF9FcgPfdvMwYmJiuX7YjeXajhefnUSI08nVBWRP+bFs6Z8kJyXxRP4g5BLDrbffSfsOHbmiXx/atWjIr38sp1r1kxPa38v/olXrNqVW/2niE2C/lHLT6Z6gSdOmLPr9t0KPefG5Z3jxuaeoVLkK3/44nwu69Sh2PUOuv5Fd27fT738DaNehEwkpBWdKFQe7d+4AIahVpw4D+19Mx3M706JFyRoNe3bvVNloJbwYOHzwAP0HXVui5ywOpJRuIcR44HmhtKCeqkDjVAb5g18vQHnwSkWbxFWpMpcOHsqqJb8xZcxd3DmmIJWDohFVuQq33P0oY0ZeT9Vq1TG8Bts2rQUV/zMOtW2UViINLxqNgXhfgDmQYyx2AYaXURv+8/g3enCeBab70pIrBHZs38ZvC+bz1nsflHdT+PSj97lqSNEJHE8+PpZWrduUJtEaAO06dGLdlj3Y7Q7atWzI0j9P0kfs2bWLHr16l2r9xYEvQPB8oK4Q4qAQYqJQytTFwvldunEkPj7gb8uXLaVlozq8MHkS945+lM27Dp6WcePHYxOfpl2HkiW5jI8/jE3X+eWnH9mzeydvv1+y3huAQ/v3YXeUPPFvZkYa9Rs1KfHzFhNLUMHVT1J0HE9ZYiUq8D83ugHzSssI++KtF7ikZXVem/gQD09+ix6XDjij8/1vyE2MGvMUcQ2bMuC6W7hscB5x5bLcqmoNrDvlu+bAcSll4Je/AkETpfsps+sou6pKHz7m3MuA8eXdlty4+YbraNa8BRf2vqhc2/HLT3NITU3hsYmFe2XcbjerViznoUdLXOQwICpXqcLf67bQp+8lDOjXh9dfnkJ6ejoZGelcObhCkX4+iyL7q4Viwb0PpedTLAy66hqys7PZtXMHoFzpvy2YzyUXXkD/vj1p2qw5W/bE88hjj5dg00sOuq4jpeS+USO46JJ+xNWvX+J1HDp4AKezQDqp04ZhGERVrlr0gaUAIUScEOI9lFilDZgjpaxIgmYLgcpCiH65vmsPbC6tCj/zxcy8+90ftO/S84zPp2ka3S+6nEefeZ3LBg/lkadf48rrbk31/TxPCFFWir1tyE9FcAFlx559FvyLDByhhN/eA+6WUp4o5+bkYOaM6dU3rF/HR5+UP53/U0+MLVQ13I/XXp5CaGgol15eIGFbiUPTND7+4hsmPv08kyaM46IenXE4QqhRI6bM2hAEegMLpJTxUsohwERUGnSx4HQ6qVK1KtdePZBWjesSU8nJkIGX43Zn8f28hXw755eAYqYVBU2btcA0TY4lJ/H21E9LpY4jhw8RHl7sLO4iERlZifk/ziqRc61atZL6dWty/rl5Ja0Mw2D+Lz/z0Oj76du7J43q18EV5nCiUssHoZiDt6L4ZyoMpJQGcBvwkRCiq29M7UcptXP31o1EVa7K96v34wwt+UzuA3t2cvWFbZj15QeRvq+qo+KMygJtyO/BqfDxN36c9eBUPExBPVAVatB48P67u3W5oBstWpWvvtruXTvYuX07Tz//cpHHfvbR1DI1bnLjzrvv4/ufFrBz+zbs9goXIhYKuIQQDwgh7KiMk9OihL/2umFkZ2dzyWX9+fWP5SSkZPP70lV07nJBiTa4NODftrxi4GAiIyOLOPr0kJAQjyuyxPRac3DHA4/x8/czyMostl2aB/eMGkm3888lLq4e69auYdh1Q+hyXkdioivhCrVz5RWXM2P6NAzDoN9l/fnyq+kewCGlrIpKFXZySpZnRYCUchFwE0pyYinwR2kwLpumyehh/XG7s3CElM4u3fWXnMuRQwdO/To41eAzgC9r9qwHpwLgX2HgCCEuAK4DRhe1V+w26GvTRDsUY29x4EGxcQaNvhdfOu74sWMRH378RXHr8qdfF6ucEHgpIHX7sYfuo36Dhv7U8NywIGf1xs7t2zgSf5hxTxScvp2rXLEtECml8BGLFYjOXS7guRdfJysri8SjRwEsTdDCbXBZcesrYWQBF6GYSqug6NaXuA06C0FfitFfzz7/Ims3brNeeOVNWrdtV9z4htzM1kGX8SUvFOuZklJaIgBX1Ibt+3j3w88LKxpC8QM6U1CZJxxLSqJyleC2koTKKg9KYfSqobcQHuFi8hMPSrsuaqS5revS3IWSA+ZgR0JW12079lzUrHF9PvnoAz769At+X7yUO0aOYumSP6kaHc2DDz/Khs3bSc/ysufAYRYu+pNXX3/Tuvx/V9hSs8zhc39ZqKMYnPtXoODiPPDJqTRDeSgHlEIVKUjpqN+0JXZ7kawWuVumU4znd8yzbwDQoUuPFBST9s1SyrLgxOmIyp7a4/9CCFETFcC9tYAyFQZ5JVn+2VlU/3gDRwgRAnwFXO9Txw0It0F9t8HPwKwIpy0ixKb5B5eiXhi/NMB3BOCICIQ0t1UjzW19tXLl35MGDBwkY2vmpD4G83JmAIssyaXACt/fRSEbyAixaY8ADwDp5EpPTE9PZ/HvC3lk/MRAda2xpLxUCPErkDlpwmPUjatHrTp1CqrLArBpyBBbzoOajyclXyEpLcO0ZFK6hyyPKS0pKWyAv+X2O4ir34CuHc8hMSFehjr0MGCa22Ch26BRUfWVBqSU56DkObZKKROAmE8//6oFsEDXRHQu12uR/SyllFKRBkPwBosJ4LQLnHYtz3dFVacJZM1KTkLtmhTB1WUBaJrAtFRrpeKbASAmtsB03gwUy23v6AhbseKT6lV1LgMGA4ePH0uyootOEc8ADoeG6ENQ7LFZBPE+33H/WOZ++7WoEirsqG3tFWluq8B0vR0JWbE7ErJmfP3pBws6tG5S2W53sG33fq6+ZogF8NIrr7Fr30F++HEeDz78KI0anyTxlL5bZ5hSA55PTUnx35OiXanlCCnlCSnld6URI3Rxi2pLdJvtal3XPempRTuHhMBy6JpsWD2Cai6H31Av6hmWlw68LuuPbcc+f/mjWY1R43dZxd9cC3x5yvjWAkXwVxF4vP4z+McbOCheiTVSyoAMUW6DMLfBM8AmlIESJoQgLMSmR4ba0ZWoYUEvi3+w7hMb5bg6NspRaPR7mtuyp7mt0cCul154bnBaWhpvvfthbgbYwl5KvwTEVS6n1ifcIeahMnZuApIIHOvhN75mAA1C7eLl2CjHG0A94Evfb/LZieNwuSL535WD/eUygWOo/fZONSId86IjbJe63e4rfv1lnrzp1tsLWg1LXSDDQnScDptut+mEhygJCh/yvbxSKs3DlEyvOJKSLbK9FscyvHpiajaGKaVV8Asv/1y+xqpWrRodWzfTt2zZDIr+vjuw3m0wxW1QeDBRCcNHQdAjPDz84c+++PplIYQ+aPDgrqhnSui6ptl0QWEGhJTSklJKryWFYUm/Z0TjJIN0IINFglImDw/RCbHbRKjDJqLC7LnvfaA6TYAQmyZC7brmtOvUrByqx0SFCF0TUhRiDDhsQka7HEQ4bZoEYVgSSyrG6wIG6WyUx+ZBoEV0hO20Yg3qVXXOBRocOXw4Pbp6DS9K7uFU+CUgngUaNKwWOqNtXdco1Mr5bwpYFAiw7LqQDz5wH2Hh4Yx96D7IJamQ5rbeT3NbVfzH70jIcuxIyHrU48neecPgS6984pF7Qm4ZcQ9zF6/FckTh9loFi8f5+tm0pDBP9nP4T3Pn1HzuhZc9R5JTM9LcVi0hxDlCiMZC4TchROns+VUwXNKy+r0bVv7laNCs1WbUOBWony1NQFyVMM5rUEVUc4VQr1q43qJWJGEOXWqi0HF7E9Cje9MqN3ZvWuVelNGx3Xef64nSdSOsA3qdUsd2FFN0gaLPFQlnY3AqAHw8EsNRXos8cBsIt8FgYB9wLyp+Is+Wiq4JXE6bHh5iE75JyT+5uFGD9WigZWyUY2lRbUlzW71RGjMTDcMIf+7Zp2wj7riLsLA8wXP+gU5ycnLxoAbrZ4CGLqeWo9fjtCGdNmageBxeRQ0E/i2odFR2Qw+njaFOG0f95WKjHMmxUY5bUEFt66d/9RlDb7oN3/VloYi74mKjHF/HRjlyBok61VzVPdnZ5m0j7hqPGiT8ho4lQDrtmggNseVR9xVCEGLX9TCHjm/AkaBWrpaUZHpMjpxwk5Ft5nmsvaYkITVbO5HhFZaVxzvg81JoonJkuLZmw2bate/AeR3a8tuCBf57GArcBexzGwxxG0FLWpwpXrA7HKlbd+55++WXptwTHR2Nptvy5DILIbDZNN2nup7Tz74JD9OSeEwpCtmc8F+L//mwhECGOnRCHXoeBW1NCCKcdt3ltPnvvZW7rF0TQmmgaXncwmEhNuKqhorK4XZ/Zf57b2kCWTncTuVwh36qcrwlpW5YEul3QCn4jezPgXrREbZ3oiNswXiVCkS9qs7s9PQ065cfv38WpVqd27jP9H3XpF5V59P1qjpzPJVt67o2o3hGbgQSc5UzhYCqEQ5Rp0qo5rTrPDp2PF989glutxvySirsTXNbI3YkZF0K7Fq36u/Hz28ZF7Zp/Vrtm7mLeGi82rpVwp4ePSnVIwzTyjHUpZSmlBLLkhgB+vno0QTi4uo5wsLC+61ft3YHKk5jO6rPeqK2Pf8L+BJg99aN36BU5X8iVz9rAqqGO+S59asQVzVcyz3mhDl0WtRyafWrhQubJhB5x+0UFFN0m25NKq9AaVLdgIqJOcbJraNepXhtnwNRKLkgAHySQUuACaVY71mcAlFBt4GDghDiAaCTlDIfc5fb4DaUURBUeL5Pwdhyey0NRUs+OjbKcSyYsmlu6xKUunUowMOj7+PTjz/kcOKJwojKJGoymwfc5nJqRVLauw0aAO+glIkfAD5x2gp3yWuadg3w5a7Dx447Q8M2ALfHRjl2BDpWCLEOxdPQMyndiPHVdYVDF5bdpmnBLHoM0yLTY2KYUh7P8AivWfTzJQREhdrNCKdNt+vCcgSo66Zh1/PN9K95b+pHXD/shtw/ZQKPOG28UWRFZwibzZb14MOP6i9Oec5us9n49POv6X9FwcHYvolOmpYUlsTM5bEJBhagOWxC2nWtyAWnEpC1ZKbHFJrActr1PJNCQTBMi8S0bDPLY+nhIboMC9GDWtwK8Hs/dwshBkdH2NYGdVVBQgiRCdwmpfxyb7K7O+Ankbq1XlXnH4UUBWDt/rQwYKyAsRFOm1U1Iq/BZlkWdWtGc+mll/H+R5/lKev2mtknMg39xWcet733+ot06d6Ldz/7FkchvDwRTl1WCrMLS0rTsgrWtxt85eXcetsIkpOTGDnitlN/runnSBFCDEMR0+0CrpZS7irqmv9JEEI8AkwGDCmlHeDnzYk9dU18Y9dF1WYxkSIqtOj4HNOSHD6eZSWkZmtS8jYwpluTyjn7XkKIX1Bxc7mxErhMSnmUUoIQoj1qbL9GSvmb77vqKO/OICllkYvm8kJM41byhldmlmodUy5vtkpK2bFUK+EfbOAIIRqjovx7BmKVdRuMBSZRfC+VG6jjtJEUbIE0t3UD8CYQkZ6eTt3YqkyY9Az33De6qKKpQA+XU1tbzDYGDSHEFuCglLJIEh4hRDoqOHQvcNjlihTde/Y8P9QZamvSrBlDh91I/SA4Tw4dzzLSsoxiBSALAU1iIgoNQHt83FheeH4yT0ycxCNj8khNPO20UaqkPUKIIUKIL46nZmb16NYlPDw8nAW/Lw6qbIbbkJLieZl0TeC0a6YIoBFWGLyGZVK0gGweWJYkU1mixfWEZQL3xkY5phazXJEQQniBPr6sntNGmttyo57pfPj6y8+5Y/jN7D2UmCct/9CRRK649EJ27djGhMmvcs2wW4Kqq5rLIfUirMqRI24lOTmJn36ck/Ndk6ZNM7Zv2+bye8WEEDFA7u3wS6SUPwfViH8IfFtxM1DGx2gp5UsAboOngKJ1ZPLDAKKctpNeICFEILK91VLKDpQBhBA9USKm/aSUK33fDUQZdu0qquDmv8nA+SdvUT0EvH4mlPmlgdtvvZGoqErBGDelDiFEPZT7N1gBosqobLS/AdMwvFF7d+8WGzes5+03X6dFkwa0aFqk+GGp4cmnnuHVN95m4hPjuWfUyLKufnzt2rW3hTidDBx8FZs2bizr+v9r0FExaaWGIdcNpXKVKowbk6NAzdwff6BN07qkpaby67KNQRs3weKe+0bnGDfvffgJAJmZWTpgE0LUEUIcJq9xA/B7iTaiAkBKmYpaSIHKSiwN+I3NEBSL8Cco9ugygZTyd1QIxQ/Cp9IupfwWNb5OLqt2FBcCtf1dmp+ywj/SwPExFg+jgvFIHDp0kB9/+I5X3ni7vJvixyvAPinlhmAOllJ6pZTfSCmvl1JeeCw18+qVazdkrtmwmcMJyVze/wpSU1OLPlEpYvjtI5j2zSw+nPoeV/4vsEhnScMnx9B87LgnpgHUr9eA7Gx3qdf7X4UQIhw1zu4r7bqGDruJ72fPzvn7iXFjaN22PYtWbzdr1Ykr8fqaNW9BapZJapbJkGuH0q59Rw4e2O9ExbvtB06V/tgupSwZEbEKBinl7fikKoQQl5dCFf6s19dQHEQ3SSm/K4V6CoSvvjEoFmU/a+ndwAAhRMXRofmX4h9p4KAo8l+VUuZjcSpP3HLj9cTVq88VAwaWd1PwbW30QwUvnzGSkpKY++MPPP9C+We39r/iChYuWsJvCxdw/rkd/IGipYnngSM33XLrfoAtWzadGjx+FiWLCwGvlDJQZk2J4p77RnPixHESjhwBID0tjbbtS91zDsD9997FmtUr6dHrwsJi/SqmXkfJwc9t9UFJZjYJISTwku/PEaiEi3KBlPJj1GL8ByFEuJTyOCqD9f3ibkGXFbRS/pTldfyjIIS4HhiIinmpMFizapW2bOkS3pv6SXk3xY+xqNTLEomPuO3mG4iJjeW664cWfXAZ4NzzzmPdpm3s3bOHerVj7hZCuEqxujzPW3p6Orpe4ViW/03oT/5tmlJBZlYWQgg++1Q5gzMzM6lWvUZZVE2rVucw5aXX+GHu/G2FHPZTIb/9GzAL5cU5CpTIfmABqfbNSuLcZ4AnUVmvXwghLkWJmNakHA2v/wL+cQYOMBKVgbRPCLFLCPGsEKJaSZ3ck+2mX9/eLYQQg4QQ9wghnhZCfCKE+FkIsUcIsVgIsVQIsVoIsVEIsTM2Ouql3j27hHXoeC6du3QpqaacKe4GppUEW+q+ffv45ed5vPnWeyXQrJJDXFwc23btRUopgL3iNJS9i4Ivm8VBrj3zO++6m+TkJB4afX9JV3cWCp2BtaVZQXp6OtddM4jWzVVMmdernEXubDc1Ykr8MQqIW4ffwYg77/L/GXDg8MWq/GuhiBBlNiql+oXFfyyqXAKnbXDK3/cB5fqy+sbh4aityAdRc9gAVKJMhYNiMy69T1nhH7UMFUK0QTFCVkY9xGNQtOePCiGSgY2oFMCVr77+Zr3WbdqCEBw+dIgj8fEkJBwh/vBh4o/Ek5SYyPFjx0hLTyMrMxOP14tpGKBWE7+jHkS371MD5Q2xo0j0QBFJrQPcTZs1q9u9R6/uDz4ytuA80pK5/kYo1+YGYImUcm8Bx/UColE8PmeMW24cSoOGjbikX7+iDy5jVKpUiV37Dr1RrbJrILBDCNFWSrmzBKt4DFgopTTdPgai+vXr88nnXzHsumto1qw5tw6/vQSrOwvUu/1uaZw4MzOT8WMe5qMP36dS5cp8/tU3jBh+M9V9rMlej4eaNWuVRtUFYt7cOZEEnuhKK/i2wkFKuUkI8fJNN1w/cvuufej6Ge3crENx3dxZkbLPpJQe4Orybsd/Cf8YA8e3V/kdMMIn/rYG38MihKiF8lh0Ba4XQox64L57QpTvQmK323GEhBDqdOJyRVK5ShViY2Np374DderWpW5cPerUrkNsrdoytmYt4XA4XgIedzm1TN/5TwDPSimf8xkPT6BcjFHntD9v/JvT5o3ShLBrjtDiXlYk8Eia2xrpcmpF6lyFh4c/l5GRMTAkJERmZ2cL3z5zForpeB/KBfo38DDwt2+vF7dBPxSnxhrgbqctaPd/2vJlfzn+WrqEX4NMiTYtSUSITQ+xadbxDK9mWsE5kFwhNisj29QcupB2W9G8L6oui4xs07I0x9Cdh4/9r1HNKu8AG4UQXaWUqwJekNuyobyAY1Hbd0+7nFpAOnohRB1UFtpVSelGAwH3IAhbs2IZD9x7N46QEHLJcOSDVAzOMjE1WzjtuhkVZte1IGk8fava4gj1YKl77dfrCdo7q+vCjLLZ9SyvKT1GcLpMuXAi2APdBqGo+z4c5RF7w2nLq50mhAhFsQtPL2Y7Tq3LBoyy6cJuSaxVK1Zq4x57mCWL/8DlimT8hEncP/phAG69aRiRUUrY07IsbKEuy2NYuk0PLuNDSsneE5lyzrYjokGVMLNrvaq6XYMd27eRmZlJzZq1qBETg5SS2d/OIDExkabNmtGj54UA7rS0NL9m118o7in/PvcXZ3IP/oGY5HA4bvhw6nuVh4+4sziLRROVJu5/lu4E6qM4hICc+eNmlKQHQG8p5cISaPO/DqKMM51KE/8YHhwhRFfgLSllgZoxa/enVULRt9+ISg0UAoQr1GbWiHLmY2b1w5IS05R+Fl4Nxe+RiXpRZkaG6hnAcCllzoBzfs++tRIOHVi0d9e2hrXiGjB+yju0aNMBV4jNrF0lVHfYCp1fLFSWiEB5iDyotPcPXE4tHwtsmtuyA3cP6H/J8ydOnNB+X7xMWIaRsWbtmq333DVi9ob162qj9pjrozw3YUDXLK88itLaORc1aXhQg8Ak4CWnrWiBQofDkdS+Q0fn74uXSihYGsGSkmyvZfpp6aWUlgQtw21YqVmGVtBT5rRrVA53SE1g+QYhS4AIsWvCpge+h5aUZHlM02NYOiclCtzAV/Wqu+p6PJ6eQI9TybTS3FYP4EOURy4c1ccZwB3ALJfzZDN9FtZKIUSNo6meT1Fubvuzk56wvTzlWbr37CWnz5wtIl2BQ3/cXpP4427LY1hI9UyZAvSoMJsMD7EVZsCZqH56NyxE/10T4g2UxzK8oAJSPb+mPCn54OfCKdTQEQI/b4sphNCllJYpJZnZZlGGaRbq3t0FTM/Nhh0IPqbpAajJOwL1fGbgi7tw2k6mQQshrgI+l1KeNqW926AX8GG2213t+ecnh0999x0SE4/SpGkzxj3xZL4kgKqRTr78ZhbnXtDbql89XPviu9+sc9p10FR7MG2a0Avqr2NZHv4+eNzK8JiYUmqa7/iQA+vlvTcMzCnU68LenN+1G89MmsDgq4cwb+4cZsyek92la7e3gCciQ/UeqPFmD+q+Auj/Ne2iiIiIC51O5+f7Dx91aZpmpwAOo1zIQG1n3ua0KSFLIcStqMVLP6AH8EgBZcOllGcmK/8vRM0m58hbX/u2VOt46tImZ3lwTsFlKIr2fFi7P01buz/tNpQX4yYUo7AGSs0wNctgZ0I6x9I9eUJSpJQYpmWaim1XcPJ+hKEMhY+Bv2x2ewpKF4rF24+LxduPD3z+vWlrPvlxaexX81cTWakyd1zdlxFXXcSWHbvElvg04lPclpXfePQbL37jBtSWWCQq4n9jmtvqnLtAmtu6EEXl/mRGeobucrkEgGazhXfo2KntkuWrx6ZmmVmpWWZ/KWWclDI8yysjsrxyAIoGvjsnJ0eH79rGAbvcBhcXdsOFEM96vV7XwYMHagL3oGjQ86QsSSnJ9ppWZraJaUmRq6ymCUG40yZjKjkJdeR1Ods0QTWXw6wSocjRcmUTaBKE22vJrGzDtE7pL7fXlCmZXjxGzrjvv5ehwPV7j6ad17hpsw3AH0KION89rJ3mtr4D5qK2P/z3IwyoBnwKLElzW819bY8C9uq6rcXCP1eEAvcahhE68PK+tldemMyLr73NjO9/lpo9lGyvmUeOyMesau5LzCTbsIQ8+UzpEjiRaciElGwrV/tzIwO1VdEuOsJ2f5hdfAc0RBmkmZyimO1/fg1TIvM+U7lvdr6HUAA2XVi6JqRQ6r6677o1XQjhctoIc+hmgCndL/XxBkrqY1oQxk0z4E/gM5TYoT/9LBxlkP/oNvjebeBXd72Y0wwwdhvUPZaaOeebb6bNvejCHvWqVooIf/WlF7j4kkvZe/AIa9ZvkgMHDsqzgFDyGRaGHk6aW4nAVqpcWTv5O8JrSgzTytPP2YbJsgPHzIW7E0nNNoQppQZgSXSPKUkMryk79L5cfv3Dr7hcLn5buIBnJk2gR88LmfrhpxnPvfjKpn59L/REhuoPuZxampRyDmrL/SKgEdDrv2bcAGRkZGxPTk6OfXzcmI7A1/j09AIcmgkkoOQ1uvmNGx/8/TeXwMbNdt+/JU5Q+W/BvyUG55/kwVkLjJJS/pn7+7X7085FpeDVpRAPA4AAy6YLEVvJKUJsmmVJNIp251tN6tcW7Tp03PjUm5/fmpFtvgq05pQV9Zb1q3jq4Ts5uHcX53brzeNT3jErV6mq1akaKqJC7X6W2KJYZv1bTnNQqclPovRpwgDO79SWhg0b8fnXM04tl4UyPO6x6cIrhHjTV6aoPTP/hDrCaWNP7h+EEDVQRGsPSilfAXAbVEKlnd8EhBimpWV7LSlPer4KhCWl9Mk3aGEO3Qx32nQBlhCi0HsPaHZdWJpAy/SYvl2YwuvasG5N1sU9Ooc+9/IbQ++8484GwKOo7Z7CtnwsIPv9d9/+9aEH7ukdHV3NtnjFOm+VKlXDExKO0KfbeaSlpvL9vIW0btsudzlTKEkFkeY2ZWJatpAyqH4WoQ7drBRm13VNZKK0z24HfoiOsOV7Kd0GsSg+j35SyjAplTFF0c+Uvz4L0HVNmEKgA7IwN5JPG0zP8pgyW21bZQDLgRGxUY4iY5zcBpHAU6iYsRAK7zO/qObzYQ7tSinlASll/9wHCCHsqPc7AtWPGhAD9NB1/bwqVaqcn+V2R6enpWG322nWrDmPPjaegYMG56nIZzRolsR0e0z9WLrHalozQvv+91XUb9iEVrUjWLb5MBGR+RJxLEBoArH7eIbceDRNmJY0ZRH9rGtCOFMOm/LQFv3zj963+v9vQMboh8dcD8yJDNW3o0Qgd6O223sC50gpWxZyzn8thBBO1NZkf6C+lHKv26A9yuvaCDXmelFe6BeAZ5028m0v+7buA2EJ8AtqW/VVoFVFI4qtCKjZ5Bx52+ul68GZdEnZeHD+EQaOEKI2KnCshpQyZ89+7f601qhBN4Ri0MzXiAwhPEQvanIFYOfOHXRo3Zz5vy9xh8Q0CylqMv/r9194fty9HD+WxGWDrmfyC69SO9pV6GQSAB7UIG6Qa1Ju3bwR3XtdyBsFZDNpAo+mvCHFid0w5vzwnXHVwAEnUJo3iwGEEH8AdaSU9U8t4DZo6TWtGdleqynFuO8+95mgaMPm1HKWYUmNk/pdheLyi7qTlZHBkr/XmLomvL6Bs1Bs3LCem2+4ju3btnLRxf3kJ1/NkDabTVu+bCmD+l9MrVp1mP/HMiLzT3wAnMj0kOE2iyvJYGoCrWbl0EnAs9ERtiIJfdwGXUxLzrQsWYPi1WXZdKG2yorBvSGltLINKyPLYw6JjXLMDbac22Al0BIfkVswyHa7s6pEhTstZcb6+zrQc+IftCwgJa5ePVuHDh3DO5/fVb/4kktp0rRpkXV5DdM8kOzWJchWtSPEnxv24whxcm6T6qzfn1qghtz6hBT2nsiUlgz+3gsww+y65lnx3edjHh7dzDTNcwGEEPejttQNlHd6EbDovzrpCiEOArVQXqxkKeUayNniHAq8jIoxvNNpK5gEMoCBMx91bzsBOeJxvuzLszgFNZucI29/o3QNnIkXl42B808JMr4U+Dm3ceNDVZQ6bNCDKIBaxQY3yA/sfymt27SlTbuOzm1H0qWUhXsPzu/Zl1l/bmHm5+/z3ktP0nL6p9StGycaN2lGdHRVasTEMPyOUcTFFcqS6g+wy2OoZGVlUbVq1aLKFdditY155CFdCBEmpVwkhPgR5Sm4AJWumw9OG5vS3dZzqK2KAmNDToXPyCvS23Mq/DEsBKGxdCT+MGtW/s3MOfN97tCijZvnJz/F009OoG279qxev5Xa9RoAaF9/8Qn3jrydi/tdzsdffFOYcCqmRVGr+UDQLUl2dITtiWALOG0sTXPLdyi+KrEvpqR4xGJCCM1p1+dWCtWDNm58qEEx38uZM2eE+iani1AeyWwg2fdJL4jywG2wDDivOHVJhI5AGl5DADhDw0hMUDtjhfWz2zANSxZv3JSgZ3hN97gH778b2COEaCCl3C2lfFkI8S7K9g8Y6P4fgz99bT5wTAhxlZRyodOGRG1xflZw0TyYwMn340/U81SH8ufCOYsyxj8lBqcOUBgZVqkgPT2dvXv38PnXxRceGzR0OD+tVIsMZ2goJ04cZ9Wqlbz5+mvcN+pOtmzezLFjx4olNZDlzqKaL521pLB92zZ27twpel3Y5yJUUF4nlBs3QUr5d4lWVgZ49IFR1KxVm85duwV1/JNPjOPpJyfwyutvs2jJ39RvqHhRDh04wH13jeCOUffx6VczC530/kmwLIsN69fz1huvM/6xMXg8RcaZlxlmTP+auHr1sqSUC6WUS6WUq6SUe6WUaSXB5xQIhqKGoFOT6oy4/go0rfSIZX3ZnxOBxX4yOill5lnjJgd1UAkRIaj7dMdpnufrXP+/wPfvWeMmSAj+PVpU/xQPTmOUi7FMsX/vXoQQxMXFke3Nl9xUJLZvXocQgmUr12GzqVt9xeUXs+j3BZzX4Zyc43yBnggh0HUdm82G3eHAGeIkNCyMhg0bU69+fVJTUkqcZXX0A/fSoH4D+eO8X3Y6bRwDYoQQjwBPCyFWAN3/SQPwgl/m0aZdB7Zu3ki7Nq0LPfbxxx7l1Zdf4O33P+K664fl+e3Kyy+iYaPGTHz6udJsbqnhxIkTzJs7hzWrV7J16xb27N5N4tEEMjIyEEIQHhGB1+Nl1swZrN24Jef5LE+sXPE3/S7/X0pZ1ul0KifTpClvMuOrj7HZi5WZX2xIKV8VQgwHUoQQiaht9xI13nzxcw8DUaiYJdcpnwhgqpRyXEnWe6aQUh4EDgIIIZYBrwohBksp8wUdFnGebUVEBKzl388QfRb8AwwcIUQrVGbFXUUdW9Ko7uOu+PKLz9izew+bduwmOTGBuIZNGfnwxCLL//jN51SrEZNn8vhujuKdevSh+5k9ayYr127myJF40tPSSM9IJz01lcTERI4dSyY5KYnExKOsXrWS7du3AFC5cpUSu77MzEx+W/ArUz/8JM/Wn4/vZyYqAPmIEKKnfz+8ouOm4Xcy9/tZXNilI+ER4XrPXr2ZPOXlfFuCCUeO8OrLL/DWux/kM27eeOUF9u/by9otu8uy6cWGZVmsWbWKP/9cxJrVq9ixfTuHDx0kJeVEjmfC4QjhnHNa06XrBXQ+/3x69epNo8aNATh69CjnNG9ChzatWLVuY7kaOR6Ph8TERIaPuONoWdet6zZia9fl89kLyqrKoShOqkWl5JnqjgpYfgdIRwWw5/4I4E8hxG7g4wqareV/Yb8RQlSVUham1xUI0cACIDetyFCUV+gCoC2Kk+ksAuBfQoNT8Q0clFDaK6fxgJ8xqlSpQnh4OPeNupOwsDBCwiJEQvxBEg4fDMrAWfXXIjp06hwwMDY9PQ2H3UFERASNGjUOqj2RoTrNW5RcgsWEx8cRHh7OkOuuzzfASSl3+qQPfkbxwdwvpXytxCovJUya/CKTJr9Ieno6n059y/r0w6la6+YNadGyFS+/+laOlMZ994ykZq1aXD/sxjzlU1NTeebJx8Wo+x4kJrZgEr+yhI/IsifQEWgZValSJ092NllZWWiaRkSEixoxNWjUqAmXXnY5nc/vQpeu3Rhx601s376V3/5cBoBNV15CP6pXr866TVtp3aIJndq1ZtW6jeW2FTfjm+k4HA46dOhY5jLtdoeDwwf3l2WVO1DxRTeU0vljgaVSyvcLOsCnh/QaMEoIMVpK+VspteW0IKX8BhW2l4HKmCqWTpWUMhloe0rA8ecl2MSz+AegQgcW+IJSL0XFhJQ5NE0jPimVo8fT2bY3nnHPvyWlZTFuyjtBlY8/uJ8rr7o24N5Ws+YtSUpKCrotqalKkqZWrZKjkf/kow+48eZbC/xdSmlKKfug5ApeFkJ8X8xssHJDREQEox96VG7ctptFS/4mNDSMi/t0p22rJsz/ZR7zf57Hvfc/mK/czUOHEFWpEmMff7JM2yuECBVC9BVCTBRCzBZCbBZCnBBCmCi3/VRUKnFky5atdk956TU2bN3NiQwvBxOOsWrdFqbN/I5xj0+kz0UXExYWRtPmzTl6NKHQemNiYli3cSsHDx6gU/s2xYoJK0l8O+MbGjZsVC51h4aGEn/oQFlWGYLKlCz+vndwqAkcLuwAH9P3BShG6Q+FEKWbNnMa8I01YcDgoo4tBryA82wGVSEQoJXyp6xQ0T04PVEcL8vLuR0APPXwSNG6Q2caNWtV5LEbVi3Hskz6XHxZwN+vHHQVYx95ELfbnRMHUBh279qJpmkltsKe8c100tPTmfDkU0UeK6Wc7Esbnw/sF0J0Tkzzlkg7ygJt27Vn4R9L2btnD6NGDmfwgMux2WzcfkfeXc/ly/5i4YL5fDvnF6kFq6lQTCQdTeCvxQtYu2IZO7Zu4vDBfSHJiUezURlwBoqj4zBKb+xD4A9glY+XBoA0t/UE0L6outq1a09aatFajbE1a7J6/SbandOCczu05e9Va8vck7Nyxd8MHHxVmdbpR2h4BIkJR8qsPinlMSHEz8DPPg/DIL+sSgmhMtBXCGGhtmnW5H5+crVDAtOFEAeApUIIu5SyIr3YfheqSwhxrZTyq9M4hxPF5h6N2p7aj5pXKoxG1VmUHiq6gTMCeK+QfeoTFE3lnQ+mJXUpZbG4WGZ/O9175NAB+5tfzg2Ki2Xe7K+oVqMmFkJKKT1CiDzaKrVq1cbhcDB3zg+BBnYD1Tc5qdH79u3FXnQAZND7+U8+MZ6evS4kLCzM8pXLLvTEUi4VQtRExeXsGX3PnS+8+NrbxTUCcnhwKJ73sNi6TABSkqef69Wvz5yffiXhyBH279+XbxIfOeIW2nfoRNduPYSUsljcRbqPPI9Tng3DMPjq43f5c+E8Nq5dRWZGOiEhTqpEV6NW3XrWRZdd6f7643evB37zZdkUCrdBO00Tt1qWLPIennve+Xg8HgzDQNd1C4RW0HNfp05d1mzYTLtzWtCpXWuWr1rrj8mxgL5ug565JRUKQlK6oQE3hjr0GE0Ex7ljGAZHjyZww403WZYlW6e55QDgu9zSGQXUJYABTrvWWtdEsd5ngTSlVH1WuXJVEawHJ0TXbAKKy3dkOXTNselQxmjgtZa1wr3AK6gUZoBT6S/OFA8CvX2fT4CavoSBDJTnKNv3r///vVEafxXJuEFKecjXp9+isqqKZeC4DapmeeXzi/9YdFnf3j2roowboGiJmv86RLEe74qLCrtF5csEuBhFox8Qbeu61qBSm/egXt7CzwmWrgmpKX4U/9dF+eQlkPXA3SPN6jViFkXXiF0fTF2rlv0hm7Vul30kxX0TaovHP7jkICa2Jgvmzzu1aCZqddETxbyZAbBv7x5CCvb0mACWj91WSkmgFZsfO3fsYOfOHTz3wsuZKO9Ye6et6GuSUqb4WFY//PSjqY/2PL/DH0Cir81FwRIgbRpoIscQK8ogM4EsTTEz9wf2EsS999dFAf1cIyaGTufmpU2ZMf1ruWvnTl5571Nzf3IW2YYlfUZEUTABqkY4qBxmkwKwLMv6YuqbDOpzLuc1jualSWPYuHYlt9w1mkXr97Ns+1HmLt2U+f7XP/74yMQpzaSUs4sybtwGVd0GHwJLNEFt7eQIVGA/V6teHU3TWL92rZQSmaXkNApcL9SpU5d1G7eyf/8+OrVrnROojPIInCqpkA9J6UYnFCHna1ke02aYOc+i9Hg8/PjD94waeQdNGsQxoH8/vpk2DcMw2Lt3jyWl5Jw27aRpyVBUrMTiNLdVYGpvUrrRDFgMfOb2WqFeU11XUQGzUgFLQlSojiaQNWvXkUfiDxVWzL9dS+MqETSoFCZ9/r0inw9NQI3wENmrXrSGmqR3bDqU0RvFXnwCtV2SVtg5igtfWv1sKeXdvve1Ocqg+gyYBfyKeu83oSb9t4APSrINJYgXUTpmjYUQDYMp4DbQ3UaOrtd13br3yCEPy/LKjhUt3ugsSg8V2YMzAphZ1MDftq7rt7X705oAo1DU8Dbye3VMAXrlcDuVwuz+hbnfuMvNmnoq0oE9F3Y//6e0tNQH0tJS+/u+G4oK0AshvxyCYVmWN/7AfmdWRsbQro0rzwBIc1ufo+jB+6PcpqJVq3NYvTpH9DoDZSzc6nJqC31legKXA++tX7cuukqVqqf216ntFlKCYUo0TaAp+yGfJ2L0/feYderUpVWrVsOAWT4iraAhpbxDCDF/08b1X1WPdGxft23v3NjYmqNQXpZT22gCui4QPs0pdNAtKTHMnKk20L3PAFYCt0dH2LYDxKd4/P08iQL6GdAdusCua0H3s2lJa/R9d2u9L70CGV5dz/SY7EnM1KJCbbJGlBMhMLX8nggL0DSBsGkqeHfPlvXakxPHs3jRb5qm6XTs0o0HHnua+XNns3jhPG69a7T/uo4Ct7at6ypyoHUb6CjX+mTU/Q1RdAICTUqfQZtzfXmuTUpphodH6IsX/yFatm2vA7i9lq5rghCbJoVAnur1qFW7Nus3baN1y6Z0aNOK5avWar4t1DDgEmCb22Ay8LzTpnTJktKN6iiW2SsB54F9+8SAy3oTFh6hIyWHDh4QaWlp2Gw2qlatSkJCAiHOEG69eRg33XAdfS7qKwAsn1ArijyyM7AmzW29D4xzObVUX11+CYjhvvuhA3gMS/eaEGLTpK4FlqGQUlqmJcn0mMK0pK7rGlFhQqtVq5Zcv3oFBCCT9Es7eE0pvKayZxpUDtdqupxsTU6XyVkeAumSagLLadNF+9goER0Wkvu6woHvNx5MX9SqdkQlYAZqTCg1SCmPoHSZ/om4P9f/BwJTCjvYbXABamu3JrlISG+97XZ8unaL3QYzgAecNoIPgvwPQfHglHcrSgYV0oPjG5zuRRkRRaJtXZfRtq7rFZSQ4gxyCbQJINyhU7dqKJXDHVqAcU/3HebX68FX/gQwaszDD7RdueLvkcD7Usq0bk0qy25NKn+GSmN833esfxWdAfwx+pbBd0ppWceTE3MYAl1O7YjLqV2DcgdvAzK69ejJvr17/OXGA038xo2vjHQ5tR+A+r/+Mi+1dZs2JipIDk5O2P5ryAPLkrpPhDH3kt3Idruz5s//RUtJOXGH08a3xTVu/JBSzgQaSimrtG4Sd+cN1w66FrXf7/ewSFAvikMX2E4aHKjvBXZdaLaTrE/+e5gJHEFp9PTyGzcAsVEOb2yU42VUP8/kZD9LAF0ThDl0HKqyU5ucu59N3z0yDcti4lPPiNS0VB566vU8BVKyDLEzIZ0TGV4snyfCf20CpEMXeLPd2vixDxNXqxoX9jifQwcP8Oob77AvIYV3P58lL+h1kXXPIxM4lpzEhjUrslBCp02CNG66AVuB51DcJXkMOiEENl3Tbbrw329l0UppSWX8iOjq1Vm/fm2e8/oneY9hiVO8fRYgY2vWZP2mbSQnJ9GkQRxHj+ZkbttRBv0jwO4sr7wiKd24H+WNGASEnjhxQvTo0h7TtGjYqDGNmjTlwUfHsXbzLpma6WH0Q4+YERERrN+0zUzJyJZTP/qUxX8sEgCJR/NkiOuohcBtwL7ULPPGpHTjRpSg7m2+304xRpQB5/ZaQjmq1HVJKU3Lp5Ke5jbyKKULIYiOrio8nmwctpxnxn8fpWlJmeUx8ZpWnrHSadNpWyNKbx8TRahNk5pQY4cAUxeCltVcok+DaiI6LOAOehjQp36jJrJ6jdhOmw5lFKUZ919Gd98HlOZgQLgNaroNZqISUhpzCsP68mV/8dEH75ORkRGKCtbf4za4221U6EX+WZwhKnLn6qiJLmi0res6Cgxduz+tkyaYpWuiZjVXiAh16MHQk/onP1DbYo+4nFrKm6+/+hzqPt2d++BuTSqnAvcu3n78bZShUxe4s1uTynNX/fX7TGBXoL0Al1P7K81ttQJu7Xf5Fc+NeXh0pRUrlje9sNv5BfrII0N1O1A5LTV1EHAf6oUXBBEHYJpSEwJ0NTyvbNakwRppWcNOnDhxxkq6UsoDvhTmOT/N+f7bai772MQ074vANwJcNl2IAJ4PAIbfPIxuPXpxw023oAkwLCksiURN5s8XpssUG+U4KoSYa7fbL4pwRYbUqFFDq1M3jqZNm+n16zdQab+HDhJVqRK169QlLq4e9eo3oFKlSuC7b6YlOZbuYV9iKm+/9Iy48rrbcIaF5avLkpCQmq0fz/RSu7KTELuOXRMiPv6QPuqO2/lt4XwiIiIYct1Qxo6fSJUqJ3mKwkJsIjXLixDViK1ZO/XWqy9d78nOfiWYe+s26IAarIuMQFeGDpry3llYEgw1iWtxcfXZuSMwCbjySpiE2DRses7CQoAKPN6+ez/ndmhL88b1WbRkOa1a5QTXhwFhHsP6BmUUhYDisul2bhtcrkhWbth+Kq+OyMg22bx5i1alalUs1d9i8NXX0veSyxj7yANUznXvciEUCDUl/pTnImOxTEuSmW0Kuy6Ew6aR7bXIKoSo0xkaimWZRDhtumFK0twGpinxGJYwpSx07KjsdNC1dhVxIDWL3ScyqREewjk1ogixFbkGtl899Fa2bt4QfTQhflqr2o2vKC225n8y5EltvO0obbOCCF/XoogNHYF+7NW7Dxs3biA0NBTU8xqC8orWJrDi+H8a/xYPToUU2xRCnIPaJ4453Zc+zW2NRW1lFNdL5QbquJxakhAiHDgOPCalLNQ1mhtCiBTgZSnlhCCO9QIDpJQ/FnLMIpRR40jNMruhgu6igm2PDynA9ZGh+mfAl1LKUcUsXyiEEPeh9ssXJp3IOOIIcQ4F2L1rF5ddfCFXX3sd45+YhM1mY9++fZzTrAFCCK6+5lre/yhHYsbrcmoBB6gA9e0CUi7r/79UXbd137d3jzhyJJ6M9HQsSxIaGorX6yU7243X681Jf9Y0Dbvdjs3uIMQZiifbTXpaGm06dsbhdFK3fiMqValGlejqRFePoWadesTUqkuI00mVcDsxLptxx/CbbTO/mUadunE8PXkKVwwYWFRzU9u3bv7Zzh3bh0gpo4O5PrdBX5SycrH6OTPbMC150rPx+NiH+Hb612zcWXAQrRAQ5tADbutYlsWlfXuzdMmfzJz1PX0vuTTntyyPaZq+bSXLsujaqTVJR4+yatPOAkVJB/3vErIy0lmwaGlxLgvDJ/ZVXPi3lQrDB+++yXNPTWD7gUQA0t0GxzO8QWmf5UaoQ5eBXIcFITHhCL065KTGd5BSri5Off8lCCHWoMj5/gCSgOdkLikZt5EjUBwQv87/hf79Lmbx0r/p2KlT7p8+ddq4saBy/0XUbnqOvOed2aVaxyMXNvpPi20+CLxZAVY0nwIpxTRuBqK2E4ItcwilcBvQwPFNOn5hpUrBtiMQ7h55+3moCbPEVyxSyleEEIuB3xrUrWn/7c9lNG7chCFXD8DjyeadN1/n7Tde446Rd3Ng/z5q1qzFW+99wNUDr2DN6lUsXFywUvep8N2TekCfr6bPuoCTLuwCYVkWiUePsn//Pg7s38+qLbtITkxg/+6dZGVmsH7lX5imwb6d23G7M/FkZ+P1erBME/9jKDQNpLSFh0fw6ZfTgzFsctCkabONO3dsD+4CSxDtO57LB++9fdrlNU3j519/Y8TwW7jyist5+dU3uP2OO/Md169Pdw4fPMDytVsC9mNi4lFuvv5q1qxaweX/G3Da7SkNuFyRmEZJJzIVjWo1YnL/WXIU5f9O3ITa3l+DIrz8UQgxSko5LZjC9erVB+DQoYOnGjhnEQD/ELqzIlHhDBxfKnJ/ylkcTQgRh4reH1TMos8AC6SUwWT7gGI1LYxY523UtsFhKWVimvv0idi+nTH9RmBxMdpWLEgpVwkhYqOjo/d1bNPC2ax5C7Zv3crq9VupV78+z0x6gtdffZmsrCxGPzyGC3tfxIatO+nR5VyaNqhDdLVqtn1793iAsVLKFwqp6gbAlFL+lua2LijkuBxomkaNmJicDKqGB1LIbT4PuagDrdp1Ytzz+UkcPR4PJ44lYqQfp4bLbrRp195WXFmDu+6+b83cOd/bhRAhUspCU/JLEl0v6IEnOxvDMM5IiuHd9z+kQYOG3HfPXezZs5tnnztpv9943WDWr1vDH3+tLpD9OSM9nR3btnLzbXcQHlaxQk5crkhMs+wNHCklLc5pyz2PPLFxxPUDfi3zBvyDIKVch8rQA/jNxyO0SAjxg5SyyCxO0zSJiYnhigFXlmo7z6JioSIGGT+I0kcpc02aUzAN2CGlnB1sASFEC8Cf6RMsDgLVCjhfPVS2iIVK8Txt7N2zR6SlpdVFBW+XGqSUGWs3bf9pzjw1Xo8cdS8NGjZE0zTGPTGJiU89i67rPDJG6fzFxtZk84699O5zEY0aN5bA68BzQoi/hBD5ZkKffMR7lDDteuKRw5zb9cKAvzkcDqrH1KJVm3a069DptAyFbt17ZKKCm8t0+ehPFV+18syF4R8Z8xgfffoFr73yElcPUhPF2IfvZ96PPzDrx/k0atK0wLJ16sZx7Fgy+/btZemSxWRnl5mNVyRcUZGYZczgvGjBPK7ppxyzbTucVyoLjn8zpJTrgb8IcgG6dMmf9LqwT+k26l8CfxbVWSbjEoYQIhK4EWhXnu3o3aNrO+BcoEMxi74FbJNSbi/yyJPIpOC94zlAPCrl8elitiUPHnnwvtDQ0NDEzMzMdUUffebo1r0ny1etJzMz7+JqynPPcOWgq/KwN9tsNj7/egaA6XJqo4UQ76P22hOFEH2llEshZ2vqb2CPlLJY2jSFIT09Fa8nm/N79S2pUxZYFSr9+c+iDixJuFyRLFv6J+d17nLG57pmyLXUqVuXSy+6kFZN4vT4w4eZ+ulXRZ5b98X5r1+7Gk0Irhl8BbN/yMcBVS6IiqpUZhIVWVmZPP7gSH796XueffV9+l52JZqmVUSxy38ClgEtgjlw8R+LuKBbkTvZZ/EvQ0Xz4NwK/CKlLFPlu1OxetWKd4BlshgK2kKIDqhYkNuLWZ2LACzCQohBKIKuAyij6bTJwAzDYP4v8+w9e/UOar+6pODxeKgTU4XaNarw6ssv8OMP35GclMQLL79eaDkp5VagBiojYl6u4NcZqFiF8woqezpYvuhX7A4HrshKJXnaQEggr7pxmaB6jRg2npIqfibo0qUrazduRdN0npnyCv8bENwu7u0j7+aSy/rz88I/2LxxY4m150wRERmJDERmUwqY8uQYTMNg0ZrdXNJ/ULmJm/5LkIqKdywUaWlp/DxvLhddfEkZNOlfAKESD0rzU2QThPhQCHFUCLEx13cThBCHhBBrfZ9+RZ2nwnhwfIRjo4DryrMdI2672W6aZhwQeL+iYHwDLPGnNRYDdVETXw58LM6fobKlBlL8OKA8eOH5Z7HZbHzyxbQyXTI/P/lpbDYbg6+5hiefGI9heOnR68I8qdQFwSeVcD6KrfY3IcR4FJFcr2AkDYqDOTM+o0bNAgl6SxL7UBwdZYq4+vXZtXNHiZ6zfv36rN+6OyeLKhh07HQeX33xKZs3bqBJ03INscsDV4SLYqicnDbSUlOYNe0zfl+1k8ioSqVe338ANVEe7kJx8w3XM/iqa6hTp0ze8bMoGXwMvEF+JYOXi4jPzIOKtHzog0plzgkWiE/xhMWneJ6JT/Ekx6d4HotP8QSlO7U32d3uWIZnxIlMT1BpoqCybK647GI5/esv9BdffWNuapZ5LJhySelG49tG3LVb1/X638yeW7hrwof4FI8Wn+K5OT7FkxAREdE5MjJqrf83IUQDVODxflTMRqI/Digp3aiZbViPZRtWpF+SoShIKXn3rTfod8VVMilTjtl0KKNuMG3cm+yusjfZ/f7eZHfi3mT3iL3J7qAmsvgUT6/0bOPy2d9/Z738wnNcN/RGXnntbeKTUnhkzDje/6BA5Q0vqv9zt30VKmalO/ADsFBKmcOD4TZob9PF7TZdFEsaWBNYbetGUadKqJWecozVfy3mrkcLFx0NsWvEVnJKu12zFTPBQAKRwOMREa49QJFy8Gluq7bXsMZ6DSvSCrKf/XA6dN1p16zcTWzR4hziDxcsReDQNZO8PFBBIcSu6U6HJoO9H/XqN+C3X39h8+ZNNGzUqHgWhaJTKJZWkl0XVlSYHaddL3QQiHCdzPqypMSmC1klwq7b9eAuzJKSbUkZ8uM1h8SCXUmW2wjMubN5wxoiIly4fMaNrgliokLMetXC2rkNBrqNf4kAUNlhJXCvb8xMpYDnIz09nYsvDbjYz0Kxip/FKdCEKNVPUZBS/gEENQcXeh1neoISxF3Au1JKGZ/iEfEpnsGoFe+9qG2JscDu+BRPgW6pvcnuqnuT3R8BSyTUMSUi1W2Q5vaaViGThNvtpnOHNvy19E+xaMnfDL/9zj7AvjS3dX2a2wrYG0npRkRSuvHCzh3b13009Z36E5+ZQs/eF32UlG7MS0o36hdUV3yKx6/X8/qhAweqp6enh/y8ePnN8SmeUa+/+7ENZeDtRsX/DAbGJ6UbIUnpxliU4dMNEIYlpdeUVmHX5TUtvv1hnnnsWDIPjHtaWJJzga2bDmVM2HQoIyCB3N5kt7432X0HSvdpKEqF90Vg495k9/mFXFfd+BTPHGDOuIfvr3TjkEHalVddy7MvvmZKKXE4HIwdP4EaMTGBimei4o3anvqDlHITilU6ChgG4DaIdht8goplqQUIXRfomiiYzQ3lGrXpQmqawKZrVI8MkRPuHkZ09ep07XVxwDKagDpVQs1WtSL9PCfompBF1eWDX8gUoP/Tk6fcYLPZqqe5rYDGYprbCklzW+NQTNddUISE0jQVM3EwdfnaR1iIjl0XFkCnzp1JOZHf6WXThQwP0bHpwp8WmpvNuzCYOXUJIRV7tFbk/dA03Q2w6Pffnt61c2cywemKuYEUXTACJVmR4vuuQPiuXzpsGpoQOO2ajAqzY9cDD3f+eLC0jEzTa0qEENKma1QKt8uoMJtZWFDk0QwP3209aq04nCLdhsX25Ez52drDbExIk6e+m9s2b+SiywagaxqVwu1W3ehQwkJ0oWvCiVqpLnEbNA/inpwFIKWcjiLC3NWnV/eRKKqNTFBGzVWDBvDYmEfYtHEDtWrVzl00G/XsjfV9zqLsES2EWJnrE2xoxyghxHrfFlblog6uEAaOEKIbanL7LD7F0xIVHf8xanL108uGoVyS0+NTPAvjUzw5DFm+Sfku1KR8LYr9NIeV1WNKjmd6yfIY+ah14g8fMls0rsfRowms2biN1m3a4itfGXgXWJXmttr6j09KN0RSunEtsM+yjJED+vUJbXVOG0aMvNvfxt7ApqR04+mkdCOHGjc+xVM9PsXzBYqJsyUQ/ujoUcTWrEVcXP0IYPK8ud8f0zQtAhVj8iKQnpjmPQjsQr2IYZwMSBYShNeUeE3LzH1dlmLpNY+cyOa5SY/prdp0oFLlKnCSav8hYM+mQxn/23QoI2f43pvs7oIS4HsBFRvkN4LCUWn7v+5Ndk/fm+zOsVLiUzzO+BTPBGBLenr6xX26dgz79MP3eGvqZ7zy1vsYliTDY+IxzEC0RhnATuASl1Mb6HJqBbkZPgM2ZHllotvgbpSI3jVAqDgJvwGTW8wzB7omTF0TMiUlRYQ5NK1Zo/q0btFEX7N6JT/Omy9b1HJZoY68dkeVCIdsUzeK6pEhSnTKp9vkr86mC7TAho7/O8HJdyykS9cLnKZpOoAtp6a3p7mty3zX9SgB+tkwJcYp/RygLuFrnyaEwGHTZFiILrte0B2v14PbrewCzUfsp/SoBLkUvzX/OQgs4uk3fvLVZdcF4SE6Nk0EssQygB3Llv55C7Bz4a+//PnHot82AENQWwyB0nwt1Ar7AyAuMlT/KDrC9iFKIuUj3295jDEhwGnXTKddk0r2LKe/dE0IwkN06XLaLD3XClJKieHTbkhNTfV/ndPPDpsmqrochIXk9QJleU1+23vM/GVXEqkeU5hSlZGgey3Jkv3H5Vfr42V82snwuuhq1clMS6FudKisHG6Xmjj5TKHesfOAVW6D190GZc6Z9E+CEKKxEMLvHX13yZ+L3w21i1uBS4FdC3+d717+11IOHzrEnJ/m06ZtW/AJJ6Ni+Ro4bbzitBXPK/hfQBllUSVJKTvm+rwXRNPeBhqibIV41BxZKMrdwPG94K/ExNacePhE9ovACtS2RHgBRcJRWxbr41M8U/Ymuy+iEL0eH3SATK8lT2R5pW/bylqzahVtWjbRq1SpwuYde0+18v11tQWWprmtD5LTje6+9r0PVLnztptCU1JOMGtuHgoLG8qIuA/Ym5jmvSo+xXM/ufR6APHph++z4Jd5hIeH06Vdc+pGh4f//OP3rrc//FzuPZo2TQhxy51335eIiu2pVcD9EKDkBDymxGuYMi3LKw+dcJOebZJ4NIFtm9bz8BPPnlouDIgBvgQWbTuS2XVvsvsbYD7QtJB7H4YiJdy1N9n90OET2QNRk/JDq1YsD2vXNM6WlHSUJas2c8Wgq/Lce48pZabXtHxzSTYqo+gRoLnLqRUatySlvDfLK0eh+vlZCuhnIYQuhEDThLTpQgoBmiYs5aFQdkmlSpVwOBzs37+PevXrs2bDFs5p1UqEOXTRoqaLetFhZoTTRstaLqtedBg2XUPT8stN+Cd2zecV8jf11MNy/9G4SVOklOzbt68x8HOa25qZ5ra6pLmthShagtgC7r1yr/iEVM3AkuD5/Ay+iV3EVKsidd3GimVLcNo1M9Sho2knDYAizuOf2HNrn+Ur57/3IXZNhjp0yzeIZQNpKIO6+bhHR/+Eeu7SgeoupzYHpSs2GTXx+CebDJQns6PLqY1yObUc91N0hC0lOsI2EjVGrPAdi8OmWWEOHZ+ga0Cfi/DdEFeojTCHbkop8ZrSMiVSCMHRI/EF9nN4iC6jXQ5p0wUbjqZZM7cksD/F7WdXzlefKdFSsg3x/daj/LQj0fRakvq1a1jpKcex6VpBEiYaany4FdjnNrjRbZT/GF1BsRe1jT8cJcxcCZgZahdaeIj+24IFv35jmqZ85bU3sn3GTTqwGejhtDHUaTu7NfVPg5QyQUpp+gRw30dlOheKihBkfBnAyk27bkdlmBSpvYOaNEMtJTfwAMEbapol1Z757FkzuXnYtfTs1YeZ380pLJtBAKFSyusl3Iwa5LVZM6Yxa8Z0vprxfUEMvGFAmGnJL3xl8kgQXHfDzRzYt5eff/qBth068fhTz9Pn4kux2WzOp54Ye7nTGapPeOq5egTXRzpAerZFmjuHsEx/bsIjVK1WnXadCtxZCge62G1isZTSK4QoUibB7XY7tm3e4Ni+ZdMze3fv1A7u36dt3LCOPbt20qtPXz6dNruge6lJiczymoTa9R90TdzpcmpBqfm6DdoDPxPcs5GzKvbvSAghWLNmtfbqSy+ydu1qvF4vX379DQMGDspdRggBVV0Ool2OnK+CqEsHEMjc1k3ALShN03A6nfy9bClxcXFhKELLgQRQsS4AgY4pspwQQkRGRbJ65XIuubhvMJcV6LwiyLo0DSlDHTqZHnO2lNwVHWFLBpBSnhBCGCjvaAqAy6m5gUlpbusj4E0US+09wLcup1bgvlx0hG1TUrpxPjDIadc+0zVhF3nV4wtqnwC1jeUxc/R4RWRkFD/P/Z4W5wROclMGHKyOT2X9kTThM2yKvB+mlBxMcYuG1cMIbdWCDevXcvDgQWrXzreYyo1Q3+ctlDH/ZlH1/NcgpfQCcUIIF2qyG4naUn/Osqzt773zVmOb3b7u11/nHxk0+KoOqMXUJ05bUFuw/3lURCJjIUSslNIfVH4lUGQqZkUwcO4DXtI0bRJBTmA5kDgJ7EovFK+/PMWa9MQ47bbhd/Diq28EWRUh+IybQwcOMPL2m7ll+J307ltk6qEgAM+NzWbjsYlP89jEvPQ2lmXx8fvv6DcNH4GmacXqH0vKnEBRwzD49afvuO/RiUUV0wVQmHEzZ/YMnp80nkMH9mNZFpqmERLitEW4XFSuUoWmzVrw+rsf0a5DkRx2AkjN8pqTYqMcQRk3PlRBeQOK9XwIIcxVq1bqNw27jl07dxIXV4/Wbdry5tvv0/WCwATIvpW1JAgh07yVYSKLnvCioiqxbu1qrrrmWjj5XBRL84iT83TQiI2JZeP69bm3RIKFRvAGWO7GpYaH2CY5bSSf8nMl1Go6z/65y6kdRHkHg0Z0hE0CM9wGD1JM6gCpnnspff3cun1H5v0wm/sfGV9ouXSvaZiyeOOmrglNAHFx9bTGTZqycsXfRRk4foQBVYtT138NPvoM/8vwNuQsOjYbXm+Todde3fL6IXJzuTXwLE4LQoivgJ6oWJ2DwBNATyFEW9T4vBfluSsU5WrgCKVE3Q61DTOpLOp8cNRwvp32hTZ5ykvcedc9xS5vWRb9LupOw4aNmPziqyXevvffeg2v18P4CWfE68dbLz6NptsYNvz0NTXdbjfXXtGXdWtWcWGfS3jprQ9o1aY9TqdTbc1owhBCVAQjOR8sy+LJCY+LF56fTIeOnZi16UcaNS7zDO18iImNZdvWrWVeb4OGjdi5szj8k6WKhUC6EEJUAL05AEbe+xDXXXkJmZmZhAVQlS8pOOx2fpo7h3POaU2Dhg3/NZo/FQlSSlMI0RuoLuVZ46b4EGjlnNAnpbw2wNcfFPc85T05DQTmSCk98SmeUq3IMAyu6d+H9WtW8fXM781LL+1X3FUzAHfedgPHkpNYtCxoDsBi4e3XX6L/lYPPSDcI4MuP32XgkGGnTSRmGAYXnd+GtNRU5i9ZQ8PGTc6oPWWJnTt2cNGFPTh2LFkbO+5xxo57vLyblIP69RuydVvZj7mt27blr6VlSqAcDCI5hRqgvND5gu7YHQ5+njObK68uOSouyzDYtOhHej/9PWvXrMLj8fDHH4v49OOP2HMgnpjAWYVncYaQUh5EyeCcxX8Y5W3gXAmUvBvkFKSeOMGlPc8l5fhxfvpjBe1bF6ZtWTB+/H42s2ZMZ9q3c6hUqVLJNhJYvvRPEo8eZcLTz5/Reb75/AOyMjMYPe6Z0z7HHTdcw/Fjx/hzzTYqBUHMV1Ewb+5crhp0Bee0bsO6TVvMyMio0zJkSwvNmjfnj0W/lXm9Xc7vyvPPnplXsISxH6gPrC3nduQgLCycQwcPnPF5PFkZbJj7BTsW/8jxA7sQuk6H9h147c13EAJG3HYLVw4afNa4CQDfFmpD1DbmCSllVjk36T8HFbJQ3q0oGZRbhL4QIgS1b76wNOvZtWM7Xds1wbIs/lyzjUZNTo9BNSkpidtvvl4MGXojvfqUjmbRxHGPcE7rtkRXq37a58jMzGTio/cigdeem0DS0YQiy5yKBb/MZeH8n5j6xcx/lHEz+9uZDLqyP9cNHcbS5SuJjIwq7yblQ/sOHUlNSy36wBJGtx49MAyDAwfKVQUlN46h4nEqDDIy0omr3+C0ymYeT+TPjybz6Yg+TL2+E6tnvkd41Rr0G/sm9327gYV/LOHGm27GnaVS9WMLUF0/C9oCW4DVwAkhxMvl25yz+CejPD045wA7z0RjqSgsX/onQwdeSut2HZj2w69ntO1zSe/uxMTW5JU33i3BFp5EclIS69asYtp3P53ReZ6b8DBh4eH0vrg/38/4ik/ff4NqNWK4sG9/br/nQWrEFk6ku2LZEkYMu5qrr7+Jzhf8c8Tp/vzjD66/9mpG3HkXL73yWnk3p0B07nIBhteLx+PB4Sgyaa3E4HA4CA8P54fvvmPkqLvLrN5CsBsllPh7ObcDgBlffYZpmFx8WfBxzscP7GLdnM/Yu/I3Mo8n4nRVok7brrQb8wbR9QpeSPW/YgAvvlzqjut/KvageJFqooJMi8ySOIsSxkmumn88ytPAqYOKhC413H3bUDp17sqXs89Mgun+e+5i3949rNq0U2pa6XT9xHEPUzW6Ghd073Xa5zAMg++/+VKMemg8t468H4ADe3cz9c2XmD93NtM+e5+q0dXp1fcyht/9ILXqxOUp/9kH7zBhzGgu6X8lk19564yup7RhWRZvvPYKt9x2O263m8v7XUz//w2o0MYNQKVKldB1nZUr/qZL18CZXKWFunXj+P23hRXFwElHjQHlDo/Hw8SxD3L5gEEs/eN3ehbiod3812/89OV7HNm6FiM7i7DK1Yhr3532A4cTFVu0CkrlKlXwZOfT1j0LH6SUx4UQaSjCvj5A53Ju0ln8g1GeJFKNgD1pbktPc1u3a4I6FDflW2BRQPrqFx+/z7HkJN75+Ot8v1mW1C1FFlQkFi6Yz4dT3+Wd9z8yY2NrFluvB7AVlSliWRY/zJrJbXfmZDz5Cc+MAooExHOTxpk2m42b77g357s69Rowccob/LFuD/OXb6HPpVfw+69zufj8lnRvW58nHh4lF/02n0u6dWTCmNHc8+BY3vzg82Cqsyi+gSxR6fYnilnuGKfwCN1391088tBoYqIr0ahebWrE1ODLad/krUxKXQbZz7nKmFLK08nu8aeXF4nw8AhWrljur4vitlE1s9jtM87t3FmuWb2qWOWklJaUwQtq+ouh+itQALGfGj8DxfVy2vCxig8xTKutlLJYY4cmhNt3I+SwQZchgCPxh7l5yBX8MEs9R5mZmUx96zWuH9iP81rWp3FMJFPH3GrLOp5EpyGjuO2LFdz0wSJ63TWpUOPGtKRpoe6lZVn8PO8n7h55RzDNzIR8afb/BfyNis0MQUmWnEUZo7y1qEoK5bpF1b1HrwMosp46oXbdlm1YpqGYboviIbEALUTXcNogw2NKS/Gs5Rhsr784mUv7X0lkrmBgKaVlScSRlGzhctqoFG5HgFUQN8iJEycYMngAAwYOZuBVQ8jVNopon5q8QPNaUkgpsakaTBGAwfSj99/GskxG3jMa1KD2kyWZogueBLpSMLOwH27D68n+8J03wjp2vuB7TdN6ojhj8kwgsbXqMP7Zlxn/7MskxB/ivdemyAU//yBmfvkxderG8etf66jfsFFR997Ex53jv1Qo2NDMhQxgO3BrbJSjWIEgThur3QZ9gQ+BmvGHD4d/MPU93nznfUIcDt584zW+mj4zJ2PMZzAI05RCCKTv6wL72VdG4pO+MEyLELsuNWQwhDMmoOmaEJYlUY9I4bwxVaOj2bxxI5YEw5LYNCE1pAyyLt2SIC3pJzIM+EyBSvNftXIly/9a4vnjj0XHFi741eb1eqNRz5hfziQgfAaDbllSSEDXVD8XVFcuZKC0tG5x2gJmsUxHkbItBk7blZSUbrRGpY02d3utEIdNs+yqZYX2M+pZzdY18bFdF195TfnqxvVr2mVmZLB29Qo6nHc+Ex59AJcripE3X4uUkibNWnDZFYPkeV0uYMCAAWJNfIb8eXui8JrSlIU/99KmCVG/SijxJ7KIiXLK6jVqSLvdLh58+NHCLi8Lpbd1D/BFsW7MvwMDKwp9wFn8syHK4zlKc1sxrVs03vLBx585O53bOYRcA61lSdyGaVoyjy5ObkhdYIXYdd1vCUopcXtNmem1BGBu2bhB79fzPJau30FszVo5g3WWx5Ie46R4pk0TRLscZqhD17QAk8v5ndpy/Ngx1m7ZjQicbp1vIvNNrprHtEyvmXfla9OEqQm10s89mXVo0YB2HToZUz+btge4OTbKscT/W1K60Rc1kFcmv6FjoQjwPoyLqWRkZmQMByI2HkyPAJ5EESE5Tm0jYGoCrWqEQ4Q6dK4ZdAV//bWEHfuOkOm1LN8kfeoFS0BoAtOmKVr+U9qh5fo3N/yD9d3Al7FRjtN+4NwGOnB7186dXj92LFnbsn13nkbkmpSlJfM+O7omTLV4yN/PUkppSWS219SsXK2zaYIQuwaBjYiA1yylxLSkKWWOR+fUNloX9+6habrOdz8tyPleCLArHScZYIL2nyff8+bxuM2Vfy/X/1q6RK5fv07s2rmT+MOHOHHiBF6vF13XEUJkGIZxEBXfsCDLK5egjMU6nPJM+Q09qRQh8tSlCSxNExqBjYgs32cU8LXTFtibJYQYDNwO3An8KqWsH+i4gpCUblRGybIMRa3wc9ohBITYNFMpIQQ0FjNQC6pbnTY2AexNdosbr/rfV1s2rb965k+/uytXjQ5t2zAGy7K4fMBgXnn3Y0vTNC08RLciQmw5w0RatsGsjUfMzUfSda9S1cxTn00TlitEp1/TalrNyJP8lJvWreLy3hdwJOm4GRVVKd97CXiA94DxThulFp94FmdREOo1by0f+/iHUq3j9s71VkkpO5ZqJZSxByfNbdmBew2vd0LCkfjwFi3PyXeMpglC7bpuWhK3cpn4vQOWABFi14RN0/IMDEIIQh02EWJXwo6TnxxL/YaNiImtKaWUwmtIsjwm8pRByLAkR1Ky9VC7RrXIEKlrQmpCaFJK8+knn9C3btnCinVbCzJuIEcjSFpClZOmJWW2YRFoZWdYUhf4tIuklEIIbfXKv91H4g87R4y6bzwwJTbKkcfVHh1h+yUp3WiIYnx+AtVnDtRgvQG4tZrLvg0V0zDFN0GlAfdvOpTxDorGvD1qIrMEaJGhNhEZasuZAz75YhpxNaN56L67ePWNdzS3YUnf/fJPqJav3YVp6EDeLRr/YP0u8HhslOOMB2unDVMIsQfQfpz362zgEimlf/YQUoJP6yq/NpAldSFyPBHS118moGd7LWFYMl8Zw5IY2SYOm0YA70BAXSYhBDZd6JaUmKb06zfl1GVYUtStV58Vy//KKePxeHh5ymSWL1siht1wk7xmyHW565IeT7a1fNlf+rK/luob1q1j166dxMcfIkUZMbqu67giI0VMTCwNGjTg4ksuNTt2Otfbpm3bKXFx9Z522sgX9OE2aIXSPHoBxajs9G+VmaYUgZ5fS6JZpkTXhER5t/ykah6UrMAEp430/D2XBzcCnwPVKMZWZVK6ofvaOwX1/OdjtZYS3F5L15VhKsVJYzHT97kTmJnb+KpX1SkXLfxlyN5k93BUQOsdr7z7sSMqqrLerVdvQmyajAy1o2t5DTpXiI0bOtTW9x3P4uu1h+XxTK/0WlLzLwB6NqgiWse48tlZjZopioot23eJ8zq2h5P9nAGsAW5z2tgW7H05i7M4i4JRph6cNLf1PDAqKTExtGO7luw9WLjemZQSj2FZXktqdl1YBTha8sAwDKpXDufpF9+QA4fcQJbHFKYV3DVGhdpk1QiH2Lljp9WpXQtt4jPPc8dd9xZZzpLSQqJlGxZmkPdTE8p93bNz26TdO3cmGIa3SHKepHQjFrU3fT7K4Pk2OsImhRDPotzZEae6dn1q4f01wdcOm+aoEu7QbXr+ezj2kQf57JOPOHAk2X9NZGQbpseUui6QPhHDoK4NNalvAQbGRjlKbLD2NSAR+FNKOcBt0E5K+R1Q2zDzGygFwe+J8JrS8hhWUHFoSqlal0pUPLiqpJRYlpSmJYUlsQxLagDvvvU6k596gj2Hj7Fz+zauGXg5CQlHaNq0OevXraFDx3NJT08jKTGR1NRUvF4PPiOGGjViaNCgIS1bnUPHc8+jS9duOZxMyoATEvhDCHG900ZB6uw5cBtUllK+AVynNDyDozDNVddmIcSVThs7ii4jooADQF2UwGaSlHJcMPUlpRv3ooRWg47bsevCctg0DZgihJjgtAVULc+DvcnuJppglhA0jwy1ixBb0eFHlpT8vf+E/HHLUdGoapjZo34V3WkvuFzvzm3oc8llPDbxGSJD7aZd1zy6Jq4Fvi/I83UWZ1FWqNe8tRz/yZxSreO28+L+fR4c1Kot9OjRBKpWjS7yYKVOrGs+2eigJqLXX30Jm83G1dcOEyeyjGINFilZhgh32hh4xaVasxYtgzJuAExLatmGZVCM+2lJxNHkY6k7tm2tCgwLpkx0hC0euDr3d77Z9l7g5UD71i1rhUvg+zS3tRoVzxMQq1evpFEutmJNCMIdNl14zeLrMqmtitdK0rjx4RmU+OC1AE4ba9Lc8n2KmUpqSbSsbBOKEWQvJXhNS4TYtKD7WQiBrgvh9hpS5qrrgu49SE9Lo0fn9mzevJFGjZuwcv02YmJrctlFPfh72VJCQ0MZct0wq89FfbWu3XpQJQg+Ip/aeCow2eUURRo3AE4bx9Pc8mngchSzcFDw1ZUFvOJyimCMGw14B6VgfxnwPxRVRLCoTDGDkr2m1Lym6QGeio6wFWncANSr6tzuNngFeAWlBVUkNCHoHFdZNKgcKq0g9MjO69KN2Fq1sSScyPTqwNp6VZ3fBVPXWZzFWQSPcsmi2rhhPS1atCyVc7/z1utc/r8Bpy1R8N7br3PwwH5mfHdmqeXB4JknHnXqup4ipTyTyp7y/RvUSrggbNuyhV4X9j6TU5QqhBCVgQeBcf9UdtNVK5Zz/dUDuKxPDwCcTicL//ybv1ZtJMZH/Pbj/EU8//LrVK8Rw0cfvKc98uD9fP7pRxhGsRLqKhR8RvirKM/NTOAloI+U8r+YIUSHczvz85yz9sxZVFwIUbqfskK5GDhH4uOpXadozojiYvEfv3MkPp6nJ085rfJut5unnniM4XeOolr102cTDgaWZfHDt9844uo3mHa65/BNHPcDr55p1kFKygm6XNDtTE5R2pgJHJFSvlDeDSkupn/9Oe1aNOTS3t3YtWM7I+99gF2Hkvn596Wc07ptvuNvvu0OVm3cztpNO8yOnc5j0oTHqV45nCv792PjhvVlfwFnjqdQ26q3Ap8AN/yXRRD7XvY/NqxdTXra2RjisziL0kS5GDghTifZnpIluzIMg+uuGcTFl/Q7bRr05x5/EIfdwcQz1IIKBtO/+Biv18tnM36ceganmYjaPhpb1IGF4cSJExiGQZeuFdPAEUJcgGI1vaqcmxI0du3axXVDrqJKZBh333GbaN6yFWs27WLZms08PGY8kZFF7wbVr1+fT7+cRsKxNF569U327t1Nl3Pb8fhjhaYYVygIIUajRHWvQGVuvSml/Ll8W1W+cLkiaduhE9/NyM/RdRZnUd4QKMOgND9lhXIxcMLCQnFnlewuw+233ojX6+Xzr2ecVvnM9HR+mPEFj46feNrbW8XBmy89R/defYyateuc1t6Dz3vzICXgvVm86DccDgdhYUGFHJQHpqFSipeVd0MKg9vtZvIzT9G4fl1aNWvEyhV/M3bc4xw4miq//OY7atU5PeJeTdO46ZbbWLNhKxd078GSPxeXcMtLB0KIW1H0ABcDr6EENp8t10ZVEFx9/Y388lPppuKexVn811EuBo7TGUpmZlAxf0Fh2dKlzPxmGh9+8sVp6/u8/Mw4wsIjuO2Ou0qsXQVh84Z1HDxwgImTXzqTm+CfKMacaXuWLvmTyhVUVFMIMRYVnF5hvTffzZ5F184dqRoVzpTnJnN+l65s3r6b7bv28eDDj5ao5lTbtu3Zv29viZ2vNCCECBFCPAVMAvqijJsI4MbTYG3+V+LCvv1Ysmgh33z5aXk35SzOIi+ESpAozU9ZoZw8OGFkZBRFlxEcLMtiyFUD6Hlhb/pd1v+0zzFn5lcMuWlEibSpKDz52EM0atKUOnHF4jjLgY907l5O8t6cEdauXU3901RRLk0IIVzABGCylDIQ7X+54ciRIwy/5SaiK7u47prB2O0OZs76geSUdD794ivq1z+9vi0KvXr3ITk5qVTOXYK4B+gGnIvanqoOXC6lPCvC5EOEy8XQW25n9YrlWNZZm+8szqI0UNYGTjyQWb9BQ3buKDKz1A8Pilcl4FbOtVddSXa2m6+mz8r5LiPb4PAJt0zPNoQRBAfOtE/ewzANxjz2uOVy2nDYRNC6NgIItWuyUqjdZg/AL3Mq0tPTWbFsCaPHTpReQ0Z6DTlpR0JWTDB1uQ3qug1+HHHHyDSbzSa6de8xIYgywm0wxKaLjroW+Lr27NpF6zZt83wnpcSwpGnThNBE8NwcNl0QGWoPjQqzP+g2aB1MmU2HMiI3Hcp4ddOhjNRNhzKe3HQow58OPB04JqV8PFC5vcnuzscyPHcez/TgNYObJAxLsvrQCevrdQdZfuCY6QmyXIbHYMXeZPnIMy/aWjZvSoO6NZn/y8/cc+/9JKdk8PvipVzSr1+gojIsRBchds0Mdt2Slu1lzuYj1vt/79O3Hk3LY8P26HkhhmEQH384byVSkVkmpGZHJaRkP7EjISsoC8ttUN2mi6dtuogsTj/nQmLuP4QQ9YCHUEaOn6DyGiml120Q6TZ43W2Q6jaY4Dbyk/UVUU+xPJ66wHLowuHQxbNpbivoFHhOuaaiYFqSv/Ydl1NXHBC/7kwys7zBDR8XXNSfrz/7kIbVw8+/6cM/bgivXO2MtLnO4ixKCqKUP2WFsjZwxgOj4+LqpR06eIAinA8SxacyG+gE/MwpA9ynH3/IvJ9+ZNb38wgLC8NrWuxNyjB3JmTgNSVSQpbHJNNjmlYhdX389kv874oBskblMCmEwK5rhIfoinG4EOiaMO26Eg/TNYErxCYjnTazML3x5558jAhXJL0v6e8/d19g146ErAd3JGTZA5VxGzjdBhOBrZ5s90UffTg1dMxj4/llwe9r3AbtC6rLZ2D8DUxV2wYImy7QNJEzq1uWRULCEfpcdDHgM2xMS3pMJe4llL6BtGmiUCY9TUCE02ZGhNikrgmhCdEAWOY2eM9tUDlQmU2HMsSmQxnDgH3AcMAFjAb23PvIEw+hYjfybU3tTXbH7E12TwMWSoixJCLVbZDm9ppWIQbt/hOZTF93UK6PT5GGJdmZlMGsjYfZmZReoCPMMC3m/PanOeiKy+jXprZ466mxRFaLle/OXmhu2n2Axyc8idNZ4DztZ03GpgnCQnTsuijQojIsi78PHLOmrTvMwVQ3bsNi4a4kvlp7yEpMV84Ph8NBaGgoP/80N6ec17RITvdaKVmGlBIkdAQ27UjIempHQlbASdNtYHcb3A/sFkL0E0KgaULa9ML72YcM4DAw2OXUTs13noCSFjmC0lG6KcsrD7kNbkT1862ofn4I2OM2+J/bCGrMewv1jBxHjQsFQhPg0IXUNSF9LvGbgX1pbuuGNHfRxI5OG7NRz91hijCq9h7L5PU/98gFO5Kkx5TsSs7ki7WHWRefKgsac7ymxaLdx6w1Wm0AhKbxya09Pmnee9D2u2ZtCWpRcBZncRZFo7y0qKpUrxx+ZPvug0alypWd5DfqMlCMp7e4nNpfucpdiBo8qx04cCC8dfNG3HP/A0x48hkS07KtIynZmiUDCh1agObwMZv69wDtumDfllXm5X176bv3HyYmJq8jxSfOyakaRX4WYgJoFPm1qNxey8z0mnqu7zEtzMt7nafv3rGVgUNu4NEnniU8IiL3NScDtzWuEToflPcFlX3yDmpSCLtn1Ei++vJzEpJOoGmaROk8TQcedNpI8pUrUK/H1xYT0E1LMmP6NIbfcgMHE47z9/Jl/L1iudy0YQN7du8URxMS6NajF89MeYXIyEiU8jWmeYq6tNOuW067VpBGkRvlhXsI+MBpU4rxmw5ltEdl1TRExWfkQa8OjWSNmJqpX//4R+eWtcK3AuxNdttRW3MTUPICpwa3WIAWatesULue088pbi+L9ySbSRkezZT5529dCCsiRKdLXFWtapg6ZVpaGhMnPiFnT/9SpBxPpmZcQ/oPHU7fwcP8QeiWJtDqVA4zG1eP0G15A9MLFNtUsleIbK+Vw7AtpWTP8UwW70mWHtOyApDFSV0TonHVcLNb/ar6+e2ac+55nXnn/U9IcxtmltcKqHuFmpwzUBIF3zauESoB3AY57xEBhFxz+tnKpyLu9X2eBl50ObV8W05CiJXAI0BvIDLLKz8CPgIaBKrL177VKImC7YHuWW4kpRsufJIKnKKzJlB6bwVpjqHkTHajxpVVRdXlNghBBfKPRT1vOQuQFLeXOZuPmnuOZeqBvMS6EFaoXRO9GlQVtaKUASylZHtSJr/sSMJrWqYp0fevXcKcJ4cD0HnYA7L9lbe5UYbhI29e2fxYUW08i7MoaTRo0Vo++dncog88AwzrWKdMmIzLxcABEEJsf3jMuIfHPT5xPNAUNfjlmQxdTi2fr9enZzWqy3ntX8jMyBCLV24S+5MzpWHKPGyxBcAUoIU5NFGjktOsHO7Qe3XrgtvtZvnKNQEL+MUHDVOaXsPSdV1Yghxm1gLhUxPX090GbiVgqQGWYRjaO68+z8fvvUF6WirtOp7Hg+OfokOn8/1FM4HFlcPtUyKctolAW9+9we12U71KJE8+9Sz3PTA6d3XZqIlnrO/f5yhAr+fUaxs04H/8NHeOANB1GxGuCKpVq06duvWIqVmTn+f+wInjx+l54UU8/dyL1IitaTkcDk3Tdctu07WwEBuiEEXrXMgADmRmG/fFn8i+DrVCDmTc8t5rU3jrpaf5Y91eMzKqkgd4L9Sh/aZp4nWgCkWrq1tCIEJ0TWxISDW3Hk3XTZ/hWdjt0AXiwN8LzDkfvaFv3bSesAgXXfr257q7HqVSAczbQmDqQugtYyOJiXT6Dbyi6sKnW2YdSXXrv+1KspKzvMIMoIeVGxqYuib0H565WyYd3i9+WLgit15YYcgANkQ4beMqh9sfQKXcF5oy5zfULUv6n91MlBf1bpdTC8iSLISohjIgqtlstpWffTntwIArB/aggH7OhTy6ZcGITCalG01QOmsdgHBdE6YufLpphb+b/kXBDOABl1MrMqDJbVALeAPoa1hW2J97jll/7jmuGVaRzxS6JqjpCjFb1XDpf+w5ZiVlevPpnk0deh6ezDQGPTeNGo3Pwdc+L2ocnPrmlc2D3jI/i7M4U5w1cEqiYiEWARNTs8zfUNT7zwNzgUdcTu14EWVvBd6f8+ufi6PqtOh2qohmUWhUPZyocLuVmpKi1axehe/m/MRFfS8utIxlWZZpoUklkhl0fSlZXrI8VkC5g7nfzeS+EUqloVadOO66/xEGX3cTgFG7itMmhMgzeY0YfgvfzZrFkaQCb4/X92/Ara5AiI+Pl2vXbxTtOnSyIiIiAg7Ws7/9hkmPjw06eycurh7jn5jI9cNuOPUneSA5E48hveT3vgCQnprKBa3jGH73g9w1+jEANEG206HZizIqT8Wy/cc4mp5tWUVMQge3b+bnj19l28o/MTzZNG3TkWtHPiRbn3tB0P3cPMZFXbXFGXQZr2laby7dq5kB1KgLw9YfPpGzP3xNrN5xJNgiAFbNyk5NExhCiKAlRXxezBTLkle4nFqh+elCiK+AJsCVUZUq7T4Un2jqNltxUsjcwAKnjcuDOTgp3RDA5XZNTBOCkGI+Hx5gq8uptQm6cQbdZ204MnvjkbQoU8piyHxIK91jaQT2smF6Pcx99i4OrF3C8C9WYA/Nsd+zgEffvLL5a8HWdRZncaZo0KK1nFTKBs7QMjJwyiWLyofDQKzLqUmXU/vS5dRqu5za7UEYNy1RK73nI+u0mCAhtbgV22zC1ITQHnv0YSpX+T975x0fRdWF4efM7G42PRB67yJFioqKoKIC9t577w17++y9d1HsBXvvINgQC1KkqXSQ3tM3m5053x93NoRkk2wgIYD7+Msvspk7c6fszJlzz33fhtUGN952LUw9RY2CKVUiVPLwGvXFx6SlpzNq/FS6dO3O/665jF4dGnHLNZf6cnNzoUxwU1hYyMg3XufWO+6sanN+augv1rx5cxm49yAqC24AjjjqWCZOn82qvJLSnzX5YdbnF0VyCorJKShmTU4By1atY8LkaXTr3p3zzz2LJg0zuOG6awiHw9FViVfTW+lD76G7bkIsKQ1uTCuSoOYFsMUR16ksuAkXh/jqpce49ajdeficQ1g2bxaDT72IR7/9i7tf/rhGwQ2A37acml8bYnkvGDVqt+s+QyQ/L6+ms28sy0z/rNH1ISKWbcmo6oIbjxOAn4G9Bg7cK1zD4AZMpqd6kzqPRmk+bZTm+8yyZGpNg1/MNVgjbYSgjx//XJY7uibBjUd0+Zjn2fYHaLZDbwBylv9b9k/JQFYNt5UgQQKP+g5waiQ5LCKdgAnAj6q62XKub781kvPOv3BzV7NJ/Drue7767EMeeOIF2nXoxHOvv8+f81dz+rmX8PXnH9G8cQP23XsAEyf+AcDFF55HRkYGF150Sb30tzyWZREIJBEIBEpFArOysujRowcffvI5q9fnc8ZZ5/DC88NpmJnKqSedgBe0VckJp52LE4nw9msj6qTf/0z4iUfPP5Lrh/Tgh3depHOfPbj1/Z+5+e3vGHzqxfhqUbOmrmjdoQsiwrTJ1ZaRbGneA6YBrVq3abPtmmfVA70OOwOAT245o7rJFwkS1DkJL6rNp0YBjogMAqZjbqCb7Qr5yksvEg4Xc8NN/9vcVdWY9evWcu4pRzH04CPY/8AN2j2BQIArb7iNCX8t5qNPviAvL5eBe/Sja6f2vPfO29x5z/1bvK+bSjAY5IGHHmHVujyeeOpZxo4ZTad2rVg4f26V7br22IkevXfhm88+rLW+5K9fy7sP3cSNB/XmuavNA+Sc+0Zw3zfTOOV/j5LVpHmtbWtLkZmVxY/fjarvbpRnEcb1u3nz5i1qXDfiuu42bSq6OQSSU9n1hEsoLshl3b9z0IQ2ToIEm02N0tW1zFKMEFiVeGn/RzG6Gu+p6vG1sfGHH7qfQfvtX6sqs/Fy/CGDaJjdiMeef73SZYYccABDDzyQ+fPnc9UVl9KocWPOOvucLdjL2uOss8/htNPPYK89d+fQQbvIKx98Q68+u1a6/KoVy9hz7/03a5v5+fl8POJR+emL91mzdBGpWQ3pd/CxHHD6ZQTT0jdr3VsDLVu3ZfLE3+q7G+UpxhQvJwUCASZO/IMJv//O7Fn/sPjff1m5cgUF+fkUFhZSVFREcXGI4nCYknAJjhMhEonQslWr3ov//be67WyX9D78TCa8/RRvX3E4xz/6Mdltu9R3lxL8J9myasN1SX0HOJVmcETED9wEXImpLTlHVV+qjQ0vW7aUuXPmMHITfas2hzOPP4TFixYydsJfcXletW/fng8/+XwL9Kxu8fl8jP/tDw448EA97Yj95bERIxk05OCYy65asZy99htS6brycnOZMXUKf8+czoJ5c1jy7yKWLVvCmtWryM1ZT6ioCNd1SUpOsXbYdSBn3PEMrbp0q6tdqxd27L4Tv4z7vr67AYCIpAJHAIcAGcAf1197dZaIkJKaSmZmJg0bNqRRo8Y0adKUjIwMsho0oEGDBjTMbkSjRuZn1cpVnH7qiUkiIrWh0L2t4U9KZv8rHuDbx65l4cQfEwFOggSbyVYR4IhIEtAT2AnoDBzg/X8Io6ExTFVLKllPjbnr1pusJk2b0nOnLaep5bouJx85mKmTJ/LuF9/RtNnWOSyydMlipv45mSEHHFwnpqPDX/uAW665lMvOPoGb7n6EE047d6O/L1owj0ikhE8/eJt3XnuR3Jz15OflkJebaxfk5xEqDqGui23bJCenkJ6RSYOGDWnarAU777o7HTp3oUevPnTv2ZvfluY760Il1U2h3ibZbc+BfPbhO/XdjSjrMAXx84F2wPB+u+1+6A/jfkmqyUpc1+X0U08E2BMYV9ud3BbostchrJw9jZmj32PZ35NYv3jeGc8ctegA789hNuhl3aKqC+qtowm2W6Ju4tsD9R3gdPCmQke1Q0IYMa6pGO+ar+piw19/8Zmcf8FFdbHqmLiuyzEH7sXsf2by8ajxdO5a99mEUChEIBCoNEjJz8/n21HfMHbsGCZOnMjCBfNZv24tjuMglkXr1q2ZMHVWnQQ5t97/BKGiQp584I4KAc5brz6HiDB/ziySk1PIzGpA2w4dadGihdt5hx2trt160GXH7nEOLdaO39nWyMBBQyguDlFYWLg1uMDnAY+p6p0i8jzgzPrnb/+iRYto06ZN3CuxLIuMjIxITk7OYP6jAQ7AridcTEqDRqxfMp+Fyxe1B2LZbnwOLNiyPUuQYNui3gIcVS3wxvn2BX6tqRFfKEL7ri3S7/pnWV6mamx9iVjM+PMP8vPyuPb6G6oV6Sq/SYwqcDzCaqVYgu/IIf1ZMG8On383gbbtO1bbRsFRsCUOwbhyhDHHwd+6RROKCgvp3LkLBx1iCpknTfyDOXNms2rlSoqLiwkEAjRp0oQOnbpw8ulnuvsM2t/aY8+BrFmzmh6dWhMKhSp9eLquugq+Go7Uqs8ScVx1A0lBKyW1goAx34/6iv0PPIxHn3+z9DNLcIMByxKRmujFaNBvQ6gkRDWCh2VxVR0x57dG2jTFEdd1VSOWyUbGRVQk0K1ehHAjwo6rWY2zxef3M/6HMRsVqleB67hq2VZcooxlKQRiCvuVYSEm6wIwBdjjsCOOXPXMU09k3/fAQzW5xxQ2btKkOCcnp9ravHIs8foZd6TnqjrFJW7zv5bmDQOe7Nchs8rq5tkrigQ4bMdGqQfPWlPgOhr/+RLvniHgxiFGSuG61Ux452la7FipCwvAVleAlWD7YXupwanvTNQ8YGlNgptQhJRQhLuBGelBX7+uzdMJ+i0VodppBwLu688+pB06diIlJc2TpNfq2rlAkYiMEOOJ9SsmTVwlRqhW1RLlr+lT+fKHibRt37G6mSUKkByw8SoQ4q1DKALWAmcCJ/087qf1Bfn5vPbm23Ts1JlXX36R1199hfz8fA488GCee+FllqxYQ05Bsc6e/6/z9ahvuf2Oe3Tg3oPw+XzauHETAJYurljsqaqO4ypL14Vk9vJ8whFHXbfaYxjdF23RIMhn77yiH7z1SgUdl1AoxOJF8znj/MuiH7kCpAd9ZAZ9eGaQ8WyrAPhnp2YZ+wJ3Yh5+1Q1xupZAq4xk2jVIJdlvuxLf8S8AlsxemXeEJXIFJptR5fWsquqqEgo77NehMU1SA2rHYXQp4PgsIdm2pDAcoWHDbH4Z93087TTot4zgzoYbV3XtQt6+XA1cW82yvwDRtOT3wKAZ06cf+OILz4eLi4uLMA/4qijBnKN75s+b9wlG2bwmnATcSxzn2QgXKusLSli0ptDGXB+zf5+XM6iyNrNXFO0A/AC8uXubBqm7tsoSnyXRwKXKzdkidG6Uyml9W9A2K6g+q2p/u0i4mD/efVqDaZm8+9k3FIZdikq0sKhEPywq0ZaYl9IUVV1YzbYTJPjPU59DVGDG7rPiWdDzZToKeBYj1Z8MkBb00aNVhrU6r1j/XVOEqyb7Ua65Ywl2s4yATPrlR7n51jtwFct1FNsSBa0sYi0A/sT45PyFzyIv5A4EDsOIDaZT7q0xKnEfdlwpcVTWrDF2Ml06tae4xCViHs8VsgMCrm0JDdMCkuS3ov2P/lbvp3xAGpW4fwa4LegzYzIHDN731Ozs7IFHHX1M8Kijj4kl/ueywdjVFhGCAdt2XKW4xFEsS1NSU62ffvyOTl12iO6XqmdquTInhKOm/1MX5UrTzCRt0SAZS2JmB6IZL1m/fr0ccuAQJk+aaPv9fvrs3E/F7JgAvPv6CyQFg/TaeTcESPJb2jDVj88242RZtmUVR1wtDDuVWRRErT6uBl7asVmqs2Oz9j8+9tP8V4EnMeadFd7yLUEzkvzaq1kmaQGfDZAa8Nl5xRGW5hapZ/NQflthjMP9XcAjh/VsFgYIRXgXY5VxMjEsClxX3YijrMwtluKIawd9Nv1bZ9urCoqZtCxHix1H3YrZAdcSrFbpydKpQSq2JZQ4Ssu2Hflz8sSoGnksiwLXtpCGaQEJ+u14r6molcFI4LqgjzXlj1cMfsKYaAL8BRRN/GNCJjDhoKH7fzjm+5+OAfoS22KjEBgFXBr0sdhxnNMxgoFx43li3ZUXcl/BnOchxDjPrqsaKnF02foQYafUZyvV+/n893k5Y4GL+3XIXAQwe0VROnAHcD6e75UlQvcm6dKxYQq/LV7P/LVFOFpRidpniZuR5GNQx2xpnBqwAY7dqbm9YF0RX89apYVhV8sLBrolYffTW0632rVty7d//UOT7FID9BRMAfcBRSV6F/BwTY5PggQ1ZfvI39R/Bmc9cQQ4oQjdgPHAqxiDwI1uXiJC44yg7NQ2i0bpgaiQkOfkDA1T/XRrkc7HI18Sx3G46JLLS9s6rtqOo94DvDQTUQisBE4FBgR9/BVd3lNe/gQzLv4QUBQtgDaGmqqFYYcSx9y8VixfilgW0SAiOWBFMxHRNzlHBLJSfdIsK8lK8sc8JdFgBDa8NRZg6hR6BX1cHQ1uACKRyD6rV69+AugBfMcGR+Syb5wVTSctITlgWwGfSOPGTZg44Xfz5HTVLY64umB1If+uzrfz8vPJXb+W9WvXkJu7nnlL11g//jmPSdP+5s8pf7L433+1uDjklt3Oq6+8TNuWTVm2dCkTJk8lK6sBO/XYUZpmJYltoYDz6fsj6dV3N7Ut0cYZAZpkJNk+e8PxEBGCfluyUvwk+Uo/j2Z1ioDXgHbtsoMj2mUHS/f1ioHtl1wxsP1RmOL1Od6xwwInYFvap3mW9G/d0E4L+DbaVkbQT5fG6dIoJRA9WGWvj8+Azkfs1Oy+I3ZqVirVHPSxNujjXGAPYHJ0W66X+VqdF5Z/1xZZxZGNE1GNU5MY3LGx7NgoXWxzATtggq+soE/3aNmQHbLTLLuMVX3XHr1ZMG82uUUlRFwvBPXOswCZKT5pnhWUoD/miJRF7GtqCtA/6OOcOIMbMB5VSSKS7PXhSUw28fnxP4876q47btsbk2VZzoZrsQCYCxwY9HFk0Mdi7/NRQLCmqtAA6UFrcXrQOhI40Ft36bGPOK4uWVckC9cU2WEnZhIlBRMA//37vJxbZy0vPBMz9HY+5mVqY4NZn83e7bLtQ7o2oUGyX20vg2wJTsAWBrZrIMf2bGY1Tt24Vqxdg2TO3bW1DGiXRdksUCR/vf70+NXSs0Nrxn7xiTTJblC+fwGvjzcB80IRDqzp8UmQ4L9GvXlRAYjIO8AnqjqysmVCEfwYO4YAcQZkRWGH+asK1FVo0zBZks0LFG2aN+KAgw7i+Rdfi9nOEtQyLuEPiMhtQR9F1W0rL+S2dVXfV2Xn4ogj5Y2FvxszijNOOIqFqzYUvKoqEVcpiSjJftvNSvVblhX3/TyatTku6KPC/HER6YnJOmWqah5AKMIBGHPBIHHWDx18wGDWr1/P52N+ZvHqPH3uyUfk07dfZtWKZZU3EkG8/SvTn9Ls2AUXXcKDDz+KZVlkpSUz4sVXOPb443FVWZcfdjs0z7QeePRpPfOMM+J6vkVcl4Jix3VVF7vKIe2yg9Oqa/PYT/Nt4Pwk23qydWYynRpuHDRURthxWZpb5BZHnPURVw87YqdmP1fXxss6nhBx3FcLih1rbX7YjmE8XYHiiMOfy3OcdaESe4fsNBqnJJGbu57ffvqOKb//zLTJE1gw9x+KQyEs2+aXWSYO8dlCRrKfoN9yG6QG4tovDwcTvJ0BvBX01dwWQ0SKgRNV9UMRaY8Zfs7ABEwnqOqEUIQgcD1wHnAPMDzoo0Lti4i4QFdVrdZdvDLyQq4PuCDiuI+vKyhhTX7Yinen/LYVTk2yrXhtLVSVOWsLdOKSXGnXINndrXWWFfBVf6sqCDuMnbvGXVUQtpJmfc+zD9zO5KkzSU+PS6epCNgn6OP3eBZOkCBeOnbvpfeP/LpOt3Fs7xbbt9kmgIg8DCxX1QcrW8a7KeZTg8JeAMdV3DImhl9+8RknHXcUS1flVDfrJAS0jsdlOMqynPBpwNNAharZ995+g+uuuIR5y9dXaJeR7Hdtq8YeOgCTgj52jvUHEXkT6K+qG828CEUYx4ZC0Gq54bprePGF52nVrjP/TJ9MICnIgH0P5NyrbqF5y9ZVtu3QOCXSINXvW7t2LevXrSMnN4eWLVvRrFmz0mVSAhZTZ/xDp86dAfOQSAlYTJk+iw4dqy/ELsfd6UHr5po0mL2iqBBvmLOGvNe5afJxNWkwY0nBQiCu6USu6zJt8gTG/TCGSb//ogvmzpI1q1cSKSnBHwjQoGEj2nXagf0OOJxP3n2NpKQgw9/eYIzXqWmqk5Lk25Sp8UuCPlptQjsARGQh8JWqXuD9+x9MfUs3zH3mhhqsqxA4X1UrV8KMk9/n5UQnB8RNwGeRErBrWoyNz665V13AZ5GV4neKQyG7YcaG+9Kf0/+myw5VliLlAMcGfYyuyfYSJKiO7SnAqe8anMUY3Yw65+YbrmWPPQds8Sm1vfvsQihURDgc3lKqyR2AtiIyF+POfouqVmlgGotOnTuTl5uLCNz55KsM3D+2KF9lWJZVKuBWniWLF6OqGwUyy5YuBaBd+1gzYrc/XNfl7xlTGffdaKZOnsD8ObNYtWIZhYUFWJZFWkYmLVq1lf6DhrD7gH3pt+cgUtI2jp/nzJrJe689z+8/f0+/Pfepnx3ZwN+YOpso9wFHAs8Dd9ZQvG8d0BvY7ABnW+HW/20wl31uxEulgX9VFBQUWMlZaRmYDFwhkAmgquvrppcJ/gskdHBqjyXUIKuwqUyZPIm5c2bz7oef1to6vbe7k6p7y+y8Q1f8fj+jvvycQ444qta2XxmquoeIDAQuBi7CXK81dujMSM8kKRjk+fdGq6u1W3M2ZfIk/H7/Rho7f/45pcJn2wtrVq20fvpuFL//8hOzZk5jyb8Lyc8zxqNp6Rk0b9maHr370nuX3Rmwz2Bat21PxHUpLnGrlCQ4/rTz+fDNF3nrpWe2hgBnAqZeJcpnwEvAKZhi/MGY+pp4WArsWKu928p5+UVjLtu7dx9OO+PMuNoM2GPXi4Cv2XjSwkoR2SER5CRIUP8BzmLY9LR4vAy77GK69+hJp07VvxXFg4hkYsQI24jI0KXrize6cU+f+ifdevQsfVi3atOOzz/5YIsEOACq+pOITAGOx8w6qzGOE6kzLYQZM2eQVi4bMXPGdFJSY02y2Xbwhid2wsyyG4AZnmkK+JOSgjRu2owOnbsy9JCj2Gu/A+jctdtmBXSt23dkyKHHMG3SVlGG8Q2mvgYAVV0tImuBgcDdwA3EH+DMxRzH/wy333kPVw27jF8mTKKwsJATjj2K0aO+4fWR73DMsRVHRL8dPco3d86cvYFewGygCSYbfibwmYicoKrV6RclSBCT7UUHp74DnLiniW8qy5YtZdLECXwxamytrE9EugK/Y2aAHQl8cMSB+2Z9/JVZ/98zpzNkr34EkpI4+LAjuf2eB9lt9/6M+/G7Wtl+DbgCyFXVGZvSuKSk7gKc2f/8Q1aDjWeJzJ49i6ysrDrZXl0gIumY6ciDgF2AThgnbcFc1/MwWYxRv/+z/PGU1LT4JX1rQN/dBjD269rLTG4G4zGSA51UdY732ZUYDZ0DgftEpJeq/hnHuqYBm+e2uo1x0MGHcOv/biTZv+E7N+yqazjq6GMACIfDfPLxRyQnJ/PVF5/z4QfvpZx3wUXXPfXEY1O9xRcCC0VkIvAFZtr+HVt4NxIk2Kqo7wBnPXUc4Fx75RU0b96CAQP22ux1iUh3YDqm3qCHqjoicu6EX8eP6Ni8gXXE0ccxf/5c2nfoxKlnnsPwpx6lV5c2NG/RkhXLq5h9VDecCPy4qY1LIiV1FuBMmTKJrl03HoHIWZ9Dagxl4/qmoKCAX34cy4TffmbmtCn8M3P6IevXrS3GzOoLY+QE/sYUmX8KTCpfazJjScHjddW/PQcN4e4bLiUUChEMxi3YXOt434VcTPbqEe/jtzBSCm0wmcRLgXPiWN1EzAys/wzt2rfnr9nzOfaow/n1l/HMWbCYli1blv79vXfe5pyzTgfg2utv5Meff8vv3KXLlPLrUdV8EbkBGE4iwEmwiWwf+Zv6D3AKiC3+VSuEw2G++PwTHny41p4vxZjx7q6YGVM5qvrS3wtXusOfenT4Gy+/kLRmzWoee+YFjjvpVC64dBjjx/3AHTdfz4oVy8nNzSUjo+7v21590A5sQu1NFMdx6izAmTd3Lmefe8FGn0UiJdh2/V6Os/+eyY/fjWLCrz8z8bfxFOTnEYlE8Pn9ZDVoSKvWbdl19wFLRn/16fXAqOg0/Poku3FTbJ+PP8Z/z4B9D6i+Qd2yENgLL8BR1bCIvIi5Du8FZovI5apanRL4X4C/Tnu6lbFs2TIeffhBZs/6h0H77kendq34e/Z8klNSOO/sM/jm66/Yf/AQXnl9JNnZ2VC1ovdkoKeI7KeqY7bMHiRIsPVR3wFOPpAmIg1VdW0ly0QwgVAQ89YcF5ag9919uwQCSZx5znnxtbHEtYQg8EgowrAYQmfXeL/vUdUcgLyQ26tFk+ybbr/jrsCNt9zBooWLaNl6wzTq/gP25uvvf6mwrSSfpZZgqWosBdqqcICdQhHOBV4M+mLe6M4CSlS17Ljcv9TAryccDhsBxfQkyQtF3MKwE1cfk3wWhWHXF14f0uy0gJTXA1m7di2FhYUcd/zGYrXhcNj1GVW/Emr2cCsE4k6PzV5RlDL9z0n3TZ38R3Di77/qX9P/lOXLFlNYUIDrKmnp6bRo2ZpQURFtO3Ti7U/HkJnVAL8tNEwLuD5LWlhGbr9aJ8+8kOsHLmvVMNgqVOI46wpKbCcOo4lFS1Zz5xPvu7PmL7MvOv0APWjfnaWqWp2sBtn88cuPDD3wYC2OuHbELXFTk3w11cFpHopwNfB40Fe13cHq/IgAh2OyMsuBsxul+SZh9Jd2K7f4SOBDVR0WCASmPfL4kx+EIuwNPAbcGfSVCv+VZRGAJxxYFIqwD/Ci97ezgz6+r26HQhFSgFt6tM5IWl9Q4ixbV2TH1vfbmKDfokVWUH22ZecWRSgvyFgZ6UGfm5His4pLHCcvFIlL70gEfCJuYbFjn3PW6WSkZzBh8jRefnEE340dw/777kWTJk2ZNPEPHnz4MS6+1FiYOI6rrpIJ3FMSYX560JpTbtXRTm+KDEKCBGwnJTj1G+B4D/dZmELjmAFO0EckFGFH4AnMWH51D2hjbCciI54bzmmnn6F+n+06rlY6G0UEz7IB9bIWxwFHhCJcDzyX7BcXM/xwCCaDc0bLlq3+/Xvuol2Ak0QkKCBBn6WdOrTVUMS1KpsQ67OElCSfWlJBM6M6w8Xo3wUzs+ZRYFgowplBXwXjvXOgggDYacDlwO2Y8x4zWFRV8ooi7trcIkswIn3pQR/ihHXpytWSmd00ZudsS8hM9jt+WyxAIo6yIqeYlIDtZKX67ejD9v133yElJYWGDRuWbhIIrVy5Yu2sWbPWYApMY1oqlKPQ+7kQ+CDWAmKML4d4PzsHkpK6OZFIpuM4JKek0KRpc4oKCynIz+fNj0bTt9/upUW/Nw67kF/GfU+DBg3ISvE7yUm2LaaOOAWjmDw1FOHssirXZckLufthHsqNLBEr2W+7wSyb3MKImxuKxDzPhUXFDH9jlPPBV7/a4ZIIqvDEi5/rO5/+rDdeerS1Y+fY+kOt27Zn7l9/kpXqV0AcV8ktKiHJZznJAduuIhNX9pqygNuAS739+jZWg9X5ka7AC5hp3KlA02VLl4y798XnJ/t8vuRIJNKyXJMZQOqNN9/y5P0PPrzzLTffGOzYsROD9t3vMuCcUISLgPfLiguqqoqInnjyKbuHIlyJMeSNXg9fhCKMAS4O+qhgluaJKx6DsS9JsUTISvWTmeJn2boiXVtQEvNg2JbQNCPJSU/22YIpssxK8WmJo25OUcR2KolYkvwWDVP9almC5SltB/02+aGIW1DFS0HAthy/vUFnp2OnHXT58qXyxGOP8NorL/Hdj+OxLIu/Zs5g8NADaNGiBa4qjlOqti5AH2BqXsh9GrgtPWhFM2NRZeqdoaIYaIIE/xXqO4MDZgpple87QR9LgWNCEfYEXgZaUHFoq+zNmvfeeYe8vFzuvu8BEUF8tuC66ri68bRb2xLXiO1KNHAAIwyWBDyQm5t7RXJycrCoqKgRsFuzZs3/zcnN+TszK+tpTLahVERMvFRMit+mxFEn7Lj2hr9BasDn+GyxvW1Fb7TRm2DUvqGyp1H0GEWXT8UMlY0NRfgMuDzoY4W37j4YVdqyx7AEeCgU4Q3gceBQynklFYUd1uWH1VGwfX7y8nLp2iIN13VLb9TDX//I6bnbPrbjRXACpAV9TkrAtr1DEF2fABSGHYrCDpkpPk0L+mT0qG9o165U66YAY51w1pTJk+8HktOD1lGe39dLQHMqnucI5rg/DtyVHrQKvSG5nTCB0Z6YKcYtMG+wJT6fb123nr2Du+y+Z3DgPvuz25574/OZSz8UCrFTu4Y0bd5cy8pJ77bnQD778G2aNwgSfeCVOVapmEzFxFCEF4Gbgj5ywShbYzIbe1MmSBMRS4CMFJ+mBW1dW1AioRLPmEyVb378kwee/ZjCUJhIxCk9z8XhiLVoySq97JYXGLDLjs5l5xxiN8g0tUqWQFaq3+nTt6/95acfYW3IBJq2EZdwxCUlycZvW+WHHMvahZS9plKBT0IRfgQuDPpYALA6P5JRWFhwz6/jfz7nh7Hf+idP+sOaN2c2a9aslkgkkpycktK/dZu2brNmzX9YnR/xNUrzRQCKSrTfqy+/5L418o0Lvx491k5KCvLUE48xaN/9Urzj8zJwlRdUzQAj7mlZlnv0scd9iflOls3opWAsN/4ORbgfeCDoI+S164EJKruXvW4sERuBFg2StVFGki5eU2QVhje4ljRI8WvjjCSxZOPzLCLit5FGaX4Kw46TH3Ls6AGzLaFBqt9J8luWVeb7HM3GpgV9pCT5NKeoRMJlskA+SzTJZ0WXLT321910q9x7563MnjOX9z/92tmt3y62iNBvt92M8rnjOmruXWXvHTbmGr8IOCsv5F4MvMOG+1gmCRLUEPO2s32kcOpVyRhARKYCZ6rqxHiWD0WwMVLv92NufEE2+BGVBhQHDN6XgoICfhq/Ibmhqg5gOa6KiDiWYEPl6qNz585lz912ISkpSb//afwXrdu2e6GoKPRA80YZXYa/8ArHn3BSpf30tmUXR1z12aJBv20R2xCxQtMy+1LWFLMqwpiH/m3ZmanzCgsL3wX8VQmrhSLsgQkiWkccN3VtfokTjrhW1PgyEokw7vtvcV2X266/glUrl3Pj7Q9wylnnu4BVUOy4EdeVjKBfJLbJ5kYIuJYlsnv3tnLk0UdHHn/ymTzgMuDNoA8VkZHArqraGUql9s/HCMb5gaS/Z84sfPedkf8+/9wzc3NzctphMn+p3rFSTNH6QsxQyffHnHj6j/c8+uxVmKmzSVSSIevTqQlXXHcrp597MYAT8Fk24Txt16KxrFqXV2FKezmKgGJVvSbiaDvMzCEf1QyzuaoajrjuL1MX2rc88q67YPEqKQ7Hzi5EsS1x/H6fffaJg/WMowfSIC0gAs6333xpn33KcSxaXWlpi9qCpiT5LJ9tOWzsQxWTf/75O/Ll55/ru2+PnDt//vyscDjcrKioENu2yc5uRPuOneiz8y7sM2h/Bu6zb1kRywJgmW3J1ckB+2Tg4OLi4pRO7Vrxw7hfWb58OddfexU//vzrRocDU9/2KqYw/pHGDdKb3X3vA5x3wYVVdbMAY+NyJSagPJ0qzjOUMY0tKnHW5oftpplB9dmiVjXfS1V1VLFzQxFN8lmaluyzJI7vs6pq2HHdvKKI7bct15KNXgIqwwHsgC1qWYIaHaoqNZE8CjD1S2dnJNu/Ateq6lPVtEmQYCM6d++lj7wdr6LDpnHYTs3+E0rGYB5KfTAzJ6ol6MMBnvVcm1/EzNoom30BYP78eewzaN+N2kYfwp5/o5R7K9+I78aM4fDDDqJHj558/9N48fv9QyOOHjxl0iRxHId77ryNwoICTj/z7JhaJtFtpQRsLKv0nhZPHUvZgCae4AbMcFMAuLN5ixaL586ZM6061digj1+8N96zV+QUP+uJ+ZVuy+fzMXf23zx01/9o17EzH3w9i8ZNmpXuQ2qSjTcSCHHYaChYC+bPY9WqlZxxzvkfAOcGfZQt0v0IM7QAQEaynQkkBQKBScFg8q55eXmouimYrI6DGfp4ASMwNy1aE1WW2SuKPsMIzFUp1d+iVRsm/DqO08+9GNtCmmQEEGkk/kCAb0d9wxFHHV1V82Qg2XH1WbOb8dUPWSKijiOnDXuK4pJIXOfZcdV2iksoLiokM9mH5R37gfvsRyQSYfmypTRr3iJWU3EUzMNSN3rA5ubmMuqbr/n+u7FMmTSRBQvms27dOlzX9aVnZNCyZasd9h08hP4D9mbIAQfRomW1slWpQKeAz/pIVSMi4k9KSuLEk0/lzTde45LLruDPKZNZunQpLVqU9tXCHMezMC8vls/nJy+v2hruaMbpTUxmr9oaPfH2PiPZJykBO3oTqPbYixgP1Iap/hp9n0VE/JZI0G9XOPZVYIOxm/HWUfpZNaRi1KR/9/l8H0QikSdFZKGqfhZH2wQJStleanC2BtnYv9mEYjivAPhxzBvcRriuy5LFiznm2ONjthURp6o3r2efeYpDDhrCkUcezfjf/oi+nfoBdu/fnwmTp9Olyw5cdcUlNMtO54xTT2TJksWxV2a2VdPLJdq3mrYLLlq4sB3mTbj6hX04QR/Pu0qozDZZu2Y1h+23Gw/eeTMXX3kDX/04KRrclCIilohUMEqsitFffYbP76dRqy73lA1uvFqZHMAvIlO96cargdvC4XBybm7Os6ruQMBS1UxV7a6qx6nqo6o6LlZw49GQOHyIduy+E//MnG76gliqZuimSZMmfPdd3PpJQg1n/jiOaxm7tJqd55RgQHymVASAYDBIckoKo776otI2ruvKpIl/cO/dd1qHHXIgO3RqR1ZakKbZmZx95mmM+uYrsho04LwLLmLMD+MoKHZYuSaH3ydNk+dfftM94+zz4gluShEz3FN6PFq3bsP8efNo0KABfr+fn378IVazAN6wWQ2/MUoNJiCY9YslIptiKlrj73P0XlPj+4BIvAFRWSzA6tCxU1Tg80gR2fr0FxIk2AJsDRmcAMbgstb4+KMPAdhv/8E1bnvxBefx8ksvcMdd93D1tdfHXGaHrjvy3kefEYlEePLxRxj+zJPs2Kktnbt04aprb+Skk0/drP5vKr/++gslJSU+NlG9GODdN1/mtuuvoGmz5nzz85+0bV9j48tKGf74A+zUe2fnoL36njVn1t/tMbUyLTF1FdGiiDYYk8ZXVHVVrW28CnYfsA+jvvikwuedOnXmzymTt0QXNptmzVvy2y/jOO2sc1m9aiWjv/6CX37+iZnTprL430XkedYQWQ0a0K5de/bbbzB7D9qXoQccuEUEFvcfPIRHH3mQSCTC/Q8+whWXXkSfPn2rM5RMsIl88+0PU9q3bgpmePaK+u1Ngm0LQbaTGpytIYOzDqi9pyjw2CMP0XfnXWokg++6LvsP2ovXXn2Z9z74uNLgpiw+n49hV13LP3P/Zfzvk2nVug0Xn38OTRumce6Zp7Js2dIKbX784Xv2H7QXzRo14NCDhjJmdO2ZAT/28EMkp6QUUcO32bL87+pLOOHUs/luwt+1Gty8NPwJ1q9by6QJv9rz5sw6CyMr/xswDGimqj7MzBeAh7ZUcAOw75CDCIWKKCzceMZyo0aNyFm/fkt1Y7PoumM3Pv3ofdo0SmOnzq256Zph/PHbL7Rs3ZqLh13DmJ//oKDYYemKNYz/7Q+eeW4Ex59w4hZTj96xWzdat27Dt6NHcfa557H7Hv357deK8gkJaodsY3J7MvCNqlbIcidI8F9gawhwZmP8emqF3NxcJv4xgSuvuqb6hT1Wr15Nl45tmTJ5Er9NnMLBhx5W4+326LkTn3z+DavWF3DVtdfz/fdj6dqxDX132tH+3003cNDQ/WmYkcIBg/clNzeX8y64kKVLlnDYIQeQlRZkv30G8vbIN3Hd+HQ3YrH7Hv1xHccGckVkoYg8XNMUt6py/mXxH7t4GbD3vtz54FPMWl6Y+/fS/AGq2ktVT1XV51V1hbfYlZhszhW13oEqaJjdCL8/wA9jvt7o851692HZsi2uQL1J3HDrXZx93kW88PrbzFuew7zl6xk/+S9effsjLh12DV279ajvLnLwIYfyiZddjUQijHzzP2MWXl98DPQTkfJT9xMkqBIzxFx3P1uKrSHAqbZGoiZcc9UVZGVlVVcYWsr69evpuWNnfLaPOQsW061b983avs/n49rrb2b2/CX88PPvpKSk8NAD97FmzRruvPte1uYW8vvEKdxx1z1M/HM6OQXFPPzoExSHQpx3zplkpATYte9OPPrwgxUyCtVxxZVXsT4/9AhmyvQvmIChxg6jPjueesaa0WXHHhx/6llVLqOqxcArwP9qvQPV0LhJU8aX8wsbOvRAcnNzNivo3FJ06tyF2+55kCEHHlKvlg1Vsdvue/D772b21B7996RNm7b13KPtG1UtBD7E6HolSPCfY2sIcPIwtgebTSQS4e2Rb8Y1vATw/Xdj6dCmBVlZDZg6859aT9f37tOXcb9OdAqKHX77YzIXX3p5hYePz+fj7HPPY9yvE1ifH+Kd9z6kadNm3H3n7TTKSqNj21acdvKJ/DxuXNzbVdVpGKG/AlWdVdN++/2bPMJVG1wOZIrIkC250Y5dujL9z0kbfdZzJ2NoPWP69C3Zle2WXfvtxtIlS1i2bBm2bdOkaa0lbhNUzjKMJlSCBHER1cGpy58txdYQ4KxhE7IMsTjj1JMIBoNcPuyqapcd8fxzHHzAYIYecBAz/plTVsej1om3FsiyLA4+9DA+/2oUq9fn8/Nvf3DgwYcw8Y8JDN53Lxqkp3DQ0P0Z9fVX8azudODnTemv7au/2nNVLcJIBty2Jbe7c789WLxowUafWZZFRkYG33z95ZbsynZLSkoKTZs1Y83q1TRr1pxlSyvWqCWodQ4hoWac4D9Kvc+iSs/IyAkGg01DEQqB7zHqqQuraxeK0AUj9pcJ6JdffC4ffvA+H378eZUBharqjdddYz/+2CPcctsdXH/jzXH1MyrcV2PvKFWfauVigpXgAHafPn2dp54ZboPxhnru2Wd47dWXOPLwQwgEAvTfcwBXXHk1g4cMjbYrBJZ62+oO3FjVRmYsKUgFbvXbkgIbxPpefPYx/H4/tm1j2TaWZWPbNiJCUlKQw489iWAw6FLz68fBTKWuzHcsyp3AxyKSVFSi7YARGK2ka4ARnhZSpeSFXAs4O8ln7VoccauzwABg36EH8/gDdxJxHEdkw3lu3aYNv/4SVzGsi9FiiXvI1e+3naSAz3Zc13VdjfuaWpdToJGIIz5fjYYSXVexLLRaUcby7VS1KruHytpYGkMIb+mSJTRt1oySkpIKLxWuqisbRBvj3WB0qncII/oZL1HhvLiujzJ99KGotQnf55puKypKWMNjH8Yci7D37zRq4NWWIAFbuE6mLqnXACcUYfBzz7848vnnnm2AuQHsD/wVivAQcG/QR1GMNmkYP6UL8WYLzfrnbz3+mCPljDPP5oCDDqp0e6rqDrv8Uhnx3LO8+MrresKJJ4lq1Td8VXUBK+Ii4YiLzxK10HgCFpdSJYvSRatTI63sxq6BQEAuvfwKLr38CiKRCCOeH87LL4zgiEMPIhAIsMuu/cI9evR8csaM6U9hfKccVY0pjDJjSYFgxuWfBpJLHMW2BAulVZu2vPnyc6hqhR/XdSgsKCA1LZVTTzlZfJbF2oISdV1Vrf7GXYDJzJzbuWlyJaJB3s6qfiYihcefePL3QC/MebaBh4ArQhHOCvoYH6ttXsjdDSP/3zorxecvKHa0oNhBqzn2Xbv1dAFr5tSJkr7bbqQG/eqz0O7de8off0yobr9W2pacE3G0DcZEMomqH7YKSFLAz/i3b+b6h9/Tsb/+Rai4So9LAn6fk54atPbadQcJ+G1crajgXRkCWlgcIclv4zdLV3kNR5V780IRKS5xSUmyo/5p1SpxC2jEUXy2uabwAp2FCxdi2zZJSUmsXr2KRo0bb7SttQVhisIuTTICqvEFOAWYSQrnYZSMb8ME0FWlY12MzqL4bHAcVY0joHJddSOuyrL1IUnyW7RokIwIjlV1sKh48jcpSTbFJcYrpjpU1VGwikpcsQVSAz4VwY0jMC0EvgQuSw9a0QDHIU6D3QQJtjfqJcAJRWgHDAcGZmZlpZS5z/q9n6uA80IRLgA+CfpQz0TvROBJPPXYaKOjjjjM6t6jJ888NwJiPMii2Zcrh10uI557Vl4f+S6HHn6kRLwHu/cSWOGGr6rquKrFERdV8wCPuGpbAj5z5451w3cwVjVSRvG0/M0z1g21rBdVtP9l96P07c/n83HhRZdw4UWXRIpDoZKrrrzip5dfHNFs3E8/Xo0pLC4G/iAGM5YU9MQoQHejjF+P46rtAt/+NtOVjT2lSvt35JA9Zem/Czn7tJMJBPwC0NxvSX4oQk5hpLIgohAjxnge8HnnpslV3uG983zyccefEPjhu7G7lTtOqcAOwOhQxNzIgz7zdpoXcptigovDMNeGiAhpQZ8kB2zKOEPHPPaWoFlZDfjh22+sfrvtTn4oYvtsof+AgfrZpx/HevgVYzI2NwNPJfslgl/IC7kfAXcBZxPbNmCj89yscSav3HeO/duf87j0zjd0+eocDRWXbNTGEnEDAZ917nH7cOnpgyU5yTy/LVVxVfGembGyAy4gtiUSfRCHI64dcSDJb6tFxfSASRogBcUOOYUlUZsAcosikuSzSA5YQExrDgewfJaIbZm/ua5aLlEjW9Ufvhsr++y7HxkZGRQWFpKSkqKuqhQWO6zOC+N4WazFa0OWqpnR56rGCiKKMFmKUqsPYILns/YYxmctmcq/Y95hFXw+sV1XcYziYoVg0dwCsFflFcs6z6izMOxITmEJzbKCNEwNIBWNc8tuS8whEJIDtu24SijsRIMqq9y2XMAKO66UOCrRgxouKpFkv02y34LY9hAFwBLgrPSgVX5YehRwEDCFBAniZHvJ4GzRGpxQhORQhLuAmcB+QEpycgoFBRU8dFIwU8ffAH4KRTgc88B+HqNOWxrczJ8/n7lzZvPGyHc2WoGquurleF2FJ594nOeeeUpeffMdDj38yNLlHFdtx1GviXHq9eIaDZW4Eipx7fKmB65C2FFx3NLshksZBVafLdi2FesFOXrzLF2eDQJ3prYrNmXl5KPLFwJjkoLBbi88P3yo4zi9MMHhaZi09MiyK5ixpKDBjCUFz2G0Z3amooklCkQctRxXxdsvx9u43nnjlfwzcxo//fI7gcAGwV4RIT3ZL80bBEkJ2NFOKubhXwQ8ALTv3DT5sziCmz7AJGD4Pfc9GFi+fJnMnDkj1qIpmEBmTlGJXp8Xcq/FuJAf5f1towPvGSPaDVP9Udf46LQoV0CDfktWLF1gp6al8ceEDR5JEUfpv/dgKSwspLi4uPSa8vbrfaBD0MdjQR+lis7pQSsnPWhd6h3j3zAPH6jmPO/WqwO/vHOz3HbJEZKakoTnGUUwya8Ddumi371xA9eed7AdDW7AHHvbsmyfJcjGD2/j1imIzwQ3G23LVSgKO1ZxibvRefb8sXRFTjHrC0oqXPfFEVdyCiOEI6XXfemxtAUJ2CK2VfHO6LhqO67KmjWrtfSvIloScVi6LsSKnOIKbt2qytr8YnKLIrjed8zrZxHwHNA26OONsi7kQR/Lgz5OwNxb/ilz7KPft7IvD6VYluCzRawN6maumg2SWxRh7soC1pVzIXcVlq4L2bNX5FMUdtR1Na7vs20JKUm2BHyy0fdZ1QRZhWGHEqficGVRiWOvLyqhxPFuapTOOswDrga6xQhuwFignFxWVTpBgv8KWzqDcw9wAWXS92lpaRRWDHCipAK7Y/QcYo5f33rzjbRq1ZpOnUvrlKM3MFE1fi6jR31tX3/Nldxx930cfsRRFTYSfbCLoJZASZk3qKpwFMtxFL8tCIhtC9WkrMv3EeKvNSi7XCFwRNDHRiqBasxulmOO1fBy7V8jDl8mMDdv1wwxiM+CH7/5VN54+Tlee/NtOnaMLf5nW0J2esAOR1zW5ofVVf50XD2yc9Pkf+PZuVCEJMzU9gAgLVu1on2HDtxy0428/1FFlWFvuYCr3IE5NtVeywGfRcMU2/rhx5/0y6++ZPKEX60F8+awds1qHMchLT2DnXr33ahNy9atsW2bL0eN5uADD1TbstbawkFBH1WOW6UHrb/yQu6ewJHAW/H0z7YtzjpmoBwxuC+3PvGRTJyxkDuvOFoG7NKlaiNTEXy22K55SJpr0XN1rKpdxFUixQ4+LzDJKSyRorBbZRsFCsOOXRwR0oMmoPXbQoyswsbtFFRF5s+fT4njMmfufOnepx/FJZVPwbcsmzV5YTu3sITGGUn4LFng98nBQR//VLWtoI9fQxG6Y7Jo0e9BlfslIti2WJYqIRNksDwnRKjErfLYF5e4zFlRYGUm+2jdKAWJw5FBRAj4bPHbSmHYkYijhCMujmqV23IV8oojtt8ESSrIKFs4Iz1oVVXT9gOwCDN8d1OVHUuQwGN7UTLe0gFOFuVqE9LT08nLr9JUL/qlj3kD/fqrL7j0iisrfO4q4rqq//z9F8cffTgnnXIalw+7usrOqSKFJU6l26qineXzSUREano8a1R06GEDf5cPbspwKTA3+lZehgbUUHNIwCpev0LPO+tUOefc8znm2OrlNAI+i2ZZwRCmGDiu4MbDRzmX60suvYIbrr8G13WrKhyv9M30r5kzGfXNl/z6y3hm//M3y5cvJzc3B8uypEHDbNp37MRRx53IfkMOYPf+A/FVMnusQcNsfhw7ln32HWKD813zzECVwU2U9KClwId5IXc5xoIiLhpmpvL4TSdbJa7G4yBdiiWCZUuN2gAUl7hWblGkJoW9mOwlbsBvxbWt778bw003XMPIdz9i0eoiOuzQg7tuHEb/gfvSJoZitqoiXjaoxFGWrgtZwBvdW6ZWGdxECfpwgRGhCE9Sg+teRCgsca2la4scrcFxzCmK0MJR9fvil08XEXyWWPmhSI22VeIqOUWRXODJdtnBKgv2vWL5M4DJIjJWVcfEu50ECbZ16n0Wle3zUVJSdXFlZfw8bhz5+fkMuzJ24LJ27VoGDdydnXfpx7PPv7Q53dyW2BdTPLzZRCIR9h24h3TZoStPPL3J9labzAUXXcz1117F66+9yulnnFnpcgsXLuSrLz7l999+5e+/ZrJ48b+lFgvp6em0bNWaHjv14tQzzmLI0IPYsVs38ovj9wlt37ETkyfFFdMkKIeqct3Vw3jn7Td54OHHOejgQ1m8LsRJZ5zPI3ffjD8pduyhqljxxU4JqkFVV4jIacBrIrKzqi6v7z4l2HoRIMZI8zZJvQc4NTfL3cA9d93Ojjt2Iy0ttk7g0P32ksysLL4a/V3Mv29viEhXTJbswdpY3wWnHUN+fh5TZ8b10lzrWJbFIYcdzuWXXEjv3n3o1bv3Rn+/7JKLeOmF53Ech9TUVJq3aEmXLjtw2BFHMXjwAfTZeeca+ZFVRq8+O/Pph+9t9nr+a6xZvZqjDj8YgN8nTqNps2a4Xq3NnxN/Y4duPWneoqJD+ZrVKyksyKd5DdzLE1SNqn4rIi8Bb4rIUFWNP8JPkGAbpd6F/vx+PyXhcPULlsN1Xcb99CMXXHxpzL/fc+ftzJk9i1Fjx1U69LAdcj2wSFVzNndFrz73BD//MIYvvvpWMzIyaqFrm8YbI99hwMC9GLDHrnz/3djSz68adjkvjniOx596lrV5xSxbncukqX/x9vsfc/2N/2PnXXetleAGYK9B+7F2zepaWdd/hZFvvkbvHl3YZ9C+fD/uV5o2a1b6t5nTpjDs/FM59ZyLY7a95qIzaNaiFYMPOmIL9fY/w+2Youbhsaac11RwJ8H2i9Txf1uKeg9wAoEA4U0IcJ5+8gnC4TA777JLhb/N+ucf7rvnTu6+70Ft3bp1bXRzW+FgjPfMZvHn5Ak8dPfNXHnD7ey622610K1Nx7IsPv9qFEcfcxwHHzCYDz94n//ddAPDn3mKN996lzPOOqfOA9gBew0iEomwckUisx8vDz9wH++8/wm333XvRlnakpIS/nfVhVx32/0cfuzJMdtOnfwHZ100bEt19T+Dl7U5GugAfC4iLQBE5CIRCQP/iEjCPyPBdkO9pzYCgcAm1eC89urLWJbFgN13JS09nf32G8yNN99C9x49OHDofvTq3YeLLrm8Dnq8dSIirYFGmGnZm0x+bi7nHH8IA/ben3MvqVi8XV+88vqbZDdqxMknHIuI8MLLr3HEUUcTj3Da5hIMBgkmJzP66y85+fSqDUMTmNqtObNnsXv/PSv87eEH76VJ0+YcevQJlbYNFRWy934H1HU3/5Ooap6IDMUY2v4tImswkhzXAO0xQc4YjL3DB6qaW3+9TVBfbC+5vG0yg+M4Dn/NnMHId95n+er1XHr5MKZMmcxuu/QmMzWJVStX8umXo9DyQh5bGbXcv2uBlaq6WbLsJx22D+kZGTz96vubvI6o8vGmtKuKhx99nPMvvAiA+fPmblLfNpWmTZvz+68xxZOrZWu/DjeVys6z4zgEAgEKCws3+nzK5Em88uIIbr3/yUpr72ZMm4xYFs1b1l/mdVs4X54I4qa2LVHVW4DmGM2gHVX1cVW9AjPb7yeM0vlbAMtywrIsJ7ydPPIS/JfY0gHOAoyGSyk+n49IJILrVqqH4ZT7zSsvvYht2xx62OFkZGTwv1tu469Zc/nh51+JRCLcesfdJKdmlIrx1QAnYAs+S6r0OiqLJRDwWYrJhsW1MVWluMRxC4odq6g44ro162Mh5jiW53CgKhfO+WwQPovJzVdewL8LF/D25z8S8Nk0Sg84YgZMKxcrKYOxc1AijqZEHL05L+TuEU+7vJDbqCTiDo846o84rlPVA+axJ57myaeHc/edt3P5pRcjxnOnpmOcYTH7FIq3QcfOnfln5nRSA/aheSH3xLxQ1XoxAKvzI0mr8yM3hR1tHY5UvV/l8fssNzXJtn221OTiUDZ4HsWFAClJttuqYVDSk33xtxMoirj2+qISLXE2bvb1l5/Tb7c9KhT/j/12NMccd7z2792ZbHNtVWD5ksX4fRvP/A/6LVpkJWmrhsHL8kLu0IqtqmQFNTjP4YiL46pmpwfsJH+Nbo+REsdVzyw2bvw+y22ckWQnB+y4zrOryt+r8vSdqUsz35u29MG7x8zZsSbbK4uqFqjqPFVdWOazXFV9DDgTGHLBpcMeUNddDUxblhPut6nbSrBtkajB2TTuAM7FmC0WgacF4fPhOBViisq+8Dri+eHstvseFYpIzzj1ZHru1IvzLxlW+iiJuKo1ebiIiAlabMGWygMWAZJ8lpMcsBHZaDZYlQ+JiONSWOxoiVFPxlEoDDsUm7tjVU3DmADlFmCj/L6IZAKtqXp46kzgBiAfYzOwEZ9/9A6fvPcmj414kx06tnFbN0omOWBH6w7LquTGRFVxHHWdDa+VrYAxeSH33byQ2yxWm7yQ68sLuZdggq9jzXqMgrDjREWDK3L2uefx5tvvhl54fjg9unb8HaNgvJRqAjhvHwqBTwM+a0eMZUURVZyz6Hnut2s/Fv+7CBEJYsw/J+SF3J0qa7c6P3IQMA9jeCoKEnaUkmoCOMsSx2cL4un0JfksTQnYGse0zbLnqLzqdUz8trgpSTY+IwpIRrJPWzQIarCaB7tt49pRkymF3FCEvFCJ4ykO8/zwZzj5tNM33i9Bw+EQgUAgui3aNkohLbjxg33hvDkkBY1Ulm0JTdIDTqP0gPpsSyyRBhhdoVF5Ibd9tUfE0At4hWrOs+Mq6wrCztqCsPFQsMzxaJDqd2OpM5ejAPhu6fpQTxF5xNtWdbOUPLVpozSdEfRpo7SA+u3Kt7Uyv5jP/lquU5bmqKNKxNWewMS7x8x58u4xc2p1JsDS9cVNX3zj3fljR39z1ZC9d2/49huvdguHi79flhN+c1lOuEltbitBgvKIyEsislJEppf5rKGIjBaR2d7vBtWtZ4sGOEEfGvQxEmgLPIO5ETiu65ZPWZe9WW/kyxSJlOi0qX9yeRlxP1XlkYcfdhcumM+b73/qsrFgWdmHS6wgoqxtgg0gIraRwRf126Ll3zT9tmhKko15EG2kGBvLUsFsxFUKiyNOqMSNGglGj70FUOKoFhQ7RBy3fIo8+lD+AOgY9PFw0Ef5oqXLgVxVnVl+56J0b5ka6d4y9UlMgeE7mGOvAAvnz+GmK87jzPMv4bQTjtKsVL9aspE6re3tl5bfL1Ul4rhOxFF04/0HY6lxODA3L+RekxdyS1/N80LuXsDfwH0Ya4moIIrxMVI04mis8xUBCo886pj7srMb7Td//vzdMpLtq8b/PK4DcK93rGIVdRUAs4DB6UHr2IapvlnNMwOXALsAvxMjOPLboikBEwDss+/+5OSsj/4pFeNu/mteyB2RF3IbRv+wOj/SaXV+ZCzwLtCCDUaHlrdfhB1jcFR230RQn22C67LXlIhYliWSHLAJ+i0nxuMvljVALF+kUjy7AA34LJUy59kSsW1LJDs9oI0zAo6v3IPdsnB8NlG13rLXPGFHWVdYwgcffuCuXr2K444/qfSPPlvUskSnT59Gjx49pcy2aJyRpK0aBt2Az3R9+p8Tada8JZnJPrd5VhJJfkvKOXenAIOAGXkh9568kFulkWTQx/qgjwuBfhi7l43Os6qSHypxV+UVR73KSvfJGHKKNEzzk57si3XsC4DFwNH9OmQO6dEybWbQx80Yn7dvy28rusly/y49zz7bkoapAbKS/U7ZQ18Ydvhh3mpn7NzV5IcdcXSje0cyRrF54d1j5px+95g5m3VPX5YTbrgsJzwC+OXAQw7v9N0vk6wbbrmDjz94R/bs2yP5peefOa6oqHDespzwsGU54YT9w3ZIVAenLn/i4BWgfCHe9cAYVe0MjPH+XfW+1Od4cyhCZ2BEsl/2Lgy7iFSvwvr88Ge59uphrM8PoaqO46q9fNVa7dahhVx02ZXcfNtdVTV3ANtnCZaUGgZWq+BqfGlwFewkn6USn6uyA9jq+ft4/jLxKBerJWjQb1uWJfkYmfWzgj5+q6yBiMzEqBcfWs26S5mxpGBn4KVIpKTDoL6d0tq0bcv43/7Qcg+TWLiApaqO66plnAGqdUkHc7Nfi6kVOh4YQvUux4p53ju2JbaIFAJjgYuiKski0h3z4JoF9M0tcppjDFmj6w9hAp5rgBfSg1aFrIZXX3AU8CyQaouklD/PkUiEhulJzJi1gHIz80JAiareFDZu4hezwf28yn0TcP0+sf225Xr7Uo3dgTFjLC5xXO9ZHO815a0fK+i3HGNPVfV5Npc8Vl5RiZMfcizLMue5KkdrVWXInn259e4H9eADD5Akv+2IYEc39cB99/DvokU8+czw8u1UQfJDEWf3Pt3tPn368tJrb1bn1A0mmC0ELgQ+8JSjK8Uzcj0ac55TiiNOSk5hiXqu7NUde0fBzi+KaKjELcEE2ncAj/brkBlziDQUYTAmS9gQExRHI6i4zvP6whL3j8XrmbEiz3K8z6pqh/mOzQPOvHn/zouBQlWtUiY+yrKcsA2cg9HQ8lNOcR5g0h+/8/hD9/Hb+HFceuW14YuvuHopcHbzzMDY8ssm2Hbp2qO3Pv9h3Z7SvXfInqiqFadAl0FE2gGfq2oP79//APuo6jIRaQ58r6o7VLWOei0yDvqYneyXQQAiUkwcUvEvPD+cPbzZGa5CqMTlonNPlwYNGlYa3BQWFrJDu+YM2HUne/jTj0eLmjd6A60KEWPEF/RbeA7h8Rw3G6A44lLG1yqeduIqUhh2XGAY0LOa4MbGOGw/Hse6S+neMnUi0GfOP39dl5ebQyQcprCgIJ7Y2gJja1GmdCgeydlUzDDaSOAQqg9uwDs3qojjaD5wSNDHoWUtIFR1BtAVaAfMyUi216QHrSOBA4GpGMPWdulB67lYwQ1A88yANs8MfAC0s4QXg35Ly59nn89HSkoqo7/+snzzIJAecfURTCYtmfiOhyiI37bAu8SqbWACE7wgtCbXlAVISsDG7Fb1cyRExLJECPgsy96Qqaxyvz778F38gQB77rOf+HwWGyc34ZTTzuCTjz/k5ZdeYO3ataV1d+IN06Ql2bJy+TL6998zXk+3FMzMwdeA/tUt7GWQ3wfahiPuK+sKStQL0OM59rYlQnqyT5MD9kSgU78OmfdXFtx42xsNdMR48EHVhrplt2WJCLNW58v0FbnimJfQeM5zKtBj+CVHTwCWA7k1sI85HngESCdGcAPQd5d+vPr2h4z68TdeGvFs4ORjDm2n6n65LCf8n9Li2P6p6wocAWgkIn+U+Tkvjo41jU6i8X5XO1Ra77Oo2PAWupRq+uO6LjNnzuDSy41Ghqraa9eudcaM+pp7H678+X75RecQKSmhRcvW3H3bzTTPTmPP3fpaL784Iu5Oeg+gTZgahEMNPH6imwPcoI8XPE+dqjgdk0H4tqZd694y1T16yB7P/Dn978LVq1fTrlUzfv+t0liqPBbV1HhUQU3lCSw1/lsxJam9IskOmAfeQhFpnB60fkwPWr3Sg9a51ZgRltI8M1CYEvA9IyL5sf7etFkzfv01lmEzYM5ZTVP2pdFNjVptHODE3cprWjOfNe9ajGfZsaO/5rCjjvXq2KRClrNFixbsvkd/Ljr/XFo2zSY1ySbZL6U/aUGfVVCQz/5DajxFPIwZ5oyLoI/CtQXhZzBO3DVCRIrSk30v9OuQGddsRW84+RmvjzU6ZyWuiheA1ayLG1tcxCvjHvfxa9OuPb9O+ZupUyazYP78EkxglSBBTVitqruU+Xm+LjayNQU41fLxRx8iIhxw4EGln91z+82WqjJ1ymRycytKNixftpRPPvqABx57inc//oJ/V+Xx9gefOunp6Vx+yQUsmD+/ym3+9usvHDhkEON/HlezvdpyHI2pZdlkOnTsyLxFS+g/YCCD9urPM089WUtd23Ko6hpMFmctsEJExonIziJygojMEZGHRGS3zVFr7dS5C5MnTaqtLm9XOI7DpAm/stegwVUud+zxJzJwr70pKlHW5RWxbNU65v+7jL/nLGDS1Jn8OXO206ESx/oE8XH4FXeUffEYICLfiUit+l74/X767d6fSRN+SxiGbW8I3sSZuvvZRFZ4Q1N4v1dW12CbCnBefnEEO+7YbaPZU1ddf7N7xNHH8vKI4XRs1Yg+3Tpy603XsXbNGgDOPeNkWrduw9HHbph4NGTIAfTdeVeyshrQrn3lkzFuuel6huw7kNn//MOBg/dhYP/dZOHChZu4m3XGHhhRrs3Csiw+/fwrrrvhJq4adhljRldmVr71oqpFqtoVU5yWDkwAXgJGYWo1XsFkeB4Vkf41zWb879Y7mPXP30yfNrWWe77t8+6br9K0WXN27FHpxDIADjn0MH4Z/zORSIRgMEhWVhbNmjWjbdu2dOmyA+3bd9hCPd5+adaha/lM8z7AvyJy8Oasd8H8ufy7cAE3XH0ZV192IcuWLmHVyhVbwzMkwX+DTzEjFni/P6muwdZwccYd4Pz26y8cfexxG33WvHkLnn/5TeYuWc334/9gtz36M/K1l9mhfXN6dm7Dr+PH8fTzL1dY14fvv0tycjKRSMXZnKtWrqRf35489cSjPP7UcOYsXMoPP/9Obm4OO3Zuz3FHH0l+fsxRjC2Kp17cgBrW31TF5599SpMmTdh70KDaWuUWR1VHqWovzGy9YuALVb1FVXfE1OasB57H3PSfEJGB1dWXAPTu05eeO/XignPPrMvub3Pk5+XxzGMPcN0td1Vrnrt0yRJatmr1X/KHqxeSUlJv8v63Z5mPPxeRtpuyvimT/mDwwH7su+fO2JZNVoMGdO+5E2dfcHHNfXYSbPVIHf9Uu32Rt4BfgB1EZLGInI2ZcTtYRGYDg71/V8nWEuBUW9syZ/Zs8vLyOP/C2AZ9AN177MTwF19n9r8r+e7nCfTZZVeOP+lUdu8/oMKyTw0fQW5uDqeetHHA9Obrr9K1UxuKigqZPH0WZ5x1DmAebn9O/1vfevcDfv3lZ5o3bsA1Vw2rSqBwS3AFsEpVV9XGyoZdfil/zZzBj+N/3y4eQKr6LyZ786KI3C4izVR1hqre7lXm7w+sAp4CFovI0ycff3Q/J0bQG2X4iJeZNvVPRlUsNv7P8tlH79Gla3d22a3aOl8aNW7MmtWrCYXi1t5LsAlc+fp3T2AmKXzPxtNpX6rpukpKSrj6sgu57+Enmb14DXc98Cg3334PDz7+LH5/oJZ6nCDBBlT1RFVtrqp+VW2lqi+q6hpV3U9VO3u/q62t3BoCHAXsWJmUsjz4wL00bdqMrKysuFbao2cvXnvrA556Lvb3efCQA3j7/U/48vNP+frLz8nNzWXofntx0flnc+75FzLtr7m0bVvxZefwI45k0dKV3Hn3fbw44jmaNMzgjttuiZkJ2gIcRvxFhFXy2Sef8NyzT/PSK2/E3O9tFVU9HpOibwz8JSKviUg/ERFV/UtV7/SyPXsDS0aP/ua6zh1apf3vxuvIycmpsL4ePXfiuONP5NijDqN3jy589slHW3R/tka++uwjDjnimLiWzczMxHXdWMKeCWqR1MwGeIrEfTEu4lHX3H1FZEhN1vXc04/TqHFjjjruxFruZYKtEaODI3X6s6XYGgKcMOCrKkBYtnQpb7z2KhdefEmtbDCaLtp7n0EcfezxHH/MEXRo3ZS5c+bw0y9/cN+Dj1a7jiuuvIqVa3M59fQzeeyRh2iYkcIpJx7H8uVbxnHaK5Ztj1HVBSAUwQpFan5O//33X04+8VjOPOscjj3++NrsZq2hqpv8rVDVv1X1IsyU3WnA28AfInJstA5HVWep6j0r1+YfPWrMjwVr166hX58evP/u2xW8iUa8/Dp/zphNy1atOfWk42jeKIMLzz3TWr5s6WbsYd0wbeoU7r/7dsZ+OypmEf7msnD+PGZO+5ODDjsyruVd16WoqIjk5ORa70uCiqjqImAOZhp4NJPzjYh0jqf9gvlzefaJR7j/0aeqHX5MkGBro94DnB27dW+Xnp5eEAgktfMEriow7PJLadasOdfdcNNGn4up3bEr1fSPgRrsqETuCy+/TrfuPTjl9DOYNX8xO/XqHbOd46qDEUYs7aPP5+PRx59k9fp8Hnj4MX4ZP54ObVowYPddGT/eTCcWid+jquzmBHyhCM+GImRVskx0KtkYgFCEocBCYHEowqGeqFm1iIgM3KNfoEPHTu7Tw2s0U69G/lseEW/5Gvn1qKobcbX3spzw5ctywps8dqaqa1X1QaATcCtG/G+KiBxVpuB4bafOXaynh78Qee3Nd7jnrtt5fvgzFdbVrn17vvh6DMvX5HHxZcP4fuxo6dmlLfsO2LUmgYTj9auG6YyK1/uxhx/IdVddViEYW7Z0KQ/ddxfHH3kwzRplcfWVV+i3o+M3orVFQlRh1fH5x+9zyJHHlNoreESM00ZFX6Z169aRmppawWYFQKT0uqjJuK+LEVas6ZvFGsz1W5PUa1QQcEkNtxXyfmpUr5Ke5AtLzX3WHJ8l/gM6Nnl+yqK8qE7IOxjrlMfKLPexiJSdGr6YGOURr774PKeccTZt28Us/i7BaD7FJcOQYNuhvmtwaot6DXDyQu7B9z3wyC95eXnp995zp7iefH3ZIGLa1Kl89unHGwU3quq4qhSEHSkIR3C9qKW67bmeqvDC1YWsyCnGcRURcX6ZMIXHnng25k3XVXUdV5m7Jo9R/yxnRV5II+XcMS3L4oILL2LuwsWMHvsjrir77zOQzu3b8OZrL5HkLxWnru5BpgA+W0hJsgHOABaEIpwdIzNzJjCnqETbhyKMxlg5tMI4BL8FfBeK0KW6YwJ8smLF8pIvvh49HM86o5rljYeOJdjGN0eJ74FUgFEh7oaxVCgitqVCKarqqCrhiCvFEdcG7gZmLcsJ7xPH9qpar6uqn2PS9jcCNwGTROTojGS7odfH0bvt0b/w3Q8/5b577mDG9Gkx1xUMBgtuvuX2WbPnLxnw0OPPXLd82TJ3px3aMmN6lTOtSq+fwmKHiFN63Vfn9+W4rmpxxBXP0kOj35VFCxfy0vPPcvZpJ5JXJsAaPPRAbde+A+3ad+DO+x6iYXYjvXrY5ew9YA++HT2qqs0VAWuT/PbZmOG7WcSwHpg3ZxZdunYv+1Eh8G1uqKSbiNzv/bs0iJg5Yzpdd+xWfjXFQL6IXAPsDEyMta0YFGBUrPulB60/41i+lHbZweVAd8wLQmE1i0e39Q+wX7vs4Dc12VbQRwjoUlJS8uHif/8NlZSEq7tXFQBLerXIPFzhSIxGWHV9VEugRVqQfdo2wrbkKGDelEV5w5KCyROBLFUtxlzvYK7xF6KNm2cGvsQUbs4G8iORCN9+8yUfvfc2B8fOzhVi7Ci6Nc8MVDtdN0GC+qBeApy8kNs5L+SOBd5RtBHA/ffcRbvWzaxRo0YRvddHIhEOHLIvu+/Rn/MuuDB6QydU4rA6r5jCsCOqUFTiWqGIK95DosID2jWWDqzKLZYl60JW2FHWF5bInBX55BSW4FbycIm4rq4uKNbv5q7kn1X5dkHYYfyCNfYv89dIQTiikRgVxnsOGOCM/+0P5i74V/v03ZnLLrmI5tkZXH3Z+eSsWxMNdGIFBGoJajyH7Ki8fRDIxLx5TQtFKOvmu9cBBx6UC0zH1JiUFdtKBQYAU0IRHg5FSI91HkTkYeBgYN+ObVtejPFX+oXYD5fyfRZLBJ8tlrXBHjZWcBT16zkqPWgNTQ9a/6QHrTsx6stfEePGHT3PEVcpCDuUuKXDU6mYYbkvluWEP91cBVVvO59j/KhuBd4D/spIttulB62DgMM7deq86PY77y0+6/STKSraKCFRjBGKuxrolpFs/3zVZRc+8NxLrzVo1qzFv/sN6MfbI1+PdTzKBoS2AsUR1y4KO5j4vmIW0wvIKCpxJKeoRDzfLyKuStTg8odfJ7mnnXkOn338AR1aZnPPHbewdOkS93/XX82C+fNo3aYtkZIIe+83xPrht8lcfOnl7pmnn8KfU6aU35yDCW6eBdoGfYxslx0cjwkGrvL2OQRmuOmn78YwYO99wZznf4Ej2mUHD2yVlfRP0MftGJXpr4FC13V5+MH76dt357LHoggzZNg+6ONpL1DZDTgLk2WJ9WAvBFZjgvzd04PW9BjLVEu77OCCdtnBA4AjvL7Huu5DQC5wJdCjXXbwl5psQ0SSRKR1sl8OyEgJ7Npth46FbVo0dX/84fsiVS2dpOC6Luq6YW/f7gI6BH18fdN+nb7EiFjeQyU+a5bgpvlt3aNVQ/o0z7STjK9XEub7cuf1dzz0SqPGTaNmnGWLEo8XkX2j/2ieGfgZ2HH8Tz/ct2uPTvrgPXfovQ89wU69+5bdXAHGPuaw5pmBg5pnBrY63YwEtcB2ksLZol5UeSE3DbgNuAjPr+fLzz/l5ZdG8PJrb3HmqScy6puv6Lvzrrz17gdcc+Vl+u3oUbJo6UqCycmu4yo5RSVWxKm8zwHbcv22lE49V7Byi0qcdQUldmW7muSzaNEg6AZsSyxLxHFdN+y4MmXpelldEDtDLEDHRmnarWmGWJY4YoyBhXK+TOFwmLvvvJ1XXnqBVatW0axZc3bvP0BPPv0s9h60X+nyQb+F7bk6V4JibrYfL5g/b/yOXTo++eeMvwu7dNmhOsuDIu/nMmBk0GeyByLyEGaWxUmq+k50YW9o6zDgOYyWTAobHspV+hA5rjqqRP29NvLrSQ9aMQ9kXsjdG3PTbQqkqqrrKhRHHMut+tKMrv8+4IHmmYHNnpbjTRWfj7GU8Kmqkxdy/Y7jXHbW6Sff16BBQ+uxJ58RzHkYCVxbmUpyi5atnlu+bOl5p5x+dskjTz7rx5xni2q+3j5bNMm4XDoiYqsaB/LCsFPp9Qtgizgi2N+P/ZYrLj6XpUs2HkW5+vqbWb1qJT//9CNr16xm6EGH0KBBAz79+APOv+Ai9/wLL7bS0tKiGZFzgz5mx9rOgjWhhsD9wMk//zA26Y6brpFvxk0sxHyvH2+XHYyZlQtFGPTEY4+8+8H77zUc8/1Pls/nK8DUhpwV9BFTPTEv5KYC/8Ncu1GV6BJMwH93etCKJ8sTFwvWhAIYq43bMENXPkwQ+zpwfbvs4Lp41iMi7TEB0+5A2SmaJcCZqvqmz+c7QURe9fv9geLi4tIgp1279jnr1q37PCdn/aOqOrH8uu8eM6cVZXzWBOPR1q1RmrbKSK5Uw/KTd9/gu1GfO4+98PbXV51/8rNjv/5sI92s8vVtIvJJVoOG02fOX9YUOAnzolXi/dwCPNk8M1Bl9jXBtsuOPfvoyx/XytyVStmjU4Nqvahqgy0d4DwGXMAG52jeGvk63476hhdfeQOAqX9O4ZQTj2XB/HkAfPrFKB20335SUOxoUUksQ9+KCOCzxHVUZXVeWKoKiMqSkewjM8XPwnUF7vy1BVU793kk2Ra7tc12s1MD1Xr8TJs6leeGP8PYMaNZuGABlmXRsVNnDj7kUM674KJ4Zy+VPPHYo/Ydt/3PWr2+Rlo8hcDBQR/fi8j7mNT3RsFNWUIRgpi3xiuoQcytqjiOumpE9o5MD1rVStrnhVyfql6qysNhxyXi1qigOATc1jwzcH8N2lSK590zCliiqqdGP3/0iWc63XHrzVPfevfD2XsO3Ou0eIZEvNqed3fq3cf68tufNBAIxJ0x9fvEtUWsorBDpJpIr3R7GKdwwM1Zv976/rtvadCgIXsO3Hujaf8L5s9jxPCnGPX1l/zv9rv5/OMPdNyPP0j/AQMe/+SjD4fFM9y7YE1opxOPGPpdvz0GzBt23f8O9YZ8Ku+bCR7/feW1N988/sSTDsNkKd6IBtxVkRdyOwBPe/+8OD1ozauuzaayYE2oOSaAagFc3C47WOVYo4hkYQL/wzAvbm0xAmTfA3sCO2EmAoz1ZAui7Ro/8NAjgfMuuOh/WWnB8wcPGXr36FHfLMMYXjbE+Kh9icmWRICJqrpaRJIvf+nrgW07dnm/UXIgpWujNNvzM6uUv6ZN4aJTj+C7KQsiwN992macA/wa/XvZAEdE+gAfA11UtXhZTrg3xmpiATCseWZgRZUbS7DNs2PPPvrKx9/X6TZ275S1XQY4L2PqSkp56onHWLRwAQ88/NhGy77+6svk5uZw0SWXs7aw5i8LBaEIBcVOtU7h5Zm7Pq/GFcFtslLo0yorYltW3AWwruvyyccfuq+/+or122+/snbNGtLS0ujdpy9HH3s8p51+BikpsZMz+wzcA8uyGftDjewjckKh0MkN0pNvAHYF9lPVKlcQirADJlCJOcRVBYXAlUEfz8XbYFlOOBVYR839nADubp4ZuHkT2sVERFIwQ3+nqurPZT6/CDhMVeM2SxKRThmZmf/Yts8a/f0vtK1CObssrpcRIz7jzlJsS+Jx4Qbgheee5qF77+KcCy5mwF6DVh06dJ9lwFzgFFWtsubDk0qfCbRW1WojbRFJwgxvpahqvWgq1AZeMXp/TBDTsMyfXEwNy3hVjTubKCI7YKxWrlbVh73P0oATMCrlZ2Fm/rXCDJW1Bor2GXxw6OZ7H8/Oblyt3yAlJSXs06stn/4whezGTRb1bpPeVkSit7kWatyZW2KyV+cAd6jqrfHuQ4Lti+0pwKn3WVRr164hu1GjCp+fevqZXHzpFVu+Q1sIy7I48qhj+PCTz1myfDXLVq3j+hv/RygU4sbrriY7M5W2rZpx0gnHMurrrzYSFJw2dRpHH3NsjbYXDodp27Lp05g6m17VBTf/ZbyH+/2Y4uOyvAB0EZG9a7CuOdNmLVrcqnVrdt+5O19/+VltdnWzOOf8i/ni2x+Z9ucUbrzmiizM0EcR8IGIVKfgdgLwcTzBjUdnYAWbbtBar4hIexF5HNP/nzDBTdlhqwtVdWxNghuPWZiA6YnoB6qar6ovqOrZmCHiXsBATGbxGKB5oyZNw8cf2J+fxlZf7+z3+zn2lLO5/9Zryn483vvdSUSOwWR0mnmf1VmGLMG2wVbqRVVj6j/AWbOa7Ozs+u5GvZOVlcVV11zLT+N/Y21uIZOnzeToY45j6p9/ctQRh5KREmCnbjtw/rlnU1hYwKmnnxn3ugsLC+m5Y+f0wsLCxkBXVd0sc87/CK8AO4lIaYWlqoYxxcj31MS0MyUlhbHjJnD8iadw2glHc+tN19V+bzeRjp0688rI9+jVp28YGI7nTo/Zz6o4Bni3BptqCyysiaRDfSMijUTkehFZgQkAonPhz8a4bzcos3inTdmGV+j+i6rGTFOr8VdTNQrc56nqR6qad9M9jy1+8NnXueuGy3nt+erNcXftvxfr1qwu+9FZwIvAQ8C5wAWqeigm+/pCxTUkSLDtUe8BzprVq2nYMBHglKdr1x155LEnmP7XLHILw7z7wcd0696DLz77BIBnnnqimjUY1q9fT7cuHSkoKJDR3/1wdtk6gASV402pfQh4Q0ROLvOnkZiZbQfFbFgFjz39PE88O4Lnn3mCPXbuwZrVq6tvtAUQEe596PH1GNXbnsC1wNkiEnO4UESyveXG1mAz3wJ9RCS12iXrGS9bMwJTBH04JpBrrqrnY8Qi31TVAiCqCHoIsMWj1j677sGrH33Lx++8xnOPV23L071XX+b8M4PdOjdu7Q1PjQOuUNXdVHWoqn7hLZoOZFS+pgT/BbaTSVT1H+CsXbuWhokMTpVYlsVBBx/C2+99wOLlq3nsyaedO267hScee6TKdsuWLmXHzh3wB/z8NWte7u6798/bQl3eXngSeBAzEwwoFeW7GZPFqbHo4Aknn87E6bMJFxez0w5t+fjD92qvt5tB0Aj1rQf8XoZvNkZCYCO8AOUe4AcvCIwLb1mHTaux2iKIyAHew38eZop6e1XdwxTAm+n7qjovut+qeqWqiqp+UV+ZqWYtWjHi7S/48qN3eO+NFytdLqtBNm9/9TOPjBi5EhiEsXipcAPxJAlqJMSZIMHWSr07KqpqTIG9BJVz/gUXES4Oc901V5Kd3YiTTz2twjJz585lt5170bJlKyZMnkogkDDFqymq6niutsNFxCqjUfMJZuryxWyCk3uLlq2YOH02V112EeedcTIff/AuL73+Tr1+D/6aOd2HqcGY7H30Iqbg9OPoMt6w3CiMcu21m7CZFDwNnS2NiDTCFO12xmQpijDK3xMwxbvlDWtvjKVJtDWS3bgJT736AWccNZgduvVkp779Yi7XtHlLmjZvWayq34vIJGCyiAxR1SoVHxP8B9mSaZY6pN4ji2BykMLCeIREtwybel639PvbpZdfweFHHMUdt91S4W/Tpk5l51492KFrVyZPm1lfwc2W/IrU5baSMDUppS8D3tv6hcD/RKTVpq744See4b1PvuK7b0fRvVMr5sz6Z7M76ykc17jdk48+lAa8XKYW5D1gFxEpq4bdH1Nce5iq/rUJ3RuF0V7aIojhIBEZjZkddgmmFsjGmK8ejxmqiSVlsE3d4lu37cANdz7CzcPOIxSqPgGjqrmYIbYT6rxzCRLUE1s6wJlLOWXSrKwG5KxfH3NhV5W84kh01kWNZl9YlhRTjRXARssLNM1Mcg7asTm7tmrgBH3xHZoGyQG6NE5XVXyOMeCJd5Mu5vjX9C0xKrjnHnr4EaxcubEsxc/jxrHn7rvQf889+Wn879GsQNSvp6ZukGu9PtZknr5i3tRvDUWIa7ZRKEKzrBT/y1kpfn9KwI5P7Ajw20Jmsl+zUvyXhCIcHq//Vg0pwfgBNSv7oar+g9FmeSyOdcynEqn9vQftx4y5S1i3di3PPmWSQZZAapLtZqX47SRfXHJMRByXD/5YrIc98bN93it/uHNWxDcaGXFcVuYWOzsP2D+lWYtWp01ZlJcM4NWYfAYMLbP4IcCHmzEcczVwaRwztDYbL/D8GjPE+DLQ1Ks1uVxVb1HVa1T1KKAlJugp67DdXGvsD7bFmUs55eX9DzqcLjv25NXnKiYVfbbQIivodmic0jov5N6ZF3KTgUmYWqoECUoxdTJ1+9+WYksHOHcDp2HSwYUA8+fNw7Y3lu1QVYrCEXddYQklFUX64vJxSQ7YR2IKQRdSja9NZrJPOzVNIyvFj4jQND0ogzo1oVN2mmtVci6SfBa7tGrg7NE2m2S/MWVyFY046rrV3/9jmRfG5QFFmTfLIUOHaigUIhQyWf+vv/ySofvvw8GHHMaX33wbDW5K/XqCvtLhh7gI+lgF7EgllgoxcNmwX82AL0MRPglFiJnlCEXwhyJcDcwVkcNFhIDPIjPFT6CKB7slkBb0OalJPrUsERHJAN4EfvS0e2oNb8r4G8B5Mf58L9BLRE4UkarssYdirv2YUvtXXno+fr+fux94hCSf5SQHbCOLLUJywNaMZL/6KrsQgSmL1nPmixP0lXELNBxxmbuqQC55czL3ffGXk1sUOzZ1VVlfGHaX5xQbr69QSJo2b9kUWDhlUd5RUxblCaa4dpiIdBaRozGqtp9UsZ9VoqozMQJ28U8B3AQ8sbrfMNmZXqo6srLp294MpaWqOhoIeDU1NTXurA9OwQwT5lNm2O+KG+/grZeeZdZfxr1CBLLT/E7rhskE/VZ0mPFKYME/cxe1BpqJyMBoexE5XURURD7conuTIEEdsEWF/qLkhdwU4KaFCxdcuVvfnsF/5i0mMzMTgBLHJb84oq6WOveWxyV2MXYYo/h5N/Bwu+xgMcDv83L8wKWYQlE/JpMBQNBv0SIr6PptC8uSCttyXHVKHNf6c9l6WZlv6ikF6Jid6nZunG5ZIq4lFdopZmKKY1sS9ZQqXSWVy/VXJuoWFSuM+fe0oI/PvvrGWblipX3W6adw+hln8cxzI8A8TAsxQykfxKMYWxWhCPtgLBWasLHvVdm+xxJWjEq83wc8EPRR7K1vf0ydR3aM9RG1bCgojlhOGSXfZL/tJPktG3Cl4rF3MNfBc8AtQR+1UlQtIjtiijLbeFPFy/5tb8y02jYYXZSFGNXXsr8XAnNX5ZU0xBQuD8VkuXjt5RFcffnFfPDpl3rA0KGlFg3R9UcikegLgEYcdQvCkVLLhpW5IR4fPduZujjHDkcqJgJtCydg2/a5e3fQQ3u3ENsS7+XBYX1hCa5uuKYO36cPtz34DH123QNMUDwVOLtP24zTgVO9f38EjNicgloR2Quj7Nu9LgT/RKQHxkDzQlXd7h/SUxblZQMPACdiprHLN599wP23XsPDT73AkYcdggiViT8WvDXy9UUXnXdOY8eJDMb4w72BGY49UFW/3mI7kmCrodtOffT1T3+o023s0j5z+1MyLk+XHbrenJqaOuyHcb8luUhqQXHEKXG1Wr+eMkRv0IWYdPSl7bKDMYdhfp+X0xQz5nyEbUmwaUaSm57sswW0Ok2TiOvq+qIS99/1hXbXJhkasEXt6itCHYxyvlqWuN5DKzosVRXR7E7Z4atK2zRv3JBddtlVx4wZLVcMu8q95/4HXTb49dwV9MWVeYmLUAQfprD2bsxNMEAVwVc5CoEcjHjecRjhsiqnDHsPUilxXKfEUTs5YCPlAoBKKMK81V5OnHYA1SEiYzAP97cr+buFcXJv6/20K/e7LWZYYdLu/Qesu+b6m49OTk3NPmTw3snXXH+j3nrbHRojYCMzNYm7732ASy67HK/o1copCruvjlvI+38stsLG2r7KayrJZ7mN0pLkhoN3lOy0gBtxVLTMd+zDt17h5Wce4ZMfppQtdHYxXkwvAjf3bpOeU4PDVSned20MMFJVa1VvxSsk/gNTIDyyNte9tTNlUV4fzLnqHLAlbe70Ce45p51oXT7sai64+FL8/konr7lvvfl65PxzzgiIyEpV/QA4CmOs+n5NZsol2D7YngKcei0ynj3rn0+mTJ7kXnbJBffmhkpCnmt0TQboBCP/PrRddvDoyoIbgH4dMlf065B5ErBPywbBnIxkn1giVBfcAPgsS7JTAtK7RRbJflviCG4g+sA3q48uH0+7ssdAqmuTmZnBt9+Okltvv5N77n8QzBTXHkEfN9ZmcAMQ9BEJ+ngc4+j9KxuGo+KxBkjBBAAvYiTtq9VD8YpE8duWpJhhG+IIbgCSMSJsw4G94lg+Hp7BeA3FxJteu0RVx6vqW6p6r6peoKoHqOqOXn9OB376dfy4pKMPO2DZwfvvFQwEAkRKSuSbr7+ycnI2xBDfjh7Fbjv3JhwOM2f2LMAEUSLCZ5OXyTsT/pXiiEt1wQ1AccS1lqwvEtsSSsoFNwAjX3qWux4bUX4Wl4U5judiMgS1ghe0PkAVx3JT8L7HLwDv/deCG4DebdInAzsD57dskOzuvdde8s3YH/l29Nfs1X9XJk38o7Km1oknnxp46tkRkRdeeX08Znbg+ZhSgkUicp+IHCMi/UWknWe5kWA7J6GDUwuo6jRgyqsvvzjBVZZtQn8sYE677GDctgP9OmT+nprkmxbrbbkqvIfLpmQCnJqo3kY3V+53pbRo0ZI2bdpy3Q03gTkeHwZ9dSu17tXmvILJlGwKNfJX8o79phR9lhBHIBUnnwIdRWSTijJVtVhVJ3kS/Beqar9rb7ipxYeffB4JBoM8/ujDdGrXikMOHMKgvfbk0IOGctkVV/LUM8+Rm5u70bpCEVciTo0MSQHwTBk3ard2zWrmzvqLoqJKY+EkjLBhbTIKCIpIbc7gOQqjJlzeXuM/Q+826dq7TfpIy5KIiEjHjp34+PNvGHbVtewzYDcOHDyo0hl2p51xlu/Y404sUNWIqn6iqkMxWVYXM9PqYeAHIFdERotI9y22YwkSbCL1Pk0c8wCqsgg4QeUMPfAg8vJyq18wwWbhTZ9+nlrMPNx2+50Fg/bdT2++5Ta+GjWGf5et4uhjjuPXX4xN0L77D2aHrl2ZP7/u4tXvR30OwM67DaizbZTHG2q7ArhxE4L/CnjruBejzBuubvn/EiLCcSecxJPPPMfP437k0ovOIxLZUPoUDof56svPeeWlEXz0wXtNyqpXq+osVb1RVY/xBA/bYiwqPgW+F5HHxLipJ9je2E5SOFtDgLOSclNwE8RPjx49yc+P1+8wwWYyAjjBm7VV6wSDQc48+xzG/TIBgJ17dSc1NY0Z06dRVFQ34rJrVq0EIFR5Bqeu+Nb7PbgW1tUVMwPq22qX/I9y+pnnsHRVDosX/8s5Z5xCJBJh/Lif2Kv/rjzy4P1M+ExbhtMAACNISURBVP03brvlpp0xw1JDKluPqpao6pNAN8wQ5t8ick6cQ8cJEmxRtoYA52+gR313Yltltz36U1JSQjiceHGta1R1KTAaM6uozth5l1046+xzWbduHTk56+nVuw/ff1cT26f4ad/JzKo/8aCB1SxZu3hZnCcx9R6by54Yh+8EVZCWlsbb733MqlWrOPLQAzn91BO45robGTX2R54e/gJ/zpj1FcaEc6RnMlppZbKqrvK8uQ7CTPv/TUT6b6FdSVCn1LUKzvargxOLz4ETXXebUEXf6mjUqBGWZfHHHxPquyv/FZ4BLqqNoZWqOPHkUwAIhUIcePAhfPXF53WynWYtWgJw7mXX4jgOC+fNrpPtVMIXwL4i0mQz1zMA+LkW+rPdEwwGeeDhx1i4cAGPPfEMRx97PGUvZVX9CtgV2Bf4VURaVrU+VZ2EOf6PAO+KyOsi0qIOdyFBgrjZGgKcn4HiT95/Z6t3Gd5aSUtLY+KERICzhfgBM4pcW7OzYtKn784ArF2zhv32G8wPP3xXJ9vptlNf2nfagXtuHsYuHRpwxKCdWbViy+jceRmxN9l8+4Y9gPGb36P/Bt179GTqzNkcfOjhMf+uqvMxWk3vAj+JSIeq1ueJJY7EDBUuBqaKyLWJGVfbLiJ1+7OlqPcAx5s2evE9t16fnbN+3aasYlP2YUvOVNskaqJP1KhRY6ZN/bMOe5Mgine9VjllvDZITU3lzbffY8gBB5Kbm0PDhtl1sh3Lsnh0xEjCxUbu5I3Pvqdx0y1aEvccm++H1B6YVQt9SeDhBS33Y6b0/yAi3eJok6+qNwC7Y7I600TkoDruaoIElVLvAQ6Aqo7rv9egJTcMuzhSQ+FB17akx+r8yA2r8yPV+tt41gDDRNidTfOAkhq2U+9OUSOxrKgPTrx+OK3btGHOnNlgxPTm1mRbm8EizPVTkxNWgjl+Na1ojS5fk6niDkaIcEkNtxUPrwGDRaT5Zq6nGKPjFPP6yMzMJC83lzmzZ9O58wbPy+aZQQJxeqVFsS1x1heGIcYxbNuhMy++9zU79ujNvTdfyfKli8v+uYC6DR6mA1ki0ngz1uFQxgw1AUuouYRDzPOsqsOBG4AxIrJzPCtS1TmqehhGaPNREfkiVoDkaetctzmGtQlqn7qeQPWf0cEpSyAQ6P77L+NWv/vmq8UYuf2qcAACtkjQZ9kY7Yt5q/MjB1TWIBRhX8wX+E7bEp+1odKpuodm+YAm3gd6PvCXqwzw9D5WUM2D3ROLo8RRCoodShxFVaNZg0rp2KlTycKFCx3giKCPWlWHrYygj7GYt7SpxDfNP6o23Rm41WtT3XkOAbmYIYwemOHMeLZVgBEi7Bv0UeupLc+J+R3gnM1ZT9BHGHM83sA8kDY6z4ccOITbbr2ZOXNm06lzZ1xV13FV+3dqxP8O60bj9CQN2FZ1AbcGfBYH9GxGj9YZNEz1RzPEG7Xr268/b3z2PYMPOpJzjz8Ix3EKMZ5xp2POV53gXdtL2LyZlH8BvWqnR9sFO2GMYIuo/v5WiJnJeipwZ6wFVPUNjOXLVyIyKN5OePU8PYGxmGnlL5QLZg7GWLgsEJFD4l1vggTxstUEOO+NfC1/zepVQ24YdlH+xN9/HUOMG3703z5LSA3YBHx2tNYzFeMK/P7q/Mjo1fmRjtEGoQhtQhG+wDgjtwNSRQTbtsRnS9nxwMqCiOjn0WNll/k81sMlhLEkuBzomR60fg/6+BiTRn/Y268KDoiqqo6qFoYdwhHXBghHXLso7OB6eaAY2woDhar66dIli4uCPkZXsg91QtDHJKAP5ua3nthvjQUYN+2Dgz4OC/qYH/TxEEaU7WNin2fX+/x1oF3Qx/NBH38D+2A8d5YTO1iM3qxPAQZ6beqKZ4HzRWSzMgdBH2uDPs4B+gNTKBfAzZw+ndmzZ2mHjp3ID0VkVV6xhB2XXq2zeO70neWU/m0lyWdhScUHWZLP0s5N0/Sls3bl1sO72w1Tk2iSGbTaN0klOWCryMbH3bIsTr/g8ggi+tu4794A2vVuk/5B7zbpde3nkkrNM6pl+QSjvJsASA9a+elB6xpM0PcTsV8KIpjv2CNAu/Sg9VF6sHKDW1X9GGO2+qanfxNXzaSqhlX1YaALJmD+U0Tu96aiz8e8CN4BHBb3Diaoe7aTFE69elHFQkROBe566KkRlx59win3YUwMUwG1BE3y2ZZdhbMy5otbAjydmmSHRWQYJn1d1ZRHHEdd3XD4KzP0rNDUW8bxfhcDrwI3pAet9bEahCK0xTwc9wZSVNVRsIpLXClrKlkenyUk+S28bVkiEsIEbZcn+6UpMElVa0WLQkR2wkzhPVlVF1e3PEAoQgbmDfBczNBQxPu5CXg66COmsWIowh4YE8/WbBB9/Bs4K+hjaiVtgsB13k80wIgADwH3Bn2brLBcI0TkJ+ARVf2oNtYXiiCYAO4pVQ1mpQWTo9P/3//iW3bebc+Y7dYXhnn++3nO7/PW2mHHVb8lbjBg29ccuANDezTbaJZMWfJDEZatD6nrqqsbPN3G7dmteVJhQcHjtbVf1SEiw4GQql6xie0bATOBQ1T199rs2/ZAXsg9BCNSmYH5jhUCPwIXpgetBTVZl4hkY3zu9sT4VX1cE/NVb1bWzZgXnDUYe4004BxVTWRxtgK679RXR37xQ51uo3ebjO3fbLMyROQa4LT5q4t6AedawrP+6LhSnCXYflsiAZ9FvG/YZigIvCAjlit2VbiYzMHg9KA1PZ4GoQj7Oa5+FnHcpBJH486kBXyWa1tSYFsyNOjjFyhVcnWBZqq6ogb93ggROR4oayZ5jGe+V345C0gHisorx4YidAWewgw7XO3ZOlRJKIINnI1xfb8beCceg8xQhNbA45gg59Kgj4XVtalNROQTjCHh67W53lCE9IjjjjjxuKOP//zTjwE46viTefjpqkcfZy3P46Wf5mvPVhl6waBOVmpS9Ze+q8ra/LCbW1RSEo7oYb3bpI8SkaXAAFWtU8uPKF79zUxvm/9s4jpuANp52iwJypEXcpOAa4CjgWvSg9ZmiSJ6GZgHMRmYZzHD/394+kY1XVdP4Htgb1WN6/6ZoO7ovlNffeuLH+t0G73apP+nAxwfZhhi6Kq8khmYL1GNshN+Wwj4rGqdwstTEtnkTPlH6UHrqJo0WJ0fmY8ZNqspkxql+TYq+PMyOiep6ofVNfYClD2AIzBvUZ8BOwLvlVlsKdACY47pxxz/fpiaETBDcV+o6jGb0P9tHhFJxwRxbVV1k6b/VcWCNaEhb7/20sc3XHlx8pU33MrwJx5ixsLV1bZrmBpwAqYuraYsCfpoBSAi04CXgRe8eqM6R0SuxojGHaqqNbZu8TK17VT18lrvXIKYeOrFJwOHAMdihpq6A1er6oIarusS4CBVTcy6qme2pwBnq6nBKYuqRoCrgZcee+j+amdHJQBMDUxcsxww9UHjMMf4Xoy2yynAV2WWiYp1nYRJZ4/BqJxGnaW7A7uJyNkicoaIHCQijUQkW0QO+Q9MDz0E+Lkugpsohx59XBjgkXtvp7CggNyc9XW1qfKcAAzBFH/23ULbfAJYAEwXkZtFZIcatl8DNK31XiWoFK9s8DVVPQ5TLHwLsANGO6dj1a0r8AKw6ya0S1AHJHRw6p5XgUUP33/XZfXdkW2EZZigIx7WlPt3K1U9AvPQBpjHhtkXe6jqi6r6sqqOA+73Pv8BM0z1AnAkZqbTLGASJiP0hYhslxYcXobxZkxqvs5ITU3jyRc2jH4lp2wZLUxVnaGqBwBvUceChmW2GVbVszAZgcaYWTc/e8FyPLfEScCWCsYSlMPTv0nGzOC6GzPjKqsG7UOYF6y4Z2klSFAdW22A4xWuXRkKha5YtXJlfXdnW2ABZqZWTETEFpGdvaGAp7yPP8SYFIagdJq6YAoAszCCXdPKrkdV13r/2wpT1HsXcKyqDgZ6Yx6KUbZX8bUzMTVXn9X1hg454hgmzVrMPvsP5YghA/n5x+/4/OP3GfXlZ0ydPJFff/6JOrQ5yccUpm4xVHW8N8zUGngUuAeYJCIXVmPp8DfQsq6MUBNUj6qGPIHA4cAoNtxn4mUNUDeKlglqxHYyiWrrFsdS1dmBQNLI++++7ZKHHn+mvruztTMDM7OhFBFJwXjKnICpt/kXo0lxEsYHKKbGjvdZPvBbJduyMEXNUd2MpzE1U0sxM5vAzGTrDkwWkQDgU9Utblld24hIGnA7plZkixSwNWiYzYsjP+SbLz7hhmEX8e/CBYCZ1t2+Y2cCSUk89NQIuvXYqcbrXrduHbff+j9m/fN39ndjx5ziaZ4gIrsAZ2DqYrY43jD1+yLyIcZx/AzgXhGZg7FlmAYsxDwUw0BHTJ1YM4x2UoL65TpghohcDjwXfYmqhl0wAW2CBLXCVpvBibL3vvvd+/mnH8vff82o765s7UwAGovIOSIyXEQ+w6gNX4VRi+2rqjuq6sWq+rn3prVJD2ivnQ1Eszm3eL/38H4fjREO+1ZEXsA8iH4SkeCm7dpWxTXAGFWduCU3alkWBx56JKN/nszFV5oY0nVdAklJZGU14OP33qpmDbF5e+SbzJg+je/GjgkCr4uIisha4Bvggi29n+XxsorfqOqJQBPMUOgizLV2LWaI9C2MxtR9qrq9Zg23KbxC8cMxw97vVbM4IrIPZgLD2DrtWILqqev0zRZM4WzVGRyAt97/dN1zTz/h3nrTddY7H9aNo3ItUd+eWE2AdZiaiT+Ab4GLVXVRLW6jFG86aHa5z37yJNn/VlUVkRkYXZfBwKeYt7rb66I/WwJPw+MSjLhhvZAUDHL1jbdxybDruP3Gq3n79ZcA8AcC3HnTNaxbs9LaoUsX2rfvwOo1q1m1ciWrVq5k8eJ/WbZsKapKo0aNOfhQo6v26ssvcuVV15Kd3ajok48//BlzHT0MvLEpU37rEk+S4CfvJ8FWjqr+KSInA1NE5AJv6KoCnjry25hZoDWytUmQoCq2ymniZVmdH/EVFxcvHdivd6Pb7rpPWrZuTa/e1dcS+iwpTvJb4g2PxEtxScT1YQT7UmrQTjFCc1cAz6UHrSrl0VfnR1Ix8vdXe21rEhwVAJ82SvOdFP1ARB7BvNmeGh1i2NoQkSMxlgS7bataFyLyIrDSK6isUxasCXXHZOUCVCGRMH/uHN5/+3VWLl9Gh05d3A5tW+usv2fqiuXLfY0aN6ZR48Y0adyE5i1a0KpVayzL4q+/ZjL+53GICK1ateb0M88qyMjImBD0JQo8E9Q+ItIFE5TOwXjlfQ0EMerGewEdgFNUdbO0eRLUDt179dV3v6zbd4gerdL+uzo45VmdH8l6/pknR9503ZUHJicnc+mwa+i3e3/2HrRfrMULgNXA2WlBXzFGJbcFRsGzMhSj6zLSdfVWx9XzMcGHn6qzXA4bP3wKMHUoZ6UHrXEx9kOA4zA1K8mYIKqsGnJV+iUhTK3BVcBLjdJ8rje75BFMYHWTqm7V49ci8jfwiapeV+3CWxki0htzY95BVXO2xDYXrAl1wijQ9qPq6xfMtfe7wAVNM4P9MWqzSZgHSWWEMbVStwJPBH0VLUQSJKgNPLXp7php5Cdh7nljgF+An+Ks0UmwBUgEOPXEsy+8OrBBw+zhP3z3bed3R77h/3LMT3TsFNWdoxiTRfkf8FSjNF8JlKrkno+Z3uyj4g0/H5iNsQaYEv0wL+RGLRX2ouLDxWVDoW2s7EvUWPLS9KC1FGB1fqQnRjSvW4z1wYYAp7yKsksZC4hGab71ACJyLubhB/CKqp4ZY51bFSJyNMYCYqiqTqtu+a0FL5D8ATNs83x1y9c2C9aEDgJGAJlUvHYKMN5n57XLDn4R/TAUIRMzXfcsTKBT9jqNBvSfApcHfWyy+nWCBAm2L3r06qvvflW3AU73lokAJyZeFuSo++667dX5c+cEn3v5DQtzs/4IGNYozRdzTnkoQjZGpO5ETJATwpjNXQq8VZk1QF7I3R8TmGTjeWJhgo7q1GLDQERVHwo72hwjpFf+QROLaN2DhXl4zQDObpTmKx3WEZH9gdGYt+8+qrrNVGCLyImYrNORqvprffcnHjwLi+uAXVW1OnfmOmHBmlASJqt4Ixt81Uows04eapcdjFm7EIrQDVOIuxPm+s3HFOmeFfRVOksuQYIE/1ESAc5WQFJS0vNt23fYf/wf05YCVzZK88VlsheK0AeTvv8DuDXoI7+6Nnkh14/JDN1MDQuDSxw34nlo1qSgW72fE4D3G6X5Sk+Spyw7BvNGf92Wmqpcm4jIoZig8UxV/aK65esTb6r93xjj0Xovbl2wJtQSc/0KcEW77GC1ZqieieeRmGv4aeCloG+z3LsTJEiwndKjV199r44DnG6JAKdqRGQM8KmqPr4ltpcXcjsDEzHqvXHjBTibMlst0ijNt5EDuohken24WVXfjt1s20BE9sUMsXX1NE9q2l6AtphMWkvMEN+02vZOEpHbMXU3J9TmehMkSJBga2R7CnC2+mnisRCRBhhJ749EJF1V88r8LQUznJSNUeMtApaq6r/10dda5kGMBss2HdwAqOpYEZkFvCQiF5c9h7HwApodgJ4YQbCjMMFmMaaw2wa6e1PT96tuffEgIm2Bi6nHaeEJEiRIsMXZknLDdcg2GeBgjCUPBc4F7hSRRWwIagSjbrrGWy4ZaCMiOZgZVQ/WVx3F5uANTR0FdN3M9bTHBEqjVfW52ujbZnAcpng3V0SaqOoqKPV66gLsjald6gikAauAKcBUjGfRhLJDdJ5L+hhgf0xN1ubyEPDEdhIcJ0iQIMF/im0ywPEeal9gDB2bYqaBR4OawvJ1Kd6DrzfmwX6giJysqtXWLmwtiEgSRq31UlVdvYnrCGIKZS/FiGrdKiIF9ambo6r5InI6RnZ/koi8hCnEvg5j+DkOk535Dni4OuduVXVF5AdgVzYzwBGRY731nLY560mQIEGCbQ3ZTlI422SAUxZVXQFVT3P1FFknicgQzMPzDxEZvA1NVX4CmKqqm6bHbzgHGIqxbFgkIs8CY0VkqarWmzy6qk73xBgHev271vvToao6cxNWudpbzyYjIm2Ad4GjVLVoc9aVIEGCBAnqh20+wKkJ3tDUPSIyD/hKRAao6oJ67laliIiN8XHpB+y4matrAXwZtW5Q1RkicgLwjojsW5/qwqpagvGgGQtcJyLWZtgE9IKKgnUisjOwH0ZJdYyqro/VWESaYYTvZqhqbQxzJUiQIME2hWwfCZz/VoATRVXfFpHGwNci0tN7wG6NPIARBuxXC0WzDTFu4qWo6nciMgwz1LeHqi7dzG3UCpvpgeQH9hWRCWyQhp+LqV9KxhQlvyQiV6jqy9FG3lDn1RhhvFcw9T8JEiRIkGAb5T8Z4ACo6pNencVhwAdxNFmD0aYpxtSJxLUZ2bRjXDj6my/XA1cCt21O4OHNKnsO6E8Mp15VfdObLfSFiOxVG7OP6pkzMY7fHYFO3u9BGBXgSz0DwCOBZ7yp6rOBRphi5pFAr22pPitBggQJapvtJIGz7erg1AbeEM15qrpvPMvnhdwmGBXeozBqyFVdB6WKxI6rRFyNRwE5ghleebRZVrCf4zj5mDqQTT5JIhJVrwVoGStYEpFkYBZwu6q+sKnb2lbwppzvjpl23hkTuD6lqsvrtWMJEiRIUM/06NVXP/ymgpVirbJD89SEDs4W4EPgMRHpqqp/V7dwetBaCZySF3J3BV7GCM2llVss6ilVaslgW4IliOOqOCZUieVhVYiZNXRB43R/e0wmou/mKhWraoE3U2n/SoKbJOB9b9svl//79oh3TH/xfhIkSJAgQVm2kxROdb5I2zWqGsao6V5b3bJlSQ9aEzDePpdhjA5DULX0vYjgsy0rYAuWbOR7VQAsBo5slOYb2jjdnwe8DpxeixmFVEwAVb5PfuAdzLDbaduiPlCCBAkSJEgQi/90gOPxMHCwiPSuSaP0oOWmB62XgXYYsbpo0FKlCaeI4Lct228LAq4Yx/KOjdJ8o0QkAxgPvK6qo2u6I1WQggmkyvbDB7yJyeKdsBUXWidIkCBBgi2EYHRw6vK/LcV/PsBR1RzM7JkPRKTGkvzpQWs9pji1RnoplggBn5Uf8FlvNkrzhUWkKyYb1Bm4oab9qIZGlMngeNPPX8YU3h7jZbISJEiQIEGC7Yb/fIADoKqvA7cA34jIzV52Y4shIj2Av8p8FKzFdZ+MGYJrIyLHeZmqFzG6OEeqaqi2tpUgQYIECbZxxOjg1OXPliIR4Hio6ptAX2AvYLyI9Px/e3cfbFdd3WH8+YbIS2kytiBqbDuAgGgBQdqEUqC+AUKltsMAnVZEbaFQK2hhBixWW5QR6QtaAWlqWwZTzFAKarEgFEYT8aWGRLRDhEKI8jqIMoQQMARX/9g7AVNS7jn3nLPvPff5ZPbc3JubvdcfyWRl7fVba4SPXwXc1n6cM+Dpud8BzqapDh1L03PzYuC3qur/9OVIkjQOZvopqp9SVfcmORz4I+DGJNfSzKG5e8iPfgvNIL7XVtXa5/vmXlTVt2mWU45UO0jxofbTs6rqo6OOQZLUuzE5RGUFZ3PVuIRmSNzdNHurLk4ybxjPO+rIQw+nma1zaFXdPoxndGQtsKz9+XlJ3pXkxCQ7dxiTJGmGMMHZgqpaU1V/QTMMbh3wnSTnJ9lhUM+4YvHlL7h56dIzaJKbznZBDUK76mCTqnqiqn71WV/aHziIJmE8Z9R9TpKkCcqQrxExwXkeVfVwVZ1BM/dmDnB7kg+0KxD68tRTT3H0b/8mf/iO47d792nvPWUMkps9gQeTPJVkXZKFSU5PcjXwAM36g3dW1QnAXjRrI65q5/BIkjRwJjgTVFX3VdUpwALgl4GVSY5px/7fTTP/ZkJLIi+56BPceccdLP/2ysf/8sMfuXl4UY/Mxtd3/w0cB3yLZsrztcAebR8QAO3wwiNo8vjLTXIkaSoZ9hQc5+BMWVV1V1UdB5wA/Dlw09zttnqS5hXMN9hsoN5mv5cL/+6CuvATF9SixVdes9vue+w2Z9tZD4wm8uFIsg/wGZpJyPtV1b9X1cVVdWpVLXyupul2qOAxNEtLr2p3YUmSNDAmOH2qqi/RHCtfDHx27nZbnbPD3G3fDhxPc3po3Wbfz/nnnbv+UwsvWX/m+95/9IHz9ztqzrazRr7cMY1jklyb5OtJ3jiJe82hWSvx/naW0IS183eOBtYA1yTZut84JEmDMy5zcGb0NvFBaftxTgNOB5bPnj37sYMP+Y1fWnDAga9+xZ6vnLXzLrtuOPdDH9xqxS3LHvzx+vUHP7ZmzeqO4twW+BTNK7a/otlc/hHgpqo6qY/7LaKZ4HxSv0tB26nK/wY81E8MkqTB2Xvf/evz/znczoldX7TdSLaJm+AMUJKfp2mg/VngRS+dN2/3efN+4dh77/3+Nk8+8cRFjz766DldrkVI8jmaPqHf2zhMsE3ObgOOr6qlPdxrFvAI8PKqeniScc2h2ez9T1X1t5O5lySpf/uMIMHZZQIJTpLVwGPA08CGfhIij+oOUFX9CLhmsy+f2kUsW7ACOIxmQehKgKpal+SvgROBCSc4NMfnH55sctPG8FiSI4EvJ3m6qj4+2XtKkqa9103m3xh7cGaWDwNX0iQSRzzr6+tosuReLAD+a1CBVdX3adZknJ3kriSnDOrekqQeOAdH001VbWhfAb0FuDTJkiT3AJ+kqe70Yj7NqbFBxncPcDKwK3BxkjfbfCxJM1IB1ye5JUlf/Zm+opqBquprSRbQJBKraNZSfLXH28wHFg0htqvatRgH02x4/5skf0zTCG3DmCQN2Qhm1eyYZNmzPl9YVQs3+55fr6r7k+wE3JDku1W1pJeHmODMUFW1Gljdfrp6i9/4HNq5Na+k96rPhFTVA8AVwBVJjgE+DuyQZAnNZOQVNAtEfwD8oKp+PIw4JElD8fDzNQ1X1f3tx4faqfjzgZ4SHF9RqR/7At/deBJrmKrqX4G9aSo6nwfuB94EXEbziuyHSb6Y5OQkOw47Hkkad13PwUmyfXu6liTb0xyO6XmlkRUc9WM+A2wwfj7tq6k72+untH8JDqcZGnheksXAh6rqvlHFJ0kaqBcDVzebkJgNXF5V1/V6ExMc9WMBcH3XQUBzxJzmZNiVSX4O+CBwa5L3VNXAe4QkadyN8KDTc6qqVcCrJ3sfX1GpHyOt4ExUVT1SVe8BXg98IMllSV7YbVSSpC6Y4KgnSeYCLwVu7zqWLWm3l+9HMwXzliS7dRySJE0PQ+6/GeUuKhMc9WoP4I6q6nUw4EhV1eNV9S7go8DXkvx+1zFJkkbHHhz16hXAHV0HMVFVtTDJcmBRkgOAU52nI0n/n667cAbDCo56tQfTKMEBqKplNH1DBwLv7jgcSdIIWMFRr9YCL+s6iF5V1ZokbwWWJPlKVS3vOiZJmmrCaPtkhskKjnq1DOh5bf1UUFUrgZOALyR5Q9fxSJKGxwqOerUc2DfJ7Kra0HUwvaqqq5OsBT6d5FJgUVXd1nFYkjRljEkBxwqOelNVj9KsS9iz61j6VVU3AK8B5gHXJflyu3xUkjQmTHDUj2XA/l0HMRlV9WBVvR3YBVhMs9jzoiRWNSXNaM7B0Uw2bftwNldVT1fVJ4G9aJKdG5Ls1HFYkqRJMsFRP8Ymwdmo3Wl1FM2G8puS7NBxSJLUiQz5x6iY4KgfK4B9kryg60AGqZ3O/D7gP4DPJtmq45AkSX0ywVHP2mrHKuCMJPsl+ZUkv5ZM/+kJ7ZTjs4D17UdJmlky5GtETHDUr7fRTAe+Avhn4DLg0iTT/s9UVf0EOAH40yQv6ToeSVLvpv0/RupGVa2oqt+pqt2ram9gH5o9VSd3HNpAVNW9wFeBg7qORZJGaUwKOCY4GoyqegI4FTh9HF5VtZYCh3QdhCSpdyY4GqRvAlvTVHLGwW3A7l0HIUmjMuwZOM7B0bTUNuheB7yx61gG5G7g5V0HIUnqnVNbNWi3AAd0HcSArAO26ToISRqlUc6qGSYrOBq064EjxmSGzAPATuM270eSZgITHA1UVa0C7gMO7TqWyaqqJ4E7mOZ7tySpJ2NyjMoER8PwD8AfdB3EZCXZBtgOsIIjSdOMCY6G4V+AA5K8tuM4JutcYCXwla4DkaRRGZMCjgmOBq+q1tAM/LsyyZlJpl0ze5IFwHHAO9rTYZKkacQER0NRVV+gOU11GPDNJGcnOSjJyzoObaL+BPhYVf2o60AkaZTGZQ7OtPuftaaPqrozyWHAG4AjgQuAPZL8ENhAU628FVgNfAm4uaoe6SbaZyR5K02T9GldxyJJ6o8Jjoaqqp6mOTp+PUCSnwHm0TTuzqUZpLcb8F7gM0nuApbQrElYWlUPjirWJHOBvwcOBF5v9UbSzJOxmYNjgqORqqp1wJ3P+tI3Nv4kydbAa2j2P70NWJjkIZpkZ0l7fW8YPTFJtgduBL4FvKqqHh/0MyRJo2OCoymjqtYDX2+v89thgXsBBwNvBs4HnkqyMdlZCqzcUsKTZB/gd4FXAS8Btm9/aS3NEL/VwD00fw+OB5YBJ9lULGmmCqPtkxkmExxNWe3rrVvb68J2S/luNBWeQ4AzgTlJNlZ4lgLfA44F3gnsBCwCPk2T0Kxtbz2H5jXZzu01GzgL+KLJjSSNBxMcTRtt8vE/7fWPAEl+kabCczBwIrAr8Dngz4Ab2yRJkjTDmOBoWquqe4DL24sks6rqJ91GJUnqmgmOxorJjSRNzrj04DjoT5IkjR0rOJIkaZNxmYNjBUeSJI0dKziSJKkx4n1Rw2QFR5IkjR0rOJIkCWgnGXcdxIBYwZEkSWPHCo4kSXrGmJRwrOBIkqSxYwVHkiRt4hwcSZKkKcoKjiRJ2sQ5OJIkSVOUFRxJkrTJmBRwrOBIkqTxYwVHkiQ9Y0xKOFZwJEnS2LGCI0mSNnEOjiRJ0hRlBUeSJAHtNvHxKOBYwZEkSeMnVdV1DJIkaQpIch2w45Af83BVvWnIzzDBkSRJ48dXVJIkaeyY4EiSpLFjgiNJksaOCY4kSRo7JjiSJGns/C9dZbMhL+sYrgAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "\n", "boro_name = 'Bronx'\n", "hb = ax.hexbin(\n", " gdf_merged.loc[gdf_merged['boro_name'] == boro_name, 'x_coordinate_state_plane'],\n", " gdf_merged.loc[gdf_merged['boro_name'] == boro_name, 'y_coordinate_state_plane'], \n", " gridsize=30,\n", " mincnt=1,\n", " cmap='Blues'\n", ")\n", "\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", "plt.colorbar(hb, cax=cax)\n", "\n", "(nta_gdf\n", " .loc[nta_gdf['boro_name'] == boro_name]\n", " .plot(facecolor=\"none\", edgecolor=\"black\", ax=ax)\n", ")\n", "\n", "label = 'Count of 311 Street Flooding Complaints\\nfrom 2010 to 2020 in The Bronx, New York'\n", "ax.set_title(label, fontsize=15, pad=10)\n", "ax.axis('off')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:29:20.294734Z", "start_time": "2021-01-12T12:29:19.505845Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "\n", "boro_name = 'Manhattan'\n", "hb = ax.hexbin(\n", " gdf_merged.loc[gdf_merged['boro_name'] == boro_name, 'x_coordinate_state_plane'], \n", " gdf_merged.loc[gdf_merged['boro_name'] == boro_name, 'y_coordinate_state_plane'], \n", " gridsize=30, mincnt=1,\n", " cmap='Blues'\n", ")\n", "\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", "plt.colorbar(hb, cax=cax)\n", "\n", "(nta_gdf\n", " .loc[nta_gdf.boro_name == boro_name]\n", " .plot(facecolor=\"none\", edgecolor=\"black\", ax=ax)\n", ")\n", "\n", "label = 'Count of 311 Street Flooding Complaints\\nfrom 2010 to 2020 in Manhattan, New York'\n", "ax.set_title(label, fontsize=15, pad=10)\n", "ax.axis('off')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:29:20.740256Z", "start_time": "2021-01-12T12:29:20.297116Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "\n", "boro_name = 'Staten Island'\n", "hb = ax.hexbin(\n", " gdf_merged.loc[gdf_merged['boro_name'] == boro_name, 'x_coordinate_state_plane'], \n", " gdf_merged.loc[gdf_merged['boro_name'] == boro_name, 'y_coordinate_state_plane'], \n", " gridsize=30, mincnt=1,\n", " cmap='Blues'\n", ")\n", "\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", "plt.colorbar(hb, cax=cax)\n", "\n", "(nta_gdf\n", " .loc[nta_gdf.boro_name == boro_name]\n", " .plot(facecolor=\"none\", edgecolor=\"black\", ax=ax)\n", ")\n", "\n", "\n", "label = 'Count of 311 Street Flooding Complaints\\nfrom 2010 to 2020 in Staten Island, New York'\n", "ax.set_title(label, fontsize=15, pad=10)\n", "ax.axis('off')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Counts by Neighborhood Tabulation Areas (NTA)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:28:05.754793Z", "start_time": "2021-01-12T12:28:05.738745Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (194, 12)\n", "\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometryntaname_boroshape_area_sq_micountcount_sq_mi
0QN087.741275e+07081St. Albans45401.316803Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...St. Albans, Queens2.776800550198.07
1BX282.566612e+07005Van Cortlandt Village21945.719299Bronx2MULTIPOLYGON (((1015481.837 261490.578, 101548...Van Cortlandt Village, Bronx0.9206464447.79
2QN558.246139e+07081South Ozone Park36708.169305Queens4MULTIPOLYGON (((1038120.503 188147.096, 103819...South Ozone Park, Queens2.957895372125.77
3BK508.208968e+07047Canarsie43703.609666Brooklyn3MULTIPOLYGON (((1015236.151 174910.303, 101523...Canarsie, Brooklyn2.944562381129.39
4BX411.471671e+07005Mount Hope18937.247819Bronx2MULTIPOLYGON (((1013128.525 250637.931, 101284...Mount Hope, Bronx0.5278891834.10
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 7.741275e+07 081 St. Albans 45401.316803 \n", "1 BX28 2.566612e+07 005 Van Cortlandt Village 21945.719299 \n", "2 QN55 8.246139e+07 081 South Ozone Park 36708.169305 \n", "3 BK50 8.208968e+07 047 Canarsie 43703.609666 \n", "4 BX41 1.471671e+07 005 Mount Hope 18937.247819 \n", "\n", " boro_name boro_code geometry \\\n", "0 Queens 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "1 Bronx 2 MULTIPOLYGON (((1015481.837 261490.578, 101548... \n", "2 Queens 4 MULTIPOLYGON (((1038120.503 188147.096, 103819... \n", "3 Brooklyn 3 MULTIPOLYGON (((1015236.151 174910.303, 101523... \n", "4 Bronx 2 MULTIPOLYGON (((1013128.525 250637.931, 101284... \n", "\n", " ntaname_boro shape_area_sq_mi count count_sq_mi \n", "0 St. Albans, Queens 2.776800 550 198.07 \n", "1 Van Cortlandt Village, Bronx 0.920646 44 47.79 \n", "2 South Ozone Park, Queens 2.957895 372 125.77 \n", "3 Canarsie, Brooklyn 2.944562 381 129.39 \n", "4 Mount Hope, Bronx 0.527889 18 34.10 " ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# group complaints by NTA\n", "grouped_gdf = (\n", " gdf_merged\n", " .groupby(by='ntaname_boro')['unique_key']\n", " .count()\n", " .reset_index()\n", " .rename(columns={\"unique_key\": \"count\"})\n", ")\n", "\n", "# merge nta complaint counts with nta shapefile\n", "nta_gdf_counts = nta_gdf.merge(\n", " grouped_gdf,\n", " on='ntaname_boro'\n", ")\n", "\n", "# get count per sq mi\n", "area = nta_gdf_counts['shape_area_sq_mi'].replace(0, np.nan)\n", "nta_gdf_counts['count_sq_mi'] = round(nta_gdf_counts['count'] / area, 2)\n", "\n", "print('shape of data: {}\\n'.format(nta_gdf_counts.shape))\n", "nta_gdf_counts.head()" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
countcount_sq_mi
count194.000000194.000000
mean127.90721690.725258
std126.87479758.400970
min5.0000000.730000
25%48.25000053.505000
50%86.50000076.795000
75%157.750000117.705000
max690.000000346.920000
\n", "
" ], "text/plain": [ " count count_sq_mi\n", "count 194.000000 194.000000\n", "mean 127.907216 90.725258\n", "std 126.874797 58.400970\n", "min 5.000000 0.730000\n", "25% 48.250000 53.505000\n", "50% 86.500000 76.795000\n", "75% 157.750000 117.705000\n", "max 690.000000 346.920000" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# summary stats of nta counts\n", "nta_gdf_counts.loc[:, ['count', 'count_sq_mi']].describe()" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
ntaname_boroarea_sq_micountcount_sq_mi
1New Dorp-Midland Beach, Staten Island1.989690346.92
2Hammels-Arverne-Edgemere, Queens2.220662298.15
3Lindenwood-Howard Beach, Queens2.315566244.47
4St. Albans, Queens2.777550198.07
5Far Rockaway-Bayswater, Queens1.944520267.43
6Borough Park, Brooklyn1.937501258.63
7Old Town-Dongan Hills-South Beach, Staten Island2.404500208.01
8Great Kills, Staten Island3.214484150.57
9Rosedale, Queens2.209439198.78
10Oakwood-Oakwood Beach, Staten Island2.006396197.37
11Springfield Gardens South-Brookville, Queens1.553389250.53
12New Springville-Bloomfield-Travis, Staten Island11.73638632.89
13Canarsie, Brooklyn2.945381129.39
14Georgetown-Marine Park-Bergen Beach-Mill Basin...2.491375150.52
15South Ozone Park, Queens2.958372125.77
16East New York, Brooklyn4.19837188.38
17Breezy Point-Belle Harbor-Rockaway Park-Broad ...3.574369103.26
18Middle Village, Queens2.069337162.87
19Sheepshead Bay-Gerritsen Beach-Manhattan Beach...2.273300132.01
20Queens Village, Queens2.494296118.68
\n", "
" ], "text/plain": [ " ntaname_boro area_sq_mi count \\\n", "1 New Dorp-Midland Beach, Staten Island 1.989 690 \n", "2 Hammels-Arverne-Edgemere, Queens 2.220 662 \n", "3 Lindenwood-Howard Beach, Queens 2.315 566 \n", "4 St. Albans, Queens 2.777 550 \n", "5 Far Rockaway-Bayswater, Queens 1.944 520 \n", "6 Borough Park, Brooklyn 1.937 501 \n", "7 Old Town-Dongan Hills-South Beach, Staten Island 2.404 500 \n", "8 Great Kills, Staten Island 3.214 484 \n", "9 Rosedale, Queens 2.209 439 \n", "10 Oakwood-Oakwood Beach, Staten Island 2.006 396 \n", "11 Springfield Gardens South-Brookville, Queens 1.553 389 \n", "12 New Springville-Bloomfield-Travis, Staten Island 11.736 386 \n", "13 Canarsie, Brooklyn 2.945 381 \n", "14 Georgetown-Marine Park-Bergen Beach-Mill Basin... 2.491 375 \n", "15 South Ozone Park, Queens 2.958 372 \n", "16 East New York, Brooklyn 4.198 371 \n", "17 Breezy Point-Belle Harbor-Rockaway Park-Broad ... 3.574 369 \n", "18 Middle Village, Queens 2.069 337 \n", "19 Sheepshead Bay-Gerritsen Beach-Manhattan Beach... 2.273 300 \n", "20 Queens Village, Queens 2.494 296 \n", "\n", " count_sq_mi \n", "1 346.92 \n", "2 298.15 \n", "3 244.47 \n", "4 198.07 \n", "5 267.43 \n", "6 258.63 \n", "7 208.01 \n", "8 150.57 \n", "9 198.78 \n", "10 197.37 \n", "11 250.53 \n", "12 32.89 \n", "13 129.39 \n", "14 150.52 \n", "15 125.77 \n", "16 88.38 \n", "17 103.26 \n", "18 162.87 \n", "19 132.01 \n", "20 118.68 " ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# preview count sort desc\n", "(nta_gdf_counts.loc[:, ['ntaname_boro', 'shape_area_sq_mi', 'count', 'count_sq_mi']]\n", " .sort_values(by='count', ascending=False)\n", " .head(20)\n", " .loc[:, ['ntaname_boro', 'shape_area_sq_mi', 'count', 'count_sq_mi']]\n", " .round({'shape_area_sq_mi': 3})\n", " .rename(columns={'shape_area_sq_mi':'area_sq_mi'})\n", " .reset_index(drop=True)\n", " .set_index([pd.Series(range(1, 21))])\n", ") " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Table xx:** Highest Count of 311 Street Flooding Complaints by Neighborhood Tabulation Area (NTA) in New York City." ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:28:05.945747Z", "start_time": "2021-01-12T12:28:05.836830Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
ntaname_boroarea_sq_micountcount_sq_mi
1New Dorp-Midland Beach, Staten Island1.989690346.92
2Hammels-Arverne-Edgemere, Queens2.220662298.15
3Far Rockaway-Bayswater, Queens1.944520267.43
4Borough Park, Brooklyn1.937501258.63
5Springfield Gardens South-Brookville, Queens1.553389250.53
6Lindenwood-Howard Beach, Queens2.315566244.47
7East Village, Manhattan0.39190230.31
8Midtown-Midtown South, Manhattan1.083233215.15
9Lincoln Square, Manhattan0.567118208.13
10Old Town-Dongan Hills-South Beach, Staten Island2.404500208.01
11Rosedale, Queens2.209439198.78
12St. Albans, Queens2.777550198.07
13Oakwood-Oakwood Beach, Staten Island2.006396197.37
14Ocean Parkway South, Brooklyn0.638122191.27
15Clinton, Manhattan0.659126191.18
16Brighton Beach, Brooklyn0.616108175.25
17Baisley Park, Queens1.580275174.08
18Hudson Yards-Chelsea-Flatiron-Union Square, Ma...1.329230173.04
19Midwood, Brooklyn1.284219170.54
20Middle Village, Queens2.069337162.87
\n", "
" ], "text/plain": [ " ntaname_boro area_sq_mi count \\\n", "1 New Dorp-Midland Beach, Staten Island 1.989 690 \n", "2 Hammels-Arverne-Edgemere, Queens 2.220 662 \n", "3 Far Rockaway-Bayswater, Queens 1.944 520 \n", "4 Borough Park, Brooklyn 1.937 501 \n", "5 Springfield Gardens South-Brookville, Queens 1.553 389 \n", "6 Lindenwood-Howard Beach, Queens 2.315 566 \n", "7 East Village, Manhattan 0.391 90 \n", "8 Midtown-Midtown South, Manhattan 1.083 233 \n", "9 Lincoln Square, Manhattan 0.567 118 \n", "10 Old Town-Dongan Hills-South Beach, Staten Island 2.404 500 \n", "11 Rosedale, Queens 2.209 439 \n", "12 St. Albans, Queens 2.777 550 \n", "13 Oakwood-Oakwood Beach, Staten Island 2.006 396 \n", "14 Ocean Parkway South, Brooklyn 0.638 122 \n", "15 Clinton, Manhattan 0.659 126 \n", "16 Brighton Beach, Brooklyn 0.616 108 \n", "17 Baisley Park, Queens 1.580 275 \n", "18 Hudson Yards-Chelsea-Flatiron-Union Square, Ma... 1.329 230 \n", "19 Midwood, Brooklyn 1.284 219 \n", "20 Middle Village, Queens 2.069 337 \n", "\n", " count_sq_mi \n", "1 346.92 \n", "2 298.15 \n", "3 267.43 \n", "4 258.63 \n", "5 250.53 \n", "6 244.47 \n", "7 230.31 \n", "8 215.15 \n", "9 208.13 \n", "10 208.01 \n", "11 198.78 \n", "12 198.07 \n", "13 197.37 \n", "14 191.27 \n", "15 191.18 \n", "16 175.25 \n", "17 174.08 \n", "18 173.04 \n", "19 170.54 \n", "20 162.87 " ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# preview count_sq_mi sort desc\n", "(nta_gdf_counts.loc[:, ['ntaname_boro', 'shape_area_sq_mi', 'count', 'count_sq_mi']]\n", " .sort_values(by='count_sq_mi', ascending=False)\n", " .head(20)\n", " .loc[:, ['ntaname_boro', 'shape_area_sq_mi', 'count', 'count_sq_mi']]\n", " .round({'shape_area_sq_mi': 3})\n", " .rename(columns={'shape_area_sq_mi':'area_sq_mi'})\n", " .reset_index(drop=True)\n", " .set_index([pd.Series(range(1, 21))])\n", ") " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Table xx:** Highest Count of 311 Street Flooding Complaints per Square Mile by Neighborhood Tabulation Area (NTA) in New York City." ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:29:25.894017Z", "start_time": "2021-01-12T12:29:25.558681Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 6))\n", "\n", "data = nta_gdf_counts.sort_values(by='count', ascending=False).head(10)\n", "\n", "sns.barplot(\n", " data=data,\n", " y='ntaname_boro',\n", " x='count',\n", " color='#1f77b4'\n", ")\n", "\n", "label = 'Count of NYC 311 Street Flooding Complaints by NTA from 2010-2020'\n", "plt.title(label, fontsize=12, pad=10, x=.1)\n", "plt.xlabel('Count', fontsize=12)\n", "plt.ylabel('Neighborhood Tabulation Area (NTA)', fontsize=12)\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:29:25.556449Z", "start_time": "2021-01-12T12:29:25.088403Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(8, 6))\n", "\n", "data = nta_gdf_counts.sort_values(by='count_sq_mi', ascending=False).head(10)\n", "\n", "sns.barplot(\n", " data=data,\n", " y='ntaname_boro',\n", " x='count_sq_mi',\n", " color='#1f77b4'\n", ")\n", "\n", "label = 'Count of NYC 311 Street Flooding Complaints Per Square Mile by NTA from 2010-2020'\n", "plt.title(label, fontsize=12, pad=10, x=.1)\n", "plt.xlabel('Count per Square Mile', fontsize=12)\n", "plt.ylabel('Neighborhood Tabulation Area (NTA)', fontsize=12)\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(2, 1, sharey=False, figsize=(8, 7))\n", "\n", "# first plot\n", "data = nta_gdf_counts.sort_values(by='count', ascending=False).head(10)\n", "\n", "sns.barplot(\n", " data=data,\n", " y='ntaname_boro',\n", " x='count',\n", " color='#1f77b4',\n", " ax=axs[0]\n", ")\n", "\n", "label = 'Count of NYC 311 Street Flooding Complaints\\n\\\n", "by Neighborhood Tabulation Area (NTA) from 2010 to 2020'\n", "axs[0].set_title(label, fontsize=12, pad=10, x=.4)\n", "axs[0].set_xlabel('Count', fontsize=12)\n", "axs[0].set_ylabel('')\n", "\n", "# second plot\n", "data = nta_gdf_counts.sort_values(by='count_sq_mi', ascending=False).head(10)\n", "\n", "sns.barplot(\n", " data=data,\n", " y='ntaname_boro',\n", " x='count_sq_mi',\n", " color='#1f77b4',\n", " ax=axs[1]\n", ")\n", "\n", "label = 'Count of NYC 311 Street Flooding Complaints Per Square Mile\\n\\\n", "by Neighborhood Tabulation Area (NTA) from 2010 to 2020'\n", "axs[1].set_title(label, fontsize=12, pad=10, x=.38)\n", "axs[1].set_xlabel('Count per Square Mile', fontsize=12)\n", "axs[1].set_ylabel('')\n", "\n", "fig.tight_layout()\n", "plt.savefig('figures/counts-nta.png', dpi=250, bbox_inches='tight')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:28:06.885032Z", "start_time": "2021-01-12T12:28:06.172060Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", "cmap = plt.cm.Blues\n", "norm = mpl.colors.BoundaryNorm([0, 50, 100, 200, 300, 400], cmap.N)\n", "\n", "nta_gdf_counts.plot(\n", " column='count_sq_mi', \n", " cmap=cmap,\n", " ax=ax, \n", " legend=True,\n", " cax=cax,\n", " norm=norm,\n", ")\n", "\n", "nta_gdf.plot(\n", " facecolor=\"none\", \n", " edgecolor=\"black\", \n", " linewidth=.2,\n", " ax=ax,\n", " zorder=1\n", ")\n", "\n", "borough_gdf.plot(\n", " facecolor=\"none\", \n", " edgecolor=\"black\", \n", " linewidth=.6,\n", " ax=ax,\n", " zorder=2\n", ")\n", "\n", "title = 'Count of NYC 311 Street Flooding Complaints per Square Mile\\n\\\n", "by Neighborhood Tabulation Area (NTA) from 2010 to 2020'\n", "ax.set_title(title, fontsize=13, pad=10)\n", "\n", "ax.axis('off')\n", "plt.tight_layout()\n", "plt.savefig('figures/cover-photo.png', bbox_inches='tight', dpi=250)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Counts by Neighborhood Tabulation Areas (NTA) and Year" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:28:36.164365Z", "start_time": "2021-01-12T12:28:36.000358Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (1843, 13)\n", "\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometryntaname_boroshape_area_sq_miyearcountcount_sq_mi
0QN087.741275e+07081St. Albans45401.316803Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...St. Albans, Queens2.776820105218.73
1QN087.741275e+07081St. Albans45401.316803Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...St. Albans, Queens2.776820115720.53
2QN087.741275e+07081St. Albans45401.316803Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...St. Albans, Queens2.776820127025.21
3QN087.741275e+07081St. Albans45401.316803Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...St. Albans, Queens2.776820135620.17
4QN087.741275e+07081St. Albans45401.316803Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...St. Albans, Queens2.776820144114.77
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng boro_name \\\n", "0 QN08 7.741275e+07 081 St. Albans 45401.316803 Queens \n", "1 QN08 7.741275e+07 081 St. Albans 45401.316803 Queens \n", "2 QN08 7.741275e+07 081 St. Albans 45401.316803 Queens \n", "3 QN08 7.741275e+07 081 St. Albans 45401.316803 Queens \n", "4 QN08 7.741275e+07 081 St. Albans 45401.316803 Queens \n", "\n", " boro_code geometry \\\n", "0 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "1 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "2 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "3 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "4 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "\n", " ntaname_boro shape_area_sq_mi year count count_sq_mi \n", "0 St. Albans, Queens 2.7768 2010 52 18.73 \n", "1 St. Albans, Queens 2.7768 2011 57 20.53 \n", "2 St. Albans, Queens 2.7768 2012 70 25.21 \n", "3 St. Albans, Queens 2.7768 2013 56 20.17 \n", "4 St. Albans, Queens 2.7768 2014 41 14.77 " ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "year_nta = (\n", " gdf_merged\n", " .groupby(by=['year', 'ntaname_boro'])['unique_key']\n", " .count()\n", " .reset_index()\n", " .rename(columns={\"unique_key\": \"count\"})\n", ")\n", "\n", "year_nta = nta_gdf.merge(\n", " year_nta, \n", " on='ntaname_boro',\n", " how='left'\n", ")\n", "\n", "year_nta = (\n", " year_nta\n", " .loc[~year_nta['year'].isnull()]\n", " .astype({'year':'int'})\n", " .reset_index(drop=True)\n", ")\n", "\n", "year_nta['count'] = year_nta['count'].fillna(0).astype(int)\n", "year_nta['count_sq_mi'] = (year_nta['count'] / (year_nta['shape_area_sq_mi']).replace(0, np.nan)).round(2)\n", "\n", "print('shape of data: {}\\n'.format(year_nta.shape))\n", "year_nta.head()" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:28:51.361603Z", "start_time": "2021-01-12T12:28:42.701240Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, axes = plt.subplots(3, 4, figsize=(10, 10))\n", "\n", "for ax, year in zip(axes.flat, year_nta['year'].unique()):\n", " \n", " divider = make_axes_locatable(ax)\n", " cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", " \n", " (year_nta\n", " .loc[year_nta['year'] == year]\n", " .plot(\n", " column='count_sq_mi', \n", " cmap='Blues',\n", " legend=True,\n", " ax=ax, \n", " cax=cax)\n", " )\n", " \n", " nta_gdf.plot(\n", " facecolor=\"none\",\n", " edgecolor=\"black\",\n", " linewidth=.09,\n", " ax=ax\n", " )\n", " \n", " ax.set_title(str(year), fontsize=12)\n", " ax.axis('off')\n", "\n", "axes[2,2].set_axis_off()\n", "axes[2,3].set_axis_off()\n", "\n", "label = 'Count of NYC 311 Street Flooding Complaints Per Square Mile\\n\\\n", "by Neighborhood Tabulation Area (NTA) and Year'\n", "fig.suptitle(label, y=.96, fontsize=13) \n", "\n", "fig.tight_layout() " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## Timedelta of Complaints Response Time" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:30:20.297963Z", "start_time": "2021-01-12T12:30:20.255630Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
created_dateclosed_datecomplaint_duration
02019-12-31 22:42:002020-01-07 11:07:006 days 12:25:00
12019-12-31 07:10:002019-12-31 09:30:000 days 02:20:00
22019-12-18 15:58:002019-12-20 09:30:001 days 17:32:00
32019-12-18 10:16:002019-12-20 09:30:001 days 23:14:00
42019-12-18 09:30:002019-12-18 19:30:000 days 10:00:00
52019-12-18 09:02:002019-12-18 20:30:000 days 11:28:00
62019-12-17 14:25:002019-12-25 14:46:008 days 00:21:00
72019-12-17 13:45:002019-12-18 09:30:000 days 19:45:00
82019-12-17 12:12:002019-12-18 09:30:000 days 21:18:00
92019-12-17 11:41:002019-12-18 09:30:000 days 21:49:00
\n", "
" ], "text/plain": [ " created_date closed_date complaint_duration\n", "0 2019-12-31 22:42:00 2020-01-07 11:07:00 6 days 12:25:00\n", "1 2019-12-31 07:10:00 2019-12-31 09:30:00 0 days 02:20:00\n", "2 2019-12-18 15:58:00 2019-12-20 09:30:00 1 days 17:32:00\n", "3 2019-12-18 10:16:00 2019-12-20 09:30:00 1 days 23:14:00\n", "4 2019-12-18 09:30:00 2019-12-18 19:30:00 0 days 10:00:00\n", "5 2019-12-18 09:02:00 2019-12-18 20:30:00 0 days 11:28:00\n", "6 2019-12-17 14:25:00 2019-12-25 14:46:00 8 days 00:21:00\n", "7 2019-12-17 13:45:00 2019-12-18 09:30:00 0 days 19:45:00\n", "8 2019-12-17 12:12:00 2019-12-18 09:30:00 0 days 21:18:00\n", "9 2019-12-17 11:41:00 2019-12-18 09:30:00 0 days 21:49:00" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# calculate complaint close out duration\n", "gdf_merged['complaint_duration'] = gdf_merged['closed_date'] - gdf_merged['created_date']\n", "\n", "gdf_merged.loc[:, ['created_date', 'closed_date', 'complaint_duration']].head(10)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
complaint_durationcomplaint_duration_dayscomplaint_duration_hours
count2481224812.0000024812.000000
mean2 days 15:23:46.1292922772.2274363.396147
std12 days 20:50:58.44116767712.84321308.849567
min0 days 00:00:000.000000.000000
25%0 days 03:05:000.000003.083333
50%0 days 17:27:000.0000017.450000
75%1 days 19:24:001.0000043.400000
max569 days 16:46:00569.0000013672.766667
\n", "
" ], "text/plain": [ " complaint_duration complaint_duration_days \\\n", "count 24812 24812.00000 \n", "mean 2 days 15:23:46.129292277 2.22743 \n", "std 12 days 20:50:58.441167677 12.84321 \n", "min 0 days 00:00:00 0.00000 \n", "25% 0 days 03:05:00 0.00000 \n", "50% 0 days 17:27:00 0.00000 \n", "75% 1 days 19:24:00 1.00000 \n", "max 569 days 16:46:00 569.00000 \n", "\n", " complaint_duration_hours \n", "count 24812.000000 \n", "mean 63.396147 \n", "std 308.849567 \n", "min 0.000000 \n", "25% 3.083333 \n", "50% 17.450000 \n", "75% 43.400000 \n", "max 13672.766667 " ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# retrieve dt values\n", "gdf_merged['complaint_duration_days'] = gdf_merged['complaint_duration'].dt.days\n", "gdf_merged['complaint_duration_seconds'] = gdf_merged['complaint_duration'].dt.seconds\n", "gdf_merged['complaint_duration_hours'] = gdf_merged['complaint_duration'] / pd.Timedelta(hours=1)\n", "\n", "# examine distribution of complaint duration\n", "cols = ['complaint_duration', 'complaint_duration_days', 'complaint_duration_hours']\n", "gdf_merged.loc[:, cols].describe()" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:30:24.846836Z", "start_time": "2021-01-12T12:30:24.736677Z" } }, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometryntaname_boroshape_area_sq_micomplaint_duration_hours
0QN087.741275e+07081St. Albans45401.316803Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...St. Albans, Queens2.77680019.591667
1BX282.566612e+07005Van Cortlandt Village21945.719299Bronx2MULTIPOLYGON (((1015481.837 261490.578, 101548...Van Cortlandt Village, Bronx0.9206462.266667
2QN558.246139e+07081South Ozone Park36708.169305Queens4MULTIPOLYGON (((1038120.503 188147.096, 103819...South Ozone Park, Queens2.95789519.941667
3BK508.208968e+07047Canarsie43703.609666Brooklyn3MULTIPOLYGON (((1015236.151 174910.303, 101523...Canarsie, Brooklyn2.94456217.050000
4BX411.471671e+07005Mount Hope18937.247819Bronx2MULTIPOLYGON (((1013128.525 250637.931, 101284...Mount Hope, Bronx0.5278894.008333
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 7.741275e+07 081 St. Albans 45401.316803 \n", "1 BX28 2.566612e+07 005 Van Cortlandt Village 21945.719299 \n", "2 QN55 8.246139e+07 081 South Ozone Park 36708.169305 \n", "3 BK50 8.208968e+07 047 Canarsie 43703.609666 \n", "4 BX41 1.471671e+07 005 Mount Hope 18937.247819 \n", "\n", " boro_name boro_code geometry \\\n", "0 Queens 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "1 Bronx 2 MULTIPOLYGON (((1015481.837 261490.578, 101548... \n", "2 Queens 4 MULTIPOLYGON (((1038120.503 188147.096, 103819... \n", "3 Brooklyn 3 MULTIPOLYGON (((1015236.151 174910.303, 101523... \n", "4 Bronx 2 MULTIPOLYGON (((1013128.525 250637.931, 101284... \n", "\n", " ntaname_boro shape_area_sq_mi complaint_duration_hours \n", "0 St. Albans, Queens 2.776800 19.591667 \n", "1 Van Cortlandt Village, Bronx 0.920646 2.266667 \n", "2 South Ozone Park, Queens 2.957895 19.941667 \n", "3 Canarsie, Brooklyn 2.944562 17.050000 \n", "4 Mount Hope, Bronx 0.527889 4.008333 " ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# calculate median complaint close out duration \n", "grouped_gdf = (\n", " gdf_merged\n", " .groupby('ntaname_boro')['complaint_duration_hours']\n", " .median()\n", " .reset_index()\n", ")\n", "\n", "# merge to geodataframe to plot\n", "nta_shape_time = nta_gdf.merge(\n", " grouped_gdf, \n", " left_on='ntaname_boro', \n", " right_on='ntaname_boro'\n", ")\n", "\n", "nta_shape_time.head()" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
complaint_duration_hours
count194.000000
mean15.336297
std7.259033
min2.266667
25%9.802083
50%16.883333
75%20.533333
max41.883333
\n", "
" ], "text/plain": [ " complaint_duration_hours\n", "count 194.000000\n", "mean 15.336297\n", "std 7.259033\n", "min 2.266667\n", "25% 9.802083\n", "50% 16.883333\n", "75% 20.533333\n", "max 41.883333" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# examine value distributions\n", "nta_shape_time.loc[:, ['complaint_duration_hours']].describe()" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "ExecuteTime": { "end_time": "2021-01-12T12:30:27.787432Z", "start_time": "2021-01-12T12:30:26.660026Z" } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", "cmap = plt.cm.Blues\n", "norm = mpl.colors.BoundaryNorm([0, 6, 12, 18, 24, 36], cmap.N)\n", "\n", "nta_shape_time.plot(\n", " column='complaint_duration_hours', \n", " cmap=cmap,\n", " ax=ax, \n", " legend=True,\n", " cax=cax,\n", " norm=norm,\n", ")\n", "\n", "nta_gdf.plot(\n", " facecolor=\"none\", \n", " edgecolor=\"black\", \n", " linewidth=.2,\n", " ax=ax\n", ")\n", "\n", "borough_gdf.plot(\n", " facecolor=\"none\", \n", " edgecolor=\"black\", \n", " linewidth=.6,\n", " ax=ax\n", ")\n", "\n", "title = 'Median Response Hours for NYC 311 Street Flooding Complaints by NTA'\n", "ax.set_title(title, fontsize=13, pad=10)\n", "ax.axis('off')\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Figure xx:**" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.13" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": true, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": {}, "toc_section_display": true, "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 4 }