{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data \n", "## Part 4: Working with geospatial data and mapping\n", "\n", "Mark Bauer" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Table of Contents\n", "=================\n", "\n", " 1. Importing Libraries \n", " 2. Reading and Writing Files\n", " * 2.1 Reading Spatial Data\n", " * 2.2 Writing Spatial Data \n", " 3. Data Structures\n", " * 3.1 GeoSeries\n", " * 3.2 GeoDataFrame \n", " 4. Attributes and Methods\n", " * 4.1 Basic Attributes\n", " * 4.2 Basic Methods\n", " * 4.3 Create Centroids from Polygons\n", " * 4.4 Creating a GeoDataFrame from a DataFrame with Coordinates\n", " 5. Making Maps\n", " * 5.1 Points\n", " * 5.2 Lines\n", " * 5.3 Polygons\n", " * 5.4 Maps with Layers\n", " * 5.5 Adding Background Map\n", " * 5.6 Clip Data\n", " 6. Joining Data\n", " * 6.1 Attribute Join\n", " * 6.2 Spatial Join\n", " 7. Indexing and Selecting Data\n", " 8. Coordinate Reference Systems\n", " 9. Types of Maps\n", " * 9.1 Choropleth Maps\n", " * 9.2 Heat Maps\n", " * 9.3 Hexbin Map\n", " * 9.4 Proportional Symbol Map\n", " * 9.5 Graduated Symbol Map\n", " * 9.6 Voroni Map\n", " * 9.7 Quadtree Map\n", " 10. Relationship Tests \n", " 11. Set Operations with Overlay \n", " * 11.1 Union\n", " * 11.2 Intersection\n", " * 11.3 Symmetric Difference\n", " * 11.4 Difference\n", " * 11.5 Identity\n", " * 11.6 Aggregation with Dissolve\n", " 12. Additional Attributes and Methods \n", " * 12.1 Unary Predicates\n", " * 12.2 Binary Predicates\n", " * 12.2.1 Centroids vs. Representative Points\n", " * 12.3 Constructive Methods / Affine Transformations\n", " * 12.3.1 Buffer\n", " * 12.3.2 Translate/Offset\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Goal:** In this notebook, we will review various workflows of working with geospatial data and mapping.\n", "\n", "**Main Libraries:** \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.\n", "\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." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Datasets\n", "Schools: https://data.cityofnewyork.us/Education/School-Point-Locations/jfju-ynrr\n", "\n", "Streets: https://data.cityofnewyork.us/City-Government/NYC-Street-Centerline-CSCL-/exjm-f27b\n", "\n", "Streets: https://data.cityofnewyork.us/City-Government/NYC-Street-Centerline-CSCL-/exjm-f27b" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 1. Importing Libraries" ] }, { "cell_type": "code", "execution_count": 273, "metadata": {}, "outputs": [], "source": [ "# importing libraries\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", "from matplotlib.ticker import FuncFormatter\n", "import matplotlib.patheffects as pe\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", "import contextily as ctx" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Printing verions 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": 274, "metadata": {}, "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 : 1.22.4\n", "pandas : 1.4.2\n", "geopandas : 0.9.0\n", "matplotlib: 3.5.2\n", "\n" ] } ], "source": [ "%reload_ext watermark\n", "%watermark -v -p numpy,pandas,geopandas,matplotlib" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 2. Reading and Writing Files" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2.1 Reading Spatial Data" ] }, { "cell_type": "code", "execution_count": 275, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (195, 8)\n" ] }, { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.847081St. Albans45401.316803Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...
1BX2825666124.5948005Van Cortlandt Village21945.719299Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...
2QN5582461393.7368081South Ozone Park36708.1693055Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...
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" ], "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 BK40 14041667.99 047 Windsor Terrace 19033.6720656 \n", "4 BK50 82089678.6389 047 Canarsie 43703.6096661 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "2 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... \n", "3 Brooklyn 3 MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ... \n", "4 Brooklyn 3 MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ... " ] }, "execution_count": 275, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# saving neighborhood tabulation areas (nta) file link as 'path'\n", "path = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(path)\n", "\n", "print('shape of data: {}'.format(nta_shape.shape))\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 276, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (1709, 18)\n" ] }, { "data": { "text/html": [ "
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ATS_CODEBOROBORONUMLOC_CODESCHOOLNAMESCH_TYPEMANAGED_BYGEO_DISTRIADMIN_DISTADDRESSSTATE_CODEZIPPRINCIPALPRIN_PHFAXGRADESCitygeometry
015K001K2.0K001P.S. 001 THE BERGENElementary11515309 47 STREETNY11220Jennifer Eusanio718-567-7661718-567-9771PK,0K,01,02,03,04,05,SEBROOKLYNPOINT (980985.054 175780.759)
117K002K2.0K002M.S. 002Junior High-Intermediate-Middle11717655 PARKSIDE AVENUENY11226ADRIENNE SPENCER718-462-6992718-284-771706,07,08,SEBROOKLYNPOINT (997785.136 178431.911)
221K095K2.0K095P.S. 095 THE GRAVESENDK-812121345 VAN SICKLEN STREETNY11223Janet Ndzibah718-449-5050718-449-3047PK,0K,01,02,03,04,05,06,07,08,SEBROOKLYNPOINT (991224.983 156323.361)
321K096K2.0K096I.S. 096 SETH LOWJunior High-Intermediate-Middle1212199 AVENUE PNY11204Denise Sandra Levinsky718-236-1344718-236-239706,07,08,SEBROOKLYNPOINT (988439.681 160709.993)
421K097K2.0K097P.S. 97 THE HIGHLAWNElementary121211855 STILLWELL AVENUENY11223KRISTINE MUSTILLO718-372-7393718-372-3842PK,0K,01,02,03,04,05,SEBROOKLYNPOINT (988205.073 158329.591)
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" ], "text/plain": [ " ATS_CODE BORO BORONUM LOC_CODE SCHOOLNAME \\\n", "0 15K001       K 2.0 K001 P.S. 001 THE BERGEN \n", "1 17K002       K 2.0 K002 M.S. 002 \n", "2 21K095       K 2.0 K095 P.S. 095 THE GRAVESEND \n", "3 21K096       K 2.0 K096 I.S. 096 SETH LOW \n", "4 21K097       K 2.0 K097 P.S. 97 THE HIGHLAWN \n", "\n", " SCH_TYPE MANAGED_BY GEO_DISTRI ADMIN_DIST \\\n", "0 Elementary 1 15 15 \n", "1 Junior High-Intermediate-Middle 1 17 17 \n", "2 K-8 1 21 21 \n", "3 Junior High-Intermediate-Middle 1 21 21 \n", "4 Elementary 1 21 21 \n", "\n", " ADDRESS STATE_CODE ZIP PRINCIPAL \\\n", "0 309 47 STREET NY 11220 Jennifer Eusanio \n", "1 655 PARKSIDE AVENUE NY 11226 ADRIENNE SPENCER \n", "2 345 VAN SICKLEN STREET NY 11223 Janet Ndzibah \n", "3 99 AVENUE P NY 11204 Denise Sandra Levinsky \n", "4 1855 STILLWELL AVENUE NY 11223 KRISTINE MUSTILLO \n", "\n", " PRIN_PH FAX GRADES City \\\n", "0 718-567-7661 718-567-9771 PK,0K,01,02,03,04,05,SE BROOKLYN \n", "1 718-462-6992 718-284-7717 06,07,08,SE BROOKLYN \n", "2 718-449-5050 718-449-3047 PK,0K,01,02,03,04,05,06,07,08,SE BROOKLYN \n", "3 718-236-1344 718-236-2397 06,07,08,SE BROOKLYN \n", "4 718-372-7393 718-372-3842 PK,0K,01,02,03,04,05,SE BROOKLYN \n", "\n", " geometry \n", "0 POINT (980985.054 175780.759) \n", "1 POINT (997785.136 178431.911) \n", "2 POINT (991224.983 156323.361) \n", "3 POINT (988439.681 160709.993) \n", "4 POINT (988205.073 158329.591) " ] }, "execution_count": 276, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# saving school points shapefile link as 'path'\n", "path = 'https://data.cityofnewyork.us/download/jfju-ynrr/application%2Fzip'\n", "school_points = gpd.read_file(path) \n", "\n", "print('shape of data: {}'.format(school_points.shape))\n", "school_points.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2.2 Writing Spatial Data" ] }, { "cell_type": "code", "execution_count": 277, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/markbauer/opt/anaconda3/envs/geopandas_env/lib/python3.8/site-packages/geopandas/io/file.py:299: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n", " pd.Int64Index,\n", "/var/folders/nt/dw7y_xj95mv6nrk00x5xkk2w0000gn/T/ipykernel_13799/500934820.py:2: UserWarning: Column names longer than 10 characters will be truncated when saved to ESRI Shapefile.\n", " nta_shape.to_file(\"data/nta_shape.shp\")\n", "/Users/markbauer/opt/anaconda3/envs/geopandas_env/lib/python3.8/site-packages/geopandas/io/file.py:299: FutureWarning: pandas.Int64Index is deprecated and will be removed from pandas in a future version. Use pandas.Index with the appropriate dtype instead.\n", " pd.Int64Index,\n" ] } ], "source": [ "# Writing nta file to Shapefile foramt\n", "nta_shape.to_file(\"data/nta_shape.shp\")\n", "\n", "# Writing nta file to GeoJSON format\n", "nta_shape.to_file(\"data/nta_shape.geojson\", driver='GeoJSON')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 3. Data Structures" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3.1 GeoSeries" ] }, { "cell_type": "code", "execution_count": 278, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "geopandas.geoseries.GeoSeries" ] }, "execution_count": 278, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returning the type of a column in our dataframe\n", "type(nta_shape['geometry'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3.2 GeoDataFrame" ] }, { "cell_type": "code", "execution_count": 279, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "geopandas.geodataframe.GeoDataFrame" ] }, "execution_count": 279, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returning the type of our data in our dataframe\n", "type(nta_shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 4. Attributes and Methods" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.1 Basic Attributes" ] }, { "cell_type": "code", "execution_count": 280, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (195, 8)\n" ] }, { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.847081St. Albans45401.316803Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...
1BX2825666124.5948005Van Cortlandt Village21945.719299Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...
2QN5582461393.7368081South Ozone Park36708.1693055Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...
3BK4014041667.99047Windsor Terrace19033.6720656Brooklyn3MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ...
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" ], "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 BK40 14041667.99 047 Windsor Terrace 19033.6720656 \n", "4 BK50 82089678.6389 047 Canarsie 43703.6096661 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "2 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... \n", "3 Brooklyn 3 MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ... \n", "4 Brooklyn 3 MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ... " ] }, "execution_count": 280, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in our nta dataframe\n", "path = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(path)\n", "\n", "print('shape of data: {}'.format(nta_shape.shape))\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 281, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/nt/dw7y_xj95mv6nrk00x5xkk2w0000gn/T/ipykernel_13799/1359284559.py:1: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n", "\n", " nta_shape.centroid\n" ] }, { "data": { "text/plain": [ "0 POINT (-73.76315 40.69120)\n", "1 POINT (-73.89562 40.87651)\n", "2 POINT (-73.81946 40.67616)\n", "3 POINT (-73.97798 40.65361)\n", "4 POINT (-73.89975 40.63804)\n", " ... \n", "190 POINT (-73.91285 40.81826)\n", "191 POINT (-73.91682 40.80735)\n", "192 POINT (-73.92440 40.82900)\n", "193 POINT (-74.10231 40.63897)\n", "194 POINT (-74.10286 40.63005)\n", "Length: 195, dtype: geometry" ] }, "execution_count": 281, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nta_shape.centroid" ] }, { "cell_type": "code", "execution_count": 282, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: WGS 84\n", "Axis Info [ellipsoidal]:\n", "- Lat[north]: Geodetic latitude (degree)\n", "- Lon[east]: Geodetic longitude (degree)\n", "Area of Use:\n", "- name: World.\n", "- bounds: (-180.0, -90.0, 180.0, 90.0)\n", "Datum: World Geodetic System 1984 ensemble\n", "- Ellipsoid: WGS 84\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 282, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returns the object's Coordinate Reference System (CRS)\n", "nta_shape.crs" ] }, { "cell_type": "code", "execution_count": 283, "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": 283, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# changing the CRS to 2263\n", "nta_shape = nta_shape.to_crs(epsg=2263)\n", "\n", "nta_shape.crs" ] }, { "cell_type": "code", "execution_count": 284, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'geometry'" ] }, "execution_count": 284, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returning the geometry column name of our dataframe\n", "nta_shape.geometry.name" ] }, { "cell_type": "code", "execution_count": 285, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 7.741292e+07\n", "1 2.566604e+07\n", "2 8.246160e+07\n", "3 1.404178e+07\n", "4 8.208995e+07\n", " ... \n", "190 1.727176e+07\n", "191 4.189862e+07\n", "192 1.936632e+07\n", "193 5.602847e+07\n", "194 4.713636e+07\n", "Length: 195, dtype: float64" ] }, "execution_count": 285, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returns the area of each geometry in our dataframe\n", "nta_shape.area" ] }, { "cell_type": "code", "execution_count": 286, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 45401.262603\n", "1 21945.690664\n", "2 36708.211767\n", "3 19033.495676\n", "4 43703.411612\n", " ... \n", "190 19589.205786\n", "191 35604.789533\n", "192 28571.743902\n", "193 66052.372025\n", "194 30321.158279\n", "Length: 195, dtype: float64" ] }, "execution_count": 286, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returns the length of each geometry in our dataframe\n", "nta_shape.length" ] }, { "cell_type": "code", "execution_count": 287, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " minx miny maxx maxy\n", "0 1.044355e+06 184842.840242 1.055351e+06 197901.534733\n", "1 1.010225e+06 254827.669741 1.015865e+06 262072.319341\n", "2 1.028592e+06 180687.517539 1.039417e+06 191428.558482\n", "3 9.874597e+05 174200.382223 9.923417e+05 180513.040543\n", "4 1.006465e+06 166076.736074 1.018348e+06 178002.549315\n", ".. ... ... ... ...\n", "190 1.004559e+06 235227.936872 1.011570e+06 239634.778208\n", "191 1.002832e+06 229165.562187 1.012914e+06 237509.028554\n", "192 1.002772e+06 235573.155213 1.008621e+06 247186.744655\n", "193 9.478001e+05 166292.298100 9.648278e+05 175709.042735\n", "194 9.515956e+05 163870.427267 9.610098e+05 172591.332764\n", "\n", "[195 rows x 4 columns]" ] }, "execution_count": 287, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returns the bounds of each geometry in our dataframe\n", "nta_shape.bounds" ] }, { "cell_type": "code", "execution_count": 288, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 913175.322545 , 120128.46967879, 1067382.55674218,\n", " 272844.42019008])" ] }, "execution_count": 288, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returns the values for the bounds of the series as a whole\n", "nta_shape.total_bounds" ] }, { "cell_type": "code", "execution_count": 289, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 MultiPolygon\n", "1 MultiPolygon\n", "2 MultiPolygon\n", "3 MultiPolygon\n", "4 MultiPolygon\n", " ... \n", "190 MultiPolygon\n", "191 MultiPolygon\n", "192 MultiPolygon\n", "193 MultiPolygon\n", "194 MultiPolygon\n", "Length: 195, dtype: object" ] }, "execution_count": 289, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returning the type of geometries\n", "nta_shape.geom_type" ] }, { "cell_type": "code", "execution_count": 290, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 True\n", "1 True\n", "2 True\n", "3 True\n", "4 True\n", " ... \n", "190 True\n", "191 True\n", "192 True\n", "193 True\n", "194 True\n", "Length: 195, dtype: bool" ] }, "execution_count": 290, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returning valid geometry\n", "nta_shape.is_valid" ] }, { "cell_type": "code", "execution_count": 291, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (1709, 18)\n" ] }, { "data": { "text/html": [ "
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ATS_CODEBOROBORONUMLOC_CODESCHOOLNAMESCH_TYPEMANAGED_BYGEO_DISTRIADMIN_DISTADDRESSSTATE_CODEZIPPRINCIPALPRIN_PHFAXGRADESCitygeometry
015K001K2.0K001P.S. 001 THE BERGENElementary11515309 47 STREETNY11220Jennifer Eusanio718-567-7661718-567-9771PK,0K,01,02,03,04,05,SEBROOKLYNPOINT (980985.054 175780.759)
117K002K2.0K002M.S. 002Junior High-Intermediate-Middle11717655 PARKSIDE AVENUENY11226ADRIENNE SPENCER718-462-6992718-284-771706,07,08,SEBROOKLYNPOINT (997785.136 178431.911)
221K095K2.0K095P.S. 095 THE GRAVESENDK-812121345 VAN SICKLEN STREETNY11223Janet Ndzibah718-449-5050718-449-3047PK,0K,01,02,03,04,05,06,07,08,SEBROOKLYNPOINT (991224.983 156323.361)
321K096K2.0K096I.S. 096 SETH LOWJunior High-Intermediate-Middle1212199 AVENUE PNY11204Denise Sandra Levinsky718-236-1344718-236-239706,07,08,SEBROOKLYNPOINT (988439.681 160709.993)
421K097K2.0K097P.S. 97 THE HIGHLAWNElementary121211855 STILLWELL AVENUENY11223KRISTINE MUSTILLO718-372-7393718-372-3842PK,0K,01,02,03,04,05,SEBROOKLYNPOINT (988205.073 158329.591)
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" ], "text/plain": [ " ATS_CODE BORO BORONUM LOC_CODE SCHOOLNAME \\\n", "0 15K001       K 2.0 K001 P.S. 001 THE BERGEN \n", "1 17K002       K 2.0 K002 M.S. 002 \n", "2 21K095       K 2.0 K095 P.S. 095 THE GRAVESEND \n", "3 21K096       K 2.0 K096 I.S. 096 SETH LOW \n", "4 21K097       K 2.0 K097 P.S. 97 THE HIGHLAWN \n", "\n", " SCH_TYPE MANAGED_BY GEO_DISTRI ADMIN_DIST \\\n", "0 Elementary 1 15 15 \n", "1 Junior High-Intermediate-Middle 1 17 17 \n", "2 K-8 1 21 21 \n", "3 Junior High-Intermediate-Middle 1 21 21 \n", "4 Elementary 1 21 21 \n", "\n", " ADDRESS STATE_CODE ZIP PRINCIPAL \\\n", "0 309 47 STREET NY 11220 Jennifer Eusanio \n", "1 655 PARKSIDE AVENUE NY 11226 ADRIENNE SPENCER \n", "2 345 VAN SICKLEN STREET NY 11223 Janet Ndzibah \n", "3 99 AVENUE P NY 11204 Denise Sandra Levinsky \n", "4 1855 STILLWELL AVENUE NY 11223 KRISTINE MUSTILLO \n", "\n", " PRIN_PH FAX GRADES City \\\n", "0 718-567-7661 718-567-9771 PK,0K,01,02,03,04,05,SE BROOKLYN \n", "1 718-462-6992 718-284-7717 06,07,08,SE BROOKLYN \n", "2 718-449-5050 718-449-3047 PK,0K,01,02,03,04,05,06,07,08,SE BROOKLYN \n", "3 718-236-1344 718-236-2397 06,07,08,SE BROOKLYN \n", "4 718-372-7393 718-372-3842 PK,0K,01,02,03,04,05,SE BROOKLYN \n", "\n", " geometry \n", "0 POINT (980985.054 175780.759) \n", "1 POINT (997785.136 178431.911) \n", "2 POINT (991224.983 156323.361) \n", "3 POINT (988439.681 160709.993) \n", "4 POINT (988205.073 158329.591) " ] }, "execution_count": 291, "metadata": {}, "output_type": "execute_result" } ], "source": [ "path = 'https://data.cityofnewyork.us/download/jfju-ynrr/application%2Fzip'\n", "school_points = gpd.read_file(path) \n", "\n", "print('shape of data: {}'.format(school_points.shape))\n", "school_points.head()" ] }, { "cell_type": "code", "execution_count": 292, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 9.809851e+05\n", "1 9.977851e+05\n", "2 9.912250e+05\n", "3 9.884397e+05\n", "4 9.882051e+05\n", " ... \n", "1704 1.000975e+06\n", "1705 1.027677e+06\n", "1706 1.008200e+06\n", "1707 1.008240e+06\n", "1708 1.006497e+06\n", "Length: 1709, dtype: float64" ] }, "execution_count": 292, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returns the x-coordinate of each geometry\n", "school_points['geometry'].x" ] }, { "cell_type": "code", "execution_count": 293, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 175780.758994\n", "1 178431.910832\n", "2 156323.361213\n", "3 160709.992624\n", "4 158329.591337\n", " ... \n", "1704 216289.828741\n", "1705 251468.397826\n", "1706 259137.236530\n", "1707 259105.896860\n", "1708 235553.859500\n", "Length: 1709, dtype: float64" ] }, "execution_count": 293, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returns the y-coordinate of each geometry\n", "school_points['geometry'].y" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.2 Basic Methods" ] }, { "cell_type": "code", "execution_count": 294, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0 1.403867e+08\n", "1 1.403702e+08\n", "2 1.403747e+08\n", "3 1.403779e+08\n", "4 1.403779e+08\n", " ... \n", "1704 1.403705e+08\n", "1705 1.403472e+08\n", "1706 1.403673e+08\n", "1707 1.403672e+08\n", "1708 1.403668e+08\n", "Length: 1709, dtype: float64" ] }, "execution_count": 294, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# distance to Met Museum\n", "metmuseum = (\n", " gpd\n", " .GeoSeries(Point(40.77933770631253, -73.96381364165454), crs=4326)\n", " .to_crs(school_points.crs)\n", ")\n", "school_points.distance(metmuseum[0])" ] }, { "cell_type": "code", "execution_count": 295, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/markbauer/opt/anaconda3/envs/geopandas_env/lib/python3.8/site-packages/geopandas/array.py:524: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n", " return GeometryArray(vectorized.representative_point(self.data), crs=self.crs)\n" ] }, { "data": { "text/plain": [ "0 POINT (1050079.802 191559.967)\n", "1 POINT (1012889.153 258442.655)\n", "2 POINT (1034035.366 186002.978)\n", "3 POINT (990565.486 177424.952)\n", "4 POINT (1012066.305 172053.301)\n", " ... \n", "190 POINT (1008169.241 237403.124)\n", "191 POINT (1007211.022 233460.108)\n", "192 POINT (1004968.173 241365.304)\n", "193 POINT (950066.269 170997.635)\n", "194 POINT (955612.192 168264.960)\n", "Length: 195, dtype: geometry" ] }, "execution_count": 295, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returns a centroid that is guaranteed to be within the geometry\n", "nta_shape.representative_point()" ] }, { "cell_type": "code", "execution_count": 296, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Old CRS: epsg:2263\n", "New CRS: epsg:4326\n" ] } ], "source": [ "print(\"Old CRS: {}\".format(nta_shape.crs)) # printing the current CRS of the nta\n", "print(\"New CRS: {}\".format(nta_shape.to_crs(epsg=4326).crs)) # changing and printing the CRS to '4326'" ] }, { "cell_type": "code", "execution_count": 297, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 297, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plotting the geodataframe\n", "nta_shape.plot()" ] }, { "cell_type": "code", "execution_count": 298, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 298, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# changing the CRS and then plotting the geodataframe\n", "(nta_shape\n", " .to_crs(epsg=4326)\n", " .plot()\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.3 Create Centroids from Polygons" ] }, { "cell_type": "code", "execution_count": 299, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 299, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# returning the centroid of our shape and saving as a new column called 'centroid_column'\n", "nta_shape['centroid_column'] = nta_shape.centroid\n", "\n", "# setting our geometry as the new centroid column and then plotting \n", "(nta_shape\n", " .set_geometry('centroid_column')\n", " .plot()\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4.4 Creating a GeoDataFrame from a DataFrame with Coordinates" ] }, { "cell_type": "code", "execution_count": 300, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (195, 8)\n" ] }, { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.847081St. Albans45401.316803Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...
1BX2825666124.5948005Van Cortlandt Village21945.719299Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...
2QN5582461393.7368081South Ozone Park36708.1693055Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...
3BK4014041667.99047Windsor Terrace19033.6720656Brooklyn3MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ...
4BK5082089678.6389047Canarsie43703.6096661Brooklyn3MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ...
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" ], "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 BK40 14041667.99 047 Windsor Terrace 19033.6720656 \n", "4 BK50 82089678.6389 047 Canarsie 43703.6096661 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "2 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... \n", "3 Brooklyn 3 MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ... \n", "4 Brooklyn 3 MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ... " ] }, "execution_count": 300, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in our nta data as a geodataframe\n", "path = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(path) \n", "\n", "print('shape of data: {}'.format(nta_shape.shape))\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 301, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/nt/dw7y_xj95mv6nrk00x5xkk2w0000gn/T/ipykernel_13799/640140565.py:2: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n", "\n", " nta_shape['centroid_column'] = nta_shape.centroid\n" ] }, { "data": { "text/html": [ "
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ntanamexy
0St. Albans-73.76314640.691202
1Van Cortlandt Village-73.89562240.876513
2South Ozone Park-73.81945940.676155
3Windsor Terrace-73.97798340.653612
4Canarsie-73.89975140.638042
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" ], "text/plain": [ " ntaname x y\n", "0 St. Albans -73.763146 40.691202\n", "1 Van Cortlandt Village -73.895622 40.876513\n", "2 South Ozone Park -73.819459 40.676155\n", "3 Windsor Terrace -73.977983 40.653612\n", "4 Canarsie -73.899751 40.638042" ] }, "execution_count": 301, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# creating colums for the x and y coordinates of our geometries and deleting previous geometries\n", "nta_shape['centroid_column'] = nta_shape.centroid\n", "nta_shape = nta_shape.set_geometry('centroid_column')\n", "\n", "nta_shape['x'] = nta_shape.centroid_column.x\n", "nta_shape['y'] = nta_shape.centroid_column.y\n", "nta_shape_no_geometry = nta_shape.loc[:, ['ntaname', 'x', 'y']]\n", "\n", "nta_shape_no_geometry.head()" ] }, { "cell_type": "code", "execution_count": 302, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/markbauer/opt/anaconda3/envs/geopandas_env/lib/python3.8/site-packages/geopandas/array.py:275: ShapelyDeprecationWarning: The array interface is deprecated and will no longer work in Shapely 2.0. Convert the '.coords' to a numpy array instead.\n", " return GeometryArray(vectorized.points_from_xy(x, y, z), crs=crs)\n" ] }, { "data": { "text/html": [ "
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ntanamexygeometry
0St. Albans-73.76314640.691202POINT (-73.76315 40.69120)
1Van Cortlandt Village-73.89562240.876513POINT (-73.89562 40.87651)
2South Ozone Park-73.81945940.676155POINT (-73.81946 40.67616)
3Windsor Terrace-73.97798340.653612POINT (-73.97798 40.65361)
4Canarsie-73.89975140.638042POINT (-73.89975 40.63804)
\n", "
" ], "text/plain": [ " ntaname x y geometry\n", "0 St. Albans -73.763146 40.691202 POINT (-73.76315 40.69120)\n", "1 Van Cortlandt Village -73.895622 40.876513 POINT (-73.89562 40.87651)\n", "2 South Ozone Park -73.819459 40.676155 POINT (-73.81946 40.67616)\n", "3 Windsor Terrace -73.977983 40.653612 POINT (-73.97798 40.65361)\n", "4 Canarsie -73.899751 40.638042 POINT (-73.89975 40.63804)" ] }, "execution_count": 302, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Generate GeometryArray of point geometries from x, y coordinates\n", "nta_shape_with_geometry = gpd.GeoDataFrame(\n", " nta_shape_no_geometry,\n", " geometry=gpd.points_from_xy(nta_shape_no_geometry.x, nta_shape_no_geometry.y)\n", ")\n", "\n", "# previewing our new point geometry column\n", "nta_shape_with_geometry.head()" ] }, { "cell_type": "code", "execution_count": 303, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 303, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plotting our data\n", "nta_shape_with_geometry.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 5. Making Maps" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "GeoPandas has three basic classes of geometric objects (which are actually shapely objects):\n", "\n", "- Points / Multi-Points\n", "\n", "- Lines / Multi-Lines\n", "\n", "- Polygons / Multi-Polygons" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5.1 Points" ] }, { "cell_type": "code", "execution_count": 304, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (1709, 18)\n" ] }, { "data": { "text/html": [ "
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ATS_CODEBOROBORONUMLOC_CODESCHOOLNAMESCH_TYPEMANAGED_BYGEO_DISTRIADMIN_DISTADDRESSSTATE_CODEZIPPRINCIPALPRIN_PHFAXGRADESCitygeometry
015K001K2.0K001P.S. 001 THE BERGENElementary11515309 47 STREETNY11220Jennifer Eusanio718-567-7661718-567-9771PK,0K,01,02,03,04,05,SEBROOKLYNPOINT (980985.054 175780.759)
117K002K2.0K002M.S. 002Junior High-Intermediate-Middle11717655 PARKSIDE AVENUENY11226ADRIENNE SPENCER718-462-6992718-284-771706,07,08,SEBROOKLYNPOINT (997785.136 178431.911)
221K095K2.0K095P.S. 095 THE GRAVESENDK-812121345 VAN SICKLEN STREETNY11223Janet Ndzibah718-449-5050718-449-3047PK,0K,01,02,03,04,05,06,07,08,SEBROOKLYNPOINT (991224.983 156323.361)
321K096K2.0K096I.S. 096 SETH LOWJunior High-Intermediate-Middle1212199 AVENUE PNY11204Denise Sandra Levinsky718-236-1344718-236-239706,07,08,SEBROOKLYNPOINT (988439.681 160709.993)
421K097K2.0K097P.S. 97 THE HIGHLAWNElementary121211855 STILLWELL AVENUENY11223KRISTINE MUSTILLO718-372-7393718-372-3842PK,0K,01,02,03,04,05,SEBROOKLYNPOINT (988205.073 158329.591)
\n", "
" ], "text/plain": [ " ATS_CODE BORO BORONUM LOC_CODE SCHOOLNAME \\\n", "0 15K001       K 2.0 K001 P.S. 001 THE BERGEN \n", "1 17K002       K 2.0 K002 M.S. 002 \n", "2 21K095       K 2.0 K095 P.S. 095 THE GRAVESEND \n", "3 21K096       K 2.0 K096 I.S. 096 SETH LOW \n", "4 21K097       K 2.0 K097 P.S. 97 THE HIGHLAWN \n", "\n", " SCH_TYPE MANAGED_BY GEO_DISTRI ADMIN_DIST \\\n", "0 Elementary 1 15 15 \n", "1 Junior High-Intermediate-Middle 1 17 17 \n", "2 K-8 1 21 21 \n", "3 Junior High-Intermediate-Middle 1 21 21 \n", "4 Elementary 1 21 21 \n", "\n", " ADDRESS STATE_CODE ZIP PRINCIPAL \\\n", "0 309 47 STREET NY 11220 Jennifer Eusanio \n", "1 655 PARKSIDE AVENUE NY 11226 ADRIENNE SPENCER \n", "2 345 VAN SICKLEN STREET NY 11223 Janet Ndzibah \n", "3 99 AVENUE P NY 11204 Denise Sandra Levinsky \n", "4 1855 STILLWELL AVENUE NY 11223 KRISTINE MUSTILLO \n", "\n", " PRIN_PH FAX GRADES City \\\n", "0 718-567-7661 718-567-9771 PK,0K,01,02,03,04,05,SE BROOKLYN \n", "1 718-462-6992 718-284-7717 06,07,08,SE BROOKLYN \n", "2 718-449-5050 718-449-3047 PK,0K,01,02,03,04,05,06,07,08,SE BROOKLYN \n", "3 718-236-1344 718-236-2397 06,07,08,SE BROOKLYN \n", "4 718-372-7393 718-372-3842 PK,0K,01,02,03,04,05,SE BROOKLYN \n", "\n", " geometry \n", "0 POINT (980985.054 175780.759) \n", "1 POINT (997785.136 178431.911) \n", "2 POINT (991224.983 156323.361) \n", "3 POINT (988439.681 160709.993) \n", "4 POINT (988205.073 158329.591) " ] }, "execution_count": 304, "metadata": {}, "output_type": "execute_result" } ], "source": [ "path = 'https://data.cityofnewyork.us/download/jfju-ynrr/application%2Fzip'\n", "school_points = gpd.read_file(path)\n", "\n", "print('shape of data: {}'.format(school_points.shape))\n", "school_points.head()" ] }, { "cell_type": "code", "execution_count": 305, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8)) \n", "\n", "# converting to more accurate coordinate referance system\n", "school_points = school_points.to_crs(epsg=2263)\n", "school_points.plot(\n", " ax=ax, \n", " color='#1f77b4'\n", ")\n", "\n", "ax.set_title('Points', pad=30, fontsize=25) # setting title as 'Points'\n", "plt.axis('off') # turning off the plot axis\n", "plt.tight_layout() # returing a tight layout of the plot" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5.2 Lines" ] }, { "cell_type": "code", "execution_count": 306, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (121171, 33)\n" ] }, { "data": { "text/html": [ "
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rw_typel_low_hnpre_directst_widthr_zipr_low_hnbike_lanepost_typer_blkfc_idbike_trafd...snow_priborocodetrafdirpre_modifist_labelphysicalidst_namecreatedl_high_hngeometry
0150None42.01028051NonePL1222601917None...C1TWNoneBATTERY PL3BATTERY2007-11-29T00:00:0064MULTILINESTRING ((-74.01793 40.70617, -74.0178...
1166None42.01028065NonePL1222604562None...C1TWNoneBATTERY PL5BATTERY2007-11-29T00:00:0082MULTILINESTRING ((-74.01757 40.70684, -74.0171...
2184None42.01028083NonePL1222600933None...C1TWNoneBATTERY PL6BATTERY2007-11-29T00:00:0098MULTILINESTRING ((-74.01712 40.70746, -74.0166...
31NoneNone42.010280NoneNonePL1222600931None...C1TWNoneBATTERY PL8BATTERY2007-11-29T00:00:00NoneMULTILINESTRING ((-74.01694 40.70481, -74.0170...
41NoneNone24.010004NoneNonePL212262395None...C1TFNoneBATTERY PL14BATTERY2011-04-22T00:00:00NoneMULTILINESTRING ((-74.01429 40.70455, -74.0143...
\n", "

5 rows × 33 columns

\n", "
" ], "text/plain": [ " rw_type l_low_hn pre_direct st_width r_zip r_low_hn bike_lane post_type \\\n", "0 1 50 None 42.0 10280 51 None PL \n", "1 1 66 None 42.0 10280 65 None PL \n", "2 1 84 None 42.0 10280 83 None PL \n", "3 1 None None 42.0 10280 None None PL \n", "4 1 None None 24.0 10004 None None PL \n", "\n", " r_blkfc_id bike_trafd ... snow_pri borocode trafdir pre_modifi \\\n", "0 1222601917 None ... C 1 TW None \n", "1 1222604562 None ... C 1 TW None \n", "2 1222600933 None ... C 1 TW None \n", "3 1222600931 None ... C 1 TW None \n", "4 212262395 None ... C 1 TF None \n", "\n", " st_label physicalid st_name created l_high_hn \\\n", "0 BATTERY PL 3 BATTERY 2007-11-29T00:00:00 64 \n", "1 BATTERY PL 5 BATTERY 2007-11-29T00:00:00 82 \n", "2 BATTERY PL 6 BATTERY 2007-11-29T00:00:00 98 \n", "3 BATTERY PL 8 BATTERY 2007-11-29T00:00:00 None \n", "4 BATTERY PL 14 BATTERY 2011-04-22T00:00:00 None \n", "\n", " geometry \n", "0 MULTILINESTRING ((-74.01793 40.70617, -74.0178... \n", "1 MULTILINESTRING ((-74.01757 40.70684, -74.0171... \n", "2 MULTILINESTRING ((-74.01712 40.70746, -74.0166... \n", "3 MULTILINESTRING ((-74.01694 40.70481, -74.0170... \n", "4 MULTILINESTRING ((-74.01429 40.70455, -74.0143... \n", "\n", "[5 rows x 33 columns]" ] }, "execution_count": 306, "metadata": {}, "output_type": "execute_result" } ], "source": [ "url = 'https://data.cityofnewyork.us/api/geospatial/exjm-f27b?method=export&format=GeoJSON'\n", "streets = gpd.read_file(url)\n", "\n", "print('shape of data: {}'.format(streets.shape))\n", "streets.head()" ] }, { "cell_type": "code", "execution_count": 307, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 8))\n", "\n", "streets = streets.to_crs(epsg=2263) \n", "streets.plot(\n", " ax=ax, \n", " color='#1f77b4'\n", ")\n", "\n", "ax.set_title('Lines', pad=30, fontsize=25)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5.3 Polygons" ] }, { "cell_type": "code", "execution_count": 308, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (195, 8)\n" ] }, { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.847081St. Albans45401.316803Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...
1BX2825666124.5948005Van Cortlandt Village21945.719299Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...
2QN5582461393.7368081South Ozone Park36708.1693055Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...
3BK4014041667.99047Windsor Terrace19033.6720656Brooklyn3MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ...
4BK5082089678.6389047Canarsie43703.6096661Brooklyn3MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ...
\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 BK40 14041667.99 047 Windsor Terrace 19033.6720656 \n", "4 BK50 82089678.6389 047 Canarsie 43703.6096661 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "2 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... \n", "3 Brooklyn 3 MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ... \n", "4 Brooklyn 3 MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ... " ] }, "execution_count": 308, "metadata": {}, "output_type": "execute_result" } ], "source": [ "url = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(url)\n", "\n", "print('shape of data: {}'.format(nta_shape.shape))\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 309, "metadata": {}, "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", "nta_shape = nta_shape.to_crs(epsg=2263)\n", "nta_shape.plot(\n", " ax=ax, \n", " color='#1f77b4'\n", ") \n", "\n", "ax.set_title('Polygons', pad=30, fontsize=25)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5.4 Maps with Layers" ] }, { "cell_type": "code", "execution_count": 311, "metadata": {}, "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", "nta_shape.plot(\n", " ax=ax, \n", " color='white', \n", " edgecolor='black', \n", " zorder=1\n", ")\n", "\n", "streets.plot(\n", " ax=ax, \n", " zorder=2\n", ")\n", "\n", "school_points.plot(\n", " ax=ax, \n", " color='black', \n", " zorder=3\n", ")\n", "\n", "ax.set_title('Map with Layers', pad=30, fontsize=25)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5.5 Adding Background Map" ] }, { "cell_type": "code", "execution_count": 312, "metadata": { "scrolled": false }, "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", "nta_shape.plot(\n", " ax=ax, \n", " color='white', \n", " edgecolor='black', \n", " zorder=1\n", ")\n", "\n", "streets.plot(\n", " ax=ax, \n", " zorder=2\n", ")\n", "\n", "school_points.plot(\n", " ax=ax, \n", " color='black', \n", " zorder=3)\n", "\n", "# adding basemap\n", "ctx.add_basemap(\n", " ax, \n", " crs=2263, \n", " source=ctx.providers.CartoDB.Positron\n", ")\n", "\n", "ax.set_title('Map with Background', pad=20, fontsize=25)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5.6 Clip Data" ] }, { "cell_type": "code", "execution_count": 315, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# clipping the school points that only fall within the nta shapes\n", "school_points_clipped = gpd.clip(school_points, nta_shape)\n", "\n", "fig, ax = plt.subplots(figsize=(8,8))\n", "\n", "nta_shape.plot(\n", " ax=ax, \n", " color=\"white\", \n", " edgecolor='black', \n", " zorder=0\n", ") \n", "\n", "# plotting all points\n", "school_points.plot(\n", " ax=ax, \n", " color='red', \n", " zorder=1,\n", " label='School points outside of NYC'\n", ")\n", "\n", "# plotting only the clipped points\n", "school_points_clipped.plot(\n", " ax=ax, \n", " color='#1f77b4', \n", " zorder=2, \n", " label='School points clipped within NYC'\n", ")\n", "\n", "ax.set_title('Clip Method', pad=10, fontsize=20)\n", "plt.legend(loc='upper left', fontsize=12)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 6. Joining Data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 6.1 Attribute Join" ] }, { "cell_type": "code", "execution_count": 316, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (195, 8)\n" ] }, { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.847081St. Albans45401.316803Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...
1BX2825666124.5948005Van Cortlandt Village21945.719299Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...
2QN5582461393.7368081South Ozone Park36708.1693055Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...
3BK4014041667.99047Windsor Terrace19033.6720656Brooklyn3MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ...
4BK5082089678.6389047Canarsie43703.6096661Brooklyn3MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ...
\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 BK40 14041667.99 047 Windsor Terrace 19033.6720656 \n", "4 BK50 82089678.6389 047 Canarsie 43703.6096661 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "2 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... \n", "3 Brooklyn 3 MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ... \n", "4 Brooklyn 3 MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ... " ] }, "execution_count": 316, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in nta data\n", "url = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(url)\n", "\n", "print('shape of data: {}'.format(nta_shape.shape))\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 317, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (390, 6)\n" ] }, { "data": { "text/html": [ "
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BoroughYearFIPS County CodeNTA CodeNTA NamePopulation
0Bronx20005BX01Claremont-Bathgate28149
1Bronx20005BX03Eastchester-Edenwald-Baychester35422
2Bronx20005BX05Bedford Park-Fordham North55329
3Bronx20005BX06Belmont25967
4Bronx20005BX07Bronxdale34309
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" ], "text/plain": [ " Borough Year FIPS County Code NTA Code NTA Name \\\n", "0 Bronx 2000 5 BX01 Claremont-Bathgate \n", "1 Bronx 2000 5 BX03 Eastchester-Edenwald-Baychester \n", "2 Bronx 2000 5 BX05 Bedford Park-Fordham North \n", "3 Bronx 2000 5 BX06 Belmont \n", "4 Bronx 2000 5 BX07 Bronxdale \n", "\n", " Population \n", "0 28149 \n", "1 35422 \n", "2 55329 \n", "3 25967 \n", "4 34309 " ] }, "execution_count": 317, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in population by nta data\n", "url = 'https://data.cityofnewyork.us/api/views/swpk-hqdp/rows.csv?accessType=DOWNLOAD'\n", "nyc_pop = pd.read_csv(url)\n", "\n", "print('shape of data: {}'.format(nyc_pop.shape))\n", "nyc_pop.head()" ] }, { "cell_type": "code", "execution_count": 318, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "years: [2000 2010]\n", "select one year: [2010]\n" ] } ], "source": [ "print('years: {}'.format(nyc_pop['Year'].unique()))\n", "\n", "# only saving data from year 2010; dropping year 2000 records\n", "nyc_pop = nyc_pop.loc[nyc_pop['Year'] == 2010]\n", "\n", "print('select one year: {}'.format(nyc_pop['Year'].unique()))" ] }, { "cell_type": "code", "execution_count": 319, "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": [ "nta_shape.info()" ] }, { "cell_type": "code", "execution_count": 320, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometryBoroughYearFIPS County CodeNTA CodeNTA NamePopulation
0QN0877412747.847081St. Albans45401.316803Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...Queens201081QN08St. Albans48593
1BX2825666124.5948005Van Cortlandt Village21945.719299Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...Bronx20105BX28Van Cortlandt Village50100
2QN5582461393.7368081South Ozone Park36708.1693055Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...Queens201081QN55South Ozone Park75878
3BK4014041667.99047Windsor Terrace19033.6720656Brooklyn3MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ...Brooklyn201047BK40Windsor Terrace20988
4BK5082089678.6389047Canarsie43703.6096661Brooklyn3MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ...Brooklyn201047BK50Canarsie83693
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" ], "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 BK40 14041667.99 047 Windsor Terrace 19033.6720656 \n", "4 BK50 82089678.6389 047 Canarsie 43703.6096661 \n", "\n", " boro_name boro_code geometry \\\n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "2 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... \n", "3 Brooklyn 3 MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ... \n", "4 Brooklyn 3 MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ... \n", "\n", " Borough Year FIPS County Code NTA Code NTA Name \\\n", "0 Queens 2010 81 QN08 St. Albans \n", "1 Bronx 2010 5 BX28 Van Cortlandt Village \n", "2 Queens 2010 81 QN55 South Ozone Park \n", "3 Brooklyn 2010 47 BK40 Windsor Terrace \n", "4 Brooklyn 2010 47 BK50 Canarsie \n", "\n", " Population \n", "0 48593 \n", "1 50100 \n", "2 75878 \n", "3 20988 \n", "4 83693 " ] }, "execution_count": 320, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# merging our nta shape data with the population data\n", "nta_with_pop = nta_shape.merge(\n", " nyc_pop, \n", " left_on='ntacode', \n", " right_on='NTA Code'\n", ")\n", "\n", "nta_with_pop.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 6.2 Spatial Join" ] }, { "cell_type": "code", "execution_count": 324, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (195, 8)\n" ] }, { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.847081St. Albans45401.316803Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...
1BX2825666124.5948005Van Cortlandt Village21945.719299Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...
2QN5582461393.7368081South Ozone Park36708.1693055Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...
3BK4014041667.99047Windsor Terrace19033.6720656Brooklyn3MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ...
4BK5082089678.6389047Canarsie43703.6096661Brooklyn3MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ...
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" ], "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 BK40 14041667.99 047 Windsor Terrace 19033.6720656 \n", "4 BK50 82089678.6389 047 Canarsie 43703.6096661 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "2 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... \n", "3 Brooklyn 3 MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ... \n", "4 Brooklyn 3 MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ... " ] }, "execution_count": 324, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in nta shape data\n", "path = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(path)\n", "\n", "print('shape of data: {}'.format(nta_shape.shape))\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 325, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "shape of data: (1709, 18)\n" ] }, { "data": { "text/html": [ "
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ATS_CODEBOROBORONUMLOC_CODESCHOOLNAMESCH_TYPEMANAGED_BYGEO_DISTRIADMIN_DISTADDRESSSTATE_CODEZIPPRINCIPALPRIN_PHFAXGRADESCitygeometry
015K001K2.0K001P.S. 001 THE BERGENElementary11515309 47 STREETNY11220Jennifer Eusanio718-567-7661718-567-9771PK,0K,01,02,03,04,05,SEBROOKLYNPOINT (980985.054 175780.759)
117K002K2.0K002M.S. 002Junior High-Intermediate-Middle11717655 PARKSIDE AVENUENY11226ADRIENNE SPENCER718-462-6992718-284-771706,07,08,SEBROOKLYNPOINT (997785.136 178431.911)
221K095K2.0K095P.S. 095 THE GRAVESENDK-812121345 VAN SICKLEN STREETNY11223Janet Ndzibah718-449-5050718-449-3047PK,0K,01,02,03,04,05,06,07,08,SEBROOKLYNPOINT (991224.983 156323.361)
321K096K2.0K096I.S. 096 SETH LOWJunior High-Intermediate-Middle1212199 AVENUE PNY11204Denise Sandra Levinsky718-236-1344718-236-239706,07,08,SEBROOKLYNPOINT (988439.681 160709.993)
421K097K2.0K097P.S. 97 THE HIGHLAWNElementary121211855 STILLWELL AVENUENY11223KRISTINE MUSTILLO718-372-7393718-372-3842PK,0K,01,02,03,04,05,SEBROOKLYNPOINT (988205.073 158329.591)
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" ], "text/plain": [ " ATS_CODE BORO BORONUM LOC_CODE SCHOOLNAME \\\n", "0 15K001       K 2.0 K001 P.S. 001 THE BERGEN \n", "1 17K002       K 2.0 K002 M.S. 002 \n", "2 21K095       K 2.0 K095 P.S. 095 THE GRAVESEND \n", "3 21K096       K 2.0 K096 I.S. 096 SETH LOW \n", "4 21K097       K 2.0 K097 P.S. 97 THE HIGHLAWN \n", "\n", " SCH_TYPE MANAGED_BY GEO_DISTRI ADMIN_DIST \\\n", "0 Elementary 1 15 15 \n", "1 Junior High-Intermediate-Middle 1 17 17 \n", "2 K-8 1 21 21 \n", "3 Junior High-Intermediate-Middle 1 21 21 \n", "4 Elementary 1 21 21 \n", "\n", " ADDRESS STATE_CODE ZIP PRINCIPAL \\\n", "0 309 47 STREET NY 11220 Jennifer Eusanio \n", "1 655 PARKSIDE AVENUE NY 11226 ADRIENNE SPENCER \n", "2 345 VAN SICKLEN STREET NY 11223 Janet Ndzibah \n", "3 99 AVENUE P NY 11204 Denise Sandra Levinsky \n", "4 1855 STILLWELL AVENUE NY 11223 KRISTINE MUSTILLO \n", "\n", " PRIN_PH FAX GRADES City \\\n", "0 718-567-7661 718-567-9771 PK,0K,01,02,03,04,05,SE BROOKLYN \n", "1 718-462-6992 718-284-7717 06,07,08,SE BROOKLYN \n", "2 718-449-5050 718-449-3047 PK,0K,01,02,03,04,05,06,07,08,SE BROOKLYN \n", "3 718-236-1344 718-236-2397 06,07,08,SE BROOKLYN \n", "4 718-372-7393 718-372-3842 PK,0K,01,02,03,04,05,SE BROOKLYN \n", "\n", " geometry \n", "0 POINT (980985.054 175780.759) \n", "1 POINT (997785.136 178431.911) \n", "2 POINT (991224.983 156323.361) \n", "3 POINT (988439.681 160709.993) \n", "4 POINT (988205.073 158329.591) " ] }, "execution_count": 325, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in schools points data\n", "path = 'https://data.cityofnewyork.us/download/jfju-ynrr/application%2Fzip'\n", "school_points = gpd.read_file(path)\n", "\n", "print('shape of data: {}'.format(school_points.shape))\n", "school_points.head()" ] }, { "cell_type": "code", "execution_count": 326, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: WGS 84\n", "Axis Info [ellipsoidal]:\n", "- Lat[north]: Geodetic latitude (degree)\n", "- Lon[east]: Geodetic longitude (degree)\n", "Area of Use:\n", "- name: World.\n", "- bounds: (-180.0, -90.0, 180.0, 90.0)\n", "Datum: World Geodetic System 1984 ensemble\n", "- Ellipsoid: WGS 84\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 326, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# identifying the CRS\n", "nta_shape.crs" ] }, { "cell_type": "code", "execution_count": 327, "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": 327, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# identifying the CRS\n", "school_points.crs" ] }, { "cell_type": "code", "execution_count": 328, "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": 328, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# changing CRS so they both match\n", "nta_shape = nta_shape.to_crs(epsg=2263)\n", "nta_shape.crs" ] }, { "cell_type": "code", "execution_count": 329, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ATS_CODEBOROBORONUMLOC_CODESCHOOLNAMESCH_TYPEMANAGED_BYGEO_DISTRIADMIN_DISTADDRESS...Citygeometryindex_rightntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_code
015K001K2.0K001P.S. 001 THE BERGENElementary11515309 47 STREET...BROOKLYNPOINT (980985.054 175780.759)171BK3249955596.9478047Sunset Park West83039.1705845Brooklyn3
3615K136K2.0K136I.S. 136 CHARLES O. DEWEYJunior High-Intermediate-Middle115154004 4 AVENUE...BROOKLYNPOINT (982218.628 176813.496)171BK3249955596.9478047Sunset Park West83039.1705845Brooklyn3
6515K172K2.0K172P.S. 172 BEACON SCHOOL OF EXCELLENCEElementary11515825 4 AVENUE...BROOKLYNPOINT (984158.590 178921.890)171BK3249955596.9478047Sunset Park West83039.1705845Brooklyn3
16815K295K2.0K295P.S. 295Elementary11515330 18 STREET...BROOKLYNPOINT (987330.493 180120.659)171BK3249955596.9478047Sunset Park West83039.1705845Brooklyn3
22275K371K2.0K371P.S. 371 - LILLIAN L. RASHKISHigh school11575355 37 STREET...BROOKLYNPOINT (982776.837 177607.547)171BK3249955596.9478047Sunset Park West83039.1705845Brooklyn3
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5 rows × 26 columns

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" ], "text/plain": [ " ATS_CODE BORO BORONUM LOC_CODE \\\n", "0 15K001       K 2.0 K001 \n", "36 15K136       K 2.0 K136 \n", "65 15K172       K 2.0 K172 \n", "168 15K295       K 2.0 K295 \n", "222 75K371       K 2.0 K371 \n", "\n", " SCHOOLNAME SCH_TYPE \\\n", "0 P.S. 001 THE BERGEN Elementary \n", "36 I.S. 136 CHARLES O. DEWEY Junior High-Intermediate-Middle \n", "65 P.S. 172 BEACON SCHOOL OF EXCELLENCE Elementary \n", "168 P.S. 295 Elementary \n", "222 P.S. 371 - LILLIAN L. RASHKIS High school \n", "\n", " MANAGED_BY GEO_DISTRI ADMIN_DIST ADDRESS ... City \\\n", "0 1 15 15 309 47 STREET ... BROOKLYN \n", "36 1 15 15 4004 4 AVENUE ... BROOKLYN \n", "65 1 15 15 825 4 AVENUE ... BROOKLYN \n", "168 1 15 15 330 18 STREET ... BROOKLYN \n", "222 1 15 75 355 37 STREET ... BROOKLYN \n", "\n", " geometry index_right ntacode shape_area \\\n", "0 POINT (980985.054 175780.759) 171 BK32 49955596.9478 \n", "36 POINT (982218.628 176813.496) 171 BK32 49955596.9478 \n", "65 POINT (984158.590 178921.890) 171 BK32 49955596.9478 \n", "168 POINT (987330.493 180120.659) 171 BK32 49955596.9478 \n", "222 POINT (982776.837 177607.547) 171 BK32 49955596.9478 \n", "\n", " county_fips ntaname shape_leng boro_name boro_code \n", "0 047 Sunset Park West 83039.1705845 Brooklyn 3 \n", "36 047 Sunset Park West 83039.1705845 Brooklyn 3 \n", "65 047 Sunset Park West 83039.1705845 Brooklyn 3 \n", "168 047 Sunset Park West 83039.1705845 Brooklyn 3 \n", "222 047 Sunset Park West 83039.1705845 Brooklyn 3 \n", "\n", "[5 rows x 26 columns]" ] }, "execution_count": 329, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# spatial join nta data to the school points data with operation = 'intersects'\n", "school_points_with_nta = gpd.sjoin(\n", " school_points, \n", " nta_shape, \n", " how=\"inner\", \n", " op='intersects'\n", ")\n", "\n", "school_points_with_nta.head()" ] }, { "cell_type": "code", "execution_count": 337, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "ntaname\n", "Brownsville 30\n", "Stuyvesant Heights 28\n", "East Harlem South 28\n", "East Concourse-Concourse Village 27\n", "Mott Haven-Port Morris 27\n", "Claremont-Bathgate 26\n", "Central Harlem North-Polo Grounds 25\n", "Upper West Side 25\n", "East New York 24\n", "Lower East Side 24\n", "Soundview-Castle Hill-Clason Point-Harding Park 23\n", "DUMBO-Vinegar Hill-Downtown Brooklyn-Boerum Hill 23\n", "East Harlem North 22\n", "Canarsie 22\n", "Bedford 22\n", "Crown Heights North 21\n", "Bushwick South 20\n", "Chinatown 19\n", "Washington Heights North 19\n", "Hudson Yards-Chelsea-Flatiron-Union Square 18\n", "Name: ATS_CODE, dtype: int64" ] }, "execution_count": 337, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# number of schools per NTA top 20\n", "(school_points_with_nta\n", " .groupby(by='ntaname')['ATS_CODE']\n", " .count()\n", " .sort_values(ascending=False)\n", " .head(20)\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 7. Indexing and Selecting Data" ] }, { "cell_type": "code", "execution_count": 339, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.847081St. Albans45401.316803Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...
1BX2825666124.5948005Van Cortlandt Village21945.719299Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...
2QN5582461393.7368081South Ozone Park36708.1693055Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...
3BK4014041667.99047Windsor Terrace19033.6720656Brooklyn3MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ...
4BK5082089678.6389047Canarsie43703.6096661Brooklyn3MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ...
\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 BK40 14041667.99 047 Windsor Terrace 19033.6720656 \n", "4 BK50 82089678.6389 047 Canarsie 43703.6096661 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "2 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... \n", "3 Brooklyn 3 MULTIPOLYGON (((-73.98017 40.66115, -73.98021 ... \n", "4 Brooklyn 3 MULTIPOLYGON (((-73.88834 40.64671, -73.88835 ... " ] }, "execution_count": 339, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in nta data\n", "url = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(url)\n", "\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 340, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 340, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "nta_shape.plot()" ] }, { "cell_type": "code", "execution_count": 341, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
24SI11145534202.094085Charleston-Richmond Valley-Tottenville84983.5542062Staten Island5MULTIPOLYGON (((-74.20700 40.55757, -74.20880 ...
26SI0837752289.1507085Grymes Hill-Clifton-Fox Hills37119.8872701Staten Island5MULTIPOLYGON (((-74.08155 40.60629, -74.08281 ...
45SI1289462868.5032085Mariner's Harbor-Arlington-Port Ivory-Granitev...71207.5257644Staten Island5MULTIPOLYGON (((-74.15946 40.64145, -74.15975 ...
46SI2836417486.9792085Port Richmond39056.4172979Staten Island5MULTIPOLYGON (((-74.12613 40.64126, -74.12600 ...
92SI4555448202.1327085New Dorp-Midland Beach34369.8892724Staten Island5MULTIPOLYGON (((-74.08469 40.57148, -74.08595 ...
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips \\\n", "24 SI11 145534202.094 085 \n", "26 SI08 37752289.1507 085 \n", "45 SI12 89462868.5032 085 \n", "46 SI28 36417486.9792 085 \n", "92 SI45 55448202.1327 085 \n", "\n", " ntaname shape_leng \\\n", "24 Charleston-Richmond Valley-Tottenville 84983.5542062 \n", "26 Grymes Hill-Clifton-Fox Hills 37119.8872701 \n", "45 Mariner's Harbor-Arlington-Port Ivory-Granitev... 71207.5257644 \n", "46 Port Richmond 39056.4172979 \n", "92 New Dorp-Midland Beach 34369.8892724 \n", "\n", " boro_name boro_code geometry \n", "24 Staten Island 5 MULTIPOLYGON (((-74.20700 40.55757, -74.20880 ... \n", "26 Staten Island 5 MULTIPOLYGON (((-74.08155 40.60629, -74.08281 ... \n", "45 Staten Island 5 MULTIPOLYGON (((-74.15946 40.64145, -74.15975 ... \n", "46 Staten Island 5 MULTIPOLYGON (((-74.12613 40.64126, -74.12600 ... \n", "92 Staten Island 5 MULTIPOLYGON (((-74.08469 40.57148, -74.08595 ... " ] }, "execution_count": 341, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# slicing the nta data with everything up to lon = -74.1\n", "nta_shape = nta_shape.cx[:-74.1, :]\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 71, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 71, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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1NerFggt5zAYdvSok6g5GJcpMBh2NZdkXSi2rtNExOBE3WRlLIRZlaQFgEXD5MnVsoWI50D3K6hoHFfbcFMlsbixbsBIwpPLSvf1dkbG6w5J5R7jRbWVgwoc3sHBvIt2Mf//YNEfOq1u3kXIAEELohRD7hBBPRV+7hRDPCCFORv8vS7CfSwjxAyHEMSHEy0KIy6LvPxR976AQ4sdRByGNOGTzB5oOR86PMeYNsKXJxdbmMpZV2rCqUEFYaTdztHfhwqZcuJd3jXipKbVkJM1V5TAz7Q8z5k2triCdysdfHOzlxoef5+++v59ASL2hWTo9gA8DL8e8/hTwOynlCuB30dfx+BLwKynlamBjzDGeAS6RUm4ATgAPpNPwYmJjoytnQcAfkuw9F7EMOz0widcfotltZXure95UWiYIoNxuYiIFJSAlx+jJONk/QVlJ/KKhRJSVGDHqdQykIUe+JknR0wyeKT9/+7193PfdvXimApzom+B7O8+lfI50SekbjXEGeizm7VuIOAIR/f9NcfabcQZ6HCLOQDO2YFLK30gpZ/4KXiQiDa4RB7vZkNda/rPDXnZ2DFNqMbK1OW5HL2W2t7pTFgE971FPuutiuka8nBmcpL25DLcteXLSYTbgKjHR40lPAnyhuovnTgxw4xef52cH5q77ONmn3tLhVEP6w0ScgWJD8hxnIGAhZ6B9QojHhBDxwuw9wC/jnVgIca8QYrcQYvfAQGFbOauFXicKIoE0MOFjz9kRllfZaa1Iv5Bmba0j5Yy+22ZM6+mqFLvPjuD1hxLqKhj1gvoyyzyn5VSoS/AdTvmDfPYnh7j7azvjVn1ev7Y67XOlyoIBINYZKIPjzzgDfVVKuRmY5KKhghDiM0AQ+E68A0gpH5VStksp2ysrlS+IWSxsaszuyaskp/onODc0xfbW1NcVuEuMXBjzpTynX+/KX4msNxBmZ8fwvOIhiExNZuIH6Coxxq35P9E3zs1ffoFvvxi/m3/PFa28eqV6f/ep9ABmnIE6gSeAa2OdgQDSdAbaMvOhEOJu4PXAO2Q+10QuAl7qKCz571BUfKSlvCSl9fUN7pK01HjUSD6my7ELE2xqcM2+Xl/vZFdn8kKfRMQTb917boTbv/rnuL0Jk17HQ7dv4P+8fk1G50uVBQOAlPIBKWVDVLv/TuD3Usq7gJ8Bd0c3u5s4Dr9Rm68uIcSq6FvXAUcBhBCvJeIm/EYppXqVLkuEfFXrLcSpgUlCIZk0w72iyh63PFYI2N7ijlp8W+co9eRDuy8eOzuHWVvroMldkpWC0e1b56a4dnYM867HdzKWYGXig29ez1vaG0lmnKsE+XQG+gpgBp6JXuSLUsoPZNGeJU1zuY1IOqXwGJ7yM+UPsq6uNK5uQVkCAY6yEtOcnIBJL6gvK8FVYuTUAvJnuWRwws+kLzjPCzBVllfZuXl97ezrF04O8r7/t4vpBLUDr1pekbOS4bw5A0kpl6fV0iLGM+XnhypXA2bLdDDMib5x1tc754mOjE/HL/hxlRjnDAv8IZlRck1t+sd97Gh181IKhqHx+Mj1K2ZX/f32aB9//d29Sac4//qaZao/+WfQKgEXAV97oWPOevZCJRCSvNw7yiUXLbLpHIo/wsu3L1467Ds3QkOGZcM9UcfgXx2+wAe/syfpzb+urpTL2sozOk8maAGgwBmdCvD1P3XmuxkpEwzD8Qvjs6rEjW5rQj2DizPshYw/JPH6QxkFgV2dI/z8wHnu++7eBV2Q339lW86e/qCtBix4fn3kwqJ4+scSCElO9o2ztrYUq0lH13D8ghl9Dv/QlWBo0o9bGql3WdMqAvrL6UF+f6xvQYmwWqeFmzfUJt9IYRZPCC5SCmE6LBP8IcnpgXGsxsTPGLUX+6jB8FQAAWmVRU/6QynpA77nihaMOVYI0gJAgbPIHpJz8AUle88Os7I6/hShL6iO0InadHu8bGx0KXpMu9nAndubFD1mKmhDgALnbIIE2mJhKhCmZ8TLymo7Jy6qaZ9QSekoHmaD4JJ6J4Gg5OzwFGPTAewmA41uK3azgVMDkykVKtlMeixGPX2jXrY0uRifDhKWkv6xacazuJ6372haUCBFDbQAUOCcW+QBACJd4Ngg0OQuoabUnBOPgpZyK5UOC8d6x9lz1jPns3FfkKO9kXoDISLr9R0WAzohCITCTAdCTAfD+AIhvIEQ04Ewk/4Qk/4QQ5ORRVKxrK5xYDHqE/o3JsKgE7znipYsrjJztABQ4AxP5V+6Wwkm/SG6hqdoq7BhNurYmWFJ7ULoBSyrslNWYuL8qBe3zczhnjFqnGZWVNvpGJxkJI4QiZRwbji7YDuzyrGtwoazxMi+JNLgsbxxUx21zvws9tICQIEz6s3MP68Q8QbCnIkW+swIch7rHY8rpWXSCxwWI3azHqvJgNmgw6DXoY8+nU/2j+MqMVFqMVBiijy1J3xBzgxOzBlq9I9N4wtKOgan6GCKrc1lCwp3ZsvYdIBvvW8HHQOT/NPTLycVPzEZdHzkupWqticZWgAocCrthbkGIFsO9URuCqNe0Oi2YtLrCIYlk74g49NBfMEwQ5N+kpXfT/gWnorzBecGl/MeL5UOMwMKmq1czCdes5p6l5V6l5WnPvQqfn7wPP/2m+Nxp0M/cFUbTeX5W/mozQIUOOsUlq4uNAIhSdewl9MDk5wdmmJwwq+qOnHv6DS1Kirz3rC2mre0v7LwR6cT3LKpnt/dfzVfuPUS2mMEVepdVj54dX4r4rUeQIGzod6V7yYsOTwq5lWuXFERt5LPZNDxjh3NvGNHMwPjPg73jFLpMOe9zkMLAAXOpW1uGt3WhNV0GumjhNlqIlKZSqx0mLlmdTwBrdyjDQEKHINex/035C9JtBTxBaVqIqt9Y7mXMcsGLQAsAm7d3MADr1ud72YsKcoTaBRky2KrbtQCwCLh3qvaslbk1XgFp1Wdqrt8232nSz6NQVLaXyOCEIJP36T1ApTAoFNvKXIi5d9YpJQUigRmPo1BUt1fI8rWZjfbW+ZbZWskZ3mVnZbyEupcFtw2EyFJxuKeC9GQIABcGJ3mv549xWu++DyrPvsrNnzuN6omI1MlpUxIjDHIF4D7o2/fAlwd/fmbRKTCPnnRfjPGIO+GiDEI4E91f435vH5jrWJuucVAtcPMmYGJlJbjKsFfzgxx+fIKpgMhHvzlMV44NcjwpJ+RKf8cSXR/KMx//uEUn7/lktw0LAH5NAZJZX+Ni7i2QKaPFgMrqu34Q+Gc3fwAj7/QwfCkn7/57j6+8edOTvVPMDzpj+uHkEgqLZfk3RgkhfMXvTNQLA1lJQtaTGnAtpYyzg5NxV34oyZT/hCf//kRfvty34LbblZYUyATUhkCzBiD3ARYgNJYYxApZW+axiAzASCV/ZFSPgo8CtDe3l4YmZM88+qVlSn76y1VNje5GBz3UekwY9Tr8AZCeKYCs7p9ao3xF0IvYM+5hc/91vYGPnRt/oWxFwwAUsoHiDr3CiGuBj4mpbxLCPEQEUOQB0liDCKE6BJCrJJSHifGGIRXjEUS7q8RH9siUtNVg/bmMvaeGyEsI6aeF5MPT8EZtjaXJV3q/Np1NXz4+hUpOQXngnwag8TdX2NhThSQaUau2djoZLfKy3kzZWtzGXuSaADcurmeL96xKe3jBkMRIRI1ahfyaQwSd3+N5JzsG+epg735bkZeqLSb58mKFQIbGpwEQ+EFdQbeuLEureN6pvw8sauLb/3lLFetrOSfb1ufTTPjUtx9yUXIV/5wKt9NmMOKajtlVhN9Y955EllK0+QuSWl8nSsaXFbsFkNc38N43PPNXWxpKuPTN61ma3Pieo6TfeN8/c+d/HhvD95ApLT4p/t7+PRNq3EorBuolQIvIg50eXj6UGE9/Z0WIzs7h+kd89Heol4xZ0t5Yd38m5tcDE3500rGSgl7zo7wn384Pe+zUFjyzNE+7nrsJW744vN896Vzszc/RGYXfrL/vCJtj0ULAIuIH+zpXtBZJtd0R5Nw/mCY3Z0jbG5yYVNhjXsqFuS5YnuLm33nPAkdjxbiD8f7OdU/dyjztkdf5P3/bzcvnBpMuN93XjyreAmxFgAWAaGw5Cf7evj2S2fz3ZQ5bG0u48JF5az7znlwWo20VtgS7JU+Rp3geIFMe25udGZdiSklPPJcpBfgC4Z4cldXSoKkxy6Ms1fhXpCWA1gEfOl3J/ny707muxlz2BDHBXiG86PTmA06trWUKTIfv77Byd4UFXZVRyGnlp/s66HOaeGJXV30p6FP+J2XziXNH6SL1gMoYKSMiGR++8XCevJvanRxtHcsqcutLxhmV+cImxpdOMzZDQlGCkgaPaxQXXEwLPny70+ldfMDPHWwV1FBUy0AFDBSRp7+qchM5YpNjS4OdnsIpngj7O/yYDUZMi5f3tZSRsdg/mvmZ9Dr8uvV5g+G+aenX1YsF6AFgAJldCrAvd/azaPPn8l3U2Zpdpdw7MJY2otr+sd9HO8bZ0erm3Run3KbiaPnE2vq54Px6fw7Nf94Xw93Pf6SIkFACwAFylOHzvPbl+Muj8gLdpOeQDjMdCAzyW4p4aWOYdbUOii1Jk89uUtMLK+y01BmZTLDTLsabGlycbK/MAqR/nRqiCd2dWV9HC0JWKDkwygyGWvrnezsyF6H4GjvOFUOM8uaoo7BEiSRbPioN8DQhJ/hKX/BWaI1u0t4uUBmImb4zZEL3LalHrMh8xyLFgAKlHyPNS9mOqDck7h/3Jd28iufuEuMeAOhjOf91eCytnL+8x1bsrr5QRsCFCyFJi7ZHWfVXTFg1AnK7eaCClivu6SGb9yzjRJT9s9vLQAUKAZ94fQAbCZ9Qc1E5AoBbCqgcT9E8hAP37kp6yf/DFoAKFAKpfINlq5B6UJsbS5jcMKPWyUPgXSpKbXwyDu3KnbzgxYACpZCsgV3LJC1X4rsaHWz++wIHYOTmPSCOpd6hqKpYNLr+OpdW6hyKNsOLQAUKPEMJvOFxZhfA8tc095SxksxMx4XxnxM+0OKrm9Il3+5fT2bm5RfbakFgAJldwFJf+sKKBipTXtzGbvjrF8YngrQPzbN2trcC7Jev6aaWzc3LLxhBuTCGahTCHFICLFfCLE75v1NQogXZ94XQmzP/nKWBoFQmF8evpDvZsySatnvYqbKYWZzkyup3NikP8TJvomcq/nesik9JaF0yIUzEMA1UspNUspYabB/BT4npdwE/H30tQYRF5lkC21yTSHNf6vBtpYyPN4A+1JYcRgIS/Z1eVQVP4nl469ZxXVrqgiG1Pl7SCkAxDgDPRbz9i1EHH2I/v+mNM8tgRlpVCegvNzJIuWzPzmc7ybMYWy6cBKSSqITsLUpsmQ5nYDrMOsZyoHy8MduXMl91yynxGTAoFdntJ5qevdhIs5AsQOgOc4+QohEljUS+I0QQgL/HdX5B/gI8GshxL8RCUSXx9tZCHEvcC9AU1NTis1d3OwrIOkrgME8ymyrSXuLO+3yZp2AGqdV9dqAd+xo4r5r1PcNUNsZCOAKKeUW4HXAfUKIq6LvfxD4OyllI/B3wOPxdpZSPiqlbJdStldWVmbYhMVFIZUBOyyGjBcAFTKbm1wZrW0Iy8j3U+NUb1pwc5OL+29YmZOZoFT6FTPOQJ3AE8C1sc5AAAs4+5yP/t8P/BiYSfbdDfwo+vP/xrxf1PiDufWyWwh3SWEtSsqWZZU2tre6s1pmfOzCOKNTfrapkAeocpj59E1rMBtzM8xYMABIKR+QUjZIKVuAO4HfSynv4hVnH0jg7COEsAkhHDM/AzcCMwPc88Croz9fCxSW5lWe+PPpwYIqArIqUG9eKNS5LPR4vOzsGMaXZZLVG4goHq2pdVBdqkylZHN5CT/9myvY0ODEbjZQnoMKTLWdgaqBH0e7Mgbgu1LKX0X3fz/wJSGEAZgmOs4vdn5XQBoAAMYCWpOQLS6rkfOe6YU3TIOXe8exmfRsbnSxr8uT8XFqnRae/KvLqC7NbcWhqs5AUsozwMYEx3oB2JpWa4uAhdxlco1a2Wel2d7iRiLx+kN4AyEGJ/yzPalSq4G2Cjv7s7hBkzHpD7Gvy8PmRhcdQ5N40nQkdpgNPPrO9pzf/KDpARQUnik/HYOT+W7GHPSLoAqw0W2la2SS3tFXxsxmg2Bbswud0HHo/KhqN38s+7o8lFoNbGp0pXy+dXWl/OObLmFljV3dxiVACwAFhNWkn+MGUwgUchnwurpShIDDPfMTer6gZHgqwOmB3AbUMW+Q/dHewOmBCcaSaAhubHTx3fftyKvbsxYACogXTiZ2hckbBXb/mww61tWVMuYNcGSBTH7f2DQ6QV5mVfZ1eai0m1ldY41rH1ZTauF/3rk171bvWgAoIP5wvLASgJC/+99q0lPntOC0GjHqdfiDIYYn/fR4vCmV7AJM+EIsq7TlvBcww8CEj4EJH9tb3ew9OzK7pqLEpOfRd22lKg9j/ovRAkABcaArNZfZXJKLh6fVqGddXSk6HUz5QrOagUrcuAZd/pOYOzuGaSizYjbo6B2d5tvv28GGBle+mwVoAaCgSMUfLufkIALodSLpKrxMqSk1c3a4MJKq3SNeLAYdj797G1tUWNefKVoAKBB8wRBT/vybTlxMMKx8GXBrRQmVdgvTgRBHe8eY8AWxm/VM+JRLgNrNeixGPdNjhbOO4ROvXc0Vyyvy3Yw5aAGgQPjiMycLzvoblJUDB2hyWxmZCszafdU6LayosvO8ggnQUquBKodlngV3Prl+TTXvuaIl382YhxYACoS9BVYANEO2JbOxVNhNeP3hOYUyvaPT9I5Os7zShtGg4+Xe7MRQzQaB02osqJt/XV0pf3Pt8oKSeZtBCwAFQN/YNPu6CjMAhBSaQ6t0mDHpdfR44vsLnIom/DbUOxmc8HF+NLOSXV9QYjMZqHIUhpb/liYX337fjoJIRsajMFtVZDx1sLcgu/9KEZnKEwlv/lgO9owyMOFjR6sbQ4bLoo9dGGc6GGJtbenCG6uESa+j3GbiX968gRKTAZOhMG81rQdQAPziYOGKIWV6E85g1AtqnZa4xTCJCIQkL3UM0+y2YjEaON6X/rBgzBvk2PQYO1rdcxR+Y1GrSMhs0PHd9+9gVU0p9jwX+ixEYYalIuJgt4e9KRa25INsHIosRh1rakrTuvljOTvs5XjfONtbyjJ6goajjsSbG11YL5I2FwLW1payvdWdUduS8bfXrWBrs7vgb37QegB556f7c/P039LkYioq7mkzG9jf5UlpfK8TmT8jVlY7ONidfXHTzs4Rqh1mmits9Hi89KTpU7ivy0OT20pIMrvv9pZXegYb6p2cGZxkwpf9NGxbhY33Xdma9XFyhRYA8syhHvWq/8wGHatrHCCY18uodphpLi9hf/doUkHMTBPXyyptitz8M/SN++iLJvXW1jo4muZswblhL3aTng0NTmS0ZzDDwZ5R6l1W3DZT1sVYn7/lEkWtu9RGCwB5pG9sWvH1/zoBW5rL8AfDnOwb50CCm3DmhqpymCmzmRJ6EWY6AFDTTcic4bEn/CEOdo9iiTOc6PF4MeoE21vd7O4czig3cPOGWl61orAKfRZCCwB5ZNIXVGSazWLUYdDp8AVDbGp0sSuOs00iZuruL6kvxWrUc7B7dM7cvy6DJGCyxFu2rKi2p7wYKBHTCXo8gbBkZ8cwy6vs+IPhlHsD731VK3UuK9evSSSMXbikHACEEHpgN9AjpXy9EMINfB9oATqBt0op5/3lRcVEx4EQEIw1BxFCfAj4GyAI/EJK+YmMr2QR0lphw2rMTgOg3mXFHwwzMOFDJ0jr5o9lZk29u8TI+nrnbG1+qoIgVpOetTWljE77Vbv5AZwW9UVKT/VPzPYGdnUOI5PE6Js31PLZm9cUZJFPKqTTA5hxBpqZXJ1xBnpQCPGp6OtPJtj3GinlnFpPIcQ1RMxFNkgpfUl8BZYsA+O+rG5+V4mRsJQMRNVjlZjSGp4KMHx2hKtXVjI6HcBqTJ4EXF5lx2E2cOT8KHtU9jPYsoB1l5LM9AbW1Dq4MDrNSByZL52Aj1y3YtHe/JBfZ6APAg9KKX0wKxteVGQ6loVIgq/SbqY3w4q5ZKystvP8yQH2nfMwHQhT5TDT3lzG5kYXrqhMeK3TwuYmF6f6J9jX5cGvciGTzaTncBZS3pnycu84Rr2OVTXzTUHf2t7Iiurcm4UqSapzPA8TcQaKHTzNcQYCFnIG2hN1+ZlhJXClEOIlIcRzQoht8XYWQtwbNQ/dPTAwkGJzFwePv9CR0X5CwOpahyruNDaTnjFvcLY34ZkK0D/uY/fZEfZ1efBMBXCVGOkdnc56LJ4Oy6Lj8nzQP+7j+IVxtrWUYY4mEHUCPnTdiry0R0ny6QxkAMqAS4GPE5EYn9eXWsrOQMd6M3uibWt2qyYesq7OyYWxV3oVXSNT82YC0lW9zRYBScfhuWJX5wgNbivvuaKFX33kKpzWxW+akkoOYMYZ6CbAApTGOgNFfQFTcgYSQsw4Az0PdAM/klJKYKcQIgxUAEvrMZ+AQCg8T9OutcJGhd3E4Z6xhLmBrc1l7OxUJ8lW77LOG8cHQpIGl5XuFOr41aDRbcVq1KtaL5EOt21uyIlnX67IpzPQT4g4AiGEWAmYgAJUxVSHR58/Q4/Hy8pqO5cvK2dHq5tKuxmjPiJ6aYwz/dZWYeNQt0e1NlWXmuNOS5bbTaqdMxmbG51cGJ3mRN/CQ514c/tK4zAbeO+rFk+VXyrk0xnoa8DXhBCHAT9wd7Q3sGgIhWXaRp7f33WOepeV50/0c/mycs57vPz59NC87ZrLSxie8DEeVcmxmw14AyHVkm3VDnNCLXs1i3qSoRO6lFZJtlXYGJr0s6a2NCt3noW4ZnVV3n4XapFPZyA/cFdarS0gPv3jQ7xwcpB1daX0jk6ztq6UhjIrd25rwmU18uKZIS5tK+dgzyjr653odYLDPaM88uxpxn1BapwWDvckntI6OzTFxgYnZqMeKSVDE37OqGga0lxhmy21vRh/KD/Jt/1dI6yvdybt/pfbTIxNBxj1BtjX5VGtCOnvrl85OwOylBCL6aHb3t4ud+/endc2PPLcaZ7c1UXXyFTcp1N1qRmHxUjX8BS/+NtX8fShC+gE9I35ONE/zoEuT8p22zaTnmA4jC+o7ndk0IHdYkyY3Gtyl+RNsNSkF7RW2uOWKhv1guZy2zz1n81NLg53jxJQaK3vvVe18emb1mTU4ysUhBB7YovwZt/XAkDqHLswxi1f+VPKMlm1TgtT/hArquwc6PZkJPqxpcml+nLhzU2upFN6Bp1ASkm+NEvsJj2VpeZZHUEAvYD1DYktuFbVODjv8TKexJknEToByyrtnOyfoN5l5bf3vxqraXF3/RMFAE0PIA2+8afOtDTyekenGfUGEIKMFX9y0f1eSPgzGJbUl1lVb0ciJvwhRqcC1LsibTDqBWvrnEn9945fGKfUaqTWmZ75hhDwlbdv4ekPX8nrN9TynitaFv3NnwxtMVASRqcCPPbCGS5rK2fSH+J/93SnfYxSqyGpP9xCvNw7jqskcfc8WxrKrCkJcZbbTJwbzs9UIERKlKv1OqodZqpLLRxMYVqwZ8SLq8TIimo7J1OYSQD4xGtWc9P6WgD+422bFdEIKGS0AJCEux5/iUM9o/zH709ltL+rxIjNZEi41DYVQmHJyiqHanP/dU4L3SkIbJgKYI1737iPrU0u9qQxJPJMBZjyh7ikrnTBUuJXr6zkA69um30thMCRg8VH+UQbAiQhG1FJs0FQYTenJIS5EB6vP+tjxMOoFynLdSkpD54JBl2kCCqdm38GfzC8oMqwzaTnobdsWNQLezJBCwAJ6PF4OZBF0c3qmlLFtOlP9E1Q5TArcqxYNtS7Uh6eDE7kT2K73mWl0W3LSjxleNLPjiT6f++/qo0qR/7NOnONFgDi8OKZIa548PcZi1kCKU/1pUpLuU3R4wGM+1LPK5yPKubkmrW1ESvwDgVqIF7qGGZjgxMAt+2V6ka3zcT7rmxLtNuSRgsAF9E1PMVnfnwo6+M4FS4aSedmTYXWCltKJbYzhCU5nwlYVmnjZP844wom4k4PTNJYZmV8OsDqGjsAf331skWh4KsGRR8AYusg+senuecbuxSxpe4fU3ad/vEL47gVDCquDFayldlyuyag3G5W3DBlwhfk/Og0JSYDTeU2VlXbuevSZkXPsZgozrAXZX+Xh7NDk9yyqZ4/nRrkkz88mFJGPBU6h6aodJgZUMieKixhebWdnR3ZK+KsrnFkVDN/YXQam0nPpF9Zw9BE7OwYZn19KYd6lBECWVdXyn3XLGdzVCJ9WaWdYCiMQV+8z8GiDQBHzo/yrsdfYmw6yEO/Pq7YjR9Lc3mJYgEAoNeTfa/CoGPWHyDt849Os6HemdIcvFIc6x3n8mXlVNhNXL6sAleJiZd7x3j6UG9agihtlTZ++MHL5y3mKeabH4o0AJzqn+Cdj++czYCrcfMDBBSeOusa8aZV1BKPrc3ZLZax5LAqbm1tKRUOM/ffsJJNja7Z9197SQ0fuX4FPztwnk/84GBKU5SfvXnNklvJpwRFGQA+9/MjDE+qM7cey4m+cYx6oeg4NhtV3JbykqxFNSdzWBn3H2/fTL3LSiBOObQQgls21RMMST76vwfi7n9HeyM3rqvGbTOxualM7eYuSoqu//PimSH+eDI3uiPeQJjVNco61B7qGcVuTv9JphOgEyJrH4JT/ROKJiMT8d5XtVJWYkKvE9hMiZ9Tt22p5zXrque9f/P6Wh5883quW1Ot3fxJKKoAEAyF+edfHsvpOS0LyGqniy8YZk0GFYrtLW5F9AR8wTCVDgtqCvBcv6aKe69qIxAKY9TrkpqTCCF44HVr5vyeW8pLePDN64uuqi8TiioABEKSV+fYuumMAlOKFxNPoz4ZjWVW9imo2X+8b5wtTcq76gK0N5fx6ZvWYDXpqbSnVv3YUmFjQ70LiPR0vnTn5iVfw68UKQcAIYReCLFPCPFU9LVbCPGMEOJk9P+4/SwhRKcQ4pAQYr8QYt5ifiHEx4QQUgih+p1pNen5uxtWctuWerVPNcvQpJ/WCmWr+E71p1cabDXpFZ9P39kZmaJTko2NLr7y9i2U28zYTYa0bMlKrZFhwrsvb2VjTMJQIznp9ABmnIFmmHEGWgH8Lvo6EddIKTddLEgghGgEbiCiKZgThBC85/JWDDksa61UoY6/JcWgsqPVnVbFXzp0j3gpUzAfsKzCRpXDjM2sT+vmD4TC7O/yUOe08NEbVyrWnmIgn85AAF8kYjiSU62Z9Q1OrszlUEAF1aVU6gvqXRZVRTJHpgI0lJUodrznTw4QCKdfmPP1P3UwOOHns69fi61IS3ozJW/OQEKINxIxGo0/h/PKdqo4A5WV5K6sNaRCAOgYnFxwaOGwGFV30znUM8q2FmWy7IMT/rSET8amA/zswHke/OUxNjQ4ed0lNYq0o5jIizOQEKIE+Azw9wvtrJYz0NWrc+lFqs5woyKJXv+2lrKsVjOmw4HuURrd2S8Uai4vSXlRzoQvyL5zHj725AHCEj524yot658BqfQAZpyBOoEngGtjnYEAUnUGAmacgZYBrcCB6HEbgL1CiJyF8DdsqM1K8CMdUrXYTpcTfRNxp+NW1ziS6uUpjT8YRi8ERn121+kLhNGl8Lua8gc5MzDBR57Yhz8U5soVFVy1cmnZxuWKvDgDSSkPSSmrpJQt0eN2A1uklBeUuKhU6Bic5OyQejr7sUiVUhyj3gBr65xz3ttQ7+TsUHzJcjXpHJpic2PmQ4FV1Q6WVdnm+BLGYzoQYmjCz0ee2M/IVACdgM/cvCbj8xY72dQBPAjcIIQ4SSST/yBEnIGEEE9Ht6kGXhBCHAB2Ar+IcQbKKyNTAT71utU5OdekT8XVc9H7vNxmYltLGQd7RhP6CqrNzs5hNtQ7F97wIrY0ufjVR67kO++7NGleQ0rJmDfAR//3wGxR0x3bmhSvtiwmitoXYNIX5D3f2MVOFZxkYnHbTKqtPdDrBNtb3OzqHCaokBFGNhj1go0NrpTXHNy4tpq37WjimlUL52R8wRAP/PAQP9rXA0R0/J79+DWqTLMuNRL5AhT1nInNbODhOzZx7b8/q7iEVyxqLjwKhSUhGS6Imx8i1Za7z46wudHFyb5xJuIsPTboBHdd2szbtjexvMo+z23n4d+e4KmDvayucaDXCYJhyZQvyMHuUYZifpd/fc1y7ebPkqIOAAB1Liv/8IZ1fOpH2cuAJULpFYEXo4ROgNLs6/JQ67QQDEumY6Yim8tL+PKdm5NW653qn5j9l4hllbYl59SbD4pqLUAi1H52liRZzaYEXSNellfZVT1HJjS6S+bc/AAPvG71gqW6W5uTJxNNeh1ffttmbX2/AmgBAFQvllGyXDYRmWj8qcmySht7YsxMWspLuOeKVm5cu/BM722bG5LWA3zitatYV5d+slFjPloAAN62vUnV4+ei6rBzaFKlcqP0sZr0TAdCs2aiN2+o5Vvv3cHfv2FtSjX+zhIjd18eX6jzyhUV3HOF1vVXCi0AEBmjtym8Yi8WQ5YFMguxOdqlLoQ0oNtmYnmljZ5oXuKm9TV86Y5NNLrTWzNw25aGee+trS3l4Ts2pbVQSCM5RZ8EBOgb89E1MrXwhhkyOKHOLMDyKjtIqeqCn1SxGHVsbHBxoMszq+J7WVs5//aWjRkJb5ZetJ5/a3MZX3v3NpwFNtRZ7GgBAPjRvm5Vs/Qdg5M4LIaMvOrjYTbo2NDgZFenciIf2dDeXEbH4OQcsdG3bW/in269JOP6/Aq7ic+9cR1Hz48xNOnnS3du0lb6qYD2GwX2ZimUmQrLK+2KPKnbKm34A+GCufkhUqAzMz9f77Ly7stbuOdVrVktzhFCcPflLbPGLdpCH3Uo+gBw3uPl+RyIhCrRv9jWUsa+cyPk2ah3HqPeIIKIXPc/37Yel4JJT+3GV5eiDwAXxqZVnwYEONzjodRiSNmN92J2tGan568GZoOOGqeF111SS4XdxDsva8Zs0ObmFxNFHwCO52jNfDAMq2ocGXXd19WVFtzNv7zKzqPv3EpbZeEVIGmkTtEHgOdPKKcytBCprruqdJipdVqwGCPz6UdyaMWVCn91VRv337hSe9ovAYo6AAxO+NiroFz2QoTjRACDTrCp0UXvqBeHxUD/mI+BcZ+inoJKsbnJxT/duj4jXwKNwqSoA0CF3cxDt2/kXV/bmZPzhcKStgobDosBs0FHSMKp/vGs7bpywW1b6vnn29ZrT/0lRlEHAFh44YmSHOiOdOVXVNlnfy5U2iptVDssHOz28PHXrOLuy1u0jPwSpOgDgNWox2rU51RFx2Ep3F+7US/4zE1reOdlLQCMTwcUndbTKCxS/ksUQuiB3USkvF8vhHAD3wdagE7grVLKeX3ZqOjnOBACgjOqJEKIh4A3AH7gNPAeKaUni2vJiGBY5tQkBMBYoJ70pRYD//3Odi5bVj77nnbzL23y6Qz0DHCJlHIDcAJ4II22KIbH6+eK5RU0pblYJR1KjDpWVNnZ1OBie4sbbxyVnHzT6Lbyo7++Ys7Nr7H0SakHEOMM9AXg/ujbtwBXR3/+JvAs8MlUTyyl/E3MyxeB21PdV0mqHBYeeedWxqYDfObHh/n5gfOKHn9Tg4tzI5OcTKJukyusRj13XdrEtaurGZsO8PmfH6XHE5l9+H/37FDcw1Cj8El1CPAwEWcgR8x7c5yBhBALOQNJ4L+llI/G2eYeIsOJeUTdhO4FaGpSb93+tD9Es4K9gCqHmTqXNaf6/Ikw6gXv2NHMe1/VOmdZ7vVrqvnaCx20Vdq0m79IWTAAxDoDCSGuzuAcV0gpz0cDxDNCiGNSyudjjv8ZIAh8J97O0YDxKERUgTM4f0LCYYlOJ+gd9fLW//4LPSPetI+xosqOw2Jg7zkPAGaDYFNjGfu7PPQXwFy+w2zg0Xe1x+3a63WC912piWsUM6n0AGacgW4CLEBprDNQ9OmfkjOQEGLGGeh5ACHE3cDrgetkjvXJv/6nDr767Gma3CX0jk7T40n/5p9h7zkPjW4r5TYz54YnC6Zs12zQ8c33bmdLU+KpTm1qr7jJizNQ9PVrieQM3iilVE+NI4rXH8IXDBEKS4KhMM+dGKB/3MfusyNZ3fxj3oiZZdewl/1dHoYnUze3VJsv3Lo+6c2voZFPZ6CvEMkpPCOE2C+EeCSLtiRFSonFqONwzxh6neAD397Ds8eVWQPQN+6j1mlR5FhK8sGrl3H71vmyWhoasaRVkSKlfJZIth8p5RBwXZxtzgM3RX8+A2xMcKzl6TU1c7pHvPz6yAX+9VfHuXpVpeJVeI3RYUShsLrGwUdvWJnvZmgsAgq3JE1BfvtyH488dxp/KMxvjvYpfvwpnzJSX0qwucnF43dvy0iHT6P4WNIBIByW/P3PDvPtF8+pep5jF8awmvR5L/Cxmw186Y7NuG1a9Z5Gaizpx8TpgQnVb36IiH2srHYsvKHK/P0b1tJUrl5Fo8bSY0n3AJRK9KWCUcH1BEJE5u+vWF7BFcsr2NTootRi5J+efplfHbkQd593X97CW7Skn0aaLNkAcHZoki88/fLCGyrEmYHJrPY3GXTcuqme69ZUcemycuwmwxwDjHBY8ofjcUstuLTNzWdvXqPN6WukzZINALlc3gswPOVneZU9qaNtIlZU2Xn0Xe1Jy3F1OsEvP3wlT+zq4tHnz8y+b9LrMjbf0NBYsn81F/IwLVeeQfKtymHmG/dsT6kWv63SzqdvWsO/v2UjRr3AbNDxr7dvoKFMG/drZMaS7AGMTwd4YmdXzs87OJF+7f8nXruaepc1rX3evLWBq1ZWYjbq5lloaWikw5LrAUgp+cafOhMmy9Tk9MBkWlNwGxqcvGFjbUbnqnSYtZtfI2uWXAB4/IUO/v2ZE3k7f50rtbJgnUAT2dTIO0suAORbTttqTO2G/uzNa1lX51S5NRoayVlyOYB8C1v4Q8ltxra3unnb9kZu3azN2WvknyUXAALhnMoKzGPKl3j68aqVlTz2rnZMhiXX8dJYpCy5v8TgAk9gtSkxxR8COMwGHr5jk3bzaxQUS+6vMd+Z8SPnR2mrnD8MeeCmNdoiHY2CY8kNAa5bU4XZoMOXA8vveATDcxOBDouBO7c18rbtjXlpj4ZGMpZcAHCVmHjDxjp+sKdb9XMJAUadbjbxZ9QLLl9WwcYGJ3dub8JlNXLD2mosKc4MaGjkmnw6A6W0fyb87bUr+On+HgIhZROCNaUW7tjWyPIqOzva3FTYzISk5OlDvRw5P8a9V7VRYTcrek4NDTVJpwcw4ww04w094wz0oBDiU9HXiYxBrpFSDl70Xjr7p0VTeQmXtpXzx5MXnzIzllXaeGt7I3df3jLvaa5DcMumem7ZVK/IuTQ0cknenIEU2D8pb9hQl1UAMOl13LGtkfuuWU5NAYp+amgoQT6dgVLaP1NnoNu3NjAw4eOrz55mIk3NPiHgkXdu4drV1Wntp6Gx2FhwGjDWGSjDc1whpdwCvA64TwhxVTo7SykflVK2SynbKysrU95PpxPcd81yvvGebWk11m0z8fuPXq3d/BpFQSp1ADPOQJ3AE8C1sc5AAKk6AwEzzkCkun+2rK0rpbp04cScTkT+/ftbN+a9nFhDI1csOASQUj5A1Lo76g34MSnlXUKIh4g4Aj1IEmcgQCelHI9xBvp89OOfLbS/EpSYDHz1rq285ZG/EIopE37Hjib+9roVOK1GfMEwpRYDobDUlHU0iops6gAeBJ4UQrwXOAe8BSLOQMBjUsqbiDgD/TiqVWcAvhvjDBR3fzXY0lTGDz5wGY8+f4b9XR7uurSZ+655xZdkJrNv0GuaehrFhcixJ2dWtLe3y927d+e7GRoaiw4hxJ6ZGpxYtP6uhkYRowUADY0iRgsAGhpFjBYANDSKGC0AaGgUMVoA0NAoYrQAoKFRxGgBQEOjiNECgIZGEbOoKgGFEAPA2Qx3rwCUUQjJH9o1FAaL8RqapZTzltMuqgCQDUKI3fFKIRcT2jUUBkvhGmbQhgAaGkWMFgA0NIqYYgoAjy68ScGjXUNhsBSuASiiHICGhsZ8iqkHoKGhcRFaANDQKGIWdQAQQnxfCLE/+q9TCLH/os+bhBATQoiPJdj/ISHEMSHEQSHEj4UQruj7LUIIb8yxH1mM1xH97AEhxCkhxHEhxGsK+BreIoQ4IoQICyHaY97P2Xeh1jVEP8vJ95Aui9obUEp5x8zPQoh/B0Yv2uSLwC+THOIZ4AEpZVAI8S9ExE9nzElOSyk3KdjchKh1HUKItcCdwDqgDvitEGKllDKk6AWgyDUcBm4D/jvOZzn5LtS6hlx+D+myqAPADCKiOvpW4NqY994EnAEmE+0npfxNzMsXgdtVamJKqHAdtwBPSCl9QIcQ4hQRWfa/KNvyV8jiGl6ObqtW01JGhWvI+feQKot6CBDDlUCflPIkzMqRfxL4XBrHuIe50b1VCLFPCPGcEOJK5ZqaFKWvox7oivmsO/qemihxDReT6+9C6WvIx/eQEgXfAxBC/BaoifPRZ6SUM14CbwO+F/PZ54AvSiknUnmiCCE+AwSB70Tf6gWapJRDQoitwE+EEOuklGOL7Dri7ZTxvG8uriEOin4XeboGRb8HRZFSLup/RIJYH9AQ894fiViOdwIeYBj4mwT7302kK1aS5BzPAu2L7TqI5AIeiHn9a+CyQr2GVH7Xan8XalxDrr+HtK433w1Q4At7LfBcks//gYibUaJ9jwKVF71fCeijP7cBPYB7EV7HOuAAYAZaiYxh9YV4DTHbXHzz5PS7UOkacvo9pPNvKeQA7mRudy0pQojHYqZovkLE8fiZi6aYrgIOCiEOAD8APiClHFay0XFQ/DqklEeAJ4kEh18B90l1M88ZX4MQ4lYhRDdwGfALIcSvo5vl+rtQ/Bry8D2kjFYKrKFRxCyFHoCGhkaGaAFAQ6OI0QKAhkYRowUADY0iRgsAGhpFjBYANDSKGC0AaGgUMf8/0LDwduC5vaMAAAAASUVORK5CYII=\n", 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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
50SI0763256575.2896085Westerleigh41655.7048171Staten Island5MULTIPOLYGON (((-74.13047 40.63089, -74.13014 ...
51SI2256028570.7706085West New Brighton-New Brighton-St. George66052.5937572Staten Island5MULTIPOLYGON (((-74.07258 40.63794, -74.07330 ...
59SI5489611143.5336085Great Kills66104.6564522Staten Island5MULTIPOLYGON (((-74.14439 40.56971, -74.14287 ...
62SI0837752289.0757085Grymes Hill-Clifton-Fox Hills37119.8869851Staten Island5MULTIPOLYGON (((-74.08155 40.60629, -74.08281 ...
63SI3547137508.4989085New Brighton-Silver Lake30320.3628075Staten Island5MULTIPOLYGON (((-74.08373 40.63574, -74.08395 ...
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips \\\n", "50 SI07 63256575.2896 085 \n", "51 SI22 56028570.7706 085 \n", "59 SI54 89611143.5336 085 \n", "62 SI08 37752289.0757 085 \n", "63 SI35 47137508.4989 085 \n", "\n", " ntaname shape_leng boro_name \\\n", "50 Westerleigh 41655.7048171 Staten Island \n", "51 West New Brighton-New Brighton-St. George 66052.5937572 Staten Island \n", "59 Great Kills 66104.6564522 Staten Island \n", "62 Grymes Hill-Clifton-Fox Hills 37119.8869851 Staten Island \n", "63 New Brighton-Silver Lake 30320.3628075 Staten Island \n", "\n", " boro_code geometry \n", "50 5 MULTIPOLYGON (((-74.13047 40.63089, -74.13014 ... \n", "51 5 MULTIPOLYGON (((-74.07258 40.63794, -74.07330 ... \n", "59 5 MULTIPOLYGON (((-74.14439 40.56971, -74.14287 ... \n", "62 5 MULTIPOLYGON (((-74.08155 40.60629, -74.08281 ... \n", "63 5 MULTIPOLYGON (((-74.08373 40.63574, -74.08395 ... " ] }, "execution_count": 72, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# slicing the nta data with everything up to lon = -74.1 and everything after lat = 40.56\n", "nta_shape = nta_shape.cx[:-74.1, 40.56:]\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 73, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 73, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.7604081St. Albans45401.3169155Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...
1BK6920528197.0577047Clinton Hill23971.4662361Brooklyn3MULTIPOLYGON (((-73.95337 40.68064, -73.95328 ...
2BK4617782095.6686047Ocean Parkway South21975.9967416Brooklyn3MULTIPOLYGON (((-73.97075 40.62563, -73.97047 ...
3BX2825666124.7136005Van Cortlandt Village21945.7195842Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...
4QN5582461393.5232081South Ozone Park36708.1692925Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.7604 081 St. Albans 45401.3169155 \n", "1 BK69 20528197.0577 047 Clinton Hill 23971.4662361 \n", "2 BK46 17782095.6686 047 Ocean Parkway South 21975.9967416 \n", "3 BX28 25666124.7136 005 Van Cortlandt Village 21945.7195842 \n", "4 QN55 82461393.5232 081 South Ozone Park 36708.1692925 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Brooklyn 3 MULTIPOLYGON (((-73.95337 40.68064, -73.95328 ... \n", "2 Brooklyn 3 MULTIPOLYGON (((-73.97075 40.62563, -73.97047 ... \n", "3 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "4 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... " ] }, "execution_count": 74, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in nta data\n", "url = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(url)\n", "\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 75, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: WGS 84\n", "Axis Info [ellipsoidal]:\n", "- Lat[north]: Geodetic latitude (degree)\n", "- Lon[east]: Geodetic longitude (degree)\n", "Area of Use:\n", "- name: World.\n", "- bounds: (-180.0, -90.0, 180.0, 90.0)\n", "Datum: World Geodetic System 1984 ensemble\n", "- Ellipsoid: WGS 84\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 75, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# checking the current CRS\n", "nta_shape.crs" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 76, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "nta_shape.plot()" ] }, { "cell_type": "code", "execution_count": 77, "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": 77, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# switching CRS of nta to epsg = 2263\n", "nta_shape.to_crs(epsg=2263, inplace=True)\n", "\n", "nta_shape.crs" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 78, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "nta_shape.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 9. Types of Maps" ] }, { "cell_type": "code", "execution_count": 79, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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BoroughYearFIPS County CodeNTA CodeNTA NamePopulation
0Bronx20005BX01Claremont-Bathgate28149
1Bronx20005BX03Eastchester-Edenwald-Baychester35422
2Bronx20005BX05Bedford Park-Fordham North55329
3Bronx20005BX06Belmont25967
4Bronx20005BX07Bronxdale34309
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" ], "text/plain": [ " Borough Year FIPS County Code NTA Code NTA Name \\\n", "0 Bronx 2000 5 BX01 Claremont-Bathgate \n", "1 Bronx 2000 5 BX03 Eastchester-Edenwald-Baychester \n", "2 Bronx 2000 5 BX05 Bedford Park-Fordham North \n", "3 Bronx 2000 5 BX06 Belmont \n", "4 Bronx 2000 5 BX07 Bronxdale \n", "\n", " Population \n", "0 28149 \n", "1 35422 \n", "2 55329 \n", "3 25967 \n", "4 34309 " ] }, "execution_count": 79, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in nyc nta population data as 'nyc_pop'\n", "url = 'https://data.cityofnewyork.us/api/views/swpk-hqdp/rows.csv?accessType=DOWNLOAD'\n", "nyc_pop = pd.read_csv(url)\n", "\n", "nyc_pop.head()" ] }, { "cell_type": "code", "execution_count": 80, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([2000, 2010])" ] }, "execution_count": 80, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nyc_pop['Year'].unique()" ] }, { "cell_type": "code", "execution_count": 81, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([2010])" ] }, "execution_count": 81, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# saving only the population numbers for the year 2010\n", "nyc_pop = nyc_pop.loc[nyc_pop['Year'] == 2010]\n", "\n", "nyc_pop['Year'].unique()" ] }, { "cell_type": "code", "execution_count": 82, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.7604081St. Albans45401.3169155Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...
1BK6920528197.0577047Clinton Hill23971.4662361Brooklyn3MULTIPOLYGON (((-73.95337 40.68064, -73.95328 ...
2BK4617782095.6686047Ocean Parkway South21975.9967416Brooklyn3MULTIPOLYGON (((-73.97075 40.62563, -73.97047 ...
3BX2825666124.7136005Van Cortlandt Village21945.7195842Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...
4QN5582461393.5232081South Ozone Park36708.1692925Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...
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" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.7604 081 St. Albans 45401.3169155 \n", "1 BK69 20528197.0577 047 Clinton Hill 23971.4662361 \n", "2 BK46 17782095.6686 047 Ocean Parkway South 21975.9967416 \n", "3 BX28 25666124.7136 005 Van Cortlandt Village 21945.7195842 \n", "4 QN55 82461393.5232 081 South Ozone Park 36708.1692925 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Brooklyn 3 MULTIPOLYGON (((-73.95337 40.68064, -73.95328 ... \n", "2 Brooklyn 3 MULTIPOLYGON (((-73.97075 40.62563, -73.97047 ... \n", "3 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "4 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... " ] }, "execution_count": 82, "metadata": {}, "output_type": "execute_result" } ], "source": [ "url = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(url)\n", "\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 83, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometryBoroughYearFIPS County CodeNTA CodeNTA NamePopulation
0QN0877412747.7604081St. Albans45401.3169155Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...Queens201081QN08St. Albans48593
1BK6920528197.0577047Clinton Hill23971.4662361Brooklyn3MULTIPOLYGON (((-73.95337 40.68064, -73.95328 ...Brooklyn201047BK69Clinton Hill34791
2BK4617782095.6686047Ocean Parkway South21975.9967416Brooklyn3MULTIPOLYGON (((-73.97075 40.62563, -73.97047 ...Brooklyn201047BK46Ocean Parkway South20299
3BX2825666124.7136005Van Cortlandt Village21945.7195842Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...Bronx20105BX28Van Cortlandt Village50100
4QN5582461393.5232081South Ozone Park36708.1692925Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...Queens201081QN55South Ozone Park75878
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" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.7604 081 St. Albans 45401.3169155 \n", "1 BK69 20528197.0577 047 Clinton Hill 23971.4662361 \n", "2 BK46 17782095.6686 047 Ocean Parkway South 21975.9967416 \n", "3 BX28 25666124.7136 005 Van Cortlandt Village 21945.7195842 \n", "4 QN55 82461393.5232 081 South Ozone Park 36708.1692925 \n", "\n", " boro_name boro_code geometry \\\n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Brooklyn 3 MULTIPOLYGON (((-73.95337 40.68064, -73.95328 ... \n", "2 Brooklyn 3 MULTIPOLYGON (((-73.97075 40.62563, -73.97047 ... \n", "3 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "4 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... \n", "\n", " Borough Year FIPS County Code NTA Code NTA Name \\\n", "0 Queens 2010 81 QN08 St. Albans \n", "1 Brooklyn 2010 47 BK69 Clinton Hill \n", "2 Brooklyn 2010 47 BK46 Ocean Parkway South \n", "3 Bronx 2010 5 BX28 Van Cortlandt Village \n", "4 Queens 2010 81 QN55 South Ozone Park \n", "\n", " Population \n", "0 48593 \n", "1 34791 \n", "2 20299 \n", "3 50100 \n", "4 75878 " ] }, "execution_count": 83, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# joining our nta population data to our nta shapes data\n", "nta_pop = nta_shape.merge(nyc_pop, \n", " left_on='ntacode', \n", " right_on='NTA Code', \n", " how='inner')\n", "\n", "nta_pop.head()" ] }, { "cell_type": "code", "execution_count": 84, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "\n", "Name: WGS 84\n", "Axis Info [ellipsoidal]:\n", "- Lat[north]: Geodetic latitude (degree)\n", "- Lon[east]: Geodetic longitude (degree)\n", "Area of Use:\n", "- name: World.\n", "- bounds: (-180.0, -90.0, 180.0, 90.0)\n", "Datum: World Geodetic System 1984 ensemble\n", "- Ellipsoid: WGS 84\n", "- Prime Meridian: Greenwich" ] }, "execution_count": 84, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nta_pop.crs" ] }, { "cell_type": "code", "execution_count": 85, "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": 85, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nta_pop = nta_pop.to_crs(epsg=2263)\n", "\n", "nta_pop.crs" ] }, { "cell_type": "code", "execution_count": 86, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometryBoroughYearFIPS County CodeNTA CodeNTA NamePopulationsq_ft
0QN0877412747.7604081St. Albans45401.3169155Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...Queens201081QN08St. Albans485937.741292e+07
1BK6920528197.0577047Clinton Hill23971.4662361Brooklyn3MULTIPOLYGON (((997183.302 187255.730, 997207....Brooklyn201047BK69Clinton Hill347912.052830e+07
2BK4617782095.6686047Ocean Parkway South21975.9967416Brooklyn3MULTIPOLYGON (((992370.385 167211.562, 992446....Brooklyn201047BK46Ocean Parkway South202991.778215e+07
3BX2825666124.7136005Van Cortlandt Village21945.7195842Bronx2MULTIPOLYGON (((1015481.837 261490.578, 101548...Bronx20105BX28Van Cortlandt Village501002.566604e+07
4QN5582461393.5232081South Ozone Park36708.1692925Queens4MULTIPOLYGON (((1038120.503 188147.096, 103819...Queens201081QN55South Ozone Park758788.246160e+07
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" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.7604 081 St. Albans 45401.3169155 \n", "1 BK69 20528197.0577 047 Clinton Hill 23971.4662361 \n", "2 BK46 17782095.6686 047 Ocean Parkway South 21975.9967416 \n", "3 BX28 25666124.7136 005 Van Cortlandt Village 21945.7195842 \n", "4 QN55 82461393.5232 081 South Ozone Park 36708.1692925 \n", "\n", " boro_name boro_code geometry \\\n", "0 Queens 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "1 Brooklyn 3 MULTIPOLYGON (((997183.302 187255.730, 997207.... \n", "2 Brooklyn 3 MULTIPOLYGON (((992370.385 167211.562, 992446.... \n", "3 Bronx 2 MULTIPOLYGON (((1015481.837 261490.578, 101548... \n", "4 Queens 4 MULTIPOLYGON (((1038120.503 188147.096, 103819... \n", "\n", " Borough Year FIPS County Code NTA Code NTA Name \\\n", "0 Queens 2010 81 QN08 St. Albans \n", "1 Brooklyn 2010 47 BK69 Clinton Hill \n", "2 Brooklyn 2010 47 BK46 Ocean Parkway South \n", "3 Bronx 2010 5 BX28 Van Cortlandt Village \n", "4 Queens 2010 81 QN55 South Ozone Park \n", "\n", " Population sq_ft \n", "0 48593 7.741292e+07 \n", "1 34791 2.052830e+07 \n", "2 20299 1.778215e+07 \n", "3 50100 2.566604e+07 \n", "4 75878 8.246160e+07 " ] }, "execution_count": 86, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returning the area of our nta as a new column 'sq_ft'\n", "nta_pop['sq_ft'] = nta_pop.area\n", "\n", "nta_pop.head()" ] }, { "cell_type": "code", "execution_count": 87, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometryBoroughYearFIPS County CodeNTA CodeNTA NamePopulationsq_ftsq_mi
0QN0877412747.7604081St. Albans45401.3169155Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...Queens201081QN08St. Albans485937.741292e+072.776806
1BK6920528197.0577047Clinton Hill23971.4662361Brooklyn3MULTIPOLYGON (((997183.302 187255.730, 997207....Brooklyn201047BK69Clinton Hill347912.052830e+070.736351
2BK4617782095.6686047Ocean Parkway South21975.9967416Brooklyn3MULTIPOLYGON (((992370.385 167211.562, 992446....Brooklyn201047BK46Ocean Parkway South202991.778215e+070.637847
3BX2825666124.7136005Van Cortlandt Village21945.7195842Bronx2MULTIPOLYGON (((1015481.837 261490.578, 101548...Bronx20105BX28Van Cortlandt Village501002.566604e+070.920643
4QN5582461393.5232081South Ozone Park36708.1692925Queens4MULTIPOLYGON (((1038120.503 188147.096, 103819...Queens201081QN55South Ozone Park758788.246160e+072.957903
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" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.7604 081 St. Albans 45401.3169155 \n", "1 BK69 20528197.0577 047 Clinton Hill 23971.4662361 \n", "2 BK46 17782095.6686 047 Ocean Parkway South 21975.9967416 \n", "3 BX28 25666124.7136 005 Van Cortlandt Village 21945.7195842 \n", "4 QN55 82461393.5232 081 South Ozone Park 36708.1692925 \n", "\n", " boro_name boro_code geometry \\\n", "0 Queens 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "1 Brooklyn 3 MULTIPOLYGON (((997183.302 187255.730, 997207.... \n", "2 Brooklyn 3 MULTIPOLYGON (((992370.385 167211.562, 992446.... \n", "3 Bronx 2 MULTIPOLYGON (((1015481.837 261490.578, 101548... \n", "4 Queens 4 MULTIPOLYGON (((1038120.503 188147.096, 103819... \n", "\n", " Borough Year FIPS County Code NTA Code NTA Name \\\n", "0 Queens 2010 81 QN08 St. Albans \n", "1 Brooklyn 2010 47 BK69 Clinton Hill \n", "2 Brooklyn 2010 47 BK46 Ocean Parkway South \n", "3 Bronx 2010 5 BX28 Van Cortlandt Village \n", "4 Queens 2010 81 QN55 South Ozone Park \n", "\n", " Population sq_ft sq_mi \n", "0 48593 7.741292e+07 2.776806 \n", "1 34791 2.052830e+07 0.736351 \n", "2 20299 1.778215e+07 0.637847 \n", "3 50100 2.566604e+07 0.920643 \n", "4 75878 8.246160e+07 2.957903 " ] }, "execution_count": 87, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# converting square feet to square miles and saving as a new column\n", "nta_pop['sq_mi'] = nta_pop['sq_ft'] / 27878400\n", "\n", "nta_pop.head() " ] }, { "cell_type": "code", "execution_count": 88, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "
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NTA CodeNTA NamePopulationsq_ftsq_midensity (pop/sq_mi)
32MN32Yorkville779421.364822e+070.489563159207.407621
151BX40Fordham South282626.308875e+060.226300124887.463830
56MN22East Village441361.089429e+070.390779112943.709343
174MN14Lincoln Square614891.580585e+070.566957108454.447807
7MN12Upper West Side1323783.437994e+071.233211107344.191541
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" ], "text/plain": [ " NTA Code NTA Name Population sq_ft sq_mi \\\n", "32 MN32 Yorkville 77942 1.364822e+07 0.489563 \n", "151 BX40 Fordham South 28262 6.308875e+06 0.226300 \n", "56 MN22 East Village 44136 1.089429e+07 0.390779 \n", "174 MN14 Lincoln Square 61489 1.580585e+07 0.566957 \n", "7 MN12 Upper West Side 132378 3.437994e+07 1.233211 \n", "\n", " density (pop/sq_mi) \n", "32 159207.407621 \n", "151 124887.463830 \n", "56 112943.709343 \n", "174 108454.447807 \n", "7 107344.191541 " ] }, "execution_count": 88, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# creating a new column of the population density (pop/area) of each nta\n", "nta_pop['density (pop/sq_mi)'] = nta_pop['Population'] / nta_pop['sq_mi']\n", "\n", "nta_pop.sort_values(by='density (pop/sq_mi)', ascending=False).iloc[:5,-6:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 9.1 Choropleth Maps" ] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 89, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plotting a choropleth map on the column 'density (pop/sq_mi)'\n", "nta_pop.plot(column='density (pop/sq_mi)')" ] }, { "cell_type": "code", "execution_count": 90, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8,8))\n", "\n", "# saving variable to format integers as strings with commas\n", "comma_fmt = FuncFormatter(lambda x, p: format(int(x), ','))\n", "\n", "# resizing the color bar to scale to the plot\n", "divider = make_axes_locatable(ax)\n", "cax = divider.append_axes(\"right\", size=\"5%\", pad=0.1)\n", "\n", "# plotting 'density (pop/sq_mi)' as a choropleth map\n", "nta_pop.plot(column='density (pop/sq_mi)', \n", " ax=ax, # plotting on the generated axis\n", " cax=cax, # legend of the color bar\n", " legend=True, # turning on legend\n", " legend_kwds={'format':comma_fmt}) # formatting the color map legend with thousand separator\n", "\n", "# setting title\n", "ax.set_title('Population Density (pop/square miles) by\\nNeighborhood Tabulation Areas (NTA) in NYC', \n", " fontsize=15, \n", " pad=20)\n", "\n", "ax.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 91, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8,8))\n", "\n", "nta_pop.plot(column='density (pop/sq_mi)', \n", " ax=ax, \n", " legend=True, \n", " scheme='fisher_jenks',\n", " k=7,\n", " legend_kwds={'loc': \"upper left\", \n", " 'fmt': \"{:,.0f}\",\n", " 'fontsize': \"10\"}) \n", " \n", "ax.set_title('Population Density (pop/square miles) by\\nNeighborhood Tabulation Areas (NTA) in NYC', \n", " fontsize=15, \n", " pad=20)\n", "\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 92, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# align legend numbers\n", "\n", "fig, ax = plt.subplots(figsize=(8,8))\n", "\n", "nta_pop.plot(column='density (pop/sq_mi)', \n", " ax=ax, \n", " legend=True, \n", " scheme='fisher_jenks',\n", " k=7,\n", " legend_kwds={'loc': \"upper left\", \n", " 'fmt': \"{:,.0f}\",\n", " 'fontsize': \"10\"})\n", "\n", "# returning the legend\n", "leg = ax.get_legend()\n", "\n", "# making the legend labels right horizontal aligned\n", "hp = leg._legend_box.get_children()[1]\n", "for vp in hp.get_children():\n", " for row in vp.get_children():\n", " row.set_width(125) # need to adapt this manually\n", " row.mode= \"expand\"\n", " row.align=\"right\" \n", " \n", "ax.set_title('Population Density (pop/square miles) by\\nNeighborhood Tabulation Areas (NTA) in NYC', \n", " fontsize=15, \n", " pad=20)\n", "\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 93, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "comma_fmt = FuncFormatter(lambda x, p: format(int(x), ','))\n", "\n", "ax = gplt.choropleth(nta_pop.to_crs(4326), \n", " hue='density (pop/sq_mi)', \n", " projection=gcrs.AlbersEqualArea(),\n", " edgecolor='None', \n", " linewidth=1,\n", " cmap='viridis',\n", " legend=True,\n", " legend_kwargs={'format': comma_fmt},\n", " figsize=(8,8),\n", " zorder=0)\n", "\n", "gplt.polyplot(nta_shape.to_crs(4326), \n", " ax=ax, \n", " zorder=1,\n", " edgecolor='None')\n", "\n", "ax.set_title('Population Density (pop/square miles) by\\nNeighborhood Tabulation Areas (NTA) in NYC', \n", " fontsize=15, \n", " pad=20)\n", "\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 94, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "comma_fmt = FuncFormatter(lambda x, p: format(int(x), ','))\n", "\n", "ax = gplt.choropleth(nta_pop.to_crs(4326), \n", " hue='density (pop/sq_mi)', \n", " projection=gcrs.AlbersEqualArea(),\n", " edgecolor='None', \n", " linewidth=1,\n", " cmap='viridis',\n", " legend=True,\n", " legend_kwargs={'format': comma_fmt,\n", " 'orientation': 'horizontal'},\n", " figsize=(8,8),\n", " zorder=0)\n", "\n", "gplt.polyplot(nta_shape.to_crs(4326), \n", " ax=ax, \n", " zorder=1,\n", " edgecolor='None')\n", "\n", "ax.set_title('Population Density (pop/square miles) by\\nNeighborhood Tabulation Areas (NTA) in NYC', \n", " fontsize=15, \n", " pad=20)\n", "\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 9.3 Hexbin Map" ] }, { "cell_type": "code", "execution_count": 98, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8,8))\n", "\n", "school_points['x'] = school_points['geometry'].x\n", "school_points['y'] = school_points['geometry'].y\n", "df = pd.DataFrame(school_points)\n", "\n", "df.plot.hexbin(x='x', \n", " y='y', \n", " gridsize=25, \n", " ax=ax,\n", " cmap='Blues')\n", "\n", "\n", "nta_shape.to_crs(epsg=2263).plot(ax=ax, \n", " color='None', \n", " edgecolor='black', \n", " cax=cax)\n", "\n", "ax.set_title('Hexbin Map of Schools in NYC', fontsize=20, pad=10)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 9.4 Proportional Symbol Map" ] }, { "cell_type": "code", "execution_count": 99, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometryBoroughYearFIPS County CodeNTA CodeNTA NamePopulationsq_ftsq_midensity (pop/sq_mi)centroid
0QN0877412747.7604081St. Albans45401.3169155Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...Queens201081QN08St. Albans485937.741292e+072.77680617499.599134POINT (1049933.729 191188.768)
1BK6920528197.0577047Clinton Hill23971.4662361Brooklyn3MULTIPOLYGON (((997183.302 187255.730, 997207....Brooklyn201047BK69Clinton Hill347912.052830e+070.73635147247.829471POINT (994687.841 189923.623)
2BK4617782095.6686047Ocean Parkway South21975.9967416Brooklyn3MULTIPOLYGON (((992370.385 167211.562, 992446....Brooklyn201047BK46Ocean Parkway South202991.778215e+070.63784731824.252150POINT (992488.356 164182.300)
3BX2825666124.7136005Van Cortlandt Village21945.7195842Bronx2MULTIPOLYGON (((1015481.837 261490.578, 101548...Bronx20105BX28Van Cortlandt Village501002.566604e+070.92064354418.515399POINT (1013115.278 258632.519)
4QN5582461393.5232081South Ozone Park36708.1692925Queens4MULTIPOLYGON (((1038120.503 188147.096, 103819...Queens201081QN55South Ozone Park758788.246160e+072.95790325652.634505POINT (1034328.472 185669.737)
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.7604 081 St. Albans 45401.3169155 \n", "1 BK69 20528197.0577 047 Clinton Hill 23971.4662361 \n", "2 BK46 17782095.6686 047 Ocean Parkway South 21975.9967416 \n", "3 BX28 25666124.7136 005 Van Cortlandt Village 21945.7195842 \n", "4 QN55 82461393.5232 081 South Ozone Park 36708.1692925 \n", "\n", " boro_name boro_code geometry \\\n", "0 Queens 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "1 Brooklyn 3 MULTIPOLYGON (((997183.302 187255.730, 997207.... \n", "2 Brooklyn 3 MULTIPOLYGON (((992370.385 167211.562, 992446.... \n", "3 Bronx 2 MULTIPOLYGON (((1015481.837 261490.578, 101548... \n", "4 Queens 4 MULTIPOLYGON (((1038120.503 188147.096, 103819... \n", "\n", " Borough Year FIPS County Code NTA Code NTA Name \\\n", "0 Queens 2010 81 QN08 St. Albans \n", "1 Brooklyn 2010 47 BK69 Clinton Hill \n", "2 Brooklyn 2010 47 BK46 Ocean Parkway South \n", "3 Bronx 2010 5 BX28 Van Cortlandt Village \n", "4 Queens 2010 81 QN55 South Ozone Park \n", "\n", " Population sq_ft sq_mi density (pop/sq_mi) \\\n", "0 48593 7.741292e+07 2.776806 17499.599134 \n", "1 34791 2.052830e+07 0.736351 47247.829471 \n", "2 20299 1.778215e+07 0.637847 31824.252150 \n", "3 50100 2.566604e+07 0.920643 54418.515399 \n", "4 75878 8.246160e+07 2.957903 25652.634505 \n", "\n", " centroid \n", "0 POINT (1049933.729 191188.768) \n", "1 POINT (994687.841 189923.623) \n", "2 POINT (992488.356 164182.300) \n", "3 POINT (1013115.278 258632.519) \n", "4 POINT (1034328.472 185669.737) " ] }, "execution_count": 99, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nta_pop['centroid'] = nta_pop.centroid\n", "nta_pop = nta_pop.set_geometry('centroid')\n", "\n", "nta_pop.head()" ] }, { "cell_type": "code", "execution_count": 100, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = gplt.pointplot(nta_pop.set_geometry('centroid').to_crs(4326), \n", " projection=gcrs.AlbersEqualArea(),\n", " figsize=(8,8),\n", " scale='Population', \n", " limits=(1, 30), \n", " legend=True,\n", " legend_kwargs={'frameon': False, \n", " 'loc': 'upper left', \n", " 'fontsize':'xx-large', \n", " 'title':'Population',\n", " 'title_fontsize':'15'})\n", "\n", "gplt.polyplot(nta_shape.to_crs(4326), \n", " projection=gcrs.AlbersEqualArea(),\n", " ax=ax)\n", "\n", "leg = ax.get_legend()\n", "\n", "for lbl in leg.get_texts():\n", " label_text = lbl.get_text()\n", " lower = label_text.split()[0]\n", " new_text = f'{int(lower):,.0f}'\n", " lbl.set_text(new_text)\n", "\n", "hp = leg._legend_box.get_children()[1]\n", "for vp in hp.get_children():\n", " for row in vp.get_children():\n", " row.set_width(115) \n", " row.mode= \"expand\"\n", " row.align=\"right\"\n", "\n", "ax.set_title('Proportional Symbol Map of Population of\\nNeighborhood Tabulation Areas (NTA) in NYC', \n", " fontsize=15)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 101, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = gplt.pointplot(nta_pop.set_geometry('centroid').to_crs(4326), \n", " projection=gcrs.AlbersEqualArea(),\n", " figsize=(8,8),\n", " hue='Population', \n", " scale='Population',\n", " legend_var='scale',\n", " limits=(1, 30),\n", " legend=True,\n", " legend_kwargs={'frameon': False, \n", " 'loc': 'upper left', \n", " 'fontsize':'xx-large', \n", " 'title':'Population',\n", " 'title_fontsize':'15'})\n", "\n", "gplt.polyplot(nta_shape.to_crs(4326), \n", " projection=gcrs.AlbersEqualArea(),\n", " ax=ax)\n", "\n", "leg = ax.get_legend()\n", "\n", "for lbl in leg.get_texts():\n", " label_text = lbl.get_text()\n", " lower = label_text.split()[0]\n", " new_text = f'{int(lower):,.0f}'\n", " lbl.set_text(new_text) \n", "\n", "hp = leg._legend_box.get_children()[1]\n", "for vp in hp.get_children():\n", " for row in vp.get_children():\n", " row.set_width(115) \n", " row.mode= \"expand\"\n", " row.align=\"right\"\n", " \n", "ax.set_title('Proportional Symbol Map of Population of\\nNeighborhood Tabulation Areas (NTA) in NYC', \n", " fontsize=15)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "code", "execution_count": 102, "metadata": {}, "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", "ax = sns.scatterplot(x=nta_pop['centroid'].x,\n", " y=nta_pop['centroid'].y, \n", " data=nta_pop, \n", " size=\"Population\",\n", " hue='Population',\n", " sizes=(20, 800))\n", "\n", "nta_shape.to_crs(epsg=2263).plot(ax=ax, \n", " color='None', \n", " edgecolor='black',\n", " zorder=0)\n", "\n", "current_handles, current_labels = plt.gca().get_legend_handles_labels()\n", " \n", "for i in range(len(current_labels)):\n", " current_labels[i] = int(current_labels[i])\n", " current_labels[i] = \"{:,}\".format((current_labels[i])) \n", " \n", "\n", "leg = ax.legend(current_handles, current_labels, \n", " loc='upper left', \n", " fontsize='large', \n", " title='Population', \n", " title_fontsize=12)\n", "\n", "hp = leg._legend_box.get_children()[1]\n", "for vp in hp.get_children():\n", " for row in vp.get_children():\n", " row.set_width(115)\n", " row.mode= \"expand\"\n", " row.align=\"right\"\n", "\n", "ax.set_title('Proportional Symbol Map of Population of\\nNeighborhood Tabulation Areas (NTA) in NYC', \n", " fontsize=15)\n", "plt.axis('off')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 9.5 Voroni Map" ] }, { "cell_type": "code", "execution_count": 103, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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JkiRJdYIMSiRJkiRJqhNkUCJJkiRJUp0ggxJJkiRJkuoEGZRIkiRJklQnyKBEkiRJkqQ6QQYlkiRJkiTVCTIokSRJkiSpTpBBiSRJkiRJdYIMSiRJkiRJqhNkUCJJkiRJUp0ggxJJkiRJkuoEGZRIkiRJklQnyKBEkiRJkqQ6QQYlkiRJkiTVCTIokSRJkiSpTpBBiSRJkiRJdYIMSiRJkiRJqhNkUCJJkiRJUp0ggxJJkiRJkuoEGZRIkiRJklQnyKBEkiRJkqQ6QQYlkiRJkiTVCTIokSRJkiSpTpBBiSRJkiRJdYIMSiRJkiRJqhNkUCJJkiRJUp0ggxJJkiRJkuoEGZRIkiRJklQnyKBEkiRJkqQ6QQYlkiRJkiTVCTIokSRJkiSpTpBBiSRJkiRJdYIMSiRJkiRJqhNkUCJJkiRJUp0ggxJJkiRJkuoEGZRIkiRJklQnGP/uE5AkSToX1S4fW3NLKa/x0CQ+nNSkSAyK+LtPS5KkP0Bomna69addKUmS9HeodvmYvmw3To8fs1HB5fXTumEMQ9qn/N2nJknS7zvlXw+y+0aSpP842w6WUuP2ER9hI9JuoV5kCNtyyyh3eP7uU5Mk6Q+QQYkkSf9xymu8mI2G4O+KEAghqPH4/sazkiTpj5JBiSRJ/3GaxIfh8vpRa7uf3V4/RoNCXLjtbz4zSZL+CBmUSJL0H6dZYiTtm8RSXOmmqNKFyxvgkk4pWEyG399ZkqQ6Sya6SpL0H6uixkONx09smFUGJJL0n+OUia4yKJEkSZIk6a8kR99IkiRJklS3yaBEkiRJkqQ6QQYlkiRJkiTVCTIokSRJkiSpTpBBiSRJkiRJdYIMSiRJkiRJqhNkUCJJkiRJUp0ggxJJkiRJkuoEGZRIkiRJklQnyKBEkiRJkqQ6QQYlkiRJkiTVCTIokSRJkiSpTpBBiSRJkiRJdYIMSiRJkiRJqhNkUCJJkiRJUp0ggxJJkiRJkuoEGZRIkiRJklQnyKBEkiRJkqQ6QQYlkiRJkiTVCTIokSRJkiSpTpBBiSRJkiRJdYIMSiRJkiRJqhNkUCJJkiRJUp0ggxJJkiRJkuoEGZRIklTnZGdn06FDB5599lmKi4v/7tORJOkvIoMSSZLqnBdeeIG2bduyZ88eUlNTGTNmDKtWrULTtL/71CRJ+hOJ3/mPXH4CSJL0l3K5XMTHx7Nv3z7i4uIoKyvj448/5p133iEsLIzx48czcuRI7Hb7332qkiSdG3GqFbKlRJKkOmXNmjWkp6cTFxcHQHR0NPfffz+7d+/m2Wef5dtvvyUlJYV7772X3bt3/81nK0nS+SSDEkmS6pRly5bRp0+fE5YrisJFF13Et99+y4YNG7BarfTu3ZsLL7yQOXPm4Pf7/4azlSTpfJJBiSRJdcqpgpKjNWrUiGeffZbc3FzGjh3LCy+8QJMmTXj66acpLCz8i85Ul5mZydNPP/2XvqYk/beSQYkkSXWG1+tlzZo19OzZ84y2t1gsjBkzhszMTObMmcP+/ftp2bIlo0aNYuXKlX9qYmxeXh6jRo2iZ8+e5OXl/WmvI0n/S2SiqyRJdcbq1au57bbbyMrKOudjlJeXM3XqVN5++21sNhuXXXYZDzzwAKGhoefvRIEHH3yQd955B4vFwu7du4mOjj6vx5ek/2Iy0VWSpLrvTLpufk9UVBT33HMPO3fu5LnnnuPJJ58kJSWFu+66i507d56X89Q0DZvNhsPhoGvXrrjd7vNyXEn6XyeDEkmS6oxTBSW+gIrD7Tur7hhFUWjZsiUAWVlZhIeH069fPwYOHMjXX399zomxTqeTESNG8MMPP/DNN99Qv359MjIyuPTSS5k7dy4+n++cjitJkuy+kSSpjggEAsTGxrJz507q1asH6C0SWftLWb49H29AJTrUwrAOKdSLDDmjYy5atIhhw4bh9XoBPWdl9uzZvP322+Tk5HDrrbcybtw4EhMTz/g8Dx48SIsWLdi8eTOpqakAOBwOvvzySz788EOys7O58MILuffee2nXrt3ZXQRJ+t8gu28kSarbfv31VxISEoIBCcDB0hoWbc7DbjUSH27F5fEze3UOvoB6RsfMycnBYrEEfzebzYwcOZLly5czb948Dh06RKtWrfi///s/lixZckYtMRs2bqJB297M2VLK+4t2kJVTQojdzg033MCKFSt49913mTZtGoMGDaJv37588803Z38xJOl/lAxKJEmqE07WdbPncAVmo4LZaEAIQXiIGZfXT0G584yOeeDAAUJCTt6q0qZNG9599132799P7969GT9+PK1ateL111+nvLz8pPusXr2aB557l+E3PUBURASgsSArjy37S4PbPPjgg3To0IHDhw9z9913M2bMGGpqas7sIkjS/zgZlEiSVCecLCixmo2o6m+tF5qmoWkaZuOZfXStX7/+d5NQIyIiuOOOO9i6dStTpkxh7dq1NGnShBtuuIG1a9cGW0/y8/O5/IoruOTa8aQ1qY/FZMBqNhIVambDvhIApk2bxt69e/nmm28wm81cccUVZGRksHHjxrO5FJL0P0sGJZIk/e00TTtpUNKqfhQGRVDu8ODy+imsdJEcE0p8hO13j6mqKsuWLcPhcDBkyJDf3V4IQccu3Rn3rxeY9MkiQlJ7cu0td9KxY0emTJlCVlYWTZs2pX79+ghx7H6BgIrf72f8+PGMHTuWlJSU4PouXbqwdu3aM78YkvQ/TAYlkiT97Xbt2oXdbqdBgwbHLI8KtTCydyqN4sMwGRS6Na/H5V0aIcQp8+SCrr/+egKBAKtWrWLx4sWMGTPmtNtrmsactTlsyC7GbreT1r4btz45hUefeIaZM2cybNgw3C4XrRtGU1zpJqCq+AMqZQ4P7RrHcMcdd6CqKu+///4xx5VBiSSdOePffQKSJEkff/wxmqbh9Xoxm83HrIuPsHFp50Zndbz777+fTz/9lPj4eLp06cL8+fO58MILiYmJ4fXXXz/pPkWVLg6X1QRH9lhMBoqr3MQ1bcNnn31GcnIyr776Kl3TkwDYmluGogh6tqhHos3P+++/z3vvvYfReOzHateuXXn88cfP6vwl6X+VbCmRJOlvt2/fPvLz80lKSmLPnj1/6Fg33HADr732GqNHj8bp1BNiBw4cyKxZs3jjjTd46qmnTrqfX9VOaIFRBHj9KgUFBQB89dVXmI0GLmjbgLuGteHOoa3plZbIVVeOoFGjRowbN+6E4zZr1oyioiJycnL+0PuSpP8FMiiRJOlvpWkaq1evZv369TRt2pS0tDSmT59+TscaPnw4n376KfPmzePOO+8MBiUAV155Je+88w6PP/4477zzzgn71ouwEWo1UVHjQdM0PL4APr+K1VdJjx49aNWqFW+88Uaw1cOgCBQhWLhwIWvXruWrr75ix6Fypi/dzce/7GTTvmICqsb27dtxOp2sX7/+3C6QJP0Pkd03kiT9rQ4cOIDf7ycjI4M1a9bwz3/+k7Fjx7J48WI++eSTMzqGqqr06dOHdevWsXLlymDpd1VVcTgcwXlvbr31VkpKShg/fjwxMTFcffXVwWMYDQojujVhftZBCiqcWE0GOjYI4aK+HWjbti2rVq1i6tSp3HTTTQA8+eSTAFx77bUMGTIEc2xDvl23n3CbWQ9WtuTh8gV4/tFHEUKwZcsWrrrqqvN78STpv4wMSiRJ+lstXbqUPn36BLtOXnrpJfr3788VV1zBmjVrWLVqFZGRkafc3+/306FDB/bu3UtWVhZpaWkAWK1WDAYD69evp1+/fsHtH330UUpLSxk5ciRRUVFccMEFwXWx4VZG926GxxfA6aimadMmNGjQgFWrVqEoCjfccAMAN910E9XV1RQUFFBWVsasWbP4cm0ekSEWQiz6x6rZqLB2TxELFy3myiuvlMmuknQGZFAiSdLf6mRDgYcNG0ZOTg5dunQhOTmZhQsX0rNnzxP2dTqdZGRkUFZWxs6dO48Zigtgt9vJyso6JigBeOWVVygpKWHo0KFkZmbSuXPn4DohBKrfS3p6K8LCwvjh50zWZhcTYTPTNCGcG264geLiYh566CEMBgOhoaFYrVY8vgBGw2894ooQ7Nmbjd/v57XXXiMjIwNNOzFvRZKk38icEkmS/lanmoQvKSmJ3Nxc+vfvT58+fXjuueeOWV9RUUGTJk2oqalh3759JwQkANHR0Wzfvv2krztt2jQuuOACevXqxa5du4LLj3QlBQIBpnyzhK/WHGDljgJ+2HCAmcv34vYF2LdvHwkJCVRUVOD3++nbty9tGsVQ6tCHCquaRlGViw1LfqBHvwvIPOAi49Lx9LzyNp589kWys7P/4FWTpP9OMiiRJOlvc/jwYcrKykhPTz/pekVR+P7773nxxRd59NFH6dKlCy+++CKTJ0+mUaNGWK1WcnJyiI6OPun+SUlJpw0A5s2bR/v27YNl4VVVpUOHDpSWlrJ6w2a25lUTH2EjPsJGvcgQiqpc7DxUzty5c7n00ksJDQ1l9OjRZGZmsuiL9+nUJI4yh4eSKjeNY2xk/TKHblfdweFyJ2NHj6TnhZeztcJCr959ad++Pc888wy7d+8+L9dSkv4byO4bSZL+NtOnT8ftduN2u085Rw3AfffdR1lZGU8//TS7d++mpqYGq9XK7t27T6hrcrRGjRqxYcOG055DZmYm6enppKen06JFC/bu3cvOnTvRrKEIUYRB+a27xWI0MPm9jykoKODhhx8G9JmIAZ6YOJFv27fnjiFD0DR4/LFHiEtJJS4+kSi7Pilgm5ZNqJeQyDP3jOXQ7s1Mnz6dFi1a0KxZM8aOHctVV11Fy5Ytz/j6SdJ/G9lSIknS32b//v14PB4GDBiApmkUVbooqnShHjdb75G8jHHjxlFRUcE999xDWFjYaQMSgLi4OA4ePHjabRRFYfPmzZhMJtauXcuGDRtISUkhJswKEJyROD+/gM9mfcncmR8DEFsvkUVbDkL9jkQkNuXGG2/k8ssv50DOPgxC44MPPqBnrxO7pQA0BH379iUrK4u4uDjef/99SkpKGDhwIBkZGTzxxBNs27btjK6hJP03kS0lkiT9bZYvX8706dO57qZbuOnJD2jcqgMWk4H4CBtXdG1MeIgedNx2220AwfoiTZo0obq6+nePn5WVhdPppKSkhNjY2FNuZzabmTlzJhdeeCGpqakAhFpNDGydzMLNeaxcv5nSag+hscm8/MEsxo8ayt0frqDM6adRr6to2u8auvRuyZYtW0hLSyMQCADw7YwPcdvrM7B/byLsNqpdPiwmhQYxdh577DE2bdrE9u3bad68Of369ePVV19l9erVfPnll1x00UWEhYUxfPhwLrjgAvr37y+TZKX/erKlRJKkv0VpaSm5ublcMWIEYye8y+4yjT15ReSWVHOwuJrFW/IAyMvL4+OPP+bNN98MlnBv1qwZTqcTj8dz2tfYsGEDBoOBl19++XfPZ+DAgRiNRj777LPgMl9JDu8/+xCHDubStlEMYy/pS5lTJX34XZRUezEJFb/bgd1iYcGmPC675noURWH58uVERkbSqX1bdqxfxoeffc2MuQtQNB9XdW/KF5/P4Omnn2bChAk0b948+HqKotCjRw9effVVDhw4wCWXXMJzzz3H8OHDadmyJY8++iibNm0KzlwsSf9tZFAiSdLfYvny5XTv3p2DpS4CYUmEGGHPjq0oQH6Fkz0FlaiaxuWXX07Tpk25/vrrg/s2b94cVVVp2bIlXq/3pMffuXNncIbgr776Krg8t8TBgqyD/PRrHoUVzmP2adu2LR9++CGqqjJmzBi6du1Kw/TOXHfVJXTr0BpFUYgNtxISnQxoOBwOAEJDbQQ0jYVrfqVDhw707NmTrv2HYOhwDa2GjCO5VSc85igm3ncbwwb15rrrrsNoNAaLuh3P6/UybNgwXnzxRe666y6qqqr47LPP8Pv9XHnllaSmpvLwww+zfv16GaBI/1VkUCJJ0t/i66+/ZsiQIewrrMJmVmiRloYQgu3bfsWvqigIpn4ylfXr1/P1118fs++R2YTLyspIS0s7aWDy2muvkZCQwMMPP0x2djZut5utuaXMWrGXnYfK+XV/GdOX7SG3+LduoObNm7N8+XJiYmKYM2cOs2fP5uabrsdw1CR7qgZ+jxNVA1dtGftAQEURsDtrLUMvv4ZpS3YT0mkkhrA4/IEACCPm0EgyLr2DjZs2MXjwYJo0acKmTZtOOO81a9YQHx/PqlWrWLlyJa+//jpCCDp16sTzzz/P3r17+eKLL1AUhZEjR9KkSRMeeOAB1qxZIwMU6T+eDEokSfrLORwOvv32W0aOHEl4iInYMBt+VaNlehtq3F4Ki8toEWvglltuxmq1kpGRccz+iqKgKAozZ84MBiZOl5ttB8vYlFOCw+3lxx9/5IILLqBnz55YrVamTHmfZdvziQq1EB1qJSbcis1sYOXOQrxeLwMHDmTGjBmAniBbUlLC5ZdfTudmcTjcPqpdXpweP4WVTg5vXICBAIolBFNIKE5vgMYxNor37yCkeW8cHh8BxYhQFDz+AF6fDzWgYgiJILxBSx5//HEapbVnXyWs3FVAabULgHvuuYfu3bvTrVs3ioqK6N69+wnXTghBhw4dgsOJ58yZg9Vq5brrrqNhw4bcd999ZGZmoqrqn38jJek8k0GJJEl/uW+++YZevXoRHx9Pq/rR1Iu0kRRlJy4qnAbJyWz9ZTbXXNiVlJSU4Bw2x7NYLJSVlbF7926q3QEuvOdNXpizidd/+JWHP11NRcDC3XffDUCXLl2YNn06Tm8As/G3jz2LycD27P3ExcWxadMm1q5dS1paGnv27CE8PJykpCRGDR/Mlh+nsmf7ZhxVFQzISKY4ayG9w/M5uH4+4WoV4wa2ROz+kYQmLREGoz7/jSIAAZoGaGi17yG2WQeyKsMwtLsSW9vhvP79Fh6cupKMnoN5++23+eSTT5g/f/7vjiwCPUBp27Yt//73v9mxYwfz5s0jPDycm2++mZSUFMaMGcM333wjAxTpP4YMSiRJ+stNmzaNsWPHAhBmMzGmT3P6ZyTRvUU9+jQ0krN0Fi6XiyVLlmCPTWbad0vJ2l9KjdsXPIbNZmP/fj2geGDyFyj2KHJ2biUm1MzhghLSL72DCnM99hdVc9tt/2Dzpo3Ujw6h3KEnx2qaxoKfV/DRa8/Qs2dPioqK6NSpE+np6Qgh8Pl8REVFERoaSubi7/nkhYd4cGR/uqTWw1FdxcLvZrN34ce8c9fFeA6s5+MP3qdl8+Yc6UFJjLDVvg6AgsFkRDFAdMN0svaXYjBa8LscOJ1udu87QEzHS8k5cCB4Xc6WEIKMjAwmTZrEO++8g9frZcaMGdx///3Ur1+fO+64g5UrV57zPZOkv4IMSiRJ+kvl5eWxYcMGLrnkkuCy8BAzbZLtfPHao9x13Qhuvvlm4hqlMWlmJh2vfYJvsoqZszqbT5bsorTaDUBoaGiwBsn+Mg/pqY3x+bysW7+RKpcbe0wy6/cW82VmNkmte6FpGoH8rYTazOTkl/L+59+SfTCfG2++hU9nfR0c2WMwGGjVqhWTJk1i+/bt7K+x0vEfb9Hjzilc8u85tBoyDpvNFiyalpSUxKhRo/D5fGzK/JmIEBPFVW5aJEdB4EgQpeH3evC6XAjA6Q1gtZjQNI3qyjLCIyJp0jwNYQn/Q9d269attG3bln79+tGqVStyc3PZt28fv/zyC2FhYfTr1w+32/2HXkOS/kwyKJEk6S/12Wef0atXL9577z2uvPJK0tLSMBqNREREMPPzWdz8yAs0GDiOjKseIq8KjPhxVVdRXO2hxu1jzZ4iDh8+TH5+Pj///DMAUXYLqjDQuXMXNIMJf0DDajFRL9JGXISV9dklJDZoxF23jaNo7RymvfMaqt/H/106mOiUNKYv20OZQ/+yLi0tpaKigokTJ/Loky/ScOANlFc5MQiNGqeLpM7DmLtSn0+nbdu2rFmzBq/XS0FBAc4aB5lfvklaciSKAs7yIlSvC0X1YTEaCDcG0DQNm8WAhl5zJDY2jojwcMwmI3bLuZWOys3NpXfv3rRp0wZFUdi6dStLliyhfv36ALRo0YKmTZtyySWXYLXqReFkUqxUF8mgRJKkv4ymaTz//PN89913PP7442zfvp3WrVvTtGlTAHpdeRs73XHsOFSGOSScgDBiDovG7fXiC6gEAhr7DpfQrFkzDAYDe/fuZdmyZQxKj6PG6eJwSSX2yDgUg5H0RnEYFAWDolBZVUVppYPIyEgmPvUsbbr345YxI0iMiyI23EZA1di8vwyn08myZcs4dOgQq1atIqXbUMwWK6rfi8PhQFX9GE0mvt+QC8DS5Sswxjbii5XZrNhdylvvf8LUD96lHiVsmvseNQV7GTWgNUO6NOfyHi0Y1KUVHkcFUTYTGmCwhKAKAwaDQq+W9YioLUd/psrKyrjkkkto1KgRBQUFLF++nE2bNtGqVasTtv3oo4+48cYbcTgcJCUlMWjQID744APGjRt3ymHVkvRXkxVdJUn6y2zcuJGIiAiKi4sxGAzB5W6fjwse/BRrZBxCCIoq3SgGA0ITqEYzii2c/JJKzIrK/E9ewuVy8Y9//IMPPviAvn37IhSFpv1GEZ/eE6PZiqZpOKvK2bK7hoDfQ+bKFTRLSWRL1iaSm6ahBgIoR1VHNRsVqlxexowZQ2hoKG3atOGKK67gyWk/gYDQsFAc1Q6sFhsaUFFRjtlsZtmuUrbnlRNuNXG4rAYRmUavAYO56KKLKCuv4OZnP0VDBEvWV7v9VORspoHaifotmzH1y7UM6DCUPumJdG9e74yvo9vt5tZbb+Wzzz4jPj6eb775huHDh59y+x07drB//37S09Pp2bMn+fn5NGnShI8//pjMzExuu+02OnXqdPY3VJLOM/E7TXiyfU+SpPPm3nvvJRAIMHny5GOWT5ixhrXZRWjab4GCpmmoagAFUH0eVDWAu7qUwz+9z8E921iVmUmvXr2Ii4sjtmlbRt//LAmRNvwBlU/nr0WYLPhqqgBByd4NDL3satyaierC/WzelMVtt9xAmM2MqmoUVDhpEwfD+nRkzpw59OvXj9jYWLr1vYCwvrejCYHH5cRoMWNUjCRUZrFo9lTuemUW8RG2YPn34io3aQl2LunegujoaJZu3MW8jbm1ya4adquJB0f2x1lZitlsxu1206FDB1q0aEGHDh3o3bs3HTt2DOa3HE9VVR588EHeeOMNbDYbL730EuPGjfvd6/7ggw+iKAqLFy+mqqqKPXv20KhRIzp16kSnTp3o1asX3bp1OyZQlKQ/0SnnS5AtJZIk/SUOHDhAt27dgoHJM888Q0REBACb9pei9yYf+3eQIgRmo5GoqFCM+Mn2uOk09imSDuZwSIvG7/ezaNEiLr71cfbv2UlSlw6UOzxoPjehNjN9+nfG63bxsz2cSq/AbhW4TBGE1Evhk0+mERIVh8froWj7anLW/khKSgqXXnopAIMGDWLBgvkkVSukDrgWxWTB53YTTyEbFn5Bg0ZNEUIcMx+NySBQFSP9+vWjpKSEtPpRxEfYyC1xYDYqvP3ik3hrKvn8y9m88e6HrNuwnviERDZu3Mi8efOorq5GVVWsVisxMTGkpKTQsmVLOnfuTH5+Pi+//DKapjFx4kQefvhhFOX3e+B9Ph/Tpk3j22+/5a233sJmszF27Fguu+wydu3axfbt23nyySf56quvGDJkyHm735J0LmRQIknSn27Lli30798fn8+HEIIVK1aQkZHBG2+8wWWXXYZBAV/g+IAEAqoGnioOFpZiCK+HNSIGh9uNJSSUWcv2kNzhAg54wmjX72LW78ihXZt0HG4/fp8Xq8VCTJiVNbkFIAQGofHr5iwcDgeWiFjcphAsZhOxURG0bTGK7wv3MvjC/mQXVOH2+WnbqRvbKkykDbkFDRVVBYPRzOoF89m7eTP9+sdgMxupdvkIs5kIqCpOr5/UxAh69uzJW2+9BUBMmJWYMCtZWVm88+Zknn37U1ZXxWPrdh3dO19LQmIMjwxoRe9WiQAcPnyYJUuWsGbNGrZu3crSpUv55JNPEEJw55138tJLL52yJeVkfvzxR5o1a0ZFRQWJiYns2bOH559/noSEBAAKCwuZO3cuffr0weVysW/fPtLT08/TnZeksyO7byRJ+lMVFBSQmJjItddey5QpU2jYsCFFRUU888wzTJ06Va/GWq89amL7Y1odNE3DVV6IUL3Y7OFgjUAN+FF9bswmE0aTkaqyEi4f2AUFmP3TGkIsJrp3SGfxqs20aZpEt9bNmL9qG/lVXmqKc7FazKSnZ7DjQBGxNpVL+3UGoKLGw7tvvErPXr1IzegAwO5de9nnUFAMptq2Zg2hGLCZFGxbZ7Bu9SqWr9vCd+v3U+3yIQR0bhpHz7REVq5YQb9+/YKzBauqSmJiIs0z2tN17ONsyy3HrwZA0zAajcSFW3hmdFfqx4SdcP169uzJunXrWLt2Le3atTvr63/ZZZdx6aWXcvDgQZ566ilSUlLIzs4Orn/zzTdZvXo106dP5/vvv+ebb77hww8/POvXkaSzcMruGzn6RpKkP42maYwePRrQk1ytVivLli0D4LHHHqNBgwZ06NCBjjEeqrLXoamqXk/E52Xv4mnYfOVUFuSiCb1rR9NUVFVFMYAvAAaTmdgwK9FhVnqmJVNaXAiuKop2riExPoaC8hpy9u5GDfixR8TQvkMnAsIIAponRwfPMyLEjD2xOabQGBIiQ0iIDCE0IgLFYKp9XS1YFM3tU+l/0WXk5uaSGBXCTQPTuL5/C267MJ3erZJQhKB79+6oqsqBAwcAuOWWW6iqquK5yVPYfbgCFRBCQSgKqgal1V7W7Sk+4fpdcMEFZGZmsnjx4nMKSHbv3s3SpUu56qqrWLVqFX6/n9tvv/2YbWbOnMmoUaNYvHgxWVlZfPDBB8esP3jw4AnLJOnPIrtvJEn608yaNYvy8nIAtm3bBug1M0BvPVi8eDGKorBw4UIAomPjMMQ2Ja5BM0ICVZSUlBIa3wCfz4/RpGI0mjGbFJzV1RitofhryoOv1apFM9Zs3MIHzz7AoT2buXbqS1w2+mZEbBMaNWtOfqXCr9mHSI62U7htJfV63hzc1+nxo6GREBsZXJYQE87WAheKYkBVA6CBpqqomkrvbh3x+Xxs27aN9PT04OiaI4xGIyEhISxYsIDExEQ+/PBDQkNDuekfd9Gg/w0IgwH9gKCh4ferLF66glZRvuD1ueCCC1i8eDHh4eH06dPnrK+9w+Hgiiuu4Pnnn8dut7NgwQKEEMHS+wD79+8nKyuLZs2asWbNGjIyMo5prQKYM2cOd9111xkl1ErSHyWDEkmS/jQ//PADt912G8899xw5OTmsWLGCXr16YbVag5VFjwQkBrOVBhfcSmRiYwJ+P5HRURQeykMLBLBbTQSEhsfjxBYSisVmw1FehCk0jqnz1nBht1aEh1i56MKBLPv4CTRVZXCfrhhT+3HD1SOIj47A4/Ey4+vvWLI4k5I961nTvj0dOurDYAOBAEU7VmO5ZHDw3KMjQvG7czCHhCEQCINAVTUq8naT0eIKAMaOHUunTp0IBAKoqhr8FwgEEELw6aefsnr1arp06UL//v2pMMSSo4jafnEBQv9/qqbyw5fTefvh6xBCYDLp1V4bNGhA69atz/h6a5qG3+/HaDQybtw4unTpwrBhw3jwwQcB6NGjxzH5KK+++ipOp5MWLVqgKMpJ65WMHz+eG2+88YzPQZL+CNl9I0nSn0LTNH755RcGDBjAsGHDAJgyZQoAzZs3Jz09HY/Hw8GDB2ndujW9LrueuJQWOCuKcFeX4Sgrwh6bSL0wheG929CjVQM8lUU4K4pw1tQQEpuMJTQCERLJoi2HyNy0g36pEZgN+l/6uXmH+b/R1xEXpZdut1jMRIWFEN+8A4898yrfv/8se1f/SK+0BLrUC1Cw5Reiw2wUVjgpqHBS6fSz7etX8RTnEAj4CPh8lO/LYuO0x4MT3O3cuZNFixbxyy+/sHz5cjIzM1m7di0bN24kMjKSFStW0K1bN9asWcNzzz3HPbffRGJ0KIoiELUtJYoQJMeE8fMPXxEIBLjmmmvw+/0sXryYw4cPc+utt57xNX/kkUe4/fbbmTx5Mrt376ZPnz60bt0ah8MBwIQJE47Zvm/fvlx77bWA3rpTWlp6wjEVRcFut/Pmm2/y5Zdfysn9pD+VbCmRJOlPsWfPHhRFoWnTptx11128+eabLF68GID09HQ2bNiA2Wymfv36PPXUUzz03jy61U/CLLwUFRbh83owWHyoRjs2i4kIm7e2NLvAGh6DQA98hBAIBAdKnXRrl0ab1q258cYbueeee4gIMVHj8RNqNeFweSn0mGnUPB1rUgtGP/ACM199jFBfKR06dEBRfYzt15ycompcHj/eykIe3LuB8kapxDTOICo6koYtm3LbtFl0bKHnwmzcuDHY3XI8p9OJ3W5n165drF+/nk6dOtE4PpwuzeLJ3F1AcXk1Ab+f2JhI+qYn0TAulC+//JLPP/+cTz/9lNLSUoQQXHzxxae8xqqqkpSUxKZNm4iOjuaNN94AwG63s2jRIi666CLmz5/P999/T2hoKIMHDz5m/yuuuIJu3bqRkZHB1KlTKSwsJD4+/qT38s477wTgX//6F88888w5PBGS9PtkS4kkSX+Kn3/+mQEDBiCEIDU1FZPJRH5+Pl6vl+7du3P48GF2HCpnxvI9VEemYRAaRcUltGzZkujoaCwWKwGvG391CQUVTr5bvhmjotCoYYr+AkKgDxDUQAis9gjiE5LJysrirrvuokGDBsx571m8fpXCCieL1mxF0zQu6JpOXISNDq3TuO6Bp3n1tdeCeRdmo4EWSZG0axzLnbfeSNueFzLqH//k+msuZ/jgAXTv3J6asMb4AnowdKqABPScEACPx0OXLl3o2LEje3fvZEzf5ozu3ZwYUUX5nnWMH5LOqN6p7Nyxg9GjR3P33XczevRo3n//fVq2bHnaWiSKolBYWEhSUhKKotC8eXMApk6dymeffcaFF15Ily5d+Oijj4L1V44oLi5m/vz5JCUlMWLECIqKiggPP/mEgM2aNWPx4sV07dqVH3744cwfAkk6SzIokSTpT3EkKDmiZ8+e2OMa8NwHXxPdoAXGmIZ8sWwnlTVeqlxe0tp1obwon9IqN35hxhgSQeG2lWR9/RrevC2UHNzNJb0ysJiO/tgSerKopuHze7n0pvt4Y95WPvllF0+/NoVf5n2NIXcVwzo2ZP/2jSTbVUIsJkAvLV+/YROmfjqDLVu2HJNrsXXrVtatW8e4ux8mxGwIJn9aTAb8AZUFv6wgPDwcl9fP4s15wdfck18JwOTJk1m9ejWpqan06dOHjRs34vf7ad26NRcN6kfzCB+DG8HO796kZ8skvG4n3bt3p3v37rz66qsAZGZmcuWVV/7udT7S5WI2m/F4PPTu3ZumTZvy4Ycf8uyzz5Kdnc2hQ4eOad344YcfaNu2LTfccAOPPvoo11xzDRMmTKBhw4YnfQ0hBAMHDmT16tVs3rz592++JJ0jGZRIknTeqarKjz/+SNeuXQGodnmpf9F4utz8EivzDXy6qYq0S+9k7ZrV2K1GQq0mBvbqTMWhPdTz7Kdgy8/sW/A+TQwFeNxunpv4MC2aNiahXj1S4sJQtEDtMF0NoShomobHUYnPVg+71Yjb6+fLzD1EJjbmrvG3MfbyCynavYFOXXoEz9Hh9hFttzDq/67k9ttvp7S0lHHjxvHwww/Tt29fGjVqRMfWzfH4Ake9L31ocNaGtSQnJ/PDhgNs2l8SfM05a3JYlbWT++67j4kTJ9KgQQMqKipo164dmzdvZuXKlZSXl5Oamsorr7yC1+tFVVU6depEaGgov/zyCwA5OTlUVlYyfvz4373W0dHRzJ8/HyCYVHz//ffzwAMPkJiYGBx6fSTgeP755xk/fjwzZ85k8+bNLFq0iKSkpGD3zJk4cu0l6XyTQYkkSefdihUrcDgcXH/99fgDKs98vZESfwhCKKiKmYAwYo9OoEqEk1tcDYDVYiYpKZkXHriJhoYSLJ4Sxl57LWVlZUTbTYwYMoCCChfRditGzYXq86BoGgGvB8XrwGKxUFjpQggorqimoMrLlfe9wIyvv2fjxo3EG2uIj7JTWOGisNJFQNUY0iEFIQS7du3CaDTy888/8+KLL+L3+9m/fz9vPvMoYVYThZVOSqvdFFa6iNAq+HnBD9RvnMr+Ygf1ImyYDAp2qwmzSeHWh/5Neno6jz/+OFFRUVRWVgavS/fu3dmxYweLFi2isrKSQCBAq1atyM3NZePGjRgMBoorXbzwxvvExcUTGxt7Rtd78ODBPP7443z//ffk5+ezfft27rnnHgC+++47brrppuC2CxYsCE5kGB8fz6pVq5g9e/YJQ4FP58033wx2HUnS+SSDEkmSzrunn36aRx55hLVr1/LES2+TXVCFgqangaChITAYjBhMFtZtz8bl9VNc5WZY7/aAPhJkxIgRwa6CWbNmcWmXRvRKS8BuNdHMWkPOitlUFR0gHAeDOqdhVjRc3gA7DpazYuMuLNYQwmKSOGRI5s4HHiV79w6u7ZvK1T2bckXXxtx8QSsSo0JYtWoVP/30EwsWLGDfvn306tWLNm3a8P333/PV55/x0j1Xk2ioZvn3n/PqP6/l1hED8Hg8HM7PP6Es5dKlS3E4nCxduhSA2NhYqqur0TSNLQdK+fCnnbyzYBu2+unszd7H22+/za5du/j222+JiI7ljR+38q8Za9ippNLxxmfYk19xxtd8woQJVFVVceWVV/LKK69gsVj48ccfcblcPPTQQ8HtHA7HMbkjBoPhrMrWBwIBUlJSGDRoEGFhJ1aglaQ/QpaZlyTpvFqzZg1XXXUVe/fu5eWXX+bVaXPpc8NEHG6fPveNYkAAZrMJxVNJZbWTAd3b0TBc8Mw913LpsCG8//77VFdXB49pMBhISEjA5XLhdDpxu93ENOvAJTfcx4CendE0jXkrNnO4tJoGKfXZs20LqS1b0TUtBQ2NRjE2rujZknnz5p0wAiU5OZnmzZsHu04eeughPvnkEwoKCjh0OJ8unTtRWFxCs/a96Df4Um4YOYLygzu4eOgQPl68lRKHj5gwC9t272PZpt20ad6I7u1aMjAjifcnv8CUKVNYvG4H8zYcICrUgiIEpQ4PXZrF0T8jGSEEhw4dYnWum2/XHSAixEjmypU0T29DfHQEz1/bDbPxzGbv3bdvH1OnTmXSpEkIIejRowder5f169cHt0lLS2P27Nm0atXqrO/tunXr6NKlC263G4vFctb7S1ItWWZekqS/xr///W8efvhhzGYz//rXv2gYY6Pg0EE8rhpMZjNCKCD07o6h3dOpOLiD6LItTBg3nHvvuoMrr7ySiIgIli5dSpcuXRg8eDCpqal4PB7uuvcBnn17Gl8tWoUx4KaiogKvXy9UVj86BI+zioMH8wix22mfmkyk3YzJoOBVFTp06MCkSZOOOdenn36aoqIivv766+CyYcOGEbDX476PV/Kv2TsYdM9btLxoHOMeeYX0bgNZtruUCnsTrLYQDq79gab1wjhUUs3KLfuIshno2a4Fbo+f2atziIxLxO12syG7iEi7BZvZiMVkoF6ElaycUvwBFSEELpeLDfuKsZoNlJaUoCiCxNhIyms85JY4gufmcDiYPHlysPDc8Zo0acITTzyBEAKv18vatWv517/+dcw2DofjnFs4WrbUAzsZkEh/FhmUSJJ03syZM4cffviBH+bNY/aqbG55dykZ1zxGTekh/K5q7GYjCiqqz0mbhjHUeCHZ4uLlZ5/A4XAwYsQIXn/9dW655Rb69OmD3W7H6XRy77334jPYiOowDF90KvtqrFx8y6OsWfAlVTUecgvLWbJ6A0a/E1Q/Xq+XMKsRVYNql49WDaKYMGECa9asweVyAVBVVcUTTzzBo48+SlRUFAUVTr7IzGZZUQhtRj6mzxbsDVDmM5PQpj8hZoXwEBMJkTbySh30HzaCqR9OYXiXxsz/6DncpbmMvPQCFEUhtHbWYGNEIh6Ph4BaO4K5lkCgahpqbUu1y+Ui3GbCr6oUFhZgt4cSUDWMioLZ+NvH9C233MKLL75Iv379OHTo0GnvxWuvvYbZbGbEiBHHLK+uriY0NPSYZXPnzuWVV145ZbBzRFhYGEOGDPnd50CSzpUsniZJ0nnz5JNPEhMTw/ZKK299v4GwUDu+AMQ264jqc7N73WKq9qzB46wiXYxi6MBeXPn0gzRp8i7R0dF8/vnnzJo1i6ysLCpqPFjDoykpq6DXRVcQN2s5hQUFJCcmUunyktqiJaFxDZg4tj+2es1I6XwRN466moPFVSzZnMPnS7fhLj2IUridjx9ZRf7hw2iaht1up169eoA+cmXSpElUubx8sTIbIaCg3InBaMbprKGmyoNQTCiWEL5ddwAUhYQIK+kp0Vx3483835BpvPjii2zO2sQdz9xx7CzHQGRkBF6vl3aNYli8JQ9ThIIQguJKFxkNozEbDcGWkqEdGvPq97/iDgjqxSZQ7vDQqn40ydF6AJGZmUlmZia7d+/mtddeo1u3bmzatOmUybDvvvsuF1100THLNE3D4XCcEJTcdddd5ObmUlxczLPPPnvMusWLF5OcnBwsRS9JfyaZUyJJ0nmxefNm2rVrR9euXUm85F+UVTkwma0oRjMAQhGY8fLrgs+I8BZReCiX4oK8YNnyq6++msWLFxOX1JCwtsPI6DaA/MISPG4Hg7u3Zf7KLCxmI2HRCXh9PmpqHDgrSihf/TnxHYfg8frp238Qm3PL0TS1dlZfjdJ9WxBb5+B01pCbm8uSJUuYPn06U6ZMYejQocyePZusnBIWbTlEQqSNlTvz2Xu4DC0QwO9xYgmNOqaZQwiNehEhvHRdD5okx1FTU8Njj08kucdVuH0BIu1mHG4/ZRUVvHHfSEoK8rjl1lsZe88k1mcXEVA10utH0zcjCatJTzL95Zdf6N27N3N/Xstjb3/BRZdcToem8VzcsSFhNv36DRs2jMGDB3PXXXcBcO+991JeXs4nn3zC/v37uf/+++nWrRsPPPAAhw8fJjk5ma1bt5Kenh48d5fLRVRU1AktIpqmsXLlSlq0aEFcXNwx64QQdOrUifDwcH766afz/dhI/5tkTokkSX+up556iuuuu461a9cijGbiYmIQRhMatTUtNPCqCo17Xs41D77C2Env8/OvB+natSsWi4U9e/bgcrkY8/h72OIbcigvD81oxhgSxeYDZRhNZlRLJKWlJVSUFILqJySqHm0u+wetO/XEHJnI5tyy2voZQi8/LxRimrTl/tdnkJ2dTVxcHJ07d+b111/nxhtvZMWKFQCoGhyZJq9BTChCCAxGIxHRscf2uwCaJjhUUsW099/C6XQCEB5q56oeTUmJDaWixktp/gFeumcUDZPr8fnnn/P+lCnkbV7KHUNac/ew1gxu3wCrSU9eVRQl2KU0d/q7lK/+nBev68nIXqnBgAT0eWpeffVVtm/fDui5O7/88gujRo2iU6dOlJeXB9dNmDCBevXqHROQALzwwgu0bds2+HteXh533303nTt3Jioq6oSABGDjxo1ce+21tG7dml9//VXWJ5H+VDIokSTpD9u6dSvLli3jrbfeIiUlhZqCfXj8Kopi0NtbhUBV/aiaXnnUInx8/fmnvPDBlxQ7NR577DFsNhsBDGzOzqdZSjJ+xUzA70cN+Cmv8aAaLAgBRksIRqsde1gkQlGoUc24fRohkbFo6olfmIqiMOuXLDDZiIqKCi5/6KGHKCoq4tChQzSpF4ZBUXC4fdSPsWPyOVBVDZ//6CJhtSXtaz3wwAP069ePyZMn89BDD/Hph+9yRbcmuH79gX/fNoKLL7+KNz77np6DhnH7+PGMGTOG3AP7MRzXBSKEOGbG5OO7XI548MEHeeKJJ+jfvz/Lli0jNDSUN998k5kzZ/L0008zfvx4qqqqAJg9e3Zwor0jXnzxRWbOnMm3334bXPbvf/+bpUuXsnnzZhISEk76uu3bt+euu+5i1apV9O3bl/T0dLZu3XrSbSXpj5JBiSRJf4gvoPL45E8ZeteLfLwshzsef4kVnz5DlN2MqgZACBRFQQ2ogILZoBIXG0tSYgI5e/dw1Q3jmfLZ1zz56hTadOhMYUE+mtGK1WZF0zQUgwG/zwdaAKEI/F43BpMFl8eHMJjwBAzkl5Ti87hq458TW4YLDx2mUecLMcc1psbjAyAlJYXY2FhefPFFIu0WrujWGIvRQFGVm2Srmz3fvMjgJgBasNVF/ydwHN4L6KX077zzTl566SXuu+8+OnTowMQnn+KWpz6g/ZBrydxVyIzle7lm/KNkZGTQtWtX/H7/Med2pKXE6XRy+PBh7r777lNe67Fjx/LWW28FC6NdcsklgF4fJTw8nKqqKpYvX05VVdUJMwJPmjQpWLckPT2dRx55hOTkZKKiorjxxhuJiYk57X0uKipi3bp13HHHHYwaNQqPx3Pa7SXpXMigRJKkP+SLxRvIdRjo2qEtNrOBQFRTIus1IPPdeyjetRaToqCqKorRhFAU3KqFA8VVREdH06lLN1ZuP8jQmx9lY74fe9oFVJccJi+/EIFAQ0MxmtECfkyWEEDBaA0BofBby4WGV1UwmCygqVCbowJHApQA9tj6NO47krCuo7nv40w27y8B4KKLLgoOB24YF8YNA1pw3yVtsBRt5uC21Uy47Rqyf5lxzPu1GWDtJ4/St29fCiqcHCqr4e577uGBBx5g06ZNvPvZXJq0yCAhMoT4CBvxEVZW7y5k/uIleDye4ER9RyiKgtvt5t1338Vms9G6devTXu/OnTtTUlIS/N3tdvPBBx8QFhZGVVUVEydOJD09/YTJ9ex2O+Xl5QwYMIBRo0aRlZVFTk4Ov/zyC++9997v3ueioiISEhL4xz/+QdOmTXn88cd/dx9JOlsyKJEk6ZwFVI0vFq6iXVpT7CE2zEYDFUWHsddPJz83h+yfp+P16S0TaHpNDmEwkrnjMLmF5RSWVBJitdKtXSsKK5wosY2pl9oef0DF5XRhUP0I/CgmCyoCNVDbyiAEitEIGihGMwaDEVXVUAJefD4PqhpAVQOEmAV+r1d/eZ8b/G6Kq1zMXL6XKqeXhx56iIMHD1JZWYnb7eb+++8nMiKCd995h1atWuF0OslZOotLow9x/yWteePGHsybdDkGo5FxT05h+rI9fL5iLx/9tIt7HngEgNDYJCym34qdGRQFRYAfI0uXLmXZsmU8+eSTwfVCCGpqapg5cyadO3f+3WseFRVFeXl58HeLxUJISAjh4eFUVlayYsUK7rvvvuB6TdOYM2cOLpeLnj174vV6efTRRxkzZkwwl0XTNB566CF27twZzLM5msOh10qx2+0IIXjvvfeYNm0ay5cvP5PHRJLOmAxKJEk6Z9l793Iw7yCdOnUCoNrp4Zd1W2nSvjczfsoiLKEJovZLGU0j4PeioeELaEQlNaXaL6hx+yiscrM3vwK/14XFaKBhYgw+dzXOwj24HA79g0rTJ8YLds8ENNSADzR9kjyDyUxkVARmVyGFvy5j15fPoh7eSsDrAdWH2+1G01QURaGkdh6bjIwMwsLC6NKlC6GhoXz44Yfcfvvt5JdUMG/JanZl5wBwxx23cstlfdi2dgk+n49h195FYYWLehE24iNsuLx+lu4sxmKxkL9vO05vIJiL4vUHEAiiwyy0a9eON954g0mTJvH666/TokULampquPPOO9mwYcMp80mOFhYWhsvlwnck2KsVHh7O7t27EUJw3XXXAfDTTz/RtWtXJk2axMyZM3n55ZcpKCigvLyc/Px8EhMTAX3k1AsvvMB9991H7969j6mmC3orSXx8fPD3+Ph4Jk+ezHXXXRcMWCTpfJBBiSRJ5+y5556lR6sGVHlUHG4f3y3PwhQaTc8O6WQXOUnqoJd0V1V9Nl+h1LYgCIFX1Yitl4Q5rjHbcorwuN0IIaisrMBmNiKEQlVFFXaTwGg0oPp9qD4vJkVBCFABxWgKjo7RgIrKGsLjGuKqKCRv+xrWLZ6DFvATFRmJxWJB00BTNcxGAyEWvUxTcnIyeXl5vP/++1RUVDBk7N1MXZbNrJV7uf/teTTpNJD09HQOHDjAFVdcAcCFV4wh0v7byJhIu5m80hri4hPYu3E5TeuFUVjporDCRUWNlwvaJmMz6693++230759e+655x7i4uLYt28fM2fOJC4ujkceeYTWrVufdOjtypUr+fTTT/nggw8wmUxUVFQcsz48PBxN0+jfv3+wnsjw4cO57bbb2LhxIxdffDGjR48mEAjw9ddfU1RUxNq1a9m/fz9t27Zl6tSpDBs2jKuuuuqEOibHByVvvfUWt9xyC40aNQqOQJKk80EGJZIknZPPP/+cefPmMXH8aLo1r8e27ENUVjto1iABDUFAVbGGR2E1GVDEkQG3AhC4q8qCeSaK0cTh8hp8ARVrSCgGo4k9+ZVYwqKJbdQKd3VF7SvqOSZ+DTQN1IAPBdBUFTQVTVXx+zwUlpbhLi/i6Y++456n3sRgNFBR7UKx2BBGCwjomhpHYlQIoOdkjB49mhtuuIHcEgfr9hRhMxnIK62h1KWSfvFtPPXRd9hDw7jwwgsxm82sXv4Tbl8geC08fhW71Uijhg3YsjmLK7o1YVSvVC7t3JCbB6WRkfJbEqnD4WDr1q08+OCDrFixgsaNG3P11VdTWFhIVlYW4eHhXHDBBdSvX58PP/wQ0LtXLr74Yn788UfWrFnDP/7xjxNyRo4EEkcnuLZv356UlJRgkHKkRWvcuHFcc801ZGZmBmcIHjt2LOPHj+eLL744abJwcXExbrebAwcOMHHiRNauXcvPP/98TLAiSX+UDEokSTpr999/P6NHj+bdd98lLjaGBZ+9xXefvoHJFsbhapVVu/JZuGEfppAIWtazUS8yBIMCAZ+XgNcNXie2sGjKSorA70EN+NCAAAqKyYqmgaIFiI6Jx6sZqBdhwWA0YTCa9WDEXY3VbCYQONKlA5rPg9UWgur3Ed4gjTKfCbvNTLP68fi9brxeH9WFuVzTJZFRfZqj1H7xlpSU0L69PjvxwRIHQoHd+ZWUlJTidVaRGB/Lsl8PYIpuwIwZM3j11VeZ88FLlJRWUFzporTaTUWNhz6tEmnTpg05OTkoQpAcY6d5UiThIeZjrt3VV19NRETECZVTAdq0acPKlSs5fPgwXbt25bbbbiMiIoI777wTq9XKjBkz+OCDD4KzAB9NURQGDBjAli1bgsu6d+/OqlWrgr/v3bs3+P/btWvHK6+8wnPPPRcsxHYqaWlpuN1uJk+ezFNPPcX48eNJTU09w6dFks6cDEokSTorzz//PLNmzSIlJYXLL78cs9nMSy+/SrehY7CFReD3+/C4XQijCaPZytrt++iTnsg1vZpjrsmjpiSPiPgEbDYboGG2hWMw21CMZoRB744xBDz4KguJi7ajBvys+WIyOQunsOPHD8jfuoLLerWkU/MEbBYTmhZADfhRtQDOmmrCIyKIadaejVu2seNgOYfyC/BXFZIcG47iqeC64YN44/XXgu+npqaGXr16ARBhN+PyBPD6Axw6eICIiAiEopC7bw9Ne17KF+sLCG01kGbN0/jipfvp2DSO1inRjOqVSnqDaHr27ElxcfEpr93ChQuZP38+M2fOPG3J9oSEBGbPnk11dTXXXXcdU6ZMwWw2n3L7I1544QX+/e9/U1NTA4DNZjtmpE6TJk0AGDVqFPPnz+fee+9l+/btOJ1OWrRoQWVl5UmPW1FRQWlpKf379yc3N5fu3bv/7rlI0rmQQYkkSWfspptuYuLEiaxevZqcnBwOHDhAeHg4bbv0JDI+gRCLGUURGMzWYBeAKSyWL5f+SmG5i7KcbeQunUFsRDhOjxebPYIA6MN4a5NQEQqK2YJmCWXX/nysETFUewK0bNeVi4ZfjTU0kuycgzRLiODSrk1xlRWCMGCw2LHYw8Fow2wPR4luRE5hBeWlZcQnJBAZHsqIK6/klvse4YEHHqB9+/asW7cOTdOClU9TEyOJC7dS4/Ti9gVIqN+ImDALRZVu4hqkYjYq1Hj8DL99IgfzC9m06AsGtqlPcowdgEGDBuF2u/HWjvg5YurUqaSmpjJ48GAiIiIYOHDgGV1vq9XK5MmT2bhxIzU1NeTl5Z12+44dO9K7d29ee+01XC4X7733Hrfeemtw/eLFi/nuu+/Iy8sLjpyJi4vjxhtvJCws7IQuoSMaNmzIQw89xAsvvIDH45GzBEt/GhmUSJJ0xnJycvB4PFx//fWAXoBs+fLlbNm0jorSUowGgRYIgKahBgJoqopV8eNyOVn89SdsXTidgl3rGdoESrOzsJkEaiAAAjQ1AAF9RIkmjKjCgNFkpklyHCndhtN38KV069qZmJhoVu/MZfu+PHbvywU0FFR8NVUE/HorB6qKwWDA4w1gjogjJi6B+rXl468dM5rdu3dTVFREly5dgN/yMKwmA9f1b0HNwS0YFEFq/ThCzAYCipnOLepjNhoItZqIiQzn6pvv58EHH6SsrCx4feLj4zEYDKxYsYKSkhJuuOEG7HY748aNIzU1lVdffTXYinE2MjIyuPvuu7npppt+t8z7U089xauvvsrLL79Mly5daNWqVXBd48aNGTp0KPv27WPUqFHB5U6nk5qaGjp37szatWtPetx//etfLFmyhK1bt2K1Ws/6PUjSmZBBiSRJZywtLY277rqLpUuXct1116FpGokpTbjpxhtZv/hrSkrLESYLIEAoBHwemiQnUC82lu3bt+NyuRBCMOqyiyjasYqyisra0TMKmqri83pA0/D7/JgV6NyyPmEWBU3z4/UHsJgMDO7eFld1Jd/OncN3c75GDfiJjgzHYDQER+IoRjME/ICG0RpC/WgbNrMBs0EhNSGCxo0bo6oqrVq14qOPPuLZZ59lypQpANjMRhZ98AQdo520aRRDdd4uagr306xJw+B1EEJw0dChhIaG0rNnz+CkgqtWrULTNC644ALi4uL48ccfeeihh3C5XMybN4/x48fj8/nYsWNH8Fg1Hl+wyuzp3HHHHSxdujSYR3MqqampXHXVVUyYMIGHHnrohPXLly8nOjqajIyM4LL+/fuzbt06NmzYwJgxY056XCEETqeT2NhY2VIi/WmMf/cJSJL0nyMhIQG32828efO4fNQNOCdNJyy+PqQOI8a5iTCDB4fHj7CEonrcqDUlIOpjNpsIVBwG9JEko278B62H3oTVbODHjbn4/H5MFhtawI8/4KNsXxb33arP3bJ2xwFAYDTof0Ot+nUv9phEBgwYwM6cPBw+8LqdKLXdP2rt5H+qwcyRwcK/bNxLapiToR2b4HUmcs31t1NZWcmuXbsIDw/n4MGD/OMf/6BBgwa4XC5qHA5eeOxerFYrL98/lvAGnSmscJF3OJ/sg/mUl5Xy63fvUVNZSVVVFY0bN+bWW29lwoQJDB48mB49ejBx4kQOHz58TO6IyWQiJiaG6dOnM2HiEyzYfJA9+XoeR/PESC5s99tEfcdbtWoVoaGhzJgxg5EjR2IymU55nyZOnEh8fDw9e/Y8Yd1nn312TCvJEb/++ivACUONj9i6dSv169fHZDKdUCpfks4X8TtNgXI6SEmSgqZMmcLatWuZMmUK1780l715haTUiyM0KoZ9h4rp0CyONo0TmbdyC0U1GiEWAwlxMVTsXM66uR+Qm5vLoEGD2HywiiFj7mBQ767kl9Xw08Y9BIQJv9eFUnWYkpJimjZvgdOr4vIBBhNDuqQSFx3JZ/PXYLaFYg8Lp6K8HIPJgoaG8NagGm0oJgtHitADmIwKHo+Hw5sWs2f++8Ev1IULFx5T8v2mm25i2rRpNGjQgPr167Ns2TJAr5gaEZdEs+H/xBoZjwL4fW5Kd61m5afP4vf76dKlC9nZ2UycOJFJkyahqipms5nZs2czfPjwY67hgAEDcDqdPPnel2zeX0p8hA2AokoX7RvFMqht/ZNe+969ewerrTZu3Jjhw4fz6quvnvU9TE5OZuHChcE8GlXTKKlyYzQImtRPoLKyku3bt5OWlnbMfg6Hg06dOuH1eunVqxfTpk0769eWpFonjjmvJbtvJEk6YwkJCRQUFJBb4kAJiSApLors7D3UOBxoWoDc4hqEEAzr1ZaKnCzsZTu4/8JGLPzkRXJzcwkPD2fBwoWMuvF29hRUMePHFaiaRtdmsbirSmhbP4KRVwwjuUFDiqp9uD1e4sMtaDXlfLcsi4/mLkEz2kAxUFNZht/jJNRuRfX7CShmhMGoz3+jiNpZcTS8vgCKwUizHpfw3dpsnnnmGSIiIk6Yg+bDDz+kb9++5OTk0KBBAzZu3Mgdd9yB3++n84UjSGqQQrtmSZgDVbjKCmjTbziFNSrR0dF069aNBg0aMGnSJEAfnpuWlhacU8btC1Du8BBQNS666CJ27NjBtoPlxIVbUYRAEYLYMCvb8k49LPforpicnJzTjvI5nb59+7Jo0SIAyh0ePv55F58u3c0Hi3bQpPcI/jH+zhMCEtDroHz11VccPnyYTz/9lG3btp3T60vS6cigRJKkM1avXj0KCwsxGRUUIUhpUJ/EpCRy9u4CfptnxuX10ya9Jd9/8gofT3mbkBC9UFlNTQ0rtx4krkkGqU0bU+VwsSAzi3V7ChB+Nx0zmmE1GQiPjMQgFK69pD+X9u9CZGQYRouF3m2aYjYb8WvgD6gIgxFFEUSEmPE4KoIjfjRVQwgQiNrZhRWsJgPfrM7mqWdfOGVexqxZswD48ccf6dSpE2+99RYvvPACl428ifCwUA7m5VFSXEzr1umYTSYOljhYtmwZM2fOPGHkypVXXsnKlStZvbuQd+Zv46Ofd/LhTzsYdPEIqqqqMKDiD/zWGO0PqCftuvF6vdx///3BGYGPePrpp8/pHo4fP563336bQCDAj5tyqXF7iY+wsX7VEoQ9Dk9IAgcOHDjpvhkZGcyYMYMRI0ZgNMref+n8k0GJJElnLDQ0lPLycpKi7DSpF05ZtZeImHgs4TFoAT8lh7IpqnQRUDUm3HQpfncNL774Ih6Ph507dxIVFcVLH31BvcgQ+rRpTL+ubXFXlVBZXo7NX/1bUFFbvVXVNDy+AC4/WAyCpg0bEB9hQ2gCoz0Ssz0Sh9OD2+vDFhmHFgigaWpt47AAIRCKgYDXQ4gxwI7d+xCWUGqcLlbuyOft+Vt5b+E2NuwrRtU0PvnkE0JDQykrK8Pv95Oens5HH31E43qhVFU72J+TQ7NmqYSFR6ChcTh7GwMGDCApKemEXIw777wT1RrFvLV7iLSbiY+wEVA1Mg+4sNlDqcn9lVKHh2qXj2qXl7IaD92b1zvmGN988w3Jycm88sorREZGYjab6dWrFxdffDENGzbkXPTo0QObzcb8hYs5XOYk0q4nrW5cv57q8iKWZ+1h2LBhp9z/iiuu4KuvvqJFixbn9PqSdDoyKJEk6Yz99NNP9OrVC03TMOQsZ9eWNRwsLMNoNBJt1cjP3srEGy7i8WsHcMVFfYP1Onr27Enjps14+rkX2bN3Hz6fV59ET1H01gwB1cLOVz/+Qs7BfA4VlqNqgvKyUorKHajmMDRLBMu2HyYiLAwUQcDnRdP8BFQVjyr0AvaKQPV58XtcaKpeej7KbsXvrmF/fhnm0HDCEpuRkNGbL37eiMVkQFEUFm/JY8v+UubMmUPr1q0BvQvm22+/1WfOnfMx2VvWEt+gCZbQKMocXuIMNVw3YiijR49m8uTJFBUVAZBf7uS79QdYuL2MJl0vImvnPhZtzuPbdfv59UApVU4vzVt3ZPXC2VzWuSHRoRaiQ61c1rkRrRtGA7Bs2TKaNm3KiBEj6NGjB7/88gtGo5EJEyZw+eWX89133x1zXz755BO++uorDh069Lv3UAjB+PHjmfLeu5iNCr6AGlxnMJrxOqv46KOPzsfjIklnTSa6SpJ0xnr27El1dTW7du3CEh5Dn2sf4sI+3QgJDWPFr/vZX1hJYrSdKMdecjf9wg/ff0/TZs24+4nX8YfVJ6BpfP7558Qn1ichpRm79uzFEh6L6veREBtJQZkDk80efL2A140W8GEw6yNzFKMJYTCgqRo+VxUBj4vUJg05UFiO0WDAbA3B6XIBIAxGVK8be2goNQ4HJqMBk0mhxulBEWCsKWL05RchhMDl9aMIwX1XdOWRRx7h4YcfDp5DUlIS+fn59Onbl2ff+5yCCifb1y5l4r03c/O4cbz77rs4nU7sdjvbsg/y49ZSTAYFk1Fh9k9rwRKB3+NEoGE0W1EDHrbNeBKfo5TS0tJjru+WLVsYM2YMW7dupU+fPkyfPp369fXE1zlz5jB+/HjWrl1LcnLyMfvFxMQE66WEhYUxf/58evToccr7WFNTQ0pKCp9+v4ythT5sZgP7D+SyYMFCclZ8xdR3X+fKK6/8Yw+LJJ2aTHSVJOmP2bt3L5mZmeTl5fHyyy+z6dcd9O/XD0wh/LAxl0OVPoxmKw6/kbLI1vS69HqaNWuGNb4JNbYEvQsj3Eqnjh0pKq1i9779hIaFExcdQU3pIay2EEw2e+2UfaAIMJitGCwhWM1GFLNVn2VYA4TAHBKOxWJm6+aNqF43Ab+X6DArdosZLeDHU1XKppnPULBvO1athqjICFxunx6Q2Ox4rDEUVOoz3Ar00SXV1dWMHns936zex5NfrGfSlG8pKinFbDYTHRVFstXDM+OvZsJdN9K0VTuuu3cSWTklaIpJn5vmx5WYDApRoRZCrSZMFhsoChaLWZ+AUBEYTRbatG1HWVkZubm5ABw4cICePXvSrl07TCYT27ZtY8mSJcGABOCyyy5jyJAhwbyXoz322GNcffXVxMTE4HK5CAsLO+29tNvtXHvttfzw2TuM6NaYxvHhDO7ehrH903CWHmbEiBHn56GRpLMkM5UkSTojCxcuJCoqioqKCt566y2at2rN7n3VHCitIWC0oWkaQlEwCA2vP8CCLXpdEhGejN2kBOuM9OjYmo3bs7GrNQzq2pXtucUIoNpVW5pdCH3WXw0UoaAqBtxevZXkCAGggTE0inibnYLcPezP/AbfoNGExyZSdWg3B1Z9S4jiw1dZSJ+hA1m7twifqwbFaCLaaqbEZWJXbgmxoTbKHB6Ktq4iIiqGp7/dRW6pAzTw+lQGPvAx47tHMPySi5k7dy6pzVtw+5Pvsv5gDbNX7yM61Eqk3Uxyo1R27c0huelvRckUAZrfRyDgRqCSkhiLz6/yxIcf0rN9JnfeeSder5cFCxaQmppKZmYm3bp1O+U9aNu2LVlZWScsv/fee8/6fj744IMMGzaM/Ntv4KOPPiIyMpLDWVZGjBhx0lmCJemvIFtKJEk6I3PnzmXKlCns3r2b6OhoBg/sx6qVS/H6NRShoBiMCKHgcHlxetyoiomSklKE0cT0L+fgcLoBUFUNv9tBVXU1Bw7lk1/uICSuAQ7XUfPFHEl41TQEYDAdPRmdhqYGEIrA5/HiKztIbuYcOg66EqfHR3FRAQZrKDc9+jK3P/sxqhD8uucATqcLg8mMoig4ygoh4KOgsBiH20fvVoms/GEm7QePJLfEgcmgEPB70fxeFFsEB0gEwGAw8Pwn3+OMao7BaGJf7iHyK5xUu3wkpfdg1cJv2Jm9H1XV0DQNi/ABGtVlJTjLi/AHNJJjQqkfE8ro0aP59ttv2bp1Kz/88AO7du06bUBSUlLCK6+8wtChQ8/L/UxKSmL16tXU1NTw2WefATBv3rzTJrlK0p9N5pRIkvS7ysvLadSoEYcPH8Zu13M+PvzwI17/cQcN2vbGj0FPLNU0EKD6fRgLtxFpN5PaqR/LN2xDUwP0bNucJctXUHooh4jkZoQlNgVNw2AyE/D7MZmtaLUBiUAv7BXweTCaLMFABa12uK9QUKoPsnX5fLoOv5Eqj4rKb0NqjYrCgNZJLFm2nLx9e4ho1pGwsHDsJkFu7gGi4hLY88Pb7NmwFCEEdrudjiMfxpzcGtXnAcBitSIMRozuMla+fQ+KNZROV99Ho7T2HNi3l6rKSlq370h8uI15X04je9kXRKUPIKZRK+onxGMz+Nm8YR2hjdtjMFm5pH9nbhzQkviIEMaOHcvPP/9MXl4emqZxsLSG7IIqbGYDrepHER5y7KzAl156Ka1ateK55547r/f2pptuIicnh6+//prGjRuzY8cOEhISzutrSNJxZE6JJEnn7rXXXiMkJASbTa8+6vYFSGw3kCZtu+DxqwR8Hr2qqtAzQgIeF/u3rKBx6y40T45ieN/2+N01ZO44iDkijgadBhOelIrZKPA5yogMC8FVXkCIomI1KWiaiqoGKMvZgqJpCNWvT/CnabVF0QQ+v5fyKg+xjTOwWkMAg75G6CNMVE1l9Z4ievfsjqOylB3fvU1640SiomMwKAplm34ke9Nydu3aRXZ2Nk6nk5xf1wCgGPR5dIQwgCbI3b6Ra0aNYdKLb5NfWIzLWUNKSkM8Hg9ej4eKGg+Hc3Zy+7NTufnO+2mckkzuwVy+/eBFspfOYs2792DcPJOHL+9AfIRes+Xbb78NTpa3YV8xn6/YS9b+ElbuLGDqkl2UVruPuQfr168/adn4P6pBgwZs27aNVq1a0axZMxmQSH8rGZRIkvS71q1bR0lJCW3btkVVVZZuPcy2vHJ6t0kNfogEvG5CLAqKtxqtbB/RSY1ITohDCEFcZCiNGySiBfw0aNQMNeDXR9OYQtAUI0ZFwWi2oAg/Qzo0JM5/mNw13+MsOURSfCQGoxlRO4eMEAI14MeCn/CYeCwRcfhqJ8Q7um1XA6pq3Hy/bCPm0Cgqc7LY/PkzzH3uZlZ/8CCbFs7EaDSSlpZGhw4dADi0YT6qswKD0YxiNBFAw2rSyF45h+YXXEdNSDJxKc3ZdyAPVTESEh5FXn4x/qpCTGYL0fWSSI4N5+KBvbjl+tGM//c7eLw+zGYzFstvLR+zZs2iqqqKRYsWMWTYJSzfnk9suJXYMKtezySgsW5vUXD7O++8k/z8fHJycs7L/XS73fz0009UVlYyadIkCgoKeOqpp3jggQfOy/El6VzJoESSpNOqqqpixYoVbNq0iZycHNq2a8fWg6XEhduIi7CREh9GIOBHDfixGsBRVcWupV9TlJuNx6fi9vrZsCuPw9UqRluonseqqah+D4GAH3NIGGVlZRhsYZS7/Mz6eRO5DiNNmjbBVV7AoZIqfGoAIUQwAVMIhbDwcBQBrooiXDW1rQqCYGCiaSDUAPWTErl61FhUYaSk2kPf6/7FmBe/48H35qNYQxk7dixVVVXceeedvPTSy5gOb8BRdABPdSVFO9ay/I07adF5AChGEqNCGNI9g4DPS8HhfFLqRbE3cy7b5r5Fg9R0wqy/jR2wmY3EJSTxf6PG4PV6jynLfvvtt3P11VeTmZnJ2g2bmP7ZZxQWFumTCQJWi4GS2paSuXPn8tZbb3HxxReTnZ19Xu7p+vXrGTRoUHDuHCEEN954I1dfffV5Ob4knSs5+kaSpNP67rvv6NWrFxkZGWzfvp2WLdOY9ul0mjZPo1HTVBrXi2T7ls2YI+LJPXCA8tytRIbZ2bt1FRaDxoK1uygoLMIaFkEg4Ke8sgZN1QgJj8DnVzFYQlA1MBo0NNWHYjKQEBNLoj2JShGJYjSfMBpECEGFw4M3IHBVlXIoZzsRyS1Qakufa5qGokBsRBgJkSGsWZtJaL1GNLzkPio8AajycrhCpfe9H/DtW7cBYLPZaNN/BP5GJcSGWfH5/azbHEL++ijiG7UM5njERYbSLiWSlRu3MHXiDXR4bCT7VJXOF6dQ7fJhNevn4PL6CbEY+eC9t/l8+tRgIblnn32W6upqPvroI0JCQli+eiN3vfkt32VuJTG+gF7tWuAPaLRtGENeXh5XXXUVN910E1dddRXPP//8ebmnbdu25f7775dDf6U6R7aUSJJ0WhMmTGDFihWUlZWRkpLCR5/OxGALp9QNq9ZtYsHKjZjCosFZwrXDemE2GGnc+0osoVFMfux29u3YTINoKwM7NsesqDjdbjTVj0ExAQLV68ZgUEBTEYoRv7MKFcgt82ANi0FRTpITJwSqBjERYcQ370TTZi2wuPOpOryX6oIcAh4XBDSKKlxs3l+MNySZlK6XUOPR57zRND3/RRjMtB45gVatWrEnex9bcvVZe01GhRCrmc7tMmjV8yLclUU43L7gy2e0bYfiraZ9eguMRiNPP/0025Z9x4J531FY4aSg3InD7eOCtvX5+aefCA8Pp7y8nJqaGp588knuueceQkJCqHJ5WfBrAUP6dCY5IZ78wmK+X7GZCJtC20YxdOvWjWbNmvH++++TkZHB1q1bz8s9DQsL46WXXgpWr5WkukIGJZIkndL8+fM5ePAgdrudxo0bs3DNdrZ66hEWm0SoPZS0tFaEhZjRNOjTqTWhIVY0nwuh+UnrMZjCgsMM6tuDof27Uz8mlKFd9eJcflc1HrcTX005nuoyAj4fmhZACAWEIBAI4A5oCKFhUoTeF3MUTdNQhEZcdBi+mkpMZjPDL+hH3w4tqCk9hGI2o6LpMwYjsNrsxDTrqCfKHnUsIQS2eo3JLyhky5YtJ70GkZFRHN6yFFWDX/fk8tmcBbw/bSZ7V/2Apmls2LqLrpeM5cWPv2H9/BksmfUmF3VI4cYBLakfaeGOO+5A0zSsViuJiYm43W4WLlzIli1byCutwa9qxEfYGNYjgyE92lBdkMPEu29kQN/elJeXk5mZCUBiYiI+ny9Yzl6S/hvJoESSpJPy+Xw8+OCDaJpGWloaTdM78viHP7LnUCkhETFUVVVisVoY0rMDqt8LtYmoiqKAppGYVB9cFTRtWJ8yh0ev22GxYMfJ9tkvUJy9hXqxMTRs3ESvMlY7CZ9iMOL3q+D3IoDEqBBUNQC1AYWmacEgpajSiRrwYTQZUTWNls2aEJbQBJPRBKqe5yJUv979I44NSI4I+APENGpFdWUF6fWjKa504Q+oeP0BKmo8pMZZ2Lc9i+fuHsXipStwY6Vxy3bc+/J0wpObsWhnJVv2l+G3RnHTY5NZt3ELT9x3C5F2Cy+//DIGg4Fx48Zx6aWX4nQ6+f777wFo164dN91wHZWVFYA+D1Cj5HpcefmlpLVIZc2aNSxcuJDIyEhAD6AyMjJYuHDhn33rJelvI4MSSZJOasyYMZSVlbFhwwZWrFhBfNuBhMfUIzd7N2aTCYPFTnFZJdUuL36PE49XH7JrMJrAYCbO4sflrOHK7k1IjAyhsNKF0aAwpE0SlUWHqD60h3I3FFV5QBiCuSMmewQupxPHga0YXOWoCAJeD6qmoii1AYkQqAgcTh8hcY0QGoRYjJQ5XHiqSlAE2GwhaFoAg9GIBngqCoHfCiQI9C/6iBALkRHhFBUVEa9U0KFpLJVOLy5vgP4ZSZhcRaiqyoD/u522XXqT3qol4eGh/LJuOy2H3orH7SI23EqU3ULLJvW58Z9PMfe777n44ot56aWXqKio4JFHHmH16tVcfvnlDBs2jKysLNasWUN53j5+WPgz789ZwrzlGzlc6iA8xIzJV62PCurclfV7i/j510McKChl+fLljBs3DlVVT3XbJOk/miyeJknSCebOncv111+P2+2mXr16vP7mWzzz3W4i69VHaH6qKyqwhEZiMBpJDPHz3btPE9M4g9bd+pB3YD+JZjddmyfw2GOPBlsn1NrqrGlpacQ3bE78wPFUujy1s/vqxdeEIrAZBA6Xi53zP6RzaiLl9mYYEtNQDHoC6TFJr7UtJwGfC5O7DLUynw2/zOWSe16lqNKF3+dDURTsNgsFK2ZgtEdjadEfxSAAhRCTQmnudjZMm0SL5qnk5OSQn5+PxWIJvlaHDh2w2mx0uekFvP4ARQWHyD1wgKioGLxGO10aR5DRMrX2dDSKKt20spUwbPAgAP71r3/xz3/+k5iYGDZv3kybNm0A8PoD/HPaKrbuy0cIBaEouMoLMe36gVVLFvLU869QGNWe/cXV+AMalWUl7Fr8KUrhNp599lnGjBkjy8FL/6lk8TRJks5MRUUFI0aMwOFwsHfvXkwmE498sJDo+k30yq1GO2GxSXhqqqgqOsicNx7jylv+SbcBQ9i7bTPbF31GRU4W8+b9AOgT3QEUFRYycOBAdu3axYCrbqHG60dRDL91yQiBqmp4/R7CQ0Np3GUw383+HC2qPmazGc3vO/FLWIhgoTO/KQxndQXVh/bQPqyC9o1j0bwO/BWHuHdISzb/NJvln7/Gjm9epkW9UJrG28n7dTn7l88mc8MWVq1ahcFgoE+fPsHhxx988AGbNm1i7Zo1HD6cx65du8k9cIBmzVJJbZlGwOukoKw6GHhVOr3ER1gZcsEAFixYAEBmZibPPfcckZGRwYAE4McNBzlQ5EB11+CrqSQ+MpTI+GSqlQi8Xi/haX3JLqjCqChUlxejIWhzya18NG0GY8eORVEUwsPD/4InQpL+OjIokSTpGLfeeiuB2uqpvXv35oela0nJ6E5V0WGMmorX5UDTIDYunv0rZtN/5N106NiJ9u3aMeTKa0kdOAZvAPbs2YMQgvvvv5+LLrqI5ORk9u3bR+vWrfn6h/ko4sifS8c2yDoqK6iqrsbjcpLYqjvmkAgCgQDCePIKBqqqonk91KuXwOWjbqT35Tcy4c7raOjYTMPiJez9+jmuG96f8PAwlixdRoi3hLfHX8isp2/GaA1l4C1P8cZPB3j9x+38vHQFGzZs4Nprr6Vz587cfPPNtGzZkkceeYSV33yIN6DRqk0HIqLj8fj81BzajbNoH0WVbooqXVhNRoZ2aIgQggsvvJChQ4eydOlSJk+efMKcNTsOlaEIiIqOBsDv82EymRj6fzegKArb8ipQhKC8vBSf14fZILDaQvhi8Tqio6P55z//ye7du/+EJ0CS/j6yTokkSUEbNmzgp59+AvQy6MOGDeOpF98goWlvYsOtZOcewmIPx+uuAXcxPmc13Xv2JGt/KcXVbirLK4hu2gFLbARPX38thw8fZtKkSQAMGzaM7777joKyagZcfSuuyhLMYbGACM5zY1QUFHsEPr+fA2vm0bT/KH2mYPQ02OMJQA34MNvsRNrNxIRZ8ZgiEUJw99134fHoc9iYTCZ+yNzGpkI3tzw/g40rf2b7wTLS2ncjwm5FVQOs2rqfObNWoGka06dPp0WLFjz55JM88cQTXHTNzfgb9+OXNZvJ2bePDm3SOLR7K9t+/IhNjjKq9qzjjbffoWn9ehiOGsI8cOBAli5dSk1NDQ899NAx5964XjirdhcSGhJCKVBaWkpoVBz1I/SP5bgwC3vySnHVODGaTMTExeH2qvz43dd89NFHDB06FJNJnznZ4XAQGhp6Hp8ESfp7yJYSSZIA8Hg8XHfddUyePBnQv8hvuOEGvpr2DsXFxUTHxtI+Iw1PRRF+t5MtP3+DpgZYt2U3xVVuKkuK8Htd+hiaqCZU+yAuLg7Qy6T/uHARY5/6lLs/Xk3jfqPAaMPrrMLv9UDAj6emklCbkcT4KA6v+YZW3S8iLCaRQMAfnFMHfhuBo2manqdiMCGMJuLCbGTvz6WkqIAv5i1lxtwFKAYDEydOJLJ+czbmOYiwmYgPtxISU5+olFaUFOezOWsTqzJXUpC3H3v9NB577DFMJhM7d+5kwoQJpHToz9OfZ1LkVGiZ3hqMFuZOf48fPnqOfkOG8+FXC9ixYzvpTRvwwD/vPyYJtUePHsHRMxkZGcdc74vap5AUZafG7cdoC0MzWmkcH0qbRCuappH51Vt43C7MoZEYbWGUVtZQWZxH4e5NXHbZZTzzzDPBbqawsDD279//FzwlkvTnkkGJJEkAPPnkkzRv3pyRI0eiKArz58/no48+wlNZzJ51i8jakc3+/FIat8igIm8XlTlZ3P3AoxRVu6moqMDn9yMUA6rfh6aqlHuNzJ07F4A333yTbmMmUBCIpNLpJaCBwWJFMVkp2pbJ5q+eJ2vqo6x8/TYyPFkUZm8ltX0PDGYzmhrQj4mGGlDRAn5Uvw+DIgh4XYBGQIXMXYfJ3FdJbON0tpQIZmTm0um6f9NhyBhCU1rjralG1TRyiqrYV+bFaLNTE7CgWOy0bJlOuw4daJvRiqlTp+rJs6pK5s4CWl3yD5zeAD6fl6L8QxhtYTTtN5Ie498i0HwIB7wR3Pval0x45lXeeecdoqKimD59OgDt27entLQUi8VyQn2RiBAzL4ztxpi+qbSMNbBr/geMSNXY+usWNE1j3/Ys3MX7MAQ8iIAP4anC5KtGGPSZkHft2kXXrl3p168fDRs2DNYzkaT/ZHL0jSRJgD7SZNTo0Xz48VTi6iXR5fJbadl1EJt37MJu1Ii0W9l/qIjSnC14S3JJ7jacFultOXC4EKMlBJvJSMBbQ0l+LpGxiXQJL+GZR+9DURS69uiDtd+dKIqelKrP8ytAUwl4PQzq2BQ1EOCnOZ/x88w3aHvB/9H5slsoqnRTU+NE01QUoxlQMQjwB1QCXjeKyYLRZEHVNBRFoAYCKAEfXdNTWLVxGxqCjm1asmzFKszhcVhDw0EIfB591I9iMKIISIzRl5dkzWfx9Nfxer28+PE3+CNSWL+3mKKCAoRBwWgJ0c+jNjFX0zQsRoUhHVKwmU2M7tWYm2++mc8++4ymTZvyxRdfMH78eOx2O0OHDuWee+456bVXVRWDwUCzZs1o0KABVVVVfDx7AfOzDlIvwoaG3k5UWOmiX8tYOreof8z+r7/+Otu2bWPKlCl/7kMiSeeHHH0jSdLp2eNT2BvSgdGvLqbL+LdQ49Jw+/xYbOEELFG0bZ1B88YNSOkyjLRL78RerzEut4eakkNoAT8un4/4uFjCoxNwFuzh2cfuJyoqis8//5zscj9Go6n2lbQj/0NFYDAoRIdZqR8XTv/ho7DH1id3zzb25+bhdZQS8LkxWWxomkpMqIXIsBCEwYg5JAyDyYKGBmioAb2EvGo0c6DYgau6nBCLEVXVsEUlYLaHEfAHUFUNg8mCGvATFWLCH/DjcrsIK9/Oj5+8wuLFi+nevTtzl24iPtxGXIQVa4gdARhM5uBIIdADOZ8KNW4fpQ43BqOJadOmsX//fqKioujQoQOZmZmEhIQwe/bsU157RVGIiYlh7969rF27lpEjR2Iy/jYrshKcjFAQGR52wv6DBg1i0aJFJy0OJ0n/SWRQIkkSDrefrje9QFhiE1xePwaTFaPVjturgtBQVZUdeeUUuQ0oAgIaaAEfZTUerLZQkiOt+Nw1NIy2oOaswHZoNYFAgEcffZQrrriCtOZN8fvcCEUB9GE34kj9EgQHi6sJqBpbtmwmvmELGrRoi9ev4dGMmKyhqKqKohhweFQCqh7RqMGS8QKB0KvKAmgaTo8Pr9dHaHiEnjxrtmEQ6PPr1LbQKEYT0aFmjH43G7/7mDcn3sUTL79LqTmZa+6cSHllNV6vh7YpMcRGhYHBhKpqJ60NUljpol5ESDDJtUGDBqxZs4bFixdjsViYO3euXun2NN5++20AampquPXWW2kU9//snXd4FOXa/z+zfTe9F1IgAUIIvffekSodpIOCShMEFbCggBRRxAai0osUpVelhBo6oQdCCCG97Sbbd+b3x8JqDqjnnPd9f0eP+7kuL8m0Z+aZwHPPXb63F15aJXl6E2abg1y9GR+dkuigpxNaq1atisVi4d69e//274AbN38G3EaJGzdu2PDzVWRKNaLNgsVsdPpWBYH8EgsypQaZQkmu3ohDkCNXKLBbzc78EYcDrY8fXj7eiKYSzm5ahKIoldu3bgJQs0Ez1h27Q9sB47CZTfBY8l2SwJUOKlOQdDeLu1lFPMgqoGrnEYQ17IVMLkOp8UQSnhQOS1jtIsWlVuxWE5LdhiQ6XN4BmVyOQqHAYbNQUmpCofMiwNcHf08VIGEuMWA3lyCKdpyPJyNPbyKmfATpl4/w3IgpKKPqkJ5fis0jFJ1fEAeOn0OllNM0LgRDxi2eGdEWRby0StrXjHjKYGnTpg3vv/8+ABEREU+f+yv69esHgEqlwtPTE41KwYCmFakS4YdMgIRIP/o3rYhKIX/qXEEQaNeuHYcOHfrDd+3GzZ8Zt1Hixo0bDh49gUwmR6PVIokikuQ0GeyP9UpkciUOUUKQKRAFJYLMaQDIZHK0Ok9KzXbaVA1m384fuXjxInFxcWi0Hrz20ToKSy1EBnpTLdyD0sIcbKXFzkElB5Ldhkwm4BBlJN3NRBsUhU1QI8hVyBQa52G/uh/p8X8KlRaZXIH0+P4kwFOrJTbEG1XpI7JvX8Ccn4HMZiDxxEks+gI8vH0JCwtHcNiQJAmb0YDaWkCfGr44rGaadulPqJ8OH52KIG8NUcF+pFy/xJFT5/h2y17kSjVmfYHLwwNOb09J/iMmda1BmJ/uqXnNzMxk/fr1REVFERUV9Yfvwc/Pj3r16rl+9vVQ07l2FKPaxtOxViQ+OtVvntuuXTvWr1+PwWD4w3HcuPmz4jZK3Lj5m3Pr1i2S9m1CoZAjyOQotTqe5KHJHzfKE2QyJIfd1QhPodEhiA7MJUU0qxjA6JbRHN24FEmSyM3NBUFgyIxFeFWoxd6TyTzIK6Fu9So4LEYE0QZIyAQZkiQ6vS6SiM1kQ5DJsZhKsVlNOH0p0i8pcY8b8clkzk7CEs7UDrkAos1CuK+S8sFeNKpbi5t7lnNt15cc3LebPIOZ4vuXKc19gF2U8PfzJfd6Isc/GY3i3s9sWf0V4RHRKJVKZL/ydDRuUI/inAzOHD9CpchgOrZtg2S3oJLZ0anlCKINQ94jru1YyudLP3rm3M6dO5cmTZrQsWPHPzRKRFGkuLiYOXPm/FvvsU+fPsTGxpKQkMCOHTv+rWu4cfOfxm2UuHHzN2fGjBmM7d8VP7EYq92BKOJK5HwsDQKSCILMmQsiExAEGVaHyMNze3l9QDNa1KrE3bt3XeEDvVdF0m3+ePsGYrQ5SLqTxYW7OcjVOqpWjEYuE5wVMwoFCqUSUZKwGvUolWqUWk8EuQrhVzkcMrkcQXAaI868EAlBkCE6HEQGeSFaS7l19ihd60ajy7mE1aSn+UuLqdSkO8ExCZRv0AmrQ0R54weWj2tFPe9CJLuN9PR09u7dS4vG9fBQKygx2wBnvopNkmEzGujepx+d2zTDS6dErVJitomYzVYcDjvgwFyUy8yZM3nxxRfLaJRYrVY2btzIa6+9RmJi4h/mlOzZswdBEGjVqtW//A6Li4vRaDR88803rFq1iqlTp/L888+TkZHxL1/LjZv/JG6jxI2bvzG7d+/mhx9+YPbsWVw8dwqZBHKZDCQJQQBRxOklQUAmVzzWXnUaLAqFigpNetFs0GtUjq/Kmcs3aNS0BQgyVBE1KMhKx2goRCFXYDCUcPNRESpPP0SHFW+d+nF6hgxkcuSijcIH1515JoIMQXA26UOSsNssOOyOx9kcEnaLGae+q4RcENGqlAT5+3F2z1pMOam88fprdH7xHdD6YrFZMZktFBfkofEJ5uiluxw9tI+XXnoJcPalefDgARNefYUeDSoAkFNsIrfYTLDairHgEUGBwQAEeKpRePjB41CWTK7EK7AckXXaIkkSy5cvx8/Pj1WrVgGwd+9eqlatSoUKFXj06BFJSUm/+y5WrVpFTEzMHxovz8LX1xe5XI7JZKJ169ZcuXKFhIQEatWqxYoVK/7l67lx85/CbZS4cfM3RRRFBg4ciFqtZunSpXTs2R+5Uo4k2uGxMoYgCM5kUlEsUwrL4yNUOg9kwVWI6j6dN9adZerqU3Qe+ToarQdh4SEI1lJsNisKtQ5BkKFQKLmVVUqx0YYk8FgzxMyNA2soF18fySEiPRGUlyRkAthL9fh6qJDJJGfVjFKNJDqcBpJCg8FkpX+rasjMhTRq1IgGTVsRVKkeCoUcq8mEzWJFodaiVCqp17wdffr0ITAwEMAlQ79gwQKunT/JqDZxDGlRibHt4zGknAFjPkqFjFKLDZPVjogAogPRbsFSqsdiLCWoWkuaNWtGcnIy3bt3Z+TIkURGRjJv3jxeeOEFAMxmMzdu3Pjd95GYmEj79u3/rXep0Tjzb3Q6nevnN998kwYNGrBy5Up3qbCbvwxuo8SNm78pmzdvdi1mEyZMIPn4HkQRbFbnQo0kIUkifp4q1HLnoua0SSRX4inIkOu8MVntaGV2ZIKAFFYDrAaQa6hZswYab1+nQqrVhEwuIJPJEUXRGRly2FBrdFRsNwS5RoscGw5LKUgSDpuzwkeh0qA3lCAT5ICAJNqxmwxoVXJKcx9wYfd3dKwWTNOmTZEkiSXLV+HjoUL+OBkXJLQ6HSq1htdfGkL16tWpV6+eS/79yYI9ZcoU+vXtQ4ivDm+dilOnThES4EuvhhWQCQJ5ejOSBFajAZupFMlhRxBArdZgNpvx8PBgzZo1ZGdnExsby7lz5+jbty96vR6LxUJ6evpvvguLxUJ2djYvvvjiM/dbrVZ+/vlnTp8+jclkemr/r6tu9Ho9mZmZtG7dGg8PDw4fPvzMMmY3bv6MuI0SN27+hlgsFt544w02bdqE0WhkxYoVZJzbQ2lhDnKlxuWtkEkSXjot+txHiA47Dof4OPfUGciRCc7qGAUiFy5cQLRZEAQZQmk+aslCYYkZUQRJEp15KBYr0uPwj+iwIdptKGQCcqUGmcOGh5cPiA6QJOQqp5KpXK3DZrNRWpyHM6lFwD8omNgwH3q2bYzDbiMmJob09HRatWqFp05LqK+OQG81SrUWQa7EZnNQOcybhpVCOHHiBIIgYDabAWdOzaVLl+jTpw83btxg7969AFy/fp0qVaoQHeTF6HbxdK2spjTnATpvH8IjIvANCEKhUpN7K4nCwkIaN25MRkYGgYGB9OvXj759++Lj4+PykOTl5f3m+9iwYQMqlYoaNWq4thUUFLBu3Tr69+9PSEgIM2bM4OWXXyYgIIBatWoxevRo1q9fjyRJNGnShCpVqhAREcHkyZNp2LAhXbp0YdOmTXh4ePxf/Aq5cfN/gtsocePmb8jixYupXr06rVu3RiaT0XfAYAbNWoGHX6BLIVWSRGxGPSl37yEB5f1UTu8Aj70LkgOlZEKQyfHw8cfbL4gLF87jsNsRLAYqO27z1vO1MWSlolDIUchlyGSyx03kQKZQIVfrsNhFEASMJjPBPhrUnj4gkyM8VmkV5HJUHj4EBARhM+lR2kroUCOC6lEBSHIlm7/+GJ1Ox9WrV+nYsSMxIT54aVXUKh9Iw0rBBHvKybx+il5xShRyGRqNhqSkJFfoZubMmRw7dozNmzdTt25dpkyZgs3mTIKtX78+ADJBYMmiD8k9sZaYUD/sImg1GppUjWLJpH5Ur16drKwsIiIiyM3NZfXq1QwdOhQAo9EIgMlkoqSk5JnvY+PGjVSpUoU7d+6wePFiWrVqRfny5fn+++/p0KEDN27c4MyZM5w/f56CggJWrFhBnTp1+OCDD3jnnXcQBIHp06fz8OFD1q1bx8cff8ysWbPcHhI3fzncvW/cuPmbUVBQQGhoKIMGDeK7774D4PiNTJbuvkqpxYa5tAQEAY3GA4vFSHH6dcYO7IlWq+XsuQucuHwHa/4DAkPDsHtFo/UJAJwCXpLNTElhNsakDYQF+NCsWTM+23yIqt1fRqZQObVFJJF/bH3hTKoVCdHJySu1YbXZnIm1T5I+JYlgbw2PUm+hEo2079QFpVxG48rB1K8YjMPhQKVSsW/fPjp06EC+wczJW1lkFhqJDPRk/rSx3L52mYyMDFci6Zdffsm4ceNc4ZusrCwqV65M/fr16dmzJ5MmTeLkyZM0bNgQAH9/f0aPHs3cefN5mF+CSi4n1F/nKiNu27Yter3e9V96ejoKhQKz2UxYWBgmk4k33niDt99+u8yzX7p0iRYtWmC32/H19aVbt250796dNm3aoNVqf/dd5uTk0KpVKwYPHsybb77JoEGDUKvVrvfqxs2flN+0lhX/P+/CjRs3/3nef/99atWqxZo1a5g+fTrx8fE8yC3B5hCRC4Kz6uWxFDwyOUFBga7FsUG9Oly9mULS6T3YGnYlIrASpqJsfALDMFutSBLcP7yK4vQbXDGZOHDgABrvAEpyHuAVWh4EAbvVjFylLfMV7/S8QKbejMNqRkBCq9VQUmJA5eGFaHfwIP0hOoeee4fXMO6jqaiUcpRyp4GhUCiQy+UugyPAS0O3euVd12+6bTPBwcG89tprLFmyBIDRo0czbtw4srOzCQkJITQ0lKZNm9K2bVtmzZqFKIqsWLGCCxcu4O/vT2FhIaWlpeTmZFM+LOypeb116xaJiYksX74cb2/vx/kszqTTbt26sXfvXtasWVPGKMnJyaFt27b07t2bF198kYYNG/5L1TfBwcEcPnyYli1bcurUKU6ePElhYSH+/v6MGzeOSpUq/dPXcuPmz4A7fOPGzd+Ie/fusWrVKnbs2EGdOnXo1KkTABEBHnioFFgdEjKFErlShc3hQBBkFJbYuZx8G5vdQUGRnnLhYVgM+fiWi0Om0qL1DcHqkFCo1DjsFkr0hdSsWRMAHx8fdidepnatGsglCbvDjkypdomwOXEaJDKZgEyhQqFUodB6YZVAdDjQKOTERwUgN+dzctvXZGVm4qFRugySJwiCgNVqfeZze3t7s3TpUpYuXcqdO3cApyGjVqs5fvy467g+ffpw5swZHj58yI4dO6hduzbnz59n9uzZgLM/TUpKylPX1+v1FBYWEhUVxdy5c5kxY0aZ/f369cNoNHL37l0aNGjAvn37AKe42uDBg/nuu+9o3Ljxv1UOHBYWxuHDhzl+/DjR0dGsW7eOrVu30rRpUxo0aMDHH39MZmbmv3xdN27+E7iNEjdu/ka88cYbTJ48mdDQUPbs2cODBw+YOHEidWKCCPFWIDpsTpG0xwiSiId/KBcemVj38zW2nbzFhTMnEB025CotKFSuEIvoEFHpfKne7SXuG3X4+PhQVFTE5ft5NIiLoHH1aNRKJZLoKFNa7BxIQEJAkETMRTlIpmIcDgcyhYqoIC/C/T2YOro/0UHelJSUlBEp++USAjab7TeffezYsdSoUcNliIFT3+PX+iE9e/bkwIEDCIJAt27dePnll/n666+5desWb775JgCenk83xMvIyCAoKOg3jYoOHTrgcDjo378/giDQtWtXtFotn3zyCW+99dZv3vM/S2RkJFeuXKG4uJgZM2bg4+ND/fr1ef3117l06RJVq1albdu2rFy5ksLCwv/xeG7c/F/hNkrcuPmbcPr0aU6cOMGUKVMAuHz5MoIgsGzZMpZ/vpStyxdiK0jHV6fCbipGJlqxWUyotTpnYqogIVpKadB1CJH1n0Pj5fv4ygIIMpf8uy6kIvHPvUS7VxYDUFxUiATEhvhQOzbYWZ0j8KuyYmcljySKyGUSVlMJMREhYNKTff04L3VM4IUWcXStG83ly5dQKBSsXbu2zLMVFhb+oVECTkGzBw8e8MEHHwAQHh7OtWvXXPsDAgJo2LChy5Pxa959912AZ1azxMXFIYoiV65ceea4KpWKQYMG0bBhQ86cOUNxcTGDBg2ifPnyhISE/O49/7NER0eTkpJCWloa586dIyoqitmzZ/PWW2/x6NEjxo8fz549e4iIiChjmLlx82fCbZS4cfM3QJIkpk6dypw5c1wCW8uXLyc2NpaqVasydepU2jauRfPGDQnw1mArLX5cJePse2O3mHDYrOi0WlQKGaE1WuDv6+NspmezIokOxMfaaqLDilImUiT44BlanoKUC+TpzZisdkpKTIh2K6E+GiyGAgRBRBQdKAQRh82Mr0oGSHh5eRIeUQ79w1vcPPsz5QI8EAQBuVxO/fr1+fzzz13PVlpaSkhICBaLhffee48lS5awd+/eZwqGhYaG8t577/H222+TlZVFbGws9+7dK3NMzZo1OXfu3FPnKhQKwsPDn6kTIpPJeOGFF1i9evVvvoN+/frx9ddfc+LECbRaLfPnz0ev1/+zr/Cf4kl1k0ql4osvvmDChAk0a9aM48eP8/zzz7N161YkSWL//v3/q+O6cfO/hdsocePmb8APP/yAXq9n6NChlJptnLmTzYXUfDp06szYsWMBqF0xnBh/FVaLFUHtiV10qrkKMuf/kSnw9vXHbrMjyJVk3r+BXCZDqVYiPF4MnaJnVoICnBU5o16dzoFNK2hbPRyZIPDo0QNEmxkfrQJTQRbVIgMRLAZuH15L1tWjGMxWtD5B5BksRAV4UtGXMomhoijSvHlzzp07x9ixY2nWrBmRkZHUrFmT2NhYrl69yvvvv0+XLl2YPHnyM+fijTfeoHz58nTq1IkaNWqQnZ3t2mc2m1mzZo1LifUfef311+nYsSN79uwBnMae0WgkMzOThg0bsnbtWux2+zPPbdeuHf3792f8+PGEhYUxbdo0CgsL/9cNk1/z0ksvsWXLFoYNG8ZHH31EYmIiJpMJHx+f/7Mx3bj5n+AuCXbj5r8cq9VKQkICn332GeWrNeDTPVfRG63cvXuXqpVjOPzFDEpy08nJyUFQKKnRbzr+FWo6gyoywVnyKshxJqQ69UtKc9PRePpgs9nwDAjFZnMgk8uxGfVIDhshoeEYzWYcl76nKCOFYcOG8dJLL1G9dn3C272Ib1AYD1JTqJJQA7Vc4tvpfQjz96FctUZoAqOYPW0CDSuFkHzlEg0aNODhw4eEh4fz5ptvsm3bNoKDg+nfvz8JCQlUrVqV4OBgRFFk8uTJREdHs2PHDlJTU1myZAm9e/d+ak7u3r1L5cqVeemll1i+fLkr7LN8+XJ27tzJzp07f3M+ExMTGTRoEEajkeLiYuRyOb6+vvj4+BAUFMSOHTvw9/f/3XeSlpbGzp07OXbsGCtXrsTLy+t/9I7/iLS0NHr27MmNGzdwOBx4eHhQVFT0fzqmGze/w2+WBLuNEjdu/sv59NNP2b17N3v27mXW+rPkFJsoKcojNfUe0ZUSuJF0lK1zx1ClagIvf36QW1l6RIdTgVUSRadsqyiBAAo52Cw2RGspHRpX58yVO+QV6ZEkGQqlGqXO09nTRpTIvXWaK5sXULFiRR48eEBpaSlarZav127m5P1SLt95xMBenendsALtmtbF29ubu3fvMmnSJFe1C0C5cuVo0aIFPXv2ZMaMGSQlJbl61/we586do3Pnzhw5coSEhISn9k+ePJnPPvsMm81GSUkJGo2G+Ph4vv76a1q0aPG71zaZTBgMBnx8fFCr1f/yO/lPYDQaWbhwIQkJCbRo0YLg4OD/9C25+fvi1ilx4+bvSHFxMdOnT2fjxo2Umu1k6014aVWk3snB09uX3PwCQqo04PQjkXK1O3AnS4+ADCQHCJLTUyKTYbOUINps2O0mVB4+oNQ4pdyDQygyS8hVzjJfmd1CsK8WrcxBsQzkKi3FxcXUrl2bqKgo7HY72zes4ubNm5SUlDDx69cBqFevHufOnaOwsJC+ffuWeYaJEycyc+ZMDh06xMGDB10GyalTp7h+/TqjRo165rPXq1ePxYsX07NnT1588UXu379PWloaaWlp5Ofnc/HiRTZu3EhWVhanTp3CYDDg5+dH8+bN/3BetVrtHwqb/dnQ6XRPCbe5cfNnw51T4sbNfzHz5s1DkiQmTJiAViXHQ62gxGzFKvdA7hWCoNLi7+NBUamVqIadnyq1ddbFCAgyBToPDxyiA7PZjOiw8TC/lIc5RchkcsCZXyEq1RTZFKTpJXSR1Xn/q+8pKChg06ZNjB49GoATJ05w69atMpoicXFxpKWlIZfLiY+PL3MPQ4cOxW6388EHH1CrVi0AHjx4QOvWrRk9ejTbt2//zecfOnQokyZN4tGjR1SqVIlRo0axatUqIiMjWb58Od9++y0AO3fuZMGCBbz++ut/Kmn21NTU39RecePmvxF3+MaNm/9SHjx4QO3atTly5Ag1a9bEy8uLhDZ90VXvAoLctfj66NR0qhPF+h2HkfuVQyYIiAjO8A2Pm+459c2Qy0TMRflYCjKoUqsRablFKJUqrKZS5Eo1MoUKAXA4bCiVakSrkeOfT+TDd97g3XffxWaz4e/vT1FREUVFRXz00UdMnjyZHTt20KNHD8qVK8fDhw9dz2Cz2Wjfvj1NmjRh7ty5ru0vvfQSq1atQiaTERwcTGpq6r80N8eOHWPp0qUcPnyYoqIioqKiUKlU3Lx5E7lc/r8w+/9ztm7dygsvvEC9evX4/vvv/9dKh924+RPwm5a/21Pixs1/KW+99RYvv/wy1atXRxAESktLKTaUYLdZUCpkSKIDa2kxDlHkQZ4BHw8FlsJMbDYbosPu0lBz2O3Ojr42Cza7SPbt81zY9gmXkhIRZHIcDqcYmlyhfNzKDxAEZAI4BAUJPSZy9MxlBg0axOnTp0lPT8dsNuPh4UFycjKSJNGgQQOAMl1ywZn34enpyZw5c8psz8zMxG63Ex8fz9GjR//luWnRogVbtmwhNzeXHTt20LdvXz799NM/jUFy69Ythg8fjlqtpnXr1jRo0IDz58//p2/LjZv/c9xGiRs3/4VcuHCBw4cPM23aNHbt2oUoiqi0nnQY/ApqpQqjvhAkEaVai9FkpLjUSkRIEOe+fYvbB75BU5oBuXcRLUYCfDyxlhThMJfgoVIRGFuH2n1fI6xcBAEeagRBhkLtgeOxTomEhCDIsDlEBLkCn4g4DOU7oA6uSHx8PCtWrMBsNjNs2DA+/PBD/Pz8mDdvHgCNGjVyPcOKFSs4dOgQ69ate8pYGDVqFEePHnWJhP0aURSZMWMGzz33HHv27HmmXskTFAoF3bp1Y9GiRf+ngmKPHj0iPDycLVu2/OGxmZmZdOrUiQULFlBSUoK/vz9LliyhU6dOrFu3DnAK3129etVpELpx81+EO3zjxs1/GZIk0bZtW1r3eAF1VC0O/nyM+xd+oiA7g6ptBxAUUw1DUQFWqw2Nlw92m52eTeJoG+dLQkXnAn/nzh2adO5Pg2HvoFbIyMvLQ+vtg3MNFEBy4LBZqRARjMlkIsdgBVFErtLgsFmQK1RIkoQAmEsL0Wg88dUKbJzRE0EQ6NSpE8eOHSMzM5Pvv/+eMWPGANCsWTMWLVqE3W6nV69eHD9+nLi4uN98znv37hEbG+vaZrPZGDFiBGlpaYwYMYJ58+YxatSop3rR/P/Cbrdz+vRpV/JsUlIS9erVe+o4g8HA8ePHuX37Nt988w39+vVj5syZjB07lk2bNlFYWMi1a9fo2bMnderU4ejRo/j7+5ORkUGdOnWoX78+DRo0oEGDBkRHR/+p8mLcuHkG7uobN27+LuzZs4dCvEhVlEeWVYxRVFC+RX9CS0tBAENhARpvP6QSA3arlQdJe2nSqwJVYyNd13juuefIS72LTZ+LWeOLUuuF3Q6CXI4g2rHbLNgtJrKLTNitJkSbiGi34OOtQ2+XIz7+2LFbzUh2O6LDikXywuYQUSnk7Nmzh6ioKJo3b86VK1coKSlhyZIlNG/enP79+5OTk8OWLVt+0yABZ/O87du3k5SURN26dQFnyKqgoID9+/ej0+no1KkTTZo0oVy5cr8piPZ/hSRJKJVKmjZtCjib+T3LILl0yanFIkkSlSpVYurUqYwYMQKAZcuWsWrVKubPn8+bb75JUlISr7/+Ovv376d27doUFRVx7tw5zp49y/r165k4cSIOh8NloDRo0IDq1atTrly5f+ne9Xo9O3bs4NKlS8yfP9/V8diNm/9r3J4SN27+i7Db7dSoUYOWLy7AofJEspm4dOkyQVGxWOxQLtCHm8mX8Q8OJSY6khOHdnJ95xc817kj27dvd31hx8TE8HyfPuw7fZ2g5sOQKdXIZIAIdocFRGc3YQQZdosFD60aQ0EWco03MqUKuUL5uJJHwFpahEKtIczfizWTO7nGSEtLo2LFikyePJkFCxYQFBREXl4eNpuNlJQUqlSp8rvPOmXKFJYsWcKAAQPYsGEDAA0bNmTx4sU0a9bMddz169dp3bo1EydOZNKkSS6Z/f8tHA4Hcrmc7OxsvvrqK6KiooiNjaV8+fKu0NLevXsZOnQoV69efSphVa/XU65cOQRBYObMmbz++utl9k+ePJnly5djMBj+sIuwJElkZGRw9uxZzp49y4YNG3jw4AH16tXjiy++eKZR9ISSkhJ27NjB5s2b+fnnn2nZsiUPHz5k3LhxLk+WGzf/S7gTXd24+TuwcuVKQkND8fQLQCGXkf7wITqdFocogCgSE+ZHlaoJFBcX8TAzi7dHPYfDambfvn0UFBQAznyN23dSiG03jNguLyNXqREEwVmBIwjI5GrkSg2CTAEIKNQa1GoVdRLiEJQqRJsViyH/cYM+0Hj6ItptnNq4hMzMTNe9RkdHs3z5chYtWsSxY8cICgoCnHkef2SQACxevJjLly/z9ddfA07j4Nq1a08ly1atWpUTJ05w4cIF4uLi+O677/7XcjG2bNmCv78/H330Efv372fTpk0cPnyY6dOnU69ePTp37szatWvp1KkTw4cPZ9q0aU9dw9vbmzp16mAwGFwJv79m4cKFiKLIrFmzXNusdgenb2ez+shtfkxKJavICDg7JUdERNC7d2/mz5+P2Wxm6NChTJw4kTZt2pCRkfGbz7Jw4UIGDx6MWq0mLS2NHTt2sHz5ct5++20MBsP/wmy5cfPHuD0lbtz8l1BQUEB8fDx79+7lZqkn+y8+5NbV8/iERSPKtSBJqOQSzapGkPEgjX07tzGxV0P0ej0zZ86kevXqrmqYKo07Ub7DWES5yikt/w9jSZKEIPD4XwgJQSZQNyaI09cf4KtVkZORiiRXovMNITjQj71LJhCkcfDw4UPOnTtXRoukQ4cOHD58GFEU8fb2pri4+N96/nPnztG2bVuys7PRaDTPPObUqVNMmzYNvV7PggUL6Nix4/8o/6JGjRqMHTuWH374gZMnT/LKK6+wYMGCZx5bWlpKTEwMJ0+eLJMHAzB79mzmzJlDaWnpMz05s2bNYtGiRRgMBuRyOT+cvc/tzGJ8dSosNgcOUWJIy0oEef8i6Hbs2DFatWpFTk4OgYGB+Pn5cefOnd9Uw5Ukie3bt/P888+j1+td0vdDhw4lKiqK999//9+dJjdu/hG3p8SNm/92Zs6cSU5ODps2baJXwwqEeYLaNwRRpkGQRCTRjsUmcuTqQ1IepGN8cJkJEybw9ddfIwgCV69eZcOGDSQnJxPbuBNWux271cLTJgm/eE4kCRAQRbiSko7dYsLTU0d0dHkku43gQB+eqxUKhixu3LhB3bp1qVmzJomJiYBT+vxJBc3IkSN/U531n+H+/fvo9Xr8/f3ZtGnTM49p3Lgxx48f57333mPixIm0b9+eixcv/ttj1q5dG4VCwcGDB1m1ahVDhgwps98hilxKzWXdsTscvJZDcHTlp8TQSkpK2LdvH8Bvhpbeffdd5HI5r732GoWlFu5m6Qnz1aJTK/DzVAMSV9Lyy5zz+uuvU7t2bQIDA9Hr9VitVgIeN0p8FoIgEBMTQ1xcXJlePB988AFffPEF6enp/8rUuHHzb+E2Sty4+S8gIyODTZs2sWDBAhYvXkyXjh3YufhVSvMfITlseKgVOGwWZHIZIgJ6q4L6DRrw7rvv0rJlS0JDQ5HJZK4md21atsLLywsPjeo3/aWCICDIBJenoSgvjwenfsRkKORhTgExcVWpGR2AIu8OVquV8ePHEx0dTY8ePWjZsiXff/899evXR6FQcOPGDVJTU6levfq/PQcdOnQgICCAVq1aMWDAADw9PWnYsCGzZs3izp07Ze67Z8+eJCcn06dPHzp06ECjRo0oKSn5l8ds3bo1P//8M4Ig0Ldv36dCRz9ffcSBSw8xmKyk55XgEdcSve2Xf3YPHz5MQkICKSkpeHh4/OY4MpmMmTNn8uWXX1JSakIQKOPhUchlmCy/hKSKioo4e/Ys8+fPByA7Oxtvb+/fLI/evXs3giBQu3btMvk4AJGRkYwbN4633nrrn58YN27+TdxGiRs3/wXMnj2bMWPGMG3aNM6ePUtiYiL37qfh6RsIghyD0YxS4+lSZvXyD6Jcq2FMnjad7777jqNHj5ZZsFpXD0cll6NSK1E8Tq4UwCntWgYBUZKQyyT6dmxKfL1m7P9yFn1q+jC5UyU2vf8i06ZOprS0lK+++gqDwcD333/PhAkT6NevHykpKVy4cIFvv/2WkpISV4VMQUEBzZo1o2nTprz//vskJSX9YR6It7c3EydO5P79+8jlct599108PDz4/PPPqVy5sqvh3ksvvcSxY8f4/vvvWbhwoasPzvr16//leVcoFGRlZT1zn9Fi53JaPiG+Ojw0Snw91NitZm7nmAGnnsro0aNZunQpnTp1IiIi4nfHev3119Fqtbw3czreWhXFRiuSJGF3iBitDuIjfMsc6+/vT/v27QGoWLEi4eHhbNu2rcw1MzIymDRpEm+88YZr24ABA54ae/r06Rw6dIhz5879U/Pixs2/i9socePmL86VK1fYtWuXa2GpU6cOjRs3xicynrrVq6BSKREe96cRBBmIdsoFeGKy2jmXkgdAbGwskiSRlpYGQK3ygQxoFoO3VoWXToXNXIpOLUPgcchGcmm3guigQ80ofD1U2KwWOjz3PH06NKV3p9b06fM8qampBAQEEBAQwKpVqwAICwtDEAQ2bdqEyWRi1qxZrF69GoVCQUlJCV27dqVBgwa88847FBQU0KpVK/z8/Bg6dCgbNmwgP79sqOIJr776Knfv3qVly5a89tpr/PTTT+Tn52MymVi5ciVVq1Zl9+7dtGrViiFDhlC5cmVSUlL48ccf+eKLL35XaO0fMRgMvPHGG7+Za2FziI/n/FfbrBZskvOf3Z9++gkfHx+6d+/O3bt3iY6O/t3xZDIZc+bMYdV339KhWjCeGgW5ejPFRistq4YRE+KN0Wjkrbfe4ptvvmHkyJGucwVBYM6cObz99ttkZWXxxRdf0LJlSxISEvjkk09YsGABVqvTyGnXrt1TY3t5efHuu+/y2muv/Utz5MbNv4rbKHHj5i/OtGnTmDVrFlZBxYFL6Ww9fQ/fqKrowipz9txFyvnrUDyRgJdETAVZ+Pv5AQJ2yblwymQylEolH330EeBcxHo3imVQvEDG3o+4snkBNlMpdocdGRIOuxWHzYokifgorAT56Dh8+DAymYzJk15l5MiR9OvXjzfeeANBEDh16pRLP+Tw4cPMmDGDJUuW8NxzzzFs2DBmz55NlSpVsFgs9O7dm6pVq7J48WLat2/PRx99hN1u580336Rx48Zs2LCBmJgYVq9e/dRc+Pr68sILLxAaGlpmu0ajYfDgwWzdupX09HRq165Nhw4d2Lt3LzExMXTo0IGSkhJOnz79T8/7ggUL8PT0pGLFis/c761VEuStobDEgiRJOEQJjacvC2ZOolOnTkyZMoXRo0cjCAIZGRnP1GRxiCLX0gvYkXSfEzezGDb6RXx8fHhz6gSGtYpjTPt4xndK4OGV49SrVw9PT0+WLVuGKIq0atWqzLU6d+6Mj48PlStX5vjx47z22mucPHnSJWanVCqfGv/QoUMuGf+RI0eSkZHB7t27/+k5cuPmX8WtiOPGzV+Y/fv3k5qaSu+Bw1h3zJk3oZTLMIc3ILaSs8T2fm4JMpkMyWbE4RBRK0BvtKJWyqld3nnM+fPnsdlsLrGuuLg4Ll26hNVqpUb9ptSuW5f0W5fwi6iMUqcDCWRyFSCQb5Wxdt8Jih5k0Lt3L4w5qezbt69MUmWlSpUYOHAgo0aNwmq10r9/fyZOnMi8efPQarW88sor2O12Bg8ejLe3N8uXL3flTBw7dgybzcbUqVNRKBSMGzeOmzdv0rp1a7y9venZs2eZOVm4cCEVK1YkMTGRJk2aPFPbIz09vYysvEwmo2vXrnz//fdER0eTnp5Ow4YNf3PeJUnCy8uLmzdvusIivXr1KnOMIAh0r1+enefSyC42IQPmTh1LlG4Yt2/f4u7duwwbNgxwhqtq16791Bj7LqaTnF6Ih1rBncxirqTlM3fBYsaPHcXEiRP58MMP2bt3L1arlUaNGrF//37at2+PVqt9KkdGEAT27duHQqFwJdSeOHHid7VP1qxZw+rVq7l8+bKrNPlfFWJz4+ZfwV0S7MbNXxRJkpDJZAwZMoTBUz7gVkYR/l4aSs02tp6+6wzV/OpYSRIx5T8iKCSEuKhwhrSoRPXyTsOhdu3ayGQyjh8/zsiRI9m0aRPt27fnZrGKut1H4ePjS35hEaVmG3aLCbWXP/CkCkdCEh3EBGp4b0hzunVoRVxcHBs2bCA9PZ3w8HAArFYrWq2WyMhIUlNTuXz5Mu3bt+f8+fNERkYyevRo0tPT2blzJ2q12nXvffv25eLFi6SkpJR5/vPnz9O5c2c2bNhA27Zty+z77rvvmDt3LkVFRbRu3Zq2bdvSrl07YmJiAGcuyN69e105F0lJSXTt2pWjR49StWpVqlSpwo0bN54575cuXeK1114jKyuLCRMmsH79ehITE/H09GTIkCHMmzcPb2/vMnNvMNlQKWRoVM/+DpTJZFy/fr2MPku+wcy3P90i2EfjMtCyi4w0iw+jQ71KGAwGypcvz7hx45g0aRIqlcp1rqenJ5988omrmqmwxILF7iDIW4P8V0bIjz/+SL9+/bBYLM+8rye/Y+AMjc2dOxdPT89nHuvGzb+AuyTYjZv/Nq5duwbA1atX0ZtsKBXOv855BhMglPlbLwgCgiDj6veLWD6uNfNeaOgySJKTk7l8+TIrV65Ep9OxceNGoqOjkVSe1HluJBn372LRF1AuyBdBrkDl6ee6piSJgIRcIccsKVnz7QqKiopYs2YNFSpUoG/fvq57+PbbbxEEgbNnz2K1WnnhhRdYvHgxkZGRTJs2jevXr7Nt27YyBgnAkSNH6N69+1PPX7duXbZs2cLAgQNJTk4us2/48OHcvn2bc+fOufrsNG3alAoVKjB06FAcDgd37tzhzTffZMCAAbRu3Zrw8HC6dOkC8MwQhc1mY/To0XTq1Ik+ffpw+fJlXnzxRY4ePYrBYGDs2LFs2LABX19fGjVqxLFjx1zz5K1T/aZBkpqaiiRJVK5cucx2o8WO7B+qbJQKOcVGKxqNhldffZXkG7dp1n0oO86nc/p2NmarHQC5XE5paSlWu4Mfk1JZ+dNN1h27w9eHbpJTbHJdLy8v75lhG6vdgdlqRxAEbt68CcDgwYPdBomb/3PcRokbN39RunXrBjj1SaqU88VgtiNKEjqlc/H7tZtTwPk1rvYJ4MSxI8geL3R6vZ4WLVoQGBhIrVq1XMd/8cUXXL2fg5eXJxWio0hJuUNqZiGCICCXy8sslM4/ObsC30tNIyUlhVatWvHNN99w6tQpTpw4gd1u57XXXmP06NEEBwcze/ZsKlWqxAsvvMC8efPYv38/u3fvfmrRy8vLIy8vj0mTJj1zDoKCghBFEYVC8ZT+B0BUVBQjRoxg7dq1PHr0iF27dlGjRg0SEhI4e/YsWq2Wbt26MXXqVERR5P79+0RGRro8Kr9GFEVOnDjB1KlTGTduXJl+MDqdjoULF1JQUMDevXux2Wy0atXK9azPurcnnDx5Eo1G81QYJchHi1wuw/TY0BBFCYvNQWyIN/n5+fTo9TwbE1M4eSuLnGIzx29ksvnkPewO0ZUwfPl+Prcyigj21hDso8XmENl1Ls3Vmyg/P7+Mh8Uhimw+kcKUb08y4ZsTfLD5DJ269UKpVDJjxgx3kqub/3PcRokbN39R5s2bBzh7o5TzkpFQzpttBxLZfuQ8kiS6uvQ+EV4VEGlULYaXX34ZcH6hR0VFIQgCubm55OU5K3Gsdgd1m7Qi0MeDrOxsykWUI7JCDPbHVTd2m4UnJo+A4KrsqRLuy/M9uhIbG8uNGzfo1KkT5cuXZ/DgwUycOBFJkli2bBmJiYmsXr2ar776ii+//JJvvvmGAwcO4O/v/9QzLl26FF9fX1cPmV9jtVoZMmQI9evXJz4+nqVLl/7ufAmCQEJCAlOnTiU5OZnvvvuOWbNm0bVrV5YvX87y5cu5d+8eJSUl3L59+6nz1Wo1u3btYvHixS6xs2fRsWNHzp8/T15eHt27d+ejjz5Cp9PRoUOHpzw64AwH+fr6PrVdo5TTvV40ZquDnGITuXozdWMDMeWnI0kS4RWrU1hqIcRXh5dWSaivjpxiE2m5BvR6PRs3buTWoyK8tSqXEemjU1FYasFgsgFQWFhYxjN16PJDdl94LJJmt7D/1FVCmw7g0aNHGAwGvvvuu9+dYzdu/qe4jRI3bv6CSJLERx99xJo1axAEgdCQYAY+14YiUYPOPxi53PkVL0oSCAKCZOfW4XXEVYggJyeH6dOnEx8fT0xMDJmZmYSHh/Piiy9yM6OIL/ZfZ83R23QeOpnCzAdk5pdgQ4tMpkQmV6CQbEgOh9Poefx1H+GvY+JzNahduzY5OTlMnDiRLl26kJqaSlpaGp9//jkNGzbEZDIxbNgwvvzySw4ePMjcuXPZuWc/2RYVx29k8iCvpMzX+NatW2nSpEmZZ79x4wbjxo2jTZs2XLhwgX379uHn54dSqWTIkCGYzebfnbtx48YxcOBAV6+fmTNn0q1bNxo1asT27dvx8/Mro2j6a2JjY9myZYurud6Td1FSUkJmZmaZe/f39+frr7+mpKSEVatWkZaWRo0aNYiKiuKTTz553LAQjh49+pvjVQjx5qWOVRnUvBJj28fTtnoEO378ER8fH0w2B9IzQvPfrFoDOBsR7tr2PRb7L/oudoeITBBQK52GZGFhYRlJ/qPXM9Go5JQairl08SIqbMTVbYao1PH1118zffr039Rl+T3u379Py5YtXXPmxs1v4TZK3Lj5C3Ly5EkKCwsZOHAg9+7dQ6lUUrH9cFRqD2xmE4JkRyY5kEQHVXwdfDSyBbOGdmTJkiV4eXmxYMECOnXqxIULF1CpVMydO5fd+w+x4+xdPNQKgn20VK1UHrVgJ/nEbkpKSxAQcdjtSHINMgXYSvU0rhzEh0Pq8/X4Vvh6qAkICODYsWPcu3ePw4cPo9Vq8fHxQalU8vPPP1O1alW6du2KQqFgypQpbN+xm+NpFg5efkhSSg6bElM4eSsbcIZLbt26xYsvvljm2d944w2SkpI4ceIEbdu2Zc6cORQWFjJp0iTWrVvH1q1bf3fuIiIi2LhxI7GxsQwcOJCtW7cyb948FixYwOeff86RI0cICwv7zfObNm3KJ598QtOmTQkODkatVuPt7U14eDhXrlx55jmDBw/m1q1bpKamUr9+fZcQWnBwMElJSaSkpPDiiy+SnJyM3W4vc65KISfMT4e3zhlmOX78OLGxsUQEeCIgYbM7jRuLzYEgwFcff8ioUaP44Ycf2LFqKZcuXSFPb6Ko1EKO3kSDSsFoHhslxcXFZaTtZYJAbk4OycnJhISGUqNGDWSCgATUqlWL0aNH8+qrr/7u/P4jkiQxduxY/P39adu2Lfv37/+Xznfz98JtlLhx8xdk8eLFzjwLQcDqgOf79MEnrDxyhQIkCavZjN1mRQB2bfqGmEAtI0eO4MCBAxQXFxMaGsoPP/zgut6wYcMIiqzEyZOnXF/RCrmMhIR4lJ6BhAf6UM7fA9Fmxm41Y7c6SD+zg2nPJVCrQjAjRoxgwoQJgHPxWrlyJSkpKQwePBg/Pz9sNhshISEsXbqUPn36MGLECHbs2IFVG4zeaCXUV0uQt5YgHw1nbmdTarbxww8/IAgCzz33nOs+79+/z86dO0lNTWX9+vUcPHiQ3r17A7Bs2TLi4+MZNGjQM+fMYrFw8+ZN1Go1kZGR3Lp1ixo1avDNN9+wfft2Fi9ezNGjR4mMjPzD+R84cCA3btzgypUrGAwGGjduzLhx46hZsyYApWYbSSk5HL7ykNRsvcuDEh0dzdatWzGZTDRu3Jjc3FzatWvHsmXLWL58OdWrV0epVCKXy/Hw8CA0NJSqVau6xN5mzZrFuXPnqF+/PsE+WtrViKDYZCW32ESpxY7hzimK87J46735BMfVZ+pb77H54xnY8lKpEOxN74YxNIkLcT2HXq8vY5TcPLGT3IIiysdUpEJMLAWlVioEexH8uNHf7NmzuXLlSpnfnT9i9erV5OXl8f3337Nt2zaGDRvG8uXL/+nz3fy9cJcEu3HzF8FutzNkyBBXs7kzN9I5c6/Q+YVsLWXTwVMERsUjE8BkLEXn4YEoCVxeN4toPw0nTpzAarWi0+lYtWoVgwcPRpQkrqUXcjk1j+OnzpKUfIdXhvdzVWScuniNpMs3qFqnIbn5RZjNFgICAygqLOTc+g+4k/QzmZmZ1KhRA7VajcFgeKqaw+FwcOPGDRISEti1axeDBg3ixx9/pE2bNvxwNpWH+aX46H5JtszRmxjcrBIjBj1PRkZGGe/DgQMHWLlyJR9//LHLmzFs2DAOHjzIw4cPqVSpEhs2bKBBgwauc7755hveeecdcnJyCAsL4/79+7z77rvMnj3bdczVq1fp168ftWrV4rPPPntmfstvcejQIVdpcW5uLioPb9Yfu0OJ2Y5CLmC1izSsHEzLquGuc0pKSvD398fX15cqVapw7NgxgoKC6NevHx9++CFXr17l+vXrpKSkcP/+fR4+fEhOTg6FhYXk5eUxePBg1qxxhmnMNgd6oxVfDxWhwUF06jeCOp1fcJVrnzmVyO4v3ibx54PUqVOnzL23aNECuVzOwYMHadasGefPn+fd5T+Q6fDB5hCpHO7LiNaV8fP8JcTz8ccf89prryGKIpcvX36q38+vyc7OpkaNGuzbt8+lw3Lnzh0aNmxIu3bt2Lhx4+/qpLj5r8VdEuzGzV8dm83GoUOHAGjStgtHb+ahVTlDLWpPHxxGPZLdiiQICDIFDhGqlPNh7+ZVnD59mvnz5zNv3jyXuilAUkoOe86nUWK2Ub1GTbS+Qew6moTBZOVhbjGXkk6RffMMj3KLKC0pwW4zk5ubh81mx24qwWg0YrPZGD9+PMXFxc8sL5XL5VSrVo1bt24xevRojEYjZ86cAaB8sBdGi83lSbDYHChkMvw81Zw8eZI+ffqUuVaHDh3YtGlTmfDKtm3bGDVqFDKZjDFjxvDVV1+VOefRo0f06NGDkpISPv30U5RKZRmDBKB69epcuHCBkJAQ1yL6z/LEIAF4+PAhV9IKKLXYCfHVEuDlrHpJSslxJZcCjBgxAm9vb5o1a0ZxcTEA/fr1Y/PmzXh6etK4cWNGjRrFvHnz2LBhA8ePH+fWrVvk5OQwf/58Nm3a5Mqd0SjlBPto+Xbl15SUGqnfZQi+HmqCfbSE+Opo0rQ5TbsNoVmzZk/lg+Tm5pKdnU10dDQ3btwgOTmZN0d05eORTfh4ZFOmdKvxmwaJSqWiUqVKvzs3r77qVPf9tTBcpUqViI+PZ8uWLfTv3x+TyfQ7V3Dzd8NtlLhx8xdBq9Vy+fJlFAoF6YVWUu7eJ6/YSK7eSEZmNg6Hg6s7PiM+1BNjXjoxqkLmDGxA9WrVmD9/Pm+99RaffPKJK9whShJn7uQQ5K3FQ6PEx0NNbKCae3ducvf6JT6f9ybZ104gGQsxFmbj5etLQHAY4aHBNKhWkfCoCoCz185nn32GWq3Gbrczf/58GjVqxNKlSyksLATg4sWLtGnTxtXFeObMmSQlJVE1wo+YEG9yis3kFJswmG10rhPJ7ZvX0ev1vPLKK+iNVg5eTmfl4RvsvfiAotJfhL727Nnj6vcCzoqi27dvc+DAAdcxUVFRFBYWolAoOHbs2G96QbRaLR9//DGrVq1i7NixjB8/ntLS0j98L3a7nTt37jBlyhR27txJvsHsCoEByB93Ui41O42SBw8esG3bNr788ksCAwPR6/UAvP322+Tl5ZWp0JEkiTy9maxCIw7RabhNnToVnU7H+PHjy9zHzJkz6dN/ECKyMuN7aJQMGvkSUVFR1KhRw2XMHDhwgJs3b3Ljxg0ePXqEn58fS5cu5caNG8hlMlfeyROGDh3KlClTmD9/PqdPnyYyMrJMkuw/sn//fi5duvSUAQgQFxdHVFQUKpWK1q1bk5OT84fz7ObvgdsocePmL8SQIUOoWrUqNdv3455BxuHkRxy4/JAz9woJKV+V8ArxrJ81iNxDyyi8vBed2um5mDZtGvXr16ewsNDVzl4UnUmSctkvntQWzZpiMRSy+suPadK5H+Pf/YzmfV7CbjTQo2FF2laPoF2NSIJ8NMgFqYz+xhNtjoMHD/LGG29w+vRpKlSowPDhw+natSvgDLVMmjSJdu3a0bZtW+xWC11qhuGjv8W5HStZ8cZQasWGU6NGDZRKJZ7ePmw6cZerDwoRRYmbDwvZkJjiEgl77733qFu3LhqNhsLCQr777jv8/f3LlAdHRUW5Gg1evHjxDxvftW3blitXrlBSUkKtWrU4derU7x4vl8upWLEiYWFhFBcXUyHYi9JfeX/MVjtKmQx/L2fp7YABA4iJiaFPnz6EhIS4DJ/g4GBiYmJci7jZamdjYgpL91zls33JfHngGvkGMzKZjLlz57J69WqXlPx3331HYWEhny1dgodGQanlF6+MwWSjQogPFy5cQBRF6tSpQ3JyMl27dmXAgAHIZDJmz55N48aN2bZtG1WrVsXDw4NmzZrx2WefUVhYSO3atdm0aRP79+9n2rRpNGjQAK1W6+qL8yyMRiPlypVDq9U+ta9OnToUFBSwdu1aOnToQKNGjX5TQdfN3wu3UeLGzV+EO3fucOnSJR4ZFVg9QpHJZI/zBgSUKg0+AYF07/8CosaX9PR0l+LrE3r27Imnp6dL9l0hl1GlnC+5ehOSJCGKElkFJZTkpNF1+GQ6tWlOsK+Olg1qINd6cunmfZQKOYWlFnx0KgRjQRmjJDExEZPJxMGDB+nRowfr16/nzp07JCQkEBcXV+bY3bt3o1Ao8PHxwcPDg1dGv8C5kz8Tn1CNpUs/5fTp09hsNu5n6yk2WQjy1qBRKQj01lJitpGaY8BsNpOUlORaxH19ffHx8WH37t08fPjQNVZ0dDQPHjwAICUlherVq//hXPv6+rJ69Wrmz59Pr169eOutt35XAO3XxEf4USXcl5xiEzmPE1C71o1CpZBz5swZTp8+zfr16wFnt+RflzCPGTPGVZ1y5Nojfkp+RHaRkVy9mQt389hwPAVJkhg/fjx+fn6MHj0agBkzZtC7d2/8fH3oUjsKi81BdpGR7GIjAZ4a6scGodPpuHTpEqmpqdSsWdPV3LB169Zs2rSJDRs2kJmZicFgYO7cuYiiyLRp0/D39+fevXvcvn3bFaoSBIHRo0fz9ddf/+Y8dO7c2fn7+ujRU/uaNWtGSUkJgiDw3nvv8fbbb9OqVSt+/vnnf2qO3fz34k50dePmL0KfPn2oWasOl8QK6CVPZDKBJ399BcFZztmuRjnKaawM7tz4qaZsgwcP5ty5c9y6dcu1zWixs//SA1Iy9Zw7l8Sp/Vsx5GXQftAEunVo6TpuxdotyG0ljBwxnHB/HfUrBtOicQO+/fZbV77A5MmT8ff3Z9asWU/d+5dffsm0adMwGAyube+//z5z587l6vWbXMm2czfLAAJE+HvwXL1ovHVqxk9/j+hGzxHq+0uFSFaRkQ41I9j+3TIWL15c5pqdOnVCq9WSmJhIbm4u4BRZ8/T0xGg04u3tzaeffurqCfPPkJWVxZgxY8jIyGDNmjUkJCQ887hFixaRlZXFokWLkCSJXL0Zo8VOqK/WJTFfsWJFQkJCOHHiBAA7duygb9++rt4zT/oDzZ8/n2vEUmx2IFnNWG1W7HYRuyAnfddiDIX5FBYWYrPZ+Oyzz3jllVfIz893ibAZLXYyCkpRymVEBnqU6XfTt29f9u3bR3FxMTKZzJWEfO3aNeLj4596Lg8PDxYvXsxLL71UZntBQQExMTHcu3fvN0Niw4YNo27duq7KrCeIoohcLufBgweuaqeff/6ZAQMG8OGHHzJ8+PA/eCtu/uK4E13duPkrsnbtWjp37szmzZu5ePEica36oPAMcKq0/vqTwSm2ikOUqFOtMsuWLaO0tJQff/zRdcidO3eoUKFCmevr1ArM986w4NXnOXdsP+16vUDHQS9z70FGWSEwP18uHNhMiOU+batH8ODubTIyMlwdY0VRZNOmTWXKd8GZE6E3WQkIDsUuCVxLL+D83Vxyip0lsTabjTSDnJQsPcE+GoK9NTwqKOXwlQwAVi5bxNq1a/lh72FKjWZMVjtyQSA6yIuvv/6aHj16lBnvk08+YcWKFRQXF/Pdd9/x1ltvMWjQIERRJCcnB5PJVCYx9Z8hNDSUHTt28PLLL9OqVSvGjBmDw+H43XMEQSDYR0v5YC+XQbJ582ZSU1Nd1VPgDC39WpdEpVIRGRnJ66+/zvUbt8nNySEvLw9jaSmiaEepUNGkaXNGjBjBokWLCAkJ4ZVXXqF79+5lVGF1agWVwnwoH+xVxiC5cOECW7dupVmzZq6ql/j4eCpVqsSECRO58bCQvRcekJSS4woBmc3mMtVMT/D396dLly6sXLnyN+dhwIABbNy48antMpkMjUbD8ePHAWeCc2ilWny1aS/zPlrGrFmz3JL2f1PcnhI3bv7E/LrHzOYf9nDTGkxKZhFZxWYkUXS6SB7jo1XSv1lFejaogEIuY/To0axZs4bU1FTCw8MJCAigYcOG7Nq1C5lMRnJyMs8//zwpd+/x3Mvv07xNBwK9tehLzazb+TNaOXh5e1BQXIohNwPp7hGuXb5Aly5dyM7OZsyYMYwZM4YFCxYwZMgQIiIiqFKlCtevX0cQBIpKLew+/4DMQiPZuTkcPpLIgL69kD0Wvm9WKYDGCVF8vPMSnloVKoUzsVKUJNIy83lnSHNOJD/g480/8aigFAkZHpiYMaQt4d5KqlSpQlpaGlFRUehNVhwOCV8Pp6T6iBEjsFgsxMXFERcXR0JCAsXFxbRs2fIPDYrfIzExkebNm9OsWTPWrFlD+fLlAWcPmZYtWzJlyhRGjhz5zHMDAgJo27Ytmzdvdm0rKirCz9+fR3l6RARCfbUs+/RT3njjDb7Zf4UDV9LRPjZqrHYH5fw9mNW3rsvQOHLkCK1btyYrK4uQkJBnjgtOD8yIESPYsGEDkiShVqspKSlx9e/ZsmUrUxZ+w4tT38HLQ4PVJuLjoeK56kGEhwZhs9lQKBROFd9f/c7duHGDli1bsm3bNpo1a/bUuBcvXqRRo0aUlpaW6RUEUK5cOfr168f78xawMTGFwscJzCazmf1rPiHaR8bKlSt/N5nWzV8Wt6fEjZu/Iu+++67rzw2bNKOwxIKnVoXDVIT02D0iCGAt1dO3biC9GjoNEoCvv/6amJgYGjZsyNSpUyksLOTgwYMu8bAaNWrg5eXFqYvXaNG2EyG+Tje/l06DTC5H0npjVPijCYykauMOtH31E77feYCffvqJwsJCRo0axSuvvMKMGTMwm80kJiYiiiJjx47FarWy+/wD8vQmgn00KBRqdIERCECIrxY/TzWn7hYgV6ooys1yqZIC2OwiuVmP8A4sx4nbeXRqXp/RvVpTv2IQ+qJ8urRrRf369YmKiiI0vBw7ku6z/MB1vjns7ISrN1r59ttvWb9+PW+//TYDBgygevXq/PTTT8/sMfOv0KxZM7y9vblz5w41a9bEZDJhs9no1KkTHTp0YMSIEc8874MPPijTOyY1R8/qo7f45ngaNfu/yfL9V9mYmMI3h2/Rd/BwzGYzYbICqkX6o1bKUcoFIgM8GdS8UhnPx5Mmir+uNvpHli9fjq+vL7t27aJnz574+fmhUCiYPHkyAHqjFSGiFtENu5J08QpalYIQXy3FpVZ2Hk1CoVBQahX54WwqH+28wteHbnAn01nGHB8fz5o1a+jTpw93794tM25qairdunVj1apVyOVycopN3M8xuBoMRkREcO3aNS7fz3f18Anx1VEuyJceo6dhtUu0b9/e1ZPJzd8Dt1Hixs2fEJvNhsPhKJOfMW3CS5jNJnJy8ynOfkiolwLBYaEk+wEPD37B9hWLyixYAKdOnSIvL4/Fixezbt06LBYL3377LSUlJXh5eXHo0KHHia+/OEXvZRYgV2oIDCmHIDkQrSYEmUCx0crlfCU6nY7du3fTqlUrPv/8czw9PYmNjaVp06acO3eOHTt2MPG16WQWGfHzVCMIAnaZErvFSHZhKUaLnXtpGaxZvwG52oMLh7agN9koKrVQbLRSUGKmJO0yodGVkJBQyGXIBIE6NRLo3bs367buwmaz0bRpU87eyeFmRhHBPk412FyDmf2X0p85p+fPnyciIuJ//G5UKhXZ2dksWbIErVaLKIqUL1+eLVu2sGvXrqeOt1qtvP/++0yePBmdTkd2kZGtp1MpNdkpKrHiGRzFo3wDQd4aTFY7R2/mEBUVxfLPP2F8pwTGtItnRJsqTOhancrhvq7rXrt2jcjISDw8PBgxYsRTY1+5coWKFSsybtw4hg8fTmFhIR06dMBms/Huu+/y1VdfUVhsYOOJFJIfFOIfEEhusZHkB/nOTsNygRt37uPp5cW20/dIzTEQ6K3BIUr8eDaVrEIj4GxA+Pbbb9O1a1dXCTjAhg0beO6553i+bz92JN1n9ZFbbD19j68OXOduVjFxcXHcv3+fzCIjOvUvXhSlXIZcLufTL1fQrFkzGjduzJ07d/7H783NXwO3UeLGzZ+Q9957j/DwcLp3745Op0MQBDZvXM+u1UvJN9rxKVeZHL2FckE+mB9d50Hy2WcuiE8qUjp06MDAgQORyWQMGTKEzMxMNBoNwcHBvDnlFWQOKwUGM6IkcfPeQ0BCBATJgcNmIy+vAK1Sxskrd5g5cybTp08nMTERoEzJp8PhwOFw8PWKr7h39y6PpTXw9VAhV6rJLTby47GLHLlwi6Doqkyb+R57v19Fn0bliQr0JMxPR6+GFbh38RghQX7PnJta1aui0+lISEjg+sMil+EjCAIBnmrScg2YbU+HaG7evEnVqlX/R+8lKyuLvLw8pk2b5grTqNVqvv/+e5YtW8a0adOeOmfcuHEolUpXV+drDwuRCwKeWiVFRgs2ox6D0UKpxY6vh4qMAiNdu/Xg4MGDaFQK4iP8qFk+EF+PX7r5/vjjj9SqVYtatWpRVFTEyJEj6dGjBxs3bsRoNNKzZ09q1aqFv78/6enpfP7558hkMvz8/LDb7bz22mt4enoyfuos9EYrEQEelAsLxW418ygrl8JSC1a7SPb9G4RGV6agxEKglwaZIKBTK5DLZFx7WFDmGTt37kzz5s2x2Zy5KAEBAU4134eF3HzkNByDfbR4qBXsPv+A6jVrk52dTWSgJ6WWX/JqLDYHcpkMP08NH3zwAWq1mmrVqrnyT9z8d+M2Sty4+ZPx5Ms6JyeHq1evcvjwYSRJolLVGsS36EFogDei1YjVaubew2wykk9is1kpKSlhzpw5ru6zACdOnCAnJ4dVq1aVGUOj0bBnzx5sNht79+xmxgsdWPXVJxw4cpKC3CyUVj1qhRxBkKFSq7HZrCTfuIVo0nPs2DF+/PFHPDw8AFxloRkZGbRo0YIXXniBKRNf5YfvPmXV5h85d+UGOpUCQZDxMKcQq0yLd0gU4eXK4VW5CSqtB2uXL6VHgwo83yiGSmG+pKamEh8VTKivjqwiI0WlFrIKjYT7eRAV6InFYiE0NBQvjRJbmS64EiqFM9zxa4xGI3fu3CEjI+N/9G6WLFmCTCZjy5Ytri7DT+jQoQP37993LcoAeXl5rFq1ikWLFrkSS0VRcqUCaVUK5EolVrsNJLDYRVLv3GLzxg3k5uaybt26p+5h7ty59OrVi1GjRnH8+HEUCgXLly9nypQpDBo0CB8fHxITE9m1axdnz551lYCD01B4kli7cOFCDhw6jMViQaWQUynMB//AYHLyC8k3WKgbG8jDW5d+M1fl17kl4BR/u3btGuPHj0eSJEJDQ8nOziY1x4CHWuk6XqNSYBNFqtdpSElJCTWiAwjzc3qQsouM6I1WOtSMIDszg6ioKO7du8ecOXN4/vnnnzkfbv67cBslbtz8yejXr5/rz2lpaaSWqGny8udE9nwTm9IHu0PEYbcR4KEmulwY5Ws1B5xekXfffRedTkfXrl25cOECr732GrVq1SI0NPSpcerWrYtSqUSm9eGVj7bgF9+CK9dvcXbTR/jolIT5eSDJlciUGvz9/XE4HAxtk8ChQ4cYO3YsEyZMICIigm7dunHz5k2aNm3KwEGDGTbhLap1GUVQ1SaIcjVnr99n9frNmIrykAQByW5GLRMoNtu5/aiY5wcO49NPPwWcDeKOHTtGdnY2jRo2oG+TWNrVKEdMiDfta5ajT+MYFHIZVquViIgIGsUFY7Q4KCy1oDdayTWYaFQ5+Kkw1vDhw/Hw8CAxMZEjR478W+8lKyuL5cuXI0kSdevWfWpR1mg0REREcO/ePde2QYMGERoaytixY13b4iP8sDpETFY7kQEeKNQe5BUa2Lz3GCvWb2fTZx/QunUrxo8fz7Bhw7h+/brr3IEDBzJr1iyWLVvGl19+WWb8hQsXUq9ePUJCQsjJyaFLly5l9pusdrx8/BAlSM8roVXXPngqJBITj2Oy2gn01tK6XhWKHt6hQaCJttUjyMjIoEJ4AAFeGnL1ZhyiSKnZhkOSqBpR1pP1RG8lKSmJxYsXExISQlZWFoFeGiy/8lw5RAlJkmhYrzaiKKIvzGdgs4r0aRzLc/WiGdUunkvH9xEbG4uvry+PHj3i9ddf56effuKtt95izpw57sqc/2IUf3yIGzdu/n9x7do1zp496/o5snFPVp16hC6oHALOFvIFBuc//oLag0dZ2eTn5bNr1y66du2Kw+Hg888/Z9myZdSrVw9Jklz9cp5Fy7YdsdcewpVMEwpPf0ITmhBSuR4/fTWZTTv3c+7g9yg9A3hUmEOXBhU5tnsTo0ePZsyYMbRo0YLz58+za9cuhgwZwtKlSwmq1or9l9PJLjLhFRxFuXLhNK9Rnp9OnCHHrEKrVmMoNFBgNiPIZJTqvBjRsT2rv/oEmUyGJEnI5XJEUWTLli0MHz6c2hWCqF22khm73U5ERAQVgr0Z0CyWi6n5WO0OqkX6lcm7AGc/mq1bt7J+/XrWrFlDr169yM/Pd3kuzFY7J25lcTOjCE+NkiZxoVQK83Gd/+jRI2bPns3WrVtp2rQpCxcufKaeB0CVKlW4fPkycXFxXLt2jUOHDvHtt98yZcoUBgwYQIMGDSjn70G3utEcu57Juas3sZmN6Ly8EdVeeKg8GPf+V4xun0B0kBfHjh2jWrVqKJVK7HY7giBw8OBB2rRp88zx27Vrx8qVK8s0uSu12Nh3MZ3UHAMGg4laA2eyaMclJBE6jp/Ljyvm07pFcwwqDV6enmhyr/LBzMP06HCW/Px8qsbH07tRBY5ee8TdLD0+OhUdakWU0Y4BMJlMCILAzp07ady4McHBwdy7dw+drQAPjYLsIlOZBoV+XlrUajXHjh2jT58+lA/2QhRFhg4dyvr163nllVfKKPNWq1aNU6dO0b17d65fv87KlSvLdDh289+BuyTYjZs/EUlJSb9oQggCHWZ9DwoNksMGggxw5k5YTaXIFAoEQaBxRT9e7taQUL+y/0DfuHGDqlWrPvOrsqDEzKlb2aw+eJkCiwCi80tWkMmQgMJbZ7m18xPnl2p2LiHxjRk24Q32797JZ+9PY+qYgQwaNIjy5cszdOhQCgoKSL51l703Dfh7qkhKyeXy+bOERkRTKy4Gb5XI9pO3CQ0JwmS2UFxUiEarxW618vOi4ciQSEpKonr16igUCk6cOEGLFi14++23n+qd8kR4y2Aw4Onp+Ydz+qQRXUpKClarFX9/f3r27MnatWuRJIltZ1K5l63H31ONzS5iMNno36wiUYHOa//www+MGDGCmzdv/m7ZLTi1SMaNG8fIkSP58ccfSU1NxdvbmwoVKlC3bt0yzQKvXLlCr1c/oF6brviGluf65fP4+gUQEV2e+HK+vNQxgfDQEIKDg5k/fz7ffvstZ8+e/d0Q1I4dO+jTp08Z9dkfz6aSkqUnyFvDtfR8zt3MIDI0AC+tCpPVzvXzp1DfP8SOXfvQqeWcSEykVatWPHr0iMjISPbt20fbtm3/cJ6Tk5OpUaMGoihy/vx5OnXqxMiRIzl27Bj7Dv5ESnYJxSYrFYK8KB/shSAIhIWF8cILL7BgwQKysrJo1KgR2dnZbNu2jc6dOz9znK1bt9KnTx+qVavG7t27iYqK+sN7c/Onw10S7MbNn52cnBy6d+/u6rQryOQo1JrHqh4CILh0SVQ6HaIkEBnkTWhwEN+fuuvqB/OEoqIiwNkB99cqrqUWGxsTU7iTWYygcmpAyORyhMdf14IgUKF2cyok1OXhw4eUq92O4ZNnc/yng7Ro2YoVO04i9w5Fo9EwatQo9uzZg0ql4oXhIxEAuUyGXBBQKFVYLWYsdgdKtZaSrLso5AIBPh54e3tiMhqpE+mJv68PQ4cOpXbt2i4ti6ZNm/LZZ5/xzjvvsGPHjqfmCfinDJJz585x8uRJVy6CSqVi3bp1rF+/nlOnTlFstJKarSfER4tKIcdDo0StknP5fr7rGj169KBatWquct7fo1+/fiQnJ6PX60lPT+f111/nq6++4sGDB2UWWaPRSIsWLYiuFE9MbGWUcgGr1YaPtw9IYLaJ7Ps5kfz8fPz9/enevTvPP//8U3ks/0iLFi2w2WyuUIrV7iAlS0+gtwZBEMgqMuOwW0lLf8i1q5fJeHAP37DynEy6xORXx/HO229z5swZV0WP3W6nfv36vznevXv3eOutt6hTp47LM3f16lXq1q3L8uXLWbt2LQqFgi+WfULd2CDaVCtHhRBvV+irXLlyJCcns23bNqKjo1Gr1dxPe0CFGo3Ye+EBp29nuxoZgjPBt1+/fvTt25dr167RokWLMuEyN3993EaJGzd/EkaNGkVWVhY2m41du3Yh2m0Ee2ud7kpB5jJIJEASnaWy8ZEBeGtVWO0iD/Odjd1EUWTy5Mk0a9bMVZUSHx9P7969MRqN3MvSU2pxEOClIcxP+/iav3y4CIKMQG8NfcZMQ6HW0apbPwy5j1CrlMSWj+RC0inqtevFu+++y9GjR0lISMBqtXL5bCIFOZmUmm1EBHqi0npidYBaIVBqtZNyeC21w1V4qFVEhgQRKitkyeQB5Ofn8+HCRZy/m8vGEykcvPyQghIzL730EgEBAfTo0YPQ0FC6d+/OmjVrSElJKROe+C3S09Np164dNWvWpGHDhq7tPXr0oE2bNnTv3h2HQ3wqN0QmCDh+lSwsCALly5dn9uzZ5Ofnk5aWVkYA7R8JCwvjq6++wmQyERMTw8svv8yWLVvo2bOn65jmzZujVCqZ8fII7CLYbA5EUcTD2xtPrRIBmPXGdLy8vFzlsK1atcJsNmOz27mWXsDu82mcupWFwfTLou3r64tcLneF7GSCgFwmID4ugxKcD4ROp0OpVGIsNWIoMSDanb9zy5cvZ968eTgcDvbt2wdQJkSSkpLCG2+8Qe3atdFqtcTGxvLVV18RGBjICy+8ADhzlU6dOkWvXr2YOHEiBQUFLFq0iKtXrz41V5UqVeLo0aP06dOHYcOGcevWLc4/NPJjUhp3sopJvJnF2mN3KDXb+P777+nduzcvvvgit2/fJjY2ltdff52mTZty8uTJ3/lNcPNXwm2UuHHzJ0CSpDIlvYsWLQJgRs/agPj0CYIMZHIe5JYgiiISEnKZwLp16/Dz8+PLL7/kxRdfRCaTceXKFbZv386xY8fw8/Pjm+9W8SQyWyM6CLlMRJIkJAQEmYBGIaN6lD+Z+U610UoVK3H06BE6d+7Mrt27qVGjBjt27ebVt5dwJM3Ba8t+oFy1pnTo2JHv5k1GJhNQymUoRTPGnFRqlg9kYNOKmPPSiFUW8PHIJiwd1ZTNCyYR6O9DxYoVSUwp5vDVhxSWWEh+kM+6Y3fo+FxP8vLyKFeuHP379+fevXuMGTOG5s2bI4ribyqziqLIxIkTKV++PEajER8fn6eO2bFjB4WFhdSvlYCPGvIMFkRJwmJzYLTYqR4VUOb47du3ExERwRtvvMGQIUN4/fXXf/d9iqLIgAEDmDt3LseOHaNFixaufRMmTODKlSucPn2aZlXLUTXCl2JDKWpvf2RyOV4aJfmpV7hy/gzLli2jQF9Kvt5EeLlyCILAip2n2HUujXvZek7eymbdsduUPPYmlJSU4HA46NOnD4mJiSjkMurFBpGjN1FqseGjBplMQVCAH7GVqxBbJQFr3n3q1UwgKyuL7OxsCgoKMBqNFBUVIZPJUKlU6HQ6VCoVlSpVYsWKFYSEhPDJJ59QWlpKXl4eBw4cIC0tjerVq9O1a1eaN2/Onj17mDZtGo0bNyYiIoKhQ4c+1dRQpVJhMpnYvn07y5cvJ99g5np6EaG+Wvw81IT4aCkx2Vi2ZhsDBgxgwoQJ1K9fn6tXr7Jnzx7Gjx/PypUr6dGjx+8aim7+OriNEjdu/gRMmjTJ9edPPvnE1S01LsKP5K8nYLcYESQRSRKRHHYkUUSyW7n3KJ87mcVYS/R0bNmQoUOH0qNHD4qLi5k6daqrPLhHjx7k5OTwxhtvsOKTD9m4YQPJN26hkMvoUC0cU1EOtpJCakYH0L1+NLmFBg5tX8uhfbtJPnOEKjXrk5mVTYnRhN5oBUHA5luBu1nF3C2wUaXri7Qa9S76ogLuHlrF8NZxxHGfe3u/pFu9aBbNcXbZHTJkCBNefQVjaQklJSXk5OTw4ZLPuJulJ9RXh1opRxAEftxzkKuPQygffPABn3zyCcnJyZjNZs6cOQOAl5cXs2fPLlMCffDgQYKDg/nqq69YtmwZH374IUlJSU/Nt06nIygoiKysLCb2a03Bg1vkFpux2Bx0qBlBTIgXd+/epV+/fuh0OkpLSzl16hQrVqwgMTGRzMzM36wAMZvNDBo0iM2bN1OzZk3i4uJc+7Zv386yZctYu3YtsbGx6NQKhreOIzA/icLkn4jRGVm3YAoLpo5ErtRQHFCbBmMW8+qKI8z5/jwhFWtw7tZDwvx0+HqoCfbRUmKxc+OhU7Ts/fffx9vbm86dO9OyZUuWLVtG47hQOtaKRKdSEKJ18OjiQcL9PfDUqpAZMrh1ZAsT561gzdHbnL6dhfVxibWHhweSJLF+/XoGDx6MKIouI2Tfvn2MHTu2jBflxIkTDBs2jO3btzNy5Ei6devGmjVr+Pzzz/Hz86O4uJj333+/zFydPXuWbt26uXoYlVrsruaST7h79w5Lv1jB1KlT+eCDDxg/fjwvvfQSlSpVAqBLly4cPHiQMWPGMHLkSHdlzl8ct1Hixs2fgEWLFlG3bl0ApkyZQv/+/dHr9QA8enCf6z8uxRWxkMkQRTtqJZgtFk4mHufdsd3x8fIkNTWV1atXo1KpCA8PR5Ik16Itk8mYNfttdh05S3BYOY5duc/X3+/FarNybdtHNKscQIivB4WlVs78tIsBHRthNBo5sXU5XZvX4ejJJBo2asKJ7V8TGl0ZhyhRVGrBYnOg8fDieoaeLiNfZ9HChYT4ebJ0ySIyMzPR6XR89dVXfPHFF0yYMIFNmzbh4+NDUFAQOp2O+o2aIAhgMNk4fzeXXUeSMMs9qdtlCHK11hUWeML27dvx8vLilVdeYeHChWg0GgIDA9FoNHTo0IHGjRtTUFDAuHHjGDduHCaTyWXIgNMr5RBFFAoFo8eMZfiwocx9tT/7l01jSNModq//iujoaCpWrMiZM2cYOHAgcrmc4OBgli9fDji1ZL799lvMZjOSJDFz5kwEQSA1NdWVFLpo0SJ27drl0gV58OAB/fv3Z+zYsfTv3991P4IgcDHxIHeObeOtMX2Iiq7AvlPJxLYZzMmbGUhWIyZDIWk5BmLbDCY/L79MyEkpF1x9Y1atWkXv3r3Zvn07c+bMYcKECYwYPoxa5QMZ2iqOiupC0o6sZUavOkzoGMemhdPoPGIa2aUiRoudY9ez2JGUhiRJ7Nu3D7lczoABA/jiiy+QJMnV3fgfOXPmDCaTiZdffhlwStvPmDGDYcOGMWLECDZv3oxMJuPjjz92GYmiKHL79m1eeeUV13WCvTXIZQJmm8M53tmLJF1NoWu3brw75wN69+6Np6enq4T8CaWlpRgMBk6cOMGYMWPKaMW4+WvhNkrcuPkToFQqqVu3LtOnT2flypUcOXIEf39/unbtCsCUod158NN3WEsNqCUzxqy7VIkOw2EuIf16Ep9+u5Ef9h1xtYEHXI3MsrKyXNvO3c3hzN0C+jzXnl4t6yCaS1jy3nSKHlynQ5wXw1rF4VN0jYdndzFj2lSGDh3K3PffZd+qxbSMcHBx6ycUpl0ntmJFsouNZBWWovbyRxSUZOUbyLD5UL1WHZRKJdOnT+fYsWNYLBbS09N5YfgoZr87h2vXrrme2WazEeStRqmQcT29gBvXkinRFxMWEUmByUF8lzHczTZgd/ziDVm5ciUDBgxgwYIFGAwGBEGgWbNmLhG3r776yvUFr9FoiImJcYXDUnP0fPvTLT7aeYWwZkPI0FWhQrsRfLDmEJdvpuDr48PcuXNp0qQJ9+7dIy0tjWHDhrmMgDFjxiCKIgcOHGDr1q1ER0cjk8n44IMPAKhcuTKtWrVi/fr1TJo0CblczqJFi7Db7TRs2JAqVao8pS+yfPlyTp06RcWqNXn72310HDqZSxlmwmu1wVhqwEOnQV9UhLdOhdY7CL3B4EpqdoacRGKCvblx4wZZWVnMmTMHgDfffJO9e/eyadMmatSogdFoJDs7G5VKhbdOxbhRQwmpWJN69evj76lBp1YQ6qvlfq6BfIOFbdu2ubpAKxQK4uLi+GTZ51xLL+DsnWxnk8THXomFCxcSExNTpnneBx98gFar5fvvvycqKsoVwurTpw8mk4kNGzYgl8vLdG3WqBR0rRuN0Wxj78krJGfoKR9Tnoq1W/LBmkMcPnqcbdu2lckpEkWR3r1707ZtW86dO0dWVhadO3d2JXq7+WvhNkrcuPkPcu3aNbp06UJCQgI//PAD06ZNY9iwYWRnZ7Ny5UqOHz+OTCYjODiYG8d+JDZQg8loxjsgjPTsQuw2G32Gj0OvCmPd8TucuJlV5voymaxMCen5u3kEeGlQKeSEhQYxYtDzDHrpdeRyOT/99BN2YxEzX5/Ct99+y5dffsmdO3fw9fUlKSmJqvHxXLt2DdFmoUuL+hSWWLDY7IgOOxaLCbvViNrThwaD36TWsLmkedcjT1UOtacfOy9k8Pn+a3y86ypdRk1HkCu4e/cugiDw2adLaVctnBu37mB1SITHxqMvLkbl4UdwfBM+25vM+uN3MFntrl4+c+fOBZyLpSAIDB06lCFDhuDl5cWGDRvKzEGfPn04fPgwBSVmfjiTitXuQKeSo4uIw6gKILOgFLPCi4bPjyMyujylpaVs3LiRChWc4ihPPB1PEASB9u3bs3v3bo4dO8awYcNQKBSsWLGCI0eO8MEHHyCTyZDJZPTt25ePP/6Yzp07U1pa6krIPHHiBEOHDiUsLIwXX3yR3r17s+DrLXh4ej9uTKdFDhitEt4+vphMRkRJQqvV8PD8AYxWBznFJnKLTdSNDSQm1JuZM2dSvnz5Mv19OnbsyO3bt8nMzCQiIoLr16+jVqs5d+4cu3fvZvyESSjk8jLPJgAWu4NTp06Vqbzp2X8Q98Vg9lx4wPEbWaw7doekFGcl1OHDh8uI/oGz8slsNlNQUMDUqVPZsGEDBoOBBw8eMGzYMN5//30SEhKe+jtRKcyH0ps/c+PqJaoEqujeog7eWiX7j52lff+xNG/evMzxM2bMoKioyOVB++GHH4iPj6dp06bcv3//qeu7+XPj1ilx4+Y/SE5ODm3btiUqKopNmzY9VeYqiiINGzbk3LlzdOvWjc1bthDboCN9hr3EwcM/4x1emVq1axHg40E5f0+MFjtj2sfjo1MBv/Rl6d69OwCf70tGrZSjUjgXIrtDRG+ykbRxAYcPHaJJkybExcUxZcoU4uLiKCgoICIigs8++4yXXnqJChUqkJGRwfVbKbzy5SEeFJgRJAm7zYxGo8Vqd+Cp02EwFKPV6vD00JJ64zKtG9fBKqhJzy4gr6CY0owbnFz1HsOHDeXw4cP4+PqhrtqRNl16kqc3kZ6Zi0qlxmE1ElcplogAD9pWL8eMsQMoKCjgypUrrjlSKpUcPHiQVq1aUa9ePfz9/ct0zc3OziY0NJRvf/iJPPwJ8dVy82Ehp6+lolAoiA4PQiYIJF++RDmdjXYdOxPu70HjuBD8PTUcPHiQrl27upI0s4uMXL6fj8lqJz7Cj0phPpjNZjQazVOVPLm5uQQHBwMwdOhQLl68yM2bN7Hb7URHR7u64P7www90Hv8BPbp3R6t2loRvO3gSPR5EBHhz69YNKletQYBUyBfTB1NsKCXPYMZTo3S9a51Ox9tvv8306dPJLDRyM6MIhQziI/zx1shcDRPDwsJQKpVERkayZusevj91jyBvDQq5DL3JikwQGNMuHk8PHStWrKBX3wHsv5TOyeuPOH3pGs1qx5FQIQyHKFFYaqFdrJqaCfGu8uUn9OvXj/Pnz7u6B9vtdl5//XWWLFniOkar1XL37l3CwsJc2+bNm8cHi5fR77WFtGpcl/u5JZy9fJNiQwm1q1elX9OKNK0SiiAIPHr0iKioKJYsWcKrr75aZu6XLl3K/PnzWbly5W9qnrj5j+HWKXHj5s9IcHAw+/fvZ//+/Vgslqf2y2Qyzpw5Q1hYGA8fPuTnw4fJvHKUzYum4hseg9bbl0sXL5Cdb+DGw0JESaS49JfrKJXKMuGbOjGB5OnN2OwidodIrt5MnQoBLF60iOzsbK5cucLs2bN58803XSWsnTp1Yt++ffTs2ZPbt2/Tq1cv7BYjh1YtRG43ERHsg5dOhbHUgCDIkMsE7BYTos0MkoRncDQ3Hxm4m6Wn0GACAYKrNOSbn26yZMkSsrOzycp8xLLZryAKCh5mZKLWaBGQkIk2QECtkHM/W09iYiIzZ84sM0eiKLoWw5YtW3L58mXAqceiN1rZt28/APPnzePJd1aR0YoE2EW4cz+DG7dTUPmGEB5XE0EQuJNZzKYTdzFZ7WU8JY8KSll7/A7XHxaSnl/K9rOpnLqdjVarfcogAQgKCsLPzynHvnPnTiIiIlizZg1Wq5XU1FSWL1/Otm3bOHjwILevXuDr9du4nZqOJElUiQ6hMO0awQHeiHYrVXwsTOrVAIvFglyQKOfv4TJItm7ditVqZfLkydzMKGLdsTtcSs0j6W4ea47eIsdgJSkpic6dO5OVlUVGRgY//PAD5YO9aJUQRrHRSk6xCa1STu+GFXiU8RCLxULv3r3ZcyGNtBwDarUCmWjn2r1H5BSbUMidy8dHSz8nPDy8jEECcOjQoTLeE4VCwUcffVSm5UFwcDAJCQmu/Kn33nuPt956i7nvzqRG9WoUGCzce5RP9qN0wsPCiAj05NTtbHL1Th2Wrl27EhMT85RBAs4qp4YNG9KtWze2bdv21H43f07cRokbN/9htm3bRrdu3QgI+KUMVZQkio1WLDYHMpmMn376iUuXLjFp0iQkSULtF0rL5s2pXDEWnVbL1csX0JeUojda8ff6Ja6v0WhcYmMA9SsG0zw+jBKLDb3JRuPKwTSOC0Uul+Pl5cX8+fO5cuUKO3fupG3btuh0Otq1a8cXX3zB8ePHycvLo3379jRs2BBHzm3aN4hHQiDAzx+FUg0Oq3OxkiRKS0swGs3IFEoMJhtGoxEEGXKFGi8PDdfSC7ErPFzdkFvUqogy+yqlRTmEBPhiLSlAqVSilAs4JImTh3ej0WieChOIouiau4EDB5JXUMjeC2l8sf86yw/d4LvDydSq34i0a0lcv55MsdGKTACZQoVCqUIhE5CrPZHJlVSODEGtlBPgpaHUbCM1x4Ao/qJlcuZODiq5jAAvDT46FcHeWs7eyXFVrDyL6OhounTpQkFBAXv27KF///4ukbgn+JSvzrBXpuMTHMnPl+6x5fA5gkLCubV3BRVKLnJ943t8OetFunZxfvF/8803Zc6fN28eDRo0QKlUciQ5A2+dkkBvDUHezlDd8etOw3TPnj3odDqaN29OYGAggiDQoFII4zslMKZdPMPbVCHEV8f69evx9vZGkqt4kFtKoLcGXw813n5+FBXkkVNswmp3IBMEDuz+ke7du1NQYuZqWj63HxWRfP0GhYWFvPbaa2Xus6ioiKysLJeY34wZM9DpdMTHxzN9+nTeeecdli9fzoSXx9GxViS5BhNp6Rl4+wcSGxlCsI8zVyin2MS6deu4cuXKM7tjP+H48eM899xzTJgwgcWLF7src/4CuHvfuHHzH8RqtfLee++xceNG17acYhO7zqVRWGpBJgg0rBxM47g4Ro4cycqVK/Hw8GDz5i0cuV0AgkDlqtW4e/cu9+4/oGaYCk+N0nUtjUZDbm6u62e5TEaTKqE0jnPKpT9ZbCdMmMDo0aPp2bMnjRo1on///kyaNIm9e/cyZswYKlSoQFhYGJIk0bVrV+RyOQ8ePCAsLIzbj4pYvnojBw/soHyjbpRotCAIeHj7YCgxIFeq8fDQPa5UEVEoVaiVCuQyGSVmG02bNuXs2bOUlJSw7L0pDJ86l8Agb9LTNSjUOgK8NAR5aVn6zVJ69enH8RuZ3HlUjJ+nmoaVggDw9vXjXrYe7/CKBFdpyP4z16lVpQI5RSasPtFU7tmQBh1S2bR0Nq3X7yI3NxeHzYposyJXqpEjIEoiJSYbnlo14PSp2OwOV+ffvLw89CarK/TlnE8Bu+hMNv319l9js9lcHZWfhcFk4+i1TMoFeDK4c2POXkzmzKVklh/8DmP+IyZMmICvry++vr7ExcXh5+fHuHHj8Pb2ZsCAAZjNZi5evOis9BElDGYbIT5a1/W1agX5JWbXz82bNy9jqAKoFPIy9798+XI8PT2RywQEASQJgn20VIgI4WJRMQajheJSK40qeJH58AHPD3+Fbw7fQkICBE4fO0RkhYoEBgaWGeeTTz7B29ubypUruwyEQYMGERkZyYIFC/juu+8YNmwY4GxcaLt7iuKsQgb17kqw/y96Mxq5xIgRIxgyZAiVK1d+5rxeuXKF/Px8vv76a0wmE127diUlJYVPP/30KaPQzZ8Ht6fEjZv/IJs3byY/P5/u3btz5MgRHKLI9jOpGK12gn20+HqoOH49k7tZelc56rRp00iIDUetlBMZ6ElCpD9tGtbEQzQwc2wfjh075rq+Wq1+agECXEqv4JTuTkpKYs6cOQwdOpRz586xdu1avvzyS65cuUJYWBh3797lwIEDJCcn8/nnnyNJElOnTqVLly7UqRzBZ/NnEVm1Hp4eOswmMyoPH3RaHYgOLLn3KefvgUqtRhJFlEoFcpmAv5dTZ6NXr17cv3+ffv364ePtxRfvTWR679rc3rmMWt56BjarSIJ3KZkP02g54FVO387GIYqk55ew9shNPIIi2XQqjW2nU9lx7j6VWg/iwf1U8gxmrtzLxGYy4uMXQHTtNvhFV+HFrvU4unYhKuz4+vqCw4qltBhJFDl12fkFb7TYkcsEUq+dd1XRxMXFEemjpNhodS2oRUYrwd4aPDW/vcjp9Xqys7PL6Kn8moLHBoNC7gx9Na5bnX49OmO0y/D09CQtu4i9p6+zcfcR1q7fyPHjx5kyZQqDBg1ixYoVfPjhh2i1Wjp37oxSLiMywJOi0l9EyopKLMSGert+btas2W9Ks4uiSKNGjXj48CE5OTm0admcquV8ySo2YrOLxEeFYC3OQZ51hdHt49m++gsCgoK5lifi66Ei1FdHsLeGjEIzDfpNeUpxdvPmzTRr1qzMmN7e3pw6dQpBEMqEgHJycvh4znQaxJVDlKnIN1jIKjJRMdSH8SMGYrPZqFat2m/O+zvvvENMTAyBgYFERkaSmJjI/fv36datmytc5ObPh9socePmP0BBQQEFBQUsXLiQH3/8kY4dO9KmTRtenjyDErPNlSugkMvQqRXczChi0aJFCILAnDlzSDzyE30axaJRKrDYHAR66/hi5mie69iWli1b0rx5c3x8fLh37x4//vjjUxUkTygsLHSpYj4p0wTo3bs3jRs35t133+Xzzz8vky8xbtw4Vq9ezYYNG7h37x7TZ82h3rA5aMMT8PQPIbZcICUZt0g9s5uUnUuIDPGndkwglcN9kUQHiDaig7zoVjcaXw81vXr1wmq1snfvXjZs2IBMJsNbqyLvfjJNEyKpHO7LzDdnULV2Q4osMkJ8tGhUCvw81JjMZiIbdEVvshHiqyXER4dWo6LQKiezwEhuThYajRqlQo6fVo5HeBy9Bg7FnP8Qi9XKo9SbmItyqBgVhlqwkltYTHaxiVJjKTu/ep/e3TojSRLTpk3Dw8ODgZ2bUT5ATY7eTE6xCY/HJay/nh9RFElKSuKtt96iZcuWPHz4kOPHj+Pt7c3LL79MSUlJmXfgo1M91k75JbSQcu8+hrxHeJevwfrEFI5de8TuCw9Yd+wORoudhQsX8vbbb/Piiy+yaNEiunXr5jq3fc0ItCoFOcUmsouNBHhpaB7/SyLpE3G9fzSSrFYrCQkJJCcnc+3aNdf/x/ZuSd0oL+QyGf6eGoLN9zi86Qu8tSq2bNlC245dsTtE1Eq5s/fN/WzkHv4ERMc5FWeP36bUbEMURW7evOnSMvk1VatW5bnnnmPMmDGubV26dKFcuXA+fXM0PepHUy82kJ4NymNPv8ChQ4eIjY11SeE/iwMHDjBq1CjXz97e3uzcuZPo6GhatWr1m38n3PxncVffuHHzH2DevHm8+eabAK6chQ0bNjB6/ARqdh/HC/16uipx8vQmqpbzoUeTKkyYMIHc3FxWr17Nnj176NChA1a7iFIh425KCi+88AJnzpxBq9Uyffp0Fi9ejNFopEaNGly4cOGp+xg+fDheXl58+umnDB8+nFWrVjFt2jQWLFhA7969iYuLY968ec98Bq1WyxdffkWqJp5zd7IwFOahUCjxDwwi1EdD4v7tXN72CZv3nyTT7onVLrL9+434oWfTio/x+IcwU0xMDNevX3dtEwSB+/fvU65cObRaLR9/+S3moOoE/yo0cfNeOnt/Os74Yf1RK53hh5NJl0l+WERcpRhu3rqNT0AwcVFh3L91hVyzjG6tGpCXncmhxLNUqBRHUEg4PjoVvhqBb1cuR7p/mrt3biGJDtasWcOkSZOYNGkSU6ZMoWLFikiSxMWrN5Cr1Ph5qDh96hQ7duzg5MmT3Lp1i/x8pxJtQEAAlStX5uTJkxw8eJCff/6Zzz//HL1eT9u2bfn0009daq+JNzI5dSsbQYDCwiK2bFxDs7rVuPzISPsmtaha2alemlVkonl8KI0qO8NvixcvZurUqVy6dImaNWu65sXuEMkqMiITBEL9dGUUUnNycggJCaF8+fL07NmTSZMm4efnR0JCAqWlpSQnJxMeHg44c0Bq1qxJQUEBZ86coWrVqhw6dIiOHTtSUFCAn58fp88kcTpHhU6twC6K7E68QlFRIR1bNCQ6yIucIhMtEsK4feYgI0aMwGw2P7N3kV6vJyAggIULFxIUFMQLL7zAtWvXiI+Pdx1jNBoJDAykb9++eJerxJFLqcye+SZN40MJ9/slRHbgwAFXGfavtVPAKZ7XpEkT3nzzzTLGnJv/r7irb9y4+TMxffp0NBoNb7/9tusre+DAgSSeOoskk7Nq51FOXrxOvsEMgsDKj95Fq9W6WtgPGzaMLl26sG/fPu7fSyGhalUqV66MXq9HEJw9cKKiojAajVy6dInr16+7pLyfsHfvXo4ePcq8efM4c+YMq1atonPnzsyfP5+DBw+yffv2/8fee8dHUa/93++Z7SXJpvdKCCWQUELvTTqiAtJsqGDXo2LvihxFRFFRsCIKoqD0jvTeW2gJaaTXLdm+M88fC6s56Lnv5/k9x3Pu+5f36+VLkp2d/c53ZjPXXN/r+nyYPHlyYHufJFFeb6fa4kCWZeLj49m8cz9ltY0EG3QgiHg9bhrtjdQ2unnoPn9tQIfUCB4amskDN7WlpbKCs3vWc/bUcRYvXsyLL77I1KlTEUURu93OzTffTKtWrQgKCgKgRYsWAbnz+++ciEHz2/KJ2+uj0eHCVnEl4P0CUFtbjcNcw5kzZ1AbwzHX13HkxCkaxFAigvXEhurJaJGCSqVC8NjJSg4jOdKIoFBRe/EQobEpvLl4K+1uexpraFs04YnYxBD2Xq5l7c4jSAikpyTQOjUBtUpFv379WLx4MQqFgunTp3Po0CG8Xi/V1dXs27cPQRBISEhg1qxZ1NfXs2zZMgoLC2nTpg1t2rRh9erV9Godw+S+LendKoofP59HYrseuKOzMMW34nCBmTqrf4lHp1ZQ2eAIHOtTTz2FWq0mLy+vyblVKkQSwo3EhRmaBCTgrymJj4+nS5cufP/996SkpBAaGorH46GgoIC4uDg8PomzxXUcuGLhp22HyO6UQ3Z2Nhs2bKBr167Iskx4eDiyLBMWGsKQ7ATMdjfl9XasdgfBRv88AygUAha7my+++IKsrKw/NVMMDg7mwQcf5Pnnn+f+++/nrrvuwuFwsHjxYl544QUmTpxIamoqGo2GcY+8Rm14DiEtu7H+eDFv/nSM86X1gX3NmjWLrKysGwIS8Ae7M2bMYOHChX84jmb+vTRnSppp5t/A66+/zsKFCykpKUFxTbyqoNLCioNXUIoiOw8coaqhkXClkycm9GdIn24sX76cMWNvxSfLGDQqpk2bxjfffBPY54MPPsjw4cMZO3YsbrebhIQEevTowcqVK/3mb7178/DDD/Phhx9iNptp164d33zzDQMGDAiM4brlfVZWFsXFxTzwwAPMmzePGouTlQf9N39ZhqRIIz9+8CIXC8voN30WLreP4opqXE4XgkJBRJiJedN6065FIs8//zzPPvss+/btY8KECZSVlSGKIlqtFqPRiMlkoqqqCrPZTPv27cnMzKRnz5507doVq9XK+fPnefzxx/n0008Ze/sdbDpRTJXFiVoh4q28wOvPPs7b327B4fZitjby66HTpMaG40RNVU0dsbExuJxO6q2NtIoPo08Hf9bhp3VbuHJyHy+++iYCcGDTj/z082rueXE+FWYH53PP0TKjNQUFV0gID6Jbx0xcHh/WiivMeng8r7z8MmPHjqVDhw7/9FwLgkB9fb2/fuV3nD17lscee4xdu3ZhMpl47LHH2Lx5C77WI2if0xOtUuBsXgmIClLioxnQLp5Ks5Mh2fF0TI0MnK/g4GDS09M5e/bsf+me/Oijj7Jw4UIKCwsD2ZDa2loyMzPp1q0bq1evRpJlfjlUQH6FGZ3avzwYZtSyd9lcvvnqS5RKJSEhIbz11lt8/vnnXLp0icLCQkSNgdP55Tz29iLGjxlGUnwMkiRTaXZwW/c0slrEMmvWLJ544gksdjcur3+/CrHp0pdKpWpijaDRaAgKCiI8PJwrV66g0QcxefYKFAqRwwf2k5mZiUJrJC06mBdu64QkSWi1Wj7//PNA0ew/YrfbMZlMOByOwLXfzF9Kc6akmWb+U7DZbCxYsICamhoSExMDQmD7L1Zg0PhbOccN7cOgTulcKShiSN8eGIxBBLfswSebzvHppnOsPHiFjz5diEqlYu7cufTv358jF0r45LtfyMhoxYYNG6ioqAg8DXbv3p0ffviBjz76iA8++ICnnnqK4cOHM2jQoEBhbF1dHRqNhpUrV+JwOBg6dCjr169HlmU2HC/C7fURFaIjKkRLUZWVNr1GUHD+JCmRQfhkmeiwEHweFwrgwuZv8Vpr8Xg8vPTSS8TExNCnTx9atGhBYWEhPp+PxsZGKisruXjxInfffTfx8fGcOnWKpUuX8sgjj9C1a1cGDRrEI488woMPPsjjjz9OsEbgjn4ZPDi0LQ8Ny0TnqkF22bh7QCtu6pDIrk2rkaxVDOjWnvBQEw5zFcEGLT3bp+Jz2rA5fisA7ZCVTUnuUQakG5nYO53FH8+h98130ejyYtAo8ditqFUKFGoDPkFFqEFNjEnH2SsVtOoykJ5j76VMCqWo2vqnrabX60eCg4NveK1du3b8+uuv1NfXc9tttzF79mwOHztBq6wcgnRqzp09i+xqRAAqai2UNzhICDfQNsFfDCpJEjk5ORgMBoqKikhPT//TAk6n08mECRP4+OOP+eyzzwIBCfiXmZ555hm2bNmCdC0bVlBpJcbkN/2LNumptTl56tV3SE5OJi0tjcrKSmbMmMHBgwcJDw8nMzOTA7t/5cFJIync8xM2u5Nqi4Nqi5Mu6ZHUllzE4XBwz733sf5YEYu2nefbnZf46tcLVFt+y/yIoojBYKB169YIgsCmTZsC8vi5ubl07doVj6Ci6GoZaqUCjUZDdU01WpWCSrM/g/f1118D3OCZ9Hv0ej3BwcHU1dX96TbN/HtoDkqaaeYv5oUXXqCqqordu3eTlpZGhw4duP/++7HY3aiVv30lnXYnSp2RuR9+jCGxHacLa4gI1hIVoqOwysr206V4vV4yOnQheNDjBPeehrfVaFJuf5Nn3niPgQMHNmnJHDduHHPmzOFvf/sbX375JXPmzAGgf//+SJJEaGgoLpeLxx9/nJKSElavXk1eXh42p5sqizNQfCsIAiaDmqi0djTarEzolkjnZBOCz4XLXMXFzV9wdrtfpl2SJN58800qKyv59ttv2fbrDiRtKMXVTf1svF7vDeJjdpeXaosDr09i/vz56HQ6Jk6ciCAIGDQqlAoRs9mMSqXCoFVReGofhZdzGTa4PyqFiF6rQqnSYLVY0WtUCAhUVFaxdO0OFv+8hW2b19NYXcykSZPo3LkzVpuNzl264fFJCNeDDH+HK9K1sQmCQHWDhZTet5J7tZ68cgvL9+VzpviPb26VlZUIgvBPMxjBwcEsWrSI+vp6ZJ8bn6uR4tJKGhtttGuTQZBOiaWyiAk90ri9V3qgdubmm28mPz+fM2fOUFRUhNvtJjExkQsXLjTZ/5w5czCZTGzduhWVSuXXi/kHHnvsMbxeL0uXLsV+zan39+dDFATMdjdlZWW88MILgeNRKpWcOXMGi8XCiBEj8Pl8xJs0vPfIWD54air2c5vp0zqaDz/4gKSkJPKqHJwtqSPy2nXs8vhYd7QI6XdBnd1u59NPP+XOO+9k+PDhHDp0CKfHx+VyM1JwPOmZnairrqKypp6g4GAsZguNbi/pMUGBrrCoqKj/MmsUFRX1h51pzfx7aW7WbqaZv5i2bdsC0KNHDzZv3kxtbS333nsvO8+VMuaux8hulUqD1c6BS2UkZ7RHSmpHXOdKLLUVxIa1ACAiWMvlcjOyIPLzORcuWYnkbQRZRqEzEN77Tj57uN8Nnz1jxgxeeuklHnroIUJCQpAkCVEUAzeg5T+toH12R+6YMilgA79ty2bUylQ8vt+0OJweH/GRoYiiSGp8FIhKwlPbgyBir73K0mU/MPPppwgODua5555jwYIFbNtzCHNEB5xuv9CYyaBhfM80gnVqNm7cGNBTkWWZfRcrOXy5EmTQqBWM6pzMsmXLGD58OEeOHAl4suzevZv6+nqioqKoq6uj94jx6IzByEBGrIljGh2WxkasdifWmlJ0waFIWh1KUSQsIoKRo29mzc8/BeZn40+L6XTTRCx2/9O7T5KRJQmdwn+T9vokJJWBpOhwwq+J1Lk8PvaeL6ddUtgN9RsVFRX/9OZYZ3Oy93wFxTU2YkP1jBw7gcMrFxDdfRwxSS1weAWiI6M4vHweW1ZpeeCBBwB/W/jGjRvZt29fwOumsLCQvn370r59e1avXo1Wq2Xq1KlUV1fz5JNPMnv2bHr37s2yZcuaOPOCP7jo06cP7777Lntv9YvTub0+1EoFPklGkmQaygrweDyMn3A7JwtrOFdSj06lJCc9ks6dOyOKIh9+s4K95yuot9g4sXcrc+a8y1uv+R2Up0+fzoWyBkJ06sA8hejVVJkdWOxuTAYNTqcTn89HTk4O/fv3p76+nsHDx/D0/B+xS2o0bYcRq1AgSB5Kq+oICwnH6vQRqlczoWc6Dz74IFarFYvFgtvtRq1W/+ncR0ZGNtHwaeY/g+ZMSTPN/MVc9wIBGD58OHa7nZqaGqKDNOzYd4TPVmzj5z1nEQQFY/p1IjJYR3BYLOfyigPv80kydbXVKFQaKi0uVKLfSE0QRSSfD21IBBvON1Ja29jks59//nluv/125s6dyzfffEPPnj0D+9uTW8bXuwtod/MjmNr2w2p30apVKxZ//RW92sRQa3VSZ3NRY3Hg8UlkxuqQJImvvvuJ6R9voee0N+k46UW6P/ghJ+2RNLgEgoKCcLi99O3fnzNVvoAIV1SIDrPdzb4LFbz88ssUFhbidDo5f/48hVVW9l8oJ8yoITLEH0CsPlxI/4GD6d27N7fccgsAf/vb39i4cSN33nknDz30EH369GHPhp+wl+dRbXFid3vR+yxUH17F8fXfoJDcPDBxJPfeMoi7xg6m/4DBdB4wCq1WS/fu3QE4vnkZ+zYsR5Z8aILCMGpVmEsuoJT9MuwVtRbsdRVkZ/4m2KVWithdviYtvdepqan505oFl8fHj/vzKai0oNcoKa1tpMeERyk8fYDKXV8zYUA2A9rH89ytHenVNj7gRPzFF18wd+5clixZQrdu3QL7UyqV7N+/nzvuuIORI0cyePBg2rdvT3V1Ne+88w6iKHL77bdz8uTJPxzP66+/zpkzZxg7ahgRUhVmu4dqs4Mai5PuGVGs/P5L4uPjOZhXy+YTJVjsbsrqG1m+Lw9lcBSSLozNJ6/69XOiQ+l10818umof8+Z9gMfjoXv37oTo1Li8v2XIfNc6z7TXsj9Hjx5FoVAEOs9WrVpFl9seYdtRv7S/qA0GlYa0tDTsFfnUXTzAhY1fcG/3CC6ePsrnn3/O0qVL0Wg0vDf3fS6VNfDrmVJOF9Xi8jRV3W3OlPxn0pwpaaaZv5jrnRJ33303SUlJTJ8xg1XFegy970MnSYgieOw2NGolkgyiKKAVnNQ0KjA3ulAoRKobrHz7wRuISDgddrQ6HSAgKlTIyChEf3vmioP53De4DQaNit27d/Pzzz9z9uxZwC+ilZOTA8CZohrWH7yAubqcjpm3caXSyuZTVxkzZgxff/01nVIjCDdquVjagFqloH1SGM8/5fcbmb/+FBHpHa8VKPpQKDUcL7KQNeFZ1B4Ln2w6S0q/KZzdvoeg34mMhehV7D95kVmzZvHpp58ye/ZsXn/9de5/4T3USgWKaxkGvUaJzemhssHO6tWriYqKIjs7m7Nnz/LTTz8xbty4wD6fffZZ3nj4dubOX8Dtk+/Ac34LsxZv5ILOxNTnPmiSyVCrFKzdc5DUtDS6jX8CsUsDCQkJnNu9mvXvPYTV7qLEFMTVgkvkrg2iTVZHOmZm0JBfgN0zHqMsIwgCdTYXKZFBqBQ3PuNVV1ejUqlu+D1AcY0Nm8NLtMnf4hxq1OD2+sjo2JNQhYOpfX8LfD6aP5+EhAQ+/PBDnnzySV555RUmTZr0h/v96quv2LhxI0OHDm1SCA1w77338sQTT3DmXC6NqnByS+rRa5R0axlFSEgIgiBQW1vLPbcOJcgUxqDhY3juqSfo2jaOO7Zto//AwZwoqPG7GP8uA6SKbIHX3ohOrQgsL0UEaagwO5l21zRee+1VLl26xIMjb+FyuZlaqxOlQqTR5aFHRjRatf+6OHr0aBP129K6RlI69KH4ajkOpxNZ8iEolVSYnQwa0Jdln39I7eUjLP3uWz766CNGjhzJhAkTWP7jj/y46xyKNoVolCIen8TJghom9k4PZPuag5L/TJqDkmaa+Yu577772LFjB926deOBBx6g3NCOAocW8dpNDhlUeiONjVaqzA5SooJotJipq6thwWfniQk3UXBiJ1qvnc17jvDYu0uIzeyFoFSCIIIgEBmsITJET0WDnZKaRpJC1dx7770sWLAgYBCXnp4eGNOpojryLpylc6eOKBUKIoO1FFRZuXf6A8yZM4eGhgZSokJJiQoKvOfAgQPo9XqMsS3weFxICKBQ4i9IEDGExSC5gxEFAVEXhCEikR17DzOorz8rYbY5WP7tF4wYMYIZM2ZQWlrKBx98wBNvfNik3kSWZWRZ9gumhQQxbdo0Fi1axIYNGxg+fDiSLHOmqJZjV2poddM9PB2SwFOPP4zdXMstt9zC8889Q4QhiNatMnB6fGhVCiRZprq2nlP7t5PcdThXXMGodD4sDhdpvW9BoTVS9ct8Wg4axYN/X4zFYuXgphUsWfwlYeERmLSQV1LpXyLAQ7itka8v7sJisWCz2bDZbFitVjZv3vynRbCSLF+TZf8NGZjxwIM8fvdtPPPMM8iyjM1mw263YzAYeOKJJxg/fjyvvfbaP73GVCpVoK369xiNRmJiYnjnq1Vk9R6OyaihzubkpwNX0NWeQ6vVcuz4CS6WVPPVt9+zZvm3dOucTUREBLW1tdx19zROWuQmwZ1SISCqdfgsZm44VNm/bVRUFOfPnyfGpGdK35acLKih0eWlTYKJjDhTYPOzZ8828YAqrLKiVooESgKMyAABAABJREFUh4ZisdqQZQmfT0KWJTwKLSMH92XBgTXMmTMHo9HIL7/8QkWDndH3Psf8petR+hyEh/r3V9Fg53K5mcxEf6Fw8/LNfybNQUkzzfyFWCwWPv30UxQKBU899RTjx4+n3GtAFOXAzUsGBAm0oVFU1lupqChHNkQysmdv7DYLRw7tR9KEcs9LH3CszEuXzh05fvoopqTWKJQawg0KBrb31xkIgt+fZdGiRWRnZ9+gVRLA6+Hy5TweuO9uAH+GBkhJTiYoKIiFCxfy3HPPBTa/rs75888/890lNRaHD0nyp8dlWYZrxZ2SIHL8SjVXC/JRqrXkVTfSps6KUqFk9eo1eOuuMve7tdicHp555hneeustrKUX0WnC/K61agU2p4eWsSYig/01HFqtlvj4+IAd/YmCGradvopJr0EQILxtH16e+zkvP3kfb7/9NgqFgprKcr6e/RS3PvgyhqBgZBnWfLeQ5IR4wjK64fW6kDxOnI0egoxG4tv1wlFxmSETZxAVrCUmLAjTpOn06dObNx6dwvSRXQhNaYdSrcNScgHZY0ehUKBUKlGpVPh8PhoaGvxzIEmB2p3fkxhuRKNSYHW4MWpV2F1elAqRVUu/BOCDDz4gIiICtVqNWq1Gr9fT2NjIjz/+GJjnKrMDm9NLjEnXRIzu+ucGzpcsc7XWb9jYe+jN5FfbGfI7UTVJhuOFtYSERbBsbx4VDXZisgcyI3sgnRL0/Pj5+yxcuJDOHdpRfbaGygYHYUEaJBksjW6U9mqclXm4vD4anR7USgW1NhepUcGE6NUkJiYGMoRRITpu6pD4h5dhXl4e8fHxgZ8NWiXhRg21VicCMirVtc9sqEOXFM6rzz/Gkg9eDwSAuaVmtpy8itUpExSVyPajF7llYFe0ar+1we/l96Oiojhz5swffx+a+bfRXFPSTDN/IUajkfHjx9OzZ09kWSY4OPhaLcI/PDELAjJw+sxpjhw9TrDoIKtlAt07tqVt+44k5AwlLjyYqBAdfbt2QK8WOPL181Sf20WPdqlIskyNxUGQVk1ypJHLly/Tr9+Nha/XKTmzj8TUdFBocLi9VDY4yE4NR6NSkJOTw4oVK5psf10Ofvjw4RSd3I3X60GSZQQEZAREkWsRkZqa6iocjRaSE+LwOO0sXfQR53atpjQvl6kz/866YyUs2ppLcb2H1q1bM/edt5nSpyWd0iKJCtExJDuBkZ2TAsW4Z8+eJTHxt5va4ctVhBu16DVKdGolEUEaIjK6EBwcjN1uZ8mSJeTl5SFbK3lj2k3s/+kjru77kfLCS4x5+E3UWgNujw+l1oDPJ6EQ/Dfp8NQsIoI01zxpRKJCtJQ2CpgiYvh88xmen/sNM//+KW8v3cnZwkoaGxsxm83MmjULq9VKly5dsFqtKJVKVq9efcOc6zVKxnVPw6BVUWl2oFSIbPx8Fvt2biM7O5vu3btTVlZGYWEhly5d4q233kKWZV577TV8ksS6Y0Us2XWJVYcLWLg1l9yS+ib7vx6U+CSJNUcKWb4vj40nionvNhaPUo/8u6BFIQjU1DYQ26qTPyAx6Ykx+c0QT5Y5eP/Dj9FqtaxevZoRnZOJMumoMjupszrplBaJzl2Lq6GCW7qlotMosbu9tAhTcmTtV7Rp04bNmzdz4sQJ1q9f/6fX4PHjxzlw4ECT7qCMOBMJEQZMBg0eZyOi5CbapKOhNB9FyUGCdH7xuhYtWpDdsRM7zpYRalSTEG4kLCQIs8VGaV0jkizj9cnEh/22NBQZGdm8fPMfSHNQ0kwzfyEOh4O7776bdevWERcXx9y5c2kov4L0D0WSgiAQblBRX1aIs9HMuFE3Af6n49r6OgSVBrvLS1G1lbL6RjQ6A/qgUC5u+54Te7fh8UpkxJm4vVcL1EoF5eXlTbQpfo8sy3y/6APuGNSOYL0apSgyoF0s/dr6t58yZUqgDuU6CxcuDLQz15zZgaehgmC9BoVCRPa6UOJBIftVVi0NDcSktqW8ph61PgRddCqrVv3MwDHjSU+IIipER4hezeaTJdz/wEN+MTGDhgHt4hjXowUdUyObONgeP36c2tragHeJ1yc1WU4QBYFdu/fgcrlISUlh1bqN5FnU3Df7e575cBn79x3gk48+ZPQ9T5IaG0Z4sB4QEZVKRIUSu8uHpbwAj9PO70+LJEN9bS2J7XtSb3Nd89rRYdAq2XyyBJfbzciRIwOqpIcPH0av19OiRQs+/vjjP5z7uDADd/bL4IlRWax8/yl2bvyF3fsOEJuUilNSUFJjCxRo7ty5k6CgIN5880027j7G+asNgaLh6/Nnd/nnRBTFQOatsMrKpTIz0SE6Ykx6sluloNIYOXjqArIs4/VJWBxu6grOEBHfAp36twS68lqdTEOji8TERDZv3kyIXs2k3ulMv6kNDw3LZHB2AmqVEq/Xy9ULJ1j78Yu8dkd/buvbjs8/W0B0tF8S/9Zbb2XMmDEsX768yRxIksTDDz9MTk4OrVu35sSJE3z//fcAGDQqpvTJ4JZuKTRWFxOikujTNoGBLbTMevEpKioqOH36NAMGDMDu8uK91iGmVSno2i4NWRC4VFxBtdlBp7QIkiKNgc+NiopqXr75D6Q5KGmmmb+QzZs3B/6dn5/Pq6++SoZQ/NtN5Pp/QPvUaARPI15rLY1uCbvLy8b9Z6j3alDrg1m99wy7D59iw87DEJJIn2mv0nrkDNYu/4o1H85keMdETAYNAGVlZX8alOzcuROFQsGEEQOY0rcl0wa1pmvL6MAN6Y477sDtdnPs2LHAew4cOMDFixfJzc3FXV9Gn8x4umVE079dHF5rDZLdht5rwd5QhSkyGrfDhqWqhPTUJAYNGUpUmx60Tk8LZD/USr+Z2y2334HH42HlypV/ONZPPvkEi8VCWVkZkZGR7N27l+yUcGqsTnyShE+SySupZP+mn1jw6Wd069GDc/UqzpbUYdAqSUhpyVPzvicotgXx8fGolAp6ZEShU4kgiCg1BiqLL1G0YwkFx3eSe7kQh9uL0+Oj2uKkLv8EEUkZBOn8SyUer4RaKZJ3pYiktAx2797Nvn37ePPNNwH/Dbe8vJwdO3Y06br6PYIgMP62W/n115188MM2dpeKyG1Ho8+ZwNI9l/lsSy4FVRaOHTvGsGHD6NGjB0+9Mhu1Umgyf5IsU3NNjt5isfD9998zffp0TuTmo1T8tq1SIaL0WCi4lEuVxYnZ7qZ3m1jKLh4nOkSLw/2bUd312h6TQUN2dnbgGhAEgWCdOlCgWldXx8WLFxk4cCCnz5xl4r2PsOVQLmfzStAbDKSnp7Ny5UqeeOIJJk2axBdffAHA+fPnSUpK4ssvv+Tbb7/l1KlTPPHEE9x9992B+QrWqxnRKZnTy2YxOdvAjKGZzHn1GVJSUhgyZAhlZWWMHTuWIJ0KvUYZCMwSwoPQeK0UH9nCPQNbMzgroUnw2lzo+p9Jc1DSTDN/IV27dg38OyIiguLiYr75eA7P39oBp6UGSfIh+zy0jjdx+vgRCg9toubiAb77/ns2Hz5PcUUNkWEhqEQBtwQ+WUAfFo2gVGOzuwmOTmL4I3M4kltAy5YtAwqfZWVlxMbG/uGYPv30U+69917OnTvHjz/+yOuvv87tt99O+/btmTZtGidOnCA+Pp5PP/0U8NvP+3w+nn/+eeLi4khLTeHFu4czuH0CreNDMdaepnzbAlSFO6g9uwO1KNBQW0WLlq2JCgsmITwItdZIZc1vyw2SJCPJMqFBOjp16sTcuXNvGKfFYuHJJ5/kySefpK6ujp49e9K3b18+m/UsHVPDqbO5qLM6Wbd0EakZ7bggZlAd0w9jUjv0CgmVQiRIp8Jub0QXFsOhQ4fwSRImo5ZxfVrTUHCaq8e3Ehek5In3FtN14EhWfTkHAZAlmYHt4ig6uZPoYA31NhenCqpYtfsEX/yyg10HjyF7XVRWVtKjR4/AmKdMmYLX66Vdu3YMGDDgBmde8IvarV+/ngXLN2ET/cqvokINiNicHnRqBeuOFlFSWsZNN93Eli1bsNWVs2Xbr03mT5Yh+Fqw5HQ6ad++PevWrePeOyfx05otfLdhHztP5lPRYCcxIYET677ikWGZPDy8Hb1ax1BfX0dmYihBKth37Cy/bNrJkh9X8dmbTxIabGDFihXk5eXR0NDQZPySJLF7925uueUWGu1O3vhqHck9xnKq3MWSXRc5ddXGiy++CPgNBF999VWmT5/OkCFDaNeuHfHx8VRUVDB16lQA3n//fbKzs+ncuTOXL18OfI7b7SY7Oyvw89atWzl37hxer5euXbuiEEWGd0zE6fFSaXZQ2eCgT04Wh9Z8xSPT72HQoEFkZWWRlJREaGgo2dnZfxooNvPvo9n7pplm/mJqa2uJiIggPDyc+vp6JkyYwF133cXw4cPRhcUQHp+GTwK3y8mUR14gKjaBn5b/gMIYTlZGMt27dGLrkUtUVFaSkZFBeb0Vh6UBQRQxqCAiJp4kg5fZ00ciCAJvvfUWL730ElarFY1G02QsLpcroAnRokULEhMTcTgcXLp0CbPZTGJiIlarlYaGBsLCwrhw4QLdu3cPSMUbjUZ27NjRxKH2tdde45NPPiEhIQFJFpBbDiY7uwM5Hdtj0qupt7n4+N3XGHXbRBJSM1CI/pbNri2j6J8Zx/Lly5kyZQput7tJcejAgQPJzc0NeOcArFmzhkmTJqHValm1Zi3bt2/n262n6DfhQTRqFWfOnEEbEkWQ0sOtAzojCAKffv09jtoyKkuuMPDWO8nOygYBln7/PWktWzK0X2/cXh9Wh5uvPnqXbgkq0tPT+e6778jPz6dLjz4YutyOBxUKlRqNzojDZmFS/7Y8OKZbICPx66+/MnjwYNauXUuPHj2Ii4vjnnvuCQR3ABMnTmTlypXs3LmT0zYTogC5VxvIKyrFWl9DZrt2dM+IpqzGwpv3j2b7noOcKbdzMb+YHXsP0C2nIxkt0vD4JDq3iGBQ+wQkSUKhUHD58mXS09P5aXcuS3ecpsFsw+V2o1RrkCrOsW/ZPMrLy4mJiUGSJJRKf9ZDa4omfeBkjKFR6NQiSTo3I7q1YsiQwbRu3TrgkXOdt99+m9df9xebXq60sf5YMTEmHZIss2XPIQrK6nj9wdvo1So2UIz75JNPMm/ePBYsWMCDDz54w3eksbExcF3GxMQwevRoPv/8c3w+X+DcFxcXk56eHigifuutt3jmmWewu7yU1jUiyj6m3DaSw4cO0bJlSyIjI4mOjiY+Pp7k5GSKiorYvHkzFy9e/P/4TW7m/4Bm75tmmvlPITw8HK1WS3FxMV999RVbt24NdJIoRYGsXkMZdteTtB5+Py5JSWKUiRGjx6AJCqNX105Ume1YvSK6sDhKa61IXgmlLhiFxohHFURJRQ2rNu0gKSmJwYMH8/LLLweMzf4RjUZDQUEBNpuNr776iuPHj9OtWzc2bdqExWLh7bffJjs7G7fbjdlsJiIigtLSUgRBYObMmZSUlDQJSAB69epFQ0MD+fn5nD51gnYRMlnt2+LzSVRbnKiUIvaS0+hrzzEkO5GcFhFM6NmCfm39mZzx48ejUCj4/PPPA/vcuHEjO3fuZPXq1U0ClZGjRlNaXkXnzp3p16c3b816m643jUOrVmFrqMPjsKFUgNUjYnd52bL3KApTAsPH3cWIydPZte4ndNZiorxlNDZU06pNe04U1pB7tYFzBRVEZ3Tmhx9X8P7775OVlcWbb77JiRPHkR1mWqbEk5KchL2+HL0aTle4OXet2NTtdjN27FjGjBnDyJEjCQsL4+uvv2bhwoXs27cPgKlTp7JixQq2bt1Kr169UCpEThZUU1hajdMro9CbsNg9SD6JoqJigiJj2ZPn33+7jBSSE2LZ/etWWkVpGd8jjQHt4ikuLg4I4o0aNYofflxBSYOHMX06cOvgbtw8qDsZ0QZE4Te3XPAHkiqVivUbNjDnu83MuO8eHpx6C3eMG03r3iPI7jUYk8nEokWLWLt2LUVFRYA/S/L3v/+d+++/H7Xar8563SrhQmkDJbV2QiOi2Xe+kqV783BeWxqKiYnBZDL9YUAC/mUdURQpKSlh1KhRgULr8ePHY7fbaWhoICsri9atW+N2u3nhhRd44YUXSE1NpSDvIga5kV6d2nLh/HnO5eZy/sIF9u7dy8qVK5k/fz5jx45l7dq1AUG6Zv5zaM6UNNPMX8x1Z1eXyxV4qh41ahQbN23ikw2n8HglzI0utuw9RnBwEMN6ZhGsU/Hp8o20SEmh2q1A8vk1TeTr5iwAsgQIiAK0iTPy7j39UCsVHD9+nMmTJ9/gifJ7bDYbHTp04L333mPs2LGBcS5ZsoRFixZx9OhRwsLCUKlUuFwuXC4XM2fO5Omnn75BD+O6pgZATk4OR44coaLeTn6lBa1KQUaciZwO7ejWrRvffvvtH45n8ODBVFVVcfr0aXw+H+Hh4QwaNKhJrcnZ4lp2nivH6fYRbdJRdmIrLz7zFI8v+hWH28v5s6dRKhUkprQgr7iMjhlJHD1zgeQIHcP798InyazZvINtX79NYkQQYTljiW7dlYaqUqxWK7KgQGs0cWrpa+w/epoqs4PYUD29OmYy9MG3CI5rQUNNNVeu5NG5S3f0WjVZKeHc1b8VI0eOZN++fdTU1AQyEOBX8D1w4ACjR49m2bJlzJ8/n/z8fHbu3EmDLpG4nFH43Hb04XEgKpAlCY+tjvKjG9Ebg7n/sacDHkSSJPHpV99hz93CT0uXcO+997J//36SkpIoKiqiV69eHD52gqzbniQlrQUZGa2JNulRK0WCdGq01aeZMGECZ86coVu3bsyYMYOZL7/J97svExWiC4y5odHf2jsqJxmAVq1aERoaysGDB3n33Xd5+eWXsVqtqNVqLpTWs+ZIEXqNgkPnr3Lh3Gk6dO5C15YxmO1ubuqQSFZyOHfddRf79+9vsjzjkyQkGVQKkffee4+33nqryVLRqlWruP/++zGbzRgMBoxGI/n5+QEp+aqqKkaNGsWRI0dQKpW0SG/Jm1/8wuG8OrySRPeW0QzNiub+e6excuVKQkJC/qnibjP/UpozJc0085+C2WzGZDIFAhKfJLN8+XK0pmiKrlZgMmgQFSI6jRp7o82v0SAIiE4zRaWl/voByYvP40S8Zvse+L9CQKVSolRpqbY4SU1NpXPnzjidzn86pqeffppevXqh1+uZOHEicXFx6PV6HnvsMXJzc8nKyqK2tpbY2FgaGhpwOBy8//77pKamcuXKlSb70uv1gX8fOHAAgJhQPb1ax9C5RSRBOlUg4/JnvPjii5w9exa73c59992H1+tl2bJlgddLaxvZeKIErUpBVIiWhkYXwW36gSwRggWb04Pd4SAuPglRpcJZVcTKD1/EU19Kn+5dKaiyUFxjJTEpheCoRHJzcym6eIbKyioQlaS1yKBj5y4EaUTaDJrChmPFnCqsZc2RInrfdj+5B7fhcPkoKi4hOi4BWRCJMelBhl9++YWNGzeyZs2aJgEJwOrVq3G73Xz33Xf4fD4eeeQRvvvuOyIiIrj15jH0zWlDdocOBBsNOM01aFUCkUFaQiKiEf9BMVYQBIYPH86li5do3bo1tbW1bN++ncLCQgwGA5MnT+bilWLiUzOosnj4de8BNuw9ydmiKrJSwhk3bhydOnWie/fueL1e3nnnHTTXCo5//7Dq9ckYfqfE+/3333P48GEOHjzIrFmzmDZtWiAwSI8JoUVMMFUNTsqrqgkyhZMabUKrViIKAjaHvyMrLy8v0Nbtk2T2ni/now1nmb/+DOuPFXHk2MkbaqDGjh1LdXU19957Lw0NDZw7d66Jt01UVBSHDx/m2WefBeDdb9ez/kQpNpcHl9fH9ztO0W3co/z6669ER0czb9685oDkP5DmoKSZZv5iysvLMZlMNDS6+Gl/PvPWnuK7fUWkZnbmzNmzyLJMRJAWg9GAx/ebSFaYXom1pgJRFFCrlCD7CzABf7+qLOOxN6JRijg8PgwaZaDj5vd1DP/IggULWLhwId999x3Dhw/n6NGjjB07llOnTuFwOEhLS6NVq1YAnDx5kqFDh9KjRw9sNhtOp5PZs2f/4X6Tk5NvuClfJzY29p92PgwYMACDwcBTTz3F4sWL+fLLL5vcgC6WN6AURTQqxTXXYg12l4/kVu0p3v8LamsJKl0QOqORhPAgYrzF1FeW0KvfQA6cK2bfsbNs3nmAYxdLiI5PAWDKmMEM6tGRnI5ZJMTF0CImGJu5DlN0AtEmHeFBWmJMOtp27UfeyX0c/XUNKmMoPkQiDP7ul9YxBqZMmcLUqVPp27fvDcelVqu58847/Usl69fj9XqprKxk8+bN3Df5FkKMenQqBY01pYheB8kxEQzv25n2XftQlX8Gu8uL0+3FJ0lUmR3EmTS47Ra++eYbzp8/z4ABAwB/fdCGDRs4fdVCvy5Z9O/egeSUVJyORg7s3cPtIwawcuVK1qxZg81mY/z48SiVSkKNGjLiTFQ02Gl0eq4FxJCV/JvKak5ODt26dWPo0KE4HA7mzZsXeE2pEBnbNZWbO8dSW5JPp/RYEsIN/s4oWQ605JaWlpKR4ZfRP1lQw76LlYTo1UQEaTl/tYEip46WbTI5XVTLsSvV1Nl+C6onTZqEQqEgONhfFCzJMkXVVvZdqOBcSR1PzXwGr9fLlpPF6NUqnDYrJ48eobKkgNa9RrJm7TrUajVTpkz50+uvmX8fzYquzTTzF1FXV8dHH33Ea6+9hqhQsOLAFRqdHqJCdDg9Ptr2HcPFMyepNPcj1KAhPT6c0qtXCdarqblymm3fziEosQ2xbbvj83gQVSoQRH93CDKCqEChNWBzueiUmoLJoGHkyJGEhoYGalb+iPfff5+hQ4fyyCOPMGLEiBuUR+vr6wMqm3PmzGHChAkkJCQEFEa//fZbpkyZQv/+/QPv0Wg0gY6LPyIpKSmQRfkzhg4dymeffUbXrl25/fbbm7ymVohN7O7B30mt02j49puvUSqXkJDSgvbZz9AhsSWFah8eSzX7DhxGZTChUkBUTCwJsdG0G9mLl49vRbJWkhRhpM7mRKNS4HB7MVeVktihYyCrJQgCXq+H4LiW9BswgPJaK7U2BzsOncZXepLvLh/AaDTe4Dnze/72t7+xcOFCBgwY0GSu02NDaJMQSnG1lUanl7i4RFKjg1GIIpVlZZRfPomv7DS+9M5YbS4yk8KY88z9pKamMmjUbey/UIFBqyIjLoRevXqxZs0azI0eDFoVkSE6WsQEg9yay8UVHKg6zIQJEwgODkahUDBixIjAOIZ3SiI+zMDFsgaSDRo6t4gMOCJf54cffiAlJYUJEyag1TZ9TSEKfPXhbKqPHyRx0m3UWJ3IMvRqHRMQL6utrSUry99Jc6qwllCDOtCCHhmixWeIIaRlD7acLAEEdgpwc9cU0mNCbrg+d54t42h+FUqFiE+SiQzWYQgKoayikvraOmyWBsIjwsnIaIXN5ePdue8zc+bMP/UkaubfS3OmpJlm/iIOHz4c8CzRBEfSYHcTFqRFEAR0aiUd2rejpvgiKSECkizTpU0yZ1bM4fNnJvLOU/cwfcYDtAxXU3psCz7ZB4ICZBlBlvxZk2uf47TZqDj0CwkJCbz44ousX7/+D/1XampqEASB/Px8XnrpJUaNGnXDH3zw15skJ/vrCZ5++mmSkpIAAgWG4M9sxMXFMWfOHGpqanC5XDcEEr8nNTUVq9X6T+frtttuA2DdunU3vNYmIRRRFGhodOHy+KhssLNv+wbOnTiIRqPB4XBQV1XOzEdn0Ld3LxYvXowk+chIjmVUvxz69+hCz6x0OqRGYHV6SE9P5/DB/Uzqk86AdvGkx4QwrGMieXtWEhcTG3AA9kkSZaXlRKVmEhEVS2xCMpmt0klOSMAmaTl79gybNm3C45NvcKW9zpdfftnk+K6jEEVGdU4mpP4cjvpyurRNQa9R8sOqDZzcuYbJkyby4iN3oys/yt9GZZEZDju3b+Xp2Z+wdE8eBy9VsvVUCUt2XWLkzbdSUVFBRlwIZrsb+ZoHjcXhIT0phm2b1mE2m5k6dSo+nw+bzRYYh0oh0rlFJJP7tGR4p6Qm9SXXSb5mP9CrV68/PMbvvvuOyaMH8cDQTCb3bskDN7WlZ6uYQHBnt9vp0qULAEql0EQ8UJZlRF0w0TGxRJv0RJt0BOlUbD119QYn5nqbi+NXqokO0RMZ7BeHq7Y4iG+dw+mdaxE1ejp17kzr1m2xuXxE6+HQvj3ce++9fzjuZv79NAclzTTzFzFs2DC/eur33zNq1EiQobLBzpHLVZwqrMEjgUYpsm3ZAqYPacstXVNwmauwuuHtpTtJ6juJW57+EFvJWY4ufhVbdRGCKCJf+0MvCqASRTy2el566QXKysoCSx5/1PYYERHBiRMn6Nix4x/qZ1zH4XDQokWLJr9bt24dCoWCWbNmMXz4cJRKJTk5Obz88svExMSgVqsD6fU/olWrVjgcjn86X3v37iU6OprIyMgbXgsP0jKxVzqxoXrcHi8/LprL5q/fITIigmHDR2CISuaLdQf4ed8FiqsszJkzB41Gw+0j+6PRaGgRE0yMSY/F4aFFdDA5OTlcunQJnVpJ5xaRDGgbxcThfWmsLuHHhe+y98hJqswOaiwuai4cwBSVQIXZQV11JedOnyT/yiVCk9ui1hmpFiL5ZONZPt54lg3HipoEJ+fPn2fu3Lk8/vjjbNq06QaROEEQ+H7BOyT5imgdb2LlD99TWlzIHY+/TO87nuPxl2Zxzz33sHTpUqZNm0Zay9Y4dLFEhWiJDNERbdJjsbsJSWrrb5U1X6VVXAhVFidVZgdalZKRnZMRBAGj0chHH330X9b3/B5Jkjh//jzLly/H5/NRU1NzwzYrVqzAZrPxxhtvoFEpiAnVN/HlqaurQ5IkOnbsCECXFlGYHW4aXR6cHh/FlQ247TZapvxmJaBTK2l0enB7fYHABsBsd/vrrcTfuT8rFaS0aodcfITRfTogiWoaXV5So4Ip3LWUxx9/HJ3uxkCrmf8MmpdvmmnmL2LXrl1s3ryZvXv3cuTIUUq0rTDEtvSvOwggSz4sDTV8881O5s2bxyOPPILeYOSFj38EQSBIp8brk5j4yMt88vIM1LoQJJ8XQVQAMpIMkizRUHKRjh07YbGYuXLlClOmTGHbtm20bt36hjF16NCBmJiYgMjaH+HxeAI1JddZtmwZKSkpgF8Qa9OmTURGRlJfX8+cOXN49dVX+frrr7nnnnv+cJ+ZmZkBmfjfI0kSS5YsYfbs2Vy8eBGdTud34v1dPcl1YkP1dIyCrqMHEpbRjcc+XsOBo6ex6PV0jBvM6v0XaZ+eyJniOm66ZQozZ84kWmGh1qihyuwPiMKMGga2j0d100189tlngF//olOnTgiCwNEzF/lg4WLWfP0+v2oUvPv6i5zbu56YvneSm3sej92MKTSM9MRkrBYzKd2Gc6qoluhr2YVzV+tRKxUMzvYbJA4dOpROnTrxwQcfBDIVQ4cODWhyXLp0iaKiIrZufZEJE8fjie/K+Am3k5oQg9PjIz5nBI8/4wgIjY28dRLI/izLdXRqJdUWJxEREaxc8SN///vfaWh04/b6iAjWoRCbNj6EhoZSUFCA2Wzm5MmTnDlzhkuXLlFQUEBZWRnV1dWB4mav14sgCGg0GrxeL+vWreONN95osr9XX32Vvn373rCsc50DBw6gUqkC9Uat401IcgpH8ipxe2XO71lD1YWjnL+cQ+f2/uvO5vRgMmjQqBRNsnkRwVoEwa+sq1L6VZFdHi9d27fk4JqveXxke+obXXh9MpbqMro/+AuffdgsmPafTHOmpJlm/iK+/fZbzp07R2JiIkNGjCY0viUKQUKWvOjUagx6A/e/8gkhISH07t2bxYsXM2f+Zzg8EkE6/01ZqRCJjgwjunUPjAYtCoV4LagR/BLaskxixwFout9JWPvBpKSkMmLECLZv3/6n4woJCcFsNjf5nSTLWB2ea3bxMmlpaU1e37dvX6CGpEWLFkycOJG1a9cSFxdHSUkJw4cPZ/r06RQXF//hZ17vrKioqACgpKSESZMmYTQaue+++0hOTubw4cNotVqGDBnyh/vYsGEDbdq0ofXA2+k16W9cbfCgMsWALgxBEKg12zA73ARpVRwvMhMbG8tXCxdwZ/8MpvRpyeQ+LbmzfytC9GoGDx6Mx+Nh1apVZGRkEBcXx/q9p9iR7yB78Hgef/0jMnqMYPKkiZSWluKsuERcbDQdu/QgrWUrTEEGfI31mBJaERGsRRT9T++RwVrOlNQhyzJPPvlkoKgV/Ms4wcHBDBs2LHBMzzzzDMnJyYwaNYrS2kbGT5xCWmJsYIlPBILjWqBQKMjKymLjmhV8t+RbTpzyu93Kskyjy0tKVBDt2rVj586dCIJAqFFDtEl/Q0AC4PP5+PbbbzGZTAwaNIjnn3+en3/+matXrxIbG8uYMWN466232LRpE7W1tUiShMPhYOvWrYFM26BBgxg/fjz33nsvubm5vPPOO396vX377beoVKpAdk4QBDITQ7l7QGuO/Pg+Py16j5YJEWzfuYvla7ZQ0WDH7ZUY1jGxiUw8gFGrYlD7eOobXVSZ7VSaHbSKMzF+eD9/W7csE2bUEhWiY+7c95gxYwYhISF/OrZm/v00Z0qaaeYv4vrN+rbbbqNe0vPq8qMEaVUUFRdjdlhRa/ScyWtkyZIlDBs2jLS0NMbfdgtf/+o3Truett63/yCuxgYsDWaCowxIHgdenw+l2v9kKiqVyJKMPqM33TKzye7Wm4cffhiv1/uH3TD/GJRcrbWx4XgxVocHc30tsVn9OHC5GqNWSUacCZ1KQWlpKXfddVfgPfPmzSM0NJTvvvuOLVu24PP58Hq99OrViw0bNtC+ffsmnymKIkqlknfffZf169dz+fJl4uLieOWVV3j66acD49y5cycdO3Zkzpw5zJw5M/D+mTNn8t5776FWa9Eld6KyrASFLgTZ40QWjWiNJhzWGqrNDpIijFgcHgYPHsymTZsQBYGYUH2T8Wi1WrRaLbfeeiu33nor3y9bzqebzxFm1KBSioCeIcNHM238CCYOzmHuS49xwRFKo8uLRinilSQuVBWgFgV8kozqWqep3eHi+NGjpD9+C1euXOGzzz4jLCwsMAdbt26lQ4cOdO3aFaPRyK5du1AqlRgMBrbtP86OS02DRRlYvmwZY8eOZfTo0Tw280Xi4mM5lFfD0ctb6dAmjd7ZGWQmhjFkyJB/GhyAPzNVXFzM22+/zcyZM/+0W+qPuC7SFhMTg9Vq5cKFC9TX16NUKunRowcdO3bkscceY+rUqYiiyPnz5xkzZgxXrlxBoVDQpk0bjhw5Eljmu+2221i7YRMvfPoLwZHxFF8tZd/BI3z94SyWzX+DhHBjYN5+T3ZKBKlRwVSaHQRpVUSbdIHvyunTp+nQoQPl5eUsX778n2r1NPOfQXOmpJlm/iL69u3L8uXLyczM5OS+X1GKIu5rDrd6gxFBqaIs/1zgyblly5aEGTW0iAmhosFBo9PD5eJy8q9WMvSWySiUIm6XGxkBlUoNgoAsefG6XRhMEQiCAq8pjY1n60jr2Ifjx4//4bh+H5Q43V5+PliAT5KJCtFRUWuhxcCp7M4tY/vpUpbsvMSqdRsRBIHevXsH9hEaGsq8efMoKytjwYIF9OzZE71ejyzL9OrVK2DAdp2LFy/i8/mYP38+aWlpnD59mqtXr/Lcc881uTFmZWUxe/Zsnn32WZYvX47dbqdr167MmzePBx54gLvuvQ9BqcJus2CzWfF6vfh8HgSlCsc1bZYGm5uMuBAeffRRiouLcbvdN8yBJEl+Q8BbbmHFihVYHR5/cKH87U+kXqMETQjh4eHs3bGVqX1b0jktgrgwPT3SQrm052f0jkrKaiys2XmEL1bv4rsNezn46waUSiVarTagoPr742vRogWXL1/G4/GQkZGBx+MhOzub9ukJhBk1VFucuL0+GhpdVFdVUnD2ME+/9g7BGT1JHTKNnC7dGD+wExpc7Ni+jVmPTOTShfNMnjwZs9n8TzVqPvnkExQKBc8+++z/q4AE4NixY4iiyMaNG9m7dy9nzpzh6tWreDwefvnlF3Q6Hffeey9arZb09HQyMzMJDg6mpKSE4uJirFYrCQkJnD59moEDB7J27VoWLVtHUEQ80SY9Xdq15L5JtxCV1p6cnE68++67gD+z8o+F28F6NS1jQ4gJ1QcCkpCQEH755Re+++47br31Vu644w6ioqL+Xx1jM389zZmSZpr5C/B6vXTq1Il+/frx0ksvEaRTMrxjImuOFKDUB+MTFEg+N9ZL+wLiUPv370cQBEZ2TuJUYS0XyxrYtHEDQcHhtG3dGoWxhgvF1Siu1VvIkoyAgKvRgkZnQPZ60ar82hOxWf05d/5CE0PA6/w+KCmta8Tjkwg1avD4JGobPcheNwIC0SY9VWYHS9fvCXTj/CMqlYqRI0cycuRI6uvrWbRoEc899xyPP/44rVq1ok+fPuzdu5eBAwfStWtX9uzZ81+2Zj7zzDO89NJLTJw4EaVSiclk4ty5c7Rq1QpJlnl56WEqzQ4UokBxRS1ujwedSsSuMWLUqYkN09O3bSwGTRJqtZrFixdz//33U15ezvz581m1ahWXLl1CkqRAoBWsV6FSijg9PrTX0h42p4eOqeGkpqaycuVKCgoKOHbsGEVFRTgcDkRRpKjgCiUuA6GJGQTrdbRtnUH04J78MOcpeiUm/uHxSZLErbfeGujKOX78OD179qR7t25s27mHg3k1FFRaiDbp+Xb2u+QMHsvuPCv1NidhSW05nFdF78xk7rhtJJeKK9j8zUWysrLo06cPSqWSNWvWMGHChD/83Hnz5jF06NAbsg8NjS6O5lVTaXaQGh1Ep9SIgCPwdfbv33+Dmu91xowZw5gxYwI1Qvfccw/PPPMMf//73wPbFBcXM3jwYLKzs9FoNBw9epQ8u5HGBntgG6NBx5gxNzOgZRDPPfcU77zzDoIgIEkSTqfzD+tW3G43W7ZsQRRFZs2axbBhw3j00Udv6HZq5j+T5kxJM838BRw+fJiRI0fSt29fdu/ezebNm3l7xmiqrl4BQUQUQa830H3Ks8yaO59Zs2ZRXl5Ofn4+IjL71i3lhamDsdls9O/Tk/0XKyioNIPsQ5bk31olFQrUxjB8Pgm1Tk9ShBG1UkFNTR1t2nf8w7GZTCaOHDlCVVUVKqWC6w+hbo8Pt9uNQhRRKvxPnzq1grzSKnoNGs7PBwv4fOt5tp+5SqPLc8N+Q0NDefbZZxk8eDDR0dFMmDCB+fPn069fP0aPHs3Bgwf/W1oRXq8Xj8fD9u3bUSqVdOjQIVB4KwoCdw9sRahBg9vrQ6NS4rab6dM2lsvbl3B/32Qm9U7HoPF/Trt27XjuuecIDw8nLi6ORYsW0apVKzZs2MAdd9zBG2+8gSzLqJUKhnVIxOrwUGm2U9lgJ8akp2WUnrq6Oi5evMihQ4dol5XNG+9/yqFzhVy6UoRCH8Kw4cOYMW4Ik0f2oUOrZNRKkSqnkocffYxGp+eGp3yr1RoQuQPo1KkT58+f5/Lly7Rvk4Gy5qK/pTZJw+kTR+k9cjIgc7a4DqVWj0dWsft8JUfzqwkODmbJku/YvXs3V69exev18txzz/HAAw8weLDfUC88PBy1Wo1CoaCgoIBJkyY1GU+j08PSPZc5XVyH1elm34UKVh68ckM77okTJ4iOjv6n504URe666y40Gg05OTlNXlMqlezcuZPWrVvTpk0bsrKyiAszYHf9VgDt8fnrTi6eOQH465fuuecegoKCuPPOOwPbSZLEnj17eOCBB4iLi+Odd97hxRdfJC8vj3Xr1jF58uQ/9H5q5j+P5kxJM838BfTs2ROfz8fVq1dJTk5m0aJFRGR0ITk0GsHdiEqnRatQYrF7WHWoEPdFf2Fqy5YtAb8YWd+hY7DGtmT3mWKCTCbslnoEUYFSF4SIjLvRjKjWIqo0CGot6dHBZMSZqK5rwOVspFNW2z8c2/Lly9m9ezfR0dFodXrmrzrI5avV5F0pwubygSASHqRFlmWsTg+VRfnEjnmB0jobOrWSkwW1lNXZmdK35Q2FiOD3LElKSmL69Ok8/vjjTJ06lSVLlvy3527//v0oFAoGDhzI7t276d69O7Nnz+b555/3z1GsiZfHd6aw2kpVZQXDek9g11w7L048xNH9O2mZ/NtN12w24/F4ePjhh3nssceaSJn37duXH374gTlz5vDMM8+QEWfivlA9l4urWPb9Ej5b9jV35ecB0KVLF7bs2MPyfXlYHG52X65HqRAJj29BQ31Dk7bVS5cuY4xKoliZwqebcwkP0jCiUxLRJn9di91uJyEhockxp6amkp+fT1RUVKCVXKPREJ3kd7s9UVCNT5KRrxWLer0+LpfVE2PyB6Kt43tz6tSpQGfNpk2biI2NpVOnTrRu3TpQx3J9SXHixIm/jbe8AbvLGxifQaOivMFBeX1joK4D4PLly6Smpv63z+OfMX/+fIYOHYrNZiM7JZwLVxuobLAjAzarlWUfvsrVcwdZt25dQOStR48ejBs3jtWrV7N//36WLVtGSEgIU6ZM4ejRo4HOsGb+59GcKWmmmb8IURSbeG0ERSWBJONyubA0mKmsrMRqMfPp19/z2GOP8dxzzxEaGoosy3QdOJq4gfcT36INCq0Bu9OLQqNHpTMA/u4bWRD86q4+H8hQcCWfaquDK0WlJKjMqJU3+nysWbOGvXv3kpmZCYDTYeepu29h++FzlNtFRJUGURvEgVOXuFJWw4Ft65BlH1HR0YEWzagQHVVmBxX19hv2D2AwGJg0aRIqlYrp06fz3XffIQgCgiAEHHP/Gdu2bSM0NBTwBwPvv/8+L730Env37g1sE6xXk5UczuCumUheN+fPnyc6Oppdu3Y1Odb8/HyOHz/O7Nmzb/BW0el0PPjgg7zxxhtUVVUxc+ZMstpk0KVNEl/Mf4fsrPYcOnSIBx54gLKyMvZfrMDm8BAdoifapEerUtAiZyAleblUW5xIkozd5eXClSJiU1tj1KqICtFid3lZebAgkAVwu92Bm6gkyxRW+SXT86oaEZV+A8R9+/b5600aG5CRsbs8eDxuJJ8/Q6VQKHC73ZzduwG9RklRURHt2rULdJpcuXKFAwcOsHTpUl555RXGjBlDTEwMt99+Ozt27GgyDw6374bgUoAbxODy8vICQfP/CUOGDCE4OJjXXnsNnVrJ5L7p3Nw1FVv+Ed57dBxGGiktKw8EJAUFBVy4cAG1Ws20adMQRZH169dz5swZnnvuueaA5H84zZmSZpr5Czl37hz9+/cnPz+fMKWTEFMwGqUJlUKB2+PB6nDjqMxHq9Uye/ZsIiMjefbZZ/HGZHPx0iWCdCr0YXE43BJKrR7Z5wX8hX8KlQYQEAQI0mkoyC9h69JjJAQr6Z+T+Yfj+fLLL5EkiZKSEm6//XY6duxIRUgH8ivMVJQU0L17N/KKyziVe4mVH72M2mNBMCX6hc9MTTtYvNKNqrHXmTx5Mv369eP555+nffv2CILA6dOnqaur+y/n7OjRo01qWB5//HF27NjBTTfdxNWrVwPdLNfR6/Xs3buXjIwMTpw4wc6dO1mzZg2fffYZo0ePJj09/U8/a+7cuSxYsIDo6GhCQ0MZOmwY8778kTqC/csXoeEMGjyEL774gpIaG8H63/RTDFoVcSnp7FnyLo89eB+Xys2E6NSU5J5g0IgxgaAwWK8OBHGJEUa8Xm+g5frXM6Ucv1KDUiFQUHSV7NufZ+HWCySEx/D9T6vIat2CNiYP+2UJGRBFBV6XnfDwMFyizKoFCxA/fMWviiqKlJeXExMTw5kzZ8jOzr7heJ966ineeustzp8/T5s2bQBIjQpm34WKgPaH3eVFKQrEXZOIB5gxYwZ1dXWcPXu2yf68PolThbWcv1qPUaeia3pU4H2SJGF3eTmaX0VhlY1ok46u6VGEGjVMmjSJb775hvfeew/J6+G+iWM4cuYCE594k7Ydu/HVjks4ik6y8advuHTpEuPHj2fbtm307NnzD1WIm/mfS/PZbKaZv5Djx4/Tpk0bduzYwYndGwl21+DySticHlw+iA1Wkb93VUDL4qGHHsLn85GW2ZEWyUnYrFbqqiuuGX8LiAp/rYQMCKISFEpEpRq720tYahalDhVfff5pwGfk9xw9epS9e/eyYMECbDYbb7/9Nk/PnEkjWlKT4tBqNZw+fQaNWk1wTBpDH5nDiGe/Iq5NDoeOHMXl8SHLMma7G51aSew/tNleR5IkFi9ejNfrDSyPnDp1ClmWGT169H85ZxcvXqRdu3ZNfvfzzz8TGRlJ165db1CjjYyMZPXq1Zw9e5bDhw8zaNAgli1bhsfjaTIP9TYXBy5WsDu3LJDlUSqVpKenM2LECOrq6nh21nwuWVT4JAkBmV/PlhHaohMej4cgpf+8Xcfu8tK+dUvKi/MY3iGBJ0dlEe8pxFpxhfSWGYHtrrvwqpQiTqcTWZZJTk6m1urkZEEt0SYdYUYNFQ2NGCMTsTjcFFZb2ZnfSMs2mXzy91fI2/gZgteNKAoIChXWRgcXdv5MUmQwq1atYujQoWRlZREVFYVer+fQoUN/OLcmk4mEhIQmrcOxoXoGZyVgdbipMjuQZJmbu6agu1boOnPmTL744gsef/xx9uzZ06S7Z9vpUradLsXm9FBSY2PZ3rzA3EoyrDhwhUOXq3C4veSW1LF072UanR5mzZpFXV0dCxYsICoqinPnL/Lsh8vp1LUnkUEavvricw4V23nkqRcCHV69e/duDkj+F9J8Rptp5i+isKiIl199nSNn8/Dpwnn59VksfX0a03snMKZLCk+Mas/WDx6hd/9BNBpT+G7XJU4UNdCyVRuuXjyJSm+gR48eGEP9bY0ifhVYZAkQkAX86q6SD69PQqXVEt1+ICGJbf7Qo6RLly5kZmby4IMPolAoaNWqFevWriPcqMXp9pKVlYXdbsfiEVGoVEiIWF0eotv35+KZozg9PqosDoJ1Ksb1SEOlaPrnpLi4mHHjxqHT6fj6668Bf9Hqr7/++qdz5HB7uVjWwOVyM85rywUVFRVN2o/BvxR25MgRrl69yuTJkwO/93q92Gw2Nm7cSHx8PFu3bsXn81FeXs5NN93EL7/84t9nvZ3FOy+y/2Ilx/Kr+W73ZXJL6gEIDw8PSOAfyasmzKhBp1aiVSuJCtZy5qoZnU5P7eUjqJUiFQ12v6uuy8PEgdkoRJFp06bxxBNPMGPGDEJVLlQKkXqbC6fbS6XZSVyYgagQHQUFBQiCgFqtxmJ3Iwj+4l2z3U2jw40gefB4JcKMWpxuH3c/9DRbtmzh7O51/H1yR8LsBVSc3U3piW3cPGY0S9btZsTIUZw8eTIgbhcWFsapU6f+dM7Hjh3Lxo0bm/yuY2oEDw7LZNrA1kwf0oaUKL+WyBtvvMHcuXNZunQpH3zwAXq9ntdffx3wdyedLakjJlSHQavCZNCgVIgcu1INgMUtUGV2EGPSo9coiQjW4XB7uVxuJiwsjBYtWvDwww/Tu3dvDp26gCE4lBC9GlEUMeg0dOjQgcQ2nZqN9P6X0xyUNNPMvxhZljlVWMPNMz+h6/T30WXfzMqDVwjJHkH77gN5aMpo7hnYmiMbllJT18DIB17nYlkDjS4vey9UYMrsz6EVn3Dl0nlyr5Thlfwirj6fF0GhRBD90tuCoEAQwCdLiAoFkg8EhYIOYx9C+w9eH3V1dZhMJn744QfA/8SclpbGLbeM5fKun/BJYPcIRCa1RBSVyF4nVRVlVJWV4nQ4CEloQ+OZjTw8rB139MtoYtq2YsUK2rZtS0pKCocPH+a9994LmO+VlZWxZMmSP/TaqWyw8+X2C6w9UsjqwwV8tf08FfU27HY7N9100w3bR0VFsX79en788UcWLlxIWVkZiYmJuN1uDh48yNGjRxk8eHBg+wceeIALFy4gSRJ7L5SjEAWiQnREBOsIMajZea4UnyQTGhpKQ0MDAF5JalK0KgggSTJR0VF8vfBjesQJjOiYxJCsBKYNbI1OasTn87F69Wp+/vlnHA4Hebmn6Z6gJDnSiEIh0q1lJLd0S0W8ZoZ4/SYbEaxDwN9xIsn+WhO1Rvu7JSKZm4YNRxAEcnJy+HXDatZ+NZeoqGimT59By9Zt+fVMGVtOFlNVVRWQoo+Li+PSpUuY7W4qGux4fU3nfvr06VRVVREbG8vDDz8c8MFRKxWEGjUBCft58+bx2muvsWjRooDZ4l133cXChQsBcHv9QeTv61FUCoFGpwev10uD1cY/IiDgcPu7bTp37kxSUhIbNmxAo1YiCL8tB8bFxVFTUx1wEm7mfy/NZ7iZZv7FHDpXwJvL9hPTtge6sBhUphiKqq0YtUpuf/wNysor6dKlCy+++CJ3PfIsCqWK8CCt/2nSqMatCafPhEdobLTjQYl4rUhUobz+xCgDMgIygiAiCNek52UJhSAQFB5DcfVvNwRJkggPDyczMzPQiqrX6xk4cCArV65k5Rdz+emt+yg6thWlrRzJ68bVaEPy+RBEEbVaTVBIKK+/9iqF+ZcRBAGbzcajjz5KSEgIt99+O7GxsRw/fpzi4mIeffRRNBoNSqUSjUaDJEns37//hnnadsZ/M/Q7w+rx+GSWbDyEQqEgJi6evHIzF0rrafzdksmgQYN4+eWXeeihh0hNTcVkMlFaWkq3bt1u2P/IkSMRBIGff/6ZWqvLL4Z2Dc212gmPTyIiIiLgBdQhJZw6mwuvT8InyVRbnLRLCqOutpbc3Fw6ZbejQ4toxvTrxF2TJ9C9e3fS09Mxm82UlJRQXV1Nx44dGdK3O33SQ5g2sDV928YFlkLOnz+PKIpIkkSQTsWA9vHU2Vy4PV58MmgUYDKosbu8iKJAi5gQOnbsyKVLl3juuee4b+ab3HrLzYQa/ddLTKiOLQfPotYZaZWZxZVKC8mt2lOniuHzref5fvdlFm09T2ldY+DYly9fjiiKjB49mhUrVpCQkEBsbCwPPvggV69eBWDRokU89dRTvP/++9x3332B986ePRuz2czatWsxGTSEGzXU21zIsoxPkrDYPcx74xm8Xi8fz3kLpUIItI+7vT5kGVKj/VkYp9OJ3e5f6okNNRAe5C+gdnl8hMcmUltdTet403/9hWvmfzTNQUkzzfyLeXvxZupsTnxeLwIgKpQUVdsoqrYiiAp0IeEBRc/+g25q4ni65eA5wlt0RIpqjSmxFYJCgYz/CfL6c6Qsy/i8XiTfNX0H+Zr9u9K/bVyojrL6325C128qr7zySuB3RqORmto6MnL60WroNPrfOZPKmnq2fzsHj92KKSKa+MREomP9QUzBse2EhobStm1bwsPDCQkJ4fvvv2fGjBlYrVa2b99Ohw4dAvuvrq7G6/UGVD6XLl3aZI4kWaasrpFg3W+p+RC9itOXiwmPSWDxjkusOlzAuqNFfL7tPMU1vwVZr7/+OuHh4aSkpHDu3LmAuR34b3z1Nhcen4QoimRmZrJo0SJaRAfT0PibsqvF4SHKpEejFHG73dTW1gLQJT2Kbi2jMNvd1NlcZKeEU3BkC3a7ndraWqyNDn5YuYqhw4Zx5coVSkpK2LhxI2V1jWw+WcKG40X8sGYLoaGhZGVl4fH8FlDZbDbefPNNXC4XMTExfkn91AjuH9yGW7u3IG/z58QZBWosTgQBbumaismgISsrC5vNxo4dO+jRuy/K39VVCPi7U1p06suirbn8cqgAIX0AmuTOhAdriArRIQiw5khhIGNyPXM1depUKisrKSwsZPTo0fz8888kJiYSHh7OjBkzeO2113jiiSeanDej0Ujv3r154YUXEAWBm7umYDKoqbI4qbO6WL9kPid3b+Lw4cNUlZdydst3AFSZHTS6vAztmECMSU9xcTHr1q2jrq6Ofv36ISAzrkcaWclh+CSZ1knRXD20GpOhWWvkfzvCPwr5/AP/9MVmmmnmv2bQzC+RlAZEhRJRqUKWJARRgVp24awt5fRP71BeWkLr1q1JbNWB4fe/RGSwFq/Px/LdFxBEBZLku9ZdA/6oA/9aAv50ucflQFSpkbxeRIXS7+SqVlBx8RhjRw7jtp7ptI73t9UuXLiQJ/72JDtO5nOqsBaVQsFX815Hl9COoLQcrHYXoiDg83mQPC6u7F1J39umY3X6MFssuKy1jO2awvTbBjN8cH8OHDjAU089xXvvvfeHx79jxw6GDx+OKIrExcVhtVpxuVxUVVU1cf9dvPMijU5PwHywodHF+l+WY66uYPy0R4m8tkTU6PSgEAXuHdwmsFTQokULBg4cyOeffx7Y37mSOrafLsXjk9CoRG7qkMjPiz9j1qxZVFTXseLAFaqtTgT8zrpD2oRx9+RxgSzOL7/8wtixYwHwSRKy7DdEjI2NpVfvPjz62gccu1KNJMlEhugY1TmZiGAdh87mszvPglIhIgoCTo+Pfq3CGdqjPWlpaRw/fhxJkmjbti1ms5nc3FwmT57M5s2bGTx4MD///DNGoxGVSsW6devoN3AwaqV/XzabjRYtWlBfX091dTUlZh/rjxURbdIhCgL1NhffL/6KqMRUbho4gMsVFoorzdTXVnLrwBzCg/wKqFVmB3f0y6D66hXatWtHRkYGkZGRTdqswV8XlJOTQ21tLfX19QGfmt9z/PhxcnJyKCoqIjExEVmWsdhdjBg2lDO5F/h25UYSEhM4vf9X7rtrMvv276dtVif0GiUqhT9LlJiYSFhYGMuWLaNbt24kJSVx4sSJgGKr1WolJiaGhoaG5pqS/x3cKGh0jeZMSTPN/IvxWmsxBgX56zpkGUEUEQWwWhqorirn0yUryK+y8fGCz9i5YSX6xhKq6q0s33wIQaFCliVExe+79wVADnRxeH1eRKUaWZJJjjSgle24rHWEq7zolQKpMSZaxPzmjPrzzz/zyvwl7DpXgUIU8fgkDK36I4el4XR7ARlJ8vqzOPpgUroMZe9nT3H58Fak+hJuH9oDhSmBZXsuU1Lqd/mtqam54bhlWWb+/PmMGzcOl8uF0Whk3bp1dOrUCbvdjkaj4cCBA4HtB7dPwO2VqGhw+GsfvF6Ob/4BU1zqDa23ZocHp/s33QyHw4HJZAr8XGt1svFECXqNkqgQHRqlgnVHi7nr3hnYbDYK8y8xtV8Gk3qlM75HGg0n1tE2PYmSkhKOHTvG5MmTmTp1asAnx69qK7Jq1Sqqqqp46rV3OXipkjCjP/tgbnSz5kghgiiy51wZBq1/CS7UqCHUqOF4sYXjx4+Tm5vL2LFjue222ygqKuLYsWOEhoayceNGdu/ezalTpwgPD+f999/H6/XStWtXtCoFoiBw+fJlEhISEEURWZZJSUkhzijQo1U09TYXVWYnESE6Co7vIDIuhY0nSrhUbsbpldCERLIvtwTw18TI+AOxJ598kpYtW/Luu+9y4MCBG3xykpKSSE9PR5ZlBg4cSLXFwYbjxXy/+zJH8qpwe3106tSJhIQE/va3vwXeN2rYEHLzi/nbhz+Rb1Gw61w5ZlNbhowZz4jhwzGoxUBh9Lhx42hoaGDfvn20a9eOy5cvU1VVRWpqaqBlPCgoiOTkZHJzc//rL1wz/6NpDkqaaeZfzJU9P2PUKhEQ/BkPhUh0qAG96CY0JpkCh4G1Rwo5awtCpQ/m0aljePe5BzA31KFQCAj/8FAhyzJy4Hf+OhJZlvC5Hag1WsYN6IiruoBTh/fQKsTN+J4tAjcAs9nMwUOHUYQlE23SolEp/LUVCiWyoECSAVn2l6TIMkqVSEh4NGa3SIcO2dw7cQyhQQYig7VU11uw4X+S3bV3f6DQ8Tp33XUXf//73zEY/DoV2dnZfPXVV2zatCmwjDF8+PBAQBMfbmDawNbclJ1AiLOU1+4ZirmyhIsnD1Fv/U2YzeH2YtQo0ah+E4NzuVwBgTWAkhqbXwX12jZatRKfJFPvgvj4eD744AMUokBDRSH9umbx6isv8dJLL1FcXEynTp1YvHgxSqUyUNAJ/s6eGTNmMGjQIK6afQTpVChEEUEQCDVqqLW50BpDqbU0NhmbWinS6PSSnJLCjh07WLt2LatXr2bbtm1N5OV79+5NeXk5jz/+eMAR+bq3zObNm8nMzCQjI4OSkhKCgoJwuVy0bJlO6wglDw1rxwND25JlcmKtvkqVU4lPkpB8PmT8DtMNDh/l9Y1UmB10TAlHo5DZvn07r7zyCjfffDMGg4EX33yHlQev8Nnmc2w+UYLV4aG2tpbhw4dz7nIhz8z/iUtlDVgdbnacLWXj8WJkWeaZZ55hzZo1eL1eBgwYwJEjR3jpwyVER4QRFaLzB4YqkYmPvYrP52PcuHEAfP3116xatYr169cHsjBxcXEUFRWh0WhISUkhPz8fgJycHI4ePfpPvmnN/G+gOShpppl/IfX19ZhLcnn2ls5E6GU8DivtEsPp0iKCRq+SuDA9MdcKOw8ePkGrvrfS6+a76DDsbsIiY3FY6lFcdwCWZWRZCninCBBYYFWICgRRpPbackSvHt0oObmDXlktmrTqbtq0iZ69eqFQ+oMkWZbJL6vDJWgQVBp8Pl9gWUihVCDLMkaNApDJbNtUpv7U6TMkZvWl16MLSRn3Gg8v2sPaI4UBj5SSkhIsFgtffPEFISEhDBw4kDFjxgDw2WefYbVaCQsLIzU1lYsXLwKgV4u8/uT9PDD5Zm4adQuHzpfQWFXIt0u+45uf1rPz0EnMjS6GZCeg+F3tjdvtJjw8PPCzVn2jeq2AjEapYNiwYWzYsIG77rqL9u3bExkZybHcfIZPfoALV+txe30olUp++uknVq9ezc6dO/nxxx8JDQ2lurqa/fv3U1dVHlBkBX9NjL/YWCJYdFBndQbOU53NRWp0EApRpEePHqSmpjJw4MBAm7YkyxRXWzldVEt5vYN33nmHgoIC9Ho9w4YNY968eQwfPpxJkyZx+PBhlEolXq+X2bNnExYWRsuWLbmQe5Znn3qCLl264LLW4fL4MzzXG2H8HUQC1dXV3JyTTP928bz11ltotdpAl86tE6eyM89KWV0jKqXI2ZI6VhzIx2yxkpWdzZ3PvEtuSS2F5TX4ZJkYk57L5RbqG1089NBDKBQK0tLSOHjwIMeOHQNtEAbtb0stBq2KOpuH1atXs2bNGhYsWMD06dOZOXNmoH3Z4nBTb3NhMBjIy8sjIyODzMxMDh061ByU/F9Cs6JrM838C7lw4QKNjY08ff9Eiq+W4tRGk5P8GLUYsdWU0r73aI5fqcbjk6hyKUnKGYJKqaS2wUxMdBSFeXnIOi2yrEAhQlJ0GMVVZiRJAMW1Thv8mQ1RqcbhcFJpdtC+VSqemkL69u3bZDyrV69m7JjRJMabOHe1Ho/Hx96zxSiUamSfBxRqFIKIJAqIiKgEmcqTW7FUFPDjL2sIDo0kKSGW9MRoistriO00BK/Xi9flpNbm5Id9ecSE6uiSHk1WVhbHjh1DpVJhNpsZN24cLVu2JDk5mQceeIB7772XS5cukZGRQevWrUlISKChoQFRoeTtb9ajCI5my+ky2oyYAbKELHk5de4Ca7+exycOv+z4E088wYULF7DZbE1S+ylRwZj0GqrMDgxaJTaHh/AgLUmRRp544gm+/PJLVqxYwQ8//EBc+z5sOleJQhSQZJmoYB23905nyJAhDB06lIEDByLLMnfccQeff/45w4cP56n7JjD1+fm0bdMKtULE7HCTnRyB4HNj8tUREt6O0rpGBCA8SMvgrN+8bSorKwMFoz5JZv2xIi6WNQACyDIdUsMZnJXInj17/K2/v/7KO++8E8ieWB0eVMFRBIVGcP78edq2bUuHDh2IiIhAq9UiCAIeuw21IQRR8GfnBNG/5Lf5m3eZc/82AD7++GMmTZqE2+tj34VKInpOQnv8HIVXK8jKSCIqREel2YFPZUQd0waNIRVj/UWOncrFKSlplxSGIIDb81sR8bFjxxg/fjzJyckkW6oorWskzOivhTI3ukmKMDKgZzZ33XUXDz/8MB06dOCdd97B7fWx6UQJl8oaEBCICdUzOieZo0ePMnr0aHr16sXLL7/cHJT8X0BzpqSZZv6FbN68GUmS2L59O+b6OrCW8+Wbj/HGfSORfR52HjvP0WPHOXX2PEp9MNGRkYSGhiIo1NicXozhUXh8AjKQGqald5tYlIIPrtUV+BEQRAHZ56OuOJdbu6WSHeYmKjy0iWGa2+1m48aNjB49moFZCbRLCuPAuUJ8kkSYQY21/ApKnx2P24ndXIWluoSzu1axe+WXdBs6gV69eqM1hHDV7GP3hRr0kUmAgEopIEs+VKLfN2X/xUqqq6v57LPP6N27N5cvXwYILNmcOOF3fH3kkUdQKpXcdttthIWFkZmZic1mY822fYhB0USH6FArRQSlGl2widtvHspDd05g2tNv0rPvAH755RdatWrFzTffTE5ODh9//DEXLlwAQKtScHvvFnRKiyRIq6Zbyygm9PJnjdxuN4IgUFdXx9BRYzl4qSqwxBBj0lNlcXDhqr+WIT4+HlmWGTJkCN9++y0ajYbt27fz0P3T+O7vT7B3yxqCdGpuyk5gcFY8SqUSu7WBib1acM+AVtzRL4M7+2cQcq0mxu12Y7PZuPnmmwH/MtPFsgaiQ3TEmHREmXScKqylssFBp06dSEtLY9iwYcycOROvT2L1kQJeXHqItuOeZVuliRUHC5kwcRIRERFUVVXRZ8hI2vUdhevqKUAGUQRBRJIgwaTj7IFf2blzJzNnzqS+vp4zZ86wO7eMI3lVhBh0qFUKTuddpfxay7AAeFFg10aREhlEWloaHpeD4sICrlSaMWiURAT7l/BsNhspKSls3bqVkJAQ5r3wADVVFVQ2OKg0O1ApRQa2jwcIFEVfF9I7fLmKi6UNRIXoiAzRUmV2sOWkvx157dq1TJ8+nddff52TJ0/icrn+f/yGNvOfRnNQ0kwz/0Ku34jVGi0Pv7eU4TM/Z8Lr33Pfez8jSRI+n5eQsHBCI2PwuZ1IsoxBp0WhUtNQW4OluhTB68DndmEKMeD2yagkD0j++g3B3/+LSiHSOiGUoiNb+eaT97j/3mmMHDmyyVh27dpFq1atiIuLQ6tSEK9ooDTvHGEGNXZrHVqNmuTYSARRJD4+HgGZNr1GMOjhdyA0mTap8RgjYlBqdP7uHkMIkqBEVupQG01YHW4kSUKlVHDffffhdrsxGo18/vnnqFQqBgwYgCRJhIaG8tBDD7Fw4UIaGxvR6XQolUo2bdpEamoqr7w9F5XCX6thsbuRJb9BnMPtRaUUiYyM5O335lNcXIzRaGTUqFEcOXKEnJwc+vXrFxBmC9apGdAujil9W9KnbRwGjX8pYdGiRSiVSjweD+ZGF4JAk6UgjVJBpdmJ1+tlyZIljB8/nu3bt1NWVkat1cnHm85iS7uJoY99wIEDB3l0bDfKzx9BqfBruDQ0+F2Cw4O0RIXomoiJbdu2DaVSSWJiIgA1VicCQkCgTRQEEKCu0RW4fq4HlqcKa9l+ugy3V8JlrUWlENh5tpQL1V6MIaEs2pIL7W7F0H4U2X1H0FBykcbaMtzWGooOrmZyO5G+ffsyfvx45s6dy6xZszh95iyvvv854UYVkcE6YqKisZrrKa21XbMPUGCvKyc4OJjwIA0p0SG0aNWWBquN2tp6xnZLRXmtgyYvL49PPvmE+vp61q5di72hmtkzRvHR89OoOrGZO/qkBbp/du7ciVqtDtQB5V6tJ9SoCRg1hgdpKKyxBkwAFyxYwKxZs/B6vezcufP/p29nM/+JNAclzTTzLyQ3N5e0tDSisgex9XgBtdWVGLVKvCojwXHp9M1KY0BOJmmxYbgbG/B4PJiMapBk9AYj2dnZZLVOx1mVT96ZY4gC+Kou0Fh6jqTIIIJ0auz15eBuRPDYES2lLFiwgKeffpr333+/yVh27NjBkCFD2Lt3LzNnzqRr1664Ky5gCDFhMVsJDjFRUm0GBOLDgnHZzMSFB6EwRuJVaMivMONwe/F5XH53WhF/rYsEgiDi8YHL42VguzimT59O165dWbFiBUePHuWFF17AZrMxceJEwL90AP5ASafT4fX6NVaWLFnCyUO7qayqRpZldBolsv+2jU6tRJJlJFnio3lzMBqN2O12Vq5cCfifuhsbGxk/fvwN50GSJA4cOMDzzz/PF198gUqlIioqiqMHdiMIBOpDZFnG6fGSEG7gxRdfRKlU8sMPP5CUlMQdd9zJ51tz2XOunMoGB3WNbloOuZMutz3KqFGjyMzMRJIkzGbzn14PmzZtIjo6OvBzRJAW6VoXFXDt3xB2TY/D4XAQGRkJwPmr9TjcXvQaJbIMeq0aWYYajw5Fag9+2XceQakFUUFFgxNdWAymYAONRSco3P0TY0aNIicnh5qaGqZMmcILL7zAiVNn8Ygavly+jgabg5y2SYiikpKySoJ1avqlB+NuNJMWF05Do5vEcAMDO6YRrhPY+uUs9KKXrVu3kpKSgs/nY+jQoQD0HTiEOd+sZe6K/XQdcguLFnxEsNFAcHAwJpOJqVOnBtp9AQwaVZNCaa9PRq0QUSp+C+ief/55pkyZQkFBwZ/ObzP/82muKWmmmX8huRcu8faceby75jRhIUaKC/OxmuvIzGyHUqXmUlEZg3vGoFUpOKbW4vM4UYoiHlcjXVrFER1qwO1oJMSgYdfSD2ijb2DPDx8T33UUFyQvDqcbpS6YiqoCnPVneenZJ5k2bVoTLYeamhreeustrFYrX331FW+//TYRERGEhYWR++uPeJU6wlt2RaUPwWJrRCkI2GxWBAH0egMadSMel4v6Rhc+ry+gg3IdWZYRFX7PncaGejq3SUOrEps4AG/atIlffvmFYcOGsWrVKkaPGcPF0npK6xpx5BajCU/gl0MFeIUY2rXPYvua5YRPewif5L9JK/DR6PKw5+BR9m34gcrTO0lMTES8pjALYDAYWLNmDYMHD+axxx6joaGBkydPUlxcjMViQRAEjEYjkiRhtVq54447GDd2NDff+TC9brnXfyxAWnQI6THBfPLJJzz88MOIosgXX3zB6PFTiC6oQkak0WbG53Zi1OsIadubk2dymXbXVGprazl//vyfXg+HDx+mdevWgZ8TI4y0STBx4WpDQLmhQ2o40Sadv6C2ri4w10ad0t8Mfi2AUSqVuHxgtzWQ2mkgTqcTp6MRRCUutxelSk1CfByDutzHA/dNY9f37/PRRx8hiiKLFy/G4fayu9BBz159OHHuEuv3HKVL+7aEG0VyN3zOL69sZteuXSiVSkZ2Tmbt0SIqzQ4E4KFJI7nn+1lER0fjcrno168fZWVlbNy4keEjRrBi/xVqbU5C9Hr63HQz9S6R4z9/zCsvPAPA1q1bA6aTAD1bRbPi4BW8koxCELA5PQxsHx+QuL9OWloalZWV/70v3/8FSLK/D+/338f/6TQHJc008y9AlmX25l5F02YIV0jAGFFHo9NDWussSoqLOHToMGpDCHWXT2Hp2A6fJFN75leygruQFdOCb49vZXtFPrIsYTAY0NlKyEhLQqlU8uTf/kZ2h04oTLFI6mBS48JoFWdCrbyx48TlclFXV8eHH37IrFmzGDNmDKtXrwbA7ZXoMPIeYtt0w+1xc3bXLzSUXCZz1AyKS8tRKlU4PV70Oi2F+34mrWUrJFmHICqQJZ/fB1CW0QguqooLyWzbFqsmHI/XR7s2Gfzyyy/Ex/trCI4ePUr//v256667mDhxIou3nKCozoVaKVLojSD1phkU11hRKkQGTf0bC15/ArHsJENHjGbhy/fjS0zl071rkQUFgwf0Zfbmn+jTPecG9+CBAwfSr18/Pv74Y9LS0sjMzOSOO+5gxIgRZGZmUlNTE8g8fP/999x5553cdtttHNqxgUXf/kCHdm2ICzPw3pw5eDwe3n77bQAGDBxIWkoyVbX1hISEYLfaQBAIMhiRJAiJiufo0aPMmDEj4Cf0j7z11lscOnSIuLg47HY7er0ehSgwsnMy2SkRmBtdhAVpcZur6N69O0eOHMFgMLB8+XJeffVVurWM4fDlasrqG1FqDdg8fqO+iksnSMrqhVYfRGV1DT5EvF43KpUao1ZJmFFDtcXFl19/Q/v27Zk9ezaiKHKxrI6GRjcd06IJD9Kxbe8RjpzOZXLfdqx//3FOnTpFXl4eGo0Gk0HD1L4tMdvdqBQixQV5mOvriIiIYO/evSQnJ9OuXTsWLFhAVvf+1NicRAZruVpj48SlYpy6KJ56/ztmjOvFHVOnsHHjRmRZ5syZM7Rv357U6GAm9U7n+JUaPD6JdomhZMSZbphDrVYb8FH6vxmnx8fu3DLOFtejVop0axlF5xaRTZYK/6fSHJQ008y/gKJqG+sPXSY4NJySGhuiWoeg0VPb6EUfEY8s+ag8d4ALqz9i8ZznCY8I55MnjuBI1rP2m7NUHd/AJ69vpkWrTKJCdP+f5bV/nyL/4IMPyMzMDPy8ZNcl0nuOobqihI6dOhEZk8iVc4fRKMCjMKAN11NaWUuCoo66gtOcObCdtJyBSCoDPvzLKMgSCpWe4NhUiuocWCsLGTd2FEuXLmXWrFlotVqcTicKhYK3336bL7/8kl2HTvDJ4p+4747bEQQBWVQiiAJen0yYUY0YHkx02+48/fA0+vTuTdnlM1gdPvpPeIAe3buCIPL93nwqG+w8NnDgDcfcqlUrioqKyMvLu+G1iIgI//kpKsIUGYc2oT3fbjnBh2+/yM2DejDz6af5+9//zt///nfuuOMO7B6JHccLuFxhYfwTs9mw/zSyoEQQRULDIvD6fESbDIFC1g8++IAvvviCsWPH8uijjzJgwAAqKioYNGgQly9f5qWXXmLhwoUkJSVx8uRJvxiaIJAUYcSilrjjjsmsXbuWVq1acfToUXQ6HZmZmRw9epScnBzu7JnAvGVbcVpqqLp4jPr6PMpzD5IU9RINLggLC6fObEMWBAxaFWnRwXh8MjqNAqVCxG63B7JoZrsbpSggigIp0SFMu2UgX373Iy//7QPiYmN55pln6NKlS0BnRhAETAYNJ0+epFu3bnTp0oXdu3cjXstmTJgwgblz5+L1SX65+yoLZwprqDU3EmSK4HCRjcyB46nL3c2aNWu47777eP/99wMO0gnhRhLCjfwztFot1dXV/93L/38t205f5fzVeiKDtfgkmV/PlKJVK2mfFPbvHtr/Mc01Jc008y/gcrmZhgYzQdHJlJaVolRrQZYRFaK/QkJU0Kn3IFJbZ9GtW1cEICQkhKNHj7Jv3z5KSkoYPqAXGXGm/1ZAUl1dzbPPPsvWrVtZtmxZwOn199Lv1dXVgd873V4OX64kJT4KyeOirqoSn+QlNKkdk4Z2Z2jnVFx1pRTmHmfhG48jCgJKtZaB7RMZ1TmFvpkJJCr9Jn2Nbg+CqEClUGAIj2Po/a9Qb3PxwQcfMGXKFADGjh3Lp59+issr8ey7n+NRh7Bx9xGcHp9ftM0n4fT4cHp8/LBqA6a4Fixfu528vDy8kswzcxYxfHBfokwGokJ0+Hw+glvkENq6Nwu35LLmSCG1Vr8aqdPpRKn0P2/Jskx5vZ2zxXWU1NiQZBm1Ws2hk+f4dtcljl2pobTByYh7X+CFuV8xd+5cYmJisFgszPvgA1YdKiC/0kpksJbY2BhUXjtOaz0qrR6VWo3JqGVUTlLgHK1ZswZZljlw4ABDhw5FqVSSkJCAJEkUFhby5ptvUlxcTHR0NC1btuTQoUN4vV4efvhhwsPDOXToEKtWreL8+fN06tSJNm3akJWVRf/+/QkKCqJNWgIrFryJ8+oZqvNPc+XCWbwuOzuWfYylogidwodBBW5rPV0yYvH6ZOpsLvq0jkUUBKxWayCISI4IwuPzBXRlPD6ZsWNvJjkmlNLSUrZu3cr8+fPRaH67/g4cOEDXrl3p27cv23fsoqDKSn6FBbfXx2OPPYbFYsFRV45aKXCp1ExDfT0iMh6Xk6rSIjIH3U51TS1DhgzBYrGwePFili9f/t/+Xul0uhtUZ/9vw+nxBTqVFKKIWqkgRK/mxJUbVZX/J9KcKWmmmX8Beo0SQaPH3liJrVFAH270F2l6fUg+N1qtHrtX4IV5X/Pg6G7069cv4PUxfPjwJuqk15FlmYqKCvLz81m3bh1bt24lIyODvLy8gH7Djz/+iMFg4OzZs7z22mvk5+f7sxHX6hAuX76Mz+fD7ZPgWtdHREQkJSUlBEclIgpQY3OSV2lFEpWktu2EQf0UYZgxK8P4ccMO7pt4M4nhBjaVVqI2xRGsUWJ3u3G6PSiUKvacr+DM+TysTr/A15dffsn8+fOJi4/n/eU7QR9GbHwiheWlHL5wlSCNiEKtQaUQWLfvFD5tKO1bpVPoCWXOlyu457ahiEp1ExG40pISYjJ7UW6TCNYruVJpoaTWxt0DWuFyuVCpVMiyzI6zZRy78tuTdet4Ezq9nsOXyklsm0TktXbWIJ2MUpHNhctX6JiVSdu2bXH4FFRbnERd89zRqZX069WNbz+dy8vPPkl8SksyE0NJjvSrrl68eJGpU6fy+OOPM2/ePAA2btzIiBEjAuJw4H/aP3PmDP3796d79+4B9+T33nuP+x94mOIaKxdKG0iONKJTK7n77rt5+umnee+998gZOJoDBVZUChFZ9tcUvP3wOLy2ai6dPIBPoaGh5AKWqxd58Y491Jst5B7cxSPvr+T06dOYzeZAkJEcaaRby2iO5Fcj+pt+OL1lKSeOHqJnz55MnDiRlStXsnv3bk6ePElDQwNDhgxh5MiRLFq8jC+3n8fh9v4/7P1nYBWFur4PXzOzek3vlYRA6L33KiDgRkREBbFjx45uey+4xd4VRRQbIEqV3ntJQkkgIb3X1cvMvB8WLuXoqf+9f+/Z++T6oGQma9asWTOZZ55y36gIWAxaZg3pQEJCAm+98TqPP/cqaw8UhXqCFAXV30qv7l0IqBK+oMKUiRMwGAzY7XZmz57N7t27efHFFzGZTP/hdfVr5u3/MuECjfrbDyog/vNXboD2oKSddv4hdE2NJD4mmrPldbgcrSCIoAQRREAGRAGrUYvDL/Dyyy9z1113ASHn3pSUlIu2tWzZMp599lkqKiowGo1kZ2ezf/9+VFXlzjvv5K677kKwJjDjmhv59OM3cVaXsGjRwzz//PNUV1dz/PjxsMkcwPTp01mzZg0dE+0UlDeRnplJ/cGDBGQZxe/kfJ2D8yXnMZjtaI1mpKg0JIueqX26sGrTbr5avxudJCDoTOh0OpqcLiStHjXoRm+2oJVE9h04ypDp19Hk8AAQFxdHr8Gj2bzrAPPnzETbrQMbW5spLC4jzm6gubSA/KI4GppayUyIoX+nJCRRoMYhoMhBxIAbh1fCZtSFVGgr65EElRhbKGCItkrUtHgoqW0LByV1rR4OF9cTZzMiiqHA7HRlC7FpnahpaCX7d1Lwv44ER0TH0rVrV6xWK4IA6gWPoV8bCWNjY7GajOz7eTmffPJJ+PVer5fBgwfTt2/fcEACMHr0aABOnTpFbm5ueLkoigwdOpRjx47hcDg4ePAgCRk5fLz5FN4LY7AmnYZZQ7Po1q0bgiBw19138/7Gk0SY9Rgu7LvD4yeuxzgmTr+M9JQkRAHOnq/k67eeZurAbAKBAFarlW7duvHAAw8wc+ZMcnNz2bZtG6NGjWJk1yR6Z8ZQUHiOKy+bQl1NFV999VVYXv/OO+9k5MiRjBgxArfbzaxZs1i+fDlf7TqLrKjE2UNBRJPDy/aCaiZMmMDPP//MxIkTOX94MzHZfUiNiyIhsSMOj5/ESBPvvvUGu3bt4ujRowwaNIi0tDTefPNN3nzzTRITExk9ejQLFixg2LBhf7iu2oMS0GsluqRGklfaRIzVgKwotHkCjOya9J+/+J+A9vJNO+38A4gw67lpXGc6JEUjCmDRi4QeawQkSYskCKTFWCk8tjcckAAsXLiQa6+9Nvzz22+/zdzr5tN/9BTW7sknr7CUPXv2YLGEau/HT+RxqNnCe9tK6DDySj7eVcUpXyz5BSF104SEBO66666L3Hh//vln8vLyuH5sJ3JTIwkoAtaoOCrzdqHztVDT5CCoMWK2R9LW2oKkN6PRm4mxGZk5th/NteXU11Qzvncm0RE2ECU0Wi2S3ohOp0dQAqjmWLIHTebTrYV0mnwLjy4/QLfL7sIpa/H6Qjeny8f0p622lCPbfsZ1bj97N/6A3lPHhMHd0Gmk8OSF0WJn9QfP09baRl2rh7pWD41VpVh0F5uYC6gEZDUclDQ5fQiEeiYg1BMhCgKRCWm0VZ3F6Q2EM0hOTwCzQUuEWY9WqyUYDBJjNZAYYaa+zUtQVnB5AwRllUuG9AiPIUNIEK1Dhw54PB527Nhx0T4VFBQAXPQd/8qxY8fIyckhNzeXhQsXsjmvEkEQSIgIWQ/ISijTk56ejnyhzOLyBtFrfvuzrddIWJOySIyNIsKsx2bS071TBhl9RtN76Di+2lbAl1vy+Gr1Bh599FE6depETk4Ol19+eeg9N2/m7SWLGd6vO3HJafy0p4AOfUfT4vpNoGzDhg14PB6GDRvG8uXLUVSVikZnuI8GwG7WUVrvYOHChZSXlzN79mykqiMM7dsVvTWSZpePSLOeQckSDz/0IM899xx2ux2Px0N2djb9+vUjLy+P6dOns3fvXkaMGIFOp6Nnz548+eST4Ymb9qAkxNjuyQzsGIfLF0QFJvVOITc54v/fu/V3oT1T0k47/yCSoy28etN4rr/3caweLefOlBKRmovVaqJbip0TB3ZSsvM7zGYzLpeLzZs3X9SYunnzZu5eeB8dRl5JtwlXc6Ckhf0lLXSOkXA4HNx33318+dN2JmROIdqix+doIsqSS36Vk8mzb2Tv+m/Zv38/y5cvD7vdQugPu8lkIspi4IFpPXF4AuSdMDFs8Hx6XDOf6pooVFWgobkWvcGAaIrALQvsL6ylpaUVgzUGv6uF9LQ0ImICbHA4CCgCotaAx+3knCOAVpLomhnP4YJiknqPpeBcOXGxMVji0lm78wgzxg2itr4RU1Qio0eNJDEuhjXrNoHmtxy0yxvA3daMq6WeHRt/Yufm9VhjkpADAbyuFkbOexSnN4DFoMXtCyKKAplxVvx+f0iYy6JHRUVRVcQLJSxFDTXT1hYdpWtqJKcqmhEFAYNOw2X9M5BEIewtIwgClw3IYMepagqrWrGZdIzrmULC2Pt4/cWn2LJlCwMGDKBLly60tYUyNIFA4KIA8NChQ2g0GrZs2YLT6QwHkwDnzp1j4MCBzJgxg5kzZzK+toWUGFt4vc2ko6rJxWX9Ood8j+QgabEWqptcRFkNqKpKVUMzQa8Tm/W37WpEAb+go/eU+dS5ZHC1cbqimSl90+mSGonVaqW2tpavv/6aN954A0VRWPTc34juNprjFU7Aye4zNcwemk1ChAmDwUBGRgbp6elASOAtxmbE5QtiueBt4/QGibeb6NUrG41Gg6IoTJ0wmsbdy2jxgNvt4XRNKW8c2M2AAQN4+OGHeeyxx4iKiqKqqopevXrRrVs33n33XSBkfvjtt9+ydOlSlixZwlNPPUVERATp6ekXuUH/X0WnkRjZNelfJjvye9qDknba+Q9wuVx4vd6LzN7+O1iNWl564Cb69etHc3MzklbPc397l5f/+igtVcVkd8ikubkZl8v1hz+2N998M6Omz2H8nDtIigrddIKywpfrdxGflMYLL77E6sNX09TYQIw1VPLRaiREMYg5PgO3282gQYP+sE+pqal0796dffv20bNnT2wmHb26d0Wn0/HD11/Q7fI4OvYcRFRkFkFFpaSqAY/Xw+EDZ9CabJhikjHYY/jqx41MmTAG2d1GICATHx9PVXUDWpONDimx2IxamrwqSjBAfVMjcREWjFqVZo9AeV0Lv+w7jqQE6J0TUjft370T2w8e52x5HfYIG3qNxHdvPUH3bj1okGK47IZ7OXziJAnREfTOiOb15x5hzIihuKyRWA0aLhuQQYRZHw5K4u1GemVEc+x8Y7j+3jHRzpkoI4VH65nSN52hnRPw+mVibAY0F3pWZFnG6XQCIRO5Sb3TmNT74mPYs2dPHnnkEYqLixFFkYqKCjIyMnj88cdZvHhx+PdOnDhBYmIiTqeT+x94kBvue5K8siZ0GhGHYqR3n35cdtll2Gw28g7uxj56HDZjKKhxePwkRIRKZIIgUF5ezvgeKfywv4S61lBZDG8btXnbaXZeRnyEEQGorG9BELX06JRN5K8ibNogu05X0yU1kqKiIh566CEWLVqEoihYLFZKPUYyjFqMutAtocXlY9epamYOzgJCcvvFxcXhzzW2WxLf7yvB7QuG3KQ1IiO7JgKg0+mQZZlPP/0Uo9GEPT4NS0Q0NlvI2fi5l19jz+lqfjleTp+BQzmyf/dFU2EQ0mC56qqruOqqqwCoqqri3Xff5euvv8blcv0HV1w7/+y0ByXttPPv4HQ6GTduHFVVVWzZsoXs7Oz/0XY6dOjAzJkz+fDDD1HlAFvXrGBYr050unIazc3NaLXaiwISRVF46aWXeOaZZ3job18wUf1N6VIjiZSVV9B36nzeWJdP7pCJtLj91DU2Y4pOouB8LX6fhxNrVzJnzpzwuOXvOX36NBMnTqRfv36MGTOGY8eOUVdXhyiG5MLvv34G5x2aC30LKudKy0GFxMzO+BQVV1MdSclJVFUH+OXgKdzeAGnxdsb260B1Yyzr9pwgs3tXgrJKICgjiSJWm5W8vBP07N2X4yfyePX++XS85AZ0Bjs7C6owGzQUVdSiBIP87cHrkJBxNlajqip//XQzO0+UUFTjxBSVBEYDXlMCHQdP5on5lxATE0NqchL7u3djyJAhtLa2Eh8fjyAIjOuRQm5KJA1tXiLMelJjLJz8JZOVF1RXI8x6MP92bJ5++ml27twJwAsvvMCiRYvC6woKCvjoo4/YuHEjhYWFBINBEhISOHfuHCaTiblz57Lsm5VMu/4+vH6ZTskRFBUVkZiYyMSJE/ns5z1k5lUSadHT6vKRMf56Sk1deX/jSa6+9V6+XvYWg0aMpabFDYR6B0Z3SwoHSA8//DArVqzgutGdqG/1IIoC3y/fi+P8MbqkRnK6sgVUlZrSIoLuZmwWY3jfdRqJRqeXxsZGWltbw1NRgiCw8P77WXOykPGjfzNvNOk11Lf9Vibp0KED27dvD/+cFmtl/phOnKtpBUEgO8GO3aSjra0Nt9vN2bNnScvI5MeD5ympbeNCgw6nm+DVXypA14S513T0OhF9RQsdu/WhstFFfIQxHBz+nqSkJJ555hkmT57MwoUL/91rrZ1/ftqDknba+RN8Ph8xMTH4fD7eeustRowYQX5+PlFR/zMdgFdffRWz2YwkScTFxdG5c2emTZv2O1O939ixYwePPPII2dnZjBg/A1XUhpst/QEZWWshs1suZ6ta8Gkj0eskapwKWpONgAKCpCcytTNHz9WS3qUPP369lJ49umM0GqmoqEAURTZt2kRWVha7du3ixhtv5LbbbqNjx46kpKTw6qLbeP6jHzhZ3oysqHhaG4iMT8GrCigqGCPjcPtBCXhpdWrwtNYybtpQNJJEcowN2eukoqYBi8WMHPAhSlo6Z2VzuK2ZovMVOGtLGH39o/i0EXh9AUrq2lAVGVk1E5nehQHzn0MQRRpKCqjJ2865ejfREXbqWxygygQx0eYJoEgGLrnuPjLirBQd3cP27dtZsWIFbrc7/OQtCMIf9C9ycnL+8LRdVlbG8OHDKSsr480330RVVe655x6+/fZbZFnmzJkz+Hw+4uLiGDRoEH/961957LHH6NevHyaTCVVVmXnTfexzp/DphqPkpCdyvLSROr+eTh2ymTn/Tn4qFigpPEnCwH4cKaoGUUJrCAmopfSfjO+j97E0nGDAqEtC2iGxVswGLb169cJms7F27VoiIiJ49913ufrqq2lra+OZZ57G0drC7TNGMHP21dx5193c9ckT6NRoGh2+8HRRo8NL5+QIZsyYAcCqVasYPvUqVu4/T3PKWCwNx/h58y6mTRgJQIvLT5fU3ybAunbtyg8//HDRMYsw6+mbFXfRso8//hiz2UxWVhYF5U2cq2kjISLkleQLBMkaPQc/GiQ5gKoEUTCRM/k2TnmiqdhdhFmvZcagDuGJp3+L0WjE4/H8l665dv45aQ9K2mnn36AoCnPmzKF///7s2rWLO+64gzFjxlzUD/DfxWazXTSV8Sv/Vh5aVVUee+wxEhMTOXv2LJ99PoMy2UJlY+gmer60lKDXhS0immOljQSDAURJQBBFREnCIARobW0jdeCljOqZjkGn54f95xEkDeMnTMBosRGUFTSSSHZ2NnFxcSxZsoSgrOANKOzYsYPOnTuzf/UnPPzIX3nhpZcJeCEo6hHUC8ZxqoovqGDQ60hNSeRUSx2FpTXExkQRlFVaCg9gTVLoktyDd7Z/RWKPUVQYtUTFp1KStx9PawOSJQaTCj6//4J+iwbBYLpwPARAJbZjH6IyuuF0OoiLjqG+1YFywR+luc2FISaNbn27EmO3kDN4ClcOzSI+wsR7773H3XffjaIoYU2O35Obm3tRj82iRYt45ZVXwtmq8ePH06lTJ3r37s3w4cMZN24cCxcuZPbs2Rf1/Hz11VecPBlqKD5R2sg3+8uxRcZSVlGJ0WwlO8GGmNgVQ+cc1h2rIC69EwUVzaR3dNHY0gZBP4oKBp0GvU7LkEsu54VnnuDsvKvD73HvvfdSUFBAYWEhycnJ3HTTTcydO5ennnqKmpoarFYr27dv57333uPTD9/jtZdfQJIkZs25huQoM5UX3H4DjgZefuB+du7cybRp03j2tXeYru0BhByVjdYI6vxQ0dCGVqsl0qxnaOeE8H707t37Py2b1NfX8+GHH9KzZ08AKptc6LVS+Bx3uP2IGh2SRiLgcYMAigoagxGLSU+c3USr28/aI6XMG9XpT6XT33//fc6fP/8f7kc7/9y0T9+0086/weVysWvXLm699VaGDBmCxWJh9erVFzUw/qPweDycOXOG6upqAIYOHsisIVlcMaQDY7rG8d3i+wn4PRw+W42sgKjRgSiiqgqKotLm8qG1RCFqDZypcqLTCuw8lE9a77GUCym8tS6fd9YXcPBsXfg9j5Y08O6GAt7ZkM/eSoXnF7/B008/zeRLJvDCC8+TmJmDKEq/6SNccLI1RyeRlRyFr6WWz/72JG889ygv3TuXM9tW8P7LT3D58K5Un9xHydFtFOcfouTwZsr3rsRki0SW1dCTcjCIqiqhG5AgIghi6GYly4iigKTV43F5UAXQ63QhiXsEGpubkQSVnOSQT4wgwI6ToWN28803oygKX3zxxZ8e45ycHFRVZefOnSQlJbF48WIWL17MwYMHAfjpp58AGDZsGKIo8uKLL3Ldddeh1ekJXjDuCx0Ggfz8fM4UFrL7dA2iAKnJ8ThamhBQqG5xo7XEYI+OJSnKTLfsFGRVoKCkmuY2JzpbDHpJRFFCTs/z582juLg47J2zbt06Xn/9dT799FMyMzPR6XQsXbqUs2fP0tTUhE6n42xxCcakzky+9UmWbjjCjv1HSUhI4Pjhg3S1e9i9/FWeu3kKj1w7npN5xzCbzXz33XdEdhxITW09Jq3AsSOHcTbWoAQDHPhlFbMGd+C60Tnh3haAfv36EQwG8fv9OJ1Ovv/+e+68806GDh1KYmJi2ODw9OnT4UAw3m7CH/it9OhwOFBR0Ypi6HdUUFFQFRndhYkim1FLQ5sPty/4h+/t448/5v333///9HDQzv9+2oOSdtr5N1itVtavX89tt90GQGVl5f+zP4Qmk4nLL78cCHmzQEhDIznSyIxxg4nI7E5ytyEoguZCSUcklFwIjb7qjGZAQFWCtDpd7D1dR8AUS+dLF2DPHU5xTSt6jciW/EowxyCao9l0vAKTXkOczUiLy4c9dxQ6nZ6SkhI0goDXGxoPvajQdOGHXXv2YY7PJL3/Jfxl7gJufPQ10nuPxu12k9ZtANe9+gM54+YS16kvXUf9hasefZe2ugpkRcbhdIGqIEpalAtlrNB/BQQp9IStouBwtKH4XETarYhaPXohiLOlifQoLdoLNzOzQRtu/hRFkeHDh//BJflXjh49CsCIESMwmUzU1dVx9913k5mZCcB3330XLqvpdDqKis6yr7CWt9fns+TnPH46XIrbF+T48eOYTCaGDh2Gw+Mn1mZAb7Sg1WopOX+eYyeLQBAxXpBDyU2LRU+AygYHshBKUu85coKDRVXIisrYAblkZ2dzzTXXMGrUKKZMmcKgQYO45pprqG/zsK+whkNn64iOT2bq1KlERkayOb+arXmVOL0BSuocHKoVWP79j5w8eZIePXqQX3CSKxcs4tNf8rnloecwRiWx+lAZXYdNos3lZd/+AwgCDBo0iPi4WPZs24zoa/2DEZ7NZgsbGlqtVubMmcPKlSvR6XTMmTOH1atX4/F4WL58OXv27KGtrY3OyREkRJqoaXZT2+Kh1enGXV+OKghIGh2iRguKiuJxYr/QkBuQFXQaEZ32Yh+nvXv3cvPNN3P77bcjyzLt/OvSHpS0086f0Lt3b44cOcLGjRux2Wz/+Qv+DpSUlDB48GCGDh2KKIrk5OQAoXJSr169cAUFBvxlAUadDkG98MQuCKhKaLREVUFWFARUgl4njpYmmt1eNCY7JqMe2eemotFJYXULJp0GrImI9qTQTUATCgLsJh0HjhxHNEVw6PBRNmzdSUN5IYqiXLSvKuDz+QmY4jBEJWCKzwRjBC6Pj9jeE7n0xgexdhxGTbMHjaAScDtRVHAEBIyRCZSdPExAlRAkbTjY+X2yXhBEFAUEQUJjMLNv+yZyjc0c//xRdKdWUntyD717/TYS0+rykxb7W+D4+OOPk5eXF24ShVCj6qBBgxg4cCA6nY7bb7+d8+fPh71Udp6sYsid72IcfQ83vbONfWdqMBqNHCuuZXtBFRa9lhibgTOVLaw9VEJZWRkbNmxAkYP8vOIzjDoNdpMWe3wKPtGErIqYTCb2nSgEQs2m0REWAs4mpvTLZEiPbARV5vCxPOSaU8TajEyYMIEjR47Q3NzM6NGjycvL40xlM0u3FbL7dC3bCqr4bOsZEjJycHiDnK5oISHShFmvJdKiRxAEvPqQ4eDG7XtZ8PyndO43HHdApSIYQYeJN1Ld7KZ/945odAbM0Un07dcfb1AlNjoCu+Diiiuu+MO5uWnTJgA+++wzWlpa8Pl8VFRUsHXrVhYvXszkyZMxGAzMnj2byMhI7r77bvRaiSuHZjGtfzojuybS2dxGwbcvMiw3EYMW/G4ntfk7EdsqaXT4aHR4aXT4GJabcJF6b1VVFWPGjOHSSy/lmWeeadcp+RenvaeknXb+HbKysv6fvt9nn33Gvn37OHjwIHFxcRdpYJSXl5PaazQl50vRGIyIkhZBEBG1OkRJIuBx4mquQ2c0IyFjtEfjcbtRFED242htBVXF73ZS3aInNcZKa3MTtdUV1NXVI8vR5J2vp6y6Fo+jBVtSR77cV04gKBCdkhNSo5U0hPtyVRW/14NOUvD5QhoaRdVtuJpqsEfHE9SloHf5cHp9IIkEg0Ea6usxmU1EZfZg+thBnD1bQlFVA5I1Fg0yMiKCpA0fD0EAUQ4gu1vo0GsY7733Jm21paz8roLsbn3QXVBtVVWwm3QMz00Mv/ZXr5gXXniBK664ghtuuIGjR4/SpUsXVq9ezfTp07nvvvvYt28fQ4YMYc2uE7y06jim6CRQVcqb3Dz73WGkiGROVTuZ1FcXzsrE2gxs2HMUk9XOwEGD2bJjNwMHDqLB4SUmrROCKQqt4ueqS0dQXlnNpoOnyS+pJibSTovDg072Eh8TRTzQJW0sP27YyvNPPcb+Dd/yyy+/cOONN/Lhhx/i9/ux2yN47oPvGDZsaHhct9nlQ4zJxusPhCppv+u90EgiDm+oX8ZvikNscxJlMVw4niI6UwRGnYYIs55YQ4Bat0ijIySlf+3IHG7o8wn9+/fntttuw+PxUFVVRV1dHWfOnKFjx47MmTPnPz2PFy1axCOPPMKHH36ITqOhU3KoYXbfuhrwOVn0l97UDUslPi4UPM2/5Q76Z8XgDSh0SrKTGvNbcOn3++nduzfp6emsXLkSv9/f3uj6L057pqSddv7OyIpCab2DX/bl8eGnn/Pcc8/x3nvvcerUqT+dtgFobGzkxRdfZPDgwQiCwIkTJzhx4kRYnwIg2qonIioCm8mMTq9HUWSUYBC7SUu31EjO7/yGlOREcnI6khYfjV6nQwn48LQ2giRhsEURUEONqkFZ4dT+TQjeFrYcPMm6IyVUNLmQDBYiEjLpNOlG9BqJOLsRo8mAHPCjU70EXM0kR1uQgz5MZj2SwYrWaEVjtBKUZYIKaMzR+CULels0QRkUUYdGb0Sr1eJ0uBBUhcRIMyMGdGfmuAEoQT8yIpKoQZUDiKqCqKrIXhdeZzOxsTFE2m3EdOrHgAED0Gq1uJtquGFcLtP7ZzBjUCbzRuf8wbjw0ksv5eWXX6ZPnz4oisKBAwfIz89n2rRpJCQk8MILL7Bjxw78fj9/fXclAVlBBFRFQZED+AIyyQOm4Xa2hctLAKoK586epfeIyby7oYBN53z0uHwhqVm5mMxmZFmmf/dsdBqJrPQUFEcdO1YvY1TnWIq2LCMuJirURwL4gzKDBw1i+afvs3btWtxuN2+//TYQKh3de//9HCs4jfZ3f6nNeg1aazSOxlrsJh0tLh+qqiIrCi5vkAghdNP2BlSk32UcRFFERSV4Ies1eXhfms8dxVq9jxeuGUTPjBj27duHIAh8+eWX7Ny5k9bWVtLT04mOjsZut190fFVV5URpIx9vPs17GwrYV1iLrCgsXLgQSZKYO3fuRb9fV1cXbhSOi40JL+/TrRPDuyQxvmcKabHWi4KsIUOG4Pf7OXz4MKIootfrCQQCf8jctfOvQ3tQ0k47f0e8/iDLd55l+fbTLHpjOWvymqlxKezbt4/JkycjiiK9evX6Q3Dy/fffY7PZ2Lt3L/379yc2NpZu3bpx/PhxJEli4sSJ1BQdp7KoAIfHixKUQzV5VSUr3sa1Y7pSV7CLe6f3Jc5uxNnWgqf0CLWn9mGOTUVFQlFB0hlorKlAKTuI7Pdz2X1/Iza1A6KoQRAlREHA42hGa7LR6vbh8QcRBRC1Blx+FTkQ6i8JuBz4giI+vx9FkUN9IYqKwRaLooZKSHDhKV4VkPRmBK0Or6MJd2MViqLQ5PSydk8+KEHkgB8EUP0ehKAbhJCRW9DvIzU1lfKqamKSMnnzi9UcOZ5HWVkZ77/zFtmJdjrE29BppD98FxaLBY1Gw/Hjxzl69Cj9+vULr/vV/8dkMrFt2zbcQQFUJXyzExAQJYmEjGxqzxzE6Q3g8oUCldpWDxVn88kZNg2TXoNeI4YE5SLjmThyCBIyx85W4QvIBAIB/F4vJ/dvYUDnFMry91O0fyNny2uoa/XQ5g4wsXcKUyaOJTc3NyyvXtnk4ssdhUT3vxyDLZo1m7aF973VHaB3ThqKHGRK72SsRi31bV6anX6Gdo7n2YfvBODxhTfT4nAjX/hMGinkIyRdULdtdfvp1imLpW+9hCTAnDlzuOuuu3jmmWdobW3l7Nmz7Nu3j1WrVjFnzhxKS0svOr55ZU2sO1qGrChIosD2k1XsOlWDKIpoNBq++uor4uPjWbZsGQANDQ0XGe7FxoYyJQMHDvzTa2nu3LmcOHGCQ4cOYTabw+eTXq/H5/P96Wva+eenPShpp53fkZeX9//pKezY+QZqmt2cPnGItIQopk6eQM6wy/jgo485d+4cEOoR+f3ToKIoPPfcczQ0hKzHO3bsGF4niiIdOnTAZrPxxfoDdOk9CFGEQDBAwOsif9XrnPzuJYb16ADA6F4deOHaofz8+kKc548hCAKSGsSg06AVwd9ah9Pt5ZEH7mHoX66n2elHK0moqhKahvndR69pbKWwqpWm2hok2YcgCGhMdpprK2guOxWSZJe0CIAoqKiqgiiFbnjhtlVVDWmQBHy0VJwjJzUOS3w636/fTmFlM02N9URZTURbdHgczaiCiCRJBL0uEDVoNVrOVTWBpGNgv15syatkX3mABx9exAMPPEBTU9O/+12sWLGC+fPn07179z+sW7RoETU1NeQVnuekw0J8Qjyh1hwhVBKRJAQBkkx+Ks8cY2q/DAxaiYCskKB14WyqJbdTDjqNRJsnAHLo2EmiQLTdjMvrp6rJxac/bMQQmcjTH3zPX66/h8joGOTmchbfPYvVbz/O5FwLXVNDasGnTp1i7ty5tLr9fLvnHC0uP1FWA106dqDaIVNW10ptqxu7ScfonmkIgkBTTTnzRnXipnG5LLikKwU7fmT79u1s2LABR9VZPnhpEWeKK6hr9WDTwfntX+OXFepaQ2Jyry68Gr/Pi8lkYsWKFWzcuJFHH330D8dr3LhxfzjWh87WIwJnKls4UtJATZODt79eR0xsHC6Xi5qaGkaOHMm8efNITEzkwIED4eACQn1bAD169PjD+7322mssW7aMNWvW/KGM2u5/869Ne1DSTjsXeO+99+jXrx/9+/dn/fr11NTU/Le3UVbvQva7OXL4MGPHjAndyIIKbe4Aoihy4MABysrKLsqUfPPNN5SVlYV/XrNmzUXbHD9+PLv37GPlgRLsFiO6gBO5tYas1CQSuw9n547tvPLKK4wZMwZvQOaRd1by1/dWMue+F4nN6onX7cLZ1oLX7cRgMJCUnIrZHktCZg6SCAT9oQYOQNRosEdFoyoyzS1tlNU0ICsyHdPjuXJEV9IMbvJ2rUMrKqTE2Ig2a/C21pMWY0FRlAtBjRCaCiKka6LTapH9HkYO6oMxKhF7TBwuTTSnyuowRsSTmRLPpIGdEdvKaSk/Q/HBjbRUncPfVo8i6XA6Wkg1q3RJiyUh0kRtq5vr73iAhIQEJk2a9Kffw7XXXktraytFRUV/uj49PZ24hESe/XQtzS4fl/TvhOr3hNycRQkUhbQYC5f2SsXhcJCbEsl1ozuzYGJXtn73EREWU3j0Va+VEEQRWVXQSiJj+3fBWV/Jpo3r8Xk8zJw4FLNBj8OSQc8rHuLav77DnS9/QVtAIjcnm0suuYTNmzfj9/uZM2cOZ2taCcoKNpMOSRQYO6QP/uZqDm74hisGZzFvVGhcV6fTcfr0aQRBwGbSUVddyR133MGDDz1Ecm4/Xv9mK126dufNh69DPreTwUnQWHiAWyd05Y5JXblmREeqzhciy3LYiXjMmDF/erxGjhxJMBikqqoqvMzlC1JU00ZZRTUnTxxl74EjVLcF8foDXHLJJcTHx/PNN99QX1/PoEGDOHLkCGfPnuWhhx6iuLg4PO2k119cdtuwYQP3338/r7zyChMnTvzDvrQHJf/atAcl7bRDSMH1gQceYP78+dx0001MmjSJJ5988r+9nYRII7v2HmDQoEFYrVYCsoIgCliMoQbOEydOMH78+HCmJBAIcPPNN4dfP2/ePMaNG0er209BeRNnq1sZMXI09c2t1De1YdBKuP1BjJFxNDQ1YYpO4blPf8LSbQIOXRyxuUM4dqaEeLuR+AgTWkFBa7ahyDKqHCQoaGlobMTRWMm21V/hDci01leAHAhphKAgiSLNZw9Runc1VeUl2DQKvTLjMOo1dO7cmaDXSdmxbTicbixmAz5HM2X1raHpGVUJBzgIoSKOPxBA8Tg41xigrsWFxy8jarWYTSa8rQ2cPldKqzvApEsuobmsgOiEVOZfMZXrLhtDohnkgJ/RQ/r8ll1SQ2Z9a9eu5eDBg3z++ecXfQcvvPACy5cvZ/HixWzevJkVK1aE16mqSnmDkx0nqxgx8xZKKqqxm3SYDFqmD8qmreI0zSUnqNyxjBnZMiOHDgyVYH4ntrZp0yYGd81AFAWanT4s+lDpS5Vl/LKMKyjiriygqb6GmZNGEBNpQyMJBEUjhohY4uxGcrPTmHPX43z6zRpOnjzJuHHjiIyMDGnhXFDv/T2DBvRn67qVtFQV8/NPa3j22WdRVZVDhw4BoWzbiBEjyMnJYfyc2/npUClVzW4mXjGfmXc/zxNPPskLLzyPcqHUYtBp8Hg8jB49mlGjRnHgwAE0Wj2LP/6WlQdK2HumBpc3EH5/nU6HyWRi7dq1AKxcuZJvv/yUU6cLKS8txmA0kdOpMz27dkI0RfLSSy+FXxsVFcXKlSvJycnBYrHw8ccfk5WVxSeffIIoihcd23PnzjF16lSuueYa7rvvvj+9xtqDkn9t2oOSdtoh9LR24sQJamtrefTRR8nIyOCVV175b2/HW3OWmorzZHftTV2Lm0aHl1Fdky74yISyIr8fufzpp59wOBxAyN/j008/5dnXP+DjzadYe6SMVQdK+HpPCRqNRGnRScrqW0BnweP14/Sp6C2RuAQzTQ4Puo4j6TblJhrcKk2OULOjViuiyjL2qFjM9kh0Wg1ttWVcOXs2mpbznN6/GR9abEYtss+F4Kwj1lHAie//xuFN31G05WuSkxLwBWUa2zx8v/JHAj43aampHN74NaeLK7DEpROUwST6UAO/1fpVVQ3pXagyOls0Hq+HpoaQaJsqBxEFkeSUVJqaWzhV0YCGIN62RoaNGs/pageHixuISc5EFDVU1IZKB0FZAQESI01069aNm2++mVtuuQW3O+QXs2zZMh599FGWLFnCvffey4033si8efNoaWkB4MDZOr7adZbD5xpI7zUCjT2R5tbQ8ddrNQQ8bTjL8qnK382ll0wgJibUkLlq1SoAKioqqKys5N47b+WqYdmkxVrQaSW85/aglu0nI9qEseUsFQfX0TGnE7EXXu/yBpEVBf0FAT5JFNFrJRKye1BWVsa4cePCjaRZCXZEQcDhCaCqKs0uH7k5WXibqunVqxezZs3ib3/7G2azmddee43CwkJuvfVWampqWLdxM8dKGkmIMGE36YixGenVsxcvffAVeXl5BIO/iZKNHDkSnU7H+vXrOV/vZPC8x9lQ0EBJTRu7Ttfw1a6zeP2//b7FYuH+++/HaDRyxRVXILdWkZUaT98Bg8jq2InMxGgqzp0kNjmdFimaHSerwtoxVVVVFBYWsnr1ahoaGnA4HLz88suYTCZSUlKoqKjA7XbTr18/evTo8YdA8/e0ByX/2gj/3jTABf7Dle2086/I7t276dy583/bGVhRFAYMGMBdC++j7/CJuP1B0mIsxEeYKCgo4P777+f8+fMcPHgQiyVU7tBoNOFSzttvv81Nt9zKexsKMOhChniKqvL+8h+Jjo2jsqKcyNROKLKMXq/HZDRSV13BkD5dqW11U3TqFCkZHaiuLCcmKpIpQ7vzw+b9uH0BJo/ohyyrNNRUsf1QHldMnYBGFHjtsbtxOVqI7tADZ00Jdaf3oTVauf+lD4jLyOXg7m1sXfsDw8dewvGTRUR17IdWq8NsteH2+umVGQNBP3nVHvSSQgAtiJpQL4mqEh9podHpxudygSCgEUXQGkBV0Wi1DMqJY8P69Uh+J91sTlbvKyR71GyC7jZEASStFkVjJiVCQ//ePVBVGJ6bQP/sOARBQFEU4uPj6dKlC0ajkQ0bNpCdnR0u2yiKQmpqKklJSezYvZd3N5wk0qxDc0FJ9aMfthAbaWXisD6sWL8LGYkJQ3pi1GuZ3CcdY7CVGTNmUFhYSGRkZHgSKjMzk1WrVoX7ITIyMigvL0dRFHQ6HaqqMnjaPKZccxuxNiNuX5AVm/bRMSGCUQNDr6lr9TAoJ56hnRN4+OGHWbp0aVjJt6zBwda8KuraPKTFWFjy19s4efQAlZWVF/VlDBo0iMOHDxMMBomLi+O+R55AyhxCnP23hlKHx0+c3cigVD3p6el8+umnFBQUsHjxYk6dOkUzNtYeKePE2Qpqqyro3bsX3dOicXj8XNI7jW5pUaxZs4Zp06YBIWPAZ555Bpdf4dMtp5FEAbNBi8Pt57MvltEpJ4cBAwaEzgFg+oAM/jJ+GPn5+X9o8Ha73fTv35+zZ8+SkJCA1+ulvLw8rJ6sqipVTW7O1bZi0GnonBTByKED+fjjj+nTp89/6/ps538Vf/QQuEC7Tkk77fwbhg4d+j963RdffIFWq+XaObPD6fe6ujoWLLiP77//nkcffZQFCxaE/+B6vV66du1Kfn4+giBwzTXX4PQE8AcVIsyhzEp+aQP6mFQwmohI1iNIWgQ5SOe0OPQagcYGHedqWnF7POhtUQRUEavNRlOrg/N1DhS/B/w+7CY9ogAbdpRht9uJjzSjKNB59BUoehsBv5/kS+bgqCultvQscem5RJj1DBs5lnMVdeQVlpLcfxKCqAlNy6gqgijR7BMZ2zOHM1V78SkWNARRJC0IArLXjcenQ/YHqCnYRUafMaDR4vcHQBDxed0cPVPGgAED+fCxG9jVUEGvCVcTExmBareiyAGCCjjaWslb9z2v3v4jEWYdZsNvWiaiKPLVV18xfvx44uPjeeCBB3jttdfwer0YDAZEUWTLli106dKFJW+/hy5reNiFVhQFIjReqisa2XFIi9vt5tIRfUiLteELyGw8Xs6tE7rw9ddfk5OTw7Rp0/jrX/9KZGQkl112Gb169eIvf/kLBoOB8vJyHnzsGfqOmYbOaMFbf56rpk9g4IABuBI7ERlhp6k4j6gul+L0BvD6g2g1Il1TI8PjyvX19bjdbkwmE2kxVuaN7oSqqtx5550c3LWVnfuPUt4SICroIdZmQBAEVq9eTUJCQnhi6/GH76fD+OtISsumd48u5HRIw+ENMiw3gpSUaKZPn86CBQvweDx8/PHHpGV04KcNBViNOuKioyg/d4a2NgdVTQZsJh0Oj5+6ujquuOIK5s2bx5EjR/j+++954YUXsGtg1pAsthWEMiKB1lrcLQ0MHnAVUReMAN2+IEu+XEd+fj6S9McJKZPJRF5eHmPHjmX79u1UVFRcZOdw7HwjvxyvCAWRqsr+olqM9pj2TMm/MO1BSTvt/B1wOp08+uijfP/99yFVTa+XJUuW8Morr3Dttddy+vTpixyGd+3axfDhw4mIiMBgMBAMBklOTmbT5i1oNQZ8ARlREDhdVg+Kgj8YRPb7kLR6ECXOV1SRk56MpDNSU1GKMSIGjcGC2xdA0BqRZSf++mICpzeioEMSxvPz+g20NTsZ0ScXURBQUFBNMeh0OjwtxWiUWERbAsYEiL5wU7EYtZijE7Gm9UDUagn4fAiCiCrpUIJttLr9yIrK8K7prNmdj80egayKaLU6BFGk1emmuSSP1oozODJ7YIhMAFXFbjWBz0FVRRknNu7CIvqZcc01bD5azOWd0wkoakhzw6TF5XSwZFkBnuZqkqOz/3DslyxZQkxMTLgx+b333uOxxx4Ll986derEY489xmMP3c8zX27D49di1IUyVN169OLD5+6j9lw2I8ZeQnpyyIROr5VodftxeAKsWrUKq9Ualv0H2LdvHz/99BNz5szB4XDwzY8bqCCeijYFyenA448gpdsQXnvkNgStDtnvBUHkoRtmoLXoibbY6ZsVQ2NNBd1GjqS+vh6LxUKHDh2YOnUqqampZGZmUl5ezjvvvMMLH37HzvIgQvl5VKB3ZgxjuyczY8YMNBoN1dXVHDhwgIoGB08v3cTZ6mb2FpSx72QZ8WoDc/rNC4ugud1ucnNzmT9/Pi0uH4qiYjfpEEUBo8lMXW0NsVERWIxa0mKtDBnQk+TkZD755BNqampIS0vjlVde4YEHHiApysyc4aFpsdGjRxOXMQK75XcOv7Kf7XsPMnnKFDZt3Pin144oirz88ssMGjSIpKSk8HJ/UGbHyWqirYawcF2jw4sxqXN7UPIvTHtQ0k47fwc+//xzHA4Hq1ev5rPPPmPdunX07t2bPXv2hOXiIZSOnjlzZtgGPjIykmAwSHFxMVOmTGHo4EE8+eq7BLIG4g0E8fiDaDQSAZ8XVZERkdEYDDQ0VKGqKr7WerI6dqauzYscDCAHZBQ5iM5s49M3nydOH6SxsZE7ZwwlpfdokvtfypHzzbRKFQioCFo9Go2AJEl4fR4UWURriWL52p307dmN1BgrssaERlSRBIGgIIYbWDU6A6osIwgQFHRUn9jGkeNbQJCISOpAQq+xREZEM2XyZLbHp5OWEENDqxOXy02XLml0Su7Ad2uqaZQ0fPTTXuxmAxsmjSbv6EEGDxlKUqSZNrefrI6pJEaaufPOO1m3bl34WLrdbnbs2MFPP/3Ezz//HF4+f/58Pvzww4t6gp588klWrFjB5y8/wM1PvH2hXwN656ThqiokPjmV7r36hn/fH5TRiAJWo5Z169aRm5sb/v4aHF5c3iCjx09k/fr1DB8+HG18R6QGJ5EXBNwsBoXInEHMuuleElLSQQ6w6oOXuOOaadTW1mIwGFi8eDEPPfRQyKMmP58NGzYwe/ZsNm/eTFtbG263G4/Hw/BxUxCjOxBnMyKKAoqqcrS4gYaSfPbu3cvKlSu57LLLKCsrY1uxh15dcxjaV0ub08PuA4c4ebCItNQUBEEgIyODBx54IOQMHQxiNeqwGrUEZIXsRDtVVXE0tTnQakQ6RsLAHp2orKykpiakP5KUlMRf//pXHnnkEebPnx/uuQkGg+zatYuHr1hAs9NPzIWg9qtV6zHbo+k19gZOVHnYkldBUpSZ7AR7OGMF0K1bNxRF4eTJk3Tp0gUAj18mKCvhgATAqNOgsUS2ByX/wrQ3urbTzt+BefPmsXz5cjQaDe+99x5Dhw4NTxz8iqqq3HXXXeGABGDr1q1UVFRw+vRpNmzYwNNPP80T993Kri9fweYspaXyLKKgoMhySHNEoyU9LgLFUc/xjV9hCLYRG2FAQiHo9wAqkTYzyfExxKV35uTJk9Q3NHDdI69z6/1P0qljFhpTBCXlNZw+cxpBlEBVkCQNXq8PX1BAo9HQ5vKydfcBNh8uRFbBH1RDkxtaPZJWFxqdlSSCzkYa2nys+WEFqV0HMPjmVxm/8B2yh8/EZDBw/eypBFSQvU7cviCZqckE/G6KK+ppdnqpafHQc9hESupcHDpbzyU3LGLdZ4v58r3X+OrLz9n6/cdsWvoKGRkZrF+/HqvVik6nQxRFzGYzkyZNIioqismTJ4eP6QsvvIDD4eDbb7/F5Quwv6iWNQfP8+6XP3I27xCVu77mLwMzuXpER8TqYwQDPkb3zsZu0lHb4qamxUOz08fo7snoNBInTpxg7NixyIrC2qNlLN1WyPf7ivlg4ynsKZ1RFIVzpVXofyfg5nQ6McdnkJCUQpzdiM1qZuotjyAYbFitVsxmMw888ABPPfUUR44cISIigrS0NCRJori4mIaGBtxuN4888giFpVWAiiheGNsWBFRUHn7iWaZMmcL06dNJTEzksccfp7bVg8WgRRQEIqwmLhk9jOtvX0hERAR9+/aluLiYF198EVEUee6555BEgSl905EVFVWFPp3TqT6xg4PLnmPGqD40NzcDhBuJIRTgJScnX3TM33nnHSRJ4r6507CbdNS1eti4Nw8iUsno0ocTjRLZE29k84lKfjxYyuqD55GV3/pLfs1C9enTJzxRZDFosRq1OC9MAamqSpvHj97f1h6U/AvTHpS0087fAbPZzJQpU7j99tsBeOaZZy5a7/V6mTBhAm+99RbLli0Luw6LokjHjh259957kRWFa2++ix/W/sLPK7/l/tuvR2guxe32IuqMaC2R+IMKVVUVDOzXh+rjW+mRYgVVwBfwo5FE9EKQ8qJ86uvqqCkNGcGld+xKVpdexFgNiIJI0N2CyWyiU+cu4GnBHwSd2Y4PLQoqfTtEM2xgH6w2O9X1TYhKAL1Bj6xeEEZTFEQUNIqf0/s3Urp9GV5VQ0ZuHxSvEzXgIiIlC21kKBUvKwqS3oRHFgiqYNAZqGpsY9mqDQT9AcYN7UukRU+s3YjZbCU+dxBJmTlodAYaG+rYvnUL27dvJz4+npdffpk1a9ZQVFREIBBgzpw5F6mEQqhPYfTo0Tz2xFN8vfMsO07WUNrg5ECZizuf/4jXXn2ZR+6+mU7pCVx55Szi4uL44J03GZ1l4tJ+6Yzrkcy80Z3okR7Nd999R2NjIz169KCoupX8smbibIZQoGHSsvF4BRHRcdQX59Hi9ocbOY+dLkGVg8RGhJpSDVoJr9uNNjKRRYsWYbPZmDJlykVCZTabLSzcp6gqtS1u7rjvYXzOFvILCsLbVlWVI0eO0tZYGx53vvbaa1m9ahWJkaaQmNsF2twBdmxYjd/vZ+fOneFzbt68eSxZsgSA5CgzN4/PZdaQLGb2T6Z465ccPbCHb1auYfpfLkfU6nln6Te0eX6brPr55585dOhQWK31zTffZPz48URYDMwb3YnxuZGcKTqH7HWgBi4EEIpCRZOLeLuB4to2Kht/M0tcvHgxEyZMYPTo0QwePJjNmzeHAqY+6QRlhbpWD3WtXpKjzJgDje1Byb8w7UFJO+38HYmPj8fn89GhQ4fwsoaGBsaPH88vv/zC1VdfzU8//cSYMWOQJImioiIee+wx9h47xaIv9vHEikP8eE5gzIKX6Dfjdq6afysjendCEEJjtJLsx+mDDevX4Xe10nLuMHdN7oqjugSb2URcXBy22GRqS8+QGBNFekYmNTW1uNwuuGDeJvtcaBUfGXFWEo1+6oqOUnfuOLWFR3BWnKFrh2S6pUUze8IAUGRSo8z0y0kOPaErQeSAl0iNTHpyIkk5vXj//Q/o2GsIkVYDGo1EMBDAqBGRDFYOHCtAFAQ0Rhser4dTp8+gscejNxjomNsDe2pHDuX/JnBWVlVNUvdhTLp0OlfOmsXltyzi1c9WoygKn3zyCQsWLGDixIlkZWWh0Wg4efIklZWVFz3JQ6jPpNYNpdX1JEQYsZt0JEQYSczqSlKHXH788UfuuOMOXC4XlZWV5OTkMGTQADrEmumdGUOszci7777LrFmzSE5O5o477qC0zoFRK4WbmHWa0HRURk5XTu//hc5J9gs3Tw91NVUInuaL9EY2/vILKekduXbBfXTIycUjWflyRxFLt53h2PkGrFZbKBvg9vP51kKW7Shi+a5ixs5ewMFt66hpCW27tLaFw7s2c+3tD/PV3lI251Vwz/0P0dbWRlSwDlVVqWlxU9vipq62mnVfvMHy5V+h/V0D6auvvkpraysffvhh+LMkRhgYP2IQ2d368NKKnZQKKbQkj2DIHe9w1JPIfZ/t5fu951BVla5du3LzzTdz0003MXz4cM6ePcuWLVvo378/Dz34AJeOG47RHoVeVCkrr8DR1ooiB3D5giHVXAQcFzIgDQ0NnDlzhueee45169Zx5ZVXMmHCBL777juSo83cPL4Llw/qwJzh2cwelo1Rr2035fsXpj0oaaedvzO/nx4oLCxk8ODBDBs+nM+//p4V363k66+/ZsmSJciyzOHDh5k4dQZdpt/D3iMnMUoydpMeIpLRRKUSazdS3epDCfgI+j1EmHX0zEln0MTL0RqtLF26lI4psRxf/jQ3TOiBxlFFS005GZ17Ej1kDj2vfZbEjGxOHNxLs9NHnE2PzhaHS9Wz80QJ59tEYmKiSU6Ip/ncEVS/M5wu9wVkQCU1IZIoix5BDD2lC4KEI6jiCwbpnp2GKgeJj4tBUUCj0RKUFZqdHkRJ4vj5Jg6eKiXgdZOaEEdEXApKMIDNYsbjdoMgUtwcxOnxsWHnYdowI/hcmA1aDDoNFq3K00s+AVG6qFzwK6dOnUKj0XDPPfcAof2rbHLhN8YRn9WNdes3EJRl4EJApii4vAHuuPch+k27kfd+KeTrXWdZs2k7LS0t6PV6JElCo9Fw22238cwzz1BUVITH42Hph+/gD8rh91YujD13zs7k6OGD1J/YTOn25Wz57AU2f/BXDPioa/VQVFrN+yvWgi2ZDgMnsOpACZY+Mwgm96fN48frl9lwtJyippAmyC8nKmh2+4izG4m1Geg3dDSO5iaMTacY2jmeTV/8jcj4FDK79UdR4VhxIxvy6umc24UlLz3DDWNzmdovg8m9U3nv4XmMmDSDUm0mr/+Ux9rDpXj8QSwWC3q9nltuuYWhQ4cyefJkkpKScLrc3PbsBwRkBaNOQjZEotEZ8ThbMOo0/HS4jJMVoZLOk08+idfrJT8/n2+//ZYnnngCu93O0qVLKS8rIyctkQ6dutCnV08MJjOCRotZr7lgQ6ASaws1xN52221ERkaGvYmWLVvGHXfcwaxZs/jggw/QayUy4qwkRZkRBaFdp+RfnPZG13ba+QeRn5/PuHHjePTpFzB1GESt20f/ax/D09bMnU8tQZA0FLQZuf/zfdiSslAUmeOnzxFh0iLpLYgGGwD+oAKqilaro7SsDOQgXlXEaLFR39LAM888wwsvvMAdV4xGju9Gr8nXkZYQTUXxGTLSe5NzyY38/M79VJeXYM7sh8YYBYKKKOnR22PpmJBN17Ro0FvJ3/Uzx48eITu3B3qtQG3BXqxDF9Dq9hPwuBG1BuSgH48P6uqbOP7lM4hqkF+++ZB+k65B1BkJKAKCqKF7ajQRhii2nihDG3Qyvlcaaw6V4mjx0NQmEPR5EBDQGK18v6cIBCMGiwnFaOVUeQPBoMKeg0exJnYgukMvNhwrJygrdEuLIj3WyubNmwkEAjz11FM8++yzvPPOO+w6U8eBojp8gSAJPcch6Mws/WkXSfGxeNoaKS8pxtVcy5FageRGJxFmHQ0OL6sPVyLqTCx55RUGDRrEpk2beOqpp8LllaVLl3LVNfPoOvQSahDQSgK+oEyfzBjOmrSUlZVxzz33EBERSUJyKlkdOrDz6yVE2MxUB20YTTZUQcQZCGVOJIMFBD9GnYQkiug0InkVDgRJ4mxNC/ERvxnQxUda6Nh7CPfdOo8ePXpQ0iJz8yM3EW0NNZMaIozUtnqYcvkc/vb84yD76ZwcwVVXXYU2MomRM2/GrNegMYoUVDTjDyoU7fiOYDDI7NmzWbFiBX379kWWZSIT0giqIlFGHUXVLUDI10jQ6BFREQQ4cq6eWH2Q3NxcRFFk+PDhzJw5E4AHH3wQgAkTJrDhk+eZcvsLuP1BTBdM9FKizTS0eRnaOYFYm4H333+fb7/9luzsi6eqfp2ouvXWW2lsbGTRokXhdTqdrj0o+RemPVPSTjv/IHQ6HcGgTCCmC25/kJpmN+aELGI6DaAtphcDb3qFGqKxGbWoioyqyFhjQgqjLY2NKHLIlTYp0oSg0WEw6ElNSqKiroGqc6e59Io5rDxYRp9Lr2fNL7soKSkhptNAPN4AJdVN6K2RRFrNBBSR3IFjMRt0BCUjAa8TX1tTqBwTDFDW6GbfqXJafArdxl3FstceJVuspE+Ei5KdK8hOsJJXVIa7tZGOiXa6ZCYSbxaoKTpKU005+0+W4KyvZN+qT2iuq0KWFdTmMvp0SiY7IxWr6EXRWVBUFYNGRaM3YdDrUeUAFqs1dNMTRWSvk4DHgShpOHy2jj2HTyBpdWRmZtBp0k0cO9/AuZo2Vuw+R35ZI6+//jo5OTk88sgjiKLIosef4dDZOmKsBurbvAS8LgwmIxprLHVucIh2dNEpzLr7WZo8QSx6DZIoYjfpKD5fijkug8uvvp7krK4MHTYsVAZpdrPrVDVpvUYwdNhw3n54HmO7J9IjPZqZgzowtkcK69atY/bs2RSW1fLkZxuZ/ci73PLSMrJ7DOT4iTx6Z8bQv1cXdJKKz9VGeYMTrVaLqqh4/aHMiygKFxo/BXSCeiFLFcLt9VNddo4uXbrgdDrR6gzE/Bthv0MHD/L+hx8hSRI9evRg69atrFixgpvuf5ooiwGdRkIUBeLsRopqWnnm+RdZsGAB1157LZIkceDAAYqKimisr2Xf/v2oqhpu3A05PavU1dWhqiCpATp16kRMTAzXXnsteXl54f1odvo4WtLAS+9+gaummHNr3+aSXqlM7B7LkWVPcsPYXG4cl8uQTgm8++67LFiwgMmTJ4dF6X7PY489xltvvcWjjz56keT8qVOn/mDS186/Du1BSTvt/INoampCZ4mgxe1HFOF8nYOgz4Ps94AiY4lJRlYlNCL43W1IGh2yrJCWnYvFaqNs7494A0GirQb8jkYkwBwZQ6zNRM3JPeSOnEmjw0dFo5O8VgNRHbqT3rErQRVaWprRm22hm7MCPcfOZMrs+ej0RjRaPYIo4veHGhdlReXcmZPYjAbS09OZMPc+rrh8BqNHjUQN+pk9sivHNq4gLUJicG4yAzvGM7RnNj5XGz2veIinvjtB7tTbyBo9G4M1EiHoxa+IyHKoMdMkybRWFbP2lx2YBD9ywIfP60VvtGIwGkFREFQhZISHikYjIiOi0ekZ2r8n4q9Ow7JKpEVPpEXPzlM1bN++nauuugpRFFmwYAGff/0dAG5/kICsEgz4EUQtatCPXiOg1YgYbDFo4nOxxKaxYc8xlAvNo2fOFNF55GV8vfscX+8uYncFRGb35YsdhRwoqmPnyWqm3vE8Tm+Ajxc/xZjuyWQl2KkoL6esrIzHn3ya7/cV4w8qxEcYMWg19J96HdaYFPr06oHVoMVktuLzeggEFcxaFURNWBSsvtVDp+QIUGS6xetodflpdHhpdHj5edMWfM01PPfxKj5euYWAs4mjx4/j9QepqG3k/a9+5GxZNU8+9gjl5eXU1NQwbtw4Jk+eTG5uJ5Tfi6iqcPjQIRRFYfHixXTr1o1AIICsKDgVHU89/zIHt67jZEkVNqMWJRhAFTVotRoa2zzoJLjnmilERUVRUFDApEmTwiq0xbWtfLrlNJtPVPBLfg23v7yMnds24zi9nRsu6UNbRSFJdh0RZj1vvvkmd9xxB88//zzff/89Pp+P/Px83L4gpyqaOVnRjMsX4LbbbuOrr77i9ddfZ/DgwZSWlrJnzx5GjBjx/+gqbuf/Ne1BSTvt/IN44IEHSE6IQ1UUWl1+VECWg8iyQnRkJKKgogoiTU3N+FrrseklFFkm1mbg2qHplO1dxa0TurJgYleOffoQ4+KaeXp2f86teZ2c3kNIjrFhNWqJMOux6DUk9x5PcpSJqKgIjGYrcjBIQ4sDOeBjWJ8uRFsMWAwakDTExCVgNpoQNFpUOYAxJhVjTComncTQESOxRMUxePBgqhra+Hb9TvxNZdTXN1Df6qHR4eWbH9djjU3GmtaVYCBk9icIIsbIRIb06YJosPLLgZPsO1FIpUMgLjGFvKP7+eLJGzm+4kUctSX07ZjIyC4JKIqKKgiIGh1aoxVFEUCRGdUrm9yUKPyyjKr+ljnQaUQqaupxulzcfffduLwBnnj6WZzNdZw8eTI0paKqCFJI+VUO+HC7XPh8AdSgD0UFq1FHbYuLFqcPhydAq1cmPSODOLuROLsJRZDIHD6TSHNoKijObkSj1XDnk3/j3XffJT8/H4DHH3+cpKQk9BHx+IIK1gvGi3qtRFJiIm5HE03OUH9IpN2CaLShkUTMRj0NZ/bT5vZT3+alY6Kdsd2TEQSBKF2Aq4Znk5sSiSnYwskD27h07p2cq3Wwr6ieMVfdyc7vP2Tb/uOs3ZOP1mRj0vgxCGkDULQWdu7ciaIofPHFF/TtEIPTG8DtC+IPylQ1Odm74Qfuun8RJytbUfR2NEYLb/90hG/2nENJ7EFmbi9WffoGq1avoqmqGF9bE0FZoLroKKtfvAWLXuLUqVPodDqmTJmCz+ejrr6eTccrMBu0xEeYSIgwEhUTy1V3PBr25REEgZKSEl5//XXuvvtuXnrpJR5++GEMBgPx8fG88/EXfLzlND8fLmXt4VI+3nyammY36enpCIJAfn4+GRkZ2O32i4QI2/nXoj0oaaedfxBr1qwh6HPjri7CF1AIBmVESYsoiqQkxqIRRYIeBw1tHvRmO1arGUdlIbayzVw2sldoPFQNWdgrcpAoiw53QwWnTp2i/8BBSOJvkx1aSUTSmTBpYUinBDqkxBETYaO1uhR/czV6XehmObJ7KrLfg8vnR9RIqHIQWQVRo8HldnK6opGqRifO1iYW/PUVPt9eSInXwtz7X+D86RPUnz1C4dHdtDQ1ktG5Fwjg9fuQ9EYUOYAKKIKWaMlF8fnzHD9Xgz06lvTszgyYdDUjb3iatspCmvK2smfPbr5es4VAwIuqyogaLYIooQCCILIr7zyyokDQi6TRE2kJNRA3OX2cObyLtMyOrM+v592NJ/loSyFTrl7A1h8+xeMP4vX50BjMiKKAKoDFYkWr1SBptESYdYzpn4vP46awrAafqw1nUw1D+/UMH89IqwnthQDiV0w6DR0692DAgAFMmjQJCBn1zZs376Lf+5WoqCiaS/Kxa2Ra3QFyUuNoKT3J0A4mxmSZKdr0GbdP6sYdl3Rl+oBMjDoNoijS1tZGSrSFib1SefbeG8juMYi+3bKJNOuJsxvpP3AwPhmO7t9FdrSG+dNGkpMai0YU2FtYS+/evdHpdGzevJmOiXam9E1HK4n4gwrHtq5Ep9cR0X08G46V883eYjpPuoWSitqQs7TdxNRpU1EMETQ2tTJ19CBunjGKYV2TkASVQMDPV+t2cbS0mYY2LxaLBaPRyA8rf8ThDWLS/9amaDFoGThyItnZ2YwYMQKNRsMLL7zAvffeG1aElRUFjz/I4CFDOFTqAFUlPsJEfIQJURBYtukQI0aM4NJLL8XhcHDvvfcyduzYv+NV2s7/NtqDknba+Qfxq6/HgstH0y9JxN9UDghYLCba3H6iTSJ5Xz+Po/gQesXNxF6p5Arn+ej997BYLOEnSwBZllm2bBndunVDDvjYsW4lFfUtuLx+9h3J55s166k7c4CTp84Q9DgZnBPPqN5ZWJQ29EIgbEMfYdYjNJfhzv+FXOE83rZG/G4Hst+LEvDj9XjYfeAwGp2eCreOGJuBeLuRzhlJDBo7mXdffZZvl31C3z69iY0wo9FokOUgoqhB0hmA0ITLlInjCfq9iBodsipS3tCCy+PDKxjI6D0S1RKLMSYVe1wKGq0WSZXRiBLBgI+gx4HVoCEoaPhh4y5Onyki6Pfy1epNnK2oI8qiZ/eqjxl6+c1UNrmJsxmIshiwpnalrbmBL569jRxtLVVHNtJSfR6N1ojX50VWBQRVJicpgpgIG5K3mc0fPs7r985GbqtDFX67oWp0OgJeJ06PP7ys1e2nQ7yNtWvXUldXx4wZM2hra+ORRx4hOcpMrNVAXasHrz9IbbOTE8eO0lJ+knM7v+X6sZ24YWwXSn/5mLazh+ialUIwGESvlTDofnvfX4MSgEcffZQWp4exY8ci/m602GTUE5WYQfeevRg9fEh47NiglWh0hBpAExIS2LhxI4Ig0DU1kuvHduaqgcmsXfEZo6bOIdZmxKCV0IgCEak5tF5wUQaIsZuJTOlI1+7dyUoPKcF2ycnCHp1AvyvuZefpOnadqmHptjMUVbeSlpbG1i2biDDpwpNbEDICTIsNZW4qKysJBAJ88cUXvPbaa9x7770cLWng7fUFvL2+gNwJc/FpLNiMv02u+ZwtfP7NakaNGhV2ac7Pz2fGjBn/H67Kdv630z590047/yB0Oh33338/Q4cOoa6uDoCojK68u2wlMXYTUmsZXy4q5vTGpdxwww1cNbwj43Of44tPP2T37t1oNBrOnDmDTqfD7/ezZcsWXn31VaZMmcKUy69mxbcmrInZIIBWNCCoKqeP7qPBKyAIIoGmckp3rqBDdg5B5Urq2zwoCgzITWHJoqcp2BHDoJteJtpuoaKqBm8gJGmv1wjobTEEggEkMSRMJggC/fr05kBKFhq9nh7du6OVBMobXMhaQ0h6Xg3Ziuedb0ArigS9bnRmG3IwSNDrIxCQ0ZjsDL3qXspqm0hNiMFutVBwvhpZlRAJEnS3IWn1REeYaayvpVkViM3qhl6jxeX28NOGzeTIhdTX1pLTcxAxVj0qUNXk5FRZHQNn3sXJNW/x6O1zie8+ggi9TEq0jjNlVfhlEQPeC/L9MnJDCWfzDtGjRw8Kj23lWN4UcnO7IABBWaFkx7f4Jo2kLhgSNIuzmxjQMQ6zXssbb7zBrbfeSocOHcJCeDMGZvDKx9/xw4F86uvrcJ4/Rm52Jq++8gqXz5jBgAEDiI+PZ+/evcyaNesPjrkAkiThcDiorq7mpZde4sWXXkFvMuD2hbIQiqri8gXx1JVgkobT5glgN4VciVvcAQZkxwLQpUsXDh8+fNG258+fT2xyBh2ys8krbcLl81NWVo6kN1PR0Bb+PW9ARva50UgX3x6CkoG4CDvxEaFzwu0LsiWvgl69e3Ps6FEW907l+33F1LYEARWbSceQTgnYTbrw8XrkkUe45557OF/nYNPxCqKteiJMIloxE53lNKeLS8nNSqesuoE1W/cSk5jG+28/Ed6HQ4cOMXjw4P/xNdnO/37ag5J22vkHcurUqXBAAtB0voAJXWOJiIjA6bSjKApNTU1MmDABgJiYGLp168bDDz+M0WjkgQce4MyZM0DIaG721dey9kgZ8x5/j417j2EgwF8mDMOo0/C+z0eH5HhGDuzJuZJSzpZqaSpIoPD4AW6Z0IW6Vg9GnYTN0JWX7rkGr7ccd1M1gjaFlLRUNCKUVdVRfOQXJNnH6lWrufX6a5BEEVVVCcoqaQlRBH1ugrKC3Wygf1Ys209WoSoKihxAEkBGZMvO3cgXlDxVFAQEBEECUcBkNCBKGgpLq/A216LRGzFFJxMIimj0BpSAH0WREQ1mdFoDqqISlBWCPjf21FzWf/U9GlHAZjWjqCpF1a0cOlOJwR6HOSqCUbe8xE9LHmDEtKuZNGYEkigwtE9nduw9wNaNO3h/1wrqKs7jbGth8ddbaJaNlJ05zjevP8rf3vuMI0eP8vWHS2isLOaDRXNZtWErVrOJxEhzuGR2ySWXAFBcXEzfvn1xu90UFRUR330EXSbMpXf34Vgt1zKgYyyr31jEyJEjKS4uJjs7m/z8fCIiIgBoaWkJ/xt+C0ouvfRSMjIyuP++hZyva+PHQ6U4vQFUVaV7WiTu2mLilDo0okhdqxsQSIk2M6BjHADDhg3j1VdfDW+3qqqKH3/8kY+WfcuJVg8lZZVUl5cgihK22CTcPpHaFg+iAApQeXgD/Xp1o8npw2rQ4vD4kVWB7OSY8DaNOonaVg+jx4zlx9WrSYm2cPWQDHYeyuds0Rl2H9jJm/ce5Ny5c2Gxs19HrE9VNmPQSuguTPhEWY1Iio/ThefwC3oO5p/FYo9m/JDefLO3mKl908lNiaClpYXIyMi/x6XZzv9S2oOSdtr5B1FdXc2PP/7IBx98QGRkJFdccQV33HFH+Cb0a4lGlmWGDx8eft1TTz0VTlFLksQ333zD3r17uemmmwhEZtMqWDHoREwGLW6Xn6pmN5lxViSjDYdqZNPxSuxmMwP69mXisP7cMqUPhw8eYNCgQQDs378fgJtuvoVzGgM+RU91S2gSx+cPorTV8Mayn3jp7Y/5/LufmTJxHIqqkhZrQRd04GppYEz3JHaeqqHZHTIKtBi0NDW0EhQlJL0Jc1Q87oZK9BqQJUPY50RUFWwmPZIooDGYyO7RE4/LRWVjG35XC/boBDyKzPmyKgRRg6SR8HtcBMUAolaPKIokduzFqZI8fv7yPQZMnsOpKgd+rxuTxUZrYwPVbhepAy/F7w/wu7YboiIj0Vsj6dxvAFarndOVLWw960YU3Si6FPpf8wS3XDkFk9XGlfMXcNWsy5kzbTxDe3Xm8OHDSNGW8LamTp1K586d+fDDD5k2bVpIeM0aRYcRV2IyGkiOtaGosOd0LY++8h7nLhtDr169mDt3Lp9//jkQyj6VlZVdFJRoNBo2bdrE0aNHOXXqFAAZcTZundCF+lYvJr2GSIseVAUdfm4c15naFg8aKTTu+2spZ9q0aTz22GMoioIoilx99dWkp6djFALs2bENjSWSpNRM4hMSiLboWLPqe5TGOAYPGUzHRDuPlxXQOyZIXIyFqmYXsWaRqmNbiJwwNLyvbZ4A8XYjo3pP4FaPB/FC8CqKoa4ArVbLxIkTufPOO5k1axYJCQn88MMPXHPNNeg04kXeN6qqEhcdyYmfP6asYiJGg4GrrrocvVaD2xdkz5kaMmMMaLVatFrt//CKbOefgfaeknba+QexdetWANauXcsVV1wBQGJiIrfeeivBYEi9U6MJPRd89NFH4ddNmTIl/O+GhgZmzpzJ4sWLGT9+PG8u/Q6DKKPXaoi0R+J1Oymqaubr9Xsw2GJxyxItTi9lDW1sLaim1e2la9euYVErgLlz5wKw/awDTWQSoigiEDJ6M9iiyR47j2YfXDZ9Ok2NTfz4xTuU7F7Jug+fY+/uXZSWltI3K47bLumKueoAst+Dw+FEZzBisNgRNVrSkhNJSOuA1+UkLc5GfKQZOeDFoBXomGhHJwRREJFFHXpbFDZNkIOfPMyhL5+lbP9P1Bfno3jbEEURUdIgaXRo9EYQJVqqS4mOjqb06FY+W/w4rW1tCJIWt8tJQFHRm22YY1OpOptPg8OHqqrIisLBghISuwwiIr07PksS1oTMkD5MwE9TfRWK1kjOJTfw6AdryBl6KYcrvDz20VoyO+bSuXNntmzZAoTM4woKCvjxxx8ZNmwYhYWFaDQa5txyL/aIKGory9i1azeFhWdQVYXjpU0cOXKEQCDA8uXLaWpqCn/3lZWVF50zGo2GlStXcv3119OpU6fwcp1GIjnaTKRFz88//0xDQwNvv/02y774nORoM/ERposk7bt3744gCBw8eJBTp06xbds2HA4HV189hwSDlwnD+jG0V6ewEF2M3cLXbz/H0M4JxNmNKIpCfKSFvwzM5PZLuiHU5NF4aidRFiO1rSEJe1CZ0CuVH374AYPBQF5eHpX1Lby7IY8hN73ExJse57MvV3DzzTcTERFBRkYGP/74Y2j/0qJRUWl1+/EGZGpbPQzskUNxwWF0ksj1c2ai12oufHYRly+I0+nEarX+D6/Gdv5ZaA9K2mnnH8Tw4cOxWCysXbuWHTt2oNfrefTRR3n//fd57bXXAMJPfb8a+UEoU5KZmclLL70UfuoE+PCLb7DHJrHsh3UIKKQmRGOKSqamvhG/GOrrQABFlVGCQYKKzOff/Eh+fj47d+6kpqaG3bt3U1RUxKFDh8gdPg0FIXRjVlVADTkRG23YjFo6picRH22jrLqBH7/+jC8+X0pUVBQNDQ3cfPPN6DQS33/5MfWH16CgojFakBUVi17L4E4JDOyRQ1NFIRpBQCtJBH0eOieGJlo6xFlpLDlB/6xYUoRa8r59Gb3RymU3PcwVtzxA5/4jUTRGBEFF0oVciVUVtBodHQZNpvPgS5jx2GeMm/cgCBKqICD7vcjBAKKkwWK1ULTnZ5KiTNS1ealvdeNVROKiIjDrRFqamkBQcfsCNDY2gAqSKBDdoQfR1lBzb3yECU9A4dWPv+Uvf/kL48eP56233uKWW25h7ty5dOzYEQiV3N58801Wfrscu93G0KHDyM7OprWllXPFxXzzxScUFxdz9OhR6urqCAaDTJs2DVmWefLJJ1m5cmU4SPX7/RiNRj744IM/nE+KojB37lymTp3KjBkzGDFiBDfeeCMRERE8/vjj4W38SmRkJD/99FO41JSdnc358+f55OVHibaF+kK8ARmHN8j8Swdz7OgRnM6QSZ4sy+FeGYCdO3cSZTUxb3QnZg7K4i8DO3DTuC4kRJh4/fXXkWWZL75dxUPLD7Fq/3n08dl447px39K9NF1ovh00aFDYATjObuTKodkkRBhBhYEd45g5JOSoveiO+TS7QuaGqqrS4PDSJSUCp9N50T61869Je1DSTjv/IFJTU0lISMDv95Odnc0HH3zAc889x5kzZ3jooYfYsGEDfn9ouuPdd98FYM+ePXzyyScMHjz4otp5QXkjX+0+x8iRI9BHJvL95pAAlhz0EWsSSUmIA1QEQuO0oiShESXGT7qUyspK0tLSuOyyy7juuusYMmQIffv2JTMtOZQlufCEHXahRUAQBJodHtoUI30nXcXcpz4humNfDh06xA8//MBHH33EkiVLOHnyJAW/fM1AQwmtlUVIjjIuG5yFSa8lKyMN1evEf+RrNKdWcXjpY6xf/R1vf7Kcdd99Qf4Pr3H31F68vHAuSsBLQu5AzAmZ1Ld58fqDaI0W/H4ZRVZRATHoo/F8AYI5FmO3S2h2+lBELZLOgEZnxGiPxRoVR0JMJN0y4vF4PBjqC1gwoQutR1YjCAKVZSXs3bsXZ0sjqAIIItExsaSmpSFptMg+V7jPAcCs11Dd7GLmzJlYrVbuvPNO/H5/2MjuV+bfcCNZsRaK8w/R6PBijYwhp1tvMlOTaTy9jx49ejBhwgR69OgBhHpRBg0aRFNTE7NmzUKn05GSkoLL5WLhwoUXBaMAJSUlpKWl8e2337Jq1arw/9va2rj66qt59dVXMZvNzJ8/Pzy9k52dHfKhKS9n1apV7N27l9TUVKKtBq4b3YlxPZIZkZvA3FE5XHvZBGw2G0899RQQCoB+n5U4fvx4yARREsmIs5KVYEOvlXA6nZSWlmKz2VhzqJzqxpAujhL0oREkalo8rDwQmiC77LLLqKioCG8zOcrMzMFZ3DQ+lxFdkig6cxKdTsfYnqmkxlioa/NS1+qlQ7yN4bmJOByO9qDk/wDtQUk77fwDGT16NAClpaXMnTuXRx55hLKyMiAkrvbr0+2hQ4e49dZbmT59OosXL2bbtm3YbCHvG1lR2VZQTaRZT6fkKCYOyMXV0sDeA4fw1JVy6fBeZMRbERBQVRVFDhD0eVFR6JURTVJSEqtXr2b//v2cO3eOL7/8EoBZg0NOxqoa6m8QRCkUmPhdBGWFLQdPotHpSU9O4vDpcrpPu52f8xoYN3Eyzz33XNgEz2Kx8MOXn1FfsJuJo0ciXbihNjt9SJ5GPv7gPT796AM69B2LMSaVzrmdGT99Nmm9xzB9weP89cs93P3GSkyJOZTXt1LT7METVBElLYIoIAigBP0ogkhmVjY6gwmNVk9jUwt1bZ4LgVjIIC+ogLu5grU//oBZJ3DFFTPJP36EN17/G46aYnRmG7179yYuKR1FlUEQcPllnN4Aor+NYEs1Xn/oO/H5fPyyfReL7r6ZK6+8kr59+zJ69GjS0tLCZbc2t5/v9hbzxtp8rlz0FqUH1hGoPEFCpImBHeN48bpRnDi0h1OnTqHX6zly5AjffPMN+fn54axVIBBg9+7dXHrppUiSxMmTJy86h9566y06duxITEwM1dXVTJ06lZpmNwXlTbT6QuudTifPPPMMa9asITIykksuuYSMjAzKy8u5//77mT59+kXbtBi09MqMYUDH+LAx3qxZs1i6dOmFc0K9KCgpKSmhd+/e4Z8VRWH58uV07twZo9GIx+PBkpSNJIrIioIgiPh9HlRF5UxlCwCTJ08mEAhQWFj4p9fKqVOnMJlMmPVarhjcgZvG5XLz+FwuH9QBg07Tnin5P0J7UNJOO/9AxowZAxAORABeeuklgHCPAoT0Kd5//30EQeC2226jqqqKq666ip49e7Ju/QY8viA6TSirkZYYw6RhvWksO02EWYfbFyQr3o4ge0EIybNrdAbaasvonxy6efbq1YucnBwyMzNJT08HYHDnRHrHgvyr6JkSJOhz09pYy9mqJhrbnERHWHF4A7Q01RMdaSOvtImNx8q59dZbAcjKysLpdNLU1ETlsS189N5brNm0naomJ47GavK2/sDSb3+i22UL6ThiBoLehDkqidS0NJIGXIoc35OKRhenqpzE5vTH6VOQFRlB+F0GB1AVGUmrQ2O0XzAE9NPikYFQyepXFEWhOWii36Dh/LTrBJMmT2bw4ME4HA4+eeIWunfKosUHzU4XGjVAp1gD7sYqqgqP0bDlA9TKYxSVVrH0x618tnYv1c1eJk0Yj9PpZPPmzfTs2ROfL9QUrKoqqw6UUN7oJM5mINJmZsp19/DT529yRVcjt07sSnJ0yFgvMzOT8+fPM3369HB/0e8ZPHgw7733Ht988w2rVq2ioKAAr9fLyJEjufvuu/nrX//KsWPHsNvt/HKigi+2F7LuSBnLthfyy4kKBEHgwQcfpKGhga+//prCwkJWrFiBKIq8/PLL/6Vz9dlnn6WhoYHDhw//IShpbGxk6NChvP/++/Tr1w+9Xs+8efMIBAKYTCYampqJiktEQUCUdIhaA4KoIRAIcHjbWmpqatDpdERGRrJ8+fI/ff9z585ht9uBUJBsN+mwmX7TLWnvKfm/QXtQ0k47/0B+zZQUFxcTDAbZunUrv/zyCyNHjiQmJiacbXjvvff46quvqK+vJycnh9jYWPbu3YvFYmHapZNZ+v4bbNqxB1kOya1bo+LQ+ZqwtJ1FFAW27j1E5bGtFG78FH3zWe64pCuu3R8zctiQcDYmIyODuLjQyGgwGOTee+/l9fvm4G2px+9sxiQqZCbFYLRG8N2Hr9JWdZaM9FRamprQmiMQ9RaCqsqZqhZefGUxERERnD17lg4dOjB89Hi+2HCA7n0HcebUSV5bdDsvLJjBmDl3sbHSQExOX1wBFa3eRFNDHcW1DnTmSPRaDX5XG+dO58GF7IPw+ygDARGQJC2yLKPXCRRv/wpR0oRSPBCKWi6UnADsFjOjBvZk+8kqxkydHS5LHd69mefm9Kf0+E68NUXMGtGNgV3TuWnGGGLMWo7n5XFw21pWfrWUgKuNgTlJzJ0xng6DJlPTdkF8LiIiHJQ0OX3Ut3mJtugRBAGdRqJHl070GH4JEydODCnyXmDq1KlIksR33333H54v06dPp0+fPkycOJG4uDjy8/M5fPgwTz75JABVzW6OlTQSFxHqeYmLMHKspJGqJnd4G1dccQXFxcX87W9/+0MZ6D8iLi6OTp06hcd2f50KOnfuHH6/n1mzZnH33XdjNpv58ssv8fl8FBQU0NTUxDcb9iIaI0PvJwjhzJvVoKV0348kJycze/ZscnJyLgrGf8+WLVuorq6mf//+XHbZZSxcuJB3332XnTt34nA42jMl/0doD0raaecfSHx8PACLFi1Cq9WGMyeXX345AF27duXkyZM89thj9OjRg5dffpni4mLq6+upra1l9+7d1NTVk5uTTXG9h49WbefLNVs5um8Hp3b/zOqvPmXhzBHs+WUtWZ26MH7qTPK2/8QVI7sxaeIEvF4vY8eOxe/309DQgMvl4sEHH8RqtfLBBx9w80PPkJqair+1lrryc2iRSUlNIygZSbBqcfkUGl1+dEYzTU1NHD6Wz8r123j1lZfD/RE33ngTpx1Gzte7GDlkELfceAN/uek+rOndie8xGlQVCRk5GMRoj6GuoRG3x4uKQHlZCSdPFoQk4AURERVBFFBVBQh52JiMOmLsRhy1ZUxMctFw7jjJdg3REaGR6lAMo4ZvhgFFparZjRaFN5d+z4IFC+jevTu33norOdlZ1Jw5zNRLxqO7MN2hqDBx4gQSYqNJy+7MtTfdxg2zp9Graw4mnQajTuJEaSMA0dHR4aBEFAT+rfyZosI9d95JY2MjU6dO5ZZbbqFnz55s2rSJtWvXhss+/xGrVq2isrKSXr16UVtbS69evcLrmhxeEAgrvIqCAIJAo9P7h+3cdtttBIPBsCrwf4X77rsvHDSYzWaKioro3r07iYmJ/PTTT3i9XrZv386sWbMQRZGYmBg6d+7MO99tJRgIovg9IRM/RUFRVeoKD7JrywY+//xzNm3axP79+8Mj6eFjpigMHTqUkpISLr/8cmJjYzl//jzffvstDz74IKNHj8Zms3H55Zdf1JPSzr8m7Tol7bTzD+bJJ5/kySefZMSIEYwdOxZJkliwYAEAN910ExB6Sl2yZAlffvkl9913H4888ggPPvgg06ZN41Cpk/6jJjPRoufAkeMcOnGKI4fWI/s8zLvuOnaVeLh14YPE2ozIikp2Ti7Vxzbyt5ceRxCE8OSPJEnIsszZs2d58MEHeeKJJ9hbWMeHv5xk8OAh5OfnceTIEeLTsoiOtGNuKaS5Mh1ZNiME/QiCjN1uIzI5ngJbFKPGjmdbQRW6LhOJqY9l24ky9AY9eo1IWnwKCd2GoSoqOknA5/cjiBIanRl0FmpbnEhaLeaYFGxGHalxNgqKq0AJIEkGgrKMoCqAgBSUcVQVk/ftYma/V4VGp6d/t45oJYnD52opbXD9VupRZAK+IOfrHJw9shNrRBTPvrSY3OwMLr30UjZs2MDoXv2xmI3UtXoQRYFAUGF0tyTeEFRGjRmDyWS66PtTIZxxiI6OJhD4VbJfR0aslZK6NqIsenwBhUBQZlCXDuTm5rJ+/XpSUlIwm83o9fr/shJpSkoKUVFRjBs37g9BjN2sD+2TGpqU+tV8MOJ3ZY5f0el02O12li9fHs5+/Gdcf/314Umw/Px8BgwYQI8ePdi3b99FWRdfQKaswYmsKFx34y18sacc+4XpLTnoB0FAqzMQDPhITU3llVdeYfTo0Xz//ff4/X66devGgQMHAOjRowc1NTWcOHGC3NzcP92vYDDIU089RU1NzX/pc7Tzz0t7UNJOO/9gnnjiCZ544omLlq1atYoXX3yR22+/nU8//TSs+rpgwQK8Xi8vv/wyDz30EEeP53GqUiHObgRUrHGpWJNlemf3xFFfTfao/uSt3UTQ3YZgN6GRBOxmHekTLmdY9w7MmjWL0aNH89RTTzFkyBAMBgNvvvkmN9xwAwA9M6KwG/W0egJ0yu1KTV0DVdU1nNm9liMNFST2bmPSVbdii85EVkL7UVJ8DlmBtceqsPSsw+EOYLBG4/H7cba1oNXpaGppQ1FkgorC+aLTaC2RiJIWORBE0hlQg35S4yIorW3B4Q1SVt9G47mjyIpKfHYPgkEFUVUo+Pl9ZGcjsirQrWtXtm4oJiYqkjPbv6PjiMupqG8BQYMaDKKoSqjMowqUV9eh2JIZ3HsQS346gZTUnedefIm5c+dy5ZVXMm3qFIaOuhS3P0h2gp3UaDOtra1kpCSQHmPhfL2DGKsBX1DG65fpmR5ypY2LiwsHJYIgcGnfNPYW1nK6sgWbScuk3qm8/epznDhxggMHDtC3b19KS0vJyMggEAig1WrxBmSanT5sJi1m/Z8LgaWkpHDkyJE/Lo820zk5glMVLSH1VRU6J0eQEvPnZY1OnTqxefPm/3JQIooio0aNYuPGjfTr148RI0awcePGiwKSFpePr3efw+kJACrajqNoWLqQ1F6jEQQNegN4PD6CAT/OcweYNWsWCxcuJCIigm+//ZYBAwbQr18/kpKSkCQJjUZDcXFxuLT4Z2g0Gmw2Gy6X67/0Odr550X4M/+F3/EfrmynnXb+67jd7rCp3oIFC+jZsyfdunXj888/p6CgAIDz58+zb98+rrzySrp06UJsXALT7/sbURY9Z2taOXimkkBQQavXIwdlIiwmGmoqsGplZk0aCYSM4yS/g7tmhnQsfh03hpB2isfjCetFAJyva+PLnWepanIRadYzuqOV6aP743K5+ODLH2g2ZRJjM6ARBY6fLOTnH1cTJbnwx3VnSO+uCJZoTpbWAxDwutFpJBRBw9ntK0juNhhBbyUrMx2PP0h5yTk0ehNdO6ZztqgIn9+PzmzH1daKs/IkEZm9ETU6WqvOUrx9BWOvuoNOvQez72gBkXYrw3vnUH/8F/727KO8++lXfHqwBb3ZiiqIoCiIWh0IAoocBEXGbrXi9vvxe70M6pLO0E5xTBvcCVUOEhMTw2OPPcbtt9+OKIoYjUY+/vhj/jJzFrtOVXOqsgWLQcuwzgnkJEUAcOLECXr37h3u7fm3rFy5kssvv5yPPvqI66+/PrxckiRsNhurt+znSKU3rGY6LDeBAdlxFwmfAcyePZvjx4+Tn5/PRx99xObNmxkzZgyTJk0iJTWN8gYnjQ4v0VYDqTGWixyjf8+DDz7IZ599dpHVwX/GunXrmDx5MtOnTw8b4f2enw6Vcra6lWibAQCnJ8DSzz7GbrNgyxmKP6ig1Ug0HN3A9uUhPZ4hQ4awc+fOcHDj9/vJysqiubmZhoYGDAZDePuNDi8Hiuqob/OSnWCjT1YsBq3E999/z9KlS8MCbO38U/PnJyztQUk77fw/4fTp06xcuZJHHnkEvV7PHXfcwYoVK7jnnnu46qqrSE5OZuPGjYwfPz78mnXr1jFlyhR+2HWSwloPx0sbqW5oRpS0oMgoiozRZAFvC063lyvG9Ue8oC/yxoNzyU6KYvfu3Rftxw8//MCsWbPw+/0XPf2qqnrhZiLyxeefc9111wEQFRXFSx98jVMfzy/bdlJZVYPWZCUyMRM0OoLBILERVhpbWkEQCAaDJMfFoKgqmz98gqScXtg7DUHU6nHWnqdk72p6TL8LOehHlWUyU+LRaHWcKjxLWlo6lecLsVitxCSkcqbgBFPGDKGqxcfxwwdIycgkMzWZxAgjT84bi9PpZODNr4Wk6+OSUCU9gUAQvUYkGAwgK6FygqIoiJJEUrQNra+JX777jK0/fMbji+5nxddfYTAYuPvuu3nuuec4cOAA/fr1+3e/x7q6OuLj4//UTK+oqIguXbpwww038M677+L0BsL+LpGRkbh8Mncs/pquOZnoNBJBWaHB4eXq4R1JijJftK3Fixfz2GOP/amxXm5uLpMmTWL69OmMGDHiPzzvDh06xIABAwgGg//lpteFCxfy2Wef0dzc/Kfr391QgE4jhvVcVFVl0459rFlyH8WlFdS2eEiJNtHaWE9WVhZxcXGUlpb+4f2ffvpplixZQmNjY3hZq9vP0m1nUBQVo05Dm9tPSoyFK4dmUV5WxuDBg6mqqvovfY52/lfz7wYl7Y2u7bTzD+azzz6jV69evPPOO0yfPh1ZlnnzzTcZMGAADz74IKIokpWVxRtvvklhVQs/7C/m58Ol9Bw4gtjYWL5953mG5CbS3NKKKEpoNCKqooT6QBWV+NhYnA1V+Lw+Is16lr24EI2/jS1bt/3h5nnZZZchSRKffvrpRcsFQUCvlXjh+eeZP38+d999NwBNTU3cNHMCT940nfKy8wwYMIjI1M4oGj2CqEGUNDS7fAiCCCr4WhvQaiQCjgZis3qSNmgqWq0OjQDRKTl0GjePnPQEtHoTWrONylY/JdWNiJJEtN2EXqsh4PVA0IspOonKmgZEQQgFYFodbl8AWYWZV1+PqMpcN6k/WZ3/f+y9d3gUZdu/f24v6b2TntBL6L2D9A5SpCqKAiKKiApSbCCgVGnSFKX33juEmlASSkIa6X1Ttu/8/lhZzQMqKL7v931+OY8jx5HdnZ25d2Z255rrvq7Ppzo+7q4IFiNmfTlBXk4gFgMCgkgCgnVfmSwCSY9zCGszkB3X0mkxbCqJ6bmMGTOGBQsWIAgC/v7+f3os3d2thnRPRO+eUF5eTqNGjYiKimLW1wtZf/Ieq4/F8/3hu1xNyCE8PJwqETUpKiqyXcylEjFikYhLsfcoKiqqsL5Hjx5hNpu5fv06ERERrFu3jiVLljB9+nRatmxJYmIiX3zxxVMqrv9JgwYNEIlEnD59+k+X+z1btmyhT58+f/i6r4sdJVrjb5/dYKJJ/ToUFxaQnZZENX8XjNoyatasSVhY2DMDEoDmzZtTXFxc4bn4xwUYTRbcHJSoFVK8nFWkF5SRU6SlSpUqGI3GyqDkv5zKoKSSSv5FDAYD48aNQ6/XM3r0aK5cuYJSqWTYsGEUFRUxf/58vL29mThxItcSctkZ/YiMgnISsjT8fO4hEz6cwfZtW2gY7ELcoXXIJGLMBj1iqQSJTIbZpEOpUqLNvE/ulR1s+GIC2ZmPmb56P4sP3WXj6Qek5/82Dy8Wi6lTpw4zZsx46sI6btw4pk+fzrJly5j3zXxUrj64hkQR0LgHPnXaU6dWDdROziC2StObf9dlIZgM6PNTMem11At2JW7fMvxqt0ImESMSixHEEiwiEUonD/xdlCgUCqya+BbUKjUypQNlZeXIlSpMEhVpOcVIpHLikx9jtpgRBJDIpKgVUgRBoHNHaxfT610b8PYrNagT5Io2Nw15eRZ2ShkIIkRSOSKRCKlMjoAFsUiEQSTD1dEBL2c1ZouFQzHpzF+w0NZuumjRomceR6PRSHR0tC3I+8/pkCZNmiCTyTh5+gw7LyehNZrxdFLhoJZz6k4GHXsNIijAj+Li4gqBokUQGDNimE0KHqxFnRs2bMBsNjN27FhiYmIYOXIk48ePZ/bs2axcuZLdu3dz5MiR5+rm8fb2ZseOHX+5HFhF0jIzM20tyM+iRTVvZFIx2UXlZBWVo9Wb6dowBD9fX+bPn095eTnVqlXD2dmZ2NhYBESYf9ce/YTmzZtjNpsrBGRag8XWWQS/ivoBBpMZkUhEgwYNKkw9VvLfR2WhayWV/IvExcWh01nbNX/66Sdu3bpFQEAA69at48iRI3Ts2JGCEi3hzXvif6OUpHtxtGjWCLCqhfo36YxEIqFJkybkPHjI21NncvDKfeztnTCaDOhLS6gXVJVMJyNLlyzBaBHx4fI9mEUyvJxklOqMbLucyJh21XBQWYsqU1JSKCgowMXFhZUrVzJs2DB69OjBoUOH2L17NyF1mvPBhss0HbcYsUyOYDIhkUhILcrDxfd32iAisJiNiEVi8pLuknxoKcXFxUztEsL92GuE93HEYDZjtoBgMSJYBERSGXfTChAJFgwlBcgUSgL8/LlXqiGnsAyx0gHBrEMqleLnpibN7MqjLA1OAdXIKDbg7Q5BHg50qhGMyWSiflSUVW7fbCY5u5h+H3zLjbgETIIYmdIeQWQdqElXhsFgNZqrG1kFAAeVnJxiLYWletwdlfTp04eNGzfy1VdfVTiG3377LaWlpcyYMQOwBnY5OTm2rMrQoUO5f/8+Dx8+pKjcTLnB9GthMsgkYuRSMc7+kWQ8WovFJYisoqaoFVJOnDrD3ZtXKclKIjpNb+uouX37Nl5eXjx69IioqChUKtU/Ogfr1KnDxYsXn2vZWbNm4ePjQ5UqVf5wGTcHJaPaViUpW4PJYiHQwwFnOwXdu3dnz549HD9+HIA7d+9y7VE+VxJyMJosVPNzpm0tP1Ry62VHqbS6/p49e5aePXsCEObtyNVfl5dJxZTqjChkYrxdrB1RT4KSJ8tX8t9HZaakkkr+JR49esSIESMqPL5y5YpNN6Jz585Mn7+SaZuu8suFRBz8wnhY/JvmhFwqplRrZMSIEcTExDDp3YkkHl1D4t5vGdm+Gr3qeXPtx5kMbR7MsFcHUFZWxteLV+Lk4oqj2polcFDJMZospOSWALBq1Sry8/PJzs5m6NChjBgxAqVSydGjR7l48SLtO3Xh+6N3ySvRWQMSixmRRIJUIkVq74YEs1XWXSxBKpMhU6gQicDPw8FWvDlgwAAUMgnZSXfR643WdYjEyBVKBLORAk05Wp0WuUqNyWjAbNQhwUxJ6i0MRguCIFA9yNvqDixX/Lr3LFgQcf7aHVKj97Nt2zbEYjFVqlQhPDycmjVr4iS3cOHoXsry0okMcMfdSYVJV47JZMCoK6coIwmhvAB/d6sqqEUQEBBQyq3TKXPmzCEjI+MpXY/9+/fz9ddf2x5LJBKys7MBWLJkCb/88gv79++nSpUqyKRiBIQK2RCzRcBOKSM+Lo67xzbRsY4fAe72nNu9nkfntjL7s+kA3Lx5E7D6Hz0JCi5fvvzPTkKgU6dOJCQkPNeye/fuZfDgwX+5nFohpUYVV+oEueP8a5vyBx98QFZWFsXFxcTHx/MoT8uZuxnYK2S4Oyi5+7iQo7FpFdYjlUrp27cv/v7+dOjQgVWL5+GvKEWjNZBTrEUqFtG3cYhtyqsyU/LfT2VQUkkl/xLdu3fn1q1bFZ5766238Pb2Zvbs2QiIOJaoIzkzD02pFiwWBLGUq/czEASBwjID1fxd+OabbwAYO3YsP/34I6P6d6V/01De7tUMoTSX1atXc/78eTw8POjateszq9NFIqtI1ZQpUxg+fDiurq6sWrWK+Ph49Ho9YrEYBwcH7mcUU643YzSZf9V3BwQBkQSwWHiYmo0KPYLZhNlkwmw04qaW0qJ1B77ZeACwepjcS0wl68oe9OWliKVylGo77JRSpKWZlGRa6yVcHB3AUEZyWhbOajkXf/qKlBvHaRXpTp1gDzIKfxUEE4HFbMZs1KNwdGfGnK9488036dKlCzt27mLoB9/g98pEXv1iG/Ye/kQG+iJTqinMTsNYlEV4gBcqUwm3TmzHy8WB/BI9mnIDWUXl1A10x15pzSAFBgbi7+/Pp59+WmHf1axZEzs7ayHqunXrkEql5Ofnc/78eSZNmsSXX35pK1D2cFQS6O5AVpGWcr2JglIdUrGIAa+0BKCkuIhAJwm9GgaR//AaZr3Wtj0/Pz8ALl26hEwmQ6lU2rqy/gmvvvoqpaWllJSU/OlyMTExFBUVPXf78H/ypIPm2rVruLq6EpNUgJNajkwqRiwW4emk4mGmBq3htzoYi8XCpEmT6NOnDyUlJXy/fDnDurXi/T4NmPtWD1ZOG8GsaZPZvn075eXltqDkLxo0Kvk/TGVQUkkl/xLx8fG2/1evXk1mZibp6ens2LGDTz/9lKoNW2Pv5odep0VTYhUTk0ik5BaWkVWkJdLPiYZhHtjb22Nvb8+7776LwWCwTSMAREVF8csvv3Dw4EFatGhBoLs9aoWUglI9JrOFwjI9SpmEIE8HZs6ciV6vZ8WKFbb3R0RY7eJr1KhBnTp1uB9nDaIUMgkiEb/VyFtAIhGReu0IPoVXSbm0h+K0eJqEu/FKwzB83ey58TADZ68qXMsWs+XKY17/5FsKU+/iJiunVXUfWtfwpXpEKDE7FpF+YRve7k54+viTm5aANPkMZqOBvHuXKdaaiUvLx2I2WyXnLRZEYgkKhRqFQsHVa1ZvljfeeINtlxLZdSWJcoOJ9Ow8HP0jScwrp0yrJz8vnyohYbg5KOjbsysu3n44FsVTs4oL3s4qutcPpG0tvwrHbOTIkezbt6/Cc3PmzLH9/8TDJSEhgY4dO9KrVy8++ugj2+sikYieDYNoUc0bpUxCqJcTg1uG4+FknX6ws7OznRdPOpye8MT3JTY2Fo1GQ/PmzSt4Jv1dvL29USqVf1lXMmvWLIKDg3F1df1b2/n+++9xdXUlLCwMsJ4vFWIHgV/NE60nlcViQa/XM3HiRJYsWUJ0dDQZWdlceZDF/F9OMmjcR7j7BnL48GGGDh2KnZ0d4eHh5Obmcu/evb81xkr+36cyKKmkkpdIYWEhs2fPtmU3ntCjRw+8vb3p3r07EyZMIKOwjKZDPgKpHIW9E2KZwlrMKZFSnJPKay2C6NUw2Ja2Dg4OZt++fXTv3r1CceOwYcOIjY0lMTGR0aNHo5RLGdQsDH83OzRaIz7OagY1D0MmEpg3bx5TpkxBLn9a/XPnzp306tWL1/p0RqovtrbSms2IxBIQiTEL4O1sx90Tmzm2bycSwcigHh2JDPRBIrYWI+bl5RHUsDPZxVo8HZUEeDoRHhLE3SsXcHVQ4O6gYkLf5mgL0qnjJWHBiKasf68r93bNZ/Pa5WzZuo0OLRvz08KPuXzlOhaDFtGvXRsiwAK4OSiICPRGEASaNm3G2buZONnJKNcU8ehBHHZysAgiUlNSUNs7UDXIlzBvJ7QGE9VD/Dl34jCX966nf7MwagS4PqXvMW3aNEpLSyv4szg6OvLDDz/YXi8vL+err76iSpUqz/SyUcgkNIv0ZkTbSLo3CLTVl4DVVO7JBfX3Cq8XLlywZRr8/f1xc3PD2dmZgoKCvzrlnovAwEAOHDjwp8scO3asgrbKi7J3716aNGlie1w/xB2N1kC53oTeaCa7WEvNKq4oZdZzOj4+3mow+etUlSAIHLieysk7GSgdXAit14Kub35GbNwD9Ho9ubm5LFu2jLCwsKcykJX891AZlFRSyUuivLyc6Oho5s6dy4cffsiYMWOIiIjgu+++s3ngrF27lpzcXKatOUapUUAiErBYLIgkUhBJMAsChSl3GTaoX4V1V69eHUEQnuoOGTVqFDqdDrPZzMOHD5kzZw7zPp/BiY3zubF1PlsWTmXk4H5EREQglUqZNWvWU+MWiUQYjUa2bdvGxAkT2DD9NezLH6PLS6EsN42i9IdEOpQxe0BtMOlJSEigd/vGGAUxJrO1BqSgVE9hViqufiG4OVgN6kQiEa+0bYFILCbt7GbquBn5+N03EQSBnTt30qpFcz6d9iF6vZ7+w0ZT6FSdhn3fYdh7n6MvL6WmlxxntRyJVAZiMWJMzHq1AYkJCYhEItzc3TCaLRQVFBEfH4evnz8RYaFIxRCzZzn1qwVhr5SRV6LHTiljdN9ONqdegKNHjz61L9RqNTVr1qyQHQFrUNm+fXvA2okjFou5evXqCxneubm5odPpbJmSli2tUzpjx46lWbNmtuXq1KmDo6MjRUVFGI1GNBrNc2/jj2jcuPGf1mKcOHGC8vJy3n///b+9jfv37zNq1Cjb40hfZ7o3CEImFWM0W2hW1Zt2v8tMXbp0qUIRb0GpnoSsYrydVdgrZbg5KDGZLdxJtQZm7u7ujBo1yhaIV/LfSWX3TSWVvCSe1B08YcGCBbaU/BPc3NzoOWgUyZn5RIaHUFyqxWI0IJXJkSllBLo70mHoAD4Z2ZWvv/7aNjUQGhqKWCzm+vXrtjtLk8nEwIEDbeueMmUKzs7OyOVy259SqUSpVJKfn09UVBQikYj0gjKyispxVMkJ8rQWfZaWazlxKw3vVq8xwimM1bPGYdZrbetO9/Fh5bRCfHx8aNKkCfNnfMCKbUcoKpNgtljwd7Mn+eIeGvR9B6PJguLXu2GTWaBmtQjmzHmXOXPm4OLiAlhT95mZmaxevRqFUkXH4e9jMltl7N1rRRATn8C9lEz6dG5NiVbP8TMXubJnNSOPO1NWVoZYLMZkNOIgaLifkY23rx/BwcEUlOpxFpdTlnaXDwa2Ijm3BDuFjGAPO7p3eQtBEGwGd507d6awsNDmhvuEyZMn88Ybb1hF134XdGzevBkPDw/AGji8qGNtu3bt2LZtmy0oCQ8PB6zB7O+pXbs28fHxXLlyBZlMxqlTp2yB1N+lV69e/PLLL3/4+ldffUXNmjUrKKu+CKdOncJsNtO3b1/bcyKRiBoBLtQIcHnme2JiYnBzc7M91hnNiEWiCuq2UomYMl1FLRZXV9enptgq+e+hMlNSSSUvgaKioqeyEBMmTKjwOE+jY/ulRKp3GYlYruZWzE2MujJr7QYCjio5/u52dG4eRevWrZk2bRp+fn7UqFGDL7/8Em9vb/r374+dnR3dunXDw8ODkydPcurUKX788UcEQeDmzZukpD1mz+nrzP3xMEs3H+bY6fM0btwYk8nE+fhMfj77kFO309kdncTWC4lIZHKWnc7gmz23OHE7g1QCaPneD7iGNeD192cgkavw9/fHaDSSlJTEtm3b6NOnN+MGdqalr5lxr9RgUPNQstNTiAp0pKBUR1GZnsJSPSVaI1l3zuPl5UV+fj6rVq2yTj+JRAwaPITLly9jkSgoLNHioLJOK4lFIiICPElLuMuGH3/kp1+2knD9DN4OUgwGA3fu3MFsNuPq6sqyD4fhoTDj7u1PcbkBzeN7HFr5GXq9nld7d6FZpDfOolLCQwKJjY3l1q1bXLp0CV9fXwBcXFzw9fVl9OjR3LlzB4Dhw4cjFotZs2ZNhePn7u5uKwLV6/W0aNGCjh070qpVKxo3bkxUVNSf3sE/CSDj4uIAa+eJVCrlp59+qpANqV27Nvfv3ycsLAyRSMT58+df8Gx8mu7du2M0Gp/ZhWOxWDh37pzNiO/vsHr1aoKCgl4oc3T//n1bcS+Ap5MKlVzyq6cOmMwWdEYz4b5OmEwmtm3bRtOmTfn2228ZPnz43x5rJf9vUxmUVFLJSyA+Pp7PP/+cqVOn2n7cf/zxR1vKXGc0s+1SIhkF5YR4uyAVC6jd/QkL9EMmlWAyGfF3t0eblUj7htW4ePEi48aNo0+fPsTHx/Pee++Rnp6OVmvt1jh16hRKpZKcnBzatGnDsGHDCAkJoX///hy8kcKRmDQyCsq5lpDLprMPcHb3osxgIfphLh5OKryc1Xi7qEkvKMO3QTeSCrQIgtXPxSIIyFQORA39lDSHKFq9v5bmr32Mo1cQ2y4lsWBfLAMmfU3bzj1o0bwpGanJCIKAVqulf8emDGgaSqCHA6HejrQKUXPm4HYWrNzIzhvZHEyS0nTCStpO+4XbivocTjAgEou5fuM6FstvVZEBVapgKC/B2c2Tju3aMO79T3jrq/XsO3IKlUrFjBkzqF+/PsbyElzzrhElfcTOmUM4s3Eu3yz8joiICM6dO0dERARhYWF4e3uTkZFBrVq1CAwMJDs7GxcXFxwdHenSpQtHjx6lVq1aODg40LlzZ4KDg/nuu++eOs5Pgpm0tDSmTZvGlClTmDNnDmPHjiU1NZWgoKA/PEc6deoEwOPHj9FqrVmoJy3jkyZNAqwtwA4ODqSmptKyZUsMBgMxMTF/+7x8glwux9nZ+ZnZkm3btmE2m22O1X+H06dP07lz5xd6T0pKCqGhobbHMomY3o2CkUhEVv2YMgNRVRzY9dMawsLCWLx4MR9++CEPHz5k2LBhf3uslfy/TWVQUsn/kwiCQGxs7AsZif1vUFZWhiAINGnShJCQELp3787SpUsRBIGWLVvSo0cPLBYLaXmllOlMuNgrkEkldG0UgaG0mKLiMrydFCSd28bur9/miwmv0rXLKxQVFbF8+XLee+89BEHgyy+/BKwXl2nTptG/f38cHBwqpNu3bt3KrXuJnL1+D29nFY5qOR5OKrQGM0qPEPQWa0fN74s7FTIx7uFRgAiLWbAWt4qedEmIsVgsSEQCD4slRHR7m/xSPe72SrKLy+nx9izq1m9IvXr1OHXqFCKRiPDwcIK9HOnZMIhu9QOZOnEskXUbk4kXmnIDOToJcntXRGKrad+RmylEvvI6N07sIauonOJyA3kaHfH37uHs4Uf/nl2oUzXkVwVWgdO3kikqKuKNN97g7NmzbN++nQ0bNjB58nu0GTOTnp+sZ9dDEaqoAew+eJTExETatGnDsbOX2HXtMQv3xTLgnRlUCQpmxYoVSCQS6tWrx+PHjykpKeGTTz4hJyeHhIQE4uPjuXr1aoXjffDgQcAqmNajRw86depE69at2bdvHx9//PFT03W/x9HREbBO8z18+BCwFrUOGTKEM2fOsGrVKqZMmULbtm1xdHQkODgYgMTExH98noLVMfj3BbxPWLhwIQ0bNnyhLMfvKS8vJzMzk7fffvuF3pebm0vt2rUrPOfraseY9tXoEKYm5eQGBnZoyPXr19i2bRvnzp2jT58+SCSSvzXOSv5vUBmUVPL/FMXFxUyfPp0qVarQu3dvIiMjqVatGu+++y7379//3x7eUwQEBCAWizl27Bienp6sXLnS9tr+/fspKCj4rXjwd40e7i6OKAz5PDiymj7hkHRuO15VQvjx2E3e/HgeOrN14bVr1+Lm5vbUXH9UVJRNwOsJdevWpWXbDpw9e/Y/5uVFqJ1cKcnPQsCaFgdr4Hfk2EmKMxL+Y3zWfwQEzGYzUqkUQQCFkwcquQSxWISznQK90cy6LXsIDAyka9euqNXqCuO5cOECZ8+e5a0pM5FKRBSW67EACBbEEhlmswlBEAis05ISTRHKoof4udpRO9CV+OM/4+7uZus+Aqtg1+lL11Gr1Sgc3TgXl4FrZFPGTvyAWt3G4uQXgYudnLKCbBy8Arld4oxKpaLXgKF8vu0Gh2Mec/HuYwhszIBpK+jduzcymYzPPvuMoqIi7O3t+eijj4iNjcVgMNC+fXtat25NXl6ebQxPBM6GDBlie+7ixYvcvHnzuS/KWq2W9957j+bNm7N27Vp69uzJjh07WLlyJefPn6d79+5kZ2f/KsXPU2Juf5fWrVs/pXtiMpm4fv06H3zwwd9e74YNG1CpVNSsWfOp1/Ly8p6yM3hCSUkJjRo1sj0WBIELFy4waOAA2rdqilIuJTY2lp9//pmGDRv+7fFV8n+LyqCkkv8nuH79Oh06dMDf358bN26Qnp7OypUrScvIYvq3aylzjqT7iHfp+Eo3li9fjuUZXhr/Gzz5ke/cuTPnzp3jyJEjttccHR1ZsmQJixcvRpufjkomoajMKideXKbHYjIRF32SXj2602PUZLqPnU6eTsTVhFx+PPOAwlI9R48etRVm/p5WrVpVEMN6mFnM6uPxtBw8CbGDO6cvXgGsaqJ6owV/FwVlxfm0ru5DfomO7KJyNu89yuPHaXRo2QCjtgyxRPokRQKAYDYhCBYUsl8DIou5whgErNmU2NhYW4bgq6++olGjRqjValq0aAGASqX+7Q3wa5uvgGARkMpkKORS6rbuznezp9KncTDta/sTf/0iNSNDbfUFYJXdv3/jPDUatGDjmQdcTcglJikPcVAz1H5VcVbLSExIQCwWY9ZqOHHlNgajiUMxqaTmlWAwmskvKkJt50B6KSTlljFp0iTc3NxsmagniMVijh49io+PD3Xr1sVkMmGxWGxmcL93Ev7yyy/56KOPnqtI1MfHB4PBQL9+/Xj//fd59OgRgwYNom7duly7do3Lly+zaNEitm3bRt26dTlx4gQikeiltMAOGjSIvLy8Ct+dlStXIpVK6dev35+888/ZvHnzUxmPJ8ybN89qpfAfrc2lpaWYzWZbULJnzx6aNGnCiBEjaNOmDcnJycydO5eAgIC/Pa5K/m9SGZRU8r9GeXk5a9eupVGjRvTr14/Y2Fjat2/PgQMH6NGjB0OGDmP7pSTS9SrqN23N6x9+QZ4yiA8+/Ijq1auzbNkySktL/1c/g4+PD+np6bbHW7ZsqfD62LFjUSgUtG/bmgHNQvFwVJGUkcealctJvHqUPQcO4+ETgMonEi9nFS52CjycVBjNAjeScomPj39m50XdunURBIHU1FRyirXsuZqMIECglwsBHs7EPy4iI7+U/BIdjcM9CfNxQa/X0zDMk1HtqnJ+70Yy0jN4pVMnqtZriaI8m5LsJMwmAyZ9OZiNiMUSLBYzgkSMXCKg0+SiM5ixCAJFZXpUcimBHvZIpVK+/vprysrK+Oqrr7Czs2PBggWUlZXRqVMnPh4/kjKtDhc7ORIRIBYjCCCWSBGLJfi4qGnfri0pKSlcvHiRRYsWYTQauHX0Z27fvUtGfgnZxVq8nNXEnt5Hjda9UMkkeDipcHdU4qiSIpGpuPMwhWI9+IdEUrVGLfTaMoxGI3k6OcUaDVmZ6ZgNepydndDqTeQU63jjjTfIzs5mzZo1T2UknnQ7FRcX0759e65csQZ6jo6OFRRFGzRowOHDh59LZbRVq1aAVdm3b9++FTRnRCIRjRs3RiQS0b9/f5o2bUq7du3YuHEjffv25caNG399Qv4JUVFRiMViTp06ZXvu+++/t43p73L9+nUGDBjwzNdmzpxJaWkpTZs2rVBkGx0djVQqRa1WYzQaGThwIB9//DH3799n/PjxL9zZVMl/D5Utwf/LpKamcubMGc6ePUu/fv1sbqGxsbGkpaXRvXv3/+URvhhPtDR+/vlniouLCQgIwM/PD0dHxwp/9+7d46effqJZs2bMnDmTzp07065dO5tj6JYtW/CPrMuB42fo2bkt5XoTD5LSUHiF8/2OUwQqS1m6ZAkzZsxgxIgRfPLJJxXaC/8nWLx4MTVr1qR58+bUqlXLVg/we+7fv49Wq8VoNPL59Kl06NCBbz+YRI2OQxj02gLuamTU6/E6GZlZFWo9lDIxaZn5lJWVMWzYMNLzy8grsV7Y/d3tEYvFqFQqTp8+TUjDjoixTm8A9OzQgm+//4GbR1NY892X2CtlHMtwR6/XU7duXVJTU7GPaMbQNyZSPSwIgH7dO7B0xWour5hM9boNUbn54Vq1BSZBQVCoP86mLM5+vwqn13qRVaTFz9WO9r8zV9u5cye+vr4VAjSw1mAEBQWxad6HTP5qObrCdCxqD8QSGWDBQSHGw1FFq9p+1K9fn759+5KdnU379u3JTUvk+uKZyBzcEEpzCPR0JjcrndBqtVHJpVgEgYz8Mk7fTEDp4mPVRhF0FJZq0RoFGgU7c0Usws3VCbmTEyaDjFJNCVlZWajtnfB3VeHu7syAAQNISkri448/fqoQ1NnZmUuXLlG3bl2GDx+Ot7c3bm5uxMbGUr9+fcAqqFavXj127NhB//79K7xfo9GQkJDAw4cPSUhIsCm0pqenP3cWYNiwYZhMJrp06cKrr77K7Nmz/7R25c944hjcvn17ysvLiYuLY/ny5X9rXWCtdykrK/vDIlm1Ws3u3btp2LAhTZs2Zc+ePTRr1owrV67g4GBtR8/NzcXNze0ftz1X8t9BZabkf4nY2Fg+/PBDqlatyp49e8jIyODYsWOA9cL+5ptv8uqrr7Jr164/XIcgCIwfP56NGze+FIGlf0p+fj49e/bkl19+Yd68eWi1WnQ6He3atSMiIgK1Wk1BQQG3bt3C2dmZGzdusG/fPrp27YpEIsHFxYXi4mIASg0w+r3PePQ4m8dZ+dxKyefeozRcPDyJzzWidQxm+/bt3Lhxg6SkJObNm/c/8hmzsrJYsGAB58+f57333qN9+/bUr18ff39/W0eARRC4eC+LL3fcYNL3h6nRuierVq1hyZIl9Onbl/ZD32X40CH4ezjh6aQiILQqZXozZTrrVIUgCBSWatm3ZS329vZcSy3l5/MPORqTxpaLiey7lozZIuDu7k50dDTi/1AlFYlEVKtalX3bf6ZVs8aMGTOGgQMHIggCwcHB9OzZE6WDG0m/u3NVymW0bN0WiUxOny7tyLhzAafM81xa9jaLXm9J+rUjFDxOYO47/bixZR6auycwlOQD1sDjwIED5Ofn2+oHsovK2Xw+gUUH7jBz9V4yUhOZOaY7WY/u0TLUkUbhHlhKc8lIS+Xx/VgahnkyY8YMsrOz+eabb9ix5wA9p66kx5RltBz2IVXaj6bUYvWoqRXiTWGpnszCck5fu4NEYWfN7Jj1eHm6o5SKyH/8kB/mfYLZbCYl5hzG0kIUSjvcPL2xc3QiLzmO+jVC2bFjBxMmTCAuLo5z584RHR391DGvWbMmP//8Mw8fPiQkJIRWrVpx9uxZ2+sKhYI1a9YwceJE5syZw4gRI2jWrBmenp62duNt27ZRUlLC6NGj+eWXX2wOw8/LyJEjiYuLo7y8nOrVq7N58+a/5f9Sp04dLly4AMD8+fOxs7P7R5mS5cuX4+HhYSvifRYBAQHs2rULjUZDu3bt2Lp1K3fu3LFpvmRnZ+Pp6fm3x1DJfxeivzixK12P/gV27drFq6++isFgIDQ0lISEBNavX8+0adO4cuUKt2/f5sMPP2T9+vV07dqVTZs22Qy/fo8gCNjZ2dG8eXOuXLnCiBEjWLx48f/oZ7l9+zY+Pj7cv3+fIUOGMGDAAL788kvkcjmdOnWiuLj4mT/0FkHgUZaGpJwSXO0VVPV35t13xnHq1CkOnL3O/uspGIxmjl++BSIxdkoZuVnp1I1qSN1gd0r1JsZ2qIajWs7p06eZOHHivy49bbFY6NKlCzk5OcTExNCpUydOnTqFvb09Op2O27dvExoayqEbqWy9mIhULCIuPg4PLx9GdarDG92bENWkBR1f/6yC9HhRSTlLly6lZeu2pGXnU6wpJSchhuQLO3Fw92H8vE24uzohFolwUMnIL9UzoGkoPTs0R6/Xc/FaLBtPP0AuFaNWSLl2K45jB/biXv4QB3t7jh8/TpUqVUhOTib21m2KJa6sPXiVh2nZVPFwpGOzupTpTdgppHw2shO1atXizJkz9OrVi127djFgwAB+/PFHhg4dSllZGXfu3CEjI4OysjIkEgkWi4VRo0axfft2evTowcof1rH2hFVK3VElR6M1kJmZydJP3+aNzxZTt1qY7Rw4dS6aE3t+xkdcQMuWLVm/fj35+fmsOHKXyw+ycXNQcPlyNConNxrVrso3I1vg5uWLT4PuuEQ2wWg04uPthbashMKcTOrWb0CjME9yirWkXtrNsm/mEFEzCofqbQmMqEFIWCQOKhm9GwQw+8PxbN++nWrVqmGxWGjdujW3b9/m/PnzFQqFnxz7atWqodVqcXZ2pmHDhjbp+SesXr2apKQkwsLCCA8Pt7Ui/+e6/ilP2sU9PT1ZtmyZzb/oeViyZIlNSj8kJISoqKhnSuU/L1WrVqV69ers3LnzL5fdsGEDI0eOxM7ODr1eT9u2bTl69ChHjhxhwYIFz1TYreS/lj/8UlRmSv6H2b9/P2+99RanT58GrOnPJ0VgWVlZ1K1bl0GDBjFr1iwaNGjAK6+8QqdOnXB3dyc0NJR69erZpMZFIhE+Pj5899131K1b9yllyuehsFTPpftZnIvPJCkjj4cPH2Iymf70PYIgsGHDBkQiEW3btiUwMJB+/fqxbNky5s+fb/NWqVat2lPp/CecuPWYHZeTiHtcwKk7GWw6+xBXD2/KtVpO3n6Mk0pGgLs9reuGYkaERmfCLzAUT2cVUokYEaA1mCgsLKRt27bcvn3btk//LRYtWoRGo+Hq1atkZWWxa9cuTCYTBw4cwN3dnbCwMCKrVmP3pftIJSI0RYUYy0vw83LnaGw6YRGRGLVlSMQijObfig2NgpiynBSO7d2CtrycKn7eDHl9PG9Mm4vSLYDT1+5y+PxN7qbmE5Ocj8FoJjUrn/j4eB4+fMjYkUMZ2CwUV3slJ89f5szZs9Rv0oyJczewZpP1grNu3TpCQkL4eN73XHyQQ7M64QR4OJOap+Hk9ftIxSK61Q/k008/5dixYzYdDZ1Ox88//8yuvfsZ+eFXdBg7mxmr93M7MQO9Xs+4ceNQKBT88MMPrFq1ip9//pmLN++jM5pxtlPYOnVc3T2ROzghlckx/1poKRaJqFGrNssWfEVaWhoLFy6kTp06ANxJLcRBLScx8REmk5Ea4cFkFpYjlqtp2KI96sA6iJUOyO2dKdObUKkdMJotWMzWehc7pYwP3nkdi8XClh9/IPn0z8Qd+xlR+g3Gda5BzSBPtm7dysOHD5HJZNy7d4/Dhw9TWlr61AX222+/xcfHB51OR40aNfjiiy+eGfy/8cYbfPnll4wePZqWLVvi4+Pz0gMSgGbNmnH9+nW6dOlCs2bNmDFjhu14/RWDBg2irKyMR48ekZSUxMyZM//2OCwWCwkJCc/tlzNixAgmT56Mm5sbJpOJyMhIAHJyciozJZXYqAxK/gc5evQoo0ePZt++fTRt2pTS0lIcHByIiIigbt26TJ48mczMTE6cOEHfvn3R6XT8+OOP9OvXj/j4eI4ePcrSpUuZM2cO69evt925N2jQAJVKxWefffZC48ksLGfJ3qus2XWKz5f+SJ9Jc3llwEiUSiVRUVGMHj2agwcPEh0dzcaNGxEEgbS0NLp27WoTlsrPz+fcuXPExcU9Vf9Su3ZtsrKynmpDLCrTE5ucj7eLCld7JV7OKkrKjchcA9AbLZQbzCh/rVUI8fdCWpqFSCShsKiY89fj+OnQJbbv3EOTqFoVHE0fPXr0N47K81FaWsq0adP44YcfkEqleHl5oVarCQsLY+7cucTFxSESiXiYkMC95CySMgvI1wm4+IdjNFkwmi0EBIaQ8TiVltV9yNfoyC3Wkl2kRTAZKC/IZPTEj3h9SB96dGhBeIAXZTJ3/Go2x9+/CqXFBcRcjyYxKZmMgjJmfzoVd3d3zp07x759+xjWvzsHVs3i8pnjNGvajA5tWpJfomPp7svIHVxp2bIl48dPIDFPj4tahlIupUuLOvjZmbh1PZpIZQGeTipef/11qxmfxcLhw4eRSq1tmXrXSG48ykMhk1CiNbLj8iPySq0Kr0/k0gcNGkT16tWZ+tFU/vNGSABkWJBqUskt1pFdpCWrSIuHk4pOTWuRnp6OXC63Seg7qKWUlJaTkZFOWFgEgkiMYDFhNhnwaTUctZMbJl0ZUrEYndGMWSRGqrDDZNTi5qCif9MQThy3ToeOHj2ad8ePw1KYyuYV89i15SfbuEJDQ4mJiWHfvn0UFhYyduxYpk6disFgQBAEpk6dyurVqzlz5gwpKSkcOnSIHj16PGUp8D+NVCpl8uTJxMTEEBcXR61atTh8+PBfvs/T0xOlUsnw4cNxdXV9Zhvv8/Kk06xr167P/Z65c+dSrVo1AJubcGVQUsnvqQxK/oc4ffo0w4YNY9euXbY2ODs7O3JycrCzs6NDhw5Mnz4duVxOo0aNEIlENs2LLVu24OHhQWhoKM2bN2fy5MmMGjWKdu3aUVpaysWLF9m7d+9ziQrpdDo2bdrEyJEj6TFyEnt270KTm079WpG8PmIoIY1fwc/Pn+XLl9OoUSPb3c2bb75JcHAwUVFRtGjRgitXrpCfn49OpyMqKuqZducqlQqz2UytWrVo2LChLTgp0RoRi0SIf3cXKZOKUTq5oy3V4KyWU6r7rRVUqrRHJBEjUzkgUzugtHfC3cefTr8WBT/h3+zEsbOzo23btk85rY4YMYITJ05gb2/P3Llz8Yhsgtre0XphNxkxWwTSC8rwdlFSNTyYvLw8ooLdGdIqnEbhnrSr5UtZ/AkcnF2xt7Oz3VmLxSJ0Oh1SOyeqBXlSq14DAkMjKS7WcO1KNCcP7GDbtm00b96cGzducPHiRXYfOkH3fkNo2agucqkER7WcxMREqrUfzNLDcYjD26Fw8uTOXav3ikgk4pX27fD3cqPLK51tgl5PjmVhYSFGo5Gx4ycR8yAFO4UUncGMSiFFJhVzKyWfmzdv2ozlAHbv3s2d6DOcPnmcwhKttf253IBSJkFpKSf/wVWGtAqndQ0fetSvwpCWYcilYjp16oTBYGDDhg00adKEJlVUJKel4+DqhZ2TK8VlBpx0mbj5hVBQZsDF0Q6LSY/JoEOEiOKSMgrjzuCQdpohLcM4e+wgr7/+Om+88QYajYYZM2aQkpJC06ZN+eyzz9i2bVuF49i9e3c+/fRToqOjUSqVKBQKevfuzalTpzh79ixVq1b9t06tZ6LX659rOX9/f7Zv386SJUt45513GDBgwB9mJ58QFBTEhQsX6NOnzz8a4w8//GDzZHpepFIpnTt3pm7durY6uMqgpJLfUxmU/A9w4cIFBg4cyNatW2nevHmF15RKJffv30etVhMeHm7rPgF45513bPP2v+e9994DrGqiUqmUqKgobt26xe7du0lPT7cVx65fv57NmzeTmZnJypUr6dWrF15eXnz++eds2LCBlu1fYdzYMfTs2dM6r27Uk5VXzNzFK6hbvyFvvfUWCxYs4OLFizRo0ICUlBROnz7NJ598gkwmQ2HnwONCa8Hhs2qTkpOTcXFxITo6Gr1eT61atWjQoAE5jx8hFovQG626F4IgoDOaiAxwx2g00KVeFYwmC9m/ZhJKDGaMZRr0RZmIdMWoRHqUTu6MnfAB3bp1Y+PGjVgsFiZOnPgyD5uNZcuW2VopfxKw5CgAAOi3SURBVK9P8eRYlJWVER0dzeT33yek8SuUFefjYKdGqbYHkQidVktZUiy1atakpKQEkUiEn6sdLar5EBXiwf7dOwjx98JsERAEgTKdke0HT/AoLZPS/CzsZQK1A11pUjOEbm2aoM+6R3jV6giuIWy9mEi50pMBgwYjEkvw8HCvML5cjQ6PkFo4qmQ4qOV4ePsSm5hOud6EzmgmR6NlyhuDqVO7FvXq1aNZs2YUFBTw1ltvIRaL2bdvH6VaAycv32LrkYtcuJPMjUe5aA1mjCYzWVlZDBgwgEfZGnZFJ3E7X4KjZwBXD23i+++XcejUBZzVcgY0DcXL3YVHiYn4udrRMMyTqv4uJDy4j5ubGxcvXiQ8PJw6depQVFRE71Z1ubVjIS3qhFHFw55R7SLJvH4ALy9PFDIxIEYmk2HUlWOnlKPTFJJ96yQXz57m+PHjDBw4kPHjx7Nq1SoePHjAmjVrEIvFbN68mX79+jF+/PinMguvv/46+/btY/PmzQDs3buX7du34+5ecZ/+2xw+fBilUolOp3vu93Tp0oU7d+5QrVo16tSpw8KFC/9wGrZevXoAzJgx4x+N89y5cy+UJXnCo0ePcHJyQi6Xk5GRgZOT079eD1bJ/x0qg5J/mStXrtCnTx9++ukn2rRp88xllEolDx48QKVSVQhMnvTx/ycqlQpBEOjcuTNbt24F4OzZs/Tp0wd/f3+bU+c777zD4MGD8fX1Ze/evbz66qs8evSI+Ph4mjdvzv6t6yks/e2ObO+JS7j6h5KONyuO3OVOaj6vvfYaR48epaioCFdXV2rUqAFYxbpWHYtn95Ukfjr7gB2XH2EwVRTX+uWXXygrK6Nhw4bcunWL6OhoDAYDDaPq8su3n5KakUNOsZbsYi01qrjSuEYIZrMZPzc73uhYjV4Ng2jsL6M4IxEXZyeUSiV6bRk5WVlkZmXRqmVLDhw4gJub278yd/+E1q1bA9a71/88hk+mcL6ct4CNpx9QtW4TpEo7ykqKCHC3J9zPDZGpnFXffcV7772HXq+nY8eOvPPOO6xcuZJz584RExNDg+rBhPs4cfVeKr8cjabAIKNGnXrY2Ttw4uwFyvQmBAHUSilJ10/SbdwsriTkkqfRceZuBnEaJYaSAvbs2EphqVWgTas3YpGpCfZ0RCoRI5OIaRlVleK8bCxmI4IAbWr40rK6NxcuXEAqlXL9+nViYmL4/vvvcXR0ZOPGjSxas4lq1aojk0pIuHeHGzGxXL37CFNBGoIg4BZck+2XEkkvKONRdjGRPSbQd8Ic6jdqxs1LZxjfryVbNloN29LS0gBrPcKECROoVasWZWVl9OzZk44dO5KXl8e9e/fYuHEj4pJMvhzVjvt7vuPmsa2cO3uWUF93QrydMAsC9k6uSBQqysq1yPLuUpCXQ3R0NF26dOG1115j0aJFFJcbKCzVM3LkSJs8/dq1a1m6dCnDhw+3daKA1Zxv1KhRjBgxwmaCt2LFihc+Xz766CM2bNjwl8vNnj37KRl7wCaK9zzFo79HpVIxe/ZsLly4wMGDB6lfvz4XL158arnw8HCUSqVtquzvoNFoyMnJ+Vsmfo8ePaK4uJiTJ0/i5+eH2WzmyJEjpKSk/O3xVPLfQ6VOyb/Iw4cP6dGjB2vXrrWZcf0RTwKT8PBwIiIiSEhI+NM2O4DPP/+ct956i6VLl7Jo0SKqV69ucyCdO3duBUv0vn37MnjwYADK9SZ+2rGfxg3rc3D3Nrr3HUReYRFaQU6LGkF4OqsxmMwcvvkYX1frFNPdu3cRBIHHjx/j6e3DoRup2CtlKGUSBEHgUbaGuLQC6gZb2/xOnTrFnTt3EIvF7Ny5k759+9qCk2vXrjFmzBi+GtuFqKatWTjvK5rVq2JTmtRqtdYAzceJmR+8DQVafLx7Ixb7IBKBySzgpBTT0m4kC76Zx759+7hx4wYffvihrcj2ZVKzZk2GDx9OVFTUM4Of4cOHs3b/RVqV6qkT4kFWoQadTk9ucSkOaiUto6oxruFCBgzoh0QioaSkhH379rFhwwZbtmv+N9/gvekXPFsMxc3Vld5dOuLmqMZBambfz6v49I2+2NnZcenYXuRqR3z8g20dPCXFhUjcQ/jo+z2s+PoTTnu706xtFzDrKclKoU6n34StfH39MJYVMWVAc4KCgqhSpQrh4eGEhIRQUlLCxo0bbXP+w4cPZ9GiRdTs9gb1w33wdnMiT1NO+uNUkh/c5dWv5uPq6srF+zm42ClQyqXEpZVisZgRyVR0btOMunXrEnM2kg8++ABBsMrWe3p62rRbfvjhBzZu3Mjjx48ZPHgwq1ev5nZqPmb/hnyz9Twndqznp++tx7i0tJSMx6ms7FKDFfuvc+FOMnqNhvSY42gfXiQgIIC0tDQaNGjAitU/sDP6EY+ySxAJ4OOqpkeDIFatWkXNmjWZO3cua9eupU+fPhw9epSAgAD27dtHQkICt2/fZt++fVgslhdWDtZoNKxYsQKFQkFAQADt2rX7w2W3bdvGF198wSuvvMLs2bNtRb5lZWWAVTbg93L2z0tkZCTHjh1j8+bN9O/fn27duvH111/bdHx0Ot3fKor/PT/88AN2dna2upAX4dGjR9y7d8/2eNGiRRQUFDBp0qQ/lUCo5P8fVGZK/iUEQWDs2LF89NFHzy2A9mQqRy6XExYW9lzaI/7+/nz99dekpKRw9+5dcnJy+OGHH0hPT7eZtvn6+vLRRx9hMBi48SiXFUfvsiM6hbFzfuDOpWPkxRzm4v5fEEpzqRlpde2USyUIwJ2Ex4waNYp33nkHPz8/PvjgAwpK9ZjMFpQy67SSSCTCTiEjKcd6h2exWBg0aBCdO3emTZs2Nrt3ALPFgt7enze+3sTHK/djkTvQskkDW82JSCSyCUyBtVupV8taNAr3BH0pSYkJ3L52kTWfjWXF8mUYjUZWrFjB9OnTn5KyflmUlpaybds2m/X8E9Lzyzh8M5VaHQah9omgrCgPR7WcVrUCMZUVUpBfQNsafrzfszZRUVYF1mXLlnH58mVSU1MpLS2lefPmtGzZkocPHyKSKVBIxYx6tTfuTtb6ktrVI3F292Xl3OnUDXJn9fdLqVk3ylaPoyk3cPJOOk4+ISQWQ+tR07ly7jSiR6fRxB4gP/48JXoBg8mM3mjm4rVY8hJuMmLseCKr1yQnJ4cdO3bwwQcfYGdnx9ChQ22fz8PDA5FIxMY136PV66ke4ELzar70bdeQ1wb2IiQwAA8PD8oNJmRSMRZBIF+jxaQvRyS23u+4OShp3L4H169fx2w2s3DhQkaNGkVpaSnnz59n5MiRBIRXp1jqQVidpjgE1GDnhQfojRYMJjMZuNOk12jyCwo4cuQIV69epWHtasyfMorix/epHujB+CkzWLTzAg8Tk/Dx8aFly5Zcup9FYpYGT0clHk5Ksoq0HL9lzdJMmDABf39/Tpw4wfLly2ndujUhISHs27ePgQMHkp2dzddff41IJHph87ft27fTtm1bFi1aRP/+/f/Q9wWsUy6TJk2iffv2dOnShQEDBhAXF0dBQQF+fn7cvn37hbb9e0QiEYMHDyY+Ph6VSkWNGjVYt24dFouF3Nzcf1you3XrVts00ItgsVgqKOdu3LiRc+fOAdZ6pMLCwn80rkr+71MZlPxLrF+/npKSkheuc1Cr1Tx48AC5XE54ePgLi6J5eHgwevRoFi9eTN26dZHL5dy/fx+TyUSLdp05eTsdFzsFnk4qQgK86Tn6fb5buICYiydo3qxphXWJEBg3dgxBQUEsWbKEd999l927d2MntwYs5t/dReqMZjydrFNN06dPp7i4mO3bt7No0SLu379vczq9dD+b8/cyUcklVPH3of9b0/hx3xlMJpNNOv1JF82nn36KRqNh57YtvDeoHedPH6W0KI8AH09mLtpAcno2NWrUYOXKlQiCgLe39wvtq+fl0KFDaLXaCndxDzOL2XT+IfczikjJ1+EWEMHZmEQOR8dzMeY+CpmUvIfXmf1GNxpF1SU8PBypVMqbb74Jv+47k9mCm5sbRZpSSqUuzF21FYNFzNUbsbbtlOiM9OzUkl9++YWSkhJiY2MZO6w/FgRMZgv30oswmgWUchnG0mIeJycQ2KwnU6dNY87s2WTGXWTp7EkcPnaSo8dPcHzPz3QY+DohbQbT/LVpLP/lAGlpafTv39+mMGoRBFLzSsgolxFYswni8nx27dpNbrGWojI9haUGWtfww8fbC3d3d6r6OZOn0YEgYDLokKns8XC0ZnG0BjMu9gqmTp1KaGgo7733HnPnzsXLy4v1G39i5parZPt3xrvNSD76+TrVe75D5uNUFDIxSdkatCgJaNKL1cfiqdWgmdUZWWXHlAXreX3EUFo3rouXs5q0vFLupBagUqkoLCwk/nEhrvYKq8qrSISbg4LErBJMZgsikYgPPviApUuX0qlTJ27evElWVhY7duxg2LBhuLi4/O1zZePGjbRq1YpPPvmEKVOm/GnmrmvXrpw8eZKJEyeSkJBAo0aNaNu2LV999RVTp059KXUWTk5OLF68mAMHDvD999/TunVr4uPjbWqqf5fY2FheffXVF37fqVOncHJywmKxIAiCbXq4atWq1KtXj7179/6jcVXyf5/K6Zt/gdzcXD766CMOHz78t2y2nwQm4eHhhIeH8/Dhw7+cyrEIAoWlehQyCfZKq/JlWVkZMpnMqgp67RpNOvXl7NlzDOjZGQCpREzVyKrUqN+MxJjz1AgLJKtIi51CQpnOxPWLp0i4dYWUZOudzfvvv88nn3zCj+t/oEm7vly4l4VUIsJiAQeVjNqBbuTl5TFv3jw+//xz7O3tqVmzJsHBwUycOJH9+/dz/VEeno5WrRGw3klrzHJiYmK4ceMGLVq04JNPPmHYsGFoNBqbMNuY6Uuo0aAF7r8GPnklOk7fycDR0dFW5/JvsWXLFkJDQ5k5c6bNCfZcfCaOKhl2Cuu+dlSKKZU4kp6egUQiRiZX4uDkQlxyCi7OTvj4+GAymTBbLFy8l8X1R3lYBAFVUAPE0myOxaShkMuoEhjItYcZ+AWFIhFL8HBU8fbbw1g6cxItW7ZEoVDwau+u3EjK4+zdTFKy8rFYzBRlp5GjLcPL2xs3b3/i3HwZ0rcbQ9+ZyuqfdnDs0G6kEhme1Zvj7OyCp5MKk9nCmbhM/FztKS4uRq1WYzJbWHk0jisJ2eTIIgjp8S7VAr04tn09l49s48033yLC1xl/Nzu0Wi0ODg60ru5Lmc5Ecm4JmPQIZiP2Khl5Gi0WAdpX92DksWP8+OOPtn3asmVLLqbq8fTIQUAMghmj2YLSyZOUvFwCC8u5l/QYwaDF3dUZo9nC/usp+Pr6UqtBU9R2Dih+l6mzV0pJzi1BrVZTXFyMvUpGmc5kcxk2mS0of3U4Tk5OZvDgwaxbt85me/AySE5O5s6dO3h5eTFkyBCmTZv2p8s3b96chw8f2rpPpkyZwvjx47l58yZffPEF6enpZGRk4Ovr+4/HVr9+fS5dusSqVat47733cHFx4eDBg9jb25Ofn09+fj4FBQUUFhZSXFxMcXExGo2G0tJSysrKKC8vR6vV2lSatVotZ86coVOnTraW8D/j+vXrzJgxgzt37rBkyZIK06BKpZLIyEgcHBz+z9lqVPLyqQxK/gUmT57Ma6+99rfSm09Qq9U8fPiQsLAwIiIiePDgwR/+eOaX6NhzJZmCMmvRaq0AVzrU8bMFJQCevlWY/NnX7D4fx/FzV2jXvKFVnlwEXTu3Z/H10wxsHsqtlHwyCsoozHjEjiWf8u2K9SQVQxkagjwd6Nq1K/PmzSNp3DgC3OxIyS3BQSUjwtcFtUJKt8598fb2ZurUqbbxzZgxgzFjxqDX65/ZpfPkqaioKEaMGMGKFSsYMmQIq1evRq1W07NXL67cfUSNOlGANShxsZOTlKPBzs6uQu3My0aj0XDs2DFiYmIICwtjy5YtDBo0CE25ASf1b3fBEpkcQVdOj/bNsFgEXO0V/LDhAa/0GsDBnb+wZcsWRowYwfXEXC4+yMHTUWltG3YJQmFwwNvF+rn6dmrB4tUbuXFiN19P/4AAd3ukEjEffPABM2bMICTEWgxcP8SDGv4ubNy4Hju/ajg52hFZvy4Gs7XAtSQ/i/o9X+fCvRxqNGxJss4OpUqNwWDgfnohIaFaPJ1UiEUiUvJKKC0txd7enkv3s4l+mI3JbEEQTGAxkVmsp0PPAWz//ku6N46gfe3hgLU2wcvLC7VCSr8mwZRojSy8dYjDRzYQNa4/YrGYGgEuvNqnG3K5nN79BnD5QTaZhWU07foqWbc1mM1mEMwIAggIiEUiDBIVuRod+dmZuHr64OWkxEktJ1ejw9XLl4LsjF9riyy24FZrMOPlpMLOzg6NRkOzSG92XU7CaLYgFoko0xvpWNufvNxcOnXqxJQpU2y2AH+H3NxcVq5cyYkTJ3B1dWXt2rX89NNPtGvXjiNHjjyXn4xMJrMt37FjR2bMmMGOHTsoLCwkLCyMKlWq8ODBg5cSlABIJBIiIiLQ6/VkZWXRv39/tFotMpkMuVyOXC5HoVCgUChQqVSo1Wrs7Oxwd3fH3t4eJycnnJ2dcXJyIi0tjUOHDhEREYGnpycDBw5k+vTpT7X23rp1i88++4wrV67w8ccfs3PnThQKRYVl3nzzTVsGsZJKKoOSl8yxY8c4f/48d+7c+cfrepIxiYiIsBW//qd7pkUQ2Hs1mTK9ES8nFRZBICY5Dy9nJeXl5chkMsp0Rjade4DUyYfAwDIe5RUhuvGQGqH+eLuoadK8Pl+UlKBWSGkS4UV5eTmeHevQ+bX30LpEcvF+NmaLQKSvE/MXLCA8LAwfHx+kUikSiQSpVIpUKrUpPD5xU33CiBEjGD9+PDNnzqTL8IlEP8jB3VEJAuSX6mld3ce2bGFhIZGRkWzatAmw1uZ8u3Ijr3+5kc2HztO7Uyv8PF2s0wJ2CtRqta0w8N9g9+7dtG7dmuDgYLp06cKHH37IoEGDiPRzJi6tEA9Hq129wWRBMOrwc7XO1V+Ivo7E0ZNWfftw6GYqTVu2Qa/Xcz0hB1c7ue1iaq+UI1HaY7YISMTWGobGjRqyZdEMvn5/FFKJNRA9ffo0MpmMrKws7O3tbRoc8Uc2MuLLXzAgpbDMSHFRETEH16JwcCG/zIyXs4p76UWYDTrEKjXOzs48fvSApBwN7o5Kq1WBQkZZWRl+fn7cfJRLWUkJGq0BsyAgkigwmiy4unnQsc8QRo8eTZMmTYiIiECj0ZCVlUV+fj5ubm44quVkp6cgt2hpX9sfnU5HixYtiImJAbGE9cfvUGYElVyKyTkEqeI+YokYwSwgCBYsJiNiqZSy/CxKSz2wSOTUCKtCFXcH2/5xc3YiLSWJFlW9OROXiVgkwiIIOKnl1A12x8HBgZKSEsK8nRjUIozY5HxMZgu1A11xV0Hbtm0ZPHjwP2ofX758Oe+88w7Dhw9n/PjxDB06FJlMxsaNGzEYDPTu3fu5zSEjIyMZPtwa5Hl6ejJs2DA+++wzXF1dGTduHLdu3frDrr0XobCwkDp16ti6n06ePEmLFi2YPHkyx48fZ8+ePS8kV/+EjIwMZs+ezebNm1m6dCmBgYGMHDmSnj17MnfuXM6cOcPUqVP5+eefUalUf73CSv5/T2VNyUukvLyct956i+XLl780xUd7e3sePHiASCQiPDz8KYEwTbmBghI9znbWuw+xSISjWk784yLKy8uRy+XcSy+iVGvC21lNl6Y1cZUbuXf/Pt4qAwOahdK0cSMsFgs5OTkAdOjQAVe/MFp17YeXkwpPJxXezioeZBSjE1kvwkOHDmXAgAF069aNtm3b0rhxY9RqNY6OjjRs2BCwBhRPMiOjRo1i5cqVNI/0pmmEJyVaI2V6Iy2redMwzMP2eW7fvl1BZfJuWgHbLz+ifatmqJ3cOHT5LnFp+ZTrTbSq4YOdnd2/GpT88ssvtq6lVatWkZaWxokTJ2hVzQcfFzU5xTpyNFrMhRmItMXkl+jI05RzN6MUDzcX3J3tiX9cxPH4QmQyOemPU7H8Llnk4mhnvSAL1vock9lCaEgIfu4ONtfUefPmcfLkSZup2/Tp09m4cSN169bF3VHJgtdb42tKJXrfOqK3L6ZZrVAUagcSEhMQiURoDSbrBV8k4OHqhESuJDu3kKzCchzVciJ8nSgsLOT06dN8O+9zcgsKQSJDJJIgCBYMJhPZxVoG9upGVFQUzZo145dffiEpKYmYmBjc3d1Rq9XUqFGDAwcOYG9vT2JiIn5+fiQlJXHv3j2qVK3HvqOn8XJW46iW4+Nqh7G8GCwWRBKpNZ0vliAC7u5dQtrJtZiLHuPj7kyJ1kiORkvTSC+8PNwoLi6mYZgnQ1qG0yzSi851A3itdQT2ShmOjo6270gVd3t6NAikT+Ng/JwV9OrVi6ZNm/4jaXVBEPj2228BaN++PaGhoXh6eiIWiwkPD2fKlCksWbLkudcXHx9P06ZNuXPnDtnZ2SxatMgmXle7du2n6kry8/Ot2aUXGO/o0aNxdXUlLS2NxYsXY7FYaNu2LTKZjCVLljB58mRatmz5t7xnfH19WbFiBbm5udy9e5eQkBBmzZpFs2bNiIqKIjExkffee68yIKnkuakMSl4iX331FQ0bNqRLly4vdb329vY2tc3/DEwUMgkiMZh/d6UzmizYK6UcOXKEpKQk8jVlSCXWOVypREz/ru1RoeODt0Zi0FpbUhUKBadPn+abb74hOjqaJStWI0Jkm/sViaxTPYeOnUapVDL7y6/pPvp96vYZT5fXP2beohUMHjwYqVSKzmjmWGwa3x24zfdH4rjxKJevvvoKjUbDnt27aFndl4ldazK+S02aRXoj+Z0iZFpaWgWF0Av3snG1UxDo4UC/9g0xFGVy9swZhrYIJdjTETs7u3+t6yY3N5dLly7Rs2dPwPoD3KJFC8aPH4+dUsbgFmGMahfJyDZVKYo9gCL7BtX8XYi+eh1dYTa92zZCIZPi4agku7AEhYsXp3etp7jcYBMvQyIjK+4i6zfv4qcdB9l39BTZd84zdsQQ7ty5w6xZs5g2bRpubm589NFHiMViPvnkE4qKihg1ahSZmZlU8fVm+cKviajdkAnTv6Fut5HU7dCPuLh49EZrRkksU/w6neKKAj35mck0i/RicItwVHIpGo0GNzc3vn5vBN7e3ta2XrEEmUyBQVvGg4cJlGclcOTIEQoLCxkyZAgjRoxAp9NRWFjId999R2RkJFqtlrt37xIZGUlQUBDxCcmkaJV0HvkhuSVaSkp/m2pTmjQYClJRSq2y9obSIlKPrECX95jDuzbTr74v9YLdCfNxZEDTUBqFeeLn50dpaalNgK5ppDe1A91Q/WpL4OTk9MzpvPnz52Nvb/9UPcOLcu/ePVJSUnBzc2PBggXs37+fgoICdu/ezc6dOxGJRM9dRGqxWLh06RKbNm16Zl1U7dq1bR04WVlZtG3bFl9fX4YNG/bcDsEpKSmsW7eOyZMn27Rh/vPzv/HGG2zfvp0RI0bYfLVelOTkZBYsWMCtW7eYPXs2OTk5TJ069X9djr+S/3tUBiUvkZMnT9oKIV82TwITQRCIiIiw/fCq5FLqBXuQXVROidZAfokOk8XCiq8/RqvVolAo+GbmR+hNFlvgojOY6NG9OwpBT926dbFYLLi4uLBv3z4++ugjvvzySxrUsmpVWH798bP8+t6bl8/h5+fPzstJxCTlIxaJyCgoY/OFBExiOYIgcCwmjZjkfFzs5MilYo7FPial0ECbNm349NNPAWxdEb/HZDJRUlJSodjtSbspgJOdkhH9u1NenMcr7VrYposmTpyISCRiyZIlf8vO/Y84dfY8TV8ZwOXEQh5kFGG2CHzxxRfcu3ePbt26odVqcXNQ4u6oRKPR4O6gpHVVD87uXEfVEH/kst9mRw8cOICTswuXjuwk+9YJZFIxgkXg8v4fEetLUKtU6I0GHqck8ePqxUyZMgVBEJg5cyZt27blxo0bPHjwgKVLl5NVVEaZ3sTatWvx8vLCycWVTxZvonvnDvi5O+LlpKZ2/Sakxl2jRGuVeLdYzChEZgxGM7Uigrn681yaV/XGQSWzjXHMmDGkPLzLjSO/QHkRvu6OBHk70zjSD5m+iBGD++Pt7Y2rqyv29vb4+/sD4OzszNixY9m5cye5v9ZsODg4cOHyFXZfSyMmKZ+I8FDUTl7sO3cTs8Xaouzn483tbd+w4q3WLB3TjLMLRhF/4aBNifT9CW/RtqYvXaMCCfGySvf7+/v/aQ2Ri4vLM83pAgMDUSgULySJ/iycnJyYMGEC3bp1swm/TZo0ifDwcEQikW0a83m4du0abm5uBAcHP/P1WrVqcffuXTQaDTqdjpiYGLKzs4mLi2PVqlXPtY2goCAEQWDBggV/Goy1bNmSuXPnsnjx4hf6Dun1esaPH0/9+vXx8fHh4cOHTJ8+/aUVD1fy/z8qg5KXSE5Ozr/Wlgq/BSYWi4WwsDDbj3Or6j50bxCIp5OKSF9nNHeOc3j3Vk6cOMHx48c5sW8rpSm3yCvRkVOsRWsw07NREDeuRZOTk0PHjh3x8/Nj06ZNNGjQgKlTp+LrqqZeiLtVcbWonByNloZhnsReOUfNBs3ILi7H00mFQibB2U6B2SJQgh0iqZz7mcV4OqmQiMUoZFYPlpuP8mztwQkJCc/8fBcvXkQsFhMaGmp7rrqfC7kanW0qqMwIU958jfv37/PKK6/Qs2dP2rZti4ODAxMnTkQsFr+UwERnMHH5sQmZf21upxaw+0oyh2NSWbBwIW5ubkRHR+Pq6sr3338PWLVM3N3dGTt2LGZNFrXr1EVrMCEIArsOn0QnyJj13VrmfLuSb2dOwVv3CH9TMvfu3qLPyPEM7tOVMa/2ZuSI4cxZvYeyci2nTp0CoGHDhlSpUoWxkz9l480Spm68zHvrLrLuZDwtW7XGzskdsURi60YBiAwJQqFUoYs7ysh2Vbm37QuqK3Po3yyUeeN6oCvOscmpg3XqcenSpUybNo1XOzSkU8v6tKruS7NIb9xdHHl9cC8iQ6qgUqlIS0ujXr16NlfmMp2Rh5nFPM4vxSIIDB8+HJ1OR3KOhuJyA55OKtwdVVT1c6JEZ+RhRgEarZFhneqTn5mKi0pCtSBvqgT4VzgG77777lNTc8HBwX/qC+Pq6mp7vbS0lAcPHiAIAh06dODkyZN/6YD9e3Jzc5967km2bMuWLWzfvp1evXrx+eefExUVxcmTJ9mxYwcdO3Z8rvWvXr2a+Pj4pwwrn+Do6MjQoUOZNGkSgYGByOVySkpKmDdvHu+///4LTeP8FRqNhunTp7Ny5coXyiT9/PPPxMTEcP/+fT7//PN/1E5dSSVQGZS8VP4njKUcHBx48OABJpMJf39/SktLkYhF1AhwpX/TUFSaR8z+ZApfzV+EyC0Ys1MAk6d+ytcfjKFLpD1darrRKgAe37vJqVOnGD9+PCdPniQuLg6xWMyJEycAayajfS0/RrSJpEfDIEa2jaR1dR9SU1Np3KQpov9wgRWJALHk2QGBYH39SXvwu++++8zPduTIkacKBFvV8CHEy5EcjY4cjY5gL0c6RQXTu3dvjh07xuTJk0lLS0Oj0WAymbh169ZLkZy/n1GMRmdBJTLi5qDE21nF3ZR8jp+5xFdffUVOTg7jxo1j/PjxhIeHk5+fj1QqZdOmTcybM51ejYMwWwTOXb9LRpGeRnVrUi7IkVZpwKBxU+nVqxe9e/fGPbgmarkEo8mq2+CgkqPRGigq0zN27Fg8PT1ZuHAhhcUa5FU7orR3JjPlIfZKKafuZlIlqj3pKYmIRCKMpt/u0MsNJsKreLHuh9V4OqkwlJfibicl0MMBuVSCv78/b775JuHh4fj4+KDVasnLyyM2NpY5U8fTqU4AeqOZvBIdEb5OxJ3cQlxcHFevXkWpVNr0Lh5kFrHqWDx7riaz+XwCWy8k0rpte3Q6HaXlFb1bWjSohS43hbjTOxnXqTodG1VHLpezZ88eAA4ePFhh+aVLl+Lq6kpISAhNmjShX79+bNq06U8DiydBSWFhIS1btqRFixYEBQUxZcoUxGLxM7Mo/4nRaGTChAn4+vo+UwZ+1qxZrF+/Hr1eT9OmTenSpQs1a9Zk6tSpPH78uML0Y1paGqtWrWLt2rVPBTlP5AL+LLhYsGABZ8+eZc+ePTRu3Jjo6GjOnj1LWVkZhw4d+sP3FRQU8MEHH7B48WJ27dr1l4H61KlT6dSpEx06dAAgISGBZcuWPdMj6AmCIPDdd98xffr0/3F/oEr+e6kMSl4SOp2OkpIStm/f/q9vy9HRkXnz5lFYWEhoaKjNKycnJ4cuXbrQe/AoZGGtOB+XxYV72fg264dveC1qVg2jRmgAUXXr0LFjR4YPH86yZctwdHREq9XaFDefIBKJbNkXD0cVRqOR0tJSBvfpilohpbjcau+uN5oxWwRcpEbMBh1V/ZzJKdJiMlvQGUxodEbqhVh/tGbNmsWRI0eeaTYWHR1NSEhIhedUcin9moQwtmM1As2pfDV+IF7uLhw6dIhu3boB2NYlkUioVavWS9nHBaU6LGYTsl/Fr0QiETdv3kDt5Mobb7yBWCzm22+/JSkpiaSkJAwGAwsXLsRisTB69GgifV14u2sdTuzdglxfQNN61XC2U+DhqKRxl8HYOzrh7++Ph28gRy7fZfuJq9xIzKWk3IBIBNGXzpOQkMClS5dwdHRk+FuT0WiNVA0LpLCwCE1xMUqpBNxCKC7Mp011HwpK9WQXacksKCP7cTJl6fd4+PAhZ8+exWKxoFarWb58Oa6urjx+/JgaNWrQokULm7y5WCxm6NChaLVa6gW78/YrNZjUvTbZMceZ89l05s+fT0hoGGaLhQEDBlBYrLHaDahktoLo1LxSssrFSCQSMhLjEIt+M17UGUw0iKrHoc1rKCrIA6zTKjt27OCNN96gTp062NvbU7VqVby8vPj5558JDw8nPT2d6Ohozp07x5EjRwCYNGnSM4+bh4cHer2ezp0707ZtW7Kzszl8+DCNGzfm9OnTf1nvkZ+fT+fOnUlMTOT7779nyJAhTwUyOp2OOnXq0LdvXwICAhg4cCCLFi0iOjqa7OxsRowYYVv2xo0bvPnmm4wZM4bVq1dXWM8nn3yCk5MT2dnZfzgee3t7Nm7cyLhx4/D09GTAgAHcunULPz8/WybtWVy7do0FCxawb98+Zs2axauvvvqHLtqnTp1i//79zJ8/HwCDwUDHjh25du0afn5+vPbaa0911IG1I8xoNP6lhUYllbwQT9Lif/BXyXOSmpoqSKVSQSKRCDdv3vzXtzdmzBghICBACAgIEFxdXYXMzEzB399fCAsLE348fU9Ydui2sPH0fWHj6fvC8sN3hNo93hQmvT9VSMrWCIWlugrr0uv1gkgkEkaNGiVIpVKhSpUqwu3bt5/a5t69ewWpVCoIgiBkF5ULG07dE77ZHSMsPXRbuJOaLyxbtkxwcHAQdAaTcPxWmvDd/lvCiiN3hJikXMFisdjW4+DgIHz44YdPrd/V1VXw9vYWOnbsKHTr1k3o16+fMHToUKFNmzaCvb29IBaLhaZNmwrHjh0TBEEQwsLChKCgIKFWrVovc9cKgiAICZnFwpBZ64URn60QNp6+L6w5HidEvTpNGPLhAmHB3lhhw6l7QkqORti0aZMgkUiEkpIS21guX74sXLgZLyw9ECv0nbNNaDpukfDNruvCxtP3bfvMw8dfmDr7G2HW1qvCkHn7hObvLBGavbNU6DV7m3D8VpoQEhIitGnTRhAEQThw4IBg71FFGLLgkPDeugtC5ymrhCZvfCOMXnpSGDtviwAI7du3F7r1fVUIa9RecI9oIKjsnYSIiAihZs2aglgsFgBBrVYLEolEGDVqlKDVam2fddKkSYKvr6+QnJwseHh4CM7OzsK9e/eEJUuWCB4eHoJYLBZEYrFw6GqC8O2+WGHB3hjhaEyqYOfuJ0z+/oDtPNt4+r6w7NBtYfulRMHd3V2YPn26EJdWICw+cEuYvydGmPXjaaFB6y4CIACCk5OToFQqBUBwcHAQli1bJgiCIKxfv15QqVSCIAiCxWIR1q5dKzg6OgoODg5C3759hYULFwoikUj48ccfnzpux48fFwDhnXfeqXDOPQ+3bt0SgoODhQ8//FAwmUxCdna24OjoKBQUFFRYLjg4WEhISBAePHggAEJSUpIgCIKwdetWoW3btk+td/To0UJAQIBQUlLy1Gu7d+8WnJyc/nKsH3/8seDm5mbbd2vWrBHq1av31HIlJSXC5MmTBQ8PD+GHH34QLBaLkJycLADCW2+9Jej1+grLl5aWCiEhIcK+fftszy1btkx45ZVXbI/37t1rOz9+T8+ePYUVK1b86bgrqeQP+MO4ozIoeUlcu3ZNqFevntCuXTvB3t5eKC4u/le3V69ePaFLly6CXq8XwsLCBIlEIqjVaqGwsFD4dl+ssO5kvO1CsebobaHea7OF6RvPCAv2xgjf7I4RztxNt/0QLl++XFAqlYIgCEJubq7QuHFjQSQSCcOHDxeMRqNtm2+//bbg5+dne2yxWASt3iiYzNb1rFixQrC3t//LsU+cOFFwdnau8NyePXsEQGjatKnQpEkToX79+kKtWrWEyMhIQSwWCw0aNhJiEjOFQzdShWsJOcLKNesEsVgsXLt2TfDw8HjhC9BfYbZYhDEfzxeGz9koLNgbI4xbuEOo1X+KMH/XdWH9yXvC8kN3hIV7Y4TgyJpC9+7dBUEQhAkTJgg+Pj5CqdYgfLsvVlhx5K7wxfZrQouJ3wtdPvlJWHHkrrDowC1h4+n7glwuF774YbewaP8tYcWRu8LMzVeFATN/FOoNnSG4+YUKgJCSkiLojSahsFQnREU1EJqP+VwYvviE8NaK00KzCcuFFu+uEpyrVBUAQSwWCx5B1YUBHy0Tpq09IXy3L1aITcoTBEEQZs2aJQBC7969n3lh7NChg9CoUSNBEKwBatOmTQVAkEqlwrBhw4SCgkIhsEEHYeCnPwhrT8QL607GC3N33RRqtBso9Ju6XFh74rdzbf6eGOFcXIZQr149oWvXroIgCEJc/H2hScu2glgiFerWrSvExsYKaWlpwpw5cwQnJyfB29tbMJvNtvE8evRIAASjySRo9UbBbLEIWVlZQp8+fQRXV1fBwcFB8Pf3f+oGoKysTGjdurXQqVOnCut7Hnbu3Cm4u7sLP/30k+25Tz/9VHjzzTcFi8UiZGRk2J738/MT+vTpI/Tr10+QyWRCQECA0KRJE8HDw0P46aefBIPBIPj4+AgTJkwQzGazYDAYhOzs7Gdu94cffhB69eolmEymPx2fXq8XAgICbAG4Xq8XHBwcKgRMe/fuFapUqSIMHz5cyMnJEQRBEE6ePGkL+p4ENL//rkyaNEkYNmyY7XFpaang4+MjXL9+vcL2v/32W6FmzZq237WEhATB3d1dKCsr+9NxV1LJH/CHcUeleNpL4kk9yf79+wkMDKRhw4bEx8f/42r/PyI5OZl+/fohl8uJj4/HycmJIUOG4OzsTJBnIck5Jbg5WDVFLt2MQ2HnSLCfJ1KJGLNFIPphDqFeTvi52bF+/XoaNGgAgLu7O5cvX2br1q2MHj2a3bt3s2nTJrp3786VK1eoXr26bQwikQil/LdT6HmLTMeMGcPixYvx8/MjODiYsLAwduzYwYABA9i6detTy3/55Ves3n+ZgzcfY6dUcOORgZ93X2bE6NepV68e7u7uHDlyhFdeeeWf7tbfPotIhLI4iUhPFX0bh/DK7HcJbNwdTxereJ29SsajtMeUorYVuw4fPpylS5eSkqPBZBZQK6QoZHYE+riRnFVIYmYhkX6utI50xWAwEBkaTIpGwEUhJcTbkWCvhtzycWfp3qUAZOkV7Dx8F7NF4NVpS/j8veE0rhVBXFIpZqMRdDms/3kHAzs25r0PpnAwroRWzZvi5GCHwWTmaGwa3i5qBgwYwMyZM221BY+yNcQm5yMWQZ0gd5KTk2nWrBkAcrmcixcvIpfL+emnn6jVrCObr6RTo/MoHudmoTeZsVPI8HRS4l+tAakxZ8hr2hSxSIQgCDiq5dQJcqd69eqcO3eONm3acPbsWWo168hnaw9j5+JOisGREHcvPv30Uw4ePIidnZ3te6IzmLBz9cbeK4j52y4iVTvioJTRqY4/O3fuZPfu3YwaNYqWLa1+QC1atCA1NRW1Wk3v3r0JDAxk3bp1z/29s1gsfP7556xZs4ZDhw7ZvgcGg4EVK1Zw+vRp27ry8vJwc3Nj1apV5ObmolKp6NevH0qlEmdnZ2QyGc2bNwcgMzOTgwcPolKpmDt37lO1Zg8ePKBp06a2dnapVIper/9Dr5wHDx5gMBhISUkhMTGR0NBQ/Pz8yMzMxMXFhY8++oidO3eybt06mzOxxWKx/V9SUoK/vz+XL1+21VxdvHiRLVu2VDD+W7p0KS1atCAqKqrC9t99913u37+Pk5MTmZmZLFmyhNdffx21Wv1c+7mSSp6XypqSl4RWq0WpVCKVSrl69SopKSl/y3b8z7AIAsdi05j64yXC+n6EKrwlepMZqVRKq1atbPO+bWr4YqeQkV2sJbtYS0paGnKL1qYiKhGLECEio9Da2RATE8Prr79eYVsDBw6koKCATp060bNnT1q3bs2DBw9o0aLFH47veS4E3333HVFRUVSvXp0uXbogk8k4e/YspaWltov77zFbLDTsOhS/qE6cv3aLpBwNF2Lu4RLWgEb9J2KyCMyZM4ePP/74hW3m/4qysjLcHJQUPH5IemoSTZs2qfD65ctXqNaoHbdyzNxPL6ReVH0kEgmXLp4HkTU4k4jFdG5aB11eGme2LGPe+D4E+VovUEWpcYhEUFiqp1xvIiW7iD2bfqBVk/o4eFZh46FoHNVyPJ1UODg40Kr/WyybPo6Mh7E0rRnMyCEDeJCrJ/yVNxCFtcO5SlUOXbyFptzwq+eLiNS8UhITE212A3fSCth+KZH0gjJS80rZejGBMrE9NevW50FGEck5JZgtFpydnbly6x4HrqciFYsIDPDBIpJy/UEGZouAIIBcLuXasW0YEi/QNNKLjnWsImYOKhnh4eGkpqby+PFjtu0/zrApc/Hy9sHdXsnDjGJ2X0lCEATKy8ttKsU3HuXy/ZE41p+8R52BU7mflIGXk1V0a/eVZIrK9PTu3ZtmzZrRqVMnoqOjsbe3p379+nTr1g03NzfWrl373AFJaWkpAwcO5PDhw1y5csUWkID1XBaJRKhUKsaNG8fcuXNtRdhdu3ZlxIgRDBw4kMGDB3P8+HG6d+9Oz5492bRpEyKRiG7dupGSksLx48efWci6ffv2p/R1/iggSUxMpF27dixYsICxY8favicqlcpWT7V9+3b27NljC0KefIYnXWIzZsxg48aNrFmzhnHjxjF27FhatWpVQX22qKiI+fPnM3v27KfGIBKJrMq8wPjx49m4cSPvvPPOc+3nSip5ESqDkpeEv78/jx8/BqxtgwcPHmTr1q0vpO74VxyLfcymsw/JyitGLJUTk2Xih+PxAPTv358HDx4A4GynYGS7SPo3CaF/kxDuHt6Av493hSyGgFWa+9ixY5hMpgqW9U+Qy+Vs27aN6OhoHj58iEajqdBZ8ISMjAyOHj3KqVOn/rCToLy8nObNm/P+++8zc+ZM7t69y5o1azh16hSPHj3Czs6ODRs2PPW+s3GZnInPwtvXF43ewqPsYvJzc/H2cCchq5jLD7Lp27cvYrGYnTt3/q39+keUl5djZ2fHxIkTCfJ2wcfDlYISHRZBIDEtE4vKncatO5CYpWH3lWRO3U4nKCiIY3u24mKnJKdYi85gIk+jxVEp4eapvYSHhXHhwgUGDRrEh5PeYUiLMII9HZBLRfy8ZA5yi5axM7+nTuehxMfHI/s1kLRTyqharQaeVRsz7LURRNWMRCmXYjLocK5SDTu1Ck83F/Ly8ol7XGD1rkFAJZeQnJyMQqFAEATOx2fhYm/1knG2U+CkVuBSrSVFzjXZey2Z7ZcT+fHMQ3z8A7mfUYREDEq5lCAvFxRKJamPM8kv0XE3IZUrR7bRpnVrPvvwXV7t2Ah9TqJNxCw+Pp7g4GASEhJQe4chl0pQK6SIxSLcHZVkFZWTX6K3mfplF5Vz4nY6TnZyZFIxEomY3DIjeqMZtUKKyWIhJbcEgHHjxrFw4UIePHhgu8jWq1ePjRs3PrcBZmZmJs2bN8fJyYlTp0491covlUrp168f27ZtY/ny5Xz44YcVXi8pKWHo0KFs2LCBrKwsVq1axeeff87777+PxWJh27ZtlJWVcf369afGpNfr+eSTTyo8d/HixT8c6xM1588//5zg4GDWr1+PVqtFpVKh1WopKysjIyPjmcZ4O3fu5O233+bTTz9l2LBhlJaWcvDgQfbv34/ZbGbDhg227+yCBQvo0aMHVatWfeb+unz5Mi1atGD37t107tzZplNTSSUvk8qg5CURGBhISkqK7XG7du344osvmDRpEpcuXXop2zhxKx2VXEJ5SRFiwYSrvZwbj/Io0RoZPHgwOp3Opvwqk4gJ8nTARWEhM/EO7RrXJqtIS0Gpnsyicryd1QR7ObJ06VIiIiKQSq0XE43WQJ5GZxNNA6tORkZGBh4eHvTr14+AgACcnJyQy+VWZU0/P7p168aePXvQ6/V069atQtbi9OnTeHp68uDBA2JjY20Car+nXr16T03d6I1mbiblUcXdHg83V2QKNcX5eagdXXBzc8XX1Y47qQWIRCJmz57NgAEDWLNmzUsTUCsrK8NkMnHx4kXmz5vLgGYh+LvZk6fRcf7ydUS6IgL9vBAEcHNUEpOcT7PW7bl08TyDmodSN9gNqUSMRZPJtQMbmbViK53f/ooMkRfzFi2npKSENcu+pUfDINbNfBNB4cjgCTPI0WgJrB6FTuJga/MVBAGjyYRYIkUi+e1rm55TCIIFB5WMQD9vpHIFqY8zSM0rxUktJ9TLkYSEBJvMd7nehPx379dqy3D0i8DfxxMvJzVeTmryNFr8azcnJzPTZpbo7awi2MOB0tIS9Ho9m7//mvoNG/PG7JXsuxhHUGgETZo0oWPHjhQXF3Py5MnfpgCe1aEtWJ/U6XQ4ODiQll+KCOt5KxKJkMuk6PR6SrRG2yqkv2ZAunTpQs+ePTl06BDLly9n+vTpfPzxx7Zs0PMwe/Zs2rRpw5o1a54yiHvCwIEDnzmdWF5eTs+ePcnPz2f8+PHs3LmTgwcPMmvWLDZv3oxYLEalUv1h5kOj0dj+79y5M0ajkaZNm/7hWENCQjh//jxvvvkmK1eupHHjxmzevBmlUolWqyUrKwsnJ6dnBmQHDx60fTdDQ0P55ptvCA8Ptwm2GY1G3n//fZuJ4GefffbMMTwxBZwwYQJms5ni4mIWLlz4UsUKK6kEKoOSl4anp6fN5vsJ06ZNo0uXLrRv3568vLx/vA2DyYxYLEajKUapVCIWi7EIVnVMtVptS1//nnXr1mGnVjOiU116NAikur8Lr9QNYGCzUGQSMWfOnGHAgAGYzBYOXk9h1dF4Npy+z7oT98jTVGzbrVq1KiKRiN69ezNr1iz27NlDWloaZrMZo9FISUkJly5d4uTJk1SvXp3y8nLefvtt2rVrR8eOHcnMzKzga/N7WrRoQXR0NL/88ovtObNFwCIIKGUSQr2drGl+sRgXNw98XdWo5VIUv6qmLliwAAcHBxYuXEifPn3IyMj4x/tbpVIxZ84cPDw86Ny5M672Svo1DWFYY28e3jiDd2Ao1x5kcCcljxuJuZTqjfTq25/Hjx+jlktoX8ufoS1CmDPxNVr2fwu1uz/2Shnp+WXsu5HBxPc+YM6cOQwcOJCb8Y/oN3wsVTydcFDJaRVVDcRiLt1+SJnOSFaRFjuxkaLkWzZFVABNqfV8c1LLqVHFFX93e/Jzc6ju70hG9F6qRoSxaNEiNBoNIpGISD9n8kp+E6M7ffEaJl0ZdsrfLugOKjlu/uGk37+OSCyiqEyP0WyhevWq5MRf5tuJffAOq03bPiMoLjNwJ7Oc0TOWcez4Ce7cuYOzszO5ubns2rWL5cuXU6uKKwajmXK9CbPFQq5Gh4+LGjcHBXq9HkdHR9RyKU8ub852clQKOSaLNaOXX6JDrZAS7GVVCZVIJHz++eds2rSJgwcP4u/v/0JWA1lZWWzZsoVPPvnkTzVtQkNDbQZ2v+fcuXPcvXuXq1evYjRag6aff/6Zzz77jLZt2/7l9u/cucOgQYNo1KgRhw8ftt0Q/BkikYi4uDgGDx7MO++8w7Jly2yZkpCQEFxdXTl//rxt+SlTpnDw4EEyMzNp2LAhy5Yts023KBQKjEYjarWaV155hcWLF/PKK68wb948AgMDn9r2k5uq8+fP4+DggI+PDyaTia+//ppHjx795dgrqeRFqAxKXhIikYgqVaqQmppa4fm9e/fi6elJw4YN/3HNQ8MwD0p0RsrLdajtHSgs1VPFwwEXe+udXv369W06Dk/YtWsXNWvWRCoRU83fhY51/Kkd6IZCJiExMZHi4mImTZpEbHI+t9MK8HBS4umkotxgYv/15Ap3QsnJyQwYMIAlS5YwadIkunTpgr+/f4U5/MaNG5OYmEhhYSGOjo788MMPbNq0iV27dv3pj29RUREqlYqhQ4cyefJkANQKKYHuDuSV6PF0UlE32BOL2US1Ku64O6jQaI00ifCyTQOdPHmSmzdvolKp6NOnzz/a1wA1atTg/v37TJkypcLzbdq0QSSSkF2g4U7MDW5ei+bGjRscOXOZQX16YrFYbFNJAwYMQO0eQOv2HXG1VyKViHGxV1BuMNGmaz/0ej3btm2jV78BuLq42C6SKoUMiS6fR3E3cVDJaVnNmxBFMUZNDp3rBFCuN5FdVI5ek4s+L4XCUgMGo5moOrXIvnOegc0jmf/15zRs2JCbN29iMBjYu3cvbWv44udqR3ZRORu3H+BRUjIiYMf+3wSyynRGIqp4kZeRyqvNw/B2VmM0Wagb7I4s9w5muRO9+r+Kl7MaO6UMb2c1eRodgVXr2i5qAwcO5LPPPmP8+PFMfGM43RtUQSoRU1hmoKqfM70aBSESiTAYDDg7OxPi7YSLnYKM/BLuPUzCWFqAJjvl14DUkUHNw1Arnn3+ODs727R6nodFixYxdOjQvxQ6PHny5DMdejt37kxOTg75+fnodL8FeM9rMbFt2zaysrL+UGvlWWi1WrZv386wYcPo3LkzBQUF3LlzB61Wi0gkYvTo0RVuSI4ePUqPHj3o3Lkz9+/f5969e7bvhFwux2g04uHhgbe3t82f5lnaQQBXr16lT58+NG/enLKyMuRyOZs3byYsLIzMzMzn/gyVVPI8VAYlL5HAwECSk5MrPCcWi7l27RrZ2dk219e/S7+mITQJ80SQKVE5uBDk4cC4TtUR/3oh69evH/fu3avwnpiYmD/c7oIFC2xeJvfSi3BSyW3rclLLyS/Ro/k1fQ7WDqPnuRP09fW1ZVBiY2NtLrt/RlxcHA0aNGDTpk0sXryYNm3aYDKZeKVeFaq42ZOj0eJkp+TxtSMEu6txtVfQu1EQjpQybtw4pkyZQoMGDVAoFFy7do0rV64813b/DBcXFxQKhS1IAhg7diyJiYl8+NE0mkXVpEGTZjRo0oyoqHq0aliLw8dPUq1aNebPn8/BgwfZt28fc+fOte3X3zNr9mzq1KnDZ599xraNa9CWl1tN+rC6BUeEhnFj3zqGtgqnaaQ3sTevU15eTr1QT97tGcWnr7Vn69wJxB9cQ4i7EgeVnMexp0m7epCFK9Zz51EmP2/eQt26dWnWrBmffvopdkoZjXzFfD/rXQoL8unZtTN1a1Yn36Qm+s4jsoq0qBRSerWqh16vZ8PKxTT0lfBW5xp0rBNAaVE+7Tt3Qams6PpqMBro1rM3cXFxuLu74+vry4wZMzh9+jSHDx/mleb16FbDmfe616Zb/UDsf83MaLVaFi9eTICvN5MGtWPD+vWcvnGf/CINmTdOsOjdfnSs6W3rJHsWzs7OFBYWPvdxzczMpEqVKn/4ekFBAVOnTuX9999n5MiRz73e5yUoKIgGDRq80Pm5b98+6tevj7+/PxKJhHHjxpGSkmITdhs2bBi7du2ipMRad/PE8mDSpEksX76cN954wzad9CQoCQ4O5u7du7bs5eXLl5+57YkTJ7Jz504SEhJ4++232b59O66urvj4+FQGJZW8dCqDkpdIUFBQhbqSJ7i7u3PixAkOHjzI119//bfXr5RJGdLUn8sr3mPBiGbMGFgfL2c1iYmJjB49mo8/tprwff7554DVu0Oj0TBmzJhnrm///v107twZAEeVDMPvZMotgoBIJLL5qWg0GvR6/VMOyGaLgO5Xj5ff8+TH6o98Pf6TlJQUqlatyuDBg7l58ybXr1/Hx8eHU8cO0b9ZCG93rsmEbrVIPruFNiEqXm0RRoSvM23btiU0NJS5c+fa1nX+/HkaN278h1NFz0u3bt1stvQAP/30E2vWrGHbtm1UC/bF00lFVLA7taq4EhXiibebC80bN+Dbb78lOjqagQMH0q9fP/q+0ga5VEKJ1qqAW6o1kp+bQ+ylk2zatImZM2dir5Kz4IMRnD1/iZzicgrL9Izu1RJNTirTpk1j2rRprFixgoEDB7L/5EW+2XKOWRuOsfxALB5+VZg6qifOJQ9YtWAOYz9fg9mnDtsvP+KHE/fIL9Exf/587ty5w4oVK4iMjMS3RhNGDR1IZLA/LaMisTMWcPnSBTrU8mFEm0i+mPkJUqmUL7/8kuDgYORyOUFBQaSlpfH6kL6I+G0KKSsnj61btqAryiI5ORml8rcAolWrVjx+/BiFQkFQUFAFafQnRnM1atTgzbfeYuo3axg+YgTjXu3Cm8P68cbHc8kut3bA5OTk/OFxcnFxeaFMyYQJE1i8eLFt6iUnJ4edO3cyefJkm89QYWEht2/fpmvXri9yyvwlgiCQkJBgCx6el3v37lG7dm3b49GjR9tqSgC8vLxo27atrQbG3d2d1q1bExkZyc8//8zYsWNt730yfVOrVi1SUlIIDAxEJBLx008/PXO6CqzBY//+/Zk5c6atS6kyKKnk36AyKHmJZGdn/+EURdOmTVm4cCEff/wxJ0+e/NvbOHDgADKxgL60kFGjRuHu7k5YWBhHjhxhyJAhfPnll8yYMYMlS5awZs0aHB0dn5mmLi0tJS0tjQ8++ACAhmGemC0W8kt0FJcbyC7S0jDUHeWvQcnRo0eRy+UV3D/jHxey8uhdlh66y49nHpBT/Jsc9+zZs5FIJIwZM8Y2bWUyW7ifXsjpOxnEPy7EaP4tCMrLy7P92NWqVYv09HQKCgro1asXCoWCju1as3XzL4hEItsF6t133yU1NZUzZ85gMJnJKiynTGfEy8uLlStXsnjxYvLz8//2vg4JCaGgoIDi4mLi4+MZOXIk77//Pr169SIqxAO1QopGa0RnNFNYqqdFNW+UcimdO3dGpVIhCAK//PILdkoZ/ZqG2Nq0lXIJu5fNoFmbjtzIk7Hk4G0Cm/QgMDSCQxsW8PU7AxAnn8dNVIJIJGLBggWsXbsWo9HIuAmTuF+iws7eAV9Xe8RiMWOmL+Fxdj49evSg5+j3CYuo/mvRqgq90cyJ2+k0btwYFxcXxo0bx1tvvUW/V4dhr/6twHNg7+6Y9Fq+/Gg8Z04eY+vWrezdu9cWOGzevJnWrVsjEokoK8imc70ASnUmYu49YvPeozg52LF882EEmVW3QgAeZBSx9WIix+8Vsu/UZQYMHEi3bt2YOnUqAN9++y0ODg4cPXqUqR/PQOXmj6+bA2KRCLlUQnZ6Ki7BVtsAHx8f7ty588zj9KLTN/Xr1yc8PJzu3bsTGRlJREQEa9aswcPDg4ULF5KXl8eqVatsxZ0vC0EQmDRpEjdu3ODLL798ofd26tSJo0eP2h67ubkxYsSICgHg6NGjWbduHWAN1PLy8vjpp59o27ZthU4ZhUKByWSicePG5OfnExQUZAu8u3Xr9szi1blz55KSkmKrF4LKoKSSf4dK8bSXRHx8PJcvX65QqPmfvPvuu1y4cIGuXbuSnJz8wo7CGRkZfP311+j1eiIiImy+FFOnTq2wLolEwrvvvouvr6/N1+Q/WbZsGfb29rZsgreLmiEtw4lJzqdMb6S6nwsRfs625U+ePFkhuMkqKufA9VSc7OR4KmVotEa2X3rE6x2qIpdK2L17N2+//TZr1qzhnXfeYemy5ey9mkxCVjEyqdWALtDDnv5NQxCLRJSXl9O6dWvb+h0dHbG3t2fWrFk4ODiwevVqRo8ejcVisfkLLVmyhPXr11NsUbD5SBwmiwWRAI0jvGhWuzaDBg3i448/ZuXKlS+0n58gFoupWbMmFy5cYOjQoTRq1IhvvvkGsE5vDW8dwf2MIsr0JoI9HfBztbO918/Pj+LiYl599VUUCoW1G0OhQKVSE5udRUrSI4Z8uJBSrRGLRcA+ojlurs4MrhnK1Ytn+ejjT5n87gQaN27MhQsXEIvFVKtWjbmLV9Fu6LvYKaQUlelRyaUoFCrGTJjCirnTad6xJ852v3V9uNjJScktQRAE6tWrZxO+2n8thQcZRXj8qgNSrDMzqFtbPhndg3179zJo0CBqNGzB0oO3ySwqp6pfTZas6M7+/fsZOnQoSUlJqDKvsmfLSarWa0T3zu1JyCohMbsUidKBcqkzu64k4fDrNM3uqxqmzP6WDu3bM2bMGM6cOUN+fr6tZuP/Y++8w6Mo1z58b81uek8gJKSQBgFCJxCaEHoTkCJSlCJdBQQVFQVRQRCQXqX33pHeQ68hJCGFkE76Jptk23x/LKzGhKZ4znfOyX1de0FmZ96dnd2deeZ5n+f3E4vBYNBz6VI4jRo1RCKREBQUxJG92wGjEFjt2rU5cOBAmWzd607fgLGu5OzZs4SGhhIUFPTKrcR/h6KiIg4dOoSlpSUHDx6kS5cuWFlZvVKha4MGDcjIyODq1avIZDJq167NkiVLShXq+vv7k5qail6v59ixYwwcOJAPP/yQ+fPnlxpLoVCg0+lo3dponOjm5oZer6du3brcuHGD7du307t371LbPPPe2bZtG6NGjcLb2xuxWFwqe1NBBW+CiqDkDTFz5kzGjh37UoXDLVu2EBgYSL169Xj8+PFLhZ6eGb0tX76c+Ph4nJycGDBgAD/99NNzC/UmTZqESqXiu+++Y8CAAeWus2nTpjJtiC625rQLLn//b968iZ+fn+nvmNQ8xCJMmRQbczkZeUWk5qjJS40nOzubqVOnUrt2bYYPH86gkZ8Qm25sRRY9Vf9MzCwgIaMAgyodQRBK6Szo9AYUCiVJmfmM7PsBffsPRCmXMGXKFGbOnMmiRYto27YtPfv0Y/mxSCwVMhQyCXqDgQsP0nB3sGDatGkEBgYybNiwUsJYr8OgQYN4++23sbKy4vTp06Wes1DIqOvtVO526enpJkdnrVZreuh0OnJzc3Gr3RIrS0ssFFKi43PRqFUoKrlibW5Gk+ZvUS/Qk6+G9+L8+fPkF2kRBBg5chTfzF6ERfUwBKkcsViCRCzGXC5GoSlBKpXiaK0gX63BSmkMTNQlOhytFIhEIlQqFfHx8ezcuZM27TuTU1hCRl4RgiDgbKOke5swNvwUSHx8PD8vWsG0HTco0eiRy8Qcv5PE6esPyM7JwcvT09hSamZFj49n0a5lCCKRCAszGRl5RShdvFHJnLC3MDMp/sokYi5GpzFi0CAaN25MSEgIOTk5rFy5EoDignwOb/uVJyUyAqrXwEyhpEhr4PCmpQx6J4lr165hMBjo3LkzCxYsKFVU2qhRI0aOHGkq2nZyKv8z+SM1a9Z8Y+aN5fHkyROWL1/OpEmTTK3K5ubmPHjwgMOHD7NgwQJGjx6NWq1GIpFgYWGBubk55ubmvPXWW2UCaYlEQs+ePWnYsCFOTk6kpKSUCWbS0tKwtLRk0aJFODk5odPp0Ol0ZerAnmVKbG1tEYlETJkyBblczo4dO/D29qZPnz6EhYVhZ2dn2sbW1haDwYCnp6fJITolJQVbW9t/5gBW8D9LxfTNG0AQBLZu3crIkSNfuq5YLObq1avk5+e/0F3z0KFDhISEYG5uzrRp06hTpw4RERFkZGSwdu1aJEprwmPSufowg9zCkjLbT58+nbp165YrKJaVlcW9e/dKuZm+jLi4OBo2bGj6WyYpv5VSKhYzbdo0vL29cXBwYMiQIfj7+zP6owmAyHRnJxKJEAGqIg1nzpzB3NwcsVhMnlrDjktx/Lz/Dn49JxOtd2PPlXiWHbtPVEoeP/zwA1999ZWpmyQtpwiDQTAFRxKxGKlExKMnKmxtbfnhhx8YPXr0X+58GjJkiOlE/zzdiT9z69YtCgoKuHv3Lnfu3CEyMpI7EQ/YfuIqS/deYPOhsxQVlVBSUoxOL1Cs1aPXalAqFAiCsb7n7sNkXCu7s/tKAiuPR7L6xAMcardFbzCQnqMiPS2dpEdxJCYmEhWfzPpVyykuLqZ59UqUaA1k5BWRkVdEYbGWxOvHcXBw4MqVKxQVFdGnTx8cbS2Z+0k/NA/P0btxVd5r4Ye1Uk5xcTE9evTgzP00ikr0KKUG0lMe8yj6HlGJabR9532io6ORSCQ0b9GKuvXqlLpbl4hFSORKDCIJMunvpxeZVEyRRo8gCKY7eoDAwEDg6VROUTLZD68jlsqMxbYNPanu6cKBAwdwcXEBjNOgY8aM4ZNPPjGN/c4773D16lWys7Px9/fn008/fePqvq/Lb7/9xrfffkunTp3Iy8sDjO35U6ZMoWnTphw9ehSVSoVOp0OlUhEXF8fly5fZv38/R48e5cKFC2XG/PDDD3FycuLw4cPlZleUSqOT944dO/jxxx9ZvHgxo0aNKtP2rFAoSE9Px93dHalUiq2tLb/99huenp6mzOqfpz23b9/OihUrcHd3Z+DAgWzevJmHDx+SmJjI8ePH39Rhq6CCiqDkTfCsLfCZXPPLsLa25syZM5w6dYqvvvrKtDwmJobevXtjaWlJly5d0Ol0bN++HbVazc6dO02+M3Hpeaw5FcWFyDTO3k9l7akoUnPUZV5nx44dxMTEcOzYMcDYVfD222+bijcHDhxI69atiYyMfOk+Z2Vl0aZNG9PfAW52SJ5qWJRo9WTkFeFgpcDVzpyjR4+W6lrYv38/kbeuEBcbi/7pxcLwVKrcyUbJtWvXcHR0xCAI7A6PJymzALEIZObWaJBhJpNgrZRz9NZjijU6PvjgAwRBQC6XY24mxfDMXfIpBgNYKY13pwMHDkQikZTRb3lV5HI5c+fOZeHCha8sFPXtt9/i4+ODvb09AMVaPZvPxXA2IpWEDBUPciTYV/Hhxq07aPV6xIKAVGGBjZU5FgopBcVakuMi8WvSkfgMFc42SpxsFKTlFeMW3JogL1feCm1Io0aNad2sER1bNmTUx0Yl0UeRtxjUyo8QXydirx5jxoiuzJgynq5duzJgwAC8vb3RaDRs3LgRW1sbpn85Cc9KDvhWq8ann35KQkICxcXFLFq+ioexMVy5cpX0tHQEqQK5uQ11uwzhZkI2PXr25MHtqyhkEgqedmjp9AY0OgPFmY8w1+XxJL/E1C6bmV9CDfffW57NzMyQSCTcv38fMNZM3Ltzi8wHlxjTsRaDWvrjX9kWMBZxnjlzBoALFy5QvXp15s2bR5cuXUzBh5eXF19++SW+vr7cvXvXVMT6ryA/P5/+/fszYcIE07IbN27w9ddf4+vrS2hoKJ9++infffcdjx8/pnHj3+0KRCIRZmZm2NnZUaVKFQICApgyZQrffvstAAMGDOD27duAsSA3ICCAevXqlbsfDRo04P79+5w9e5agoCB2795Np06dyqynUCjQ6/Xk5ORgb29Po0aNaNCgAe+99x4ikYg7d+5QrVq1Utvs37+fUaNGMWTIEHr27Em9evVwdXVl2rRpjBw5kl9//dUUfL0IvV5PeHg406ZNY/jw4RXiaxWUoSIoeQPk5+eXKgB9FerWrcuyZcuYMWMG7733Hm5ubvj5+XH58mU+++wzCgsLTfoAf0QQBE7cScFSIcPZRomzjRKJRMzZ+2XFwry8vHjrrbcYMmQIb7/9Nk5OTly+fJkNGzaY7qiSkpKoUaMGgYGB7Nu3r9x9TUxMRK/Xl6r5sLUwo09oNSrbW6A3CNSqak+vEG/OnT1DYWEhEyZMoEij41b8Ex6pFfTo25+D634hI1dNRl4RT/KLaOjrTGU7cyIjI6latSqZ+cVkFRTjYK0gv0iDGAG9TktGXhFmMgkGQSBLVYK7uztgTJG72irxcrYmNVdNnlpDRl4R1uYy/CobU89isZhFixYxZcqU1xLY+iP9+/cnKyurjAbM8zh27FipjqeY1FyyC0twsVVia2GGq60Sb/+aXD+2DZWqALRqBL0OJ2slT/KKkUnFxIQfpZJfsGnqRSQyyrNbOlZClZ+LbyUb6vk44W5nxtHDh1iyYB7e3t50796dLyeN56063mxcMpve731AZEIaK1etxsbGBq1Wi0EAn3qtGPLtMradjeTQyfPUq1ePlStXYjAYOHbsGHJ1Ok5OzjRu0pTAWvUQK6yQm8lxc7Di5L0UOr77IY8TE+gU7IZUIiIjr4hctYYWNSpRkpOKtSYdX1drMvKLycgvppqrNc0DK5U6TgqFgujoaHQ6nWl6skaNGuUKmvn7+5vEwSIiIrCzs+PYsWPUqVMHjUaDRqOhbt26XLlyhePHj5eaanwVCgsLX+sCefjwYQ4cOMCjR48IDQ2lqKiIjRs3moKkmzdv0qBBAxYuXMj777/P5cuXuXDhArVq1TKZHz6PQYMGERMTw/nz59m5c6fpxqV+/fqcO3eOGTNmvHT/rKysGDp0KI0aNWL+/PmlgrRn/9fr9TRu3Jjr168TEhKCRCLh4sWL5U5rubq68u233xIYGGjywAHo3K0HX0ybyd79B/Hw8MDHx4eRI0dy8eJF0+s8evSIFStW8M477+Dk5MSHH36ISqXi1KlT5WaEKvjfRvSSH2JFGPsKxMTE0LFjR5PE++vQoUMHjhw5woABA/juu+9eqJ8AxrvRuQfu4mKjMJ28dXoDBcVaxnYsezJJSUnBzc0NZ2dn5s+fT9++fcusExERwZgxYzh79iz29vaMHz+eyZMnm+pdli5dysSJEykoKHjp+wkLCyMtLY0r12+y6WwM2YUaZBIRxVodK36aSsNqTnw3ax62FnKT9oSnpyft27fnu1nzWHMqCmcbBSk5ak5dvoNWU0LzRnXwcrbmSX4xw8MCsTaXI5VKOXHiBC1atECj03M/KZeEjHycrZXU8nQw6WA849kUTnmmf6/Czp07mTFjBteuXXthHdCxY8do3749hYWFps6Iiw/SCI9ONxWVAhw4fpbDq35ElRqLSCzBzNKGQ6cu4+Bgh4+rNdbmCr5edRiXym5YmBnfS4lWz8rVa3BxsCYguDEx8Y9IzVSBTs1X73egebAvtk/l/0d9PgPXWq3gaf2Ou6Ml1/auYNOG9aw8cIm7j3KwMZdRojOgNxh4r7kfRbkZeHp64uLiwsmTJ7n+RMKpeymkPMmlpEhN6/oBVHW2etoCDuO61sXFxQUzhYISvYjC/FyK1UZV47Zt23L06FEKio0Xpj9/HmC80L3//vuUlJRw7tw5oqOjOXr0aKlMwp/ZtGmTyacpISGBOnXqYGZmxt27d8nNzcXc3JyxY8dSu3Ztvv7661f+fFu3bo0gCCxbtqxcD5k/89Zbb5GYmEhBQQHp6enMnTuXRYsWsWHDBho2bIi9vT1RUVGl6r50Oh3e3t7s2bOnjAuvwWDg448/ZsSIEVSvXp2VK1eycOFCYmJi0Gg0FBQUYGZmZvrNv2oAde/ePSZMmMCjR4+YM2cOHTt2pHnz5iQnJxMfH8/QoUNZtWqVqU7njwHhuXPnSElJoaioiDp16tC0aVM+/vhjli9fztatW1FUDuRSVDoCxmm7qooCeoQ1pUGDBuTn5xMbG4uHhwcFBQW0bduW1m3aElC3CXYODlRxsGDxL/OIiooy1RVV8D/Fc6WUKzIlb4C/kil5xt69e5HJZCZ9hJchEYtwszcnT60xLcstLMHT2arc9TMzMxGJRCQnJ5cbkIBRufTUqVNkZRnbSr/99lvMzc0ZPHgwubm5HDp06KXql2A8sZ47d45Ro0bxIDmHnEINrrZKHKwUVLKzoGPfoezes5firMemgEStVpOcnPzUkdcMNwcLMvKKsLWQI5WKEcQyZBIJ6XlFNKjmhLW5sa5DoVAQFRUFgFwqIdjTge4NvWgS4FruBfC7775j9+7dXL9+/aXvozyemf4tWrTohev98MMP1KxZs1SrprujJXqDYJq6KtHqiH4YR+BbfQgd/QtjFhzAw6823VrWxYYC4mOiMBgMNA1wJV+tJbewhNzCErILisl9eJVjmxdx+sod8kS2mDu6UadhU26l67mbpKJSpUp8MOxDKge3xt5SgYuNEhcbJYlPVOjNnRAkZtx/nIurnRILhQx7SzMkIhE34zP56quvcHV1xdbWlho1anByzY981tGP9OjrBDiIqPrsOyYSIWDUsbG3t6dRaCva9XyPIR99zk8/z2fs2LEcP36c5ORkLBWycj8PMBZPJiYm8uDBA+Li4hgyZMgLAxLANB1hZ2dnUlBWKpV4enqi0WhISkoiPDy81FTKq1CjRg3i4+Nf2fn2mcJpSkoKNjY2TJ8+HUEQsLW1JSEhAQsLi1K/GbVazd69e6latSp169Zl8eLF9O3bl3nz5hEeHo7BYGDBggU0bNiQwsJCBg4cSIFGwMzJi5ad30EkMdaQ7Nu3j86dO790/9RqNXv27OHcuXM0atSIsLAwJkyYQNu2bblw4QLx8fE0btyYQ4cOsWPHDkaPHl0qIPn5559p3rw5K1eu5P3336dt27bExMTw3XffsXbtWgYMH8u5yDTsrcxwtlFiqZAxf+tJpAoLrly5wldffYVEImHfvn3Gjq+lK9FUrsf5OBX7rz5i5fEHtOnSi507d5ay5qiggoqg5A3wzPvlryCXy+nbt2+5duHlIRKJaFOrChKxmIy8ItLzirBUymn2p9T4MzZv3oyDg8MrtR3a2tqyevVq1Go106ZN49ChQ9jZ2bF//34SEhIYMWLECwsId+3ahU6nY9iwYWTmlyCT/n6SE4tExkK6eg3p3r07YAxiatWqhUKhYNOmTdSuXZvGHkqCPR3RGwTsUZF2bT+h1V3p3cSH5tV/f49WVlbExsa+0jED40VsxowZf7noVSQSsW3bNmbOnMmmTZvKXcdgMHDhwgXGjh1bankVBwtCAlzJzC/mSX4Rpy5cRWlfCfcaDdHqdKhR0GroVLyDGuDl5WVKn4eF1GbGyLdZOGsaa5fMY8f8KURfP8O7XyzFvVoNdEUqdMUFpOUWoVLruPLwCUpzC3ILNQgIpkJTkUiEUi5FJ7fGgBiRiFIKs1KJmMISLXv37uWDDz5gyhSjcNr27dsJrOZB4aPbePlVR6c3oNUZyFYVU8VSoLi4mF+3HyC420j8mnTBMaglBo9GTJ0xC29vb7p27frCY+ro6Mjhw4c5fPgw2dnZ5Uq6/xlra2sUCgUajYaUlBQsLS15+PAhwcHBBAcHM2TIEKZNm2aSTn9VQkND8fb2Jjw8nC5dumBtbV3KS+bP9OjRg/379/Pll18iFovp2LEjERER+Pv7ExUVRXJyMhs3bgSMrcAWFhb06tWLcePGIQgCP/30E3Xq1CE6OpqwsDCOHz+Ou7s7arXa6MqdrqLdh99SuW4Y3qE92Xg2hsISLfHx8S+VEtDpdPTs2ZNZs2Zx69YtRCIRO3fuZN26dXTp0gVPT0/gd7XpHj16lNr+9OnTzJw5EysrKxwdHQFKiddVqVIF56oBxqLmp1lDM5mEVi1bEn7LWCOUl5eHVCqlRo0aiMViLjxIM2oI2ZrjYqtELhFzM7mEkCZN3ri7dwX/2VQEJW+AunXrkpqaWq6a66uwcOFCsrOzX6hx8kecbZQMbRPA24286NXYm8Gt/LG1KN/p9PTp06+tbCoWi5k0aRIZGRmYmZmZ3E/XrFmDp6fnc024Zs+eTf369ZFKpVR1sqREazC5DWt0ekQiEZt+XU5cXByLFi2iadOmpKWlERsby8OHDyksLMTPx5N7p3Ywun0QdeyLSb11khbVK+PpbFXqTs7Ozq6Mz9DLeP/99wFjy/RfCSK9vb05evQo48ePZ+/evWWe37x5MwaDwfQ6zxCJRIQGuPJh2xr0DvHm/P4N2Du54OZkh15TgrVSilYn4FIjFCcnJ+bNm4dMJiM6OYuBUxbiVKs1FlVr41ClGmY2zhSLFMilIkQiEAwGxAgkZxcY26iV5hTl5yASMGVmwDj18zjmHllpj1FIBFPHlt5gnPorzkhApVLx+eefY+/ohNKhMslpTwgMDCT34VUaVHMmT62hoERLs+qVCD+yDTt7ey7F5mKllOFiq8TVVolWZ+BSVDr79u3j5s2b7Ny587nH09XV1aQv8tFHH5myDX/kz7UeIpEIV1dXHB0dTWJqYrHYlBFIS0v7S9LwTZs25datW7i4uHD8+HFUKpWpULk83NzcaNSoEY8ePeLu3busX78eMzMzTp48adJReZYpuXHjBubm5lhaWtK9e3du3bqFRCJh0qRJzJkzBwCpVEpRURHOzs5UD6rJ8dvJVPepilCUR4OafmSqirkdn8WuXbtemin55JNPOH78OOnp6dy5cwdLS0s6duzIwoULGTduHCtXrqR9+/acOnWKSpVK38zExMTQp08fNm3axOLFi9m2bRs2NjYApmDowYMHuLk6lvpcBEHA3NISV0cHIiMjmTp1KoWFhTRr1ozFixcTl2b8npRo9egNBiwUUrILSxg6fATTp09/bZ2ZCv57qQhK3gBSqZTu3bu/8AT8IqytrenYsaNJ6fJVkEsleLtY4+lshUzy/I8xMjKSsLCwF4715+6VZ1y9ehWNRsOkSZPo3bs3KSkpODg44Ofnx+zZs0utq9PpuHbtmkkh1sfVhiAPO1Nrap5aQ/tgd3w83Rk3bhxjx47l+vXrXL9+HWdnZ7y8vIiNjeXzzz9nwoQJpgxKSUnZdmcAGxsbLl68yOLFizl8+DCxsbHodLoXvk+xWMyePXu4f/8+ISEhJCcnv3D98qhRowYHDhxg2LBhnDhxotRzc+fOpVGjRs+tObFSyli9eC4gxsnBEZlMikgkIicnF71eR0JiEitWrDCm0s0smLv3OmqxBbriQpwqVaFySA9cq9WmsLAApZkUiUwOIihQF6I3gKezFQadhnu3r9OwmgNP8orJyFWTllvE/VtXOLBpBdZWlvw8cSDmcgkZeUVkF5TQyNeZz8d8QJUqVbgcl8uOaDG1+kxh8sarfLl4Ozk5OVw+sI6POtVkbIcgmvi7cvjQIerWb0RhiQ6l/PcsnKVCRmqumsDAQPr168f7779f7ufy8OFDsrOzTVoYjRo1QqPRcODAAdM64eHhWFpaYm1tbVIRFQQBJycnk3XDr7/+Sv/+/XF1dSU1NZVdu3aVK4T2shqMZwJiDx8+pG3btqSkpJi63Z7H4cOH2bhxI25uboDRf6Z169aA8bvWtm1bvvrqKyZPnsysWbPIz89HJpOxa9cugoKC2LFjB1OnTqVWrVokJycjl8spKChg2+796AWBmOgH+Pj4YGZmhqWZjMiENG7fvm2yhiiPLVu2sHDhQqRSKXFxcYSHhzNp0iRWrVrF+vXrAWM9zOHDh8u0uOfk5NC5c2emT59O69atee+993B3dycvL485c+aYbgqioqIIqGKPjYUZaU8LzOPTsrlx/hh1Ar2pXr06mZmZKBQKIiMjmThxIvN/ns2Gw5fZfvYe+y/H8iA5F2uFjBqB/sTHx9OuXbt/ext3Bf8/qCh0fUMcPXqUb7/9losXL/6l7VNTU3Fzc+Po0aMvDSJeleLiYpRKJfHx8aaU7R/JV2s4eS+Zh2n5WClkNK9eicAqvwsmvfvuu1y6dIn4+PhS233//fd89dVX1KlTh5MnT2Jtbc2SJUv45JNPUKvVpouy8LRbpqBYi5O1AountQV5eXnY2tqyf/9+011fZn4xj7MKMJOKkRTn0KlDO9Pr6vX6Uq9fUFCAk5MTEokEsVhMcXExOp3Rf0csFiOTyVAqlVhZWWFra4uDgwMuLi64ubnh7u6Ot7c3S5cupUWLFq8VCP6Rs2fP0rNnTzZv3kzr1q3R6XQoFAr27NlDly5dyt3GYDBgbW3NoBHjEPw6oDcYuHfrOg7OrpToBJ7cO8vgD8cgl4pZ8PNsvEM64lvVjQsXzuPv74+ZpQ2RV05jZW2Dk08tUlNT0SFBIpXROtiLAU2r4lnFFYlEgiAI9Hh3MB9+/BmH9u9m7vQpzF24hM6dOlI70JcaNWpw+Php0Oto1KCuUaHV0Z1eX65ECty4dplGIU0p0upRJF1k1c/TyM3NNdXKmJubM3v2HGS+LZ/e+Ro/2yf5xQR52NG2tjtarRYbGxv8/f2pWbMmd+/eJTExkdzcXAwGA+bm5hQVFTFkyBD27NnD5MmT2bhxI9evX0csFjNy5EiWLl0KGE0e+/Tpw4EDB9BoNAwaNIjFixfz1ltv0aZNG8LCwkzfcUEQSEhIYNu2bSQnJ3Pp0iXu3LlDeHg4derUee5n2rVrV44cOUJUVJRRHO412bp1KxMmTCA3NxdBEFCrf2/Tv379uqm4dfLkyZw7d45KlSpRqVIlk+rvwYMH6d69O4E1glh69D57d22jSeNG+Pv7Gy/+cTd4dOOUKbgojytXrtCpUydu3LhBzZo1TW261tbW5OfnvzA4Gz58OHK5nIULF5qWnT17lhYtWtCsWTPOnj0LGNuU33rrLTp378n0+as4e/Uu6Y9jISeRHl07cv36dUpKSqhduza//fYbcQmJjF52kpSsQjSaEqOvlljC4zMbeHTlCHXqGLVuunbtyhdffPHax72C/0ieW+haEZS8ITQaDZUqVeL27dulfCZehxYtWpCenl7G6fevsnXrVgYOHFhutsEgCGw4E02WqgR7KzNKtHry1Br6Nq2Gu6MlYEw/9+vXr4xMNRjvllq1akVOTg6bNm3i66+/xtXV1aSJ8iJ+/PFHZsyYYTIli3iczeEbj59+2QRszOX0Da3Gj9O/4YcffmDOnDmlnHobNWpEQkICqamppbISBQUFREdH8/DhQxISEnj8+DEpKSkmm/m8vDwKCgooLi5Gq9VSu3Ztbt68+XoH9Q8cOXKE0aNHo9Fo8PLyIjw83NQBUh7Tp09nxowZFBQUcDU2k20XY7kXFYdBpyH94R1atGpN/Zp+6A0CWw+eRlBYU8vfi/PnzhEUFIRUYUFa7F3u7VtEh6FfcftxDiVFxaTcOo4h+TZarRaZTEZycjKLFi1ixowZZGRkIFVaMWLaUqr6VkcQwEJUxCd929CxfVvOnz+PIAjcvn2H1gMn4tm4MzV8q3LmzFlCQ5uiKtYT4u/CxF5NCAsLY8uWLcTHx1OtWjVUKhU5xbDrchxanfHTs7WQ07uJD5YKKQMHDjTVVbi7u1OrVi0aNmxI27ZtadiwIWKxmAULFvDRRx/RoUMHUlJS0Gg0tGnTBldXV/Ly8pg5cyanTp1CEAROnjxJ165dqV+/fqmpvMLCQq5fv86lS5e4dOkS4eHhiEQisrKyUCqV7N27l82bN+Pt7f3CIPTw4cNERkYybtw4tm/fTseOHU1TF6/K9OnTy+36efTo0SsVsj/j+JX7TP55Lb379EEiFuNgpWDNd2Pp+04PCgsLeffdd8v15tm3bx89evRAKpWW+t03atSI9evXv7CzqG/fvnTr1q2Me/Ezo9Fn14oaNWqQn59PcnIyHnVbE9BuEAore6yUZvQO8aZnqD/Lly+ndevWeHh4sP/sDXbczkWOjoTHSRQUFCCRm5MTe50nl3eSmppKamoqDRs2ZPXq1S/MBFXwX0NFUPKvYPDgwdStW5dx48b9pe1jYmLw9/fn8uXLNGjQ4C+Nodfr2bt3Lxs2bOC3335DoVCQmZlZZr2MvCLWn4nG+Q9tqtkFxQRUtqNdHXcyMjJwcXEhISGBqlWrlvtaBoOBoUOHsmbNGgRB4NSpU69UrFi7dm1cXFz47bff0Oj0LP3tPuZyqcmROCOviLrejrQKcmPOnDlMmjSJr7/+msjISM6dO0dqaioREREmNdC/ws2bNxkwYMBzTd5eFUEQiIqKYsWKFRw/fpz4+HiaNWtG586d6dSpk+lC9CxLMmzYMObOnQsY62w++fRzli9eSJ2eHzF62GDEYuNv9eT5K8Rm6/Dz8eTOjSsE1qiJzEyJ+ZNbLPjmExw9a+DfrBuOLpWoUskFQ+pdVsz7gcmffUbnAWO4FZ+JWCTit20reJCUzbAxE7C3UiAIAum5RShL0hnbtz0eHh5sOXKBa/E5XLwdTWpeCUHeblwOv0T9+vUpESR0rOvBzl++ZMuWLab3LZFI0Gg0iMXGItmkrEKkYjEeTpbcvH6Njh07llIFvXbt2nNFv7766iu+//57PD09sba2RiwWY29vj729Pe7u7owdO9b0HRQEgdjYWMLDw00ByIMHD6hZs6ZJvj4kJAR3d3dTy7ClpSUzZsxgy5YtpVyKn8fRo0dp3749y5YtK+Wu+6qsX7+egQMH8vnnn9OuXTvq1auHpaXla43x448/8jAxlY8+m4pSJkGmU1Gndi2++OILFi9eTG5uLk2aNGHs2LGlLuKCIJCRkYGNjU2pDrDnUVJSwvTp03n33XeZM2cOISEhDB061PS8Xq8nJCSEzp078/XXXyMIAkqlktDQUMZM+JwN93SoS3SIxSJ0egGdtpjra78mK/4uYrEYT09PKgXURxHUiYLsdMzNlVSt6gVyJZePbmfhJ++YMsPnzp2jV69ehIeH/6VMVQX/UVS0BP8r6NWr11+uKwHw9fWlTp06jBgx4pW3MRgMnDhxgvfeew8PDw9kMhl9+vQhMjKSOnXqkJ2djUajKbOdSASCwJ+K1YzLAebNm4etre1zAxIwzpuvXr2aQ4cOAbzU9+fZ/t6/f58PP/wQgMJiHVqdwRSQAFgopKRkG9sEJ0yYgJubG9OmTePmzZvUq1evjE/OX6F69erExsZSXFz8t8YRiUQEBAQwZ84cbt++TWJiIgMHDuTSpUvUq1ePWrWMF5KRI0ei0+lMhn5grAtq1qguBoOeRn9qha1Z3Z8n0VdwtTZDZm6DucKMJh5mbFzwHR7VAvhs/kYGDXyPnp3bUqtmDXyb98La3hmDnRdnI1KQSoxdNg7Vm6Fw8cXO0sy0v3aWZsjtjBLj3/60kHNRTzA3k9KyXgAiwUBMUiZSMyXZhSVYmMmwKklj27ZtLFq0iKKiImJiYpDL5aaCXgszGf6VbfFytmT0yBE0btzY1A0zceJENm3aRPfu3UsVghcXF3P58mXAmF0YPnw48fHxiEQiLC0tiY2NZdu2bcyZM4e4uDi+//57unbtiouLC61atWLfvn34+PiwcOFCsrKyCA8PZ968efTp0wcPDw9EIhFeXl4kJiYilUoZOXIkZ8+efWGBs06nQyQS4evry9KlS0sVLB89ehR7e3uCgoLo2bMnn3/+OWvWrCk34B8wYAAGg4Hvv/+eFi1avHZAArBx40YG9etFTQ97qlWyYd+e3XTp0oX8/HwGDhzI48ePeeedd+jSpUup6U2RSISLi8srBSQJCQk0a9aMNWvWYGNjw+3bt8t0LS1ZssQ0lQZGfx0rKyuOHz9OkZUHhSU6BEGPukCFpqgARBL8273PuQdpJGSoeLtHDy4f34McHf4161K7Tj0srG1JT09HKTIQL7jx68kHRDzOJjQ0lL59+7Jhw4bXPl4V/PdQEZS8QcLCwrhz5w5paWl/eYylS5dy8+bNFwqxXb16lQ8//JBq1aohl8tp27YtFy9eJCwsjHPnzqHVaomMjCQ7OxtBEEyS1X/E0UpBJTtznuQXo9MbKCzWotMbCPIwdhzs3LmzlILri2jfvj01a9Y0Fbm+iP379yMIgkmp1kppNNIr1vxeDFlQpMXj6RTSpUuXSEpK4syZM0RFRbFv3z5TseDfwczMjGrVqhEREfG3xvkztra29OnTh3Xr1pGWlsbSpUsRiUTs27cPqVTKBx98wNatW8nPzwfgwIED2FhZ0CE0mIz8InR6AyVaPVqk5ERdpkrBbS4uHEn0jhkM7doUSwsLCg1ydHq9ye9HKZeiMwjIbV3J1lviZKPETCZBIZdSzaOyUa5f9/uFS6PTY20uR6/XY7B0RiGTIpdKMDeTUbOSElVOOgadFmd5CWPb+/NO1w60bduWUaNGoVAoqFatGuvXr2f9+vVcunQJgDt37lC5cmXWr1/P5s2bOX78ONu2bWPdunXExsYyceJE2rVrR2ZmJtnZ2YSFhdGmTRsGDx5MXl4eS5Ys4e233+bevXssWrSICxcu0LVrV2xtbfnyyy/Jyspi4MCB3Lhxg8ePH7Nt2zbGjx9PSEjICy/A1tbWPHz4kNq1a6NWq1+YKXnmx6NWq/nwww9NRnoZGRm8//77bNy4kQ0bNtCnTx/Mzc3Zu3cvzZs3NxXh/pHyVGlflTt37pCfn0/Tpk1Ny7Zt28Y777xD3bp12blzJ2ZmZgwaNMhUHPu6bNu2jTp16nDt2jXWrl1Lz5498fLyok+fPqZ1Hj9+zDfffENxcTHvvvsuAJcvX8bKyoqsrCzWb9yKTqulpKjI9J5FYjF2VXy48XR6sl3/MWAwMCLMF78q9mh0BuQSSLxzkSZhXRCJRWh0Bg5ce8T9pFzs7e3/pRYBFfz/oyIoeYOYmZnRqVMndu/e/ZfHaNCgAb6+vgwbNsy0LDIykvHjx1OjRg3kcjmNGjXi4MGDNGjQgP3796PVaomLi2PVqlWmE9nx48eJjIykV69eZRxHwXgC6d7Qk+ruduQXaVHIpbzdyIvK9hbodDoePnxo0tswpvzVxKbloSoq/4Qxffp0Lly4UKq4788UFBTwySef4OrqaqoFkUrEtA12R1WsIz1XTXquGgcrBXV9jE6vvXv3pnnz5oSGhprG8fX1NWmFCIJAQoaKg9cfceRmIsnZry7EFBwcbPIV+SeQSCQ0adKEGTNmkJqaaur6Wbt2LbVr1+b+/fvs2LGDL774gtY1q1DXy5E8tYYSrZ7WtdxwVuiYNWsWCAIPomPYtOcoxy7dQi6Xc/sPUt8AIgT0uhJETzMkz7CztaEoJ434ZKNxY5aqGLVGT11PWwRBoJKLi6ltG6B+cBDa7CRubfmeajxmQM/OKBQK9u3bh0anN63bs2dPWrduTYcOHXj77bcJDg7Gx8eH9PR0evfubcpmBQYGMnXqVLy9venWrRsdO3akSZMmNG7cmJSUFMzNzalVqxYnT55k586dhISE0LBhQ7Rao25KTk4OFy5cYM6cOfTq1esv1WtJpVIuXbpEWFgY4eHhz13v8ePHAGVqsD777DP69etHhw4dCA4Opnfv3nz11Vfs3r2bnj17EhYW9kZbWnNyckhMTEQikbB+/XqSk5OJiIggLCyMbt264eDgwKpVq5g1axaFhYVlzPPKw2AwmMzzPvroI/r06YOZmRkTJ07k8OHDXL58mdatWyMWixEEgcOHD9O1a1eTo3B4eDiFhYXExMQQHx+Po6MjZ3YsM7akS2UozS0xM7cAAaq52OJobRTuu5ekIrBWXVbMn8VXverx08AQ0k6uwNzSkoa1/VHIJJibSbGxkHMtNgOJRFKmsL2C/y1erqhVwWvRq1cvFixY8EqOwc/jl19+oX379gQHBxMVFUVxcTHOzs6EhIQwdepUUyHbixgyZAhvvfUWK1aswN7enqNHj5YpILNQyOhQx4MOf2pIWL9+PVKplNatW6M3GDh0I5Go5FyTs2/b4CoEeZQ2H+zWrRuWlpZ8/fXXZdqFDQYD06ZN4/vvv8fCwoK8vDzat2/PoUOHEIvF+FayYWibAJKzCpFLJXg4WSKTiJkzZw6pqallAod27dqZCijvPS2SVcgkCAjcS8ymR2MvvF1eXKCYk5PDzZs3ad++/QvXe5N4eHgwcuRIRo4cyZo1a0x1Q+PHj0csFtO6VhXeqmlsLxWJRCiVCu7evcOnn3+Ff+t3SSosIelqIk27f0BkZCT169fHUiFFVaTF1sKMgvRHuFkIZOQV42xjdBy+cO0WKbeO88hGTeNhHyOTiKnt6UhWchwikYg6Ps5EJOeRr9ZgJpOQU1hCh+YNubbpB1avXk1ERATnr95i26UEUnLUWCultKrphl8lW3bv3o2VlRV79+6lSZMmnDt3jjuPsrh46T5qjY7qVex4lJRK69atGTJkCJs2bUKj0eDr68uQIUOYO3cuR44coWXLlrz33nv07t2bw4cP07hxY2rWrElsbKxJvOtNULNmTbZu3cr3339f7vNJSUkAZab0/Pz8uHbtWrnbTJs2DbVaTfv27Tl27NhfVnZ+xuTJk02dXHZ2duTm5rJjxw5TgADG1vM2bdqYvJyeeUE9Izo6mgsXLhAdHU10dDQxMTE8fPgQW1tb/Pz8TOJ8zs7OVKpUiWXLluHm5saVK1do0aIF/fv3R6vV0qVLF5YtW8aOHTvo27cvmzdvRq1W07p1ayIiIkhLS8Jc9RCRa030BgGdXoemMJfaPkYzP7HYqKXTp/8gfpw6GZFIhETQsnvXDgZPX4voD2UFYpGxJqUiKKmgIlPyhmnXrh3Xr18vN6X7OmOYmZmh1WpZsGABhYWFpKens2fPHnr37v3SgGTLli0kJSWxYcMGbG1tadSoEZ999tkrv/7q1asJDg4GICY1j8ikHJP5n42FnN9uJ1FYUjZjMnDgwDJuvAcOHMDZ2Znvv/+eL774guzsbK5cucLZs2fx9fUlNzcXAGulnMAqRt8XmUSMWq1mypQpjB8/voyI1bBhw8jIyKCoqIhz99OwtzTDztIMe0tj2/H5By+ePlOr1XTp0oWwsDBTWvpfzeDBg/n5559RKpXs37/ftPyZ+d7Vq1e5du0aIpGI+DyjlYCLjRIXWyXNmoZQXJBHYXI0ZlIJwV4O9GlaDYNOS4CjlHo+jly5dZ/Fa7Zw/vhhavl6snH5fO4c3Uj7Oh5UsjMnNjYWmUyGq605vZv44GCtQG8QaFDNmS/e74ylpSV37txh3i8LuJEuIrug2OS3tP/qIzLyiti/fz9yuZzt27dz8eJFdhw5y5Fbj5FJxDhYKohIzEZSJZhW3Qfw+S+b+PCz7+navSejRo3i66+/5tChQ6xatYri4mJEIhHh4eF88skn3LhxA3t7e2rUqPHCzNvrsnLlSpKTk8utsQLjxd3X15dmzZqVWv7RRx9x+fLlcrMsIpGIL7/8kqioqNe2MDAYDNy6dYsrV66QkpLCL7/8wv79+1m7di39+vUjJSWFsWPHsm3bNnr37m3ark6dOgQEBCAWi1GpVKZpJoDbt28TEBDA/v37sbCwoE+fPqxdu5b09HRSUlI4ffo0CxYsACAkJISffvqJw4cPExAQQOSDB9yKScZg4872A8fZvXsP8+bNIyAggNu3bzNs2DC0Wi3Xr1/H0dGRESNGcOCXzxDu7KJJZUi5tBttZgJyqXFaUaPTIxaJGDdiCCUlJRw/fpzx48djoVTQ7a1GZOQXYzAI6PQGcgo11PZ0qAhKKqjovvkn6Nu3L2+99dZfqtx/hp2dHV9++eVre3gAODk50apVK7Zt2wYY7d6bNWtGWlraK3nYKJVK5syZw6hRo/jt9mMik3Kxt/xdMTYjr4heId5UdSrtt5Ofn4+trS0HDx7Ez8+Pnj17cufOHbp27cqGDRtKFfxlZmYSHBxMXl4ely5dKqM626NHD86cOcOTJ0/KFSNTKpXM/2UB+c4NcLJRmGTTtToDao2OMR3KV7HV6XS8/fbb2NjYsG7duhea6/0ruHbtGl27dmXq1Kmm4l+1Wo2rqyshISF8+umnjJu/C09vX7p0bIuFmTEgXbxqA9e2zUavKX1X37dvX85fuIisakOqN2xG0yZNkEql5MTd4ccJg5k5cyaffvop8+bN45tvvjEFhX+mRYsWJCQkcObqPXaEx+Hyhy6tJ3lFNPZz4cdJw4mLi+PevXu0bduWeI0dYyZ8jr21seBZr9ezZOsR2jStj6ujLXEJjzl5ZD/LvxrKiWNHSUpKYvHixQAcOnSIkSNHUlBQwJUrV6hUqRJeXl6Ym5sTExPzSjYJL2LJkiWMGzeOgIAAli1b9lynXltbW/Ly8sroeaxevZo1a9Zw5swZ8vPziYqKIioqiujoaI4cOUJISAi//PLLa+3TpEmTShU+AwQGBlKrVi3effddOnfuTEpKCrVr1yY1NbWU2Nmz/ftj7UpGRga1atUiJyeHSZMmMX36dNNzeoMBVZEWczNj/ZBIJKJevXqM+mgiTd5qxy9zf+Z8xGP6Dx/H7l27MDNT4KLUsvWXb4wO1Y6O2Nvb07VrV7KyssjKVdE0rAtVPTwY1LsLep2OarUaorOpSq2GTWkaEoJIBO2DPajubketWrVwcnLi/PnzTJ8+nXEfj+fk3WQeJOciFovIjr3J9E8+AMFgDJAiI1/rWFbwH0dF982/CoPBQGpq6mvZoJeHWCx+7h3di5g/fz65ubmlMhZNmzbFxcWllNbH87h06RIlJSWmtkAnawUa3e9Ki8/UX62V8jLbWltb06hRI/r164evry9arZaIiAj27NlTpgPB0dHR1LIZHBzMjh07TM8922bNmjWIxWLSctTsvhzPyuORnIlIoUijIzAwkB3bt+HtYkV2gbEGQBCEp23NtuW+N0EQGDZsGDqdjl9//fXfHpDA73b0s2fP5ptvvgGgefPmKJVKDh48iINPMI3bdCEfc3afvEJMah45+QXGLoxp6xi68De8mvdh/sLFdOzYkS1bthDU+C3eHzOR3l3aUcXRGmcbJXbetfhx7kImTZqEo6Mjn3/+ORqNplwVTYPBwNWrV/H39ze1KP8RAZBIRFy+fJm2bdsCMG/hEiTm1mzdsRu93jhm7KNkZEpLvCo7YGthRt0a1Wge1oF3h42jcePG7Nmzx9S51aFDB+zs7EoZQkZERJCdnU29evX+ttrnt99+S69evQgLC+P06dPPXa99+/blytQPGjSInJwcnJyccHNzY8SIERw6dAiJRMLEiRNNcvHP48mTJ0yfPt0kZnbs2DE2bNiAnZ0dvXr14sqVK0ycOJHHjx+zY8cOunfvjkQiwdfXlwYNGpRRX32WUfsjly9fJj09ndatW5fyZ4rPyGf5sUhWnXjAkiMR3E4wdgypla6E5zswa89tnjg2wKpaI5xtzOnfqytONgrqtOxCRp6xiNVgMPDBBx8we/ZsZsxZSJthU5G41SbJYEfjdyfTesQMek2YTavOvYl+EMWJzYsYHlad6u5GMcZhw4Zx6tQpZDIZEydORCGX0rFeVcZ2qsmAJu5M/3gwCAZatGjxQoG7Cv77+feflf/LmD9/vkm/4+8gkUieK7H+R/QGgcQnKu4n5ZCZX8SXX37J0KFDywQB48aNY+fOnS89uc+fPx8vLy/TSTDQzQ4HSzPSc9Vk5heTnltEHW9HU4vpn+nUqRMqlYpt27a9VEtEKpVy9uxZRo4cSe/evZkyZQpgdGCtU6cOXbp0IUtVzOYLD0nKKkAArjzMYPfleDp26sS1a9doU6sKDpZmJjl7d0dLmgSUb1j22WefERkZyY4dO0qlvP/d+Pj4cOHCBVatWkXPnj25ffs2Fy9eRK01cPJuMnX9quDn40lBQQGXbj/g0JmrVKrdksfFChIzi/Fp9S73xIGMGj0GqVTKlG+/x9JcabpoiUUixCIRKU9ykUgkDBw4kClTpqDX6xkwYECZ/WnevDkGg4GTJ0/Spml9RJpCnuQXo9UZyC0sMdrU2yvJyMhg6NChnLiTxMLTyTgHNkHhVp0Nhy+SV1hMVEIK+pJCzGS/Zzk8q1Zl6KixDBw4kHnz5jF48GAePHiASCRiyJAhFBQUcOTIEe7fv4+joyN37twhOjraJN/+V9i7dy9Pnjxh0aJFtGrVilOnTj133S1btvDrr7+WWS6RSLhw4QK3b99GpVJx48YNNm/ezDfffEOfPn1e+H26ffs2DRo04MSJE9SvX587d+4wfPhwOnfuzPz589m1axdeXl7MmjWL7t27U7VqVVMHn4ODA4MGDXrpe7x9+zbTp0/Hz8+Pw4cPEx8fT0FBAeoSHXuvJCAWiYxuvkoZR289xtLZE+sabRDEUmwt5CiVSsysHUl8Ysx2duvaFZlUSu5TN3KNRoOjo9Hv5vidZCRiES625jhbK5HYVAIbd7Lyi5GY21ArtC3RaSrq1Kxuqs8ZOXIkgiDQv3//UjcDMokYB3s7hKc3O998842ptqeC/00qCl3fIJGRkXz//feEh4eX8t/Q6g3EpeWRo9ZQ2dacKo6WpVxay+NVghKNTs/eKwk8eqJCozNw++49rD1rl6vA+umnnzJ16lSWLFnyQnv2EydOlLpQKeRS3m3uS3RKLjmFJXg4WP5uYV8O9+/fx8fHh169er1w3//IggULqFOnDsOGDWPfvn3ExsaSkJBgHO9xNoKAyXDQxUZJSnYhPfsNYsZ332HQqHmvhR9ZqmLEIhH2lmbltmPOmTOH/fv3c+7cudd2kP1X4OzszMSJE/n4449Zs2YNPj4+xKUb24ZtzM1oUt2DyjYKjpw8i7mTO2YSCYJehx6QSCUkZhYiaeCPTqfDwVKGVm9AEAREIhF6g4H09HSW/jKbxYsXm6YVGzVqRLt27UhOTqZTp06EhYXx008/ceXKFW7fvo21tTWdOnXii8Ed6DV8Mk3CuuJqa05oYCU2rl5i/I5bOHLgZAx6QaA4Nx1P3+o8ydWz+3g40ef2GOXw059QycUJvcGAwSAwsGcX7IU8Jk+ezKRJk+jatSuXL1+mf//+fPXVV3z00UfMnDmTtWvXUrVqVa5evUrdunXp1atXqYzaqzJ+/Hhat26Nvb09zZo1491330Wj0ZTJPrwMa2vr1y5kXbNmjUlg8L333mPDhg20adOGmTNnsmXLFjZs2IDBYMDFxQWDwWCapvL19UUul1OpUqWX/pZiYmJo164d3bt3N3XaCYLAvHnz6DtkLHqDgPnTaT+5VIJULMbRrz4SMyXx0ZEUFRVjEIlR2lYi6lEG3q626A0CIMLB0thurdVqcXJywiAIpOepTdN5BkFAbGaBQYCUpARysnPQ6AUc/Bpy88JOk0hio0aNUCgUNGvWjMLCQr799lvu3buHVqst9cjPz/9b7dQV/OdTEZS8IbRaLQMHDmT69On4+PiYlmt0enZciiMpqxCJWIRBEAj2dKBNrSov/PG9SlASnZJHXEY+Wq2epKxCHmfmU7/Xx9xMyKGRn0updaVSKZ07d2bWrFnPDUrS0tLIzMwsM82jkEmoVdWh3G3+zO3bt1/oSiwIAul5RaTnFmGpkFLVyQqpRMwHH3xAUFAQTZo0oXnz5qaOghKdgT/OIDxLWzu7VMLCwoI1a9bw8ccf42StfM4rwrp16/jll184f/48Dg6v9j7+HXz44Yf8/PPPODk5MXPmTPKKdNjX6YxBEDCTSfD3rERygA+JhXLEYgl6gx4EEIskCEBcmlG2/+rpI/j7NyUm1ThVoNXp2LJoBq2bNynVah4WFoaVlRURERHcunWLSZMmAcZ28sDAQARB4NjZS6zfspNvv/iUI2vnsH37dirZ+bBkyRIA2r8zmBrtB2NnZ4eZtSMyMVRxsuXutQhSbh2nRYMgwq/dommzUARBoEmAK5Xtzfnwww9RqVSsWLGCli1b0q9fPw4cOEDHjh3Jzc0t5bcUFBTEyZMnadmyJaNGjTLVobwKz7ybjh8/DhhrRvz9/bly5UqpNvN/gq1bt5oE2C5dukT//v157733cHR0pEOHDixdupTt27cjFouRy+XIZLLXuiDn5eUxbNgwlEolUqkUHx8fU0E5wIYNGxg44mOEP5UGGgQBbVE+UokUEQLOLs7Y2tjy6Ek+eap80nPVCEBjPxccrY1BiV6vx9nZGbFIhJO1koJiHVZKGWKRCAMitOoC1OpcbGxssHdyxdbGmlPz8nm7ezdCQkKYPHkyEomEa9eu8e233xISEsKYMWOQyWRlHq9S91bBfy8VQckb4ocffsDBwcFUrPiMh6l5JGcVUsnOWPxnEARuJWRRx8vJ9IMvj1cJSpKyCtHrBZKy1SQnJWAoKcLVxYkjtx7j72Zryi48Y+7cuXh5eXHr1i1Td82fn7e3t//L3j1g1Hr444Xvz1yOyeBcZKqxMEEEle0s6BXijZlMQsOGDQkODkap/D3A8K9sy824TDQ6PTKJmPwiLRZmUlxsldSqVYtdu3bx8ccfP/f1Dh8+zKRJkzh16lSZ1sn/bygUCmbMmEGnTp0A2LhxE06e9tyMz0IqERnbLgtz0BbKkZopjZ0KOj06vRaJRMaPU8agVCoZNnQID6KiqO/jS16RhsF9eyIVQ8fRPzD3wB2qV7GjRY3KpCYlkp+fT3p6Os7Ozuh0OtPFURAETt1L4XrcE8SuNfl8+QHO7F5DmzZtaNq0KXFxcdy5c4ef998lPl9PSmoaEqmcvBIDLvZKmjSsy+2tOjxspTzJjqBvk8FYm8uxUv4+zTFx4kRUKhW7d+/G3t6eyZMnM3DgQMaNG1dGHTg0NJRdu3bx9ttv4+joyLRp017pmI4aNYp69eqVki1v2bIlp0+ffmlQolKpsLJ6flbwZbRo0YL58+ezb98+NmzYgJeXFxMnTqR9+/bY2dkxYsQIqlWr9pempqKioujWrRstWrTg/PnzdOzUic0791I7qDoffvghDx8+5OTJkziYS3CxMSctV42VUoa6RI+FQsaT+5foNWQ8eXo5ZjIxeoOATMgi/fIBOn7YAUcrBU5/OD/p9XpcXV0RiUS0qeXGjvA40nKNHXhaVRbW9s54BFR7uq5AoLsdSoUZR48eZfny5YwePRqdTsfatWtZvXq1STyxggr+TEVNyRvg+vXrLFy4kFWrVpW508lUFSOV/H6YxU/v9PPULw44DAYD8fHxL6wBcbVTkqvWIBj0pKem4unpjVgsQiYVkf60QO2PVK1aFX9//+cWvO7evfuVvGueh06nQ6VS0a1bt3Kfzy/ScP5BGk7WClztzHG1NSc5u5AHybmmdSwsLAgPDze97yoOFrQNroK6REdGXhHWShk9GnsjlYjp3r07t/4kIvbn/Rk+fDhbt279Wz45/0r69+/P5MmTEYvFzJkzm+jz+3knxJuG1ZzpWNcDddRZ1PeOIJOIQRAhlkhAJCY7MZKUiMtkZ2cTGBhIvbp1sVOK2LhkNjGPknn34+mYyaTYW5pxNzGbIzcTmTlzJq6urqY7U6lUiqenJ0uXLiUlW8312Cc4WxtbwV3tLHir1xD2/3aay5cvIwgCl67foZq/P74elbCwsgaxhKISLTqDwKieLenYoQMZGRnIxODmYIGV0hjsPHObBfjmm28ICwtDpVKxZ88e3nnnHRwdHctVKe3atSsrV67ku+++M7W1voiYmBhu375tyuo842V1JWDM+Dk6OtKyZUv27dv3lwrXXV1dGTduHMePH+fmzZv8+OOPpgzQM2PAv1I/ceDAAZo1a8bEiRNZtmwZ2/Ye5naeBd6t3uNatjm1W/fi6G+/oVQqWbpkMb1CvGni74qVQkbtqvb0C62GrqSQt2vZ0rJGZWzMzfB2tqapq5bIC4eoXsUOZ5vfa5Ke/RYrVaoEQBUHSz54K4AOdTzoWNeD+7t+xt1ahKVChrlMjLudnPqVpNy7d4/Lly9TqVIlqlWrhp+fHzdv3qwISCp4IRWZkr9JcXExgwYN4ueff8bNza3M85XtLAjXZ5jm93V6AwgCDlYv9qbIz8/nyJEjyOVy/Pz8ePvttxk7diyurr8XcQa62eFqq+TOgzjMLKyxc3Siir0FMokES7PyC++mT59Onz59UKvVpe5Gn6m4rly58i8eCaPNuUQiea6ZVm5BCSJA8odCN4VMQlqumto4kJaWxoULFxCLxdSvX59r164hFhvFvmq4GyWqlXKJ6WT5wQcfMHnyZFJTU00nzD+yd+9eqlat+spy+f8fEIlEfPTRRwQGBjJixAhCQhrj5WKNl4uxliEpMYGczEwqOe0iW+aO2NyG9HvnMRTlUS1sEOeinnDm/EX8fLzw9/cnKSmJ8T9vpLKzvclfyMVGSWy6ioNHj9OlS5dSr9+uXTv27t1Lep4aRJi6b4yfmQhP/yA8PDwoKSnhkwkTqdlpGC2aN8PGw5msfAuiHkQSF3eJoLFvUb9+fS5dukRAQABgnG6wtbUFjBe6Z1Nxs2fPZsSIEURERHDu3DmA55r3vf/++zx58oSPPvoIR0fHMo62f2T48OH4+vpSv379UsufeayUlJSYBMn+SElJCQMGDGDx4sWYm5vz6aefkpaW9rda/L29vZk4cSKjR4/m4MGDpuzI6/jiGAwGRo8ezbp16zh+/DghISHoDQIX4wvp0asP+3ZuJbRBXfKlDsSk5NG8eXN+/fVXJkyYQNMAV5r+oQBcEAQcbCxoEeSPQRAQAVlZHkz9ZBjZ2dnY29uTnJzMqVOnTN1Kffv2pbCwELVajVqtNv0/OyWZ1V8OwsKxCgqlOaKiHH6ViTE3N8fCwgILCwumTJlC//79K+pFKngpFTolf5Pp06dz69YtduzYUe4PTm8QOHTjEQ+Sco3y3yIRzQNdaejrUnawpxgMBmQyGWfPniU3N5dly5Zx/vx5cnJysLe3p3nz5owYMYK2bdsSl/CYrp/MoUHTt/Cv5o4YET6uNvRo7PXcYlobGxuGDh1aqo1x5cqVjBkz5m8Z1E2ePJk1a9aQnp5e7vOqIi3Lj93H3tIMqcQoZ52WW0T7Ou7UqupAvXr1yMnJ4eTJk9SoUQM/Pz+uX7/+wtZdW1tbxo8fX65dfKtWrfjwww/p27fvX35P/y7at29PkyZNGDNmDKtXr2bixInodDosLCwQi8UE1GuKe/0OWNs7kpinR6m0pECVQ7VqvlR1smRIUzd8vKpSq1YtPlu4ncz8IqyetnEbBIHH6Tl8O6g1EXdvY27vikGAynbmRD2IJCgoiHvx6Ry6nYLL0zvmZ7VAfZtWw8/diSVLluBdO4RvN12guLgEc4UZtav7YiYRWDplKI1qVmPgwIGmoGHjxo30798fMBaEPwtUnqHX6xk4cCDZ2dls2rQJDw8PVCrVc4/Pp59+ys8//8yRI0dMLrN/JCMjA1dXVw4ePEiHDh3KPN+wYUNmz55N8+bNyzz3+eefExkZye7duxGJRFy6dIl+/foRHR392sWxf0Sr1Rqdl0tKiIqKAjBNSf0Rg8FAWm4RYjG42JgjEolQqVQMHjyYCxcuUFBQYMokPckvYt3p0m7feWoNbvbmWKniaNeuHUVFRWX2WywWExMTU6r+LSMjA3d3dxo3bkxaWhpZWVm0aNGCZs2akZ+fT61atUyBxh//lcvl2NjYIJfLK4KOCl6V535RKjIlf5P4+Hg6duz43B+jRCyic72q1PN2Ir9Ii7ONAnvLF2dJrl+/jiAIhISEIBaLTTUGKSkpLFiwgD179tCxY0fEYjFKpRJLGzvGzvnS1BLr72b7wu6ewYMHs2rVqlJBya+//vq39QF2795tuhMuDyuljObVK3EmIgXhaU2Jh5MlAW62rF27lps3bxIREYGnpyf379+nRo0aBAcHc+vWrecGJnXr1mX//v1lgpJbt27x4MEDevTo8bfe07+DZzcKK1asYOrUqQDMnj2b1q1bY2ZmRlJqBqtPRWNuJiUzv4i0m3EgBl1RAY7WChKfFJKQD7Vq1cLBwYE6Xg7svpyAVCJGJhGTpSom9k44dg6OnEvUkRMZiwiwVMjoFeKDmZkZ0z//mB5jppHwpACpxCgB7lfZBiuZnuLiYtp16MS2q6l0bVGfu3EpxMQlEH4rkkqiJxzYtpbmzZuXEjx7FpD8MXPyR8RiMV5eXly5cgWJRIJarcZgMCAWi9Hr9ahUqlLfrZ9++omMjAw6duzIxYsXTZL9zxg5ciSVKlUqNyCB3+tK/hyUXLx4kTVr1nD79m3TbzokJAR/f3/Wrl37wnqplyGTyQgPDycmJobz58+jUqnKBCQXHqSy8NA9VMVaJGIRvpVs6FPHnvff7WXSdvmjUZ+ZVIIgCMYumKf7q9MZsFTIadOoDXK5nOXLlzNmzJhSryMIAkVFRezZs4eTJ09y6tQpHj9+TK1atQgNDaV3797UrFnz/4WWTwX/W1R84/4mZmZmLy1IFYlEVLa3IMDN9qUBCcCOHTtwdHQsc0KoXLkyP/zwA5GRkWi1WjZv3oynpyepSYl82KcDVRUFBHnYG+sNXsCMGTNMBYbPuHHjRrmiUa+CwWCgQ4cOxMXFER0dzbhx4567boNqzgxuFUCHuh68E+LDOyHe6DQljBgxguHDh5tqP6pWrcr9+/eJj4+nVq1a6HS6csfr1atXGaff5ORkevTowffff/+37mz/ncTHx5eqNxg3bhybN2/m119/JT2/BJ1BQCmXkl+kRYTxIiORKzDoDYjFkJylRqVScfz4cYb06UrdysbjkF+kJdjTkTNbF9Ok60Dy1BpcnloIFGv1nLiTjMFgYMf2bQzpUI/ka4eo5+VIj0ZedKlflYMHDmBmZoZeqkRnELC3UtC8lhcDu7QgyN2OG1eNxm7du3c3yef36NEDGxsbvvvuOxo3blzmver1ekaMGMGRI0e4cOEC1tbWKBQK1Go1hw4dIjg4GHd3dxYuXMi9e/dYs2YNo0ePJiEhgXr16tGsWbNSrtpqtZq9e/eWUjT9M+XVlRQWFjJo0CAWL15cpgPkmS/P30WpNBZojxo1ylRX8ozY1Dzm7LtDTqEGvd6AXm/g/uMcxvy8jVGjRrNixQrq16+PwWAw+d5Ym8up4WFPWq6agmItWapiBCDYy9hl1qRJE1atWgUYp4QPHjxocvMOCQlh6dKluLm5sXr1ajIzM7l69SozZsygdu3aFQFJBf8WKr51fxOFQvG3pjzK4/z58y8tzBSLxfTq1Ys7d+5w584dIiMjqVGjBgqFAn9/fwYOHMjOnTvLVYW1tLSkadOmDBs2jJo1a2Jubk5xcTErVqzg4sWLr7WvOp2Ohg0bcurUKcLDw9mxYweLFi2id+/ezy3SdbRWEORhj6ezFRKxmJ49e2JhYVGm1dPDw4PIyEgSExOfG5gMHDiQoqIiYmNjAcjKyqJt27YMHz7c1I75n0bXrl2Jjo4GjMWnzZs357vvviMgIICePXuikEngaTbF3tIMsViEYDAgGAyo1Wr0ArhYQmxsLLNnzyY1NZW2jYPY+N1IZI/OMf/LkcTHxqB0dMfO4vegzc5CzuW7MegNAgUFBYwY8SErfv6O9g2q8csPX6HX6Th27BiVK1fGUiFDwDgVJBKJkEslVPPzY8PqZTRr1owdO3ZgZ2dU89yzZw95eXnMmjWrlM8PGJ2j33nnHeLi4jh58iQ6nY7MzEwsLS1p06YN48eP57vvvuP69ets3bqVXr16cezYMapVq4aFhQUDBw4kODiYOnXqkJKSAhh1SaysrPjggw+ee4xDQ0O5evVqqd/upk2bTPVbf+bQoUN07tz5r32gr8iSvRdQqYvR67RotRqK1IVoNBo8q9ejV//BiEQipFIpMpmMS5cumbYLq1WFdrWrYGdhhl9lW/o398XJWolarSY0NJQ7d+7QuHFjKleuzJw5c7CxsWHv3r1kZWVx5MgRJk+eTIMGDf62lH8FFbwJKoKSv8mrZEpelwcPHry0OFOj03PmfgoLDt3lXLIIK/cazJ//C6tWraJOnTpcuHCBfv36YWZmhp2dHSEhIXz++ecmx10zMzPy8/Px9vZmzpw5HDhwADCerN3d3VmyZMlL1V/VajX+/v5ER0cTERFB/fr16dmzJ6dOnWLHjh3I5XKqV6/O5MmTSUxMLHeMEydOcPToUXbt2oVYLEarN5Cv1mB4etGtUqUKDx48ICkpiaCgoDKBiaWlJQ4ODixfvpyCggI6duxI586dX8uA8P8bf5yKqly5MgaDAX9/f6Kiojh58iSV7S2oZGdOWo4aC4UMiaEYQSRBIleSU6iloY8jv86djouLCxMmTOD2vUh27z/M2bNnGT16tCnguR5+kVWbd/E4LQuDQaBIo+fB3Rv416jNvhvJuDR9l3l7rjH282msWbMGS0tLNm3aRFpaGneuX6Z2VXvScorILigmI7cIK4WMexePcfz4ccaNG0d2drZp6sXHx8ek2tqoUSO8vLywsLDAzs6OiIgIioqK8PT0JCAggH79+tG9e3cGDx7M3bt36datG35+fpw7d44HDx6wceNGPvnkE3r27MmFCxe4ePEi7u7uBAUFkZOTw5o1a0zZgOdhZWVFUFBQKZM9Dw8PiorKdq3l5uZy/Pjxf2wq8OzZszRt1oLLkY+MRXwiESKRGLFUjpmZGUpzc+TS30/V1tbW3Lhxw/S3VCIm2MuJtxu4Y6GKZ9HPP9K8eXOcnZ05ceIE3bp144cffiAzM5OTJ0/y1Vdf0bVr1//YLGIF/91UFLr+TZ7N+X/77bdvZLxnqo63bt2iVq1az13v+O0kbsRnotPpuRadTHZ+IW3q+TGyfY1SnT2xsbFs3ryZEydOcO/ePbKyskzz9EeOHKFdu3alxk1JSWHcuHHs3bsXuVzOoEGDmDVrVpkugczMTKpXr45IJCIiIqKMxXz9+vVRqVQEBARw4cIFsrKysLKyon79+vTv358BAwYglUpxdHQkNDSUffv2cTshkzMRqWj1BqyVMjrWrYqbg4VpvwIDA3F1dSUiIqLUXV2nTp1ISEgwmbgtX778P77gbu7cuYwfP56dO3eaLobvvvsumzdv5ocffuDj8RO5GZ9JwhMVxw/u4cxvh9CJ5Ywc3JeJIwZiYWHBt9Om41C3M2fvp5JfoCY59j55EcfZt3MbLVq3pfOQycSn56PRanG0syaktj+/fDaE1n1HUL9hY2wtzCjS6FEVaejf3JfRQwawf/9+WrZsyYkTJ2jVqhWzl64lUw22FnLOHdrGxI/H8cUXX/Ddd9+VeU9Llizhyy+/pKCgAIPBQHBwMLVr16ZWrVoEBQURFBSEQqHAzc2N9PT0Mlolf+bBgwe0b9+ehIQENBoN3t7eZGdnIwgChYWFL51+eO+99wgJCTGJCWZkZODn50dOTk6p78+vv/7K/v372bVr1+t+jC/k/v37fPPNN5w8eRKN3JYh360mNr2AYo0OwWAAkRiZVEL3hp4Mb1vDtF1gYCDBwcGsW7eOq1evcurUKU6ePMmVK1eoXr06rVq1olWrVjRt2vS1unsqqOBfSIUh3z/F3zUK+zOnT59GLBa/MCDR6Q3cScxCp9dzMTqdghIDcoWS8Jh05h24g1b/+z75+Pjw5ZdfcurUKZ48eYJOp6Nly5a4urqWCUjAeGe+Y8cOioqKmDBhAlu2bMHGxoY2bdqYnDvj4uLw9vbGysqK+Pj4MgEJGOfgU1JS2Lt3L5mZmWRlZfHFF1+Qn5/P6NGjUSgU2NjYUFRUxLZt20jJLuS320lYKKQ42xjrFXZejqNYqzftV1RUFOnp6QQGBpaalurTpw/379/H3t6epUuX/scHJPHx8cyYMQMLCwuuXr0KwKNHj8jOzkahUPD5558T/eA+If6u9Av1pbqjmMzYm6jirnH30gnat2+PwWDAJ/RtDt1IRF2ipUClwrpyNTzaDGNXeBz+HYZTUKCiT9tGeLtYkZIYz8rZU8nNSkemtMLuae2TBD0aTQnh9+JITU0lICCAWbNmsWDBAi5dukSjGt6c2LyQTYt+YMJHY2nVqhVubm7MmzePmTNnMm3aNKZMmcLEiRO5f/8+1apVw8zMDJ1OhyAIzJgxg7Fjx5KRkcGKFStMU3hnzpx56XHy9/enoKCA5ORk5HI59+/fR6vV0r59+5cGJDk5ORw6dKjUVI2zs7PpO/2MS5cuMW3aNAYOHPjan+PziImJoUmTJrTu1hf72u1YtPs8Ns5uZCY/IrCKHVZKM8RiMQa9jtpu5gx+6/fCYJVKhVar5cCBAzg4ODB69Giys7P55JNPSEpK4vLly/z444+0a9euIiCp4D+SikzJ36RTp04MGTLkjaV2P/roI7Zv326aHy8Prd7AgkN3ufowg7xCDcXqAiRSKUqlOUq5hBn9G1HN1ea52zs7O9OvX79yPXLKY+fOnXzxxRfExMTg5eVFUlISNWvWJDw8/Lnz0Pn5+djY2BATE0O1atXKPH/jxg369euHVqslLi6O85GpXHmYUUouPiOviB6NvEwaHWC8m/X398fe3p7IyEjkcjlxcXHUrFmTnJyc/8iU9DMNm2esXbuWkSNHotfr8ff3591332X27NlMmDCBrVu3otFoePjwIV26dEGpVBIZGWlK54vFYiwtLSkoKKD5uEVILewR9Bp0egGZwgLEEpoEuHLu6l1kUim92jSkSKPj6PFTRFw5gz4nEdfGPfH38cTF2oy9u3diZu3Ak+hr5MRcxc3NDVtbWxQ2jpgpLch/kkxJkRpLS0tsHJyx966NWGGNhagYW7EapZlxCuKPD5VKxZUrVzh27BgFBQV4e3ubppSeYWlp+cKW4Gd07dqV9957j969ewPGDpd9+/Y9t+vmGbNmzeLevXusW7eu1PLu3btjbm5O//79OXnyJJs2bWLBggUv9Z8pKSkhOjraON2iVKJQKDAzM8Pc3Nz0G4mPj2f69Ons37+fWp2HoneuiZOTI2YyMalJiajSExnyXm8kYhGqIi179u4l8exm4qPvc/36dZYvX862bdsICQmhbdu2DBgw4P+1bUIFFbyA5945VgQlfwNBEHBycuLOnTtUrlz5jYxZv3597O3t+e2331643tGbiSw6EkGhWg0GPYjFWCjMkMhkfNevITXc7cvdLikpCXd3dx4/fvzacvKRkZE0adKEgoICSkpKXno36uLiQt++fZ8b/Jw/f57mzZujVqu5m5TPmYgUXGx/T9mn56rpF+prmsJ5RmZmJn5+ftjY2BAVFUVycjK+vr4UFxf/RxXrqdVqfvnlF2bNmoWrqystW7akVatWtGjRAnNzc3bv3s3FixfJzc1l6tSp2NraEhgYSEZGBkqlEr3emEWytLQ0ysKfOkWDBg3QarVG87OxizCzdkKvKUKPBKlcjlgipUmAG5fv3KeoWItnVQ9iYx8iiKRoC7Kwd3ZDpLShqLgYuVRCHW8ncrOfkHFlH7u2rMPdw5OG3YbgWDWAypUrY2NlTpvqToh1Rey9lYFKXYIYPepiHT6VbRnRpdEL29OLi4u5f/8+t2/f5tatW6Z/8/LyyMvLe6kB3syZM0lJSWH+/PmkpaVRqVIlioqKUCie3+X2bKrnwIEDZewWHj16xIYNGzhx4gTu7u7MmTOn3EzgH7lx4wYDBw401ZYVFxdTXFxMVlaWsStKIkGhUCCXyxkzZgwt3x7EwmMPycnKRKE0Q6vVUVJUiCotgQG9uoDUDAszKbVcZTSrG4ibmxsikYhhw4bxwQcfvLFzTQUV/Bup0Cn5J4iNjcXc3PyNniQePnxYplWwPFoGVWbm+qOIrZxQKhWo8nLI12pwcXSgWqXnZ0menWT/ir9NYGAg1apV49q1a3z99dfl1g38kVatWnHw4MHnBiWhoaEoFAqWLVvG+8NHEh6dTqaqGHO5lHy1hkr25lSyL1tX4OjoSHR0NP7+/nh6eqLX6/nxxx9fKyA5ceIE5ubmhISEvPI2bwqdTsfq1auZNm0aISEhXLhwgaKiIk6dOsW6desYNmwYbm5uNG/eHF9fX7r36ktEuobwSxFUatSdabMXmQKSli1b0rRpU1asWEFVvyBuxWdioZDRrkNHUmPC8WjeF71MQqG6CEQSEPS42pnjbCHjkUFOTGw8comUGoF+RMQ+Ri+R42ouJjYzF8Hcmqv3H7Hs487sMSTw2wFLFq7fzb7waJLjo7h46ig6JCxHRNqDcPyadEakKUAmM6oJX5FZ0D20JpXtn+/KrFAoqFu3LnXr1jUtEwSB7OzsV3Lkbdq0qcn76NChQ6YsxYvYtm0b/v7+5fo/Va1alSlTpjBlypQXjqHVG4hPy2X5ytVsWLGAOTO/59133y2V8QoMDKROnTqsW7fOFDDLzcyYs+82IGBhriA/Lw+pTI5LpcoIJWru7FvMyNHjWLN6KV9s3UrLli3p3bs3Q4cOLeU8XkEF/61UBCV/g/DwcBo1avTGxtNqteTl5ZlS0S9i/McfcevAabp8MpcCrYCltR2q3GzCN81ENr6swuUzdu3aVW4tyauSnp5OcHAwP/74I6NGjXphQDZixAhat25t7JgRiYl4nENMah52FnKCvRxxsFIQEhLCmjVr+Oijj3i3mS9XYjLIyCuiur8L9X2cnnuX7eDgQOfOndm+fTvbtm177XbNHj16kJ+f/5c8Tf4O2dnZhIaG4urqyq5du2jYsKHpubp16zJi9DiSs1QkxMawZ+s6Jn76KatPPsDWsRJVXO1p1qoNlx8lYWbthNzciumLN3L7ynkkjj6sPR2F8QZEIOz9z5nUvw2de/TlYlwJYpkSARFajZZdJ69S1dmawriH+FRxomH9utiYy4hMSAMgNSUJmaDFr4o992MSaNG4LpWcHalZsyZqiSX1atfAslGwab8v3bjLocxE3nmnl2n6Ta/XM3fxSrJyVS8MSspDJBK98rRE/fr1iYyMpKCggDNnzpRrNyAIAnfv3uXAgQPs37+f+/fvs2fPntfapz+iKtKyeN9lDh0/jcLMjLFzttC0VY0ytUx2dnY8efIEqVRqqu/QP61Bk0slyCytyM/Pw8bGFr1BhIWomA3r13Pq5EmGDh3K3bt3y7WuqKCC/2YqgpK/weXLl8sVg/qrHD161GRB/iI2b97MkiVL2L59O81ah3It7gkGg8CmhT9w9uYp3nnnHXbu3Flmu/z8fB4/fmyyqP8rZGdn89VXXzFr1iw6duz4QkO8li1bIpFI2LZtG7YBTbn3KBtLpYzHmSoiHufQv1k1ZDIZt2/fpqCgAAcrSzrU9Xil/fj0009N9QCvG5AkJyeTn5//QvXZf4ply5ZRr1491q1bV+YiFpmUw+GbiQgCGAQz6nQcjPmOA7Tr/DZO1goSEhKIj40mPVuFT6t+hLVty5WYJzzBBfemPXGwNEMmNd5Np+VA1ZqNmfvZMGr3GIdTFW9SHsXhWtWbvFwdp47ux8LCirf6dkYhM6qCCgYtiGTk5RlbxUVSBXVrBpKy/3fLeQdLBanZhVgqjNkQvcGAXC5HlRKLTi+g0xuQSsRo9QJ2drakJURR09u1zHF4UygUCmrXrs2VK1e4c+eOSS22uLiYkydPcuDAAQ4cOIBUKqVLly5MmzaN5s2bl+t58yro9Xq++WUNp28+pFnDYOrWrUuRRs+RW48Z1qY6EvHvn6mTkxOPHz8utb1ELMa/si1ZqmIepuYhV1qSry5CW5iHVdotFixYwIcffliRFangf5aK7pu/wZvOlBw4cKDcO70/EhUVxYABA/joo4/o2bMnzrbmdKxblc71Pdm0Zhm2trbs2rWLbdu2ldl25syZWFhYvLCz52Wo1WoaNWrEoUOHuHv3Lr/++usL169evTprNm7lflIuLnbmKORS5DIJSanpNOnwDmfOnMHCwuK15LuXLVvG3r17OXLkCNWrVzdNZbwqx48fx8zMDBeX5/sP/VOsWbOGMWPGlAlIijU6jt56jLVSjrONEhcbJUcv3MSmcjWOHz+Bvb09TZs25b3+/aniWQ27Sp7UrV4NJxsllZ3skJlb8yQn3zSeQi6hslcA9d7qQp36jala2RURBuyUMgJ9q1EtsDa5cTfIKyzhSV4RT/KLMeSlo9MUI7OwxczKHq3eQL9QP2JiopFIJDRo0IB6Po5IJWKe5D3VJ8krpoarOXkpD2kW6EpOYQkZeUUUafT4WZVw6/qVf/yYNm3alAsXLvDo0SN0Oh3dunXD2dmZH374AU9PT44cOUJsbCzz588nLCzsLwckcXFxtGrVipsPEujbqzv16tVDJBJhbialsFiHuqS0ho6zszN5eXllxmkVVBlZYTpZcXcoyk5BqU5hwfCWHNyxkVGjRlUEJBX8T1ORKfmLFBUVcf/+/VJz4X+XS5cuvTBgKC4uJiQkhPr16zN37txy17l79y7u7u706dOH0NBQKleujFqtNim8/pVakmekpaUhCAJBQUGIxWJGjBjBqFGj6NOnTylNCVWRUe7axlxOr169+GX5GtpjNA+LS8snMfExOXn5VKnRmGtHNrNz506GDBnCokWLsLcvv0D3GQcOHOCbb77h3LlzVKtWrYzE/KvQq1cvPDw8Xvpa/wQeHh5kZGSUWZ5VUIJBEExOvgKQlJFD3U6DyC8oZv3BczjbWaLX6cjKVWFl/rv5mbmZDASBpNQnVHayQxAEijV6NPlPsK/siUQsNnqjiMWUlGhQWoG/vx8nll5nQAs/YlLzkErEbP/pAPejHxLQpCMde79FI18XqjpbAcYpFblcjr2lgoEt/YlIzEZVrMW3kg2qNBEGg4EQf1dqezqiKtJgZ2nG9tzAvzVN8qqEhobSr18/DAYDFhYW9OzZk9WrV7+xzhRBEFi+fDlffvkln3/+OYEtevAg5fdgo1irRyGTYG5WOphwc3Mr1UEkCAJHjx7lyy+/RK/XM2nKVNq3a4ud1Yv1WCqo4H+JiqDkL3Lz5k0CAwNfKvD0OsTFxb1QGj00NBSxWMzZs2efu06VKlVYs2YNgwcPJigoiAkTJjBt2jQsLS0ZMWLESzMbL+LSpUvI5XJT182CBQvYunUrPXv2NPmC3Ih7wql7xnZmQRCo3aY3mVO/obCwgKjUfOKiH6DXa/H0CcC3aj3ytWIGDx7M559/zpAhQ0r58fyZq1ev8v7773PgwIFy24xfFQsLC1q1avWXt/87NGvWjHPnztGlS5dSy62UMgyC0VVaIhbxICEVmaU9tf29UWv03IxJJqvEgFBSgrZEjUZswGAQEItFSMVitAVZZOVakJarBsDNwQJVSjQeLnbYWshJzi5EIlNQpDNgh4jOTYL4RVNMZnI8oTWMwlwSgwZVRhK9Qnzo3fT5x9fGXE6TAFcMBgOpqancjoszaY4kJCSYHo8fP6Z169b/3MF8SqdOnTh16hR169Y1Fdm+KZKTkxkyZAiZmZmcOXOG6tWrk1tYQkJmIem5akCESASd6lVF8qdutCpVqqBWGz+Ps2fPMmXKFLKyspg2bRo9evSo8JapoIJyqPhV/EXe9NSNWq02+YCUx+jRo7l9+zaXL19+qRbHoEGDaNCgATk5OUydOpWJEyfy5MkT5s+fj0aj4c6dO39pH2/evFmqI0IsFrNr1y6OHj3KyZMnyS0s4eTdFOwtzXC2UeJkrSQyTU1ln+rsXDmX+Ph4LKxtCK7XkBo+lbE1NyMluxCAX375hX379pWbRQBjwNatWzdWrlz5Ro/7v5qWLVuyefNmtmzZUkoAzlopp2E1J57kFZGZX8ytmGTQleDmbEeeWkvBk8cE+njwQfeW1K1ZnSfJCWTkF5HxdOql5NENRPFn6fjU6LBPUx+KCwuwkQv0b+FL9Sp2xotgcT7vtfClVU2j3sgfa4+eSfg/c5TV6/UkJSVx4cIFDAYDGzZsYNiwYYSFheHr64u5uTn169dn5syZBAUFoVKpqFevHhMmTGD//v1kZ2dz8ODBf/yYSqVSGjVq9EYDEkEQ2LBhA3Xq1KFJkyZcunSJ6tWrA2BrYcaglv60r+NOq5qVGdzKnwA32zJjeHp6UlRURNu2bRk8eDDDhg3j7t279OrVqyIgqaCC51CRKfmLrFmzhgcPHnD48GGCgoJo0aIF3bp1+8t38AcOHEAul5dbbb9lyxZTYevLimB1Oh39+/fn2rVrBAUFcfr0aVMaWy6X4+rqyrJly1i0aFGZbQ2CQFqOmiKNDldbcywUpU/y9+/fL1OH0bx5czp27Mg777zD+dsxIBKQPnUpFotFSMQi7Ct78fDOZQZ1HUBQgA9yqQS5VEJartpUMPnOO+8wYcIEBg0aVMaNNSsriw4dOjBlyhS6dev2kiP5/5tmzZoxf/58Fi5cyPjx4xk+fDjDhw+ncuXKNAusRFUnKxKfqFi/KYIa/t4IAmg0JYhEIlMnUlD1AI7uXI+vLJPqwfWxt1Swb046SbEZpfRpSkpKsLKywq+SLeO72rLu60E4eHnRNGAoANWqVeO3336jVatWPHr0yKTY27VrV1Omw8HBgapVq1K7dm3s7e3x8/OjV69eeHp64uHhgVKpLPsm/8N58uQJI0aMICoqiiNHjpQ7RWtuJiXI4/nTQ3fv3uXnn39GqVTSs2dPPvjggzeexamggv9GKoKSv0hubi7ff/89ERER3Lhxg2nTpjFx4kQkEglOTk74+fkREhJCp06daNq06UvvjA4ePFhuvcefC1tfxKFDh+jXrx+CILBnzx66du1aZp3Q0FCOHTtWZrlGp2ff1UckZKgQiUAkgo51q5a6A0xISKBq1apltt2xYwf29vbM/uE7AtsOMrXZJiancvDYGRJjH1CUk0aTYH+Sc4pQygVyCkpwtFLg4/p75mXx4sV07dqVx48f4+7uDhhrd7p27Ur37t1NHiX/yYhEInr06EGPHj2IiIhg0aJFBAUFERYWxpgxYwgNDSUp+g4J4fvp2WM1IpFASYkGubk1le3MEQHFOgE7uZ5VS+abXHe9vLzKODxrNBp0Oh1nz57l0aNH5OXlcenSJVq3bm0KOszMzJg8eTKenp706tULZ2dn3nrrLVPQ8TLNj/829uzZw8iRIxk4cCAbN2587fcfHR3N1KlTOXXqFJ999hm7du36nzuGFVTwd6hQdP0LpKamEhQURGZmZqkuimcXgIMHD3L58mViYmLIzMzEYDBgY2ODl5cX9evXJywsjI4dO5q0C44dO0bHjh0BYxHmTz/9RJUqVSguLqZy5cr4+fmVcjP9MwUFBXTv3p2TJ0/Ss2dPNm3a9Ny7skOHDtG1a1c0Gk2pQOl2QhZHbz3G1VaJSCSiRKunsFjLh+1qoHhafFm5cmX69u3Lzz//XGbcdevW8f7777NkzwWSVAKXbz+gsESHmVTE0I4NGNGjJQMGDmTY+K95nKXCxcacIA97lPLScbGPjw8eHh6cOnUKvV5Pnz59kMlkbNy48b825Z2Xl8e6deuYPXs23333HRs3biQxMZEth89x7eETjp+7RGxiKu9064gABLjZce3gWub9PIeUlBTi4+P58ssvOXr0KP369TPVdDx69AgHBwf8/Pzw9PTExsYGJycnmjZtiqenJ+7u7hUXzKfk5uYybtw4Ll68yNq1a2natOlrbf/o0SOmTZvGvn37+OSTTxg3blyF90wFFTyfCpn5N8mePXtYtmxZmWmG5xEREcH+/fs5d+4cERERpKamotFoUCqV2NjYkJ6eTs+ePalfvz4LFiwgJSUFPz8/dDodubm5pKSkPLeOZO3atYwYMQIrKyv27t37UoVSg8GATCbjt99+K1WEuO9qAomZBdiY//46T/KL6BfqSyU7YzGvUqlk2bJlpczJirV6MvKKsDCT0rZlUxIePaZy8/5YOlYipE4QNXy9yCwoIenaEVbPnY5KpXphcHHy5EnatGlDTEwMCxcu5ObNmxw9evQvt3H+J7F69WqOHTvG7t27mT17NmPGjEEQBAYPHsyxk6f5avpMkh8nkPgwkgeRkVy9ehWFQoFUKqWgoIAePXrQoUMHPD09TUHH/8Jx+7v89ttvDB06lC5dujBr1iwsLF5d7C01NZUZM2awefNmRo0axYQJE/4t+jcVVPAfRkVQ8ib5/PPPUSgUTJ069S+PkZmZyf79+/nkk09o3LgxR44cMT13584dJk6cyPHjx7G2tub7779n1KhRpbbPyMigY8eO3Lx5kxEjRrBgwYJXziT4+PjQuHFjNm7caFoWHp3G+cg0k/eM3mAgS1XCh22rY6mQsXbtWgYPHszChQtN0yixaXkcuPYInUHAIAhUsZbwftcWdP9oJp3CWpjGLijSYm0u4/02QcyaNcskC/48AgICEIvFPHnyhOjoaOzs7F7pff2n8+jRIzw9PQGj4mx8fDyxsbHo9XocHBxo3LgxPj4+VKtWDR8fH9zd3fH09OTjjz9mwYIF/3J12v90CgoKmDRpEgcOHGDVqlWEhT1fCfnPZGZmMnPmTFavXs3777/P5MmTcXJy+gf3toIK/quoCEreJK1atWLy5Mm0b9/+b48VGBhIvXr12LBhQ5nnCgoKGD16NJs2bcLS0pJx48ZRUFDA8ePHuXv3Lq6urpw4cYLAwMDXes3hw4dz6NAhkpKSTMsKi7VsOv+QvMISxGIRer1ASIAroQGunD9/nhYtWuDh4UFxcTGpqamUaPUs/e0+5nIJCrkUQRBIy1Uz/4sRdHp/Ak3r10b8VN0yu6CEaq7WbJ47hWPHjpGenv7C/bt06RJNmjTB19e3jHvsfzsTJ04kOzubsLAwU/DxMj2VBw8esG/fvr+l1PvfgFarZdeuXeTn56PVak0PjUZT7v+PHDlCaGgo8+bNe+XsRl5eHj///DOLFi2id+/eTJkypUIKvoIKXp8KQ743hV6v5/r166U8S/4pLC0tWbt2LUuWLGHcuHFMnz4dS0tLQkNDkclk3Llzh4KCgtced9iwYaxcuRKdTmcysbNQyHivuS/RKXmoijR4OFnh7mDBo0ePaN26Nd27d2flypU4OjqyadMmWrTvhk5vQCE3Tg+IRCKUcinOVf3IS4wgrZovVko5Wr0BncFAPW8nQn75BUdHRw4cOPBcafiMjAy2bt2KQqF4qV38fyOzZ89+7W0CAgJM8ur/qxQWFtK7d2+ys7OpUaMGMpkMmUyGXC43/V+hUGBlZWX6u3v37rRp0+aVx1+wYAE///wznTp14urVq3h5ef3D76qCCv73qAhKXpOIiAgqV678L1UDNTc3Z+XKlURERCAWizl06BBg9Hxp0qQJZ8+eLVNLkq/W8DirALlUQlUnS+TS39UmGzRogEwmY/v27fTr18+0XCmXUtvz9zbHgoIC6tSpQ2BgoEnPolu3bkyYMIEH3XshCMZpm2etqhqdASdrcxKuHGXKxHFEJuVgqZBRz9sJVztzwJyWLVsyceLEcoOSn376iR9//JH33nuPhISEf4kM/MmTJzEYDK98carg/x9ZWVnUq1ePli1bsmfPnjfaeltcXMyyZcv48ccfadGiBWfPnv2fDwArqOCf5L+zneEf5PLly29cvOtVawEGDRrEjRs3TH8/yzg0b96c8+fPm5bHpuWx6sQDDt9IZO/VeNadjkZVpC01lp+fX7lTRs8wGAwEBwdjZmbGlSu/+5esXLmSjIwMjuzfTR1vR9Jzi8guKCH9abFrUFUHEhMfUauqA32aVqNTvapPAxIjS5YsITo6uoyA244dO1i6dCk3btxg/vz5/zJfmv379xMWFsbMmTP/Ja9Xwcu5d+8es2fPNom5vYjExERCQ0N59OgRy5Yte2MBiVarZfny5fj5+XHixAmOHDnCli1bKgKSCir4h6kISl6T8PDwN+oM/Dp88MEHlJSUcOHCBdOy3bt38/bbb9OyZUtOnz6N3mDg6K3HWCikuNia42JjTp5aw5WHpes4OnbsyOXLl5/7WmFhYUYJ8du3S3X+2Nvb06VLFz755BNaBbnRo5EXgVVsaV69Eu+18KNlaGOysrKeO66/vz/Vq1cvpTmSmJjIqFGj2Lx5c7k6KP8kc+fOZfTo0WRmZv5LX7eCsgiCwKpVq2jVqhU7d+6kXbt2L/wu3bt3j6ZNm5qsGd5Ep5Fer2f9+vUEBASwfft2tm/fzr59+6hdu/bfHruCCip4BQRBeNGjgj9RvXp14fr1629svICAAOHdd9995fV9fHyEd955p8zyvn37ChKJRNh36Ddh9t5bwrrTUabHst8ihDUnH5RaPy4uTgAElUpVZqyRI0cKEolEuHnzpmAwGITolBxh+8VYYVd4nBCfni88efJEEIvFwvbt28tsm5eX99xxn/Hbb78JIpFISE9PF7RarRAaGir8+OOPr3wMKvjvQ6VSCe+9955Qo0YNISIiQtDpdMKnn34qeHl5Cbdv3y6z/rlz5wRnZ2dhw4YNQnZ2tmA8lf11srKyhLlz5wr+/v5CkyZNhFOnTv2t8SqooIIX8ty4o6Km5DXIy8vj0aNH1KxZ89+2D927d2fNmjVllm/evBmZTEaPbp355JddWJt7m0TPCop1eHtYl1rfy8sLmUxGixYtmDt3Ls2bNweMJntLly5l9+7dBAcHczshkyO3HmNpJkMAolPz6Fq/Kp07d+bjjz8uU4xqbW2NTCbj9OnTzy1mDQsLw9XVlTFjxlC9enUUCgWffvrp3z84FfxHYTAYiIqK4urVq3z//fc0bdqUK1eumEwuZ82aRe3atWndujVjxozB2toaiUSCSqVi/vz5rF+/nnbt2pXqInsdBEHg4sWLLFu2jH379tGpUyeWL19Os2bNSokiVlBBBf86KoKS1+Dq1av/iBOp8Br6Ep988glz5hiVPCtXrlzquXXr1iGVSln+3ScM/vxn3J7K1lsr5TTwdS617u7du9HpdOTl5dGyZUsUCgU1a9bkypUrzJw5k27duiEIAhcepONgqcDsaYAjk4i5GJXOqlWrcHFxYceOHWUCE3t7e86dO/fcoATgq6++YsyYMZw9e5abN2/+16q1VvA7OTk5nDp1iitXrnDlyhWuX7+Oo6MjDRs25Lvvviu326p///5Ur16dDRs2kJOTg8FgwGAwcOjQIerXrw8YrQheJ4jIzc1l/fr1LF++HI1Gw/Dhw/n5559xdHR8Y++1ggoq+GtU6JS8BjNmzCA3N5effvrpjY1ZvXp1goOD2bRp0ytv4+DgwAcffFBmP7JUxSRkqJg/72d2bl7HT/MW81ar5ng6W5uyJmC8Q7W3t6ddu3Zs3bqVkpISli5dyo8//ohKpTK1GRsEgbn77+BopTBpjuj0BgqKtYztWJPOnTtz69atMneqDRs2xM7OjqNHjz73PWRnZ+Ps7MyKFStMNQEV/Pdy4MABhg8fTp06dWjcuDENGjSgQYMGJrPIv8OdO3cIDg7GYDA8dx1BELhy5QrLli1j9+7dtGvXjg8//JCWLVtWZEUqqOBfz3N/dBW3p6/BgQMH/l8UvLVq1Yrdu3eXWhaZlMOvp6I4eS+FWm360Gno54wf9T73Lp0oFZAAjB49Go1Gw/r16wFjgeBHH31ETEwMJSUlzJkzBwCxSESAmy2ZqmLTfF+mqpjAKkaF1dWrV5OamlpmX2rUqMHDhw+fu/+CIDB8+HBGjx5dEZD8l1NYWMiIESMYN24c27Zt4+DBg3z11Ve0b9/+jQQk8OJMSX5+PkuWLKFOnTq8++67BAQEEBUVxZYtW2jVqlVFQFJBBf/PqAhKXhFBEAgPD39hG+2/io8//pi4uDg0Gg1gzF6cuJuErbkcV1slLrbmhDRtRp8Rk+jTpw9bt241bZuYmMjy5cv55ZdfyvjpWFpaMmrUKL7++mtTO2bLoMq4O1qSkV9MRn4x1VytCQ1wBcDZ2Zl27drx0UcflRqncePGL1RtXbFiBQ8fPqxow/0v58qVK9SpU4fi4mJu3bpFaGjoP/I6RUVFZab/rl27xrBhw6hatSonTpzgp59+IiYmhkmTJuHs7PyckSqooIJ/Oy+qgv1XluL+f8ZgMAgff/yxAAgKhULQ6/VvbOyAgAChb9++r72dmZmZsGzZMkEQBCFPXVJux82vJx8IEyZMEMRisbBhwwZBEAQhODhY8Pf3f+64Wq1WsLCwEMaMGWNaZjAYhNzCEiFPXVJm/dTUVEEkEgl79+41LYuOjhaAco9TRESE4OjoKERGRr72e67gPwOtVit8++23grOzc7kdWm+aQ4cOCTKZTFCpVMKyZcuEunXrCp6ensKMGTOElJSUf/z1K6iggtfmuXFHRVDyEgwGgzBu3Dihfv36wpMnTwSpVCqsWbPmjY2vVCoFHx+f194uJCRECAkJEQRBEHR6g7DkyD1h6dEIU1Aye88t4eTdJEEQBGHy5MmCSCQShg4dKohEIuHBgwcvGlqYO3euIJVKhby8vFfal/bt2wseHh6llolEIuHmzZullhUVFQk1a9YUVqxY8YrvsoL/NB4+fCg0btxYCAsLE5KSkv6x1zEYDEJaWppw/PhxYfjw4QIg2NnZCd26dRMOHz4s6HS6f+y1K6iggr/Nc+OO/8lC18uXL3P16lVUKhUqlYr8/HzT/1UqFR07duTw4cN4eXmhVquJjo7m6NGj2NraEhYWRnJyMvfv3//b+7FhwwYGDhwIQFRUFL6+vq+87fLlyxk3bhzFxcUAJGTks+dKAjq9ACIBOwsFfZr6YKkwdgp9+eWXzJgxg169erF9+/aXju/i4kKTJk3K1IuUR2pqKm5ubuzdu5cuXboAYGNjw9SpUxk/frxpvbFjx5Kens7WrVsr5vL/yxAEgdWrV/PZZ5/x5ZdfMnbs2DfWUVVUVMTNmze5e/cu9+7dMz0MBgM1a9YkMDAQMzMzPv300wpzvAoq+M+gwiX4GY8fP6ZOnTr07t0ba2trrKysSj0UCgXffvst165dY/r06WRmZvLtt99iY2MDGOeqGzZsSFpa2gvnplVFWnILS7C3MsPCrPwWYjc3Nxo2bMj9+/dxcXHh7NmzZdYRBIEn+cWoijQ4WSuxNjfWgWg0GhQKBWfPnjXN1RcWa3mcVYhcKsbd0RKZxHhRSEpKYsCAAZw+fZpVq1bxwQcfmMbXGwRScwrR6gxUtrcwtf7u3r2bnj17Eh8f/0oqq+3atSMqKoqEhATA6H4cHBzM5s2bAaOc+9ixY7l169YrO7JW8J+BVqslICCAlJQUrl27Ro0aNd7IuAaDgQ0bNvDFF19QqVIlatWqRVBQkOnh6upaEdxWUMF/JhVByTN69OhB7dq1mTp16nPXKS4uZu3atQwdOhSJRFLmeWdnZ7p168aKFSvKPCcIApei07kYlYYYEYjgrSA3gr1KayDs3buXt99+m7S0NO7du0ebNm1ISEjAw8PDtI7eIHDkViKRj3MQiUQICLSpWcU0lq+vL7Vr12bHjh1l9sNgMLB48WLmzZtHbGzs/7V353FRlnsfxz+zMDCALLILLoiCippJarjhVu5KedK0fDyWaWbHXE4HnzI7ps/pWNZJrdRcMI91Oi3u5a4oobkroigqi3kQnZEdBhhm7ucPcmwOi1ZWgL/36+Ufcy/Xfc/9etV8ue7r+l0AttB148YNoCLEfHkoFWOBCVDh6KBmxMMhBPywVk1oaCje3t4cPHjwDk8VMjMzCQoKYuvWrQwaNIjhw4ezefNmPv74Y/r27UtERARfffUV3bp1u2Nbom45d+4c4eHheHp6kp2dfU/aTEhIYNq0aWg0Gt57773fbWkHIcSv4v6eEpyTk0NiYiJLly4lKSmJmJiYGo93cnJi0qRJVQYSgPHjx/P5559XuS8r10TC+Sy8Gzjh467Hw8WR3YlXySkstTtu2rRpPPLII/j6+tKnTx+aNWvGs88+a3dM2vV8kq7k4OOux9ddT0NXJ/ac+Q/5popZN9HR0ezbt8/unBMnTtC/f3+cnJyYOXMmrVu3JikpCZ1Ox+LFi8nJyWHJkiUAHL54A2NBCb7uzvi661GrVGw7ccVWzO2TTz7hu+++4+jRozU+L4BGjRrRt29f25o2zZo1A+C9996zrXUjgaR+urVukMVi+cVtpaenM2rUKEaPHs306dM5ePCgBBIh7iP3RSjp2LGjbWpsbGwsTk5Ov6i9119/ncLCQrZt21Zp33+yi1ABmh/ep1e8QlGRlVtsO2bPnj1kZGSwcuVK27b333+fPXv2kJWVZdt29YdXMeofuqgdNGpUgCGvYhzJjBkzyM7OJiUlhZiYGPz8/HjooYe4cuUKS5cuxWQysWXLFgICAigrK+MPf/gDzz77LK+88gpWq5XU6/m210EArk4OZBeVUlxWMR24U6dOPPzwwzz11FN39VxiY2PJyMhgw4YNbNy4kV27dnHkyBFbF7yonwwGAz4+Pne1qm91CgoKePXVV3nooYcIDw/n/PnzjBkzRir9CnGfuS/+iy8uLiYuLo64uLh78te6s7MzHTt2rPKH1k3vYPfOq6LXQcHF8XZF/ylTptC9e3caN25s2zZo0CCCgoKYMGGCbVvDBo6UW25XqbQqChZFwf2HIBEQEICrqythYWEsX76c4cOHk5WVRXJyMs8++6ztf+hbtmzByckJV1dXFi9eTHl5ObNnz8bXXU9x6e0fkrJyK3oHjV2xtc8++4xLly6xfv36Oz6XoKAgevfuzahRo4iKiqJfv35otVqGDh1aba+TqPsMBgMBAQE/q6fEYrGwevVqwsLCuHr1KqdPn2bOnDm29W+EEPeXeh9KYmNj0el0toGq98qzzz7LqVOncHR0pFu3bqxduxar1Uoz3wb4uevJyikmt6iUrFwTTbwbEOjlClTM/ElJSWHVqlWV2vzHP/7Btm3bbO/lwxp54OOmJyu3GGN+Cddzi2nf1AuvBreXaNdoNEycOJHc3Fw++ugjfH19MeRXvEJKOJ/FzYIS9u3bZ1snR6fTERMTw7vvvktEcENUKriRZ8KQZyK3qIxebRvZenkAmjRpQnR0NM8///xdPZeXX34ZtVrNwoULf/azFXWL0WgkKCjoJ4eS/fv306lTJ1atWsWmTZv4+OOPZfaMEPe5ej3QddWqVfz1r39lz549hIaG3tO2L168SFhYGB999BErVqzg5MmTWK1WwsPDefp//kjPISPJLrIQ6OVCq0APdNqKnoIHHngAnU5X7TiNgIAAunbtyldffQVAqdnCxWt5ZBeWEOTlSjPfBrbXOVarFa1Wy+nTp20rF6ddz2f94bSKgbGKgkoF6xbMJNBTz5YtW2zneXp6MmLECN57fxkXMnMpNVtoEeCOv0flv1Dz8/Px8vLi7bffZtq0adU+E4vFQmRkJM8//7zdDB9Rv7300kuUlpayYsWKuwomqamp/OUvf+Ho0aO89dZbjBw5UmbRCHF/uT9m35jNZt566y1UKhVFRUX885//ZM+ePT+p/sfdslgsaLVacnJy8PDwwGq1smXLFpYsWcKhQ4cwmUyEhIQwcuRIZs6cScOGDUlKSqJ9+/acPHmy2jV01q1bx7hx48jJycHNza3Ge/j222+Jioqy+yGI3XueUrMFlx/qkxSazLy/+B8M6fEgYV364qjV0KmFD3s3/5sXX5yC0Wi8qym6U6dOZdWqVeTn59u9iklLSyMhIQFFUThx4gQnTpwgLi5OfmTuI2PGjKF9+/a2sUrVyc/P5//+7/9YuXIlM2bMYMaMGej1+t/wToUQtcT9Mftm/vz5bNu2jby8PAwGA3v37v1VAglUvDbRaDScPXsWALVazfDhw9m1axdpmUY279xP23bt+fDDD/Hy8iIoKIhHHnmE8PDwGhf1e/rpp/Hy8mLy5Ml3vIctW7bYLbeuKAo3C0vR/2j8ipNOg963OZqAcMzlVvJNZWw4kkafYaPw8fFh3LhxtmNvraVTlXfffReAmTNn2q61cuVKOnfuzNdff83OnTvJyclh1apVEkjuM0ajkeDgYKr7A8disbBixQrCwsIwGAwkJSXx6quvSiARQlSivfMhdcOhQ4dYvnw5J0+eJCAg4De5ppOTE+fPn7cNni0xW9hyNJ0MYwEq3Og/6Q2Wx64jJ+sKCxYsIDY2lnnz5tnOLyu3cPVmERq1isCGLmh/KHY2f/58XnjhBVasWFHtgD+j0cjatWvx8fGxbVOpVAT7NODqzUIaNqiYYZScegWNg47Qpv52Y0WOXLrBhx9+yIgRI3jmmWc4e/Ysx44dw9XVFX9/fxo3bsySJUto3bo1AFqtlnnz5hETE8O0adOYPn06aWlp7N+/nzZt2tzbByvqFIPBQPPmzQEoLy9Hq739v5W9e/cyffp03N3d2bp1KxEREb/XbQoh6oB60VNSUFDA008/zdKlS3+VQHKrJv9/c3V15dKlS7bPJy4bSL9RgK9bRV0Ri1Vh6/EMQkNDWb16NRqNxlbt8kaeiZW7k9lwOI0vDl1mzb4L5BVX9FRMnDgRNzc3XnzxxUrXLCwsZPTo0fj5+VFSUkJycjIXL1607e/TLhBnRwdu5Jm4nmci6/sMrKZcu94LjVpFmdnKY489hqIoxMbGcuTIEa5du0ZGRgYbN25k8ODBDBs2zK4Y1owZM3B0dCQ0NJSWLVty+PBhCSQCg8GAn58fUFETCCrGXEVHRzNhwgTmzJnD/v37JZAIIe6oXoSSl156id69e/PYY4/d03bLyi3sOXOVRV+f4YPtZzl88TrWH4UTT09PMjIybJ8vXsvDzVlnCwAN9A7kFJZSWFIx7dZqteLr64uiKOw8/T1WBXzd9fi5O5NvMvNt8jVbW3PmzGHdunW2tW3Kysp4/vnn8fT0ZNeuXcTGxpKTk8MDDzxA7969be/yPV0dGd8njCe6hjCqawj/Sfg3enMexvySiinFViu5haW0b+bFm2++afd9NRoNHh4etG7dmunTpzNs2DBGjRplqz9x4cIFtFotH374IW+99RaOjo6I+5uiKBiNRry9vVGpVKSnpzNz5kwiIyOJjIzk3LlzjBgxQl7pCSHuSp0PJXv27GH79u28995797ztfUmZHL9sxN1Zh16nIe7sNU6nGW37fX19yczMtH1u6OpIifn2oNNyq4JWo8bRoeIxK4pSUWTKqnAtpxg3/e01cTxcdKTfKLB9njp1Knq9nhkzZjBr1izc3Nz49NNPWbhwIUaj0baQ3969ezEajXZTdrUaNU28XWns7cqF8+cJ99UQ4ueGMb+EnMJSOrX0Q8m5YldnxWKx4OXlZff9FyxYgNlsJjY2FovFwvjx45k3b55dLRVxfyssLESj0aDTVYTxfv36kZ+fb6uc/EsLFQoh7i91PpS0bdsWrVbL7t2772m7ZouVs1ey8XXXo9Wo0Wk1eLroOJl203ZMo0aNbOvIAHRu6WtbQC+7sARjfgldw/zQaTUUFRUBFa98tGoV7s46TGW3A0xRiRkf99sD/9RqNdOnT2fp0qUsWrSIWbNmkZuby0svvWR3nx4eHqxdu5aVK1dWuaDfjRs3GPhIH6K7BDNlYFumDGxLWEPo3OkhANauXYuiKFVWztRqtQQHB6PRaFi0aBEODg62MvJCQMWrG5VKRYcOHWjZsiW7du1ixYoV+Pv7/963JoSog+r8QFc/Pz+++uorBg0aRHh4+L2dbaOCilnRFV3PigI/7oVu0qQJcXFxt+/Fw5n/6RXK2SvZFJdZCGvkQVOfiqJpBoMBwPbj37ddIBuPpFNYYgZAq1HRs7X9eBi9Xo9eryc/P99u8OB/GzlyJGvXrmXo0KEYDAZ0uoqKr9evX8dsNvPoo48C2Cq1njt3znbu4MGDa3wEV69epbi4mL/97W8cPnxYyn4LOw4ODrRq1YrZs2czfPhweU0jhPhF6nwogYo1Wpo1a8aECRPYv3//PWnTQaOmfRMvTqQZ8W7ghFVRyC0qZWDH26XhW7RoQUFBgd15DV2d6NGmUaX2DAaD3Q96iL8743qFcSkrF41aTcsAdzxc7MdobNiwgU6dOtUYSG7ZuHEjPj4+DBs2jO3btwMVU4adnZ0rdaGrVCp69uzJpk2baqxRkpaWxvHjx0lOTmbOnDmEhITc8T7E/aVx48YcO3bs974NIUQ9UW/+7A0PD+fAgQO88cYb96zNqLaNeDjUl6LScsotVvo9EETbJrfHXbRu3do2EPVOjEZjpfVfvN2ceDjUn04tfCsFEoAzZ87wxBNPVNpeVm7hWk4x+cW364potVq++eYbdu7cySeffALAvn37qizbrVKpUKvVNQaSvLw8hgwZQsOGDWnevHmVM4GEEEKIe6neVHSNiYkhISGBgwcPsnv3bvr06fOrXzMnJ4eGDRtisVhqfK1htVrp2bMnCQkJDBw4kHXr1tGwYcMa205JSSEsLIzCwkJcXFxs29Nu5LP1WAZl5VYURaFDM296twtEo67oNp8yZQorV64kMzOTqKgoQkNDKy2mt337dgYOHFjtfZeXlzNkyBAUReH48eN89913tGjR4qc8GiGEEKI69b+iq4uLC7169WLEiBEMHjwYo9F455N+IU9PT6DiNUd1rFYrXbp04dixYyxatIjExER8fX0ZP358jRVUly1bho+Pj10gKSu3sOVoBo4OGnzd9fi46zmeZuByVp7tmA8++AB/f3/69OnDlStX6NmzZ6W2b5WvnzNnTpXXfuqpp7BYLOTn5/Paa69JIBFCCPGbqDehpFevXqxcuZK5c+fi7+9P+/bta/zRv1d0Op2t1PyPFRcXExMTg5ubG4mJiZw9e5apU6dy9epVli1bxvr163Fzc2P27NlVrheybds2unbtarfNkFeC2WpFr6sYY6JWqdA7aLl8Pd/uuLi4OM6ePUtBQQHDhw+3bVcUhc2bN9tK2P93+wAffvghn3/+OQaDAa1Wy5/+9Kef/lCEEEKIn6HehJKePXvy1ltvMXDgQDZs2MC1a9fw8/Pj1KlTv+p1nZ2d7SqqHj58mJ49e9KgQQOWLVtGmzZt0Ol0doNEJ0yYQE5ODrNmzWLhwoV4enqyfPlyu3YvXbpkq0Vyi95Rg2JV7Aq4mS1WPJx1dscFBwfbekECAwNRFIXdu3cTGRnJq6++yty5c7FarXh7e7NmzRrmz5/P5MmTGTZsGG+88QZjx47lzJkzrF69WmbbCCGE+M3UmzElt7zzzjt88sknnD59mlatWnH+/Hnmz5/P//7v//4q12vatCkDBgygUaNGLF26lBs3btC2bVvmzp3LY489Rn5+Pu7u7pw5c4a2bdtWOr+srIwpU6YQGxuLr68vH330Ea6urvTt2xez2VwpFHxzIoMzGdk4O2opK7ei12l4OioUN72uUtsuLi4888wznDlzhszMTObOncuoUaNsbQYGBhIREUF4eDiBgYEEBQXx4IMPMnbsWAYMGGBXXE0IIYS4R6qvHXBrXZdq/tU55eXlik6nU/R6vRIbG6u88847ilqtViIjIxWTyXTPr9e8eXMFUFxcXJQ//vGPyvXr1ysd07hxY2XcuHE1tpOTk6MMHjxYUalUiqurq9KkSZMqjyu3WJSkKzeVTUfSlPjka0peUWm1bT7++OMKoLz99tuK2WyutH/YsGHKv//9b7ttixcvVrp166aUl5fXeL9CCCHEz1Rt7qh3ffMajYaAgADUajWpqanMmDGDxMREUlJS8PX15dChQ7/4GpmZmaxbt44pU6aQnp7Oiy++SGFhoa23478NGTKE7du3k1NYysHzWexLyuQ/N4vsjvHw8GDr1q1cvnwZnU6Hu7t71d9PrSa8cUOGdWpG91b+uDlX7iGBikUKU1NTGTduHH/+85+rrHXStWtXDh48aPt8+fJl5s6da1s8UAghhPgt1btQAhUFnQC+//57oKKGSVZWFt26daNbt268+uqrd2yjrKyMvXv3MnfuXKKjowkPD8fT0xONRkNgYCDPPfccmzZtwmq1MmnSpBrbevnll8krsfLR9tN8l3KdU2lGPo2/SGL6zUrHBgcH88wzz9iVr/+pzGYzTzzxBJ06dSI2Nrba434cSqxWK8888wyvvPIKoaGhP/vaQgghxM9V78aUQEUIKSgooE2bNrbqprcsX76cKVOm0K5dO/bv38/169fZu3cvhw8f5ty5c1y5coXs7GxKS0vRaDS4u7sTGBhIWFgYHTt2JCoqis6dO9t6HgICAhgxYgTvv/9+pftQFIWrN4vIyi3m2Rmv07ZDBAP7VkzRLSu3UFxazgsDwtH817iRuLg4+vXrZ1ud96dQFIXx48dz8+ZNNmzYUGM1WJPJhLe3NwaDgdWrV/Ppp58SHx8vvSRCCCF+TdWOKakXZeZ/LD09HYPBQOfOne1W8L1l0qRJ9OvXj8jISNsrEhcXF3x9fWnevDlPPvkkXbt2pXfv3pVWza1Kjx492LlzZ5X7KlYZrliwrFF4V65mZ2OxWtGo1Tho1JSWWykxW3BxvB1KMjMz2bx5MxaLhcOHD9OlS5ef9P1fe+01kpOT2bt37x3L0+v1eh555BF69OhBRkYGCQkJEkiEEEL8bupdKNm2bRsDBgzA2dmZpKSkKo8JCQnh4sWLeHh4EBcXR1RU1M++3vjx4xk6dChWq9VupszNghJOpBrxddejVqsIbezNiZQSDHnF+Hu6km8y49PACWedlsTERBYuXMj27dsxGAx4eXnh6urK/Pnz2bJly13dR3p6OgsWLGDPnj0kJCTYFV2ryfr169m8eTMAYWFhP/0BCCGEEPdIvRtT8s033zBo0CCaNGlSabG8H3N3d6d9+/a8/vrrv+h6/fv3B2DXrl1223OLSlGpQP1D+fcOYcFYSos5mZzKjTwT31/J4LNFr+Hm5kaHDh3Yv38/o0ePJiMjA6PRyNtvv82OHTvu+Arn1KlTjBkzhoiICNzd3fn222/x8fG56/tXq9VER0cTHR390764EEIIcY/Vq1BiMpnYv38//fv3p3nz5hQXF9d4fExMDN9+++3PGrtxi1qtJjg4mNWrV9tt92rghKIoWH6o1qrVqHCyFhP/2WLmT36cd196gu8vneOVV14hPz+fjIwMFi1aRJMmTQCYOHEiGo2Gd999t9I1FUVh79699O/fn8GDB/Pggw+SmprK3//+9ypn/wghhBB1Qb0KJfv37+eBBx7A09OT0NDQO5aZf/LJJ3FwcGDRokW/6LqPPvoo8fHxdts8XBzp3joAY34J13NNXM8zUXAtFa2DljF/XsDfPkvgzditTJ3xZ1xdXSu1easH48f3ZrFY+OKLL+jcuTMvvPACo0aNIjU1lZdffrnaKcRCCCFEXVGvZt8sXLiQjIwMlixZQlFREa6urpjN5hoHfEZHR3PmzBkuX778s6+blJRE+/btKS4uxsnJyW7fzYISbuSZSEtJ5qnxzzH5rx/Qook/Go0KY34JzXwbMOLh5lW2m5mZSVBQEPHx8Zw5c4aFCxfi6+tLTEwMQ4cOlRLwQggh6qL6v0owQNu2bW2L47m4uKBSqe4YNt58801SU1O5evVqjceZLVaM+SWUmC1VXtfR0ZFPPvmk0j6vBk60DvLkL1Mn0q77ABo38sFBq0atUuHj5kTajQKKSsxVXtPPzw9nZ2eioqL4+uuvWbNmDQkJCQwfPlwCiRBCiHqnXv2yRUREcOLECW71/jg4OHDhwoUaz2ndujV6vZ7BgwdXe8ylrDyW7TjLx3EXWLrjLCdSDZWOadOmDf/617+qPD8hIYFz584xauQTdovpKVTERZWqcmi0Wq1MnDiRdu3asWPHDrZs2UL37t2rPFYIIYSoD+pVKPHx8cHNzc22MrCTkxOpqal3PM/BwYHExMQqx5YUlpjZcjQDJwcNvu563J117DnzH7Jy7AfRDh8+nGPHjlXZ/oQJE4iMjGRAl9YUlZRTVGKm1Gzheq6J1oEeODvav15SFIUpU6aQkpLCrl276Nu3710+ASGEEKLuqlehBGDWrFn069ePF198EUdHRzIyMu54TmlpKdHR0cyYMYNz587Z7buWU4xFseKkqwgODpqKVy/pRvvpxhMnTiQvL69SefgDBw5w4cIF1q5dS3M/N4Z1aoqTTovZYqVrmB/NG5Tx/PPPM2/ePEwmE4qiMG3aNE6ePMnXX39d5SBYIYQQoj6qd6Fk8ODB9OvXj1WrVlFSUnLHsSJQsVbM7Nmz6dKlCz179rSbIuzoULnCqaIoOOvsezf8/f1xd3dn+fLldtsnTJhA9+7dCQkJQaVS0SrQkz/2DmPEgz6sfvtVuneNxMfHh9OnTxMeHs7YsWNJSEhg+/btuLm5/cynIIQQQtQ99SaUpKamMn78eDp27EhwcDDp6elERESQlZVV43lWqxWr1UrLli3Zu3cvZWVlDBkyxLY/sKELAR4uZOUUU1hi5kaeCVe9jpYBlafgRkREsGnTJtvnPXv2cOnSJT7++GO740pLSxk+fDjOzs5cvHiRefPm8eWXX7Js2TJUKhU7d+7Ew8Pjlz0QIYQQoo6p01OCLRYLiqKg1Wp58MEH6d+/PzExMXh6egIwevRoTp06RXJycrVtpKenExwcbBsce/jwYbp27cr777/P5MmTASgpK+dU+k2uGArx89DzYHNv3PS6Sm2tWLGCqVOnYjKZAGjRogWNGzdm3759dsdNmjQJo9HIl19+KQNXhRBC3G/q35Tg8vJyxo4di4ODA5MmTSIjI4P58+fbAglAUFAQeXl5NbZz6dIluzomXbp0Yfbs2fzpT3/i4sWLADjptDwc6sfIbiFEhTeqMpAAjB07lpKSEpKSktixYwepqamVekk++ugj4uPjWbNmjQQSIYQQ4kfqbCiZP3++bQpuWloao0ePrlQkLTg4mMLCwhrbSU1NxdHR0W7b3Llz6dChA927d8f6Q5n4u+Hk5IS/vz/Lli1j8uTJ9O3b11Y2HuDQoUPMnj2bjRs30qBBg7tuVwghhLgf1MlVgvPz8/nggw8YMGAADz30EPPmzavyuJCQENurlOpkZGRUuaJuXFwc/v7+PPbYY3bjRO6ke/fufPbZZ2RnZ3PgwAHb9mvXrvHEE08QGxtLaGjoXbcnhBBC3C/qZE/J0qVLefTRR9m2bVu1gQQqVu4tLy+vsbcjMzOzylkurq6ubN++nS1btrBq1aq7vrfx48dz8+ZNHn30UYKCggAoKyvjD3/4A5MmTaqxSJsQQghxP6tzA12Li4tp3rw5u3fvpm3bttUed/ToUR5++GGsVitnzpyhbdu2FJWYOXDuGhcyc3Fz1tGjdQBTn3mSmzdvcuTIEayKUqnC6qxZs3jnnXdISUkhODjY7hpms5mzZ89y/Phxjh07xvHjx0lKSsJkMvHdd9/RpUsXACZPnsy1a9dYv369lIcXQghxv6s/A13/+c9/8vDDD1cKJBarQlZOMTfyTJhMJvr160e/fv1wcXHh4MGDKIrCxiPpnLuag4eLjrJyCxuPpJFtsuLl68+Ok9/z3tZE3t92liMXr9vKwf/9738nPDycbt262Xpcbty4Qe/evfHw8GDMmDHExcXRqlUr5syZg9VqRavVkp2dDcDKlSuJi4tj7dq1EkiEEEKIGtS5MSW5ubmVxmRkF5bw1aFUMnOKKTVbOLRnKzq9K19//TUhISGcPHkSY0EJ13KL8HXTo1KpcHFUU1JmodTRiwYhrUm8chMfNz0Wq5V9SZk46bS0b+oFVFRlDQgIYOTIkaxbt47o6Gh69OjB5s2b7QasGgwG2rRpw8mTJ9m0aROurq688sorxMfHSyE0IYQQ4g7q3J/upaWl5Ofn2z4risK2k1c4dzWHaznFnE/9HrNbEya/9QkajYagoCAuXLiAogCKyu7VjEqlotRsxsEzCF93PRq1Cp1Wg7uLjlNpRttxbm5ubN68mfXr19OrVy8aN27Mm2++WWkGjY+PD8ePH2fNmjWkpqbSq1cvVq5cSVhY2K/+XIQQQoi6rk71lJw6dYolS5YQHx9v21ZWbiUlMx9TmQXKS7iafommzULILITruSZCQ0M5cOAA3m5O+HnoMeSX4NXAkVKzhbJyCzfTzuI66InbS/YCigLq/6oh0rdvX3r16sWFCxfYt29fta9iVCoV48aNY9y4ceTk5NjVTRFCCCFE9epMT4miKIwcOZIlS5bQqlUr23atRo2iKFgsVk6fTsTd3R3/gAAcHTRkF5XywAMPYDQaUatURHcOpoW/G8b8EgCGRDQl5+pFWjVy53qeibJyC6aycvJNZiJCfOyu/9lnn5Gamsrx48fR6/V3dc8SSIQQQoi7V6d6SgoLC4mMjLTbplGr6N7Kn7f/fQC1gyMtwtpgtlgI8HChoasjkZGRtgJqDfQODOvUDEVRbK9xysvLGRYZxn9MOhIzsnHUahj4YGNaBXrYrvHdd98xdepUdu/ejb+//2/2fYUQQoj7SZ0JJSqViq5du3Lw4EGaNm1qty95/0bSjhymV/RYnB0d8HBxpGsrf/zc9Xh17IjVasVoNOLt7W1rC7CNTQlu2oQQtZqebRpVum56ejqPP/44sbGxtG/f/lf+lkIIIcT9q868vgGIjIzk4MGDdtuSk5OZOXM6Y6NC+euYbozv04oJ/VrTp20jVCoVDg4O6HQ6EhISKrWXkpKCWq2udnxIfn4+Q4cOJSYmRoqeCSGEEL+yOhVKbvWU3FJeXk5UVBQRERG8PmcOQV6utG3SkABPZ7tZNu7u7hw5cqRSe5cvX0anq3pxvaKiIp588kl69OjB1KlT7/2XEUIIIYSdOvP6BqBjx46cP3+ewsJCXF1diY6OxmQysW/fvhrPCwgI4Ny5c5W2Z2Rk4ODgwI4dO0hJSeHChQu2fwaDgaFDh7J48WJZzVcIIYT4DdSpUOLo6EiHDh04evQoly9f5ptvviE+Ph5nZ+caz2vevDmXL18GID4+niVLlnD+/HkuXLiATqdjwYIFhIWFERYWxuDBgwkLC6Np06ZoNJrf4msJIYQQgjoWSqDiFc5XX33FsmXLiImJoVu3bnc8Jzw8nPj4eGbOnMm//vUv5s6dy6xZs2jZsmWlAmhCCCGE+H3UuVASFRXF0KFDadeuHW+++eZdnePv78/Nmze5cuUKiYmJtlk4QgghhKg96tRAV4DBgwczbtw4CgoKSE5OrvFYs9nM3LlzeeONN1iwYAGff/65BBIhhBCilqpzPSUqlYo1a9bw8ccf06tXL7744gt69uxpd4zVarUVPPP29ubkyZMEBgb+TncshBBCiLuhUhSlpv017vy97d69mzFjxrB48WL69+/Pzp07+eabb9i+fTve3t689NJLPPfcczJ7RgghhKg9qv1RrtOhBCAxMZEhQ4aQm5tLVFQUgwYNYuDAgTRr1uz3vjUhhBBCVFZ/QwlAcXExKpXqrhfKE0IIIcTvpn6HEiGEEELUGdWGkjo3+0YIIYQQ9ZOEEiGEEELUChJKhBBCCFErSCgRQgghRK0goUQIIYQQtYKEEiGEEELUChJKhBBCCFErSCgRQgghRK0goUQIIYQQtYKEEiGEEELUChJKhBBCCFErSCgRQgghRK0goUQIIYQQtYKEEiGEEELUChJKhBBCCFErSCgRQgghRK0goUQIIYQQtYKEEiGEEELUChJKhBBCCFErSCgRQgghRK0goUQIIYQQtYKEEiGEEELUChJKhBBCCFErSCgRQgghRK0goUQIIYQQtYKEEiGEEELUChJKhBBCCFErSCgRQgghRK0goUQIIYQQtYKEEiGEEELUCto77Ff9JnchhBBCiPue9JQIIYQQolaQUCKEEEKIWkFCiRBCCCFqBQklQgghhKgVJJQIIYQQolaQUCKEEEKIWuH/AV8H0D0ubi0rAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "boros = gpd.read_file(gpd.datasets.get_path('nybb'))\n", "\n", "ax = gplt.voronoi(school_points.to_crs(4326), \n", " projection=gcrs.AlbersEqualArea(),\n", " clip=boros.to_crs(4326).simplify(0.001),\n", " figsize=(8,8),\n", " zorder=0)\n", "\n", "gplt.pointplot(school_points.to_crs(4326), \n", " alpha=.5,\n", " ax=ax)\n", "\n", "ax.set_title('Voroni Map of Schools in NYC', fontsize=20)\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 9.6 Quadtree Map" ] }, { "cell_type": "code", "execution_count": 104, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# reading in nyc boros geodataframe\n", "boros = gpd.read_file(gpd.datasets.get_path('nybb'))\n", "\n", "ax = gplt.quadtree(school_points.to_crs(4326), \n", " nmax=1,\n", " projection=gcrs.AlbersEqualArea(), \n", " \n", " # clipping quadtree map to boros shape\n", " clip=boros.to_crs(4326).simplify(0.001),\n", " facecolor='lightgray', \n", " edgecolor='white', \n", " figsize=(8,8),\n", " zorder=0)\n", "\n", "gplt.pointplot(school_points.to_crs(4326), \n", " alpha=.5,\n", " ax=ax)\n", "\n", "ax.set_title('Quadtree Map of Schools in NYC', fontsize=20)\n", "ax.set_aspect('equal', 'box')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 10. Relationship Tests" ] }, { "cell_type": "code", "execution_count": 105, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/2_/t32jmn4n7cs9v7ll96cqlmn00000gn/T/ipykernel_46579/2481497955.py:3: UserWarning: Geometry is in a geographic CRS. Results from 'centroid' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n", "\n", " nta_shape['centroid_column'] = nta_shape.centroid\n" ] }, { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometrycentroid_column
0QN0877412747.7604081St. Albans45401.3169155Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...POINT (-73.76315 40.69120)
1BK6920528197.0577047Clinton Hill23971.4662361Brooklyn3MULTIPOLYGON (((-73.95337 40.68064, -73.95328 ...POINT (-73.96236 40.68797)
2BK4617782095.6686047Ocean Parkway South21975.9967416Brooklyn3MULTIPOLYGON (((-73.97075 40.62563, -73.97047 ...POINT (-73.97033 40.61731)
3BX2825666124.7136005Van Cortlandt Village21945.7195842Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...POINT (-73.89562 40.87651)
4QN5582461393.5232081South Ozone Park36708.1692925Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...POINT (-73.81946 40.67616)
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" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.7604 081 St. Albans 45401.3169155 \n", "1 BK69 20528197.0577 047 Clinton Hill 23971.4662361 \n", "2 BK46 17782095.6686 047 Ocean Parkway South 21975.9967416 \n", "3 BX28 25666124.7136 005 Van Cortlandt Village 21945.7195842 \n", "4 QN55 82461393.5232 081 South Ozone Park 36708.1692925 \n", "\n", " boro_name boro_code geometry \\\n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Brooklyn 3 MULTIPOLYGON (((-73.95337 40.68064, -73.95328 ... \n", "2 Brooklyn 3 MULTIPOLYGON (((-73.97075 40.62563, -73.97047 ... \n", "3 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "4 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... \n", "\n", " centroid_column \n", "0 POINT (-73.76315 40.69120) \n", "1 POINT (-73.96236 40.68797) \n", "2 POINT (-73.97033 40.61731) \n", "3 POINT (-73.89562 40.87651) \n", "4 POINT (-73.81946 40.67616) " ] }, "execution_count": 105, "metadata": {}, "output_type": "execute_result" } ], "source": [ "url = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(url)\n", "nta_shape['centroid_column'] = nta_shape.centroid\n", "\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 106, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True 186\n", "False 9\n", "dtype: int64" ] }, "execution_count": 106, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# checking if our shape contains its centroid\n", "nta_shape['geometry'].contains(nta_shape['centroid_column']).value_counts()" ] }, { "cell_type": "code", "execution_count": 107, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "True 186\n", "False 9\n", "dtype: int64" ] }, "execution_count": 107, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# checking to see if our centroid is within its shape\n", "nta_shape['centroid_column'].within(nta_shape['geometry']).value_counts()" ] }, { "cell_type": "code", "execution_count": 108, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True 195\n", "dtype: int64" ] }, "execution_count": 108, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# checking if our representative point is within its shape\n", "nta_shape.representative_point().within(nta_shape['geometry']).value_counts()" ] }, { "cell_type": "code", "execution_count": 109, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True 186\n", "False 9\n", "dtype: int64" ] }, "execution_count": 109, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# checking to see if our centroid intersects with its shape\n", "nta_shape['centroid_column'].intersects(nta_shape['geometry']).value_counts()" ] }, { "cell_type": "code", "execution_count": 110, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(9, 10)\n" ] }, { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometrycentroid_columnwithin
51SI2256028570.7706085West New Brighton-New Brighton-St. George66052.5937572Staten Island5MULTIPOLYGON (((-74.07258 40.63794, -74.07330 ...POINT (-74.10231 40.63897)False
65QN1099604665.5481081Breezy Point-Belle Harbor-Rockaway Park-Broad ...114641.363286Queens4MULTIPOLYGON (((-73.88347 40.56848, -73.88337 ...POINT (-73.87647 40.57148)False
67BX1040222474.0094005Pelham Bay-Country Club-City Island138105.623547Bronx2MULTIPOLYGON (((-73.78833 40.83467, -73.78931 ...POINT (-73.80649 40.84660)False
84SI3746443381.3461085Stapleton-Rosebank55206.4190311Staten Island5MULTIPOLYGON (((-74.07258 40.63794, -74.07257 ...POINT (-74.07370 40.61872)False
134BX0340264969.7671005Eastchester-Edenwald-Baychester59283.8778905Bronx2MULTIPOLYGON (((-73.79323 40.88282, -73.79417 ...POINT (-73.83664 40.88094)False
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" ], "text/plain": [ " ntacode shape_area county_fips \\\n", "51 SI22 56028570.7706 085 \n", "65 QN10 99604665.5481 081 \n", "67 BX10 40222474.0094 005 \n", "84 SI37 46443381.3461 085 \n", "134 BX03 40264969.7671 005 \n", "\n", " ntaname shape_leng \\\n", "51 West New Brighton-New Brighton-St. George 66052.5937572 \n", "65 Breezy Point-Belle Harbor-Rockaway Park-Broad ... 114641.363286 \n", "67 Pelham Bay-Country Club-City Island 138105.623547 \n", "84 Stapleton-Rosebank 55206.4190311 \n", "134 Eastchester-Edenwald-Baychester 59283.8778905 \n", "\n", " boro_name boro_code \\\n", "51 Staten Island 5 \n", "65 Queens 4 \n", "67 Bronx 2 \n", "84 Staten Island 5 \n", "134 Bronx 2 \n", "\n", " geometry \\\n", "51 MULTIPOLYGON (((-74.07258 40.63794, -74.07330 ... \n", "65 MULTIPOLYGON (((-73.88347 40.56848, -73.88337 ... \n", "67 MULTIPOLYGON (((-73.78833 40.83467, -73.78931 ... \n", "84 MULTIPOLYGON (((-74.07258 40.63794, -74.07257 ... \n", "134 MULTIPOLYGON (((-73.79323 40.88282, -73.79417 ... \n", "\n", " centroid_column within \n", "51 POINT (-74.10231 40.63897) False \n", "65 POINT (-73.87647 40.57148) False \n", "67 POINT (-73.80649 40.84660) False \n", "84 POINT (-74.07370 40.61872) False \n", "134 POINT (-73.83664 40.88094) False " ] }, "execution_count": 110, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# making a new column called 'within' that identifies if our centroid is within its shape\n", "nta_shape['within'] = nta_shape.centroid_column.within(nta_shape['geometry'])\n", "\n", "# printing the shape and head of centroids not within their shapes\n", "print(nta_shape[nta_shape['within'] == False].shape)\n", "nta_shape[nta_shape['within'] == False].head()" ] }, { "cell_type": "code", "execution_count": 111, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "West New Brighton-New Brighton-St. George 1\n", "Breezy Point-Belle Harbor-Rockaway Park-Broad Channel 1\n", "Pelham Bay-Country Club-City Island 1\n", "Stapleton-Rosebank 1\n", "Eastchester-Edenwald-Baychester 1\n", "park-cemetery-etc-Bronx 1\n", "park-cemetery-etc-Queens 1\n", "park-cemetery-etc-Brooklyn 1\n", "park-cemetery-etc-Manhattan 1\n", "Name: ntaname, dtype: int64" ] }, "execution_count": 111, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# returning the count of unique values of centroids not within their shapes\n", "nta_shape[nta_shape['within'] == False]['ntaname'].value_counts()" ] }, { "cell_type": "code", "execution_count": 112, "metadata": { "scrolled": false }, "outputs": [ { "data": { "text/html": [ "
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ntanamegeometry
51West New Brighton-New Brighton-St. GeorgeMULTIPOLYGON (((-74.07258 40.63794, -74.07330 ...
65Breezy Point-Belle Harbor-Rockaway Park-Broad ...MULTIPOLYGON (((-73.88347 40.56848, -73.88337 ...
67Pelham Bay-Country Club-City IslandMULTIPOLYGON (((-73.78833 40.83467, -73.78931 ...
84Stapleton-RosebankMULTIPOLYGON (((-74.07258 40.63794, -74.07257 ...
134Eastchester-Edenwald-BaychesterMULTIPOLYGON (((-73.79323 40.88282, -73.79417 ...
141park-cemetery-etc-BronxMULTIPOLYGON (((-73.86956 40.81616, -73.86954 ...
168park-cemetery-etc-QueensMULTIPOLYGON (((-74.05051 40.56642, -74.05047 ...
180park-cemetery-etc-BrooklynMULTIPOLYGON (((-73.91513 40.58627, -73.91510 ...
184park-cemetery-etc-ManhattanMULTIPOLYGON (((-74.01093 40.68449, -74.01193 ...
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" ], "text/plain": [ " ntaname \\\n", "51 West New Brighton-New Brighton-St. George \n", "65 Breezy Point-Belle Harbor-Rockaway Park-Broad ... \n", "67 Pelham Bay-Country Club-City Island \n", "84 Stapleton-Rosebank \n", "134 Eastchester-Edenwald-Baychester \n", "141 park-cemetery-etc-Bronx \n", "168 park-cemetery-etc-Queens \n", "180 park-cemetery-etc-Brooklyn \n", "184 park-cemetery-etc-Manhattan \n", "\n", " geometry \n", "51 MULTIPOLYGON (((-74.07258 40.63794, -74.07330 ... \n", "65 MULTIPOLYGON (((-73.88347 40.56848, -73.88337 ... \n", "67 MULTIPOLYGON (((-73.78833 40.83467, -73.78931 ... \n", "84 MULTIPOLYGON (((-74.07258 40.63794, -74.07257 ... \n", "134 MULTIPOLYGON (((-73.79323 40.88282, -73.79417 ... \n", "141 MULTIPOLYGON (((-73.86956 40.81616, -73.86954 ... \n", "168 MULTIPOLYGON (((-74.05051 40.56642, -74.05047 ... \n", "180 MULTIPOLYGON (((-73.91513 40.58627, -73.91510 ... \n", "184 MULTIPOLYGON (((-74.01093 40.68449, -74.01193 ... " ] }, "execution_count": 112, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# saving centroids that are not within their shapes as a new dataframe called 'multi_shapes'\n", "multi_shapes = nta_shape[nta_shape['within'] == False]\n", "\n", "multi_shapes[['ntaname', 'geometry']]" ] }, { "cell_type": "code", "execution_count": 113, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "51 GEOMETRYCOLLECTION (POLYGON ((963907.107 17169...\n", "65 GEOMETRYCOLLECTION (POLYGON ((1016653.398 1463...\n", "67 GEOMETRYCOLLECTION (POLYGON ((1042551.823 2433...\n", "84 GEOMETRYCOLLECTION (POLYGON ((964108.221 17167...\n", "134 GEOMETRYCOLLECTION (POLYGON ((1041167.248 2610...\n", "141 GEOMETRYCOLLECTION (POLYGON ((1020359.713 2366...\n", "168 GEOMETRYCOLLECTION (POLYGON ((970227.278 14564...\n", "180 GEOMETRYCOLLECTION (POLYGON ((1007832.158 1528...\n", "184 GEOMETRYCOLLECTION (POLYGON ((980940.486 18843...\n", "dtype: geometry" ] }, "execution_count": 113, "metadata": {}, "output_type": "execute_result" } ], "source": [ "multi_shapes = multi_shapes.to_crs(2263)\n", "\n", "# Returns the union of the shape and their centroids to plot together.\n", "multi_shapes.centroid.union(multi_shapes['geometry'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Identifying centroids not located within their shape" ] }, { "cell_type": "code", "execution_count": 114, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# saving the shape, centroid union as a new name called 'multi_shapes'\n", "multi_shapes = multi_shapes.centroid.union(multi_shapes['geometry'])\n", "\n", "# plotting the shapes and their centroids that do not fall within their shape\n", "for i in range(len(multi_shapes)):\n", " multi_shapes.iloc[[i]].plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 11. Set Operations with Overlay" ] }, { "cell_type": "code", "execution_count": 115, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.7604081St. Albans45401.3169155Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...
1BK6920528197.0577047Clinton Hill23971.4662361Brooklyn3MULTIPOLYGON (((-73.95337 40.68064, -73.95328 ...
2BK4617782095.6686047Ocean Parkway South21975.9967416Brooklyn3MULTIPOLYGON (((-73.97075 40.62563, -73.97047 ...
3BX2825666124.7136005Van Cortlandt Village21945.7195842Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...
4QN5582461393.5232081South Ozone Park36708.1692925Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.7604 081 St. Albans 45401.3169155 \n", "1 BK69 20528197.0577 047 Clinton Hill 23971.4662361 \n", "2 BK46 17782095.6686 047 Ocean Parkway South 21975.9967416 \n", "3 BX28 25666124.7136 005 Van Cortlandt Village 21945.7195842 \n", "4 QN55 82461393.5232 081 South Ozone Park 36708.1692925 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Brooklyn 3 MULTIPOLYGON (((-73.95337 40.68064, -73.95328 ... \n", "2 Brooklyn 3 MULTIPOLYGON (((-73.97075 40.62563, -73.97047 ... \n", "3 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "4 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... " ] }, "execution_count": 115, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in nta data\n", "url = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(url)\n", "\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 116, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometryoffset
0QN0877412747.7604081St. Albans45401.3169155Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...MULTIPOLYGON (((1062996.196 206307.658, 106308...
1BK6920528197.0577047Clinton Hill23971.4662361Brooklyn3MULTIPOLYGON (((997183.302 187255.730, 997207....MULTIPOLYGON (((1007183.302 197255.730, 100720...
2BK4617782095.6686047Ocean Parkway South21975.9967416Brooklyn3MULTIPOLYGON (((992370.385 167211.562, 992446....MULTIPOLYGON (((1002370.385 177211.562, 100244...
3BX2825666124.7136005Van Cortlandt Village21945.7195842Bronx2MULTIPOLYGON (((1015481.837 261490.578, 101548...MULTIPOLYGON (((1025481.837 271490.578, 102548...
4QN5582461393.5232081South Ozone Park36708.1692925Queens4MULTIPOLYGON (((1038120.503 188147.096, 103819...MULTIPOLYGON (((1048120.503 198147.096, 104819...
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.7604 081 St. Albans 45401.3169155 \n", "1 BK69 20528197.0577 047 Clinton Hill 23971.4662361 \n", "2 BK46 17782095.6686 047 Ocean Parkway South 21975.9967416 \n", "3 BX28 25666124.7136 005 Van Cortlandt Village 21945.7195842 \n", "4 QN55 82461393.5232 081 South Ozone Park 36708.1692925 \n", "\n", " boro_name boro_code geometry \\\n", "0 Queens 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "1 Brooklyn 3 MULTIPOLYGON (((997183.302 187255.730, 997207.... \n", "2 Brooklyn 3 MULTIPOLYGON (((992370.385 167211.562, 992446.... \n", "3 Bronx 2 MULTIPOLYGON (((1015481.837 261490.578, 101548... \n", "4 Queens 4 MULTIPOLYGON (((1038120.503 188147.096, 103819... \n", "\n", " offset \n", "0 MULTIPOLYGON (((1062996.196 206307.658, 106308... \n", "1 MULTIPOLYGON (((1007183.302 197255.730, 100720... \n", "2 MULTIPOLYGON (((1002370.385 177211.562, 100244... \n", "3 MULTIPOLYGON (((1025481.837 271490.578, 102548... \n", "4 MULTIPOLYGON (((1048120.503 198147.096, 104819... " ] }, "execution_count": 116, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# offsetting the nta data 10,000 feet east and north so we can perform overlay operations\n", "# saving as a new column called 'offset'\n", "nta_shape = nta_shape.to_crs(epsg=2263)\n", "nta_shape['offset'] = nta_shape.geometry.translate(10000, 10000)\n", "\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 117, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Offset = 10,000 ft in both x and y directions')" ] }, "execution_count": 117, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# previewing the new offset shape\n", "fig, ax = plt.subplots(figsize=(8,8))\n", "\n", "nta_shape.plot(ax=ax)\n", "\n", "nta_shape.set_geometry('offset').plot(ax=ax,\n", " color='none',\n", " edgecolor='black')\n", "\n", "ax.set_title('Offset = 10,000 ft in both x and y directions')" ] }, { "cell_type": "code", "execution_count": 118, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 118, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# we will use this nta shape to analyze overlay methods\n", "nta_shape[nta_shape['ntacode'] == 'SI01'].plot()" ] }, { "cell_type": "code", "execution_count": 119, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometryoffset
108SI01141191278.047085Annadale-Huguenot-Prince's Bay-Eltingville71312.1647365Staten Island5MULTIPOLYGON (((937062.579 143742.649, 937060....MULTIPOLYGON (((947062.579 153742.649, 947060....
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" ], "text/plain": [ " ntacode shape_area county_fips \\\n", "108 SI01 141191278.047 085 \n", "\n", " ntaname shape_leng boro_name \\\n", "108 Annadale-Huguenot-Prince's Bay-Eltingville 71312.1647365 Staten Island \n", "\n", " boro_code geometry \\\n", "108 5 MULTIPOLYGON (((937062.579 143742.649, 937060.... \n", "\n", " offset \n", "108 MULTIPOLYGON (((947062.579 153742.649, 947060.... " ] }, "execution_count": 119, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nta_shape = nta_shape[nta_shape['ntacode'] == 'SI01']\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 120, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometryoffset
108SI01141191278.047085Annadale-Huguenot-Prince's Bay-Eltingville71312.1647365Staten Island5MULTIPOLYGON (((937062.579 143742.649, 937060....MULTIPOLYGON (((947062.579 153742.649, 947060....
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" ], "text/plain": [ " ntacode shape_area county_fips \\\n", "108 SI01 141191278.047 085 \n", "\n", " ntaname shape_leng boro_name \\\n", "108 Annadale-Huguenot-Prince's Bay-Eltingville 71312.1647365 Staten Island \n", "\n", " boro_code geometry \\\n", "108 5 MULTIPOLYGON (((937062.579 143742.649, 937060.... \n", "\n", " offset \n", "108 MULTIPOLYGON (((947062.579 153742.649, 947060.... " ] }, "execution_count": 120, "metadata": {}, "output_type": "execute_result" } ], "source": [ "offset = nta_shape.set_geometry('offset')\n", "offset.head()" ] }, { "cell_type": "code", "execution_count": 121, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Overlay = None (Original Shapes)')" ] }, "execution_count": 121, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8,8))\n", "\n", "nta_shape.plot(ax=ax)\n", "\n", "offset.plot(ax=ax, color='None', edgecolor='black')\n", "ax.set_title('Overlay = None (Original Shapes)')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 11.1 Union" ] }, { "cell_type": "code", "execution_count": 122, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Overlay = Union')" ] }, "execution_count": 122, "metadata": {}, "output_type": "execute_result" }, { "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", "# analyzing union overlay method\n", "union = gpd.overlay(nta_shape, offset, how='union')\n", "union.plot(ax=ax)\n", "ax.set_title('Overlay = Union')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 11.2 Intersection" ] }, { "cell_type": "code", "execution_count": 123, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Overlay = Intersection')" ] }, "execution_count": 123, "metadata": {}, "output_type": "execute_result" }, { "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", "# analyzing the intersection overlay method\n", "intersection = gpd.overlay(nta_shape, offset, how='intersection')\n", "intersection.plot(ax=ax)\n", "offset.plot(ax=ax, color='None', edgecolor='black')\n", "nta_shape.plot(ax=ax, color='None', edgecolor='black')\n", "ax.set_title('Overlay = Intersection')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 11.3 Symmetric Difference" ] }, { "cell_type": "code", "execution_count": 124, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Overlay = Symmetric Difference')" ] }, "execution_count": 124, "metadata": {}, "output_type": "execute_result" }, { "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", "# analyzing the symmetric_difference overlay method\n", "symmetric_difference = gpd.overlay(nta_shape, offset, how='symmetric_difference')\n", "symmetric_difference.plot(ax=ax)\n", "ax.set_title('Overlay = Symmetric Difference')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 11.4 Difference" ] }, { "cell_type": "code", "execution_count": 125, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Overlay = Difference')" ] }, "execution_count": 125, "metadata": {}, "output_type": "execute_result" }, { "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)) # creating a figure\n", "\n", "# analyzing the difference overlay method\n", "difference = gpd.overlay(nta_shape, offset, how='difference')\n", "difference.plot(ax=ax, color='None', edgecolor='#1f77b4', linewidth=5)\n", "offset.plot(ax=ax, color='None', edgecolor='black', zorder=1)\n", "ax.set_title('Overlay = Difference')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 11.5 Identity" ] }, { "cell_type": "code", "execution_count": 126, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Overlay = Identity')" ] }, "execution_count": 126, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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0E+5EREOllMLTq7+6N3Wwwe1D0b7aNnS53LrLCFt+fU0TkbMAlCulNvV5KgdAqc/vZcayHOPnvssP2UYp5QLQBCB9gH0REfllfUkDdvlM5t02hFtqQo3bo1BcY73bfcLFsENVROIA3Azgt/093c8yNcByf7fpW9NVIrJeRNbX1Fh3TkQi0uvpPuP81rbao8dvX7ureF1VF39aqhMBjAewSUT2A8gF8LmIjIa3NZnns24ugApjeW4/y+G7jYhEAEiG93Tz4fb1NUqpvyulFiilFmRmZvrxkojI7upau/DmlspDltW2diPS2d/399AWKvfV2tGwQ1UptUUplaWUyldK5cMbfvOUUpUAXgWwzOjROx7eDklrlVIHAbSIyBLjeul3Abxi7PJVAL09ey8A8L5x3fVtACeJSKrRQekkYxkR0bCt2FCGbrfna8tHJ8VoqCaw2FlJn6HcUvMMgFUApohImYhcebh1lVLbADwPYDuAtwD8WCnVe8X8GgD/D97OS3sBrDSWPwYgXUSKAFwH4EZjX/UAbgewznjcZiwjIhoWj0dh+dr+B89PjY8KcjWBt4e31Wgz6E1aSqmLBnk+v8/vdwK4s5/11gOY0c/yTgAXHmbfjwN4fLAaiYgG8nFRLUrq2vt9LsaG4+QeqG9HR7cbsVH2e21WZ7+btIiI+ujbQcmXst2YSoBSQBGngdOCoUpEtlbe2IH3dlQd9vn2bnve08kewHowVInI1p5eXYKBxniobrbpbTW8rqoFQ5WIbKuzx41n15UOuE5NaxfiIu33p3APewBrYb9PEhGR4c0tB1Hf1j3oetmpsUGoJrjYA1gPhioR2daTqw7fQclXcqz9bqspre9Ae7f9hmG0OoYqEdnS5rJGbCxtHNK6EQ77jaoEsAewDgxVIrKlJz4bWisVwJdTwdkNr6sGn/1m6CWisFfV3IlXN5X3+1xclBPp8VFIio1ETKQTEQ7pd/hCO2AP4OBjqBKR7by4oQzzxqYCAHrcHrR3u9Ha5UJdaxfau91o7+4AGjo0Vxl4bKkGH0OViGylubMHD3+wFy02nCt1uPbXcV7VYOM1VSKylQf+s4eBaujqsedpbStjqBKRbeypasE/Pt2vuwzLONjUgVZ+wQgqhioR2YJSCr97bRtcA41JGGY8Cnh7a+XgK5JpGKpEZAsrt1bi06I63WVYzv3v7+EgEEHEUCWikNfR7cYdr2/XXYYlldS14/LH16G5s0d3KWGBoUpEIe+hD4pQ0dSpuwzLWru/Hlf8Yx06bTrIhZUwVIkopO2vbcOjHxbrLsPy1pc04LevbNVdhu0xVIkopN3++nbbjohktufXl2FvDQeECCSGKhGFrPd3VuE/O6t1lxFS3tlWpbsEW2OoElFI6uh243evsnPScG0sbdBdgq0xVIkoJP35nV04UN+uu4yQs7W8WXcJtsZQJaKQ8/mBBjz26T7dZYSk8sYO1LV26S7DthiqRBRSOnvc+OWKzVAcOMlvW8qbdJdgWwxVIgopD7y/B0XV7ME6ElsZqgHDUCWikLG1vAmP8J7UEWNLNXAYqkQUErpdHtywYjPcHDB/xLaUMVQDhaFKRCHhwf8WYcdB9lw1Q0VTJzsrBQhDlYgsb2t5Ex76b5HuMmyFp4ADg6FKRJbW7fLg+hc2cZ5Uk/EUcGAwVInI0h54fw92VrboLsN22FINDIYqEVnW5rJGPPTBXt1l2NKGkgYo3uxrOoYqEVlSl8uNG15gb99AqWvrxu4q3u9rNoYqEVnSg+8XYVcVT/sG0md7a3WXYDsMVSKynK3lTTztGwSf7a3TXYLtMFSJyFI4yEPwrC6ug4sTvJuKoUpElvLwB3s5yEOQtHS6sKmsUXcZtsJQJSLL2FnZjAf/u0d3GWHltU0HdZdgKwxVIrKEHrd3kIceN0/7BtPyNQdQUtemuwzbYKgSkSX8/aNibC3nad9g63Z7cPVTn6O926W7FFtgqBKRdnuqWvDX93jaV5cdB5vxi+c3wcPOYSPGUCUirdwehetXbEY3e6FqtXJrJe5/n19sRoqhSkRaPfZJMTaVNuougwD85b09eG1The4yQhpDlYi0Ka5pxZ/f2a27DPJx/Qub8MWBBt1lhCyGKhFp4fYo/HLFZnS5eNrXSrpcHvzgyQ0ob+zQXUpIYqgSkRZPfLYf60vYIrKi2tYu/Pjpz9HD69zDxlAloqArqWvDn97eqbsMGsDG0kbc+/Yu3WWEHIYqEQWVx6Pwqxc3o7OHrSCre/SjYvx3V7XuMkIKQ5WIgurptQewurhedxk0RL94fhMqmzp1lxEyGKpEFDRlDe3445s7dJdBw1Df1o1rn/2CswYNEUOViIJCKYWbXtqCtm637lJomNbsq8cjH3J+26FgqBJRUDy3rhQf76nVXQb56b53d3OQjiFgqBJRwB1s6sCdb/C0byhzeRR+/txGtHVx4P2BMFSJKKCUUvj1S1vQwj/GIW9fbRvueGO77jIsjaFKRAH1woYy/HdXje4yyCTPrC3FW1srdZdhWQxVIgqYsoZ23PYaWzZ2c+NLm1HVzNts+sNQJaKA8Bhj+7bytK/tNLb3cP7Vw2CoElFAPLWmBJ/trdNdBgXIJ0W1eOyTfbrLsByGKhGZbn9tG+56k2P72t09b+/Ctoom3WVYCkOViEzl9ihc/8ImdPRwkAe763Z7cO2zG9HBAT2+xFAlIlM99kkxp3QLI0XVrbhrJe9B7sVQJSLTFFW34t53dusug4LsyVUl+M+OKt1lWAJDlYhM0TulW7eLU7qFo1+u2IzqFt5mE6G7ACKyh3+tLsEGnvYNSaOSojE6OQYxEU54lEJDezeKqtsAAPFRTuRnxEMpwOkQbK9ogrufO2nq2rpxwwub8c/vLYSIBPkVWAdDlYhGrKyhHX96i719Q0FafBTyUmMRE+lEe7cbpQ3tqGruQlVz1yHr5abGIikmEvvr2rCtovnL5bNykrG5vP8evx/ursETn+3H5UeND+hrsDKGKhGNiFIKt7y8lVO6WVRBVgLS4qPQ1eNGRWMnalq7UN/WPeh2ZQ0dKBwdgWljkuBwAIBAKYXa1oG3/cPKnVgyMR2Fo5PMeQEhhqFKRCPy2uaD+IBj+1pGRkIU8tPj4fYo7K1pRVF1q1/7mZSVgJ2VLcPertvlwbXPbMQrPzkKMZFOv44dyhiqROS3xvZu3PbaNt1lhLWYCAcKshIQHx2ByuZOlNS1D9qaHNJ+I/3vx7qrqgV/XLkTvztr+ojrCDUMVSLy262vbjPlDzgNLCUuEuMz4uEUQafLjfgo75/uhvZuFNe0YavPNU+zVDV3QQD4O7rvPz/bj+OnZOL4KVlmlmV5DFUi8svKLQfxysYK3WXYUqRTMHlUAuKjI1Hb0oXi2jZ8caAxqDVUt3RhVm4yNpf5Pwzh9S9sxls/PwYZCdEmVmZtvE+ViIatrrULt7y8VXcZtpKfHofF49MwPTsJDhFsq2jB2n31KK5t012a32pbu/CrFZuhVPjMZsOWKhEN2+9f2466IfQgpYFNz05EdIQT+2rbsL+uHfvr2nWXdAiXe+QDefxnZzWeWl2CS4/IH3lBIYChSkTD8u72Kry6iad9/SUA5o1NRU1rF7ZVDL93bTAlxESasp873tiBxRPSMXlUoin7szKe/iWiIWvq6MHN/96iu4yQNT07CXlpcdhwoAEH6q3VKu3P7qoWpMdHjXg/XS4PfvbMF+hy2f9eZoYqEQ2JUgq/f20bqlu6Bl+ZDpEYE4F5Y1OwraI5JMK0V2N7DxJiIjB/XArm5KUgOyXG733trGzBn97aZWJ11sRQJaIheXLVfryztVJ3GSGncHQioiMc+DzIvXfNUlLXjg0ljdhY2oiKxk7kpMZiUX4aIh3DH9/3sU/24aPd9h4ohKFKRIP6aHcNfv/adkwalaC7lJCyMD8Ve6pbbXUvb3lDB9bur8eo5BgUZA3/8/CLFzahrtW+ZzsYqkQ0oOKaVvxk+efwKMDh4J+MoVo0Pg3r9jfA7bHn7SRlDR0oqm7Fovw0RAzjY1HT0oVfvbjFtrfZ8F8IER1WU3sPvv/EejR3ugAAe2v8G0c23CzKT8PaffW6ywiKtfvrMSEzAQnRQx/n970dVXhqzYEAVqUPQ5WI+tXZ48bVT204ZPCBxvYeTPLjlF84WZSfhi0VTX6dGg1Vu6takZ0Si7hhjBd8x+vbscuPAfutjqFKRF/T2ePGD55cj1XFdV97Ls2EWyzsamF+Ktbur0dHtxvljR2Yk5eiu6Sg2V3VijEpsUiJG9q9rV0uD376zOfo7LHXbTYMVSI6RGePG1f9awM+3lPb7/M1vKWmX5OyEg4Zn7ej241tFf6PmxuK9ta0IS7KOeRbb3ZXteKON7YHuKrgYqgS0Zca27tx6WNrBrztobi2DRkJbK36iot0oKXLBVefTkk9bnt2xhlIRWMnWjtdKBw9tNGTnlp9AP/dVR3gqoJn0FAVkcdFpFpEtvosu11ENovIRhF5R0SyjeX5ItJhLN8oIo/4bDNfRLaISJGI3C8iYiyPFpHnjOVrRCTfZ5vLRGSP8bjM1FdORIcob+zABY+swrr9DYOuOz4jPggVhY7pOcmobOrUXYZlNHe6sLemFQvGpQ64nkOAxePTcP3zm1DdYo/3bygt1X8COKXPsnuUUrOUUnMAvA7gtz7P7VVKzTEeV/ssfxjAVQAmGY/efV4JoEEpVQDgPgB3A4CIpAG4FcBiAIsA3CoiA/8fIiK/7DjYjPMe+hRF1UPr3dvlGvlA63YxMTMe60sG/yISbnrcCutLGjBtTBJm5yYjNS4SEQ5gXHosFoxLxcL8VIxJjsWaffWoa+vG9S9shscGtx8NGqpKqY8A1PdZ5jsjbjwGmcdWRMYASFJKrVLem5OeBHCO8fTZAJ4wfl4BYKnRij0ZwLtKqXqlVAOAd/H1cCeiEXpvexW+9cgqVDUP/VrpnqpWRDqHP6KOHUU6HbDpLZem2H6wGZvKmtDQ3gOXByip68D6kgas29+A8saOL9f7aHcNnli1X1+hJvH7mqqI3CkipQAuxqEt1fEi8oWIfCgixxjLcgCU+axTZizrfa4UAJRSLgBNANJ9l/ezDRGNUGePG7e+shXff3I9Wrpcw9q2o8eNKUO8ZmZn07MTsdOGt4Xo8qe3dqE0hMZG7o/foaqUulkplQfgaQA/MRYfBDBWKTUXwHUAlotIEryzHX1tF8Z/D/fcQNscQkSuEpH1IrK+psbe40oSmWFPVQvO+duneGJVid/7iIvkzJFKsbVupo4eN365IrRPA5vR+3c5gPMBQCnVpZSqM37eAGAvgMnwtjJzfbbJBdA7IWMZgDwAEJEIAMnwnm7+cnk/2xxCKfV3pdQCpdSCzMxME14SkT0ppfDU6hKc8cAnI25hhdJsK4EwLi0W2w82D74iDcuq4jo8/OFe3WX4za9QFZFJPr+eBWCnsTxTRJzGzxPg7ZBUrJQ6CKBFRJYY10u/C+AVY/tXAfT27L0AwPvGdde3AZwkIqlGB6WTjGVENExKKazbX4/L/7EOt7y81ZSORpXNnRibFmtCdaFpVJL/06DRwP78zi58GKKz2Qx6/kZEngFwPIAMESmDt0fuaSIyBYAHQAmA3l6+xwK4TURcANwArlZK9XZyugbensSxAFYaDwB4DMC/RKQI3hbqMgBQStWLyO0A1hnr3eazLyIaApfbg5VbK/H/Pi7GpjLzByIYkxyLA/Udg69oMxMz47GD11IDxqOAnzz9OZ6/+ghMHZOku5xhEbvNFLBgwQK1fv163WUQadXS2YPn1pXiH5/uP6SHpdkKR4dfR51RidGob+8Oy4Edgi0jIRrP/XAJJmZabxxlEdmglFrQdzl7GhDZSHljB/7xyT48u64UrcPs0euP3VUtSIhyorXbXuO3DiQ1PgpVHKoxKGpbu7Ds76vx1JWLQ6a3OUOVyAY2lTbi/32yD29uORjU+Ts9CshJjcOuqvBorS7MTx3SiFNknpqWLlzwyGd49NL5OHJihu5yBsVQJQph7++swiMfFGPtfn3dDRJjwuPPSGJMRNid6raKlk4XLn1sLW46tRBXHDUeDod1b2XigPpEIeyVjRVaAxUAHGHyV6RwdCJaOgN/Sp365/Yo3PHGDlzxxDrUtlr39HuY/HMgsqcL5ucOvlKAdfbYfxzguXkp2FbBe1Kt4INdNTjlLx/j4z3WvOWGoUoUwo6cmIExyXrvl6y1eaedUYnR2FnZgvYw6oxldbWtXbj0sbW4a+UO9Lit9aWOoUoUwpwO0d5aPdjciUgLX+Maqdy0OHT0MFCt6NEPi3HBw5+hpK5NdylfYqgShbgL5+cNvlIAKQVkp9hzZKXC0YmW+oNNX7eprAmn3/8JXtlYrrsUAAxVopA3Nj0OR0xI11pDWnyU1uMHQmJMBA42daK2tVt3KTSI1i4Xrn12I65/YRPagnB/9kAYqkQ2sGyR3tZqVIS9/pQ4BJiQEY+mjh7dpdAwrNhQhjMf+ARby80fknOo7PUvgShMnTx9NJI03i9qp9FOI52C6dnJARkrmQKvuLYN5z30GR7/ZB90DMPLUCWygZhIJ86Zm6Pt+Kr/qY5DjgCYnp2ELRpbOjRy3W4Pbnt9O658Yj3qgnxPK0OVyCa+tUDfKeBWGwyKIABm5yVjYykD1S7e31mNU//6MT4rqg3aMRmqRDYxIydZ2zRZlc2dWo5rpoXj0xioNlTd0oWLH1uDB9/fE5TjMVSJbOT8ecE/BZwcG4mG9tDr0JOREIV5Y1OQlxaL8RnxWLuP0zXblVLA6OTg3PbFUCWykbPn5MAZ5IEY0kPsdprxGfGYmBmP2tZufH6gEe1dbqQnhNZroOE5Z0520L5wMlSJbCQzMRrHTc4M6jFjo5xBPd5ILMxPRVlDO/bWfDWgQ11bN9ZzOjfbyk+Pwx3nzoRIcL5sMlSJbOb8ecEdtjA6BO5RFQALjLlQe9z26KlMg4t0Ch78zjwkRAfvdjPr/2sgomFZOjULybGRQTtesE83D5dDgDl5KWyNhqFfnVKIGTnJQT0mQ5XIZmIinThnTnbQjucI0mk1f80dm4ovSht1l0FBdtzkTFxx1PigH5ehSmRDFwbxntVui0295WtBfio2lLCFGm4yEqJx74Wz4dBwFoWhSmRD07OTMC1I96y2WHTgh8Xj03jKN0z977dmIzMxWsuxGapENiQiuPSIcUE5lsuCLdWZOUlYw/tOw9IPj52AY4PcA94XQ5XIps6ZkxOcDksW60ybEheJsoYO3WWQBrNyk/GLk6ZorYGhSmRTsVFOfHth4K+tRkRYq6PSxIyEkBzhiUYmPsqJ+5fN1T4NIUOVyMYuXTIOge6cmxJrndGICrLiseEAr6OGozvOnYH8jHjdZTBUiewsLy0OSwtHBfQYDe3dyLDIMH8xkaEzuhOZ59y5OTh3bnAHPTkchiqRzV1+ZH5A97+3pg09boVZQb7Jvq9JoxKwtbxZaw0UfOPS43Db2dN1l/ElhiqRzR1VkI6JmYE9LdbU0YPN5U1YND4NkRruDYyOELR3uYN+XNIr0im4f9lcJMYEbwSxwTBUiWxuZ2ULXJ7gdNFdu68euWlxyEkJzjRbvWblpqC8kT1+w81Np07F7LwU3WUcInijDBNRUHk8Cv/4bD/uXrkzqKMe7attQ356XNCONz07Ces4yEPYOWnaKHzvqHzdZXwNQ5XIhqpbOnH9C5vx0e4aLcfvCVLLOCHaieqWrqAci6wjJyUW91wwO2jTuQ0HQ5XIRpRSeGFDGf7w5g40arxX0x2kUJ0yOhEbShqDciyyBu90bnORHGed66i+GKpENlFc04qb/70Vq4rrdJcCTxBCdU5uCgM1zEQ5HfjrsjmYOzZVdymHxVAlCnFlDe146IO9eGF9qWUm4I6JDGwfyIRoJ/bVtQX0GGQtU8ck4e7zZ2JWboruUgbEUCUKUaX17XjogyKs2FBmmTDtFR0R2EEYpmUnYy0HzA8LuamxuOHkKThzVraWqdyGi6FKFGKaOnpw37u78dTqkqDdKjNc0QFoqc4fl4q2LheSYiKxtbzJ9P2TtSTHRuKnJxbg0iPGBfxLmpkYqkQhwu1RWLGhFH96axfq2rp1lzMgZVLWRzoFU0YlIirCwcnGw0SU04HvHjEOPzmxAClx1hj+cjgYqkQh4LOiWtz2+nbsrGzRXcqQ7KxsQVp8FOr9DP/C0YmIj4rAjspmbK3g0IPh4oxZY/CrUwqRlxa8+5zNxlAlsrCq5k7c8cYOvLapQncpw+L2KEzKShj2ROHzxqagvq07ZL48kDkWj0/Dr0+z3uhI/mCoElmQy+3Bk6tK8L/v7kZrl0t3OX6p6DNsYEK0E7mpsUiOjUKP2wOHCBwOgVIKAkF5Ywc+P9Cop1jSYlJWAm48tRAnFmZZciAHfzBUiSxmQ0k9bnl5G3YcDO3TnmWNHSjISkBybCTq27qxr7YNOytbdZdFFpCVGI3rvjkZF8zPRYTTXkPQM1SJLKKpvQd/eHMHnltfqrsUUygFFFUzROkr8VFO/PC4ifj+MeMRF2XP+LHnqyIKMf/dWY0bX9qMqmaOY0v243QILlqUh2uXTkZmYrTucgKKoUqkUXNnD25/bTte2FCmuxSigDhp2ij86tRCTMxM0F1KUDBUiTT5cHcNbnxxMw42deouhch0c8em4NenTcXC/DTdpQQVQ5UoyNq6XLjzzR1YvuaA7lKIAuL2s6fjkiXjbNOjdzgYqkRBtKa4Dtev2ITS+o7BVyYKUdsqmsMyUAHAXn2ZiSyqy+XGnW9sx7L/W81AJdt7bn0ptlWE5/jMDFWiACuuacV5D32G//t4n2lj4hJZmVLA7a9vhwrDDzxDlShAlFJ4YX0pznjgE2zj+LUUZlYX1+PtbVW6ywg6hipRALR09uDaZzfihhWb0d7t1l0OkRZ/XLkD3S6P7jKCiqFKZLIvDjTgtPs/xqshNgg+kdn217XjmbXh1cudoUpkEo9H4dEP9+LCR1axMxKR4a//2YPmzh7dZQQNQ5XIBE0dPbjqXxtw18qdcHnCr3MG0eHUt3XjkQ/26i4jaBiqRCO042AzznrwE7y3I/w6ZRANxWOf7ENpfbvuMoKCoUo0Au9sq8S5D32Kkrrw+INB5I8ulwd/XLlTdxlBwVAl8tNLn5fhmqc/R2dPePVuJPLHG1sOYk1xne4yAo6hSuSHJ1ftx3XPb4Kb10+JhiQvLRZ3vLHD9gNCMFSJhulv/y3Cb1/ZprsMopAwJy8FL15zJP5z3fFo7uzB+zurdZcUUBxQn2gY/vbfItzz9i7dZRBZ3pjkGNx4aiHOnJUNh8M7uP6L1xyJuCin5soCi6FKNEQvf1HOQCXyMW9sCn5zxjS89Hk5Xvq8DG3dbsRGOnH1cRNx1bETENsnQDMSojVVGjwMVaIhKKpuxY0vbdZdBpElJMZE4IaTp+CSxePgcAjmjk3FTacV4r0d1VgwLhXZKbG6S9SGoUo0CKUUbnxxM3v5EgE4adoo/PH8WUiLjzpkeVxUBM6ana2pKutgqBIN4sPdNVhf0qC7DCLtrjx6PG45fWrYTkA+FAxVogG4PQr3vsPrqBTenA7BXefOxLcW5ukuxfIYqkQDWL6mBFvLORcqha/k2Ej88byZOHXmGN2lhASGKlEfLrcH/91Vg2fWHsAHu+x9Tx3R4URHOPDLUwpxxVH5PN07DAxVIng7I+042IJXN1Xg31+Uoaq5S3dJRNocXZCBO8+dgXHp8bpLCTkMVQpLHd1u7Kluwc7KFuyqbMFHu2uwp7pVd1lEWsVEOnDrmdOxbGEeW6d+YqiSrXW7PNhX24bdVS3YU9WCXVUt2F3Viv11bbD5EKREwzIpKwF/u3geJo9K1F1KSGOokm3UtHRhc1kjtpY3Y3d1C3ZXtmBfbRsnDScaxIXzc/H7s6cjLoqRMFJ8B0mr9m4X9la3QQQoyEpATOTQxgWtb+vGlvImbClrxOayJmwpb8LBps4AV0tkL3FRTtxxzgycNy9Xdym2wVAlLTq63bj7rZ14Zu0BdLm8IxUlREfg1BmjsTA/DRMy45EcGwmPAqpbOrGrsgV7a1qxr7YN+2rb2JGIaAQyE6Nx/rxcfPeIcWE9pGAgMFRJi7tW7sCTq0oOWdba5cILG8rwwoYyTVUR2VtOSix+ecoUnD5zDCKcnPkzEBiqFHTPryv9WqASUWBdumQcbjy1EPHR/LMfSHx3KWhcbg8e+XAv/vzubt2lEIWNlLhI3HvBbHxj2ijdpYQFhioFXHVzJ17bfBDPryvFrqoW3eUQhY1JWQl4/PKFyEuL011K2GCoUkA0tfdg5daDeHVTBVYV1/GeUKIgO25yJh74zlwkxUTqLiWsMFTJFM2dPdhc2oSNpQ1YX9KAT4tq0eNmkhLpcNkR4/CbM6axM5IGDFUasrYuF0ob2nGgrh0H6r967K1pRWl9h+7yiMJepFNw29kzcNGisbpLCVsMVTqs+rZu3PjiZlQ0deBgYyfq2rp1l0REh5GREIVHLpmPBflpuksJawxVOqy4KCfe2V6luwwiGsSMnCT8/dIFHMjBAgY94S4ij4tItYhs9Vl2u4hsFpGNIvKOiGT7PHeTiBSJyC4ROdln+XwR2WI8d78YUyCISLSIPGcsXyMi+T7bXCYie4zHZaa9ahqSmEgnRiVF6y6DiAZw2szRWHH1kQxUixjKVex/Ajilz7J7lFKzlFJzALwO4LcAICLTACwDMN3Y5iER6R3M9WEAVwGYZDx693klgAalVAGA+wDcbewrDcCtABYDWATgVhFJHf5LpJHIS2VXfCKruvq4iXjwonlDHjObAm/QUFVKfQSgvs+yZp9f4wH0dvM8G8CzSqkupdQ+AEUAFonIGABJSqlVSikF4EkA5/hs84Tx8woAS41W7MkA3lVK1SulGgC8i6+HOwUY728jsp7RSTG4/6K5uPHUQjgcnPfUSvy+pioidwL4LoAmACcYi3MArPZZrcxY1mP83Hd57zalAKCUcolIE4B03+X9bENBwlAlCqzjJmfi4sVjkZUUgyc/24+Xvig/7LpRTgeuOnYCfnxCAWKj2Dq1Ir9DVSl1M4CbReQmAD+B91Rtf1+Z1ADL4ec2hxCRq+A9tYyxY9mV3ExjGapEpotyOnDRojxcftR4jM+I/3L57G/NxsSsBNzz9q6vbXPEhHTcc+Es5PKSjKWZ0ft3OYA34A3VMgB5Ps/lAqgwluf2sxw+25SJSASAZHhPN5cBOL7PNh/0V4BS6u8A/g4ACxYs4IgDJhqXzn/ARGaJcAguXJCHn55Y0G/HIhHBj08oQFJsJH7/6ja4PArxUU7cfPo0LFuYx1O9IcCvUBWRSUqpPcavZwHYafz8KoDlIvK/ALLh7ZC0VinlFpEWEVkCYA28p40f8NnmMgCrAFwA4H2llBKRtwH8wadz0kkAbvKnXvIfW6pE5jhhSiZ+d9Z0jEuPH3TdS5eMw3lzc7C/rg3j0uORwJllQsag/6dE5Bl4W4wZIlIGb4v0NBGZAsADoATA1QCglNomIs8D2A7ABeDHSim3satr4O1JHAtgpfEAgMcA/EtEiuBtoS4z9lUvIrcDWGesd5tS6pAOUxR4WYnRiIl0oLPHo7sUopAUHeHAzadPxaVLxsG4k3BI4qMjMD07OYCVUSCIstlI5wsWLFDr16/XXYatnHTfh9hd1aq7DKKQUzg6EfdfNBeTRyXqLoVMJiIblFIL+i7naMs0qKGcriKiQ509Jxsv//goBmqYYajSoCZmJugugSikXLt0Ev7y7TkclCEM8eo3DWpiJluqREMR5XTg7gtm4ty5uYOvTLbEUKVBFWSxpUo0mNS4SDx66QIsGs9ZYsIZQ5UGNYGnf4kGND4jHv+4fCHyM3hWJ9zxmioNKjk2EpmJnK2GqD+Lx6fh3z86koFKABiqNES8rkr0defNy8G/rlyMlLgo3aWQRTBUaUh4WwDRoX7xzcn484WzERXBP6P0FV5TpX4ppdDc6UJVcycONnWipdOluyQiS4iKcODeC2fjrNnZukshC2KohqGObjeqmjtR1dyJ6pauQ/5b1dyJ6uYuVDZ3or3bPfjOiMJIWnwU/u+78zF/HHv4Uv8Yqjbk9ih8UlSL8oYOVDZ3orKpA5XNXahq6sTBpg40s9VJNGwTM+Px+OULOcIYDYihajM7Djbjxhc3Y1NZk+5SiGxjZk4ynrpyMZLjInWXQhbHULWJzh43Hny/CI98uBcuj70mSSA6nKzEaHS5PGjq6AnYMdLjo/DopfMZqDQkDFUbWLuvHje+tBnFNW26SyEKuLT4KJw8fRTOnZuLhfmpUAoob+zA7qoWVLd0wSmCLpcbH+yqwX92Vo/oWE6H4G8Xz+t3QnGi/jBUQ1hLZw/ufmsnnlp9QHcpRAGVmRiN8+floiArAWfPyUak86vbWESAvLQ45KXFHbLNJUvG4aEP9uKet3f5fdxbTp+KJRPS/d6ewg9DNUS9t70Kt7y8FZXNnbpLIQqYjIRo3HDyZJw/LxcRzuHdDyoi+PEJBYiLcuL3r20f9rHPm5uDy4/MH/Z2FN4YqiGmtrULv3t1G17ffFB3KUQB9e0FefjNmdOQED2yP1OXHZGPe9/ehbZh3CI2PTsJfzhvJkRkRMem8MNQDRFKKbz0eTluf2M7GtsD1ymDyAouPzIft545zZRQczgEj166ADNzkxEd4cDG0kZ8WlSL5WsOoK6t+2vre2ebmc+5UMkvDNUQUFrfjptf3oqPdtfoLoUoIJwOwdmzs/GDYycgITria9dHR+roSRlf/rxkQjqWTEjHgvw0XPb42kPWcwjwt+/MQ26qucen8MFQtbAulxv//HQ//vqfPRzdiGzJId5xpW8/ZwYW5gd3lKLjJmfiwvm5eGFD2ZfLfn3aVBxZkDHAVkQDY6hakFIKb26pxB/f2oHS+g7d5RCZTgQ4f14urj9pCkYnx2ir45bTp+HD3TWobunCWbOzceXR47XVQvbAULWYzWWNuP317Vi3v0F3KUQBMTs3GXeeOxMzcpJ1l4LkuEjcc+Fs3L1yJ+4+fxY7JtGIMVQH8K9V+3Hm7OygzJV4sKkD97y1Cy99UR7wYxHpct68HNx13kxER1inE9BxkzORHh+F2Cjr1EShi6E6gEc+LMaf3tqFX51aiIsXjw3It9j2bhce/bAYj360F509HtP3T2QV1y6dhJ9/Y5IlW4NWaDWTPTBUBxAT6UB5owu3vLwVa/bV494LZ5n2DdvjUfj3F+W45+1dHMCBbM0hwO3nzMDFi8fpLoUo4BiqA/AN0Nc2VaDH5cFDF8+DwzGyb9pr99Xjjje2YzNnkiGbi4104sHvzMXSqaN0l0IUFAzVAfS9xvLWtkpc9/xG/OiEAkwelTjs/ZXWt+OulTvw5pZKs0oksqzk2Eg8ecUizM5L0V0KUdAwVAeQFPP1t+fljRV4eWMFZuYk47SZY7B0ahYmZSUMeJ3oQF07HvukGM+sLUW3m9dNyf6SYyPx9PcX81olhR2G6gCSYw8/f+KW8iZsKW/C3W/tRGZiNOaPTcWMnCQUZCUgNzUOPW4P1u2vx3s7qrF2X30QqybSi4FK4YyhOoCBQtVXTUsX3tpWibe28bQuhbekmAgGKoW14c2lFGaSg3B/KpFdOAT428XzGKgU1hiqAxhqS5WIgF+eUohjJmXqLoNIK4bqABiqRENz+swx+OGxE3SXQaQdQ3UADFWiwU0elYA/XcBxc4kAhuqAUuIYqkQDSYyJwKOXLkB8NPs8EgEM1QFNzEwAv3wT9U8E+OuyORifEa+7FCLLYKgOIC0+CvPGpuoug8iSrvvGZJxYyOEHiXwxVAdxYmGW7hKILOd7R+XjJycW6C6DyHIYqoNgqBId6pw52fjN6dPYMYmoHwzVQRSOTsSY5BjdZRBZwqLxafjTBbNHPFMTkV0xVAchImytEgHISYnFwxfPQ1QE/2wQHQ7/dQwBQ5XCXaRT8NDF85CeEK27FCJLY6gOwZETMxDNb+cUxn51SiHnRSUaAibFEMRGOXFUQYbuMoi0OGJCOq44arzuMohCAkN1iE7gKWAKQzGRDvzpglnsmEQ0RAzVIeJ1VQpHP1s6CXlpcbrLIAoZDNUhykmJReHoRN1lEAVNbmosrjyap32JhoOhOgxsrVI4ue6bkxEd4dRdBlFIYagOA0OV7O7Iien467I5+MbUUZiRk6y7HKKQw/mahmHu2FSkxEWisb1HdylEpstOjsFDF89DSlwUzpqdjVV769Dc0YMF+Wm6SyMKGWypDoPTITh+cqbuMohM5xDgL8vmIiUuCoB3JLEjCzIwPTsZbo/SXB1R6GCoDtOJUznVFdnPT06chEXjv94ijY1ywsnbaYiGjKE6TMdNyuQfGbKVBeNS8TNO40ZkCobqMCXHRWL+OE5cTvaQGBOBvyybgwgn/xQQmYH/kvywlL2AySbuOm8mclM5uAORWRiqfuCtNWQH316QhzNmZesug8hWGKp+KMhKQF5arO4yiPw2ITMet541TXcZRLbDUPWDiODEKWytUmiKcjpw/7K5iIvibepEZmOo+om31lCo+uUpUzhaElGAMFT9tHh8GmIjOS4qhZbjJmdyblSiAGKo+ikm0omjJ3HicgodGQnRuPfC2ZwblSiAGKojwF7AFEr+/K3ZyEyM1l0Gka0xVEfgBHZWohBx5MR0HMdxq4kCjqE6AqOTYzA9O0l3GRQkeWmxmDc2BRMy4r/2XHyUE7mpsbhgfq6GygYWFeHAb87g7TNEwcA+9SO0tDAL2yqadZdBJstJicXMnGTMykvGzBzvo3cGFwCoau7Ea5sq4PIonDJ9NPIz4tHj9qCzx43XN1egs8ejsfqvxEY68eB35mLqGH75IwoGhuoInTh1FO5/v0h3GTQCiTERWJSfhlm5KV+GaEbCwNceRyXF4PvHTEB9WzdqW7uwprgOjR09aGzvRnZyLIpr24JU/eHNzEnGAxfNRX4/LWsiCgyG6gjNyklGRkIUalu7dZdCQyQCzMpNwXGTMnDclEzMzk3xa0D5f39Rhv95blMAKhy5tPgoPHrpfGSncOQvomBiqI6QwyE4fkoWVmwo010KDSA7OQZHFWTg2MmZOLogA6nxUYNvNIhdla0mVGY+hwAPXDSXgUqkAUPVBCcWMlStoHB0Io6YmI5IpwMbDzQiIzEKR07MwJET0zE+Ix4i5t6fmZNqzdD6xUlTcFQB76Em0oGhaoJjJmUgwiFweZTuUsJKVmI0jp6UgWMmZeCoggxkJcYE9fjnzs3BH9/cgbZud1CPO5BvTM3CNcdN1F0GUdhiqJogMSYSi8an4bO9dbpLsbXYSCcWT0jD0cZp3ElZCaa3PocjIToCCTERlgnVsWlx+PO35nDEJCKNGKomObEwi6EaAGPT4nD6rDE4ZlIG5o9LRXSEtcZbrm+zRge16AgHHr5kHpJjI3WXQhTWGKomObEwC3e8sUN3GbaxKD8NVx8/AcdPzrJ0y2tCRgJ2VbXoLgN3nTcT07M58wyRbhxRySQTMhMwnvcDjtjUMUl46srFeP7qI3Bi4ShLByoA/ODYCbpLwAXzc3HePOuN5EQUjthSNdEJU7Kwr3af7jJCUmykE9efPAWXHTHOr3tGdTl/Xg721bbi1U0VaGzvQUunK6jHz06Owa1ncghCIqtgqJpo6dQsPP4pQ3W4ZuQk4f5lczEhM0F3KcMmIrjh5ELccHIhlFLYX9eOt7ZW4l+r9qOiqTPgx//dWdORGMPrqERWETpNghCwMD8NCdH8njIcF8zPxYqrjwzJQO1LRDA+Ix7XHD8R719/PH52YgECefb6mEkZ+Oa0UYE7ABENG0PVRFERDhzDicuH7LpvTsY9F8xCTKS1evSaISbSietOmoI3rz0GM3ICM5j9L08u1HpLERF9HUPVZJy4fGh+/o1J+NnSSbYPhcLRSXjxmiNxvskdiY6bnImZueztS2Q1DFWTHc+Jywf12zOm4dQZY1DdHPhrjlYQHeHEPRfMMnWu1SuPHm/avojIPAxVk2UmRmN2XoruMizrqmMn4Iqjx2PK6EQ0tPdgW0WT7pKCwuEQ3H3+LHxn8dgR7SfK6cAfzp3JywxEFsVQDYAT2Vrt11EF6fjVKYVf/l6QlYDMQeYttROnQ3DnOTPw829M8mv7nJRYrLjmCHxn8VjbnzYnClUM1QBYOpWh2ldqXCTu+/YcOH26wzodgqyk4A6Cr5uI4OffmIy/fHsOoiKG/s/v2MmZeP2nR2NWbkrgiiOiERv0X7WIPC4i1SKy1WfZPSKyU0Q2i8i/RSTFWJ4vIh0istF4POKzzXwR2SIiRSJyvxhftUUkWkSeM5avEZF8n20uE5E9xuMyM194IE3PTkJWYvi0wIbi9nNmBH0WGSs7Z24OnrxiEdIGmddVBLh26ST84/KFpswBS0SBNZSvyv8EcEqfZe8CmKGUmgVgN4CbfJ7bq5SaYzyu9ln+MICrAEwyHr37vBJAg1KqAMB9AO4GABFJA3ArgMUAFgG4VURSh/HatBER9gL2cdzkTJw+c4zuMixnyYR0vP3zY7FsYR5ifW4rinAIZuUm47IjxmH595fgf745+ZAWPhFZ16AjFSilPvJtPRrL3vH5dTWACwbah4iMAZCklFpl/P4kgHMArARwNoDfGauuAPCg0Yo9GcC7Sql6Y5t34Q3iZwar2QpOKMzCs+tKdZehndMh+M0Z03gN8DAyE6Pxx/Nn4fdnT8e+2ja43AoFWQm2vHeXKByYMfzPFQCe8/l9vIh8AaAZwC1KqY8B5AAo81mnzFgG47+lAKCUcolIE4B03+X9bGN5RxdkIMrpQLfbo7sUrc6bm4OCrNAfLSnQoiOcKBwdmEEiiCh4RtRRSURuBuAC8LSx6CCAsUqpuQCuA7BcRJIA9NdMUb27OcxzA23Tt46rRGS9iKyvqakZzksImPjoCCyekKa7DK1EgB+dUKC7DCKioPE7VI2OQ2cAuFgppQBAKdWllKozft4AYC+AyfC2Mn3vfM8FUGH8XAYgz9hnBIBkAPW+y/vZ5hBKqb8rpRYopRZkZmb6+5JMtzTMr6suLczidHhEFFb8ClUROQXArwCcpZRq91meKSJO4+cJ8HZIKlZKHQTQIiJLjOul3wXwirHZqwB6e/ZeAOB9I6TfBnCSiKQaHZROMpaFjBMLw3uw82ULRzbQARFRqBn0mqqIPAPgeAAZIlIGb4/cmwBEA3jX6ICy2ujpeyyA20TEBcAN4OrejkYAroG3J3EsvB2UVhrLHwPwLxEpgreFugwAlFL1InI7gHXGerf57CskjE2PQ0FWAoqqW3WXEnQFWQk4bop1zhoQEQWDGGdubWPBggVq/fr1usv40l1v7sCjHxXrLiOopmd7B5FnD1YisisR2aCUWtB3OUdUCrATwuy6aqTTO8YtA5WIwhFDNcBmh9mwcj86vgAzcjglGRGFJ4ZqgMVGOZGTEqu7jKDITY3FNcdP1F0GEZE2DNUgmBgmgx/89MQCnvYlorDGUA2CiZn2v1fzzNnZOGIC5/gkovBmxjCFNAi7D9NXODoR9144C9ERbKUSUXhjSzUIJmbaO1R/e+Y0BioRERiqQWHnUJ2UlYAjJqTrLoOIyBIYqkGQkRCFpBj7nWnPTo7Baz89mtO6EREZGKpBICK2u67qEODuCzjIAxGRL4ZqkGTb6F7VqAgHHrlkPo6ZxLF9iYh82e+cpEWVN3boLsEUDgEevngelk4N7xl4iIj6w1ANAqUUiqpCf6Yap0PwwEVzGahERIfB079BUNXchZYul+4yRux3Z07DaTPH6C6DiMiyGKpBsKe6RXcJfhHxDlzhEGBpYRYuWTJOd0lERJbG079BcKC+XXcJwzI2LQ7XnzwFxxRkIDU+Ck+tLkF1cydvnSEiGgRDNQga2rp1lzBk583Lwe1nz0B89FcfjUuWjENLZ4/GqoiIQgNDNQjq26wfSCLAb06fhu8dld9vizQxJlJDVUREoYWhGgSN7dZuqTodgvu+PQdnzc7WXQoRUUhjR6UgONjUqbuEAf35wtkMVCIiEzBUg6Cs0bodle46bybOmZujuwwiIltgqAaY26NwsNGaLdXrT5qMixaN1V0GEZFtMFQDrMvlhsujdJfxNafPHIMfn1CguwwiIlthqAaYBfMUOSmxuOv8mbzvlIjIZAzVAHNYMLfuPHcGkniLDBGR6RiqARYXFYEcC0379o2po3D8lCzdZRAR2RJDNQjOmG2dQehvOHmK7hKIiGyLoRoEN506Ff/7rdmIi3JqrePk6aMwZXSi1hqIiOyMoRok583LxRs/OwYzcpK0HD8pJgK/P2uGlmMTEYULhmoQjc+Ix4vXHIkrjhof9GPffs4MjE6OCfpxiYjCCUM1yKIjnPjtmdPwP9+YHLRjnj5rDIchJCIKAoaqJqOTo4NynMzEaNxx9gzek0pEFAQMVU0iHMF56+8+fyZS46OCciwionDHUNUkwhn4luNFi/JwYuGogB+HiIi8GKqadLk8Ad1/Tkosbj59WkCPQUREh2KoatLS6Qro/q9dOgkJ0ZyDnogomPhXV5Pmjh7T9/mNqVmYk5eCvTVtOHce50glIgo2hqomZp7+zUmJxWVHjsMPjpnAXr5ERBoxVDU5sTALj3y41+/tc1Jicd68HJw+awymjEpkmBIRWQBDVZOF+amYkBmP4pq2YW03f1wqfnjsBCydOgpOK84rR0QUxhiqmogIvr0gD3et3HnI8szEaCwYl4r0hCg0d7hQUtcGBWBSViLOm5eDIyems1VKRGRRDFWNZuWmAPC2Pi8/Mh8zcpIxNi2OLVAiohDFUNVoyYQ07LnzVEQ6eWcTEZEdMFQ1EhFEBmFkJSIiCg42kYiIiEzCUCUiIjIJQ5WIiMgkDFUiIiKTMFSJiIhMwlAlIiIyCUOViIjIJAxVIiIikzBUiYiITMJQJSIiMglDlYiIyCQMVSIiIpMwVImIiEzCUCUiIjIJQ5WIiMgkDFUiIiKTMFSJiIhMwlAlIiIyiSildNdgKhGpAVCiu44hygBQq7sIP7Du4GLdwcW6gytU6x6nlMrsu9B2oRpKRGS9UmqB7jqGi3UHF+sOLtYdXKFa9+Hw9C8REZFJGKpEREQmYajq9XfdBfiJdQcX6w4u1h1coVp3v3hNlYiIyCRsqRIREZmEoeoHEblWRLaKyDYR+bmx7B4R2Skim0Xk3yKSYiz/pohsEJEtxn9P9NnPByKyS0Q2Go8sY3m0iDwnIkUiskZE8n22uUxE9hiPywJYd76IdPjU9ojPfuYbr6dIRO4XEbFQ3Rf71LxRRDwiMsdC7/ftRs0bReQdEcn2Wf8mo4ZdInKyrvd7uLWHwGf8cHVb/TN+uLot/Rn3ee56EVEikuGzzDKf8YBRSvExjAeAGQC2AogDEAHgPQCTAJwEIMJY524Adxs/zwWQ7bNtuc++PgCwoJ9j/AjAI8bPywA8Z/ycBqDY+G+q8XNqgOrOB7D1MPtaC+AIAAJgJYBTrVJ3n21nAii22Pud5LPOz3yOOw3AJgDRAMYD2AvAGez328/arf4ZP1zd+bD2Z7zfuq3+GTeeywPwNrxjBmRY7TMeyAdbqsM3FcBqpVS7UsoF4EMA5yql3jF+B4DVAHIBQCn1hVKqwli+DUCMiEQPcoyzATxh/LwCwFLjm9vJAN5VStUrpRoAvAvglEDUfTgiMgbef+yrlPfT/SSAcyxa90UAnhnCMYJZd7PPOvEAejs1nA3gWaVUl1JqH4AiAIs0vN/Drj0EPuOHe8/7ZaHP+FDqttxn3HjuPgC/7FOzlT7jAcNQHb6tAI4VkXQRiQNwGrzfynxdAe+3rb7OB/CFUqrLZ9k/jNM0v+k95QEgB0ApABgf1iYA6b7LDWXGskDVPV5EvhCRD0XkGJ/ayg5Tg1Xq7vVtfP0Pjvb3W0TuFJFSABcD+G3fGvocK9jvtz+1+7LkZ3yAui39GR/C+225z7iInAXv2YpNfda30mc8YBiqw6SU2gHv6cZ3AbwF7+mM3hYTRORm4/enfbcTkenGdj/0WXyxUmomgGOMx6W9q/d36AGWB6LugwDGKqXmArgOwHIRSRqkBivU3bt8MYB2pdRWn8WWeL+VUjcrpfKMmn8yghpMr9vP2r3FWPgzfpi6Lf8ZH+T9tupn/Gb0/wXAMp/xQGKo+kEp9ZhSap5S6lgA9QD2AN4L5wDOgPeD/eX/YBHJBfBvAN9VSu312U+58d8WAMsBLDKeKsNX31QjACQbx/lyuSEXQAWGaDh1G6do6oyfN8B7/WOyUYPvqVbfGrTX7WMZ+nyDt8r77WM5vC27Q2roc6ygv99+1G75z3h/dYfCZ7y/un1Y8TO+H97rpZtEZL+xv89FZPQAx9LyGQ8YZYELu6H2AJBl/HcsgJ3wXig/BcB2AJl91k2B9xvc+X2WR+CrC/iR8F4vuNr4/cc49OL88+qri/P7jOOlGj+nBajuTHzViWACgPLeYwFYB2AJvupUcJpV6jbWc8D7j26CBd/vST7P/xTACuPn6Ti0E0exz/sf1Pfbj9pTYO3P+OHqtvpnvN+6rf4Z7/P8fp+aLPUZD9RDewGh+ADwMbx/0DcBWGosK4L3HP9G49H7QbgFQJvP8o0AsuDteLABwGZ4O3f81ecDFgPgBWOfa/v8w7nCWF4E4HsBrPt8o65NAD4HcKbPfhbAez1lL4AH8dUgItrrNp47Ht4OFL77sMr7/aLx3m0G8BqAHJ/1bzbe010wej/qeL+HWzus/xk/XN1W/4wP9Fk5Hhb9jPd5fj+MULXaZzxQD46oREREZBJeUyUiIjIJQ5WIiMgkDFUiIiKTMFSJiIhMwlAlIiIyCUOViIjIJAxVIiIikzBUiYiITPL/AU/MjlVheZLtAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8,8))\n", "\n", "# analyzing the identity overlay method\n", "identity = gpd.overlay(nta_shape, offset, how='identity')\n", "identity.plot(ax=ax)\n", "ax.set_title('Overlay = Identity')" ] }, { "cell_type": "code", "execution_count": 127, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plotting overlay methods\n", "fig, axs = plt.subplots(2, 3, sharey=False, figsize=(8,6))\n", "\n", "nta_shape.plot(ax=axs[0, 0])\n", "offset.plot(ax=axs[0, 0], color='None', edgecolor='black')\n", "axs[0, 0].set_title('Overlay = None (Original Shapes)')\n", "axs[0, 0].axis('off')\n", "\n", "union = gpd.overlay(nta_shape, offset, how='union')\n", "union.plot(ax=axs[0, 1])\n", "axs[0, 1].set_title('Overlay = Union')\n", "axs[0, 1].axis('off')\n", "\n", "intersection = gpd.overlay(nta_shape, offset, how='intersection')\n", "intersection.plot(ax=axs[0, 2])\n", "offset.plot(ax=axs[0, 2], color='None', edgecolor='black')\n", "nta_shape.plot(ax=axs[0, 2], color='None', edgecolor='black')\n", "axs[0, 2].set_title('Overlay = Intersection')\n", "axs[0, 2].axis('off')\n", "\n", "symmetric_difference = gpd.overlay(nta_shape, offset, how='symmetric_difference')\n", "symmetric_difference.plot(ax=axs[1, 0])\n", "axs[1, 0].set_title('Overlay = Symmetric Difference')\n", "axs[1, 0].axis('off')\n", "\n", "difference = gpd.overlay(nta_shape, offset, how='difference')\n", "difference.plot(ax=axs[1, 1], color='None', edgecolor='#1f77b4', linewidth=5)\n", "offset.plot(ax=axs[1, 1], color='None', edgecolor='black', zorder=1)\n", "axs[1, 1].set_title('Overlay = Difference')\n", "axs[1, 1].axis('off')\n", "\n", "identity = gpd.overlay(nta_shape, offset, how='identity')\n", "identity.plot(ax=axs[1, 2])\n", "axs[1, 2].set_title('Overlay = Identity')\n", "axs[1, 2].axis('off')\n", "\n", "fig.suptitle(\"Overlay Methods\\n\", fontsize=20)\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 11.6 Aggregation with Dissolve" ] }, { "cell_type": "code", "execution_count": 128, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.7604081St. Albans45401.3169155Queens4MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ...
1BK6920528197.0577047Clinton Hill23971.4662361Brooklyn3MULTIPOLYGON (((-73.95337 40.68064, -73.95328 ...
2BK4617782095.6686047Ocean Parkway South21975.9967416Brooklyn3MULTIPOLYGON (((-73.97075 40.62563, -73.97047 ...
3BX2825666124.7136005Van Cortlandt Village21945.7195842Bronx2MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ...
4QN5582461393.5232081South Ozone Park36708.1692925Queens4MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ...
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.7604 081 St. Albans 45401.3169155 \n", "1 BK69 20528197.0577 047 Clinton Hill 23971.4662361 \n", "2 BK46 17782095.6686 047 Ocean Parkway South 21975.9967416 \n", "3 BX28 25666124.7136 005 Van Cortlandt Village 21945.7195842 \n", "4 QN55 82461393.5232 081 South Ozone Park 36708.1692925 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((-73.75205 40.70523, -73.75174 ... \n", "1 Brooklyn 3 MULTIPOLYGON (((-73.95337 40.68064, -73.95328 ... \n", "2 Brooklyn 3 MULTIPOLYGON (((-73.97075 40.62563, -73.97047 ... \n", "3 Bronx 2 MULTIPOLYGON (((-73.88705 40.88435, -73.88705 ... \n", "4 Queens 4 MULTIPOLYGON (((-73.80577 40.68293, -73.80552 ... " ] }, "execution_count": 128, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in nta data\n", "url = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(url)\n", "\n", "nta_shape.head()" ] }, { "cell_type": "code", "execution_count": 129, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 129, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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geometryntacodeshape_areacounty_fipsntanameshape_lengboro_code
boro_name
BronxMULTIPOLYGON (((-73.89919 40.79650, -73.89852 ...BX2825666124.7136005Van Cortlandt Village21945.71958422
BrooklynMULTIPOLYGON (((-73.96081 40.57386, -73.96091 ...BK6920528197.0577047Clinton Hill23971.46623613
ManhattanMULTIPOLYGON (((-74.00835 40.68640, -74.00816 ...MN1234379942.2028061Upper West Side29160.20627171
QueensMULTIPOLYGON (((-73.88307 40.56838, -73.88305 ...QN0877412747.7604081St. Albans45401.31691554
Staten IslandMULTIPOLYGON (((-74.22211 40.50260, -74.22217 ...SI0763256575.2896085Westerleigh41655.70481715
\n", "
" ], "text/plain": [ " geometry ntacode \\\n", "boro_name \n", "Bronx MULTIPOLYGON (((-73.89919 40.79650, -73.89852 ... BX28 \n", "Brooklyn MULTIPOLYGON (((-73.96081 40.57386, -73.96091 ... BK69 \n", "Manhattan MULTIPOLYGON (((-74.00835 40.68640, -74.00816 ... MN12 \n", "Queens MULTIPOLYGON (((-73.88307 40.56838, -73.88305 ... QN08 \n", "Staten Island MULTIPOLYGON (((-74.22211 40.50260, -74.22217 ... SI07 \n", "\n", " shape_area county_fips ntaname \\\n", "boro_name \n", "Bronx 25666124.7136 005 Van Cortlandt Village \n", "Brooklyn 20528197.0577 047 Clinton Hill \n", "Manhattan 34379942.2028 061 Upper West Side \n", "Queens 77412747.7604 081 St. Albans \n", "Staten Island 63256575.2896 085 Westerleigh \n", "\n", " shape_leng boro_code \n", "boro_name \n", "Bronx 21945.7195842 2 \n", "Brooklyn 23971.4662361 3 \n", "Manhattan 29160.2062717 1 \n", "Queens 45401.3169155 4 \n", "Staten Island 41655.7048171 5 " ] }, "execution_count": 130, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# dissolving nta shapes by borough\n", "boro = nta_shape.dissolve(by='boro_name')\n", "boro.head()" ] }, { "cell_type": "code", "execution_count": 131, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 131, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "boro.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# 12. Additional Attributes and Methods" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 12.1 Unary Predicates" ] }, { "cell_type": "code", "execution_count": 132, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False 195\n", "dtype: int64" ] }, "execution_count": 132, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nta_shape.geometry.is_empty.value_counts()" ] }, { "cell_type": "code", "execution_count": 133, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False 195\n", "Name: geometry, dtype: int64" ] }, "execution_count": 133, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nta_shape.geometry.isna().value_counts()" ] }, { "cell_type": "code", "execution_count": 134, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True 195\n", "dtype: int64" ] }, "execution_count": 134, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nta_shape['geometry'].is_simple.value_counts()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 12.2 Binary Predicates" ] }, { "cell_type": "code", "execution_count": 135, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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1BK6920528197.0577047Clinton Hill23971.4662361Brooklyn3MULTIPOLYGON (((997183.302 187255.730, 997207....
2BK4617782095.6686047Ocean Parkway South21975.9967416Brooklyn3MULTIPOLYGON (((992370.385 167211.562, 992446....
3BX2825666124.7136005Van Cortlandt Village21945.7195842Bronx2MULTIPOLYGON (((1015481.837 261490.578, 101548...
4QN5582461393.5232081South Ozone Park36708.1692925Queens4MULTIPOLYGON (((1038120.503 188147.096, 103819...
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.7604 081 St. Albans 45401.3169155 \n", "1 BK69 20528197.0577 047 Clinton Hill 23971.4662361 \n", "2 BK46 17782095.6686 047 Ocean Parkway South 21975.9967416 \n", "3 BX28 25666124.7136 005 Van Cortlandt Village 21945.7195842 \n", "4 QN55 82461393.5232 081 South Ozone Park 36708.1692925 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "1 Brooklyn 3 MULTIPOLYGON (((997183.302 187255.730, 997207.... \n", "2 Brooklyn 3 MULTIPOLYGON (((992370.385 167211.562, 992446.... \n", "3 Bronx 2 MULTIPOLYGON (((1015481.837 261490.578, 101548... \n", "4 Queens 4 MULTIPOLYGON (((1038120.503 188147.096, 103819... " ] }, "execution_count": 135, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in nta data\n", "url = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(url)\n", "\n", "nta_shape = nta_shape.to_crs(epsg=2263)\n", "nta_shape.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 12.2.1 Centroids vs. Representative Points" ] }, { "cell_type": "code", "execution_count": 136, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "True 195\n", "dtype: int64" ] }, "execution_count": 136, "metadata": {}, "output_type": "execute_result" } ], "source": [ "nta_shape.centroid.geom_almost_equals(nta_shape.centroid).value_counts()" ] }, { "cell_type": "code", "execution_count": 137, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "False 195\n", "dtype: int64" ] }, "execution_count": 137, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# an nta's shape centroid does not equal their representative point\n", "nta_shape.centroid.geom_almost_equals(nta_shape.representative_point()).value_counts()" ] }, { "cell_type": "code", "execution_count": 138, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8,8)) # creating a figure\n", "\n", "nta_shape.plot(ax=ax, \n", " color='none', \n", " edgecolor='black')\n", "\n", "nta_shape.centroid.plot(ax=ax, \n", " label='Centroid')\n", "\n", "nta_shape.representative_point().plot(ax=ax, \n", " label='Representative Point')\n", "\n", "ax.legend(loc=2, fontsize='x-large')\n", "ax.set_title('Centroid vs. Representative Point Locations of Neighborhood Tabulation Areas (NTA) ', \n", " fontsize=15,\n", " pad=15)\n", "ax.set_aspect('equal', 'box')\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 12.3 Constructive Methods" ] }, { "cell_type": "code", "execution_count": 139, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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ntacodeshape_areacounty_fipsntanameshape_lengboro_nameboro_codegeometry
0QN0877412747.7604081St. Albans45401.3169155Queens4MULTIPOLYGON (((1052996.196 196307.658, 105308...
1BK6920528197.0577047Clinton Hill23971.4662361Brooklyn3MULTIPOLYGON (((997183.302 187255.730, 997207....
2BK4617782095.6686047Ocean Parkway South21975.9967416Brooklyn3MULTIPOLYGON (((992370.385 167211.562, 992446....
3BX2825666124.7136005Van Cortlandt Village21945.7195842Bronx2MULTIPOLYGON (((1015481.837 261490.578, 101548...
4QN5582461393.5232081South Ozone Park36708.1692925Queens4MULTIPOLYGON (((1038120.503 188147.096, 103819...
\n", "
" ], "text/plain": [ " ntacode shape_area county_fips ntaname shape_leng \\\n", "0 QN08 77412747.7604 081 St. Albans 45401.3169155 \n", "1 BK69 20528197.0577 047 Clinton Hill 23971.4662361 \n", "2 BK46 17782095.6686 047 Ocean Parkway South 21975.9967416 \n", "3 BX28 25666124.7136 005 Van Cortlandt Village 21945.7195842 \n", "4 QN55 82461393.5232 081 South Ozone Park 36708.1692925 \n", "\n", " boro_name boro_code geometry \n", "0 Queens 4 MULTIPOLYGON (((1052996.196 196307.658, 105308... \n", "1 Brooklyn 3 MULTIPOLYGON (((997183.302 187255.730, 997207.... \n", "2 Brooklyn 3 MULTIPOLYGON (((992370.385 167211.562, 992446.... \n", "3 Bronx 2 MULTIPOLYGON (((1015481.837 261490.578, 101548... \n", "4 Queens 4 MULTIPOLYGON (((1038120.503 188147.096, 103819... " ] }, "execution_count": 139, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# reading in nta shape data\n", "url = 'https://data.cityofnewyork.us/api/geospatial/cpf4-rkhq?method=export&format=GeoJSON'\n", "nta_shape = gpd.read_file(url)\n", "\n", "nta_shape.to_crs(epsg=2263, inplace=True)\n", "nta_shape.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 12.3.1 Buffer" ] }, { "cell_type": "code", "execution_count": 140, "metadata": {}, "outputs": [ { "data": { "image/png": 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kEolE8lxexrtKwKyl+ZXk59mqrsOc4wQAKsOc0wQAvoU5Z49OCBEKc56Rnyy2PY+FECUtY7aGOd9JVp8sz6nGALbQbBG9HkB1IYSrEMIV5vDr63/nuUokEolEIvkP8TI2OWUAtALwixDisKXsQ5gz0U60aF5SYLGJIXlcCLEc5sRpGQB6kMy09OsGYD4Ae5gNjrOyQ88F8KXFSPkegGaWse4JIT4GkJVDZXiWEbJEIpFIJBLJ8/jX5a6Kj4+n9K6SSCQSieS/gRDiAMl4W3Uy4rFEIpFIJJJ/JVLIkUgkEolE8q9ECjkSiUQikUj+lUghRyKRSCQSyb8SKeRIJBKJRCL5VyKFHIlEIpFIJP9KpJAjkUgkEonkX4kUciQSiUQikfwrkUKORCKRSCSSfyVSyJFIJBKJRPKvRAo5EolEIpFI/pVIIUcikUgkEsm/EinkSCQSiUQi+VcihRyJRCKRSCT/SqSQI5FIJP/PIImPP/4Y27dvR2Zm5t+9HInkH4sUciQSieT/GevWrcNHH32Et99+G/nz58f48ePx6NGjv3tZEsk/DkHy717DayU+Pp779+//u5chkUgkr0xGRga2bt2Kli1bwt3dHY8fP8bdu3eRlpYGAHB1dUWJEiVQq1Yt1K9fH8HBwX/ziiWSvx8hxAGS8bbqNH/1YiQSiURizf379zFlyhRMmzYNAQEBSEpKwsyZMxEXFwdPT0/Y2dnh119/xWeffYZVq1bh0KFD+OCDDxAbG4vBgwejevXqEEL8redAEjdu3MC5c+dw//59ZGZmwsnJCSEhIQgODoZGIx83kr8eqcmRSCSSvwmSmDt3LgYOHIjatWujX79+CA8Ph16vx8OHD2E0GnP1efLkCbZv345vvvkGS5YsgVqtRkBAAFauXIno6Oi/dP3p6elYt24dli1bhs2bN8NkMiE8PBxubm5Qq9V4+PAhLly4gHv37qF06dJo1KgRmjRpAhcXl790nZJ/N8/T5EghRyKRSP4GHj9+jDZt2uDSpUuYO3cuihYtCgA4evQo3nrrLZw8efKFYzx48ABfffUVevXqhczMTNStWxfjxo1DRETEn7r2zMxMzJkzB6NGjUJAQAASExNRs2ZNhISEADBrptLS0uDi4gKdToekpCRs3boVS5cuxdatW9GxY0cMGDBACjuS18LzhBxpeCyRSCR/MXfv3kXFihXh7u6OPXv2KAIOABw+fBixsbEvNY6Liwu6desGX19fDBgwANu3b0exYsVQvnx5zJ8/H0+ePHntaz9+/DgSEhLw1VdfYenSpdi1axe6du2qCDhbt26Fm5sbfHx8MH78eACAu7s7GjdujJUrV+LQoUO4d+8eChQogG+++ea1r08iyY4UciQSieQv5MmTJ6hduzaqVauGWbNmQafTWdXv27cPhQsXfqUxVSoVKlSogOPHj8PT0xMFCxbEqlWrEBgYiPbt22Pnzp14HVr7lStXomLFiujRowe2bt2KkiVLWtWfOnUKzZo1Q/HixQEAvXr1yjVGUFAQZs+ejVWrVuHdd99F//79YTKZ/vDaJBJbSCFHIpFI/iJIokuXLoiOjsaoUaNyGQs/e/YMW7ZsQZkyZV5pXJVKhfT0dAQGBmLDhg34+uuvMXDgQPz6668oUKAAunTpgsjISIwdOxZ37979XWv/4osv8M4772Djxo3o0KGDTUPnhQsXIi0tDceOHcO6detgMBjyHK906dI4cOAAdu3ahY4dO0pBR/KnIIUciUQi+YtYsWIFDh8+jGnTptkUEo4fP45Tp06hVKlSrzSuWq1W3Mzz58+PGTNmoGXLlnBxcUG/fv1w/PhxLFiwAMePH0dERAQ6deqE3bt3v7R25/vvv8eHH36ILVu2WG2t5aRYsWJ48OABnj17hlOnTiEgIAC1a9fGhQsXbLZ3c3PDhg0bcPLkSQwcOPCVzlkieRmkkCORSCR/AcnJyejTpw9mzpyZp4bj119/xRtvvAE7O7tXGluj0SAlJUX5/MYbb6Bo0aIYN24cAEAIgVKlSmH+/Pk4fvw48ufPj06dOiEiIgIjRozApUuX8hz7ypUraNeuHVatWpWnQfPjx4/Rtm1bdOzYEePHj8e+ffuwfv16FC1aFKVKlUJ8fDzefvttnDp1KldfBwcHrFmzBkuWLMHatWtf6bwlkhdC8l91FCtWjBKJRPL/jalTp7JevXrPbdOkSRPOnTv3lccuWLAg58yZY1V26tQpenp68vHjxzb7mEwm/vjjj+zWrRvd3NxYo0YNrly5kikpKVbtGjRowOHDhz93/jVr1hAA+/XrZ7P++vXrfP/996nRaPJss23bNgYEBPDRo0fPnUsiyQmA/cxDJpCaHIlEIvmTIYlp06ahT58+eba5desWvvvuO9SuXfuVx7ezs0NycrJVWUREBEqVKoXly5fb7COEQPHixTFt2jRcuXIFiYmJmDRpEvz8/NCtWzfs378fW7duxbFjx/D+++8/d/5Vq1YBALp27Wqz3tfXF6NHj8akSZOwbNkyTJgwAePHj8fp06eVNhUqVEDFihUV7ZNE8jqQQo5EIpH8yZw4cQKPHz9GuXLl8mzzySefoESJEvDx8Xnl8XNuV2XRqlUrLF269IX9DQYDEhMTsX37dhw6dAj+/v5o0qQJGjRogBIlSuDhw4fP7R8ZGYnu3bsjLCzsue2qVq2KN998ExcvXsTGjRsxcuRIq/rBgwdj6tSpePbs2QvXLJG8DFLIkUgkkj+ZzZs3o0aNGlCp8v6X+/3332PChAm/a/zU1FTo9fpc5VWrVsXevXuRmpr60mMFBQVh0KBB2L59OwBg165dCA4ORtu2bXMZKx8/fhyxsbEYMGAA3nrrrReOHR4ejvHjx2PChAkYPHgwjh8/blUfERGBYsWK4X//+99Lr1cieR5SyJFIJJI/mQMHDiixY2zx6NEjnDt3DgUKFLCuWLwYCAkBVCrz6+LFNvvfunXLpteTi4sLgoKCXip6ck7Wrl2LWrVqIS0tDR06dEB0dDQ6deqE8PBwDBw4EOfPn8fBgwdx+PBhfPrpp6hQocIrjR8aGopz584hPT3dqrxp06ZYvXr1K69XIrGFFHIkEonkT+bs2bMIDw/Ps/7BgwdwdXWFWq3+rXDxYqBzZ+DSJYA0v3bunEvQMZlMuH//PgoVKmRz7PDwcJw7d+6V1/zdd99hy5YtiI6OxpQpU/D+++/j+PHjWLJkCZKSkhAXF4dOnToBAPr27fvK4/v4+KBYsWKYNWuWVXnlypWxffv21xK8UCKRQo5EIpH8yTx48ADu7u551q9fvx41a9a03s4aOBDIaZvy7Jm5PBuHDx+GXq/PMw+Um5sb7t+//9Jrffr0KUaNGoV169ahWLFi2Lx5s1KXZaw8Y8YM3Lt3D6tXr8a3336bWzh7Ce0TAHz22WcYPnw4Hjx4oJQFBQUhLS0NSUlJL71miSQvNH/3AiQSieTfTmZmprUgkIP169ejXr161oWXL9tunKP8+vXrcHR0fO78L6sVWb9+PVq0aAFXV1fo9XosW7Ysz7YqlQq1atWyLszSPmUJZ1naJwBo2TLXGEWKFEGBAgWwb98+1KxZE4BZkAoJCcGlS5fg4eHxUuuWSPJCanIkEonkT8bR0TFPD6WMjAxs3rwZ1atXt64ICrI9WI7y0NDQ53o/PX36FA4ODi9c49q1a9GoUSN89NFHOHPmDFJSUl4oPOXiJbVPWSQnJ+Pw4cOIi4uzKndwcJAeVpLXgtTkSCQSyZ9MSEgILl68mCuhJQDs378ffn5+sLe3x+bNm3HmzBncu3cPkcWKof7169BmN8w1GIBPPrHqHxkZieTkZKSmpuZK9gkAFy5cUDKE50VSUhJatmyJCRMmoGPHjuYgaioVZsyYgcaNG8PLy8uqfUZGBi5evIhr167h6dOn0Ov18PDwQOHLl5E7WQXy1EqlpaUhMzMTrq6uVuUmk+m5mi+J5GWRQo5EIpH8yRQqVAgHDx5Es2bNrMofPnyITz75BElJSQgMDERsbCwiIyPh6emJo4UKITk5GTW2b4f7s2e4qlLhu9hYRPn5oSKp5L7SaDRwcHDA9evXERoaajV+WlqakqTzeUydOhU6nQ7Xrl1D8eLFcfbsWZhMJowbNw7vvPMOnJyc4OHhoWh2Tpw4AS8vLwQGBsLBwQGpqam4desW1gGwqX/KQyvl7OyMAgUKYOfOnahYsSKEEBBCICkpKU8bI4nkVZBCjkQikfzJVKhQwcoDKTk5GWPGjMHkyZMBAO+++y769u1rUxOThfraNaStXIkePXrAaDRi7Nixitu2wWDAtWvXcgk5+/btQ3h4+AsFhosXL+LOnTtYt24d6tSpgzp16qB3794YNWoUfH190adPH2zZsgUeHh64desWvL294ebmhl9//RXVqlXD559/Dh8fH2QsXIjMLl2gzhaYMFOngzqH9unOnTv43//+h23btuHy5cuoVasW0tPTIYSAs7MzHjx4gM8//xzVqlVDnTp1YDQaX+o6SyQ5kTY5EolE8idTtmxZXLlyBWfOnMGPP/6IQoUK4cSJE/jf//6Hx48fo1+/fs8VcADA398fb7/9No4dO4a+ffuiVatW6NSpE549ewaj0YgbN27k6rNs2TI0atToheubN28eSGLfvn0YMmQI4uPjER8fjzFjxqBUqVKIjY3FlStXcOnSJSQlJaF///44ePAgPvzwQ9y/fx9hYWF46623oGndGuo5c4DgYFAIPHF3xzsODmj1ww94+PAh9u/fj0aNGiE8PBybNm1ChQoVMG7cOKSlpWHChAl49OgRlixZgrCwMBQuXBgLFixAQEAAunTpgvPnz//u6y/5D5NXUqt/6iETdEokkv+P9OvXj9WrV6enpydXrVpFklywYAHfeOON3zXeo0ePmJiYyCJFijB//vycPXu2Vf39+/fp5ubGS5cuvfLYT548YUJCAh0dHXnu3Llc9du3b6ebm5vy+cMPP6STkxNXrlxpc6y2bdvS0dGRXl5enDhxolXS0MzMTPbt25cA6ODgwEKFCrFZs2Y0mUwkyZs3b3LgwIF0d3fngAEDmJyc/MrnI/l3A5mgUyKRSP5evLy8sGnTJixduhRvvvkmgN/i4/weHB0dsXDhQjRq1Ajnzp3LtVX12WefoV69egjKy0srDx4/foyqVasiKioKGo3GpgHw1KlTUapUKeVznz590KdPH3Tq1Am+vr549913Fe+oo0ePYtOmTYrRdcWKFa22n1QqFcaOHQtXV1csX74cN27cwM6dO5E/f36MHz8eWq0WI0aMwNGjR3Hq1CmUKlVKanUkL09e0s8/9ZCaHIlE8v+NdevW0dfXlz179uQbb7xBk8nEzMxMenp68uLFi39o7JEjR9LFxYXR0dH89ddf+fjxY/766690d3fnlStXrNqePHmSU6dOZdu2bVmmTBlGR0czPDyccXFxbNiwIQcMGMBixYqxXbt2NJlM7Nu3L3v16mU1xuPHj6nVann27Nlca0lLS+Py5ctZvHhxGgwGRkVF0cXFhWvXriVJLl26lP7+/rx8+XKuviVLlmTjxo0ZHx/PzMxM7tu3j82aNaOzszObNWvG7du3MzMzkxMnTqSXlxeHDx/OO3fu/KFrJ/l3gOdocv52oeR1H1LIkUgk/5+4fv06fXx8uH37diYnJzMmJobTp0/njz/+yOjo6FceLzk5mStXrmS7du3o5+dHAHR0dFQOvV5PjUbDokWLcubMmbxx4wbnzJnD2NhY+vn5sV27dpw1axa3bt3KX375hb/++it/+uknrlixgmXLlqWzszNdXV3Zo0cP7tu3j+7u7jxz5owy/4wZMxgaGvrCdS5YsID29vbU6/XMly8fx48fz8zMTI4aNYqlS5dmenq6VfuxY8fSzs6O3377rVX5vXv3OHHiREZFRTFfvnwcNmwYXV1dqVaraTQaWbduXX7//ffK9pbkv4cUciQSieRvokWLFvzggw+Uz6dOnaK3tzebN2/Ofv365dnv7NmzfPPNN/nLL7+QJB88eMAhQ4bQ1dWVcXFxrFmzJu3s7AiAP/74I+/fv09fX1+WKVOGb775Jr/88kuWLVuWQgj6+/tzwYIFzMjIyHO+o0eP0sPDg9evX+elS5c4YMAAuru7s1y5cixXrhwzMjJoMpmYL18+jho16rnnfOXKFXp7e3PTpk18+PAhJ02aRJ1Ox/z58zMzM5OVKlXihAkTrPoMGDCAKpWKN27csDmmyWTiTz/9xB49ehAAAbBgwYKcOXMmCxcuzLCwML733ns8ePCgFHj+Y0ghRyKRSP4GDh06RF9fXz558sSqfO/evdRoNPzoo49s9vvuu+/o6uqqGOPOnj2bvr6+TExMJADqdDoajUYOGjSI3t7eJM0GvoULF6a7uzsfPXrEzp07M1++fFyxYgUHDx5Md3d3fvzxx7k0KFlUr16dU6ZMsSq7desWW7VqRXt7e3bo0IHbt2+ni4sLMzMz8zxnk8nEmjVrcvjw4Vblbdu2ZaVKlXj27Fm+88471Gq1zJ8/P319fenp6UkhBN3c3Hjy5ElmZmby6NGj/Oqrrzh69GgOHjyYw4cP5+TJk/nDDz/w5MmTnD9/Pps0acJ+/frRZDLx4MGDHDRoEENCQhgWFsY+ffpw165dz12r5N/B84QcYa7/9xAfH8/9+/f/3cuQSCQStGrVCjExMejXr59V+e3btxEWFgY3Nzc0adIEI0aMgL29PQBzeoV69eph1KhReO+99xAWFoZbt26hbdu2IImDBw/ixx9/RHJyMlq2bAlnZ2f07dsXzZs3R6lSpbBp0yZ4enoiJCQEX3zxBZycnAAAly9fRocOHZCeno5Vq1ZZJQw9dOgQ6tWrh/Pnz8POzi7XecyYMQM9evRAYGAgEhISsGLFijzPec2aNejfvz+OHDkCrVYLwJyg1NfXFyqVCiaTCQULFsTTp09RqFAhVKxYER9++CGmTp2KoKAgzJ8/H99++y3c3NxQpEgRBAcHw9HREenp6bh79y727duH48ePIygoCC1atMD06dOxd+9eJcs7SRw5cgSrV6/G119/jfv376NBgwZITExEyZIllSCKkn8PQogDJONtVuYl/fxTD6nJkUgk/x94/PgxnZycbBrHDhw4kADo7e3N6tWrMzQ0lEuWLGFGRgaLFCnCvn37MjU1lfXq1WPlypU5bNgwxsXFEQC3bNlC0qxlAcBGjRrR09OTCxYs4LNnzxgUFMRChQrZ1GBkZGTw/fffZ1RUFK9fv06SbN++PaOiojh06NDnns+sWbMIgA0aNMhTG2QymRgXF8cPP/yQ77//PuvWrcu4uDh6enpSq9WyZMmS7Nq1KxcuXMi1a9fS19eXHh4enDBhAkuVKsXw8HB+9tlnNg2TT548yWbNmtHBwYElS5akk5MTDQYDdTodCxcuzC+//JI1a9ZkREQEg4ODmS9fPhYpUoQ1atRgYmIi8+fPz9DQUPbu3ZsbNmxgamrqC++h5J8B5HaVRCKR/LX873//Y5UqVWzWVa5cmdOnT2dISAiHDh3KjRs3skyZMnRxcaFOp+N3333Hpk2bskGDBkxLS1P6paam8ubNm1y6dClr1KhBlUpFlUpFAMp2UPny5V9oGDxixAjGxMTwxIkTBEC1Ws2TJ08+t8+QIUMYFBREOzs7JiQk8MSJE1b1R44cYe3atalSqVi5cmUOHz6cX3/9Nbdt20aj0cgxY8Zw3bp1HD9+POvXr087OzsKIRgXF0dfX19++eWXNm2Grl27xsTERNrb27Nq1aqKN1pmZiYrV65Me3t7AqAQgg0aNOCXX37J77//nqtWreL48ePZsGFDxSjbycmJOp2Oer2eANi9e3du3779ubZKkv//SCFHIpFI/mL69evHjz/+OFf5tWvX6OLiwmfPnrFLly4EwHz58rFChQrU6/Vs1qwZ/f39KYRgeHg4y5Qpw0qVKjEhIYFeXl50dnZmnTp1OHv2bN67d49t2rShvb09o6OjqdFoaGdnR5VKxZYtW3LFihW8detWrjWYTCZ26tSJQUFBdHFxoUajeaGxblhYGGfOnMkRI0YwPDyc7u7u7NixI3fs2MHExET6+vqyfPnyfPfdd636jRo1ivnz5ydJ3r59mx9//DE9PT3ZunVrGo1G6vV6FitWjPv371f63L9/n6tXr2aPHj1oMBhYqlQpm672X375JQGwbNmy7Nu3L318fHLZFZFmgejcuXM8evQoz5w5w2HDhtHb25tGo5FqtZoA2KNHD+7YsUMKPP9ApJAjkUgkfzF169bl6tWrc5WPGzeO7dq1Uz7fvXuXc+fOZdOmTfnDDz/wxrhxvKxS0SQEU319+evgwdy4cSP37dvHq1evWgkj06dPp6urK0+fPs3AwEDFTT0yMpIlSpRgcHAwdTodNRoNa9asaRXbZu/evRRCsFq1atTr9S88n5iYGA4bNozp6eksUqQIZ8+ezSmlS/MiwEyA95yc+I6XFxctWsSbN2/yzp07PHLkCA0GA9u0acMaNWrQ2dmZbdu25Z49exgdHc2qVauyS5cu/OKLL+jl5cXRo0dz2rRpdHBwYFBQECtXrsxdu3bluaaffvqJrq6unDZtGtu0acPz588zPDycY8eOfeH5mEwm7t27l126dFE0PUIIAuDbb7/NI0eOvHAMyf8PpJAjkUgkfzGxsbH8+eefc5XHxcVx06ZNtjstWsRktdr8rznrMBjIRYtyNb18+TKNRiO/+eYbTp48mfXr11fqWrZsyQULFpA0x9VRqVQsX748DQYDIyMjGRYWxgIFCrBq1arU6/X08vJ67rncvHmTOp1Oce9ev349uzk782n2dQJ8AvAdLy96enrS1dWVLi4utLe3Z48ePbhixQo+fvyYaWlpLFOmDPv168c1a9awVq1a5KJFTPf3ZybAiwD3v/feS13j8+fP097envv372fhwoVJmt3Xg4KCuGzZspcagyTT09O5fv16JiYm0mAw0NHRkSqViklJSS89huTv4w8JOQACAWwF8CuA4wDezlbXC8ApS/mYbOUDAJy11NXIVl4MwC+WukmA4t2lA7DMUv4jgJBsfdoAOGM52rxovVLIkUgk/x+IiIjIZbfy888/083Njf369WODBg1YvHhxFixYkPHx8axduzbvODhYCzhZR3Cw1Tgmk4mVKlVi1apVaTKZGBERwa1bt3LXrl2cPHkyCxYsyFKlSrF169bs2bMn1Wo1v/jiC+7YsYMTJkxgv379GBUVxdTUVNrb29PZ2Zlr1qzh3bt3bZ7LZ599xgIFCiifFy5cyIu21pltrQ8fPqTRaOT3339vNdYHH3zAWrVqMTMzk1u2bOGwyEia7O2txkhRq2myIdjl5P79+1SpVHz48CENBoNSfuDAAXp4eNjMu/UiUlJS2KBBA4aFhb1yX8nfwx8VcnwBxFneOwI4DSAaQCUAmwDoLHVeltdoAEcsgksogHMA1Ja6nwCUAiAArANQy1LeHcAMy/tmAJZZ3rsBOG95dbW8d33eeqWQI5FI/j8QExPDQ4cOkSQPHjzIli1bUqfTMSgoiEOHDuXKlSu5d+9eHjlyhD/++CO/+eYbZuYlOAhhNfaCBQvo5ubGp0+fcs6cOTQajXRycmJcXBy7dOmipGaYN28ex48fT19fX/r4+NDBwYH169fnt99+q3hfVatWjXZ2dgwMDCQAHj16NNe55M+fn+PGjSNp3iLy9PSk6QVrHTp0KCMjI63GOXr0KD09PRU7obVr1/KqRmNznIeuri+8xkuWLGFgYCBNJhPVarWVkfaoUaNYp06dl7xbv3Hx4kUGBARw27ZtJMkpU6YwJiZG0co9efJEbmX9P+O1blcB+B+AagCWA6hqo34AgAHZPq+3CDa+AE5mK28OYGb2Npb3GgB3LYKQ0sZSNxNA8+etTwo5Eonk/wNVqlThokWL2LRpU/r5+XH06NEMDAzkwYMHbbY3mUy8knOrynKk+voqQsnVq1fp6OjIkSNHslKlSnRzc2O5cuV48+ZNZayaNWtapUf4+eefaW9vz9u3b3PevHmMjY1l4cKFuWXLFk6dOpU6nY5XrlyhWq1mt27d+M4777Bw4cKsV68eDx06REdHR6anp/PZs2fMly8fV65cyTQ/vzw1Offv36fRaOSGDRuszrFevXqcOHEiSbOAYjAY8hTsMvMQuLLToEEDdujQgSSp1WqtMpSnpqYyX7583L59+yvcNRIAY2JimJGRwfnz5yvRlb/44gvlHAAwICDglcaV/Hk8T8h5pSzkQogQALGWLaUIAOWEED8KIbYLIRIszfwBXMnW7aqlzN/yPme5VR+SGQAeAnB/zlg519VZCLFfCLH/zp07r3JKEolE8qdgZ2eHrl27In/+/Dhz5gyePn2Khw8fwsvLy2b78+fP41NHR9ASFDCLpwDa3rgBtVoNBwcH5M+fHyaTCSNHjkSVKlVQvnx5dO/eHd7e3kqfkydPIiIiQvkcHx+P5ORkzJ49G+3atcOBAwcwp3JlhFerhq49euBMejoufvIJPD098cMPP+DIkSMwmUw4ceIE5s6di9jYWGg0GowdOxaxsbFo1KgRNGPG4FmOc3gmBPDJJ5g3bx7S09NRoUIFnDlzBj///DOWLVuGPXv2oEWLFujWrRs6dOiAunXr4qElWGFOnrq5oWfPnlk/cG1y9OhRVK9eHSkpKQAAnU5ndf379++Pzz77LM/+tkhMTESHDh0QHx+Prl27KhnjU1JSMG/ePPj7+8PHxweNGzd+pXElfxN5ST85DwBGAAcAvGn5fAwWuxoAxQFcsLyfCiAxW7+5ABoBSACwKVt5OQBrLO+PAwjIVncOZiGnH4BB2coHA+jzvHVKTY5EIvm7mTx5Ml1dXVm5cmWlrGjRoopWYO7cubn6zJ49m2FhYWyv1/OCRZNxSQj+MmAAjx07xgIFCrBSpUrUaDTMnz8/33rrLbq5udFoNHJju3Y0BQWRQjDd35+dHBysggEePnxYiSWTnp5uNmQ2GKw0JykajZWBc6FChdiyZUtqtVo2b96cTZo0oZ2dHWvUqMGOHTvy008/ZV8/Pz7z8iKFYGZgIFup1dy9ezc7d+5MtVpNtVrN0NBQFitWjH5+fnR1daVer6der6cQgl5eXtzRtWuutdBgYObChYyIiFCCH+bk6dOn1Ol0vHnzJk+cOKG4qWfn8ePHdHZ25u3bt1/qvqWnp9PLy4vNmjVjuXLlmJqaypSUFHbr1o3VqlVjmzZtWLBgQXp5eSk5xSR/P/ij21UAtDBvKb2XrewHABWzfT4HwBNyu0oikfyHmTFjBsPCwrhv3z66urryyJEjHDBgAMeNG8c5c+Zw/fr19PLy4tatW0maH6yffvopDQYDAwIC6ODgwEGDBpEkhw0bRmdnZ/7888+8desWVSoV3d3dlW2ZlJQUdrC351MhrAUWtVoRWO7cuUN3d3d+9NFHLFCggHns4GDbW0SBgXz69CknTJhAIQS1Wi3d3Nz48ccfs1WrVixbtixXrFjB6dOn891336Wrqyvt7e3ZrFkzjhw5knZ2dgwKCuJ7773HkJAQqyzrRYoU4Z49e5iZmcljx44piTaFEPw8Pl4R0hgcrKx95syZbNiwoc3rPHnyZMXmZ/HixXzjjTdststKVvoybNq0ifHx8fT09OTkyZNttsnMzGSFChUYGBj4UmNK/nz+kJBjETYWApiQo7wrgOGW9xEwbysJAAVhbXh8Hr8ZHv8MoCR+MzyubSnvAWvD4+WW924WDZGr5bgAwO1565VCjkQi+bvYtm0bvb29lXg0cXFxSkTe8uXLs3r16gTA5cuX08XFhTt27GD58uVZqVIlhoSEUK/Xc82aNVZjDh8+nF5eXuzcuTMBMCwsTHEPJ8nLKlWetjGk2Taofv36NJlMXLRoEf38/MzCRB52MF5eXixYsCD9/f3p4eHBr7/+miRZqlSpXJ5SDRs25JgxYxgREaEIRO+//z7nzJlDAPzmm29Imj2tHBwcrAyDly5dyipVqjAyMpIAmD9/fu7du9dq/AcPHtDJyYkPHjzIda3Lli3L/v37kzSnpsiZ1TyLiRMnsnPnzi+8dykpKSxevDinT5/O999/nwBsBkhMSkpSNHLlypXLU7iS/HX8USGnrOWGHgVw2HLUBmAHYJFl2+oggMrZ+gy0aHZOweJBZSmPt7Q/B2AKfnMh1wNYAbML+U8AwrL1aW8pPwug3YvWK4UciUTyd/Dw4UMGBARw3bp1JMnTp0/TycmJoaGhVltHQUFBXLRoEVu0aEGVSkVfX19lK6tNmza5xs3IyCAAenp60s/Pj0ePHqWHhwcvXLhAki/0yHJzc+Pu3btJmo1x9Xp9nkbDl4Rg7969mS9fPvbt25dGo5GZmZmKkJLdsJck4+Pj6eLiwpEjRzI5OZldu3alRqPh559/zkGDBinajp9++omxsbFKP5PJxISEBK5atYqffPIJCxQowJUrV9LLyyuXBuWT6Gg+9fTMpeXx9PTkjh07mJKSQjc3N166dMnmfdm8eTPLlSv3wvu3bt06xsfH02Qycf78+WzWrJnNdjVq1KCXlxdPnDjBoKAguru7v3BsyZ/LH96u+icdUsiRSCR/B3379rWKZNyqVSsOGzaMxYsXVzxzUlNTqdPpGBwcrHjx9OnTh71792b+/PkVDUGFChWU9ALHjh2jEILFihVThKCPP/5Y0SDc0OlsCixPLFoYd3d3KyHLycmJl0aOzGUH8xTgxBIl6OTkRHt7e+7du5dubm4kyS1btrBMmTJW5/v1119TrVZz3rx5yrmlpaXR19eXERERdHFxYUxMDLloEZ96epqFMYuQsmLFChYuXJiZmZm8efMm9Xo9L126xAsXLjAyMpIfffSReZJFi5iq1Vqfm8HAy59+Snt7e6alpXHu3LmsXr16nvfl1KlTz415k5qayiFDhtDT05OTJk0iSb799tscPXp0rrYbNmwgAJ44cYJr164lAO7cudOqzYMHDxgVFfVCzzDJ60MKORKJRPIncvPmTbq4uCiZvX/99Vd6eHjw3r173L9/P728vHjp0iVmZmYqdixZAg0ARkVFMS4ujhqNhj4+PgTAIkWK8N69e2zWrBm1Wq1VxOHk5GT6+vry0KFDnFO5MtNyCAKZej07G40sVqwYe/fubbVWd3d3s1v1okVM8/NjJsBb9vZcWLMmfX196eDgwISEBB46dIgeHh4kzbYx7du3V8bYvn07PTw8qNfrFe2OTqejn58fGzduTKPRSKPRyCmlS9OUQ5gy2duzh6urEoeGJOvXr8+mTZuSNOe3ioyMNAscedgO3TUaWatWLSYnJzMsLEyxb7LFlStX6Ovrm2f97NmzGRwczFmzZtFkMjE5OZne3t48fvx4rrbu7u6sWLEie/fuzfr163Pu3Lm5cl2dP3+eAHj69Ok855S8Xp4n5LySC7lEIpFIcjN37lw0adIEvr6+AICxY8eiR48ecHV1RbFixdCnTx80atQIz549Q/Xq1ZGenm7V/6effsLXX38NV1dXlC1bFgDg4OCAt956C6tWrUJ6ejq0Wi2+/fZb3L17FwcPHkSVKlXw7rvv4kTRohjk7Y0rKhUoBBAcDNWcOSg5aRKOHTuGJ0+emH/RWihfvjxGjRqFR/XqoaCDA+bOmoXO1atD26YN3njjDTx79gynTp3CzZs3oVarAQBJSUnw9PQEANy6dQvNmzfHe++9h7i4OOj1egCA0WhEmTJlsGfPHjx9+hReXl544+efIZ5ZO5qL5GR8nJmJChUqKGX379/HoUOHAEBxYx8xYgR4+bLN6+365AnKly+PTz/9FDExMahYsWKe9yYtLc3KtTwnq1evxoABA1CjRg106NABkZGRqFy5MqKjo63amUwmJCUlYdu2bZg0aRK+/fZbNGrUSLlGWYSGhiI9PR3h4eF5zin5C8lL+vmnHlKTI5FI/mqio6O5evVqHjt2jBs3bqSTk5OidSHNNijt27dnuXLl6Obmxu+//56dOnWig4MDIyIi6OrqyhkzZjAgIICOjo6sUKECCxUqRABUq9XcuHEjq1WrRiEEnZycWLx4cSVScVxcHAFQr9czJiaGAwYM4KZNmzh16lS6u7sTAJ2dnWkwGOjm5saQkBBqNBrGxsbyzTffZHJyMl1dXXn58mV6eHiwWbNmdHJyYtu2bRkQEMALFy6wT58+7NOnDx88eMAmTZqwb9++7NChA8eMGaOco7OzsxLhefny5bS3t8/TXsiUI4JzrVq12Lp1a6uyVatW5RkN+Z6TEyMiIujt7c2rV68+997s2bOHCQkJNutu375NALxx4wbz5cvH1q1b8/Dhw3lmZB8zZoyifXN0dOT69evznDc5OZk+Pj40GAwyB9afDOR2lUQikbxeTpw4wSFDhrB48eKExSupQIEC9PLyotFopE6nY3R0NLt168aNGzcyJSWFsbGxdHd357lz5zh+/HjFBXrBggXKNlWBAgV45swZxdjY1dWVYWFhfPfdd+mQLf6NyWRiUFAQXVxcWKFCBY4bN47jxo1jYGAghRD09fWlk5MT1Wo1Dxw4wEePHvHOnTs8evQoNRoNHRwcGBYWRn9/fyXuTuHChZmRkaHExMnKzm1nZ0e1Wk2NRmO1zaZWq6nX62k0GimE4JUrV5TrM3HixDyFlJy5uFavXp1rS8lkMnF0TIw5fk8Om5xzH39M5BFvKCfTpk1T1ps9+nFW7KBGjRpx5MiRebqq5+TAgQPcsWMHixQpwh07duTZzmQysUWLFixdurSSxkLy5yCFHIlEInlNbNmyhRUrVqSvry/fffddDhkyhNWqVVPqCxcuzO+++46pqak8cOAAx4wZw7i4OIaEhNDJyYn9+vVT7HLmVqlifuALQVNQEDe1b08PDw9OmzaNnp6eBMCePXsyIyOD165do16v58WLF3np0iU2bNiQrq6ufPfdd7l06VLa2dkxOjqaS5Ys4bEPP+QlIZgJ8LJKxX057HIcHR35xhtv0GQysUiRIvTy8qIQgtOnTydJXr9+nTqdjiqVilOmTOGSJUvYqFEj1qtXj9OmTePgwYOp1Wq5d+9eXrp0iSdOnFDc5rOzvGHDXDF80uzscmVVT01NpdFozJWCYf/+/exgb8+7RqPiXXVm6FD6+PgoHmAvon379vTz81MEnSw39ejoaAJgRkYGQ0NDc7mv54XJZOLgwYPp7u7OR48evVQfyZ+LFHIkEonkD3Lnzh02adKEoaGhXLhwoRLzZcyYMXz33XdJmqPw2tvbs1atWlZ9TSYTBw0aRJ1OR7VaTQDs5eaWSwCgwcDRRYoQAO3s7JStlKwx3njjDTo4ONDZ2ZnDhg2jXq+nSqWig4MDY2Nj+cEHHzBj4UI+zaE5eQrwwbRpJM15rJydnVm2bFlFOPL29uakSZMYEhLCnj17MjU1lQ4ODvT392eFChUYHh5OT09POjs78+jRo3R3d6eDg4Pixn7r1i3u3LmTq1at4uLFi/n1119zzpw5rF27NjsaDIrAddtgYHu9nuXLl+fjx4+trlHXrl2tIkRn4e3tzU6dOjEjI4MTJkygp6cn16xZwzVr1pg9xfJwHSfNgRZ9fHxYuHBhKw1UQEAAAXO8okWLFjEqKirPLap79+5x2LBhjImJUbziAPD8+fMv8a2R/BVIIUcikUj+AD/99BMDAgLYr18/Pnv2zKru/fff56hRo0iSu3fvJgDa29tz+fLlJMmTJ08yODiYWq2WHh4eLFmyJJ2cnMxZtvOIVQOAVatWJQBOmjSJnTp1Yv78+RkcHMzY2Fja29vT39+fAKjT6ajRaDhixAj6+Pjwlr29zXGvajS8ceMGe/fuzaioKHp4eFClUrFs2bJ8+PAhSfL+/fusXbs2a9WqRX9/f/r7+9NkMvHbb7+lSqWinZ0d3d3d2aJFC9rZ2fGtt95iaGgonZycGBMTw+LFizMyMpIODg60s7OjnZ2dkh5CpVLRYDBw/fr1rFq1Kt3c3LhixQrlOv788890cnLimDFjGBYWxkUWbY+XlxdLlCjB+Ph4lilTxkpjVKdOHbq4uOTpXbV27VomJCTwwIED3Llzp5WgU7RoUV65coU+Pj784YcfbPa/f/8+IyIi2KJFC+7YsYPnzp2jp6enlS2S5O9HCjkSiUTyO9m8eTM9PDyU6L05eeeddzhu3DiS5A8//EAASobtiRMn0sXFhW3btmXNmjX5v//9j6TZzfh52bcBUKVSUQjBuVWq8KGrK02WLS0uWsSTJ0+ySpUqtLOzY0REBI1GI7/55hsuXbo0b2NfgIUKFVJyR6nValaoUCHX+aSlpbFZs2Y0GAz08fFRykNCQujn58ewsDC6ubkpwpxOp6OLiwvz58/P2rVrc/jw4dy3bx9NJhPT0tK4d+9e9uvXTxHGnJ2dWa5cObZs2ZIGg4E1a9ZkcnIyTSYTIyIiGBoaypIlS9LPz4+9e/emRqOhRqPh4sWLbWpbRo0aRQcHB06ePNmq3mQysWzZsly8eLFSlpyczIoVKxIAR4wYwUmTJrFevXp53vvevXuzU6dOVmUPHjzIU+vzInr16sUBAwb8rr6SvJFCjkQikfwODh48SE9PT6uYLjkZNGgQhw0bRpJs0qSJEgF30qRJ1Gq1rFGjBkkyIiKCR44c4dq1a9m2bVteUattCiMXAMUrqrklrkzOLa3D779Pf39/fvrpp9RoNGzXrh0NBgO1Wi2v29nZHPehq6uyBaZWq1mkSBE+ffrU5jllRUY2GAzK57ZaLS9ahLAnHh5MVKkUDdBzWbSIDA6myaJNagGwXr16bNmyJf38/KhSqahWq1moUCGWLFmSUVFRSgLPkJAQtmrVivb29s+1f9m8eTNdXFzYpk0bpqSkkCRXrlzJggULmhOSZmP+/PmKNsfHxydXML8s0tLS6OLi8kLvrZchOTmZmZmZXL16dS67I8kfRwo5EolE8oo8ePCAYWFhXLp06XPbzZgxgx06dODt27ep1+utgsCtXr2aDg4O3LNnDx0dHenv78+SJUty0qRJvDpmDDNzCDAZOh17uLjwzTffZHx8PC/koZW5rFJx69atjIiIYLDFU+ncuXNMTEzk3UmTmJ5D0HkmBFup1WzYsCEB0NXVlXfu3MnznEwmEx0cHCiE4MqVK/lBYCCf5FjDE4CDwsI4derUvC+OjWznySoV3/HyYsmSJXn79m0mJSWxb9++1Ov1rFKlCo8cOcKnT58qmcxv3rzJAgUKvDCCcJZh9tSpU3nz5k36+fnlKVCkpqYqgk5OISiLX375RfF++6O4u7tz5cqVr2UsSW6kkCORSCSvSLdu3dixY8cXttuxYwcTEhLYv39/JiYm5qpv0aIF9Xo9tVptbtuPRYv4xMODmQAvWjQ3AwcOZFBQEB88ePDcraeff/6ZarWan376ae5FLVrEVF9fZgK8pFKxBcAePXrQzc2NKpWKhQoVeu6Wy7Vr1+jk5KR4WF3KI6HnPScnGgwGm55VJPOMWHzFInBFRkby5s2bJM1RoqOjoxkcHMwzZ86wZs2a1FjsiBISEl7o/TRo0CC6u7szKSmJxYsX58CBA5/bPjk5OVe04uzs3r2bJUqUeO4YL0tOI2vJ60UKORKJRPIKHDt2jF5eXrx3794L2yYnJ9NgMNDV1VXxNspi9uzZdHd3p1arpZ+fn01hYNKkSXRyciIAlihRwrxN1bw5MzMzecfBwaaQ8NjdnSEhITQajXkKGMeOHaPBYKC3tzeFEFSr1YyJiaEQglFRUUoi0eykpaVx9+7dioCh1Wqp0WhoykPYohAsVaoUe/XqZfvi5CEcmYSgp6cnmzVrxri4OMWYOyUlhT179lRSRNSoUYO1a9d+oZBz/vx5Go1GTpw4UbmGc+bMybP9y3DhwgX6+vraFAZ37tyZp7Gy5K9HCjkSiUTyCiQmJnLkyJEv3d7f359169a1Khs9ejTDwsJ4+vRp9uzZk46Ojty4cWOuvnFxcaxduzYBKEk6GzZsSHd3d7a1s8vlDv4EYEuLB5ZarWalSpWs1vrs2TPu2bOHHh4e9PPzo6urKx0dHTlkyBAmJCRQCKEIXW3atGGHDh341ltvsUSJEnR0dGRMTAwLFizI1q1bKx5UN/V620JOcDC3bt3K7K7uVuShyWFwMH/++Wf6+PgwNjbWyrh3y5YtdHZ2poODA0uWLEk7OzuGhYXx119/tXnt09PT6e3tzbZt2zI+Pp6AOcFplpCUV78XYTKZGBYWxh9//DFXXdZW15AhQ2z2TU1N/V1zSn4fUsiRSCSSl+TBgwd0cnJ66VD8mzdvppeXF4sXL6786p83bx5DQ0N57do1kubtn6zAftm5dOkSnZyc6OrqSicnJwohqNFoWLJkSQqLINPD1ZUpPj6kELym1XJ7ly6KoJLdJdre3p6Ojo7U6XR0dHSkEIJfffUVL1++TEdHR6anp/PAgQMsWLAgHRwcqNVqOXv2bM6aNYtLlizh7t27mZSUxNu3b9PFxYWJiYnU6/V8/PgxO9jb81kOrcxTIbjyzTdpMpno5eXFffv2KeeVmprKa9eu8ebnn+eyO6LBoAQDPH/+POPi4qjX6/nll1/yhx9+oIeHB7du3cqLFy8qQg4AJRFodp4+fcqEhAR6e3vTy2Ln061bN5LkjRs3+OGHH9Lf31+JabR48WLGxcVx06ZNL3Vva9WqZdMma/ny5XR3d+eMGTNy1SUlJbFChQpW10Py5yKFHIlEInlJFi1a9Fy34pyUL1+ec+bMYXh4ODds2MDDhw/Tw8PDSoOQmZlJAHRwcLDqO3nyZAJg48aNCYDR0dEcNWoUo6KiCIATJ07k559/zjfffJN37tyhvb291RbUwYMHWaFCBTZt2pSdO3emh4eHMiYAtmnThitWrGDNmjVJko8ePaLBYOCmTZuoUqlspkUYMGAA27dvT6PRyLCwMJLmh/2I6GhzbB9L5OH7U6cyLi6OTZo0YWBgIN977z22bt2a+fPnp06no4+PD0NDQ9nVyUnxyrqq0XBPz55WXl1paWls0aIFhRDU6/VKNvAsJk6cSCEEGzVqpJQ9ffqUbdq0Ua5HViycLNf2Zs2a8dixYxw3bhy9vLzo7u5Og8GgXBe9JSDh+++/z40bN+YyPr537x5btmyZS0N1/vx5fv3111y6dGme2prDhw8zMTGRY8eOZVJS0u92N5e8PFLIkUgkkpekY8eOnDhx4ku1XbNmDQMCApiSksLVq1ezQIECLFq0KOfNm2fVbtmyZcoD9quvviIAnjx5kp6entRoNPT29mabNm3o5eVFX19fJe4LSR46dIhBQUEcPXo0dTod69Spww9DQnjLkgDzIsDHM2eSJLdu3UqNRqNEVT506BAbNWrEda1aMd3fnyaLNujkRx/RxcWFrVq1slrnuXPn6O7uzsGDB7Nw4cIsWbIkSXLYsGGsV69eri25y5cvMzY2VnHHnjJlCo8dO6ZoTrJITU1lnTp12LJlS1avXp2urq7s378/b9++zW3btjEuLo729vZs2rQpw8PDGRQUxLZt27Jnz57KddNqtfz0008ZFRVFtVpNtVrNUqVKccOGDYogkZyczIkTJyo5t7p06cIpU6bQ19dXGcdgMLB27drcsGEDhw4dyvj4ePr4+PDjjz/m/fv3SZL16tVj+fLleffuXeUcTCYTtVqtEi157dq1z/1uHDx4kG+99RaFEHzrrbeUsSWvHynkSCQSyUtSvHhx7t69+4XtsnIeZQX4My1axOt2dswElKB9JPnNN9/QYDBw8eLFjIyMVASQ7LFaoqKi+PTpUxqNRgJgQkICd+3axV9//ZUAlO0prVbLNc2b85lKxexbQKlaLde2aGE1rlqtZkJCAlsAedr1FC1alOfOnSNptm0pU6YMx44dy8KFC/ONN95g/fr1SZJfffUVGzRoQCcnJ96+fZsmk4kzZ86kh4cHu3fvzuLFi9Pb25vBwcEcOnQo9+7dyyNHjvC7777j/PnzOXv2bBqNRq5evZo3btzgnj17WL58eWo0Gnp5eXHhwoWcNGkSW7RoQZPJxA8//FDRygBgeHi4oolxdHRkr169cgkNx44dY9myZVmkSBGOGjWKAQEBivfU6dOn2a9fP65bt447d+6kt7e3lfbm2LFjbN26Nb29vTlr1ix6eHgo7ucnTpxgy5YtOWPGDKvra9MGKQdxcXH87rvv2KlTJ5YsWTJXtGzJ60EKORKJRPKSeHp6vtQDbMGCBSxTpoxZi7BoEU054sFk2Z6EhYURADt16sQFCxYotjZZWgUPDw8eP36cJFmsWDFu3rxZ2YoxGo1s2rQpT548SZVKRaPRyMs5BJys4wLA9u3bU61WK1nBo6KimOToaLP9RZgznnt4eLBatWps2LAha9asyTNnztDX15d169Zl9erVWa5cOUZGRtLT05P+/v4MCAigm5sb7e3tmS9fPkZERCiaEl9fX0WIE0JQp9PRyeJmrlaraWdnp5y/q6sry5Urx4CAANapU4fnzp2jXq+nj48PfX19OX36dIaFhdHFxYUmk4n37t3LU0iYN2+ektg0S7Dx9PTMM/u30WjkgwcPcpUfOHCA+fLlo6urK9esWWMl1ABgq1atuGzZMm7evPmlvkuVK1dWNE1Vq1bNpeGTvB6kkCORSCQviU6ne+Ev7vv37zMwMJBbtmwxFzzHi6hEiRL08PCgq6srJ0yYoBjSRkZG0s7OjqNHj1bGrVixomIUW7lyZTo7OzM9PZ2PHz9WHrTPSwfh7u5OHx8fHj58mA4ODlSpVDTl4cadCTAxMZHJycmsVq0a7ezs+Oabb3LixIls3rw5S5Uqpczp7OxMPz8/tmrVSomz8/nnn3POnDlKQs5Zs2Zx6dKlPH36NDMzM3n16lVu3LiR8+bNo6+vL9955x1+++23PHnyJI8dO8bRo0ezZs2aDAsLo0ajoUqlIgAOHjyYaWlpHD9+PFUq1QtdwYcPH858+fLxxIkTVuWRkZF5elYVLlyYP//8s826HTt25NK2NW/enABe2Zi4Ro0a/P7770mSX3zxBQsUKPDSBu2Sl+d5Qo4KEolEIlEQQph/AVogifPnz2PFihUYNWoU+vfvj5o1a8LNzQ2XL1/GwYMHwcuXbY7FS5ewZcsW3Lp1C1qtFmlpaUqdyWRC0aJF4ezsbDV3Fps3b8bly5cxadIk5M+fHwDg6OiIm1qtzbmuq9VISkpCvnz58NNPP+Hp06fo3r17nu0vA3j69ClatmyJp0+f4ty5cwgLC8PAgQPh6uqKr7/+Gv3790dgYCAWLFiAokWL4saNGyhUqBAiIyPxzjvvoEOHDmjRogXeeOMNdDIY0LR/f4RHRkIVFgb/bdtQtWpVJCcnIzw8HJ9//jnq1auHyMhIFCxYEO+//z7WrVuHc+fO4cqVK8q6jh8/jm3btuHdd99FoUKF8NZbb+HGjRs2z2H8+PFYsmQJdu/ejQIFCljVubm54d69ezb7FS5cGEeOHLEqS0pKQokSJVCjRg1os12zmTNnol69eggKCkKJEiWU8h07duDJkydIT0+3OQcAaDQaZGRkAADatm2L2rVro0GDBkhJScmzj+T1IoUciUQiyYaLiwvu37+P8+fP44MPPkBYWBjKli2LJUuW4P79+3BwcMDRo0dRsmRJbNy4EYmJibiSx1hJDg4oWLAg6tevD2dnZzRu3BhpaWnQarU4c+YMYmJicPr0aaX9/fv34ezsjMzMTMyYMQPBwcEYPnw4XFxcAABGoxF2n32GFLXaap5nQuCb4sURHx+Pt956C71794ZKpYKnpyemBQQgw87Oqj0NBnwIYO3atfD19cWWLVsQEBCAsWPHokiRIvjyyy/xyy+/YMuWLWjVqhUuXLiAGzduQKvVYvfu3Thz5gymTp3624CLFwOdOwOXLpn1RJcuAZ0749rYsRgyZAimT59uJcBl5/3330e+fPlQuXJleHt74/bt29iwYQMA4OzZs3Bzc4Ofnx+OHj1q1W/Lli0YO3YsNmzYAG9v71zjuru7IykpKVd5cnIyrly5ghMnTihlly9fRvXq1REfH49Hjx4hOTkZe/fuBQD88MMPqF69Oi5fvozMzEwAwMOHD1GhQgV06NABDg4O2L59u81zS0lJgU6nUz4PGzYMjx49QteuXW22l/wJ5KXi+acecrtKIpH8EeLj41mjRg26u7uzX79+PHLkiJUb8OzZs1m7dm2rPncnTsyV2ynLJmfNmjVUqVQMCgpinTp1lG2ZVq1a0cnJiX39/MwJLIXgJSF4fOBAJbN4cHAw58+fT19fXzZr1oxarZb29vZsDvC2wcBMiy1Oc4t9z/Lly1miRAm2bduWXl5e1Ol0bNWqFQeGhipzPHJz49uengTMwQdzpj+oVasWR48eTU9PT3bo0IElS5Zk7dq16ezsrOS7Onv2LH19fbl8+XJzpzy2665qNJw9e3ae17pZs2b09PRUtoH69++vbOfFxMRw9erVTE9PZ40aNdi8eXOl36NHjxgQEMANGzZYjffVV1/x008/5bBhw1iwYEHOnz8/15wHDx5kQECAVTTrTp060c/Pz8qb6uzZs8p21dKlS5X3jx494rVr1xgaGsoJEybwnXfeUeIhZSfLaPzbb78lSR45coSOjo6sXLkyv/rqqzyvieTVgbTJkUgkkhezePFi6vV6Vq5c2WaG7adPnzIsLCxXMLlr166xq5MTTUFBNMGcQHNR7dpMTU1lkyZNWL58ea5du5ZarZYqlYparZbVq1fnpzExNhNf9vP35+rVq5mRkcEOHTowMjKSJpOJPj4+PHPmDLdv304PDw+OGjWKarWaQgjFAytfvnysXbu2kncqKChIyfJtNBr55ptvsly5cjQYDLx9+zYjIiI4dOhQRZCrX78+v/nmG3799df09vams7Mz7ezscuXIOnz4MH19fTl58uQ87X5MQJ7XeurUqXR2dub58+eVsqzYNDnTKZw+fZp6vV4RsgYMGMDWrVvnWo+TkxP79evHQYMG8eOPP+bFixdzzfvs2TPa29tb5ZNq3749O3bsyMzMTKUsS6gBwKCgIOW9LYNlWyxfvpwAOGPGDCYlJdHPz49jx459qb6SV0MKORKJRPIcMjMz2bdvX4aHh/Ozzz5j1apVc7W5f/8+mzZtmiu2DGn+1R4REaF8vnv3LqtXr85ChQoRAD/44APFBdtoNPLQoUNcu3YtH7m52RQOaMksvnbtWhqNRl66dIkk2bVrV44YMYKlS5dW4uicPHmSAOjk5MR33nmHGo2GQgjGx8dTrVaze/fudHV1ZVhYmPJg9/LyYuXKlUmaIwPHxsayRYsWfPToEdu0aaMY+/bs2VMRnnIms7x58yaXLFnCoKAgXs+R9VwRcoKC8rzeHh4eikbj2bNn/PDDD2lnZ0ej0ciIiIjfjLotODg48OzZs7x37x7d3NyUa5LF+PHj2blzZ5vz5eStt97ihx9+qHy+desW/fz8eODAAZJmTVF2IcfFxYXDhw8nAK5YsYIZGRlWApEtNmzYQMAc6HGRxctOJur8c3iekCNtciQSyX8akujduzd2796Nffv2oVu3bti/fz+uX7+u1GcZ4+7btw9LlixBkyZNMGLECMWwVa1WIzMzE7/88gv69euHMmXKYN++fbh79y4As13HunXr8OjRI6jVatSoUQPLli2D8f5922u6dAnff/89WrZsiZEjRyIoKAgA0L59e4wfPx4PHz6ETqdD9erVUbJkSQDAvn37sG7dOnTq1AmPHj3CpEmTkJmZicqVK2PSpEl4+PAhRo4ciaSkJNy5cwddunQBAPj4+GDXrl0wGAwoXLgw0tLScPLkSQDAyJEjQRLp6ek4f/48fvrpJ/Tu3Rvh4eEoUKAApkyZgri4OHzu4YGnOc4hVaPB2fbtsXfvXqxbtw4rV67E4sWLsXjxYgwYMAAuLi6oX78+Zs+ejejoaJw+fRpOTk4oVaoUevfujdmzZ1uNZ29vjzt37mDRokWoWbOmck2y2LlzJ4xG40vd84kTJ2L27Nn45ZdfAABeXl4IDg7G48ePAUB5zeLBgwf49ttvsXXrVnTq1AkajQZqtRpPnjzJc44sg+MSJUogNjYWqampMBgML7U+yWskL+nnn3pITY5EInkVxowZw6JFi1ptT3Xv3p0ffPABSSoRbocOHcqYmBhWr16d9evXZ7FixajX6xkTE8O+fftSo9HQz8+PAwYM4IEDB5iRkcEnT57Qzs6Ozs7OfPPNNwmAqampvHDhAidNmsRrWq1NDcg9Jye6uLhQCMF8+fJxUFgYb+h0ig1OW62WTZs25dKlSxkXF0eVSsWrV69Sq9Va5VP68ssv6ejoSD8/PwYEBNDf35/16tWjSqXio0ePcl2LLVu2MCwsjA4ODpw+fTq3bNmiaDPUajWdnZ1ZqFAhVq5cmZmZmTSZTNy/fz8TExPZwhJ7Jyt9w8DQUKpUKqpUKrq6utLX15c+Pj4EQDs7O1aqVImurq6sXbs2d+7cyczMTGo0Gg4YMIB37tyho6MjU1JSSJJ37tyhnZ0dnzx5wjJlyihu2dmZO3cuAbx0YtXx48ezQYMGJM32N0aj0SrA4MmTJ7l582bl/L29vXn27Fk+efJEKXtRyoYNGzYwIiKCGRkZDAoKUuIhSV4vkNtVEolEkpt9+/bRy8uLly9ftiq/cOEC3d3defXqVQKgp6enYhC7d+9epd25c+eYkJBAwJx2ILsBamZmJuPi4hgVFUWNRsPo6Gj6+PhYzWNatIhpOQUdg4G/Dh5sDvx3+TKvjhnDjBxZwJ8CfDBtGm/cuEE7OzslCaWrqytXrlxpNUd6ejo7d+5MAGzatClVKhUDAwPzvCaPHz+mwWBggwYNFCNpACxatCi9vb1ZqFAhqtVq1qtXj15eXnRwcKBGo2G7du348OFDzpo1i1qtVhH69Hq9EhwwK6mok5MTJ02axKtXryrz7tmzh1qtlosskaKLFSvGnTt3kiRHjRrFokWL8vHjx3RwcMgzjlFUVBQ7duz4vFuukBVh+syZM/Tx8eHUqVNztcm+bdWyZUvOmjWLJNmmTRs6OjqySJEi/Oabb/Kcw2QyMS4ujqtXr6bBYLCZZFTyx3mekCO3qyQSyX+SjIwMdO3aFePHj0dgYKBVXUhICLp27YqePXuiZMmSmD9/Pm7duoVNmzYhISEBAHD37l20bNkSbm5uCA0NBQCMHTsWAHDmzBl0794dd+7cQWRkJBo3boxff/0VAQEBVvOIli3R380NV9VqmABcAnD87bfRfM0aNG/eHIGBgfCfOhXqHHFVDABS3nsPb7/9NqKiolCiRAmsXbsWOp0OjRo1sjrHixcvomnTpgCAZcuWwWQywc/Pz2o8kjh9+jRWr16NuXPnIiwsDMeOHTP/EobZrd7X1xctWrRArVq1oFarcePGDaSkpKBIkSI4cuQI5s2bBycnJ3Ts2BHfJyYixccH127cQLK3N57Ono02bdrA1dUVAPD111+jV69e8Pf3V9awcOFCaDQaJSZQfHy8Estm//79iIuLw9GjRxEdHQ17e3sAwPXr1/Hjjz/ixo0b+OGHHxAcHIw5c+bk2m4CYHZzDwkBVCogJASG1asREhKCfv36oUqVKujevXuuLgcPHgQAfPLJJyhRooTyedKkSYiKisKRI0fQsGFDmEym3PPBHPcoMzMTp0+fRpEiRaDX6222k/yJ5CX9/FMPqcmRSCQvw6JFi1i6dOk8txxSUlIYGxvLokWLcsmSJVZ1t27dYlRUFD/88EOaTCZmZGSwQYMG1Ol0zJcvH52cnAiAI0aMoIeHB4sUKcISJUrQy8vLapyvvvqKKpWKhw8fpslkYrVq1ZS0DEpupedELLazs2PVqlU5ZcoUVqlShR07duT169c5btw4VqxYkQaDgaGhoYyPjycABgYGKpqJIkWKMDExkU2aNKGPjw8DAwNZr1499uzZk8WKFSMA2tvbK1oYV1dXjh8/nklJSezbty8bN27M1atX575+ixaZ3edtuNN369aNGo2Gp0+fznU9XV1dqVarFQ+qMWPG8L333iNp9sTy9fXlF198obiSr1y5kjqdTllnQEAAtVqtss1lta481nS0f3+6u7vnqY3JyiVGkuvWrbMySM+e9iFnQtIsHj58SKPRyAEDBrBv374220j+OJDbVRKJRGJNbGysTduO7Jw7d452dnYcMGCAUpacnMyEhIRc8WVOnTpFLy8v5s+fnyEhIbx37x7feustNmzYkGXKlOGePXuoUqmUvFhZdiBvvvmm1dhZrt9ZCSLzikFzz9mZOp2OdnZ23L9/PwGwYsWKdHZ2Ztu2bblmzRo+fPiQx44dYy93d14SgiYhmOztzRYwp4BwcnKis7MzS5QowW3btpEkJ02aRLVazeDgYAYHB1Or1bJ58+b08/NjYmIiXV1dOWDAgLw9hfJYb7K3Ny9fvswZM2YwNDRUEWZIskuXLuzatSs1Go1SNn36dHbq1En57OvryxYtWrBLly5s27YtnZycOG/ePN65c0fxdCpQoICVV1RMTMxz15TlxZYXWeOQ5I8//siEhASlzmQyKfXZvx/ZSUpKopubGxMTE1m/fv0X2vBIfh9SyJFIJJJs/PLLLwwMDHyhGzBJli5dmgaDgVOmTKHJZGKPHj3YuHFjmw+sSpUq0d7enmvXruWBAwfo6+tLV1dX7ty5k6mpqVSpVBwzZgx//vln+vn50dfX1yqH0owZM+jj48O6detSo9FwwYIFNOWhhejl7s6GDRvS29ubAQEBVKlUdHBwIABOmDCB6enpnDhxIjsbjUzVaKz6PwHYSq1mYmIinz17xoULFzIgIIDh4eG0t7dn27ZtefToUQohqFaruXbtWmo0GppMJl66dImJiYkMCgr6TRCj2QZpy5Yt5tg4eWiefH196eLiwnz58jEmJoYPHjzgtm3b6Ovry6NHj9JoNCrjzZw508q+ZvLkyXR2dqabmxvz58/PK1eu5Lr+WRq07AfJPLVhFOK59z7LhujevXv86aefmP35MnjwYGWO7LZFOVm5cqWS0PTLL7987nyS34cUciQSiSQbn376KXv16vVSbSdOnMiYmBgWLlyYVapUobe3t5UXTnaqVKlCnU7HJ0+esGbNmixVqhQNBgOrVKnCESNG0NPTk46OjtTr9SxYsCCFEHRycqKnpyeDgoKoUqnYq1cvnjp1imXLlqWPjw9LlizJ/e+9x6eenszM0ojUr89LQjAT4A2djr3c3Oji4sIePXpQp9Nx/PjxLFCgACtXrsw0Pz+bD/hbli2erOzYAQEB9PHxoZ2dHY8cOcIff/xRCTQ4ceJE6vV6PnnyRDnXdevW0dvbm9OmTeOSJUsYHR3NwoUL84GLi22BwqI1uXnzJr/88kslO7mjoyNXrlzJDRs20M/PTxk/+3bVjRs3WK9ePSVxZmpqqs3rn5mZybZt2+YWcn6nJic5OZmAOYP8li1bWKFCBaUua/zu3bu/MP7NtGnTCIDVqlV7bjvJ70MKORKJRJKNunXrcsWKFS/Vds+ePYyPj+fTp0/p6+tLR0dHjhgxwiotAGmOeuzg4MDq1auzQ4cO9PLyoouLCydOnMiePXsyf/78irdSlkeSnZ0dtVotg4ODqdFoaG9vzwoVKjAgIIBeXl60s7PjoEGDWKJECcW7q62dXa4oyRk6HVc1aqTYqPj7+3PkyJF89OjRc7OQ9+/fnxqNho6Ojly/fj2Dg4P5wQcf0MvLi3FxcXRzcyMAhoeH5xJySHL79u3U6/X09/fnhg0bzNqt59jkZOebb76hRqNhQkICfXx82KJFC2U7KD09nY0aNWLDhg1ZpEgR6vV61qlTh0KI3wSXbCxbtkwROlxcXJT3Sob3l1yTLe7evUsAHD58ONu0aaOU29QYPYebN2++lOZQ8upIIUcikUiykT9/fv76668v1XbGjBls1KgRd+7cyXe8vJjq60sTwEtCcHxCAmfPns1ffvmFZcqUYdOmTXnnzh06OTkxX758dHNzY0REBDUajaIVAcCEhAS2aNGCxYoVo4ODAw8dOsS7d++yd+/eVKlUDAsLY9myZVmwYEEajUZWq1aN0dHR1Ol0vJ3zYW05LglBe3t77ty5k6NHj2b58uVpMBh4Ra222f4iwD59+nDKlCk0GAycN28eK1euzC1bttDR0ZFCCOp0OkZERLBZs2YUQli5yG/YsIGenp4cOHAgAwMDf8tjRZKLFjEzMJAmIcxRj3MIE0eOHGFoaCjDwsK4YMEC7tmzRxHQsg6VSsWIiAgOGTJE2ZrKqssZffnx48d87733CIBGo5GOjo587733chsfW/J3ZQYGvpSAQ5rdxQEwLi7OKi3Dqwo5kj8PKeRIJBJJNgwGg81geDlJS0tjcHAwd+zYwVkVKuSKaZNmZ8fJpUoxODiYgDlJZlZcmCyvnzJlytDZ2ZnNmzfnrl27aDQaWb9+fdavX58Gg0ExkM1KKdCgQQPFFiT7WFnH82xe9Hq9EmeGJFNTU/m2pyef5tDmZNrbs4O9PUmyYcOGBMDQ0FD269ePOp2O0dHRFELQ0dGRKpWKlStXpl6vp4uLC2fNmsWvv/6aXl5e3LZtGy9cuMApU6bQaDSyWbNmLFmyJN3d3anRaKjRaKwMtNPS0vjZZ5/Rw8ODX375JVeuXMlKlSoxLS2NdnZ2jI2NZWJiIm/evElHR8dc21L29vZUq9X86aefbN6vBg0aEIDNeDSPHz+mt7e3ok3r06dPLs2ULa5fv65c+zVr1ijlUsj5/4MUciQSicRClldMTm1ASkoKd+zYwTFjxrBjx45s2LAhY2Ji6OHhwV69evFSXsarwcFMSEhg9erV6enpyWrVqtHZ2Zne3t7U6/V0d3fnrl27lHliY2Pp5ubGFStWsEqVKoyIiFCiAn/88ceMjIzkjBkzuGXLFrq6utLZ2ZlBQUGKFuhCHkLOY3d3Lly4kA4ODkryyoULF5o9usaNM9ufCEEGB/PuxIn09/cnST558oTNmzdXHtbu7u50dnZms2bNGBMTw7CwMJYrV47R0dFW3ktGo1Fxd8+y5/H29maXLl2oUqmYmprKY8eO0cXFhf379+e8efMYERHBatWq8dSpUyTNOascHBy4du1aenh48NmzZyxbtiwrVarEFi1a5Lp37u7ubN26tWKrk5PDhw8TgE2vuXPnzlGn07F3797s3bu39XbWC8jyXhPZDJUzMzOlkPP/hOcJOTIYoEQi+U8hhIBer0eKJcDe0aNH0bFjR/j6+uLdd9/F1atXERcXh1atWkGr1aJZs2bQ6/UIIG2Ox8uXcf78eRw+fBjr1q1DgQIFULt2bWRmZiIoKAgGgwELFy7EgwcPAAA6nQ4VKlTA/PnzcePGDQDAoEGDcPDgQezduxenT5/GlStX0KNHD9y/fx/h4eGoV68e7O3t4eDggGF2dngmhNUa0rRaTAsIwHvvvYfWrVtj+/btiIqKQteuXZGYmAif997DjoULAZMJuHgRpxMS4Ovriw4dOiA4OBj79+9HZGQkfvzxR/Ts2RMODg5YsGABli5dijt37mDv3r24dOkSTp06BQAIDg5Geno6AKBMmTIYNmwYli1bBp1OhypVqkCtVmPjxo3Ytm0bihcvjjFjxuDjjz/GlClTsH79euh0OsTExMDb2xvPnj1D3bp1kZqaCnt7e6xevRo7d+5EZGRkrmvt6emJyMhILFy40GbeqCJFigAAdu/enasuNDQUW7duhY+PD3Q6Hd555x00bNjwJb4xwPTp0833Ott3QKVSwdnZGQDw8OHDlxpH8jeQl/TzTz2kJkcikbyIoKAg7tixQwmEN3LkyFxuwBcvXqS7uzufPHnCFStW8Ja9vU0NylWNhjVr1qSPjw8fPXpEV1dXlitXjm5ubrx79y6fzJrFu0YjMwE+cHFhL3d3HjlyhAUKFKBaraaLi4uydTZ27Fiq1WpqNBpOmTKF3t7eLFasmGJ0PGzYMKrVak4pXZq37O1pssyfZV9y5swZtm7dmn5+foo7tUajUYxxo6OjOWPGDE6cOJHOzs4EQB8fHxqNRmq1WmUrx2Aw0N3dnX5+fopHU5cuXdi6dWva29vzu+++o8lkMseycXDgVY2GmQAvq1RspVZTpVKxSJEi7NixI+fPn8/du3fT09OTjRo14tWrVxkUFMQKFSpwzJgxBMA2bdooObfmzp3LmJgYm15sxYoV47hx49i0aVOOGDHC5r3Fa9asnDlzhm5ublyyZAkBsFixYnzw4IFyv17nXJLfB+R2lUQikfxG4cKF6eTkxCFDhuSZB2nChAls164dSfLzzz/ngho1cnnoPAXYxdGRpUqVYvny5TljxgyWL1+eQghu2LDBplfPE4DjihXjxx9/TACsUKECMzIyuG7dOqpUKpYqVYrt2rVTggKGhoYq20I9evSgp6cn16xZw+LFi9PZ2ZmTJk2yWndaWhqrVq1KjUaj2Ao5OztzwIABbNasGVUqlSJIZfXt2bMnJ0yYQJPJxCVLltDLy4uHDh3ili1bmJiYSHt7e7q7u9PLy4slS5bk0KFDzZMtWkRTDuHvKcC3PTy4ePFiq3UlJSUxJCSEWq2W5cqVI0k2adKEAFi3bl2SZldxb29v7t+/nx07dmT//v2txihXrhyHDh3K8+fP093dnefOnbOqnzlzJgHYzEP1ezCZTKxevbpicJycnMwaNWoo8W6++uor5suX77XMJfn9SCFHIpFIaH5oDRkyhK6urmzbtu1z29atW5fLli0jSQ4fPtxsQJvNQ+emXs/FtWuzR48eFEJw8eLFLFSoEH18fBgbG2seJI/4LI8scW2ytCTZj7i4OHbo0IGdO3emRqOhv78/VSoVhw4dSj8/P3722WeMj4/n3LlzKYTgxYsXlTXfunWLVatWZZ06dRgTE6MEB4yPj+fjx4958+ZNJat6SEiI4n3Utm1bzp07l4cOHWLdunVZo0YNkuYElVlBC8PCwhgREcEOHTr8FqU5j/O7qtFwyJAhua5pamoqR4wYobhSz5o1i3Z2dixXrhzT0tJYpUoVDh48mKRZk+bm5sbr169zzZo17NevHz08POjh4cGwsDB6eXnRaDQyMTGR06ZN4+nTp+nh4aEk9XwdjB07liVKlLBK2+Dt7U0APHHiBA0GAydOnPja5pP8PqSQI5FIJCSHDBnCIkWKcO3atYyKisozzH6WcXJWjqVRo0bx/fffV+o/++wzli9fnunp6SxevDgTExPp4uJCDw8ParVa7t6929zwOTFqKlWqxMOHD9PJyYkajYYAOHnyZGWOEydOKIKPSqXi/v37GRAQwIyMDJYuXZqRkZEsVKgQO3XqRJPJxK+++ore3t4sXLgwy5QpQyEEo6OjGRsbyw8//JBpaWksVaoUGzZsyEKFCvH8+fPKXB07dlSC6KlUKsVlu3fv3mzdujVbtGhBnU7HKlWqMCEh4bfIv885v0aNGr3wfhw7dox2dnYsXbo0W7duzdq1ays5u06cOMHg4GAaDAZWqlSJw4cPZ+nSpVmvXj2eOXOGx44dY6VKlRgXF8c2bdrQx8eHGo2Go0ePzjOX1KuwfPly+vn5WQmRJOnn52cllL6Mh5bkz0UKORKJ5D/PokWLmC9fPt66dYsmk4lhYWHcu3evzbaXLl2iVqvl06dPSZq3Qdq3b0/S7FLs7u7O06dPMz09nUajkdu2bVO8b8LDw38bKA9Nxx0HB6anp/P27dvU6/W0t7dn9erV6e3tzTfeeIObN29mRkYGz549S7VazYCAAK5evVrZ1lm+fDkBcNGiRXRwcGDBggUZFRVFg8HA2rVrs3PnzgwICGBqairv3LnDnm5uvG0wMBPgNa2Wh/r1U5Z448YN+vj40GAwsGvXrkyfP1/RVl1Rq/l45ky2atWKoaGhfPz4MQsWLEgHBwfzNl8e53dZpWJ0dPQL78nWrVsphKCHhwcrVarEJ0+eMCkpiZ07d6aXlxffeustVqlSRWk/c+ZMRkZGKp9TUlJYvXp1FilShMWLFycA6nQ6hoeHc/369S/71cjFvHnz6O3tzUOHDpEkjx49ysOHD5M0C8AHDx7k5MmTcyVulfw9SCFHIpH8pzl//jw9PDyUBxVpTkRZv359m+1XrVrFmjVrKp+3bNnCMmXKkCT79OnDt99+myQ5fvx4+vr60sPDQzHyzdK2kLRpk5Om1ZrzUZFs1aoVAwICqFarefnyZT59+pSTJ09mbGwsvb29lRg27u7u7NKlC+vWrcuFCxcq8XWyHupVqlShh4eHYsOydu1a1qpVS1lDup2d1RpMBgMzFy7k7Nmz6efnx8jISLZs2TLPyMCjChVShJZ9+/bRzs6OhQoV4oVPPsnVPl2nYwuYM6S/KMLv3r17CYBeXl5MSUnhrl27GBAQwJ49e/L+/fu8desWnZ2dles5ZMgQ2tnZ8eTJkxw8eDCLFClCg8FABwcH5R4ULVqUa9asYXBwMN9+++1X0uo8fvyYXbp0Yb58+ayCRRYtWpSA7fg7kr8fKeRIJJL/NA0aNMjljfPs2TOGhIRw06ZNudpnBfCrUKECL168yAcPHtBoNPL+/ft0dXXlpUuXmJ6ermhASpUqRRcXF/r5+bFgwYKcNm3ab4MtWsSMgABmwpwvKssTav/+/XRxcaHRaGTPnj1Zo0YNK6Hg/PnzLF68OHU6HbVaLQMDA+nv78/Q0FAlGrCrq6si7Hh7e3PixIk8duwYly5dysaNG5sHykPb8tDSt1SpUjx69Cjz58//XBubokWLkiQfPnxIjcXmxsXFhZNLleJDV1eaAN7U6/mej4+ypqTJk63i82T3AuvQoYNi31KuXDmuWLGCnp6eXLt2rdW98Pf3V7aMsm8TlSxZkqNHj+bJkydpMpk4b948AmBAQACvXbvGpKQk1qpVi7Vq1XrhllJaWhq/+OILBgQEsHXr1nz48KFV/bRp0zhv3rznjiH5+5BCjkQi+c/y888/MyAggCkpKbnq1qxZw9DQUN6/f58mk4kmk4lnzpyhi4sL582bxzZt2tDBwYFt27ZliRIl2KtXLxYrVoybN29mwYIFqdfr+dZbb3HXrl10dHSkp6cnv/76a/r5+SnzmUwmvvHGG9RoNDx27Jgyd8OGDanT6bhy5Uo+e/aM8fHxbNasGb///ntu3bqVv/zyC52dnWkwGFi8eHHq9Xq6urrSycmJjRo14pYtW3jw4EEOHz6cgDlnU/v27RkUFMTAwEAWKlSIT548eW7uqqz8XZmZmfTy8npuNOXSpUuTNNvRZGmQtFqtEqTQxcWFZcqUYbdu3ejq6spODg402dBifVygAN3d3Tl48GB+8sknFEKwTp06VttD2Slbtiy3bdtG0pwf7KeffuKlS5ds3us2bdowLCyMrq6ubNSoERctWsTGjRuzVq1auTQ6ycnJ3LZtG/v27Us/Pz9WqVLltRotS/46pJAjkUj+s7Rs2ZKff/65Vdm9e/e4YMECtm3blh4eHtRoNBRCUK1WU6/X09PTkx06dOCMGTP47rvvKjFnhBAMDAxkbGwsYdmSycrvlPXgf/DgAatXr86FCxeSJEePHk0XFxcWL15cmf/u3bvUaDQMCwvjsMhIJaP4JSH4tocHy5Urp2y/CCEYEhJCHx8fVq1alU5OTrk0Ezqdjp6enoyJieGqVas4ZcoUurq60tfXN8/4Ptft7EiaPZ7mzp1LR0dHc8wdG20vAixSpAjj4+Pp4ODAMmXKsE+fPixZsqSSc8rOzs5qG+1CHgLTEw8PJicnc/369bSzs6OzszPd3d3ztI+qXr26zQjGtjhw4AA9PT15+/Ztzpo1i/Xq1aOzszPt7Ozo5eXF8uXLs2TJkgwLC6NOp2Px4sU5cOBAHj9+/KW/T5L/f0ghRyKR/Cd58uQJnZ2defv2bZLkL7/8wpYtW9LJyYlvvPEGp02bxt27d7NatWps0qQJT548SWdnZy5YsIAVKlSgVqulRqNhxYoVOXDgQAKgm5sbw8PD6eDgwK+++oopKSlcuHCh4plUtmxZDh06lDVq1ODkyZPp5eXF1hoN0/z8SCGY5ufHQaGhBMAJxYszXaezEgKeqVQcW7SokqG8b9++7NmzpyLw9OzZM9d56vV69uvXjytXrmRCQgL9/f2VFAYtgFy5q54A3NS+Pbt3766kovjyyy/ZxdExV9ybFLWazQE6OjqySZMmLFeuHL29vdmrVy+uWbOG169f54wZM1igQAGS5lQSdevWZWYeQg6F4JEjR2hvb08hBCMiIjh9+vQ872H16tW5bt26l7rfWV5xAJS8VyaTicePH6ePjw/Hjh3LPXv28NSpU6/FA0vy/wMp5Egkkv8kP/zwA8uVK8cHDx6wa9eu9Pb25qeffporkm5ycjLfeOMN+vr6slKlSvTw8OC7777L69ev8+7du/z444/p6elJlcVryNHRkXq9Xkmq+eDBA8Xo9aOPPqKfn5+igeloMORK7PkUYG8PjzxtYC5ZtoA0Gg0HDx7M9PR0JUKxp6cne/TooQQxTElJIQBqtVpqtVoWKlSIRYoUoRBC2UpKVKl40bLtdAFga7Wa1apV46hRo6wC6rVs2ZILatTgAxcXmgCmW/pcBPh+QADz58/PhQsX5hIQfvzxR3p4eJAku3btys8//5zJ3t42zy3d358NGzakwWBgZGQky5cvn6crP2mOcrxv376XvueBgYEEkGvr6dtvv2VERIQUbv6FSCFHIpH8JxkyZAjbt2/PsLAwdurUiffu3cuz7enTp5VowF83bkxTUJCVwey1a9cohFBisTRu3JhGo5HkbxqE8uXL89NPP2XhwoWp1WqpVqvN20I2HvYPXFzyjDNjwm8ZyLVaLXU6HYUQ7OLoyKeenoor+F1LILoiRYrwq6++4v/+9z+WLl2aer2eHh4eDA8PJwCWKFGCffr0USIg//LLL1bnnpyczFWrVrF06dIEwHe8vJiWY93JajXT5s+3ee2ePHlCjUbDx48fMyAggMeOHeOTWbP4NMd5pWq17GrZ+gNADw8PfvbZZ5w9ezbHjx+vxMjJwmQy0dnZmXfu3Hnpe55dm5OTihUrKtuIkn8PUsiRSCT/SSpXrkxHR0d+9dVXebZJT0/n06dP6efnx/DwcP46eDCfqVTWgofBwJR586jX6/nhhx9SCMGWLVuyYMGCJM3eOVnpEzQaDaOioqjVaunn55fnto0pS4CyUXdVo6FWq+UPP/zAzZs3s2bNmuZtpxztngKcUqoUdTodDQYD8+fPz6FDh/Lq1avctWsXQ0NDmS9fPpYoUYLh4eF8++23CYB16tRh/fr1WaRIEXp5eVGj0dDPz4+dOnXirFmz8rTNYXBwntfR19eXw4YNY0xMjFLWSq1mZmCglbDYrVs3RQhRq9UMDAxkdHQ0cwZDJH8LCPiqjB49WpkDgGLw/d133zEhIeGVx5P8/+YPCTkAAgFsBfArgOMA3s5R39fyRfLIVjYAwFkApwDUyFZeDMAvlrpJAISlXAdgmaX8RwAh2fq0AXDGcrR50XqlkCORSEizi7ZWq+Xo0aPzbJOWlsawsDDlYZiUlJSn4HHPyYlCCC5fvpx16tQhACYkJLBhw4Z0c3OjSqWij48PHR0d+cEHH7Bp06b85JNP8hQYMgMDbcalSVap2ALIFWgur3EuWNau1+vZrVs3pb3JZGJUVBRDQkL47bffEgCXLl2qGE9369aNEyZM4KZNm3Jt3+XlZUUh8ryWNWrUYGBgoJWrtaOjo5LMkjTnr8pyGwfAJk2aKHVW6SIsfP7550oQxlfh8uXLVkLORx99RNIs0Hp7e/Ps2bOvPKbk/y9/VMjxBRBnee8I4DSAaP4mAK0HcClLyAEQDeCIRXAJBXAOgNpS9xOAUgAEgHUAalnKuwOYYXnfDMAyy3s3AOctr66W967PW68UciQSyd27dxkYGMioqChu3749z3ZDhgwhAObPn5/79+83Fz5nC8nBwYHVq1dXMogLIThgwABeu3aNYWFhjIqKYo8ePUiS/fv3Z4kSJTg+ISGXTc4TgM/mzDHPt2gRU319mQmzx9Pn8fHUarVW68zMzMxTI5Rp0SANGjSIwcHBjI+Pp7u7O11dXRXPJ7VaTbVazXz58lGn09HOzo7Lli3LMzlpur+/zbnS/PxImgWo69evc8OGDRw3bhybNWumbK1lN/hVq9WKDcypU6cYHR3NN998k1qtllkeWZcvXyZpToiaFYsnq39sbKw50ekrkiXcZLf1yXrfunVrJeO55N/B84QcFV4AyRskD1reP7ZodPwt1eMBvG/5QmXRAMBSkqkkL1i0M8WFEL4AnEjutSxqIYCG2fossLxfCaCKEEIAqAFgI8l7JO8D2Aig5ovWLJFI/tv06tULjRo1QmBgIJ49e2azzf379zFx4kS4urpi48aNKFasmLkiKMhmexEcjHLlyiExMRFXrlzBN998g6pVq2LChAmYPn06oqKicOvWLVy7dg0AcP78eZw8eRJtN2yAet483NLrYQJwS69Hf1dX3KpSBQDAFi1Q2NERGiEwpE0bnC9ZEhkZGXj48KEy9/nz53Fdrba5rgeOjtDr9bhx4wbu3LmDkJAQFChQAKmpqYiIiAAABAcHw8fHByqVCnZ2dggJCcHbb78Nb29vNG3aFFu2bMn6UQsAmOzrizSNxmqeFLUaHwIoXrw4HB0dkS9fPrRr1w6LFy+GyWSCTqeDTqeDnZ0dAODWrVtwcXGBSqXC9OnTUaZMGfTs2RNfffUVSEKtVkMIgTZt2oAkQkND8eDBA2W+bdu24enTp6hcubL1CS9eDISEACqV+XXxYpvXBQCWLFmCrVu3wtHRESqVCgMHDkSpUqXw448/5tlH8i8jL+nH1gEgBMBlAE4A6gOYaCm/iN80OVMAJGbrMxdAYwDxADZlKy8HYK3l/TEAAdnqzgHwgHkrbFC28sEA+tpYV2cA+wHsDwoK+lMkRYlE8s9g586dDAoK4pMnT9imTRvOydKY5KBz584MCQnhqFGjrCvySG3ARYs4cuRIxsTEKHYn9+/fp6enJ6tXr06j0UidTseCBQvSZDLR1dXVyt37xIkTFEJw7dq1rFixIr/77juuWrVKSRkAi8Yly4tqx44dSt+ZM2dySqlSudaVqdezm7MzlyxZQqPRSDs7O8bGxvKLL75Qovb6+PjQ3t6eJUqUYP78+anX63nixAk6Ozvz8uXLnD59OiMjI1myZEmuWLGCXbp0oU6nYxutVonfcxFmDy21Ws2ePXvyyJEjytpSU1NZrVo1dujQgY6Ojkr52rVrGRERwUKFCrFcuXJWxs7Ozs4MDg5mUFAQPTw8+N133/Ho0aN0c3MjadZcJSQk5DYSfs69yU7W9cw6Pv/8c+7atYsAuGbNGpYrV+5FXyPJPwi8DsNjAEYABwC8CcAAs+2MM3MLOVNtCDmNACTYEHLWWN4ftyHkuAPoZ0PI6fO8dcrtKonkv0316tUVwWbUqFF85513crW5e/eu4nKdlJSUe5BFi2ymI/j+++8JwCoH1vjx49moUSN27dqVbm5uiq2OWq3mhAkTeOTIEZ49e5bdu3eng4MD69SpwwIFCijpILJsVAYMGMBLly7x9u3bvHLlirLtQ5JVq1bl8uXLlXWZAF5Rq9nN2ZnlypVjjx49lC0gAFY2Nk2bNqWnpyeNRiPd3d3p5eXFs2fPsmjRomzSpAlbtmzJqKgoZfsNAO3t7QmAQ4YM4ePHj2kymfjDDz8wMjKSarWajRs35uTJk/nDDz+wRo0arFq1Ko8cOUKNRsPhw4ezadOm1Ov1DAkJ4RdffMGJEyeycePGLFy4MH18fKhSqVi+fHk6OjpSq9WyZMmSvH79Og0GA0ly4sSJLF26dO7cV3nYS+U0iA4KCiIAxsTEKJnkSbPwM3Xq1JdKHir55/CHhRwAWphtb96zfC4M4LZFuLkIIMOi4fGB2eh4QLa+62G2w/EFcDJbeXMAM7O3sbzXALgLs92O0sZSNxNA8+etVQo5Esl/l7Nnz9LT01MREHbu3Mm4uDiSZEZGBh8+fMgnT55w7dq1BMxxaAwGA5s3b84LFy48d+zMzEyWL1+ezs7O/Oabb5TyJ0+e0MXFhZ988gmbNm1KIYRis1OtWjUWKlSIoaGh1Ov19PHxodFoZK9evVi4cGFGRETQaDQyLi6Oer2ezZo14+7du5X0EmfPnuXJkyfp6elpZT8THBzMkSNH0sHBgXZ2dqxWrRoLFy6saC2yM3fuXAJQ3MNhsS3KEnhatGjBadOm8cqVK9y0aZNixJyQkMDBgwfbvAY1a9Zky5Yt6ezsTKPRSH9/f0ZERNBgMNDHx4f58uWjRqOhvb09dTodCxcuzLZt23Ly5MncsWMHJ0yYwA4dOrBr166K/VBW4s89e/bQw8PDtnFwHvZSOQ2iMzIycrmjk2Yhp1q1ataZ4iX/eP6QkGMRNhYCmPCcNtk1OQVhbXh8Hr8ZHv8MoCR+MzyubSnvAWvD4+WW924ALsBsdOxqee/2vPVKIUci+e/yySefsHv37iTNhq6ffPIJtVotfXx8qFaraTQaaW9vb6X1GDZsGMuVK0eDwcA+ffrw/v373L17N9u1a6cIAOnp6fz888/p4eHBJUuWsFixYlZahtatWzMxMZFNmzYlYI5MXLt2baX+8ePHdHBw4JEjRxgREcGZM2dSCMHIyEjq9Xr26dOH/fr1Y2xsLI1Go6JNMRgMNBqNLFeuHPfs2cPMzExlK6w5wMsqFTMtr80tBsjXr1+3uiY//fQTAXOsHL1eT5VKxZo1a/J///uflUZj69atdHNzo5eXF11dXenn52czS/vt27fp6+tLJycnDho06LeM6zRrtWrVqsX27dvTx8eHZ8+etZmJfPHixWzatClXrlxJf39/BgUF8YMPPqBGo6G3t3feaRxeUpOTF6NHj2apUqWsDJwl/3yeJ+S80PAYQBkArQBUFkIcthy182pM8jiA5QBOAPgBQA+SmZbqbgDmwGyMfM4i6ADmLS13IcRZAO8B+MAy1j0AH1uEo58BDLeUSSQSSS62bNkCd3d3lC1bFhUqVMD169dRtWpVvPnmm0hNTcXjx4/x7Nkz/PzzzwCAfPny4dChQzhy5AiqVauGb7/9FsHBwWjcuDE2b96Mbdu2YeDAgciXLx8GDRqEZcuWoWnTprCzs8OcOXOUeWvWrInTp08jNTUVAKBSqXDv3j1kZpr/9TVo0ADFihXDrl27cOfOHXTp0gUODg7KP2KDwQCTyYTw8HAEBATAwcEBDRo0wJAhQ6DRaJCSkoK6devCw8MD3bt3x8dRUZgNINBkgsryOhtAvcePUb58eezbt09ZW0JCAvr27QsvLy+EhITA0dERXl5eaNeuHU6ePIl58+ahYcOGaNOmDYKCgvDRRx8hOTkZXl5e2LlzpzLOs2fPsGjRIlSvXh3u7u5wcXFBSkpK1g9dAMA777yD77//HtevX8dHH32EfPnyQaXK/ZgJCgrC5cuXUbhwYTx58gT58+fHt99+i4yMDEyZMgW1atWyfYM/+QQwGKzLDAZz+UsQHh6O5ORkBOVhXC75F5KX9PNPPaQmRyL5b3LmzBlqNBpGRkZy2bJlynbF2bNn6e7ubhXtuFSpUlYuxo9mzOB9Z2dmArxlb8+RhQopGogyZcowPj6eY8aMMXfO5vKd5udHLlrEc+fO0cPDg/Hx8QRAJycnVq5cmW3btuW2bduo1Wrp6urKSpUqUaPRsESJErxx4wZdXFysg91l2dwIwQcuLkxUqRgSEsL169eTNNsEFSxYMM/kl5dVKgLmjODt2rXjggULeODAAf7yyy/UaDQcNGgQO3TowPDwcPbo0UPZsvPw+D/2zjusybP933fCTMIKJGFv2aC4UBRFUcStiHvvukfdq3VV69aqde9VV7XauurWulq1Wldb994bUSE5f38gT4kJqH3b99u+v5zHkUN4dp5E7uu5r+v6fDQkJSVhY2NDgQIFEELQt29f5HI59evXp1q1ajg7O5OSksKGDRvQ6/Xcu3eP5ORkEhISuD52rFTDlK7V8rGHh1nX9xzu37+Pk5MTCxcuxMvLi8DAQGQyGXK5/N0fdB71Uu/D8ePHcXR05OOPP37vfSz88xEWxWMLFiz8L7N27Vrc3Nywt7c3603UoUMHSShv3bp1uLi40KhRo+yVZjp2XshknOzXj6dPn+Lo6MixY8fy3FavUKBfvFgq2hVCUKdOHZ49e0Z8fDxWVlZ4eXmxb98+XFxcaNasGeXLlwfg448/RqlUZqd8zBz7lbU1R3r0IDAwkCZNmtC/f3+8vb3z1cwpVqwYFy9eZOrUqdSvX5+CBQuiVColLytfX1/kcjnNmjVDLpfj7OyMlZUVjo6OCCEIDg4mMjKSMmXKSPU7ixYtkkxOc6PX69ncrJmJEnOWnd07gw9fX19kMhm2tra4urpKRch/N+7u7pQrV47Xr1+bLzq38K/DEuRYsGDhf5Yvv/wSb29v1q9fT2BgoNltHjx4gI+PDwsWLEAIQadOnejRowd79+7lgaOj2YDh8ptZDmtra9q0acOWLVuy/azMbJvp7W0USAwfPpyVK1fi5uaGjY0NcrkcrVZLUlISBw8elKwFfv/9d+zs7Bg4cGC+9SaHDx/G3d0dpVJJlSpVuJxHkHPT1tZENfiHH35Aq9Vy/vx5mjVrRp06dZg0aRIqlQohBAcOHCA9PZ0bN27g4eFhtK9GoyE5OZkRI0bk/QHkcd0vdDouXLjAo0ePeP78OTdv3uSHH35g+vTppKWlIYTAw8MDd3d3vvnmG9zc3AgICPhPvgrv5MaNG6jVakqWLCl5g3Xq1MlskbKFfw/5BTnvU5NjwYIFC/9Ili1bJkaPHi327dsnIiMjzdZ/CCGEq6urWLp0qfjoo4+Era2tWLp0qZg/f77o0KGDUD97ZnafnKqNhg0bisjISDF48GDB1atmt5XfuCFev34tAGFnZyeOHTsmevbsKebPny+sra1FUFCQuH//vnj8+LHYtm2btJ+Pj48AxMqVKwVXrpg9tuHKFVG9enXx6aefin79+onNmzeLyTqdSW3KC5lMnG/dWmTrqGZz4sQJkZqaKhYtWiSCg4PFnDlzxNOnT8WRI0dEWlqaEEIImUwmlG/XubwhMjJSBAQEiKlTp4rMzEyz24g87ond3buifPnyws/PT2i1WhEbGyt69OghfvrpJxETEyPc3NxERkaGCA8PFzVr1hSvX78Wnp6e5s/xFzFjxgxRt25dsW/fPrFnzx5x+vRpcezYMREXFyfWrl2b/eRv4X+LvKKff+vLMpNjwcL/H5w4cQKNRiOJzN26dQutVpvn9tOnT8fX1xcbGxuUSiVyuZzTp0/nOROh9/XF2tqaQoUKSS3pGe7uZrd98CbVI4SQjn/69GmGDRtGTEwMjo6OzJ49m5SUFORv6mZSUlIYMWIEarWaXr16cSWP9ugnajVPnz4FstvB7e3t0Wq1ZMybJ9WmXJHJWJCczPTp02nbti0A27ZtQ6vVZuvr5OLFixfUrl2bqKgovLy8UKlULFmyhGXLlmFvb29khdCzZ0+Sk5MpVaoU3377rdn7+srTM88ZqLxITU1l4sSJJCUlIYQgKSkJmUwmXfvfweHDh6XPKPd7zMrKYs2aNQQFBeU/Y2XhH4uwpKssWLDwv0RmZiYFCxZk4cKF0jK9Xo9CoeDZs2cm29+/fx9HR0dcXV1p2bKlpO8SGRlJ5qJFZlV019SpQ3R0NFWrVmX48OEApM+ZQ6adndG26ULQ+M3gKc9V+LtmzRrCw8MZOHAghQsXltIjOW3mXbp0wcXFRRp4W9rYmNS2GN5S861VqxbW1tY0aNDAyLgyR9+mQYMGDB8+nL59++Ll5cWuXbvM3j+9Xk+5cuVQKBTUr19fSl3JZDLKlSvHvHnzePDgARs3bsTV1ZVhw4YZqTcDPH36lMGDB9NOpSLT1tbk/uVVk3Pt2jXUajW3bt3i7NmzCCGoXbs2tra2Zut+/iratWsn3euIiAijdb1790YIQYsWLf6281v4+7AEORYsWPif4ssvvyQpKcnoiRygaNGiRnYIOdSsWROFQsGRI0cA2LNnDzKZDHt7e3r27Mnz2bNNOnb8/PyYPXs2ly9fxtHRkWrVquHk5MTo6GgeOTtjeFO309XVFWtra7RarTSICiEk9eOwsDBq1qxJ3bp1SU5OxsfHR9LCcXV1pVGjRkRERBAWFkZbpZKbtrbo38wO3X5L2M/V1RUvLy+ePXuGr68vu3fvBiAqKopatWoRGBiIRqOhcePG3L59+48d3+pIMixdSkhICCtWrKBq1ap4eHhQtGhRrKysiIyMpHLlyri5ubFs2TJSU1Oxs7NDpVJx+/Ztjh8/Tu/evdFoNDRp0oRr164ZKTG/9PBgcFAQDg4ORlYOOYwYMYKPPvrI6D2FhoaSkJDw574MuTCnyQPwzTff4O/vz44dO6TPZ/v27UB2gOjt7c3Jkyfz7Qiz8M/FEuRYsGDhf4bXr1/j5+fH4cOHTdb16tWLTz/91GjZihUrkMlkUht2DnFxcaSkpEiD3qxZs6TOrEmTJqHT6Th79iw1atTAycmJ8uXLc/nyZRYtWkTp0qUJDg5m1qxZqFQqnJycSEtLQy6XY2NjIykpKxQKEhMTmTlzJvPnz2fmzJk4OTmxdu1adu7cCcDLly/R6XScOnWK77//nqSkJBQKBTqdDoVCQfHixRk5ciQbNmzAysqKlJQUMjIymDVrFlFRUUREREjXYG1tLQU+Ema6trLs7Ojl6SkFicePH6dLly6S/5UQgsDAQJRKJZ07d6Zx48ZS95inpyf9+/c3q0icU1Cc+zV27Fijwt5SpUpJYn9nz55FpVLh5+dHkSJFTILWd5GRkcG+ffvo0KGDdL4cm4y+ffty5MgRtm/fjlar5eDBgwA4OTlJ2/7www84ODjw1VdffdB5LfyzsAQ5FixY+J9hw4YNlCpVyuy6AwcOEBYWJg2WV65cQaFQmHQcAUyePJmmTZsycOBAqf3c0dGR0qVLS35KSqWS8uXLk5aWJikmV69endWrV5OZmcnZs2extbVFLpdTtGhRvL29USgUREVFodPpeP78OZ999hkajYYVK1bw7bffUrJkSZNrGTly5B8t7WR3XY0aNYpixYphbW2NSqWSWrzt7OywtbXFzc0NmUyGQqFgwoQJjBkzhnr16pnelDxqjp65uZls+ttvv+Hq6srAgQMlf6kCBQowfvx47Ozs6Nu3LyqVivHjx+f5+axfv56mTZuyc+dO1Go1QmRbSmRlZfHrr7/i4eEhBZMjRoygc+fOeHl5ER0dTdu2bd/Z6aTX61m+fLlRINW+fXvc3NzYv38/gYGBCCEoW7YsVlZW0mzatWvXgGzdo9z7Vq5cOd/zWfjnYwlyLFiw8D9D06ZNmT59utl1BoOBiIgIvv/+ewwGA+XLl0ehUHDnzh2TbR88eIBarebatWvo9XqCg4Px9fXFzc0Nb29vXFxcaN68OUOHDmXOnDkUKlSItWvXGh0jKSmJ4sWL4+/vLwUF/v7+kgBhjhP4sWPHCAgIICgoiAULFphcy7Nnz/Dx8TGdhSHbG2vz5s00btwYuVxO06ZNefXqFdHR0Xh6etKsWTOysrIICQkxX4OTR0Gz4S2/pxzKly/P4sWLadeuHZUrV8bf35/du3ejVqu5d+8e27dvx8XFhcTERDIyMsweI/fnkeOZtXnzZho1aiTpFQF8/vnnVKlShfj4eJ4+fUpKSgqJiYlSQAKQnp7O119/zYwZM4yCk5yi5ez+GWP0ej1Tp05Fo9GwatUqPvvsMwoUKMDDhw9ZvHixtF+vXr3M3nML/y4sQY4FCxb+JzAYDHh5eZk3b3zDokWLKFWqFFu2bMHJyYl+/frluW2/fv2kYlO9Xk94eLhkLPn9998bbTty5Eh69uwp/f7DDz9IswSffPIJdnZ2lCpVCl9fXyDbz2rAgAHS9suWLcPGxobRo0ebvZYNGzbg5+eXp0DdhQsX8PLywtHRkeDgYEqVKsXJkyfx8PBg5syZlClTxny65wP9nrZv305wcDBHjhzB19eX1atXEx4ejq2tLfv37+fRo0fcunVLKtTN7V1ljsDAQOrWrUtwcDAajYb79+9L67Zs2YKtrS0bNmwAsjudRowYgZubG2PHjmXPnj34+PhQsWJFo8Lhbdu25Xm+gwcPUqpUKeLi4vj999+l5R07dqRJkybo9XoePHiAUqnk448/ZujQoflev4V/PpYgx4IFC/8T3LlzB7VanW/tRlZWFsWKFSMoKAiFQvHHoGrGDuDp06d4e3tTu3ZtyTlcq9VSs2ZNlEoljRs35vr160B2S3a5cuWk89y/f59ChQohl8uJiYkhIiICR0dHNBoNADdv3kSj0XDs2DGePHlCcHAwCxcuxNfXl40bN5q99t69e1O2bFmzMyTPnj1DoVBgZWVFUlISGRkZUtDn6urKzz//bP6GmKnJya/7CbK7uAYPHkx0dDQ7duzgk08+wcrKioIFC+Lg4ICLi4vk3i6EyPP95HR93b17l169erFlyxaj9SNHjsTZ2ZmVK1caLT937hzVqlVDLpdTo0YNDhw4QGZmJgaDwWxx8Y0bN5gzZw4JCQn4+/szZ84ck+Dr8ePHlC5dmrCwMH755RfJ1kIIQZ8+fVi8eLFFFPBfiiXIsWDBwv8EBw4ckNSC82Pjxo0IIWjatGn2gnwG+uXLl0uu4QqFggMHDgDZ9TylS5dGqVTSv39/Tpw4Ic3SABw9elSqtRFCUKRIEVxdXXF1dZW2Wb58OcHBwdSqVYv27dsDsH//ftzd3bPbpd8KvPRLltC4cWMqVKggpbpy4+Pjg6enpxQUZGRkSFYR+fF4+nRu2NhgECJbtfkdlgs56sfdunWjbt267N+/n5y/rVlZWRw5coRJkyZJQcLEt7rAcggPDzebTgLYt28fOp2OuXPnUrhwYZP1AwcOpHnz5gwePFjSGoqLi6NevXq0atWKJk2akJKSQkBAAGq1mrp16/L111+btfXI4fXr11SvXh0hBAUKFEClUtG8eXNGjRpF2bJlKViwoCV99S/EEuRYsGDhf4JNmzaRkpLyzu369OmDtbU1vr6+2TMx+aRsypQpQ2xsLC4uLkb1IjnkFDM7OTlhb29PZmYmFy9exNvbmzVr1jBq1Cjs7OwYP3483t7eqFQq9u/fD2SnwIoUKYKjoyO3bt2SjtmzZ09mlytnNvDSL15Mp06dCA8P58SJE0bX0qBBA8LCwhg4cCAvX76kdu3aBAUF5VmjBNlBlZ+fH0OHDv2g7qVdu3ah0WhwdHRkwIABdO/e3WSbgwcPIoQwW9gNMHz4cIQQJoHpL7/8gk6nY8uWLej1egICAky65RITE4064h48eMAPP/zAV199xdy5c1myZAnffvstv/76a56t43nxxRdfMH36dH766SciIyPp2bMner2eVatW4efnR4MGDbhy5QrPnj3jxo0bH3RsC/99LEGOBQsW/if49ttv36sbRqfT0bRpU8aNG0dgYGB2kW0exbdKpZK9e/eiUCgIDAzkzJkzZo85d+5cZDIZ7u7uaDQavvzyS+7evYuDg4NUw+Ll5YVOpyM4OJjr16/TtGlT4uPjad++PQULFuTy5csAPHr0iKtyeZ6BF2TXFrm5udGnTx+pTmfhwoX4+/tTtWpVKlSoQJ06dejYsSOTJ0/mwoUL2QrOb7h58ybt27fH3d1dqnn5UNauXYtCoUCj0ZikmgDu3r2LEIKaNWua3d9gMFClShXc3NykAGvv3r3odDpWrFghbde2bVu++OILo30rVKjA6tWr/9R1fwgPHz6kZMmS1K1bl1u3bpGens6QIUNwdXXF19cXIQRXrlz526/Dwp/HEuRYsGDhf4J9+/YRHx+f7zabNm3C2tqac+fOAdnBSV4BxXVra/r160evXr3o168fu9q146pcbjatExUVJSkaK5VKSpQoQXx8PEWLFqVkyZIcOHCATZs2IYSgatWqODs707BhQ9LT0zEYDEycOBGdTsfixYsxGAwYzAU4QmSnrt5w69Yt2rZti1qtpkOHDmzevBlbW1usra3p3bs3WVlZJro0OS+FQkGZMmVMBPmysrKka3ofWrRogRCCIUOGmIjlvXjxIs8OpxzS09MRQrBjxw5GjhwpzeDkZu3atYSFhbF7927pumbMmGG+Jf5vID09nX79+knv5ezZs9y4cYNx48ZRoEABPvvss//KdVj4c1iCHAsWLPxPcP36ddzd3Y2Wpaenc/HiRU6dOsWvv/5KSEgIVlZWRoWnF0aM4MVbszlZ9va0tLXl8ePHeHl5cX3sWJP0UaatLZmLFtGxY0dkMhlWVlZ06NCBjIwMmjVrhouLC+fOnaN69eqsW7eOEydOYG1tja2tLWq1mh9++MHoWn/88UeKFi1KiRIleKJWmw9yzHQ9Xb16lbZt20paOTKZjNKlS1OgQAGT4MYxl49WTkDWqlUrSpQogVqtRi6XY2dnh1wux9vbm+TkZIYNG8axY8dMAp+srCycnZ1JS0ujRo0ahISEsHTpUqMC3ejoaOlczZs3NzrGtWvXKFmyJO7u7jg5OVG5cmWzsyIGg4Evv/ySyMhIChYsyODBg2nQoAGRkZEf9P34Tzl37hxVqlQhKChISlOtW7eOSpUq/Vevw8KHYQlyLFiw8D+BwWBArVYzefJkGjVqhK+vL/b29vj7+xMRESEJ5MlkMurXr8+CBQt4/PgxAJmLFvFErUYvBDdtbZmblIRWq+XkyZMEBQXlWbdz6c0Abm9vj7e3Nx9//DHr16/n1q1bXL58mS1btlCyZEm8vLzw8vJCq9USEBBA9+7dcXNzkwqZc8jKymLlypUMDgzk+dvpM4WCVwsW8PDhQ86cOcPatWvp2bMnQUFBhIeHM2vWLMkSIjQ0lLS0NLRaLSNGjODAgQOSkaerqyvu7u7I5XJkMhnW1tbs2rWLO3fuSPUrmZmZXLp0iQ0bNtCrVy8CAgKIiYkx6jLq378/tra20nG3bt1KmTJl8PT0pHv37nz33XfcuXOHXbt2SYGOu7s7Hh4eWFtbSyrJQgimTp36ztkjvV7Pzp07GTx4MK1atTKrKfTfoEuXLgQGBtKmTRuCg4PzrXmy8H+PJcixYMHCv57bt2/Ts2dPbGxsKFSoEHPnzuW3336TZmwePXqEEII1a9agUqlYsGABtWvXxsXFha5du0pP5q9fv+a7776jSpUqyOVybG1tcXFxQZ9H+kifK8hRq9WS7UEjIbgik6EXgjsKBUOCg8nKyiI8PJzp06cTFRUltVifPXvW7HsaFxvLXaUS/ZvUWVulEltbW5ydnQkJCaFatWp89tln/PTTT2RmZkoBQ+vWrSlSpAg3btzA0dFR6igyGAzMnTsXnU5H69atOXfuHFlZWbi6utK3b99876/BYGDr1q0kJCRQqFAhyUbi888/N9n27NmzDB8+nPLly6NWq3F0dMTX1xdPT08cHBxwcnIiISGB7t27mxRP/xswGAysX7+eUaNGmeglWfjnYQlyLFiw8K/FYDAwY8YMNBoN3bp144svvjDbYTVs2DDs7Oywt7dHLpdLKsc3b97k448/xs3NjSlTpkizCc2aNSM0NJRSpUqh1Wq5nFeNjL8/TZs2RQghtXUbli7FoFAYbZcuBC/mzsXd3Z3r169LqSwhBNWrV6du3brUrFmTKVOmSIHZ8OHDjQQD82PMmDF4enpy69YtDAYDderUoVixYhQvXpyXL1/y/Plz6tatS2xsLMePHzfa9969ewghSExMZM6cOdSoUYPKlSvj5OSEUqlk8eLFRvd78eLFyOVytFrte9XuPHr0iMuXL3P58mUePXr0wR5UfwaDwcCBAwcYOnQoVapUoUCBApJ+j1arJTY2lsaNGzNjxgwjBWUL/3tYghwLFiz8K0lPTyctLY0iRYpInUPp6elotVqj2ZH79+/j6urKb7/9xqFDh7C1tUWlUjFlyhRevXoFwK+//krhwoUJCwsjJCQEIQQRERFYW1vj7+/PVzVr8sra2ihweWllxZnBgyWjTYk8Ult335hy6vV6unXrJtW6pKamolAoUCqV2NnZUbx4cbKyspgxY4aRI3derFmzBrlcbqTgm56eLhVC16lTh7i4OFq2bJmn1cLWrVulmaCUlBTWrVvHzZs3GTFiBGq1mokTJ/L5559z584dihQpghCC8PBwevTo8V8JWt6X58+fM3HiRAIDA4mIiKBr166sX7+ec+fO8eDBA549e8bt27f58ccfmTdvHs2aNUOtVpOcnMy2bdv+Ue/Fwl+DJcixYMHCv46nT59SqlQpmjVrZtLVM2LECKPOm+7du9OpUyfp9/r169OpUyd8fHzw9vZm4cKFdOjQAbVaTUREBD4+PgghsLa2pmjRon/UfuQS58v09mZjo0ZSDYyRKm8eLel6ke3SbTAY+PbbbylatCitW7dGLpdL3V6nTp3CwcGBOXPmMHv2bNq0aZPvfXj+/DlCCD755BOj5ePHjyfH/DLHN+vPDOA//fQTycnJhIeHo9PpEELg4uLC5s2befToEcWKFWPw4MEffNy/g5UrV+Lt7U1aWhqHDx9m4MCBCCGoXbs2z549y3O/jIwMFi1aRHh4OMnJyUbBooV/P5Ygx4IFC/8qXr9+TcWKFWnfvr1Zobf09HQCAgLYvHkzV65cwdXV1Uhsb+bMmZKrd/PmzZHJZGi1WrZs2YLBYKBq1arIZDKcnJykmZyLFy+anOfRo0dYWVlRtGhRPDw86N27d3b9Sx4zOdesrHB2dqZfv35cv34dT09PacYhNz169MDT05NRo0bRuXPnPO/D06dPEUJQo0YNo+V6vZ7o6GisrKwoUqQItra2uLu7s2jRog8WxoPs+z1t2jS0Wi3Dhg0z6ky7e/cuAQEBfP311x983L+KjIwMWrZsSVhYGPv27cNgMODh4YFGo2HBggW0atWKkiVLUqdOnXy9tF6/fs348eMlpWoL/xtYghwLFiz8q+jbty9VqlTJd8DasWMHnp6eNGjQgP79+xutu3v3Lk5OTgwaNAg/Pz92795Nq1atUKlUlCtXDicnJ+RyOc2aNaN///5ER0ejVCpJTU01mhGIjY1FqVTy9OlT7t+/T/Xq1SlbtizPZ882aTc3KJV0cHLC2dmZwMBAJkyYgKenJ7Vr12bZsmVG1/fw4UMiIiKws7OjfPnyeXomjR49GiEEBw8eNFo+ceJEQkNDEUJgY2PDb7/9xuHDhylZsiRhYWFMmzaNu3fvcvLkSUmjxtwsT44WjL+/PxUrVjTR1Mnh0KFD6HQ67t27l+fn8Z+wdu1aTp06ZXbdkydPKFu2LPXq1ePZs2fcvHlTSrvl6Nfo9Xo6duwoLTcYDGRlZeV5X48fP46fnx/jxo37W96Phf8uliDHggUL/xoOHTqEh4fHew2ovXv3xsrKyqwreUREhFSom8PVq1dRKpXY2NjQsmVLfH19GTFiBJUrV+bUqVOUL18eJycnevbsybx58xBCUL9+famuJ6fWpkiRIqTPmWPkO/VD586ULl2aL774gtDQUFxcXPDx8cHDw4Nff/3V5PoyMzMJDw/HyckJjUYjiQTm8NVXXyGEYO/evUb77dixA61Wy2+//UaBAgXYvHmztM5gMLBz504aN25sop9TokQJpk6dysiRI2nVqhXR0dG4uLjQunVrDh069M573bVrV7O2F/8Jy5Ytk67PnLrxy5cvKV++PO3bt2fdunX069ePUaNGSS30b7Nw4UJUKpWUdrOyssr2CDPDtWvXCA4O5ssvv8zz+rKysjh06BDjxo2jVatWJCcnU6pUKcqVK0fdunUZOHAg33zzjSRTYOH/BkuQY8GChX8FBoOBEiVKsGjRovfavl69epQpU4bo6GiuXr0qLZ85cyYBAQFotVrJEgHgs88+Iz4+HpVKxd27d1m1ahVRUVE4OTlJgcz27dvx9PRECEHBggWlup5169ZlKxUbDHTs2JHk5GRppunly5eEhIRI6bDOnTvj5eWFSqVCqVQyd+5ck2t/9eoVjo6O3Lhxg+7du+Pi4kJCQgLjxo1jzJgxODs7s379eqN99u7di1arZffu3SxZsoTixYuTnJxMr169jAKkxYsXI4QgKSmJ3r1707NnT7y9vQkJCaFv377MmjWLw4cPf5Dr9t27d1Gr1X+Jl9PXX3/NihUrsLKyQrypY3r+/LnJdi1btjTS38n5TH788cc8j/3q1Stpn5iYGJydnYmOjqZdu3YkJiYSHx8vrf/kk09wdHRk/vz5Rse4du0avXv3xsPDg5iYGLp06cLs2bPZvHkz+/btY8eOHSxfvpxPP/2U5ORkVCoVQUFBNGrUyMhaw8J/B0uQY8GChX8FO3bsICws7L3qSn766Sc8PT159uwZEyZMwN3dnXXr1nHy5Ek0Gg2//fYbnTp1olWrVkB22sPNzQ0fHx8pzWEwGChYsCCRkZFs3LiRFy9eSIObEEIqFh45ciQuLi7ExcVx5MgRsrKySExMlI4zZMgQo7oZvV4v1f00bdqUnj17mlz/+vXrKVOmjPR7zZo1adiwIT179qRx48b8/PPPRtsvXrwYjUbDtm3bAChdujSVK1eWAoXcKa2EhAQ2bdpktP+LFy+Ii4vD19eXhw8fvvP+mqNDhw6MGjXqg/YxGAysXbuWunXrEhMTI7XVCyGwtbVlypQplC1b1riwG9iyZQsqlUratkOHDty/f/+9zvn06VMePXoEZM+Y7dmzh8GDB5vMbr39SkhIoEWLFqjVanr27Cl9/nnx4MEDWrVqhRCCcuXK4erqio2NDTNmzPige2ThP8MS5FiwYOFfQaNGjZg2bdp7bVuxYkWjVMO+ffsICQlBrVZL2jPPnj0jNDSUBQsWMG3aNAoXLoxWq+XFixfSfvPmzaNQoUIUKlSIgIAA6tWrR3JysokWT0ZGhqSXc/LkSa5evYqbmxvz5883SYsBuLi4EB4ejpWVFcnJyZJgXw5VqlRh3rx50u+nT59Gp9OZtIBfv36d+vXrG7mSX7t2DTc3N548ecLHH39MjRo1JFXizMxMVCqV2RTKnTt3UKvVuLq60rRpU4YPH87u3bvfu1h53759FCxY8J3bHTp0SFJ6njp1KlqtliJFiuDg4GCkgiyEwNfXl5iYGGJjY7l06ZL0HkJCQti0aRPXr1+nevXq760n9C5evnxpco9TU1MlkUchBLGxse8MqHIc1oUQ0mxhZmYmH3/8MTKZzGR2zcLfhyXIsWDBwj+enPTN+9TibNu2jZCQEJPAYfXq1Xh7e+Pj40NcXBwTJkxg7dq16HQ6qf4lpwj46dOnfP/993Tp0kWaVZg5cyb79+/HwcHBKM2VQ8+ePQkNDZXSVO3bt8fOzs6obub58+e0bdsWIQS//PILMpmM4sWLExQUxLRp03jw4IHkWP52a3xCQoJUY3Py5Ek6d+6MWq1m8ODBpKenS9stXryYunXrmr03x48fN+nmeptz584xd+5c+vbtS2RkJKVLlzbbXfY2mZmZODk55VnnAnDixAlp8M/p/AoPD2fJkiWcPXuWKVOm8Pnnn/PkyROGDh3K/PnzmT17Nra2tri6ulKxYkUGDBhgpEv03XffGesU/cXMmzcPmUzGtGnT2LBhA0IIVq1ale8+mzdvpn79+gghTAxHJ02ahL29PR06dMi3eN7CX4MlyLFgwcI/nn379vE+/3/1ej2FCxc2OwglJCSwevVqMjMz2bx5M+3atSM0NBRra2upEDUqKgoPDw8UCgWlSpXik08+oXDhwnz88ceULFmSmJgY2rVrZ/bcWq2Whg0b8uzZMzZs2ICbmxsODg6Sou7PP/9MWFgYzZs358mTJ8ycORNnZ2e+//579u/fT/369XFycsLR0ZHq1auzaNEiNm/ezM6dO1m1ahUuLi6kpaURFhaGj48PAwcONJkhguwW9DFjxpi9xgULFtC4cWPzNy+XDhD+/rB0KXq9nvHjx6PT6di+ffs773+5cuXytTqYPHky/v7+uLm5ERUVRY6DuTlyzETbtGlDSEgIK1euZMGCBdjZ2VGiRAlu3LjBtWvXaN++PVFRUe+8tj/D999/j06no0KFCpJHVUBAgInnmDmmTJmCEILk5GSj5ZmZmTg7OxMfH89HH31kmdH5m7EEORYsWPjHM3369DyDi9wsXryYEiVKGA8cS5fy2ssLvRAY/PyyB/NcrF69GrlcjqenJ9WrV+fEiRNGKZpu3boxduxYoqKiUCgUZGRk8PDhQ+7cucOr+fOlwCDD3Z0eOh12dnao1WpatmyJTCYjISGBefPmodFoWLJkiXTcjh07UrBgQapVqyalP/r3709sbCyffPIJjRo1olKlSiQmJhISEkJwcDCTJ0/m6NGj0vU9fvyYX375hUOHDnHs2DGuXLlC9erV89StmTx5spEwYu579HbbO0qldK9yBvuc4um8aNu2bZ41J8ePH8fNzY2goCDJAuPevXsmM245uLu7M2bMGJKTkxFCULZsWS5fvoxGo2HgwIF4eHhIgUT9+vXzvKY/y++//45Wq2XPnj1s3LiRMmXKcPHiRezt7Y1Smm/z6NEjTp8+jcFgICUlxazmTvv27WnUqBGxsbFMnjz5L792C39gCXIsWLDwj6d3795mzSBz8/LlSwICAozbqt8xeAPExMTg7e3N8+fP6d69O1qtlpEjR0opqVGjRlGuXDnJ98rqjahfO5XKxCk8XQg+DQmRXL7bt28v2Svs2bMHyDYTHTJkCAMGDJBSN02bNmXZsmX4+PiYzM6sWLECNzc3Ll26RHp6OitWrKBevXp4eHigUqkIDw+nePHiFCpUCC8vL+RyOQULFmTYsGH89ttvRsfatWsXpUqVMr15eQgY4u8vbfLdd98REhJC2bJlzc4gAfTp04fRo0ebLN+9ezdarZYZM2bg7e1tksIxh6urK56engwePJgiRYowaNAg5s+fT8OGDbl+/TpeXl7STMmfETnMj6ysLIoXL84XX3wBZAtMqlQqjh49ire3d76B3syZM6XP1dramsuXL5ts8+zZM8LDw5k7dy4ajYaTJ0/+pddv4Q/yC3LkwoIFCxb+ATx9+lQ4Ozvnu83s2bNFZGSkKFOmzB8LBw0S4sUL4w1fvMheLoT4/fffxdmzZ0X16tWFSqUSkydPFnv27BG///678Pf3F/7+/uLTTz8VR48eFXZ2dmL16tXCzc1NjB8/XkxzchKqt65BKYRof/mymDBhgjh58qQYOHCgMBgM4uuvvxZly5YVly9fFlFRUeLChQtixowZ0n4FChQQH3/8sdi8ebPw8PAQQgih1+vFzJkzRaNGjcSkSZPE/PnzhZ+fn5g/f7747bffxO3bt4WXl5coV66cmDJlijhy5Ii4ceOGKF68uGjevLl48OCBSEhIEFWqVBGHDx8WQghRpEgRcfToUTF79mzx+PHjPy786lXzNzXX8qpVq4pz586JsmXLipSUFPHy5Uuzu8hkMqPff/75Z1GvXj2xbNkycezYMfHq1SuhVCrNny8X69atE7du3RLbtm0Tx44dE9HR0eKnn34SJUuWFDNnzhQ1atQQhw4dEidOnBA7duzI/2DLlgkRECCEXJ7977Jl+W4+d+5cYW9vL7p06SKEEEKpVIrw8HDx8uVLoVKpxJEjR6RrTElJEVWqVBG1a9cW1atXF+PHjxdOTk6iTZs2Yt++fcLf39/k+A4ODqJcuXLi3r17Yvjw4aJz587ZMwsW/rvkFf38W1+WmRwLFv6dfPTRR0ZpkNu3b7Nr1y6WLl3KrFmzmDFjBi4uLqxbt874qT4PHylkMgCKFStGwYIF6du3L4cOHWLr1q18++23tGjRAhcXFyYWK8YNGxv0QnBZCBoLgUwmQyaToTd3XCEwyGTExcVRokQJKlasiEql4ty5c7x+/RofHx8jJd1vvvkGHx8f/P39TTRUBg4cSFRUFL1798bT05OWLVtKhdDFihXj2bNnnDhxgk8++YTY2FhUKhWlS5fGz8+PkSNHotfrefnyJbNmzcLLy4s2bdrw9OlTpkyZQvny5WnYsOEfJ3uPmZwcDAYDZcuWNdHpgewU3NSpU6XfHz16RGBgIF999RXXrl3DxcXlvcXxcoQNX7x4gXjjmRUcHMz8+fNJSEggLS0NgD179qDT6Yy0kIx4j9m83Lx8+RJvb28TvZ1GjRqxePFiyROrbdu2KJVK1qxZw7fffsvatWv55ptvOHXq1HsVFO/fvx83Nzfu3btHeHh4vrVMFv48wpKusmDBwj+dvn370q1bN3r16kVoaChqtZqEhAQaNWpE27ZtiY2NlbygXF1dqVevHuvXr8+uwTEXiPj5MXToUKysrFCpVNjb21OsWDESEhJwdHTMVvu1tyf9rSDJoFSStXgx9+7d445CkWdgoNfrmTFjhpS22LlzJ6NHj5aMMnNMOr29vfHw8DBpSb5x4wYODg40bNiQoKAgDhw4wPfff48QgoCAALM1IY8fP2bz5s3SvWjSpIk02D558oS2bdsSEhLCuXPnuHfvHo6Ojn8I/n1gINCjRw+ztgcpKSl8++230u9t2rShQ4cOQLbTeXBwMBMmTHgvTZvVq1cTEBAAQLVq1Rg1ahROTk6o1WpkMhlt27aVtv3ss8+oVKmS+TTSBwRwAMuXL6dChQomyzt37swXX3zBmTNnjNrcc1r334fmzZsbaRa1b9+eDh06MHfuXKpXr/7ex7Hw/liCHAsWLPyjOX78OJGRkSiVSgYNGsTx48eNZmvu37+Pm5ub5B598+ZNZs+eTXx8PN01GjJtbY0Gt9c2NnR0dsbe3p4aNWowfvx4GjduzNmzZ/H19WXcuHHZgUg+ARKAYelSMu3sjNbpFQopMPjmm2+IjY3F3t6e1NRU3NzcOHDgAFOmTKFgwYJSp9bbdggGg4FKlSoRGRlJUlISjx8/5sqVK+h0Onbt2vXO+zVjxgwaN24s2Qvk1n2ZO3cu7u7uHD9+nBIlSrA0dxBjprsqL7p3707v3r15/PixpNhsMBjQ6XRcuXIF+EOQ8d69e/z8888UK1ZMCgzy8sHKzZo1a6SC8JxAokiRIowcOVIy4szh9evXREVF8c0335ge6B2zeW9TrVo1owLxHLp27cqUKVOA7JnEhg0bIoRg48aN73wvOQQHByOE4Mcff2TlypWEh4fz+eef8/TpU5ydnd9b0NDC+2MJcixYsPCP5NWrV/Tp0wedTkefPn2Ijo422WbYsGEIISTl4rfZt28fg4OCuCwEBiG4bm3NuNhYBg8ejJubG+np6Rw5coTw8HD8/PyMJfzzGBz1QnD8+PHsbZYuxeDnh0Em455KRXsHBwICAqhSpQoajYbk5GR0Oh0ymQylUolGo6FZs2Zs3boVg8FAu3btpIEzhy+//FLa9+XLl2RlZREfH//Owusczp49i4+PDy9evKBevXokJiYapYhWrVqFl5cXa9aswcPDgxIlStCgQQOGDBnCtm3bjExIzfHTTz/h7OzMlStXpKAFsjVwAgMDpe3S0tLo3r271KLftGlTfvzxxw8y8vztt9+MgruyZcuyY8cOs9uuXbuW4sWLm87mfMBMzqtXr3BwcODhw4c8f/7cKJhu1aoVw4cPZ9CgQTg4OBAfH59nAXZeZGZmSvesfPnyrFmzRlpXrVo1sx5dFv4zLEGOBQsW/nHcv3+fUqVKUa1aNe7duydpi9y8eVPaJqd9WAjB2bNn8zyWXq/HwcEBIQTDhg1Dr9ej1WolD6wXL15gZWVl4lb+0sPD7OB4VS7H2dnZrIeWXq/n3LlzNGvWjIiICCZNmoSzszPe3t44ODjQtGlTqlWrRlRUFL6+vlhbWxMaGkqdOnUYMWIEs2fPRi6XExwcLAUbY8eORQjxzuAjB4PBQGRkJHv37iUrK8soEMlh3LhxxMXF8ejRI77//nsWLFjAgAEDSEhIQKVSERcXR69evVi/fj2TJk2iatWqJCUlkZqailKppFixYlSsWBGZTMbu3bsBGDBgAH369AHg1q1buLi4IISgVKlSTJ069U8L3zk7O3PkyBEAmjVrZqQE/fa9DwgI+CMAzeEDUnFHjx4lOjqaTZs2Id7UX9nb2+Ps7CwFqrGxsea7w95zJuzatWsIIUyCvVGjRtGrV6933Q4LH4glyLFgwcI/inv37hEZGUmfPn2MnqRbtmzJ+PHjpd8jIyPNDuBvM3z4cFQqFd26dUOj0ZCammrkgTVmzBh0Oh0zZ86U9jEYDAzw9+eFXG40OBoUCtbUqYMQAgcHBxOvpszMTMaMGYNWq+XKlSucP38eIQSOjo6EhYXh4uLCqlWrOHHiBJs2bcLT01NKXXz88ceStUHXrl159OgRx44dw8PD450+SW8zceJE6tWrB8DQoUMRQhgFGTkaLuZmhzIyMtizZw8jRowgJSWFZs2a8fXXX7Nt2zaWLFlCy5YtiYmJQQiBRqMBslusdTodZ86cAbJ1jeq8uU9CCBP15g/Bzs5OCgjGjh1L165d89x2wIABJsEq8N4ByIoVK6hbty6zZs0iJiaGzMxMLl++zI8//pi/AemfqGlq1qyZ0bKvv/7ayOPMwl+DJcixYMHCP4ZXr14RHx9P3759TdYdOHCAgIAAqVj23LlzuLm55VvHMGvWLAoUKMCAAQPo0aMHW7duRSaTMWvWLCC7tsLNzY2ZM2dStGhRKdWxevVq1Go1H3t48EKnMxocv/jiC7RaLVFRUchkMho2bEhGRgZXr14lLi6OChUqcObMGQYNGoSjoyMymUzS7klNTZV0ZDp37szAgQOlazUYDNjb21O3bl2aN2+OWq1Go9H8qaf7Z8+eodPp6NSpE0IIFAoFQggjY87z58/j6uqarw3D21y6dAk3NzfOnz/PiBEjpMLbzz//nNTUVGm7tLQ0Fi9ezN27dxFCsG3btg9yNc+NlZWVVFd0+PBhIiMj89x2165dxMXF/anzQLaXVqdOnRg2bJiRQeqxY8cICQnJe8cPLG5+/vw5AQEBkk0HZHdbmdUwsvAfYQlyLFiw8I+hZ8+e1KpVK0+xtfLly0vGm40aNWLEiBF5Huvo0aNotVp+//13fvzxR4KDg6lVqxaRkZGEhITw7NkzBgwYQKdOndDr9URERLBp0yZevXqFt7c3devWJT4+3uhaHj9+jJOTk1Q7MX36dORv0ldCCEaPHs3Zs2eJiYkhLS2NTp06ERcXR9GiRZk2bRqLFy9Gp9Nx/vx51Gq1UU1Hnz59sLKy4sGDB2zYsAEnJyeCg4OpWLHiB9WxpKen8/XXX9OkSROjLiAhBIcPHzZq8W7fvj2DBw82e5xFixZRoEAB5s6di16vx2AwULVqVcldvVatWggh+Oqrr4wKvyG7wPbcuXMYDAbJq0sIIc2EGAwGMjIyTNWO35pxyVy4EJlMJn0Ger0eHx+fPAuXnz9/jr29fb7igLdv3+abb75h3LhxUtfewIEDmT59Oh999BFdunShVatWNGjQQNqnb9++9OvXL++b/oHFzZDtsebr6ysFmUeOHKFYsWJ5n8MMFy5cYOrUqZaC5XywBDkWLFj4R/Djjz/i4eFh1vwyh5MnT6LVatm4cSM6nY6nT5+ybds2k+0yMzOJjY2VumQMBgNBQUHY2dlx6tQpmjRpIhU156gCb9y4kdDQUMaNG4enpyfu7u4mWim9e/c2mUmYOnUqnp6eyOVyDh48iLu7OzNnzpT0Vo4dO8bMmTNp3749xYoVw8rKCk9PTymtMn/+fGJiYtBoNDRt2lRqUXZycuL69ev07t2bsLAws8q5b5OVlUWRIkWMAht3d3d8fHyMli1fvhyAU6dO4e3tbbZeJidwK168OAkJCXz66adERUXx7Nkz6tevj7u7O9euXaNEiRJGacSsrCxsbGyMApjPP/8cBwcH6tSpIx035yW1VJtJ+egVCpq+qfvZs2cPu3btomnTptSoUYPvv/+ebdu2sXXrVrZu3cqmTZsYPXo0SqWSDh06GN2vBw8eMHbsWGJjY3FxcaFy5cr06NGD0aNHM3HiREaMGMFHH31EUFAQ1tbWqNVqatSowevXr6VUXH51Xx86k5ND//79KVu2LK9fv2b37t1Gs0fv4vjx47i6upKUlEShQoV4/vz5e+/7/xOWIMeCBQv/CMqXLy+1I+fHyJEjsbe3R6FQSN1Vfn5+Ru3Dc+fOJTEx0WgWJiAgAG9vbyC7MNbR0ZFChQoZHbt27drY2NgQExNjMsNx6dIlFAoFR48eNVqelZVFYGAg0dHRaLVavv32WynA8fHxMbn+Fi1aYGVlRVxcHJ07dyYwMJAtW7ZQuHBhVqxYgZ+fH3PnziU1NVXaf8KECYSEhHDnzp18702OS3ZaWhrz5s1j/vz5BAYGSgFFamoqQgijFumYmBgTw8mMjAy++OILqZZn+vTpBAQEcPDgQQoXLiylwOrWrUu9evWM7vOTJ09wdHQ0ubbt27czfvx4Vq5cyePHj6WuKynIySNQuGZlhZeXF15eXpKukFwux8PDA19fX3x9ffHz80On00m1UkIIRowYwfPnzxk0aBBqtZoWLVqwa9eufAugv/nmGypVqoRMJiM8PBx/f38aNmxI7dq1873vH1qTk4Ner6dKlSr06dOHJUuWGAs0voOyZcvy5ZdfkpWVRc2aNalRowavXr167/3/f8ES5FiwYOH/nCNHjuDv75+nWWMOt27dYs2aNQghpEGtf//+jBs3DkdHRwoWLMiJEycICQmRun4gWxVXqVTi7+/P1q1bASRV4tx06NABuVxOVFSUSQ1J3bp1KVeunNnr+uSTT6Rryf3720XRP/zwA25ubjg6OjJlyhT69OnDzZs3efz4MQqFAjc3N6ZNm8atW7fw9vamUaNG0r4DBgwgMTEx30G6Y8eOJuf87bff8PHxYcKECej1epKSkqhWrZq0vmfPnnz22Wd8+umnlC5dGk9PT6ysrKTrf1t40MnJCSEEoaGhpKSkGOnwQHZKz1yQk5vZs2dLx5c+8w9I+YwcOZLq1asbBVcpKSk0b96cwMBAFAoFP/zwA0FBQTRs2FDS7nkXv/32G76+vjg7O3Po0CHWrFmDlZUVCQkJ3L59O/+dP0BnKDf379/Hw8ODwMBASfzwXezfvx8vLy+ePn0KZN9zDw8PnJ2diY2N/dP1T/+LWIIcCxYs/J/TqVOnfOtrILv7JHeao3LlyiQmJnL9+nUgOyXRpUsXbG1tUalURgW1ISEhfPrpp2zatAl/f38ePnxIYmIiLi4u0oBw+vRp5HK51AVVoUIFUlNTSUpKonjx4lhZWdGpUyf2dexIpre30WDWoEED6bqePXsmzVJcuHBBuoYc+4HNmzfj5+dntG7Lli3Y2tqyfv16Hj16RGhoqInqblZWFklJSaYdUbkG10xvb84OGWJy765cuUJMTAxVqlRBCCG1egMsWbKEkJAQhBAsWLCAlStXmgQuuTly5AharRY7OztmzpxpUj+VmZmJtbV1ngPt3LlzjT5HafbhA1I+L1++pEiRIpKBZkZGBg4ODhw7dgw7Ozup/TvHCiI2NpaKFSvSqlUr84KBbzAYDJK56uPHjyldujQjR45k0KBB+Pr6vpeIYX5kZmaa3K8bN25I35d3dQrmUK9ePaNuQIDBgwdLx/Dz8/ugOq7/ZSxBjgULFv5PMRgMeHt7G7VJX7x4kZkzZ9KyZUtKlSpFaGgo/v7+hIaGSgrCK1asoEWLFhQoUIAffvhB2rdly5aEh4fj4OBA27ZtmT17Nq6urlLNQvfu3UlJSSEsLIzw8HD279/P/v37sbOzw8bGBo1GQ9WqVXFzcyM5OZmNGzcSHh5OmTJlWF+vHhlWVkaDcJadHV1dXSlcuDCenp58+eWXFChQgCdPnkjvr3fv3jg7OzN16lQyMzNJSkpi27ZtZGVlMW7cOHQ6HaGhoaSnp1O0aFGKFStmtnj2woULuLm5SYHdh6RJXrx4QdeuXVGpVPj4+Ei6O/v37ycqKuqdA+yVK1fo1KkTWq2WhQsXSpoyZcuWNbE2eDuIy83Dhw+Jj4+XBuSff/75g98LwO+//467uzsbNmygZ8+eFC5cmIyMDKm1fdOmTezbt49Vq1YxZcoU+vbtS5kyZfD19c33fTZq1Ahra2up9ifnc1i2bBnu7u6cOnUq3/3fRq/Xs2PHDho1aoRCoeCzzz4jKyuL7777jkqVKmFvby8FZu9z7OvXr2Nvb2+iB5RbnDHntXXrVpYuXUrfvn2pX78+KSkpVK5cmYYNGzJw4EBWrVr1zhTovx1LkGPBgoX/Uy5cuICXlxeZmZmsWLGC+Ph4tFotzZs3Z+bMmezevZuzZ8/y22+/UbZsWYoUKcKYMWOoWrUqzs7OxMfHo9FoaNy4MadOnSI2NpYDBw5w8OBBChUqhKOjo5GAXGZmJtWrV8fe3p60tDQCAgKQy+XIZDKWLVsmzUA8fvyYhg0b4uHhgUqlyk7b5DHb8MDRkfbt2yOEwNPTk/PnzwPZHV7BwcHY2NhQpEgR7O3tiYqKombNmixfvpw6deqQmJhI7969ad26NRUqVCAsLCzfdEPPnj3p0aNH9i8fWPD68OFD7Ozs0Gg0WFlZ0aFDB6ZNm0Z4eDhKpdJIGdlgMHDlyhUWLVpEjRo1cHZ2pkKFCtSoUYOgoCBsbGxwcnKS2tOdnJwk7Z3y5cuzcuXKfD93g8GAj48Pn3zyyR8LPzDlc+jQIbRaLc7OzqxZs0Yyz8zLT2r+/Pn5tqBDdsecTCajTJkypKenG61bunQpfn5+79V2f/PmTUaOHIm7uzuurq4kJiZSsGBBhBBSTVnBggWZMmUKrVq1Qi6XS52D+ZETwJjrQDQYDNJ6V1dXZDIZhQsXZsSIESxfvpxNmzbx3XffsXTpUoYOHUq1atVwdnYmKSmJlStX/mnBxn8yliDHggUL/6ds3LiREiVKEBMTQ3x8POvXrzdbmzNjxgyKFCli1H31bNYsnqjV6IXgho0N7d+I6Y0YMYIDBw7QrVs3goODpT/eT58+5fDhw4wePRqZTIYQAltbW0JCQvgyIcFkgM3MzESr1eLu7k7BggUxmAsoRLbVQ07KZ82aNaxYsYJKlSrh5uaGs7Oz5DCe40vl7+8vdTydOnWKWbNmERoaioeHB+np6WRlZeU54OS4eb948eKDW5efPXuGj4+PVHMzYsQIihcvjkwmw8bGhgIFClC8eHEiIyNxdHREp9NRsWJFihcvjrOzM02aNGHx4sWSq3oOV69epWjRosTExNC0aVMcHR3x8PBgy5YtecoBQHYdTV6WHO/LsGHDkMvltGjRAplMhk6ny3PbUaNGIZfLiYuLo3r16nTq1IlJkyaxZcsW7ty5w6+//kpwcDByuZyFCxeaPUbfvn2pVq2a2feVmZnJxo0bpRmaAgUKUK5cOTQaDSEhIaSkpODl5UXTpk2ZMGECQ4YMoW7dupJRrIuLi0kR+NuMHDmS8uXLmyw3GAysXr1aKrzesGEDJ06cICYmhubNm+dZU5SRkcGqVauIj48nPDxcqln7X8ES5FiwYOH/jJzuEqVSyapVq/IcEHPSEIcOHfpjoZn0RroQtLKzo2vXrhQqVEh6atZqtTg4OEiy/M2bN8fKygp/f3+sra1paWODwUyqZGuLFnh5eZGVlcXWrVu5+/Y2b15X5XIp5WBvb09KSgqLFi0iPj7exP7h+vXreHl58dFHH1G7dm2USiXly5dHqVSiVCpRqVTI5XLkcjkqlYro6GiaNGnC3LlzJT2UihUrZmv1/InW5VatWlG2bFmKFy8utWWXLl2aiIgIBg0axKFDh/jll1+4dOkSH330Ee7u7kycOPGdthKZmZmMHz8eNzc3Sb05NDSUKlWq5Fn4m5CQYKL8mx96vZ4TJ07w5Zdf0q1bN+rXr49CoSAqKkoK3Fq3bp1nl9Ht27dZvnw548aNo2vXrtSsWZPY2Fh0Oh1yuVz6/BwdHbG2tqZ48eKkpqZKtT/whxlobp+ps2fP0rdvX9RqNTqdjlq1apGUlIS3tzefffYZly5dyvM9derUSWp5Dw4OxtXVleTk5DxTV2fOnMHR0dHI4uTx48fUr1+fqKgodu/ebaLt1LJlSyIiIvKVITAYDGzYsIGAgAA6dOiQb13WvwlLkGPBgoX/E169ekX9+vUJDAzko48+ynfbJUuWIIQw/sObxwB/WQhmzpxJWloaZcuW5enTp9y+fZunT5+i1+u5e/cuoaGhhISEMHr0aKytrbn2Vp1NzuuKTMZXX331xzmXLjUJhp4LweS4OOrXry91Zj158oR9+/YRERFhdkYmMDCQDRs20KhRI5RKJVZWVshkMgoWLMiTJ0+yXdANBp48ecKxY8eYPXs29erVw8nJiQYNGtCrVy86dOjwp1qX4+Li6NKlCzExMfz000/MnTuXpKQkhBBSQPbLL79QoEAB2rRpw6NHjz7kY+XSpUtUrVoVlUpF3759GTlyJDqdzkhtOYd69eq9l2zA9evX6d+/P76+vgQHB9OqVSvGjx9Pp06dUCqVjBkzBiEEdnZ2KBQKrKysKFmyJOvXr88z9ff48WM2bNhAs2bNUKvVtG3bllOnTnH69Gm2bdtGYmIihQsXpl27diiVSqNC3+3btxMQEED//v3x9/dHpVJRsmRJvv76a8aNG4dGo2HSpEnvtLP47rvv8PHxkWYnV6xYIXl9abVaRo0aZbY2KzU1VTKTvXHjBtHR0bRv3z7PwMRgMDBp0iQ8PDz4/vvv872mx48fk5aWRkJCAg8fPsx3238DliDHggUL/3X0ej2NGjWiRo0ajB8/3qwf0fr16xFC0LBhQ/z9/U0HyXxcwr29vbG1teXkyZNGu2RmZlKmTBnJTLJkyZLY2NhgyOdYMTExLF++nFWrVjFmzBimxsdzVS5H/yagejx9OhcvXkSj0eDk5ESrVq2oVq0a8+bNo3nz5ibv68KFCzSVy7kql2MQAr2vLw+mTpVSFvl1/zx58kSaLXFzc8uuofnAOpavvvpKqtvo3Lkz7u7u0u8lS5bkwIED6HQ6Fi9enO9x8sNgMEht9FWrVmXTpk14eHgY6fMAdOnShXHjxuV5nKdPn9KrVy/UajXdu3c3+jzv3LmDWq1m0aJFdO7cGSEE06dPl9I2OcKL1tbWhIeHk5SURJUqVShTpowUmCQlJTF58mSzqZznz58TExPD559/zoYNG6Sg7dixY/Tu3RuZTEZwcDCzZs0iMzOTly9fUr9+fUqWLPlewo0nTpxAq9VKlh+Q/f0sWLAgS5Ys4dq1ayQkJFC7dm2TNv4lS5aQlJQkBeyjRo3KNy2Yw86dO/Hw8ODzzz/Pd3u9Xk+3bt2Ii4v714sM/kdBjhDCVwixSwhxVghxWgjR/c3ycUKIc0KIk0KIdUIIl1z7DBBCnBdC/CqESMm1vKgQ4pc3674QQsjeLLcTQqx8s/ywECIg1z4thBC/v3m1eNf1WoIcCxb+GYwcOZJSpUrx4sWLPEXQmjZtKg2+NjY2pgfJYybnikxGoUKFsLOzM05vkV2/kZycjF6vZ/Xq1cjlcgoXLpznsW7b20stxX5+fnTr1o158+Zx/vx5Ll++jLe3N69fv6ZEiRKMHTsWW1tbFi1ahLe3Nx07diQ+Pt5oJuHnn3+mg5MT6W8HVUolIyIi6N69O0qlUnpKz4tLly5hY2NDYGAgx44d++D7X7p0aZycnChTpgw6nY7vv/8eg8HAqVOn8px1+TNUr16dIkWKoNFo6NevHx4eHmzYsAHIDoTKli1rEvjkcPDgQQICAmjZsqVJEPLo0SN8fX1p0KABr169QqVSkSNcmJsHDx7Qrl07tFotY8eO5dtvv2XXrl38/vvv76Ulc/36dQIDAxkzZgz79u3D3d0dlUpFbGwsgwcPpk6dOkB2CqtatWqkpqa+V5rnp59+wtPT03iW8A3Hjh1Do9Fw9OhRXr16RYMGDUhOTjZKwe3YsQMfHx8SEhIYMGDAO8+Xm2vXrhEXF0daWppJYXVuDAYDrVq1ok6dOu8VQP1T+U+DHE8hRJE3PzsKIX4TQkQKISoJIazfLB8jhBjz5udIIcSJN4FLoBDighDC6s26I0KIeCGETAixWQhR5c3yTkKImW9+biiEWPnmZ1chxMU3/6rf/KzO73otQY4FC//3/Pjjj7i7u0tt0IcOHcoONN4i9wxDTpGsEWZSNQalklZvUhZz584lKChIegrOab++du0akN2lJJPJaN26tdljvbK2lmZFjhw5QlxcHGq1mmHDhqHX6zl69CixsbG0aNGCqlWrMnnyZKkuRKVSYW1tLQnnhYeHM2XKFLRaLTdtbc0GVE9dXalXrx4bN25EqVQaWSW8jcFgQC6Xs2zZMjQaDTt37vzgz6FQoUJUrlwZnU7HgAED6N69O25ubrRp04YjR45IQUCOs3qdOnVISEggKSmJrl27cvHixXee4+bNm3h4eDBv3jxCQkLo3LkzWq2WSZMmSZ+ruSLzlStXotVqWbduncm6Q4cOodFoqF27Nq9fv2bBggVYWVnlK0C4bds2PDw83is19jbXr18nOjqa5s2bS/Uwy5cv5/79+zg6OvL69Ws6duxIlSpV3ilmaTAYWLRoERqNhq+//jrP7dauXYunp6cUjNWuXVsq0G7YsCFCCJo0aUKlSpXy9enKi5cvX9K0aVPi4uLyFTnM0SPKMbT9N/KXpquEEN8IIZLfWpYqhFjGH7M4A3Kt2/omsPEUQpzLtbyREGJW7m3e/GwthLj/JhCStnmzbpYQolF+12cJcixY+L/FYDBQokQJFixYIC178eIFKpVKUm+9ceMGW7ZskYqNhRCsW7cOX19fvL29jVuTzaRqFAoF9evXB7JViocOHQpA69at+fTTT4HsbiClUom3tzfVq1c3OpZBJuOKTEb6nDkm1/7NN9/g5+eHl5cXI0aMQKfT4erqipOTE46Ojjg7O9O+fXvKlStHWloaaWlpkiaMTCbD0dERfR4dWgaZDFdXVy5dusTu3btxcHDI9yndzs6OFy9esHPnTjQajYnPljlu3LjB8OHDiYiIwNbWFnt7exITExk5ciTx8fFSd1R0dDROTk4EBQVJLeJeXl4MGzaM/v37U7FiRezt7SldurSkB5QX8+fPx9XVFVdXV3766ScmT55MsWLFpM82t2EoZDvAe3p6mm0DnzBhAiqVSkrPXLp0CScnJ+Lj41Gr1Tx58iTPQOO3337D39//TwU6z58/p1WrVvj7+9OpUydcXFx49uwZ0dHRjBkzxkgXKS/OnDlD1apViYyMNEmjmmP27NkEBQVx8+ZNnj9/Tnh4OEuXLkUIQXR0tFHA/mfISSn6+/vn+93J8Yv7t4oL/mVBjhAiQAhxVQjh9NbyjUKIpm9+npbz85vf5wkh6gohigkhtudaXkYI8e2bn08JIXxyrbsghNAIIXoLIQbnWj5ECNHbzHW1F0L8JIT4yc/P7+++nxYsWMiHTZs2ER0dbfL0WaFCBdasWQNkBya5Z3ByDDRfv37NF198gaOjI/7+/nTu3JnmzZtToUIFSpYsSWJiolSHkZyczKNHj6TZm0uXLuHs7Cx1JzVs2JBSpUrh5OSEWq2WBgu9Xo+XlxfTp0/P8z28fv2aTz/9VLq+oUOH0rFjR1xdXZk8eTLt27dn4MCBXLlyBRcXFw4dOoRMJqNjx47UqlUrz5kc/P0ZNGgQTZs2BeDLL7/E2tqatm3bsn//fqN79vr1a+RyuZRGWLt2LX5+fnmam+aoQavVajp27MjBgwdp3749NjY2pKenS2mqnPtz7tw5yScqKCgIZ2dnUlNTjY5548YNqlSpgkajMRGmy03OfVIqlezevZusrCyKFi3KihUrOHbsmJGVwY8//pjn8Xr06IGjoyPbt28HsmtafHx8KFGiBCNGjJDOY6IInYtff/0Vd3d3du3a9adsGHbu3EnRokWxtramWLFiVKlSBRcXFyMxytw8f/6cdevWUatWLSll9iH+UkOHDqVEiRJkZWXx008/4eHhwSeffIK3t7cUvP+nrFmzBo1GY9IFmJuPPvqIgQMH/iXn+2/zlwQ5QggHIcRRIUSdt5YPEtk1OTn1NdPNBDlpQojiZoKcjW9+Pm0myHETQvQxE+T0yu86LTM5Fiz831K1alWz+iPz5s2jRo0a3L9/3yjAqVmzprTN5cuX6dGjB1qtFp1Oh5WVFSEhIaxYsYIffviB7du3S8JmOUJ1qamplCtXjvr161O/fn2uXLnCwoULsbOzo1evXiQkJDBo0CBSU1MxGAx8+umn+Pn55VuvMW/ePNzc3HBwcMDGxoZ58+ah0+lwcnJi7ty5uLm58fDhQ6lmR4hsobzhw4fj5eVFxrx5GBQK4wDnTUfUs2fP8PX1ZdGiRTg7O1OnTh0qVKiAs7MzCoWCgIAAypcvT9euXSWz0Ry6d+9OkyZNTK43p+i3U6dOkohdRkYGwcHBCCHIzMykSZMmjB49Gsiul3JwcKBHjx68evUKvV6PRqPB1dWVdu3aGdVxGAwGhgwZgqOjIzt27DB7v44dO4YQgo4dO+Lu7s7IkSPZuHEj0dHRzJkzRxLnS09PJzg42KyI4JgxY3BycuLEiRPo9XpmzpyJRqOR9Ig2bdrE0aNHadGiBXXr1s3zs4NsC43OLi4mn0GWvT03x49/Z6GtwWBAo9Egl8uxsrLC1taW2rVr061bNwYOHEivXr1o1qwZxYsXR6VSUa5cOWbPnv2nCngNBgPly5enZ8+e6PV62rRpQ8uWLRFCvNtL6wM4ffo0BQoUoHv37ma/+zkPC+/qFvsn8h8HOUIImzcppY/fWt5CCHFQCKHMtcySrrJg4f9T7t+/j7Ozs1m9lefPn6PT6ShbtqykVyJEtiz9kydP6NGjB66urvTp04fff/8dyJaxb9CgASqVisaNGzNy5Eip+DQlJYUpU6YwduxYnJycJLE7T09PVCoVWq0WpVKJm5sbCoUClUpF9erVcXZ2Zv369Wav32Aw0KdPH8LCwmjfvj2NGzfG19cXIQQJCQnExcXh5+fH4cOHmTZtGuJNwbQQgr59+yLetDg3aNCAVwsWSKmxq3I5h7p1k86zY8cOrK2tKVCggFRPZDAYuHr1KmvWrKFPnz6EhIQgl8txcnIiNDSU2rVrc+zYMXx9fdm/f7+0z5gxY/Dx8WHPnj1G76N9+/akpqbi4ODAnDlzcHJyYuPGjRQoUACdTse2bduM3ruzszO7d++mUaNGFClSxGSAnT59Og4ODiZCdllZWdSpU4eQkBB27NjB1atXSUlJISIiAh8fH8aPH48QgsuXLzNkyBDq1atnct+PHz+OUqlk165dbNu2jZIlS1KiRAlJYDEhIUEyY50zZw6hoaFmP78czp8/n+ds2nVra+zt7QkMDKRFixasW7fO7MCuVCqpXbs24k333+rVq5k4cSIjRoxg7NixzJs3j3379v0lnUl3796lYMGCzJo1i99//x07OzvkcrnRdZ06depP1ebk5uHDh1SqVInk5GRpRi835cqVy7eO6J/KfxTkvAk2FgshJr+1vLIQ4owQQvvW8ihhXHh8UfxRePyjEKKk+KPwuOqb5Z2FceHxqjc/uwohLonsomP1m59d87teS5BjwcL/HWvWrKFq1ap5ru/QoYNUqJvzGjNmDIGBgbRu3TpPKf2jR49SokQJ7OzssLKyolq1akyZMgWlUolaraZx48YIIXBxcaFDhw44Ozszb948ihUrhsFg4OnTp8ydOxcrKyvkcjn16tWTBtDcKY2HTk4MDgzkyJEjuLm5cfXqVYoUKYKvr6+kbHzq1CkaNWpETEyMZB0h3tTjlC1blmPHjhEfH4+Li4tUWHzs2DE8PDz45ptvGDBgAO3ataNXr14IIZg0aZLZ99y5c2dGjx7N2bNnWbhwIY0aNZLECK2trYmKiiImJgYfHx8pKITsAGfo0KEUKlSIx48fU6FCBZycnFCpVKhUKgYPHmx2YC5cuDATJkyQZrtCQ0OlzyMrK4sTJ07QtGlTFAoFH330EdWrV6dSpUpUr16dkiVLGh3TYDCwceNGfHx8JHXeMWPGoFarjUQDDQYDXbt2xcvLi1KlShEeHk5kZCRLliwxGtCTk5PZsmULkD3bZ2dnZ7Yb6NChQ1SpUgWtVpuncjUyGVlZWZw5c4Zp06aRmJiIu7s7o0aNkt5Deno6VlZWrF+/HrlcTnJystnP6K9kzpw5qNVq+vXrh4ODAz4+PkB2ejUtLQ0rK6t3zmC9D5mZmfTu3ZuAgACOHj1qtG7ixInZ2kz/Mv7TICfhzR+jk0KIn9+8qorsdu9ruZbNzLXPoDcpp1/Fmw6qN8uLiez6mwsiu3YnJ8VlL4RY/eaYR4QQQbn2af1m+XkhRKt3Xa8lyLFg4f+Ovn375us0nruuIuel0Wg43L37O2snGjVqRIkSJSTdECGyvXuaNWvG06dPJZl+GxsbChUqhLu7O4cPH5b2v3XrFvb29qjVaho0aJCdCqlRw0T4z6BQMDQ0lAkTJnD+/HkcHBzQarUEBwczcuRIPv30U8qVK0d6errR+yhcuLDRrMz69eslU84TJ05w5MgR1Go19vb2hIeHY21tjYODA8HBwUbGpZA9EHl4eJgsf/r0Ka6urtjb21OnTh0cHBzw8vLC1tYWLy8vSpYsiU6nQ6FQ0KVLF6pWrYpCocDNzY3GjRvnWzjboEEDWrRoIf3ev39/wsLCSEtLw9nZmdDQUFJTUwkNDZUctdVqNW5ubjg5OVG3bl3Wr19v1OJ96NAhChQoQIUKFbC2tkYmk+Hu7k5ISIhU7CyEQC6X07lzZ3744QezwUuTJk2MCtlVKpVRsPTkyRNat26Nt7c3s2bNyp4B+QCl6FOnTlG/fn38/PzYvHkz58+fx8nJiQ4dOhAaGoqtra2R+vDfgV6vZ968edJDgK2tLTNmzMDf35+oqCi+++47lEpl/pYQH1CDtGrVKjQaDcuWLZOWHTlyhIIFC/51b+q/xH8U5PzbXpYgx4KF/ztSU1PzNG387bffEELg6OgoDW6urq5cGD78nYq+N27ckIpak5OTSUxMZPv27RQsWBCZTEaNGjVQqVQ0bdpUqp2Ji4szGjDLlStH3bp1pdqExo0bc9ve3uxAeMvOTkqJ1apVC7lcjru7O3v37kWn03Hjxg0AGjduLKXerl69avKenz9/Tu/evVEqlaSlpeHu7o6bmxsvXrxg/vz5HDlyhDlz5qDRaJg9e7Y0e7F69Wri4+NNjletWjUcHR2lFN4vv/wCZGvKzJkzR7qvXbt2JSoqimbNmnHs2DGio6PfqbUzdOhQSpcuLQnthYaG0kah4La9fbaQ4ptB88WLF5InV04x9507d5gzZw4lSpQgJCSEr776CoPBwOvXr7GzsyMjIwM/Pz9iY2OlGqacGSlnZ2eCg4PzTcUMHz6cvn37Sr/7+PhIMztnzpyhQIECtG/fXureA2DpUvRvf77vUIrevn07Pj4+NGnSBFdXV3Q6HQ4ODtja2qJQKNDpdAQHB1OhQgW6d+/OunXr/nIhvevXr2Nrayvdo7Zt20qFzMOGDcPX19f8vfoTyti//PILAQEB9OzZU1IMVygU/zrNHEuQY8GChf8KiYmJZotTczsn534tX778vZ64y5YtS+3atSlUqBCdO3c2mi2YOnWqZMSZM6NSp04dChYsyLRp04DsdJdCoZBUap8+fUqbNm3ybfXOEfzT6XSoVCoSExMJCwvjq6++4vDhw1SpUgWVSkV4eDg2Njb5FomeOXOGYsWKIZPJqFSpkokC8IkTJyhZsiTFihVj7dq1FCpUyKRu6OLFi9jZ2WFra0tERARhYWHS8s6dO6NWq7GysjLbfaVUKo0DADMsXbqUoKAgqlatSnR0NCf798+zeHrXrl0olUqqVKki7f/jjz9iMBjYuXMnhQoVIiUlhVu3bhEUFMTevXtxdXUlKyuLY8eO8eWXX6LRaGjTpg1Dhw7Fx8eHsmXL5nlt33//PaVKlZJ+L1KkCKNHj+ann37C3d09T6NNli7lmpWVUZCWHw8fPqRfv37STFVOjdU333yDvb09y5Yt49dff2Xr1q2MHj2aihUr4uzsTNu2bY1n3f5EV1fFihVxcnKSarxyf6ezsrLYtWsXnTp1QghhPm31JzzOAO7du0ejRo3w9/fn7NmzKJXKd3qY/dOwBDkWLFj4r1CqVCn27dtnsnzHjh0mAU5ycjI6nS5Pu4Ucl+0jR46gUCgoWrQoH3/8sdmnzNWrV0sDg729PQsWLOD3339Ho9Fw+vRpoqKi6N27t8l+Lz08zJ47443qrUajoUqVKrRr1w4HBwf8/PwoWrQofn5+fPHFF3h4eFCjRg2ptia/2QiDwUB6ejpnzpzhI0dH9L6+RoOgXq9n1apV+Pn5YWtrS5cuXZg0aRKDBg2icePGKJVKXFxcsLa2xsrKCisrKwICAnB0dKRLly6EhoZSuXJlk/O+fv0aKyurdz6dL1myBLlczoABA7J1aN4xaJYvXx4hBLNnz5Y+05zZrMzMTIYMGYK3tzcRERF8/vnn1KhRA8g2uhRCSAEoZCv02tvbSzNkRixdit7XF70QZPn4wNKlUh2Xh4fHOwtlmzVrxuzZs/PdRq/XM336dDQaDS1btuTQoUM4Ozsjk8lISUkBsoNplUpF+/btjSwYbt++zdChQ9FoNHTt2jVbe+kDZ1QAdDodQgj27NlDVFQUHh4eLFiwACEE/fv3N/n/89133xkf4APd6t9m4cKF0syVuaLkfzKWIMeCBQv/FXJafXPz6tUrmjRpYvQHOjw8HIPBwI4dO/I0zswZTCMiIqTZGXNBhMFgYPHixQiRrdNSokQJhMgWtuvZsyfR0dE4Ojpme0C9zdKlvHzr/OlC0OhNKsXDw0NqIZbL5SiVStasWUNWVhbPnz9HoVBw//59FAoFcrn8/dy2ly4l4+33/GYQPHnyJG5ubpJNgUKhkAp3cz/dW1tbI5fLJUsFhUKBq6urpDCdm/cJco4fP45GozG21njHoHnq1CmTgTd3DRRkB5/W1tbUrVuXvn37cvLkSby9vfH09DSZWUpJSaFNmzYm98pcwPBi7lwpIHsXo0aNMhvg5nD//n0qV65MiRIljAT8ChQoIKX+crh48SK+vr50797d7HFatWrFdWvrfL/PefHNN98ghGDVqlUEBgYSFBTE+fPnpXvbpk0b+vbty8WLF2nTpo0UNEr8yZmc3Hz//fcIIZg3b9577/NPwBLkWLBg4b9CmzZtjJycIftJV61WGw2G1m/aeD08PBgcGMgLMz5PLF3KV199hUqlwsvLy8Qp+9WrV6xdu5YSJUpQqFAh7O3tGTNmDI0aNUIIQdGiRbG3t0cul9OpUyez1/v8+XPaKBQ812jQC8EVuZxmb7R5Dh8+jJeXF0uWLOGjjz6iS5cu9O/fn/j4eNLT07lx4waenp7s3buXQoUK4eDgYNaiwIQ8BqNMb2/c3NxQq9Wkpqayb98+DAYDr169wtXVldmzZ3Pt2jWcnJywtbXF29ubq1evSi3HzZs3x9XVlU8//dTEW8ne3j7P2pHr16/j5eXFxIkTEeIPYcb3GTRz7AdyXlLH2hsyMzPR6XTY29vTpk0b3N3dWZrHjEb//v2pUKHCe92rR87OuLi40L9//zxv8+vXr9m6dStNmjQhKSmJO3fumGxz9epVwsPD+fjjj01UlF1cXJDJZGi1WqMU4Ny5cwkJCcnzvPl1deXHd999hxCC8+fPY29vj5eXF9evX5cCDyEEnp6eGAwGvv32WxMNpT9Tk/M29+7dk4Q4Bw8e/B+3rP+3sAQ5FixY+K8wceJEOnbsCGRLxTdp0gQnJyeqVq2KEAJfX1/8/PxwdHSkTJkybNu2jd27d7OhYUNu2tpKrt+fhoQwbNgw1Go1Hh4eTJgwgRMnTvD9998zbdo0GjVqhEajISEhgdWrV5OVlYVKpWLIkCGULl2aypUr06pVK5ycnCTNkW7dunHp0iWeP3/Os2fPuHbtGmPHjsXb2xsbGxscHBxISUlBLpdz/vx5unTpQosWLdi7dy9eXl7cvXsXvV5Py5YtSUhIkGYlhg8fjouLC+3atXu/m5SPG7qnpycHDx402rxBgwZERERgMBiYP38+9evXx9nZGQ8PDy5fvkyDBg2k4ODq1avUrl2b2NjYP4IVsmfDcoqUc6PX60lMTGTEiBE0aNAAIQSnTp3KXvkeg6Zer8fPz08ahMuVK8fevXu5f/++5FAuRLZjvFwuZ+3atXnels6dO1OpUqX3vldffPFFdroz1wyVwWDghx9+oG3btjg4OODu7o6fnx9KpRI7Ozt8fX1p3bo1y5cv5+jRo4SFhTF27FiTa3m7hiwhIUFa9+jRI+zs7PKuwfqTMyqnT5/GxsaG69evSynLnLTYtm3bpDqhqVOn8uLFCxQKRbaqc27+RC1Qbnbt2kXJkiW5ceMGhQoVkmrgmjVrRoMGDWjdujVDhw5l1apV3Lp164OO/XdiCXIsWLDwX+Gnn34iJCSE9u3b4+7uTq1atYxqNipUqMDKlSt59uwZaWlpKJVKmjZtKqWSrl+/Ts+ePXF0dMTHx0fyXgoJCSE6Oppy5crRrl075s2bZ9RCfOHCBVxcXChYsCDOzs6SYu/Tp0+ZP38+1tbW2NjYIJfLsbW1RalU4uHhgbe3N7a2tnTt2pXr169LA2GLFi0IDg7m1q1bREVFSXYUkD2wL61alWtWVuiF4KpcTktb2/fvssljELz1pgvpbXIE6fbu3Uvr1q2ZPn06BQoUwMrKiurVq2NnZ2fkb2QwGJg2bRru7u6SQ3uDBg2MWrBzmDNnDiVLliQrK4vPP/+c4sWLG2/wDq8vyG7fTkhIwMrKStITyj1jl/Ozl5cXM2bMMHtLchSXTepr8rhXd5VK9Ho9arWa/fv3c+7cOQYOHIiHhwcuLi5UrFhRCgDmzp1Ly5YtefXqFUuXLqV27doEBgYil8uxsbGhTJkyTJo0yajYdtKkScTGxhIYGEiFChWwtbU18nXKMWM1ywfMqFy4cIEWLVrg7u6OUqnE3d0djUZDpUqVcHNzIyMjgyVLlkit/ykpKQghmDFjBuPGjcPd3f29nNbflw4dOuDu7i7pScnlcpydnRk9ejTLly9n1qxZDBo0iBo1auDi4kKJEiWYMWOGUY3S/wWWIMeCBQv/FY4cOYKVlRX16tXj8uXLRk/DNWvWNDLphOyuJyGEiVHj77//LunIvK278/DhQw4ePMjXX3/NkiVLWLNmDe3bt6dhw4bI5XLat29vcl3JycmsX7+e0aNHo1arKVKkCHv27EGr1VKtWjUgO9VWsGBBRo8ejY2NDRcvXuTzzz+nSpUqxvUsZgaxdCHo4+39Xgaa5vZ/aWWFIY+n7oyMDGxtbdm7dy+lSpViz549jBgxQnJDz+tv3oYNG9BqtZw8eZLvW7XirlJp9ISfkZGBp6cnP/30E5BdPxMUFJTnZcfGxnLkyJE81x84cAAXFxcmTJjA8ePHiYqKIigoiHLlyjF27FipvT+3ZUQOP/zwA2q1+r3uVboQdFaruXnzJpUrV8bKygqlUknx4sVNRAQhu+367dqdiRMnkpCQwMGDB+nfvz/BwcE4ODgwZMgQvv76a7RaLRcuXKBVq1ZUr14djUbDF198Ie0/cuRIwsPD87wXUnAoBHcUijxnVFatWoWTkxNff/21dN1hYWGEh4fj5OREYmKiFJCfOXMGg8FAREQEQghpFi0qKirv63hPrl69SqVKlRAi255k5MiRnDx5kocPHzJjxgy0Wi3ff/+90T6ZmZls3ryZmjVr4u7ubiSB8N/GEuRYsGDhb2fbtm1oNBrS0tKklNXWrVvJaXk9ePAgRYoUMdqnYsWKRt5VOTRr1oyiRYtiZ2eHh4cHh7t356GTU3bdjEzGoMBAatWqRaNGjahVqxZ2dnbY2dkhk8kIDQ01EZXLcdaG7Fqeli1bIpfLcXFx4bvvvmPXrl34+Phw584d/Pz8UCgUUhHw+fPnjS8uj9mF69bW2Nra0rp1a/NFzmTL9y9dupQxBQtyRSZDLwT3HRzyDHAAWrZsScmSJQEICAjg/Pnz7Nixg+LFi2Nvb59v2mD58uV0dXMzqxezo00bI3Xq48eP4+bmZvY4L168oGzZsgwZMoRFixYxbdo0Ro8ezcCBA+ncuTPVqlWTtHMUCoU0s1SkSBG+//57NmzYQHJyMrVr1+bLL780OX7nzp0pX768+TeRKwXzQqdjcGAgn332GREREaxcuZKYmBicnJxYunQpN27cMCmwrl+/vpEx5e3bt3FzczMRWtyyZQsBAQEIIahYsSL9+vWjcuXKODs7m7S4v3r1CkdHx3yDvpztwsLC+Pbbb82uv3r1Kso3s1I5jBo1ipwic7VazZ49e6SC8wcPHjBmzBiEyFaQ3rp1K/b29kYB2IeybNkyXF1dsba2xsnJyezM0O7du9HpdMwxM5MHSCrf5cqVM98h9zdjCXIsWLDwt3LgwAE0Gg179+7lzp07knx/VlYWQgj69evHokWLaNy4sbTPlStXEEKYtJzfunULlUrF3LlzCQsLo6+PD8/fDipyTf8vWLBAslHIMZL08fEhLi5O8mdauXIlderUkc6xb98+vL29KV26NFu2bCEkJIRvvvmGFStWEB8fT0pKCvHx8Xz66aembzaPOhGDEJQoUUKa5i9cuDCNGjWiQYMGVKpUSXL6rl69OkuWLCE5ORlvb+93OlYHBwdLxbo6nY6bN28yYMAAWrVqhVarfedn88DR0ez13nqj/5LD06dPsba2ZtiwYYwcOZImTZpQtGhRXF1dsbKywsbGBo1GQ0REBAULFqRgwYJER0dTqFAhEhIS6NSpE19//TUxMTH07t2bffv2ERQURFZWFvfv38fJyYkNGzZQokQJk2tUq9Vs3Lgx3/eh1+tp0qQJsbGxBAUFYWNjg42NDcWKFcPDwwMhBDqdDldXV1JTU1myZAnPnj3Dw8ODixcvSsfp16+fSSG6wWBg7ty5aLVaBg8eLKVWq1Spgo2NDWPHjkWlUhmlZapWrWr0fc6LtWvXUrx4cbPdbQaDAXt7ezZt2sTYsWOpVauWZKqak1oNCwujWrVqeHp6kpaWxsuXL3F1dUUIwS+//MK8efOk7Vq1avXO68l97gEDBlCgQAGCgoIkWYS8+PXXXylQoAB9+/Y1O2OTlZXFsGHD8Pb2NupS+29gCXIsWLDwt3H79m28vLyMnlaHDh1KamoqCxcuJDg4mJcvXzJx4kR69OghbZORkUF8fDxKpdLIT6lcuXKkpqaSlJSEvb09T11dzQ7S+Pvz8OFDPD09ad26tWTauGrVKnrodDxzc0P/pn7jp48/JjExEcieZi9evDiLFy+matWq1K1bl9q1a/Prr7+i0+n44YcfqF+/Pmq12nytwTsKSzMyMhgyZAgqlYqwsDAmTpzId999x6+//io9Jee0nffs2TPfe/vq1SsUCoVUf+Tn58fFixcJCgpi27Zt2Nvbm03/5CYvHSK9ECYBVvXq1cmxFGjcuDFjx45l//79vHr1imrVqtG3b19SU1Mlm4eaNWvStm1bOnfuTMuWLSVxPLlcjpeXl1H3U3x8PBs2bMDZ2dmkaNfJySnPWRG9Xs/SpUulFE6zZs345Zdf0Ov1fP3115LNRU5L9fXr11m0aBFVqlTB2dkZjUaTXUuUyyz19sSJ0vEvXbpErVq1iIqK4vTp06SnpyOXy6WBvG/fvnTu3JnIyEh+/vlnab9Tp05hb2+fr1VGzvUHBwebvL/MzEwWLVok1St16tSJr776iubNm/PRRx9x/fp1tFotq1atYtWqVTRr1kyaqVy0aBEDBw7k+vXrPH/+nBz1cJOOq3zo06cPxYoVY/v27djZ2REYGGi2Jiw39+/fp2zZslSuXDlPn7kVK1bg7u5u0mn3d2IJcixYsPC3UatWLZOah4yMDCIiIrC1tZUcs0eNGkW/fv1M9t+3bx+hoaGo1WqGDh2Kvb09BQsWJDQ0lIEDB+Y9cyKTUbt2bcmfSXLhXrqUl29plaQLQX8/PwwGAx06dCAlJQW9Xk+tWrVwdHTk5MmTBAcHM3fuXJ49e4aNjQ0xMTFm3+/L+fN5IZcbHT/Tzs6k7iI9PZ3q1aujVCoZMmSI0QAyZMgQgoKC8mynzmHOnDn45+rKKVq0KOPGjSM2NhaDwUBkZCRjxozJ9xh5BWW37e3Nbn78+HFUKpV0vXq9nvnz52Nra0vBggWZN2+e2XbsnG0nT56MlZUVOp2OgIAAypYty4EDB5gxYwa1a9emWrVqRoXcAHFxcWY9z86fP0/p0qWlwTgmJsbEnqJAgQJoNBq0Wi1Dhw7l0qVL0rq0tDT6+/mR/tZ3yKBU8vvQobRq1Qq1Ws3IkSONPh9bW1sp5Xj37l20Wi2JiYkmEgHBwcHvvv/Ap59+ahTQ7t+/n5iYGMqUKWPUmffrr7/i5uYmpXwWL15MRESE9ABQrVo1ypQpQ2JiIpGRkdJ3fuTIkSgUCrOpQHPMmjWL8PBwHjx4QOnSpVEqlSau9Hnx+vVrBgwYgLe3t+QM/zaLFy/G39/frPr234ElyLFgwcLfwtatWylQoEC2IeJbFClSBCGEVLA4ZcoUunTpkuex5s+fj6OjIy4uLgwdOpROnTplT5/nMUg/dHKSpvZLly79x4Hy2P6yEAwZMgQPDw+eP3/Oixcv0Gq1VKhQgcKFCzN48GAgu35HoVBgbW1NkSJFjFqxnzx5QlJSEl+WLo3Bzw9kMp5rNPTz9eXbb79l0qRJ0pN/7969GTNmDGPHjsXX1xcfHx927drF69ev0Wq1FChQgB9//JFDhw6xcuXKP1q3cxEVFcXw4cOl33Pk93P8wcaMGZN/ASzA0qUmJqQvraxYUqUKly5dYseOHaxbt47169ezc+dOLl++TKFChRgwYACXLl2iVKlSxMXF4ejomP30nkebcmZmJo6Ojnh6eiKTyZg1axaZmZksXLgQLy8v2rVrh06no02bNiYBzfDhw1Gr1UYzS5s2bUKr1TJp0iTJxiOnJik3hw8fRqVSMW7cODp27IhGoyEmJoYmTZqgUCjynAm8bm3NyJEjzar7Ojo6ShYgADNnzkStVpt0qH333Xc4ODgYdbeZ49ChQxQsWBCDwcCIESNwd3dn5cqVGAwGzpw5g729PXfv3qVkyZJMnjzZaN9WrVpRq1YtMjMz2bJlC0IIHj9+zJo1a/D09OSjjz5CqVS+sz4oh9OnT6PRaDh37hwrV65ELpdLNXQfwtatW3F3d5ec69+mR48eRinivxNLkGPBgoW/hdKlS7NixQqjZU+fPuXJkyeSvo1Go2Hjxo2sWbOGWrVq5XmspUuXIpfLGTRoEADdunXL/oNvpsMmQy6nl6cnrq6upk+v+aRnhBCsWbMGg8FAUlISKSkpUg2HwWDg2LFjaDQapkyZQp06dWjXrh0KhYI6derw448/EhkZSceOHcnKyiIjI4O5c+dStmxZrKysKFCgAF26dGH06NFMmTKFMWPG0LNnTypXroyLiwv29vYEBwcze/ZsPD09kcvlqFQqnJ2dCQgIQKlUolAoCAkJoVatWtStWxdnZ2ejQbhevXq4u7tLg8rDhw9RqVRGfmF6vZ7nz58b+XuxdCkPnZwwiGwhvcYi25PJx8eHxMREatasSc2aNSlTpgxeXl6oVCpsbW1xcnJi9OjRHD9+PFsA7x3t0W5ubri7u0u1Gzk8fvyY+vXr4+PjQ2BgoEkH3OPHjylUqBBNmjQBslOO7u7uJo7bOSrAubl69So+Pj7Url0byA62Dh8+TExMDHFxcfn6k+WFq6urka6Q4Y0Hll6I7OA21wxcuXLl3jmYv379GltbW5o1a0ZcXJxJcW7x4sUpVKgQ1apVM6l3efXqFSkpKdSvX59Ro0bh5uYmff63bt0iICAAZ2fn92olNxgMlC9fni+++IKxY8cil8spVarUn+6Kunz5MkWLFqVhw4YmDzovX74kJCQkz6LrvxJLkGPBgoW/nBMnTuDj42Pyx1Wj0ZDbWPDQoUN4eHjQqVOnfFuUc9qAc/6Af/LJJ3zyySfZK3PptVwSgiYyGQ4ODkZ/8CXymMm5KpdTpkwZypYty549e/Dz82PevHlYWVlx4MAB0tPTiYiIYP78+UydOpUOHToA2U/hvr6+yGQyUlNTyczMZObMmXh6elK1alXWrVvHyZMn0Wg0HDt2jGvXrrFr1y6++eYbvvrqKxYuXMjQoUOlWhchBPb29sTExPDrr79K128wGLh8+TKLFi2SgqvcgcLPP/+MWq1Go9FI99xgMNC8eXO8vLxISkqSgqccmwm1Wk2JEiUkoT1ra2uqVKlCdHQ0KpVKcvJ+mxzPpNDQUDw8PEhJScl+2s+nHunMmTM4ODgQFhbGmjVrUKvVRt8Ng8HAp59+irW1NYUKFTI555EjR3BwcJBmcBYuXGjy3SpcuDBHjhyR1Il///133NzcqFmzptFAvXDhQiIiIrJTUH9CnM/FxeWPGTwzgZ0hV2B37do17Ozs8kzh5bx3FxcX4uLiTPSU9Ho9NWrUQC6XG3WB5SYjI4O0tDTi4uKws7Pj+PHj0rqjR48il8upW7fuO/3Jtm/fTnh4OBUrVkQul1O1alXjYPhPkJGRQYUKFZgwYYLJuvXr11O4cOG/3dXcEuRYsGDhL2fgwIH06dPHaFmO5HxOkJPDjRs3qFixIlZWVixdutTkj16bNm1MHLQXLFhA9erV2bRpEwsWLKBp06ZYWVmhUCiYNm2aZJpZsmRJjh49+sfB8tBWaWVnh06nw8fHh9DQUMLDw3F3d6dVq1b06NGDGjVqkJaWhsFgoGvXrvTs2ZNevXrh5uZGkyZNmDt3Lh4eHpILuNE5gUGDBkkdMTnnCQoKIjQ0lOjoaJo0acKqVauIjY3FwcEBLy8vk/qS3PTv318S57t06RKd1WrJfiJdq2VX27ZERETg5eWFg4MD3333ndTRlvNZ3Llzh8mTJ+Pi4iJ15AwZMoRWrVrRs2dPPD09GTx4sNFT+M8//yxJAcTHx/Pzzz+jUqnw8fHJs4jZIAQajQalUklsbCyQ3QlmrmOqQoUKyGQyE5d1yJ7RkMlkUjD4drdPnTp1qFChAkIIbt26xcWLF3F0dDSazdu/fz8ajeaPmRhz3weZjONvfXdz4+Dg8Ee6Ko8gKcvHR9o+LCzMJM2Um1mzZqFUKk2CyidPnlCvXj3i4+OZPHkyrq6ueRaS6/V6xowZg729PTKZjA0bNkjr+vXrh1wuZ+jQoXleA2R7y/n7+yOXyxkzZsxfFnx8+eWXZvWp9Ho9UVFR7Ny58y85T15YghwLFiz85ZQoUcLkj9fDhw+lAOftp1KDwUBiYiI6nY7ChQszZcoULl68SEZGBlZWVvTp04dXr16xZs0a0tLScHR0lJy2FQoFbm5uWFlZ4e3tjbW1NcWLF2f48OGkpqaiVCqN1XRz1Y1kuLvTWAhOnjzJmTNnSExMJEeHpEyZMrRq1UrS2OnQoQOVK1fG2toaLy8vBgwYIKVHDh8+jIeHB9WrV8fBwYGiRYtK644cOYJKpaJ+/fp4e3ubiBvmxsXFhdDQUJYtW4ZGo8nT6uCXX37B0dGRX375hS6urry2sTEaZDPkck4NGMC1a9dQKpUm+xsMBsaNG4enp6dkmurr60tqaioqlYpatWpx8+ZNatasSUhICMuXL+fx48eEhoayZMkSzp8/j0KhYMaMGZQsWZK1a9dy9a2C65zXTVtbSWdn+/btQLbWkTlX9BEjRuDv74+9vT2bN282WlejRg1q1arF9evX0el0JsWw9evXx8bGhtjYWBITE9Hr9WzatAmVSsWBAwfYu3cvWq3WdIZq6VJee3lJAeKhbt3w9fU1UjnOoW/fvgghePjwYfaCfNKfa9euxWAwMHLkSCIiIsx+jhcuXMDNzY0iRYpIhboGg4FvvvmGgIAAPvroI168eCGlkpKTk80eJ4dz587h4+ODnZ0dQ4cOlWYD69Wrh5WVlVENWc65Tp48SceOHaXv/bBhw/jqq68oUaKE1Ab/7NmzP522+vbbb81+1gDjx4+ndevWf+q474slyLFgwcJfSlZWVp6mjxs3bkQIYbbFdOfOnfT28uKFTofhTQqp2RsJ+SJFiqBUKtFoNAQGBkpBTrt27Thx4oRU53H8+HEiIiLYuXMnHTp0QK1WY21tbWoJQPYf+ICAAKPCZC8vL4QQtG3blvXr11O3bl0pMJs8eTJLly7FwcHBqH388OHDaLVa6en57t27tG7dGoVCQY8ePXB1dWXUqFEAfPXVV2g0GrMKsC9evEAIIXXpHDt2DE9PT1atWmVy7bt27cLJyQmNRsNzjcbsQIu/PwaDAY1Gw/Lly432HzhwIFFRUUZFsSVKlODgwYMMGzYMZ2dnGjVqRHp6Olu3biUhIQFHR0fCwsLYtm0bjx8/pnz58igUCql4/NqYMSadSpm2tugXLwaya4Zq1qzJhAkT8PT0xNbW1uR9NWvWjGnTpkmaNuPHj0ev10tpwfT0dJ4+fYqNjQ2vXr3iwoULDBw4UHJjt31joaHVaqV7/vnnn6NUKnFzczPbJbRkyRIcHByQy+VotVpsbGzI8drKIcdaQqPRGAfveczk3FOpJG+sPn36oFAoOHv2rMm5a9euzahRoyhcuDB79uxh2bJlxMXFERkZaaIi/MMPPyCEyDf1BdkpMltbW9q1a4enpyd+fn5Uq1ZNat0fNmwYPXr0ICkpCQcHB2xtbZHL5VhZWSGTySTjWpVKRY7KsRCCBg0a5HvevDh06JCpJcgbzp8/j5eX19+asrIEORYsWPhLuXz5sllNjgkTJiCEwMbGxsTVGbILON9uv34uBG0UCiIiIhgyZAgrV65k//793L9/n27duvHJJ59w5MgR5HI5Xbp04fHjx9jZ2Ul/NKtXry6lY6ZOnWr0x3T69OkmT7ebN29m6tSpFC5cmCVLlkgBjlarZfny5UydOpVGjRpJ21+7dg0PDw+j9EAOOQ7RzZo1Mzrv6dOnKVasGKVKlWLXrl3Suk6dOiGEMNr2559/RqvVSj5TBoOBTp064eDggFKp5Jdffsk7TfSmePbzzz+XFJshu5MtPDzcyG8JoFSpUuzdu5dff/0Vb29vGjduTIkSJdi9ezczZ87Ezs6O0NBQafDLeYWFheHl5YWdnR29vby4IpNheKsI9/z581SoUAGFQoGrqyvTp083svDIITAwkNOnT7NixQoKFSpEyZIlKVOmDOXKlWPatGkA7NmzB3d3dxITE3FwcCAiIoJt27bRrFkzXF1dOXbsGAcOHECpVPLZZ59RqVIlXFxc8Pb2NqnjadeuHSqVitWrVxMdHc3PP/8szXzY2NhIgXqOTUJkZKTUPq7X6znWq5dJYPfK2po1derQv39/KlasiFqtRojsYu5KlSrxxRdfsGrVKsaPH4+zszO9e/eWbEoqV67M2rVrjQLgjIwMhg0bhlKpJDo6mkePHpnct7cJCQlh+vTpGAwGzp07x+rVqyWfs0qVKhEVFYWTkxMtW7Zk+/btUheWSqVi2bJl0ixk7dq1SUpKIj4+XqrtMdK4eQ/Tz4sXL+Ln52f2Og0GA56enkat/X81liDHggULfyk///wzBQsWNFmenJwsDYw5qQi9Xs+VK1fYu3cv6Vqt2cH6iVpt9knv9OnTuLu7k56ezs6dO4mMjMTZ2RkbGxtJ1+SXX34hPDwcR0dH/Pz8qF+/Pi9fvuTu3bvY2dkZBSw5ZGVlodVqiYqKIi0tzWhA9/LykvRH9Ho9ZcqUkWYMzHHz5k2zy7OysliwYAEhISEUKlSI2rVr4+vri0KhMEmTrF27Fi8vL4YPH050dDRCCAICAqTA6qGTk9n7dsvOjhcvXvDkyROUSiX29va0b98erVYrDSoGg4F79+5x8OBB/P39adu2LWlpadjY2EgFyjY2NpKzebNmzZgwYQIDBw7E19eXiIgImjZtypUrV6QA4uzZs2g0Gn7++WcmT55MWFgY9vb2pKWlodVqs/WNzHD69Gm8vb0xGAzo9XrCwsLYsWMHY8aMQSaTUalSJZYvX07x4sWxs7NDCGHSiZSjxvzdd99RtGhRZG+K0MeOHUtQUJBkgfHs2TMKFy6Mj4+P1J7foEEDFi5cCGR37709A/b69WsiIiIICwtj/fr1REVFERUVRUtbW157eeU70M+ePRuFQkFkZCT29vZER0cTEBBAkSJF6N27N46Ojn+kwN5w584dJk6ciIeHBwEBASbq33mh1+tJTU2V3msOL1++xNvbmxwrldz1PUlJSchksjztM9LT07GxsWHQoEFoNBoGDBhA5qJF72U2+urVK2xsbPIsYq5QoUKeRe5/BZYgx4IFC38pR48elQpMc5OTUhBCMGnSJMmt2NPTM7tV1VzK5c2MRF5/INPS0iRdlZs3b0pPzG+nypYsWYKHhwdKpZLExERiY2Oxs7Pj8ePHvHjxgs8++8wokIqPj0cIQUZGBpmZmUyePJnExERsbGwkAcN58+ZRsmTJ/8h4UK/X0717d1QqFUFBQchkMvz9/YmLiyMuLo7Q0FDs7OxwcnKiUKFCjBo1ymiWbPny5fTQ6TAoFMb3TKlk2hsLiufPn9OjRw8CAwOxtbVFpVKRkpJCaGgoCoUCuzdF13K5nOLFi9OmTRsqVapEkyZNeP36tWSeeubMGSA75abT6Thz5gwTJ06kcOHCRu9pORIHmAABAABJREFU9erV+Pn5IYTAw8ODiRMnSrNG27Ztw8nJyax2Up8+fejdu7f0+4QJE2jVqhVz584lLS2NefPmodPpkMlkFChQgLZt2zJixAjGjx/PyJEj6dy5M2XKlEEmk1GoUCGmT5/Os2fPmDlzpqSZJIQgOTkZnU5HpUqVjHzEpk+fTvPmzQFQKBQ4OTnh4uKCv78/Li4uklu9EAIfHx++/fZb6tata6RVlB8ajYbt27fz66+/Ur16daysrNi0aROLFi2S2sxfvHjBqlWrSEpKws7OjrCwMKZPn/5ex4fsmUVXV1fc3d2N9rt16xbFihWjcuXKqFQqHB0djb63OYXnuTuz3qZUqVL06dOH27dvU7VqVW7Z2Zn9/2quM02r1ebpo9a0aVMWv0lp/h1YghwLFiz8pfz2228m7eAGg8FoRqRGjRosX77cWMI/H6E+T09PFi5cyJw5c5g8ebIkDHfp0iXc3Nw4ffo01apVk2pqumu1ksnlVbmcvj4+lChRAnt7eyIjIxFCSHU6x44do27dukZ/9OVyuZGa8LVr19DpdEyfPh2NRsPUqVPx9vZ+b5E1c2RkZNCpUydCQkK4cOECkF1cO27cOA4ePMiBAwckK4Ecz6+cLq0dO3Zw69YtNBpNdieXmbTB69evadGiBcWKFWP//v1YW1tTrlw5SQF3zpw5Uqru+vXrRi33V69eRa1Wc//+fbZv346NjQ3btm1j5MiRRsXT27Ztw8vLixs3btC8eXN0Oh1ubm4MHDiQQoUKmVVt9vLykgQLc3j06BFubm5GaYsrV67g5uZG06ZNmTVrFrdv38be3p5ffvmFbdu28cUXXzBo0CB69uzJwIEDmTx5Mps3b2b8+PGULFnSJCX66tUr9uzZg1KpJCkpySQ4vXbtGmq1moyMDOrUqUP9+vVxcHBg/fr1nD17lpMnTxISEoKrqyuTJ09m48aNBAYGmrf3MEPNmjUlrZ+ceiuNRkORIkXo1q0b0dHR2Nvb4+3tTbt27f6UmWWOIndu/aRr164RFBTE8OHDMRgMREdHY2trK6WkLl++jEwmM9G0eptZs2YRHBwMZAfnhjweSjCjMRQcHGxqZvuG1q1bM3fu3A9+r++LJcixYMHCX8qLFy+ws7Mzqn/IXd8ihDD/B2/pUvRvzUhkyOVsbtYMJycnKX3i7u6Ot7c3a9eu5fnz5zRo0EB6wq5fvz4fOTqaOGtn2dvTRqEgKioKIQTW1tZ06NDBbBrs999/l64TsoORUqVKSWmpc+fO4efnh6ur658yGzQYDGzYsIECBQrQoEEDo9mEiRMnSjL+b9O9e3fat29PdHQ0zZo1o1WrViZt+ubONWHCBLRaLTKZjC+//FIq3H3780lNTTXat2PHjnTu3Jnx48eTkJCAQqEgISHBqFj53r172NraYmtrS0pKCt9++60067Zp0yZJyTc3nTp1MlahJlsBt23btibXHxQURHh4OD/++CPTp09/t4Iz2QNwSkoKy6pWNVsvUrZsWSPfrNykpKQwf/586Xc3Nzfu3LnDhQsX8Pb25ssvv6RcuXJ07twZd3f3904hQfYMp1Kp5MWLF8yZM4cWLVowZ84cctzZtVptnnYhRryjDiZHVBKyhRQjIyMZO3astL5t27aSnk6Od5arq2u+szgADx48wM7O7o/g6wM0hmJjY01kFXJo0qQJS5Yseff7/pNYghwLFiz85YSEhHDixAn0ej39+vXD19cXa2trKXgwaunOxbRSpbJrTGQy7js40OFNceTjx4/p3LkzJUuWRKPR0KpVKxwcHLCxsaFMmTJotVrc3NxYsmQJd94KlHJeV+Vy6fwTJkzAysqKEiVKSGkYyH7az9nGycmJV69ekZqaSlpaGkePHmXFihVMnDiRwMBAihUrhrOzM6VKlWL58uVmW45zc+vWLaZPn05sbCzR0dF89913JttcuHABrVZrtjD7l19+wcfHh5iYGD755BNcXV3fqwgVYPTo0QghCAoKYtq0aTg6OnLkyBEyMzMlwbm32/rv3buHWq3Gw8MDR0dHAgIC+Oqrr0yOrdVqzaYbDEuXct3aOrsAOtdg/OjRIxQKheT+vXfvXtzd3U0KoSHb+8zBwYF79+5Rr149WrRo8V7v98mMGbx4uyD7Tb1IeHi4FAS8zc6dO42sSIoVK8aOHTukQt6XL1+iVqvx8vJi6tSp73UtufH19eXzzz+nXLly+Pv7Y21tLflrLVy4EJVKJaVDzZKPqnROXdSAAQMoUqQIBoMhO+j/6COjQ4wZMwZfX1+aNWtG2bJlKViwIBUrVjT7fXybpKSkP2wezFiCmKvJgey6m61bt5o9Zvny5d/bG+vPYAlyLFiw8JfTrl07JkyYQOvWrYmPj2fVqlXvnMk5evQoXl5eUj1Nv379GDp0KC1btsTf35/Vq1ej1+vZvXs3CoUCd3d3qlSpgo2NDXK5nBo1aqB7035uLsjJsW7IGZz69etHfHw8Go1G8h26dOmSdI3VqlUjNjYWT09PnJyciIiIoG7dunTq1AkbGxu6dOlCvXr18PX1xcrKCisrK4KCgkhLSyM4OJjU1FR69OhBWloa4eHhuLi40KhRIzZv3pxvy2zZsmXzTB2EhIRgb29Phw4d6Nat23t9Fo8ePcLFxYXIyEj27t1L/fr1/x977x0eVbm1/+/pydRMyaR3QkISEgihJqGFTqSE3kuk9yagSC/SpYMgIE0QpIggCApIERQBARGQg4AUadJJIJn5/P4Is80wE+Sc4/t+z/m9c19XLjK7PnvPJs/aa93rvpFKpcjlcmQyGaGhoWi1WtatW8eaNWuYOHEiLVu2xM/Pj8jISGQyGQsXLhS5Ii+jdu3aro7pf2HxkJKSwrBhw0TbhaIm2D59+iCVSnn27Bk1atTAz8+P4cOHO3lHucUrsgw6nY6pU6fy66+/On0PNpuNc+fOUa5cObKysli8eDElSpSgdOnSdOrUCYD27dsjl8uZMGHCa937Z8+eMXv2bGrUqEFkZKQY6JvNZlJSUrBarTx48IDPPvuM0NBQJk6ciJeXlxgAvu51XX4hkqhUKjGbzXh5efHJJ58QGxvr4h6+ZMkS6tevj0qlIjIykt9//52+ffs6ZXuKwvLlywkPD/9zwapV2EJCsAkCT61WtwEOFPiquQ2E7XasVitXrlz5y3P/q/AEOR544MHfji+++IKAgAAqVqzI48ePsdvtXL16lY0bNyIIAt26dXPJfLRo0YIZM2aIn9977z0GDRoEwFdffUWZMmWIjY0lIiKC2NhYtFotPXr0wGw2i1kduVxepCjdLbUak8kkHv/OnTsYjUb27t1LVFQUY8eOpVatWqSlpVGvXj0kEgl+fn7Mnz/fSZvk66+/plKlSk5jv3fvHkuXLqVMmTIYDAYxUJo6dSoff/wxJ06ceG2J/M8//5yEhASXdufRo0cjkUhw6MFUrFiRYcOGvXLCf/LkCSkpKXh7e3Pw4EFx+f79+5k4cSJZWVliNqFevXo0b96c3r1707dvX7FVOCIiguDgYM6dO4ePj4+LTkurVq1cMyx/UcrYuHEjBoOB2NhYt5L/Drz11lvI5XKePn3K9evXmTFjBpUqVUKpVKJSqfj+++/d71hEWz0SCS1btiQyMhKNRoNGoyE2NpbixYvj5eWFVqvFx8cHiUSCXq9HKpUikUhEOwxBEFwDupdgs9lYs2YNKSkpqNVqihcvTv/+/Vm7di0HDx4UO81MJpOTc3nXrl3p3bs3jRo1olmzZv/UddklEux2O3fu3OHw4cP8/vvvREVFuWjtQIHruVqtpnTp0iJ3Z926dWRmZr7yugBRouHlZ27Lli3ExcUVScIfNGgQ7733nsvyn3/+mdDQUI9Ozt/14wlyPPDgfwcbN25EJpOJaejt27c7ZXKio6MxGo188MEH5Ofn88cff6DX653KL59++qn4h/fbb7/lzTffRKFQIJPJnFqcpVKpOEkJgkAHhYLHL08EajUbmzZ18nuCAtLj9OnT+f333ylRogQOHR+pVErNmjXd/vGdN2+eW5l6B958800EQSApKck1AHkNXRGHum1hK4D8/HysVitlypShcuXKaDQa+vbtK7ZWu8OzZ8+oUqWKeG/cWQKsX79eHOuaNWsYN24cgiBgNBoLxPcWL+aGSoVdEPhNJmNUdLQLabhu3bquWaVXBBmAqG3Url27Iu8jFEyOOp3Oxck7Ly8PHx+fIjNA9tBQt+e/o9Vy7do1bDYbH374IYGBgYSEhBAXF0d6ejqtWrVi4MCBtG7dWhScdJRIBUGgcuXK+Pn50bBhQ6cyJ8D3339P/fr1MZlMWK1W3n77bc6dO+cytujoaPR6vZPYIBQE3WazmaVLl2K1Wt3fkNfgweTn5zN58mSSk5Nddu/fvz8KhYLk5GSnkujdu3fR6/U8ePDA/XkLoW7dunTs2NFpmd1uJzk52a0dBxRwzXr37u2yfOLEiS7ltL8bniDHAw88+Fvx4MEDAgMD6du3L3Xr1sVutxMTE+MU5EBB6tvf35/IyEiGDh3KG2+84XScK1eu4OPjQ1paGhEREaSmplK5cmWeP3+OzWbjhx9+QKlUEhISwtixY1EqlYSGhjJq1CjGxsaK3VW/yWSsrFOHuLg4Bg8eLMrk5+TksGzZMuLj4xk6dKjYmRUcHExKSkqRnjrvvvtukT5AT548ETMt06ZNw2q1/klO/YsSTmGcO3cOi8XCjz/+yIEDB3AYd3788cekpqZSu3ZtoGgSbV5eHg0bNiQsLIyLFy/i5+f35xheBFm2kBAG+PmRmZlJ9erVxQBv6NChPH/+nGnJyS5Cd48FgVHR0Tx58gS73c7hw4dJTEwkICCA4sWLYzab0el0RWbTbCEhjBo1Cl9fXzIzM1EoFGRnZxeZjWrfvj3R0dFuvwuTySSKJEKBDszGjRtp2bIlPfR6nrx07qcSCe1eqPoqFAqsVisffPCBkyihzWbj0qVLbNmyhVKlSuEQO3QEg0+ePOHp06fMmDEDi8XCwIEDyc7OJigoCLVaTdu2bdm7d2+RGY179+4RFhaGt7e320l/+PDh9O7dG4PB4F47xs0zlCOT8W2fPowdO5a0tDRRsTggIMDpeUhKSiI0NJRWrVq5LU01atSoSK5cYaxbt47gQt5cDixbtoyGDRu63Wfjxo0u/7/z8/OJjo5+NQfpb4AnyPHAAw/+VowYMYIOHTrw7NkzYmJi+PTTT7l//z6CIPDOO+84vS3abDaGDx+OUqkkPDycEydOAH+2V8tkMkaOHMnu3bsJDg52ao2dMGECYWFhBAcH0759ewRB4KuvvhLXHz16lPT0dEqUKEH//v1FLoQj46NSqQgKCkIqlYrO3iqVCl9fX3Q6HRMnTiQlJQWTyYRcLsff358GDRrQsGHDIlPvjiDOYT65c+dOfH19C3yJ/knH6zVr1hAWFkafPn0oVaoUhw4dEkXoHBOkwWDg0KFDTvv98ccfZGZmEhQUxL179zh37hzFihVzO0HmyuWwahWnTp1i2rRpTqWoorIhv8lk6PV6zGYzxYoVo379+lgsFk6fPs2tW7e4f/8+d+fMIf+lDrenEgldtVqaNGnC5cuXgYLshyAIRfoXlStXjqZNmzJp0iSXdY77/OzZM2bOnInZbBbvf0BAAFNLl+aJr69IfM5bvpy1a9eKjt9WqxWFQiH+aDQapFIpQUFB1KxZk+joaLRaLRaLhaVLlxIdHc3EiRPJyclh1KhRREREIJFIMBqNLFu2zIX78jK+++47IiMj6dWrFzKZjIoVK7ps4yCed+/e3SXTI6JQoJoXFMSYmBiCgoIoX748w4YN4/Dhw2g0GlQqFTk5Ofzyyy/UrFmT0qVL8/DhQ6pWrSr6lRXG/v37iYyMFOUZisKTJ09Qq9UupcIHDx6g0WjcZgy3b9/ukllau3YtFSpU8LiQ/50/niDHAw/+Z/Ho0SPMZrNILD548CBWq5VLly6JAnvuOoLS0tKoUqUKarWarKwsSpYsSfPmzRk6dCg9e/YkPj6eDRs2iNvfvHkTjUbDyaFDuavTYRMKjCA7KhQMGzZMfDu32+2ito1OpxM9swq/aUdFRREQEEC5cuXo2bMnUVFRKBQK4uPj0Wg0hIWFkZKSInYaGQwG9Ho9s2fP5uHDhxw+fFhsTRcEQbQfcOCrr77C1zHZvqKE4w5TpkxBJpOJmaNPPvlEtLi4du0aXl5eXLp0ifXr1/Puu+9SsWJFMUsxefJkvv76a3766acCsug/EWQ9f/68yPHaBIHq1atTt25d9Ho9lSpVQiqVMnfuXPbs2cORI0fYs2cPB3v25A+DAZtQQIx9NyqKkJAQ6tevz8WLF7HZbEybNk10FS/MGYKCyVSj0fDJJ59QuXJllzEKgkClSpWIiIjAy8tLVEEeOHAgGzdupGPHjlitVpRKJQEBAU52FF5eXpjNZvz8/NBoNHh7e1OmTBkaNWpE69atefPNN5HL5SQlJTFw4EBRKdjR7l2yZEnmzZvH77//Ts+ePUlOTnaSAiiMq1ev0r17d/z8/EQfssDAQLy8vNx25JUuXZolS5ag0+lceFmvg61bt5KRkUFAQICYVVSr1fz22288efIErVZbZFmqXr16TJ48+S/P0blzZzIyMlyWV6xY0elFAwoyNiVLlhTVpKHguw0LC3PZ9n8CniDHAw88+NuwYsUK6tev77RsxowZlChRgtmzZyMIglsCbnh4OBcuXOD777/Hy8tLLJv8/PPPaDQaSpcu7fTG17lzZ0ZERLjq4ahUDAoIwMfHR8ymABw4cACJRMKHH37odF673Y7ZbKZ58+YcOnSI1NRUkfcTHx/PL7/8Im5rs9nYv38/aWlpYmlMJpOJk1+/fv3ctkEDLFy4kGsvOYX/VSYHCt7slUolVquVLVu2MHv2bMqUKcOAAQNE+wVfX18SEhLE4KZr165MmDCBbt26UbFiRTQaDTKZ7LWDLEdW7Fd3274IJh14/PgxO3bsICQkhOjoaCpXrkxKSgqVK1emadOmDB8+HLlcLloWPHv2jAEDBuDl5YVerycoKIiPP/6YWrVquRBft2zZQuXKlcnNzcVkMrmUtDIyMpBKpTRr1gy5XM7Vq1eJjY11EZa7ffs28+fPR/siixQXF8elS5c4cOAAGzduZOHChTRv3hxvb2+qV69Ohw4dyMjIQCKRkJiYSNmyZUlMTBQ7o2JjY1m0aJGYjXL4iVWvXl0MSu7du8emTZto0aIFRqORgQMHcvfuXXFM9erVIyQkxG3HUf/+/Zk4cSIRERFOvKzXxaRJkxg8eDAPHjzg9OnT+Pv7i+Tujz/+WCx1uqCQG/uzgIAiO6UAjh8/7jZY6tmzJ7Nnz3Zatnr1alJTU53+/3bp0uUv+Vh/FzxBjgceePC3oVGjRm7/cA8bNkwk9rqDxWLh0qVLJCcnM3bsWA4dOkRsbCwGgwGDwUDNmjXFbc+cOYO3t3eRXleEhWEymXjjjTew2Wzcvn2b/fv3i87WhdPsq1evxmAwiG/YM2fOJCIiAqvVKtpFvIydO3dSsWJFOnfujEwmEw0YW7Zs6WxeWAh2u50ppUrx/OVApwhOjgMOLsjmzZuJiIggPDyc4OBgVCoVgYGB6PV6/P39CQwMLJL0+ejRI9RqdZE8mZeDrJMnT9KwYUOyvb1dylt5SiXT3fwdXbBgAdHR0S7Lz507R3h4OIsWLaJ06dIYjUa8vLyoWLEiZrOZmTNnAgWqvA5ncQeysrJYuHAhUEBA7tevn7huwoQJREVF8cYbb2CxWMTynZ+fH7t373Yaw/3794mIiODTTz/l888/d1KyLoyff/6ZsLAwZs6cyfDhw9Hr9S7cGgcfqkWLFvj6+uLv7096ejoNGjTAarUSERFBf6tV5IM9NJl4tGiRy7m2bNmCTqejfPnyLuWaJUuW0L59e8aMGUP58uXdjvVV6N69u5hNbNGiBfHx8eKLRWpqqlutI3elTJu39yufzcqVK4s2GA5MnTqVgQMHip/tdjvlypVz6iKbN28exYsXd2vQ+j8BT5DjgQce/C2w2+2YTKYi5ej79u3rxFeBgjf7x48f4+/vT/v27WnRooWLU7ggCEilUtFfqlq1aiQlJb3S68rBv3FYODh+HEJ+Dx484Pnz54SFhZGamsrmzZu5cOECBoMBX19fNmzYQFF/L+7du4dWqyU3N9fp2IGBgWg0GpdylQMXLlygi0ZDfnDwK7urXt5HEAQePHjAtm3bkEqlyGQyLBaLWE5ZuHAhPXv2JC0tzSmTlJuby7Zt2+jSpUuBtkt8PHlK5WsFWevWrUOj0fBs2TJuqFTYBIGrcjmbmzd320J9+/ZtsXQGBRmeZcuW4efnh0wmIygoiPHjx/PDDz9w7NgxZsyYQcOGDVEqlfj5+REREYFMJiM9PZ1hw4axePFizGazWM65du2aWAZdvHgxUVFRbr2Q3GnM9OnTR1RT3rZtW5FBDhSQ3UNDQzEajdStW9dl/f79+9FqteTl5WG327l8+TJff/01Gzdu5IMPPqCzlxd5L3s6qdXYVq7k+vXrnD17lnPnznHjxg0MBgNhYWEuHWI7duwgIyOD/v37k56eXuRYi0KbNm1YsWIF8+bNQ6vVitnIL7/8kmLFirkvgRVRyswr5JP2Mvbs2YPBYHAKTOfNm0f37t3Fz19++SWxsbFikLVo0SICAwNFG5P/DXiCHA888OBvwbVr14pufeVPbopOp8NgMODt7Y1cLsfb25tWQoFHlU0QuO/jw7WpU4GC9HqDBg1o3bo1EokEHx8fBEGgdOnSBSn1IoixM2fOxGaziYGV4+fZs2d07NiRgQMHsnr1aqpWrUrFihXZsWMHSUlJmEwmtm3bxrNnz9BqtS7O0A5UqlSJzZs3IwgCzZo1Y+zYsWzatAmFQoGXl1eRGZ0OHTq4JdEWhaSkJEqVKsXcuXOxWCz4+Pjw3XffoVar8fb2RqvVUqJECWQyGRqNBoVCQcmSJcVOMUeAqFQq8fLy4r3ERO4V4sksrVHD7TVevnwZLy8vYmNjadSoEXl5eaSnp5OSkiIKJ76MBg0aULZsWdq3b4+3tzdhYWEiGfjhw4fMnTuXuLg4wsLC6N69O8uXL+fjjz/GZDKxfv16YmNjad26Ne+++y5GoxFvb2969eolBi3vvfce5cqVw2KxuG3NzsvLQyKROE3iFy5cwGw2i4T1jRs3uviqvYwBAwaIZHR3MJlMHD161O26B0aj22fyskSC1WolOjqaYsWKYTKZkL0gcBuNRicPtJkzZyKXyzEYDC7t+q+D9u3b06NHDzQajagy/PTpU2JiYtiyZYv7nV7BvyrKusJut5OYmOiUuZk3b96fisggqoE7ypSRkZFOJeD/DXiCHA888OBvwaFDhyhXrpzL8itXrtCyZUtx0p0+fTq9e/fGz8+P6tWr81V2tku77xNBYGSxYjRs2JB+/foxY8YMAgMDxUxG8eLFOTtypEuK/blCQS8fH/KWLxc7UHL9/Rng5yfqmty8eROTyUR6ejpr1qzBZDKRlpZG1apVnTRn0tPTXUofDsyfP5/GjRsTFxfHZ599Ji7ftGmTWLpyh4MHDxIbG/taHSV3795FqVQyadIkihUrRs+ePenTpw92ux25XE6vXr3Izc0Vs10ffvghvXr1En2+Nm3ahN1u58GDB3zzzTfo9Xo6dOhAhQoVyMjIoHTp0jh8vMLDw0lPT6dz587s3r0bu93OBx98gFQqFdV+jx07hkQi4ZtvvnEZ661bt6hTpw5qtZo6depw/Phx7t+/j06nEzuUGjRowL59+1yufdOmTURGRjJz5kxCQ0NZvXo1MTExnD9/nuHDh2M2mxk4cCC3b99Go9EU2ab8+++/I5VKnZb16NGDd955R/zsOHZR2LdvH1arlTp16hAYGOj2e7JarRw5csTt/kXxnuxuyOU//vgjSqWSYsWKoVarSU1NZceOHYwdO5aiCPqvg/r166NUKsUAyW6306VLF1q1alX0c1dEJueJry9+fn707dvXbTC8efNmLBaLWNYbO3Ysw4cPBwrsOqKiovjqq69ISEigQYMGTt2R/1vwBDkeeODB34Ivv/zSqeMiLy+P8ePHiyq9hTVyoKBNfMOGDfz+Enm4cEbGod3SpEkTduzYwYABA5BIJHTp0gW1Ws2o6GjygoKwSyRcEgS6aDQc7tvXJfh5LAicL6Rt069fPxQKBTt37kShUNCxY0cmTZpE//79xW06d+7MIjd8Cigox/j6+roIwuXl5TlljV6G3W4nMDCwSEfmwqhduzY6nY6QkBBOnTqFxWLhwoUL5OXlodVqUalUVKpUiXbt2uHj44Pdbsdut1OzZk239gtvvPGGSyktKCgIs9nMsmXL6N+/P2azGW9vb9GvqnHjxnh5edG1a1c+//xzgoODKVOmjFhGOnnyJB07dsT7hflp4Q64MWPGEB4ejl6vp0KFCq+81iZNmjBmzBj0ej16vd7JLPLmzZu0a9cOPz8/EhISCA8PZ968eS7H+O6779DpdOJnB2G5sGXAokWLijTB/OGHH7BarezatYulS5diMplErlZhhISEuF1+9uxZbrxcqiqC9+RAamoqrVu3FrsJo6OjCQ8PRxAEGjVqVNTtKhKrV69GqVQ6/T+cPHky8fHxrxb6e4WG0+3bt+natSsmk4mBAwdy4sQJMViy2WyEhYUxbdo0ANq1a8eHH37IkydPiIuLo3jx4oSHh/PJJ5/8j7eKFwVPkOOBBx78Lfjqq69EbY8bN26QlpZGzZo12bhxIytXrqRSpUouSqlAkV5TdomEihUr0rt3bywWC2vWrOHLL7/EaDRisVgYNmwYlStXRi6X4+vrKwZEv8lkbo+X6+8vnnPFihVIpVJ0Op1oZrh9+3YnHs6QIUPc6uE4MH36dGrXru3yx3vw4MEukv2F0apVKyen66Kg1Wrx8vLiyJEj9O/fn+zsbHHd8ePH8fX1ZdCgQYSEhPD2228DBURlHx8ftxPad999R0BAgFOrc0ZGBhEREYSGhqLX64mLi6Np06aEhoYikUjEANXhYRUbG0taWholSpSgVKlSaDQaMjIyOH36tNO5zp49i1wup0GDBpw/fx4vLy9+//33Iq/1l19+wcfHB41GQ2BgoItBqd1uJ+BF19yKFSuIjIzk3Xff5enTp+zZs4chQ4YQERFB8eLFxX2+/PJLFy2a6dOnk5KS4nL+7du34+vrK35n3377LVFRUS5dfQC9e/d2sfX45JNPsFgs7OzQwUUfqCje0927dxk+fDiO9vno6GiGDRsmBskvdwL+Fc6cOYMgCNSsWZNSpUpht9sZPXo0UVFRLorRbvEXatyXLl1i+PDhhIeHExQURLNmzXjnnXdo1KgRAQEBTJkyBR8fH0qXLo23tzfe3t6sWrXqX2qD/zvhCXI88MCDvwXHjh2jZMmSXLx4kcjISEaOHInNZuPJkyfk5OQwadIkhgwZ4rSP3W5/ZddPWloa+/bt48SJE4SGhvLGG28QHx9P06ZNRT5PRkYGxYoVwyEq9yp9l/v377Nx40bCwsKQyWSEhISwc+dO0tLScAgEOlqDhwwZ4p4/82IysEskXFMo+KpQ8AEFk43RaKRWrVpu2+UnTJjgYi/hDsnJyQiCQFZWFv7+/qLGjwP16tUTu5OgoIvIZDK5zXI48Oabb/Lmm29it9vZvHkzer0ek8mExWJh/fr14nbly5dn/fr1ZGZmIggCS5YswWQyUatWLbFtXqfTcerUKZdzPHz4EJPJJAaPT548wc/P75UGkF9++SUqlYpOnToREhJCr169nNYfOHCAuLg49uzZg8lkonv37vj4+CCVSsXS45w5c5yE6N59910x+HNgzJgxpKWlOY11wIABBAUFOXFPcnJy0Gg0hISEiAKVDmzYsMFJTXjBggUEBQWJ2SfbypVclkpd3Ncd11mtWjX8/f1RKpXExcXRq1cvbt++zc2bN6lQoQIGgwGFQoFer3cqhb4KDx48wGq1Urp0aQwGAxqNhlq1alG2bNlXBpf/Cux2O7/88gurVq1i1KhRtGvXDrlcTufOndFqtezYsYPKlSu/ViD/vwFPkOOBBx78LXjw4AHe3t5ERUU5aWU43kwVCoWLGeP58+fpbTK5pMrzvbw42LMnsbGxtGvXjunTpzNp0iRkMhlyuZyxY8dy48YNvvrqK+rWrYtWqxUNF4vK5FwSBCQSCcWLF6dRo0bEx8eLfIKrV6/y4YcfotPpRAfwXr16MWvWLOeLdJPWfyIIBfygQsjOzsZoNFK6dGk2b97MqVOnxBLPihUraNOmzSvv5dGjRwkODiY2Nha9Xu8k8b98+XJu377NmTNnMJvNYjmme/fuJCQk/OV3FBERQXJyMrGxsTRu3Bi5XM6GDRtISUnBbrdz8eJFfH19ycvLw2azMXbsWORyORKJBJ1OR2Zmpqje63DkdnAyHB5GPj4+PHnyhMOHD4tE8X379rmM5/79+/Tr14/AwEDGjh1L9erVuXDhAj4+Pk5ZtIEDBzJmzBjgz+epXbt2DBo0CLPZTO/evV26qrKyslyIu7179yYzM5MHDx6IPK/27ds7B5AvglibIHDT25tPXiob3bhxA5VKxcOHD0WLg5e7hdLT00UrirNnz9KsWTPRuLV3797s3r3brRDgjRs3UCqV6HQ65HI5er2+SOKvA3l5eURHR/PGG2/w8OFDypYti/DiWQ8LCyM9PZ1OnToxYcIENm3a5BIs/7uw2+2o1Wp69+5Nr169+Oabb4iIiHDJxv2/gifI8cADD/4W5Ofn4+3t7STR/+jRI7y9vbHZbFy/fp3Fixezbds2fvrpJ548ecLmzZupX78+thUreGyxiF0/gwMDadasGQkJCdSqVYsWLVqgVqvF8knlypX5tk+fAusBiYQ/9HreS0wkOzubHnq9i0Fn7gv/KpPJRIkSJYiJicHHx4fU1FSggPeRnJyMRCIhPj6emjVrYjabqVChAgMGDGDZsmX8+uuvRRI0r0ilzJ49m65duxIdHS06WsvlcqRSKT4+PigUCkJCQqhatSqpqamvdCVv3bo1b7/9NlKp1Kl75eLFiwiCgEajYfTo0UycOJG0tDQOHDiAWq3+S67PuXPnCA4Oxtvbm/Xr14sljtOnTxMbG8vevXtZvHgxTZo0YdSoUSI3p3Tp0jx79ozPPvuMxMRE9Ho9v/zyC0OHDkUulxMREcGKFStEpWBHd9ndu3eRy+UF964Qrl27xrhx47BarXTu3Jlbt27x8OFDNBoNOTk5fP/992g0Gvbs2QNAmTJlxMn+q6++QqlUigaqN27c4K233sJsNpOWlsb48ePZtWsXiYmJ7N69m6dPn3Ljxg0OHTpEyZIliYyMRK/X07RpU9cuKXfeUFKpS+kmNDSUadOmYbFYXDI9UNDG3bJlS1GNOSsri/Lly/+l7s2cOXNo3rw5p0+fpkyZMjgUi9evX+/WLiEnJ4fY2FgiIiIoXbq06JbuEIEsU6YMZrNZLOk6rCoqVqzIwoULefr06SvH87qwWq0YjUZOnTpFzZo1Wbx48d9y3L8DniDHAw88+Fswe/Zs/P39mTBhgrjsl19+QRAEsrOzadKkCYIgiDokMplMlJzXaDTExsaKQcLjx4+Bgj/6NWvWxGKxsHLlSpRKJQsXLqS7Xs/Tl8pceSoVrFpFTk4O2d7eor7LdaWS32fMAMBoNPLrr7+KvkUxMTFkZGRgMBjIzMykXr16ZGRksH37dkwmE3PmzGHy5Mm0aNECq9VapDaPTRCQyWS0bNmSH3/8kfz8fOx2Ox9++CGJiYn4+PgQGRmJTqdDIpGIWjeLFi1yCXYck72fn5+YBdFqtUilUvE+7d27F7PZTPXq1cnIyEClUjmRpt3h7NmzBAQEsGTJEr7//nv8/f2ZP38+UVFRxMTEiL5ejsCsVKlStGnThujoaKeuGLvdTpUqVejTpw8Ae/fuxcfHhx4GA78Kf8oAHBs0iK+//hpBEEhJSWHdunW8++67pKen4+PjQ3Z2tgtxu1SpUmI79ejRowkICODp06d4e3s7ZT7S0tLQarVOvKdnz57x+eefM3DgQJGr1UGhEKUJriuV9HvRLfTzzz+Tk5PDtGnTaNGiBcnJyQUByGtaX7Rr1w6j0cj8+fOdlt+9e5f27dujUqkwmUwsXLhQFL07c+ZMgfZQEd5Qz58/Jzw83MmL7KOPPkImkyGTycQsaXp6OrVr1xaDGuHFs1exYkUnzZ26desy48Vz/+DBA8aPH09ycjI6nQ69Xi/+P5w7d+4rA+7XgdlspnTp0qxatYrg4OC/9L/634QnyPHAAw/+bdy5cweLxcKKFSuIj48XyZr5+fls376dhQsXEhgY6NT1ce3aNcLCwtBqtdSqVQuNRkPr1q1p0aIFrVu3xmaziW3Mhw8f5rPPPsNoNAJw09u7yMmodevWovHfzZs3efPNN1Gr1dSvXx9BENi1axcqlQqFQoFUKuWjjz4S32i7du3KzJkz+fnnnwkODnYinebn5/PUanV73hw/P06cOEFsbCxNmzYVeT0OHDlyhMDAQLRaregpZDQaKV68OKVKleLHH38ECoQGHS3AO3fu5LvvvmPixIlUrFiRzz77jAsXLojlhuvXr+Pr64uXlxd+fn40bdq0yDfzO3fuEBER4cSTOH/+PImJiWi1WkqXLs2sWbMwm82kpqby+eefM3HiRMLDw13KQFBA4E1MTAQKCKmjoqNdsmc5UildNBpRtDArK4u3336bHTt2uM1KADRr1ow1a9aIn4ODg5k6dSq+vr5O2128eBGlUvnKdvxhISEuJGC7tzfvlyuHTqejQoUKCIJAx44dee+99xBekN2LIsEXxuTJk5FIJGIw/v3335OWloZaraZ69erUrl2bDz74wGVMsbGxRXpDTZ06lTp16rgsv3z5sqiLNH36dD7//HPRo0ytVtOjRw8nywgHzp496+Qj54DNZmPr1q1kZmbi6+uLVCqlYsWKr0dOfoH79+9z6NAhPvjgA9q0aSOWEKtUqcIXX3zx2sf534AnyPHAAw/+bYwePZrs7GxsNhsJCQniH7o6deogCAIREREIgsDJkyeBgtbjkJAQatSoIZJMr127RunSpfHx8SEmJoYOHTpgtVoJCgri8OHDDBkyRDRqfNVkpNFo+OGHH5zGd/LkSVJSUlCpVHh7e2MwGChWrBi+vr60adNGnCiTkpLYv38/o0ePpm/fvq4X6qacYS8kf//06VNGjhyJ0WikS5cuHDlyhPz8fFJTU4mIiODXX3+le/fuDBkyBJPJhE6nY+zYsRiNRurXr4/ZbCYpKYlhw4b95T2/fPkyJpOJ6tWrk5ubS+vWrUlMTHQhA9vtdho2bOhU9nLg6dOnGI1GtFotQ4YMISAggOLFi1OtWjWSk5OLVK++dOkSSqWSHj16YDabuWcwuP0+LkskTJ8+/bXbh7t16+ZEnJ42bRrBwcFERUW5bOvImDhKWi/jVe3cX3zxBXq9HkEQ2LZtG1u3bsVisfDQZHK7z30fH6f7GRcXh8lkom3btkRHR6NWq+nevbsoUtigQQM+/fRTlzHNnDmTEiVKOC3Ly8tjwoQJKJVKSpQoQWhoKGFhYZQtW5bs7GyWL1/OwIED8fPzQyqVIpfLKV68OH5+fm55ToUxa9YskpOTxWDMHUJCQmjZsiWBgYEcO3bM7TZ2u52jR48ycOBAIiMjxVJY69at8ff3Z8CAAa9uUf9/CE+Q44EHHvxbyM/PJzAwUGwjXrt2LaVKlSI/P5/33nvPycE5JyeHEydOYLVa+fjjj1m5cqWLcN68efPQ6XTIZDKKFSvGyJEjadeuHbGxsX8aFhZRVrgkCG7dkQHefvttBEGgfPnynDlzBq1WS926dYmLi+Pjjz8mPz9f9KHS6/UsWLDA7XF2derEby8ML+/qdAzw83PJdty+fZuxY8dSrFgxkUj6zjvv8NFHHxEaGsro0aNp3749er0epVKJ2WxGp9MxcuTIIifIwrhy5QoBAQE0btxYXGZftYqHJhM2QeCuTsfdOXMA+PTTT4mPjy+yhFCuXDkGDRpEt27dxPJHqVKl+Oyzzzh//jy3bt3i5s2bnDt3ju3btzN69GhSU1ORy+WkpKRw9erVV3a0OUQIXwc9evRw0vKx2WzodDr8C7X/O3D37l2CgoJQKBRuidxFShMIAlFRUeh0OoKCgqhVqxb16tXDYDDQUaFwyUg9EQr0lxwiiAcOHCA2NpZKlSohCALTpk1zEe6LiYkRs3OF8fvvv6NUKrl3755oCKvRaJBIJCLP5/PPP2f+/Pl06NCBMmXKYLVaxXJlcHAwCoWC0NBQl2yhO9jtdjp16kTt2rWLzPK1aNGCFi1a8Omnn2K1Wp3G/euvvzJ+/HhiY2OJjIxkxIgR/Pjjj9hsNh49ekSVKlXo2bPn/zMNnNeBJ8jxwAMP/i3s27ePpKQk8bPdbqdq1apOafnr169jsVi4du0aQUFBopjakSNHKFWqlMsxFy1ahMFgQKlUIpVKUalUCILwZ5lj1SoXH6Z8Ly/aveC6FO52uXPnDp06dUIulxMUFCTyD/z8/GjZsiUHDx4kKCiIH374QSR6enl5IQgCZ8+edRrX+vXrCQoKcgpq5syZQ3h4uEvWw2azkZGRQUhICLNmzWLIkCE0atQIpVJJy5YtxTJa69atSUpKYsWKFfj7+xMREcG3335b5P2+evUqgYGBzsq/RXR9TUtOxs/Pj9WrV4sT0ZUrV8jKykKlUhESEoIgCKKlRVhYGBaLhebNm1OjRg0iIyMxm81YLBaioqKoWbMmQ4YMYfv27SxdupSgF95GRWVyfn0R3L6qfbww2rdv76IPU6dOHeRyuduJ9MSJE4SEhBAUFMSIESOc1r0qK3Py5EkX880xY8YgCAIdFIo/SfBSKa0FgdWrV+Pr68u3335L//79GTt2rGiv8bKK7507d9DpdG67i3r16oVarSYxMRG1Wk12djYJCQkMGjSITz/9lKZNm2I0GgkPD6dWrVq0bt2ajh070qRJE9GvTCqVisKQr4O8vDxat25Namqq23by/fv3o9PpyM/PZ926dQQFBTF16lQqVqyIxWKhe/fuHDp0yOn+X716Vcw0/bt8nv9peIIcDzzw4N/CqFGjGDp0qNOyS5cuYbVa2bt3L1Bg5lepUiWqVq0qtgLDn3okhVPd+fn5FC9eXGzB7dmzp5gJKlasmBggLa9Vi0sOvkRYGIMDAxk8eDDvv/8+KSkpXL58mVGjRmGxWChevDjR0dFOpOiYmBiqVasGFCjupqWlYTab8fX1ZfLkyeLE73At/+mnn9BoNG45BxMnTiQ5OZnc3FyggKMRGBhIbGwsV69eFbcbPXq0k7dPqVKl2L17NwMGDBCv0cFtcIdr164REhJCvXr1nFcUkdm6/oLYLZVKUavVWK1WkcBsMpnw8vIiIiKCESNGcOXKFXr06EFKSopbJ/mX8ezZM0JCQhgwYACTExNdjCmfKRR0VCiYMWNG0eWSlwToxsTE8NVXXzltcv78eQRBcOsHZrPZ0Gq1zJw508Wu4db777vYhdj/wvX96tWraDQa8fOhQ4fQarX4+voycOBALBYLYWFhYhCakJDgosWzcuVKMjMznZbl5eUxcuRI8fvt0aMH+/fvJyYmhlq1ahESEkJ6ejpLlizh+vXrbsc2Z84clEolERER6HQ6MRh9HS8om83Gu+++S0BAABs3bnQJGM1mM2XKlBFLb1arla1bt7oVZVy7di1+fn6iYe5/OjxBjgceePBvoajyyq5du/D19eW7775j7NixJCYmEhsby65duzh58iS5S5eKeiSPLRZx8tmxY4coJOdA8eLFMRgM4oStUCjw9vbGbDaze/duZs+ejVarZe3atYwZMwaj0SjaEUyZMoWEhASqVasmdp88evQInU6Hj48Pv/32G99++63oCj1q1Cig4A/6xIkT0Wg0pKenI5PJUCgUpKens23bNs6fPy+Oz263k5WVxaBBg3j33XcLLCdGjXJSe338+DFWq9Wpo2jy5Ml07dqV9u3bk5WVxXvvvYdKpcJgMLhkGmbNmoUgCK4BDrzSYNFqtRIcHIyXlxf+/v4sWLCAEydOcO3aNZdJKjs7m0aNGrl1GncHRzYjODiYq1OmiCKJv8lk2FauJDQ09M8S48soIvt0342YoVardSrNXblyhe3bt4uu1tnZ2SiVSg4ePCiWZfbt20dbqZRbarVbYT53yMnJQSaTifd+9erVNGrUiOPHjxMbG0uDBg2QSCS0aNGC69evu4gLAtSoUcOJPA0F3U2tXmS27C+ySW+q1YSHh5OWlsbhw4f/6lZTu3ZtfHx8WLp0qWh9MWnSJMxmM++9957L8+IOe/bsoUSJElSrVo1du3aJ+1SrVg1HJ59D1LOwdYXNZmP79u2kpaVRsmRJDh48+Jfn+k+BJ8jxwAMP/i3Ex8e78A/u3LnD3LlziYmJEd9eZTIZ5cqVo0qVKgwODHThPjjesjt06OA0MdpsNtRqNd988w1BQUFUrVoVvV6PxWLBITIolUoJCAigXr16DB48mPnz54tCeX5+fnz//ff4+vqKWZVly5ZRr149hg0bRosWLTh37hwSiYSkpCSX9Pvnn39OpUqViIqK4qeffhKv52V/qFu3bonO4O7KTcOHD6d169ZOy3799VcsFguRkZHixFi3bl2io6NdJso1a9ag1+vdT2av4CgtWbLk1V9gIdSvX59JkyaJnVOvg0mTJiGRSMRynd1uJyoqih9//JG33nqrSI7U67ZrQwFXRyaT0blzZ8LDw/H19aVGjRpkZ2eLSthKpZKoqCg0Gg1JSUlotVoGDRpEpUqVXjvj4PAec1xLu3btmPOC2/To0SMqV66Ml5cXQ4YMwWg0UqVKFacM0rFjxwgMDBQzeiJWreL5S+XVJ4LAzg4dXmtsx44dIyAgAJlMRn5+Pv379ycgIIAnT55w+fJlUlNTyczMfCXB2IHnz5+zbNkyEhISCAsLo2/fvmi1WubPn88ff/xBTk4On376KeHh4axZs4ZevXoRHBxMqVKlWLly5f9zm4Z/Fp4gxwMPPPi3EBQUJKru/v777/Tu3RsfHx9RzMzxExAQIGqGFDXBPX3RTVU4Bb9q1SqCgoI4e/YsycnJKJVKUYm4Xr16YqfJy6n1Fi1aULduXdq3b8/vv/+O0WjEbrdjs9mIi4tj586d/PHHHygUCgRBELMvL8Nut1OmTBk2b94MwJIlS3jnnXecAoEnT55Qvnx5sR3+ZXz33Xf4+vq67VYqV64cI0eOJDo6GoABAwbQsWNHSpYs6TQB2mw2YmNjncpdABcuXGDPm2/yTC53upePBYFWQoFVxes6WkdERHD69GkCAgL4+eefX2uf/Px8pFIpNWvWFJdlZ2czd+5cVq1a5bYzCigy+8RL7donT56kSpUqCIIgdo8Vvi9169bl888/p0WLFrRs2ZJvvvkGnU5H5cqVsVgs+Pr6snbt2ldew6NHj5g5cyZWqxU/Pz/u3bvHo0ePMBgM3LhxQ9zu6NGjaLVasrOzuXr1qsgXio2NpVu3bhQvXpyuXbuye/dutm3bxrJlyxg6dOg/bdz5Mtq2bcuUKVPQarU8fPiQ/Px8MjIyKFeuHFAQuHTo0IFKlSq9VqADBc/1iRMneO+99wgODsZqteLj44NSqcTHxwcvLy/Kly/P1KlTXbzJ/pvgCXI88MCDfwsBAQFcuXKFxYsXY7FYGDBgADdu3CAwMNApyKlWrRoBAQFMmzbtld04SqWS27dvi8cvX748CQkJmM1mZsyYwenTp4mMjBS7RoKDg5k4caILv+PkCzXen376iZ07d4rmoR988IH4dn/06FFxfKNGjXLr/OzwzSqcQdm2bRuhoaFAQbeNI7Nw6dIlF+fr69evExYW5uTQXRjTpk0TM1K3b9/mk08+oV69ekRFRYl8IAeOHDmCQqHgyJEjzJw5k8TERAICAmjdujWftWzJY4tF7PpqV8jFXa/X88Ybb/DFF18UmTm4evUqZrMZm83Gx2+8wV2drkizxpfh6+uLt7c3GzduBOD999+nd+/eogCeW/xFJicvL48RI0bg6+vLnDlzKF++PCqVymX8VapU4euvv2bVqlWEhoYSEREh+nCdP3+e9PR05HI5X375pdthrF69GpVKRWRkpFPWa/r06TRr1sxp25MnT1KiRAni4+NZunQpw4YNIy0tjR9++IEWLVpgNpupX78+1apVo27durRt25axY8cW+by/HNC5w+PHjzEYDCxfvhyNRsOjR484d+6cKOzngN1up0OHDmRmZr5W6aow1q9fT926dZ2WLVq0yOX6/xvhCXI88MCDfwvFixenQYMGlCxZ0umN78qVKxw5coT27dsjCAJHjx7l2LFjtGjRgstF/NG/o9VitVrx9fWle/fuVKhQAYlEQps2bbh586Z47Pv374vt3lKptKBd+iV+R55KRVuJhN9++41x48YxaNAgkRC9Z88eRowYgVwuRxAEunXrhr+/v5OLtQPvvvuui7Ho6dOnMRqNTJkyBbVazeTJk8WJpUuXLmJn2Y0bNyhZsqQT4fllPH78mEaNGqFSqbh16xZ3797FYDAwePBgUS/n0aNHLFu2jPLlyyMIAlqtlmbNmrF37163E1paWhqBgYEYDAYOHTrEw4cPWbp0KQkJCZQrV44jR4647DNv3ryCdv5Vq7C9LLb4F4TdsmXL8vbbb2MwGLh58yYbNmygcePG2Gw25HK5++yCG06O4zwPHjwgIyODmjVrih1Bhw4dQiKRuLT2h4eHc+HCBS5evIhCoXBya3egQYMGKBQKt87eEydOFLNoDty9exe/FwKPUPA9btmyhXfeeQe1Wi0G8DKZjO7du3PgwAEsFouLgrOIf6I0Vxh2u523335bzDZKpVJ69+6Nt7c39evXd9Gmef78OampqU6+X6+De/fuodFonLKhv//+OwaD4T++e+qv4AlyPPDAg38Zubm5osdTYRXb3377zSmLIwiCk/P2o0WLXFrAHeUVuVxOQkICarWanj17otVqXf7Q3r59Gy8vL3x9fYmJiSnSlPOqXM6aNWuoVasWH374IdHR0aSkpGA0GklNTUUQBCIjIzly5IioiBwTE0OxYsWIiIggKSkJs9lMq1at2LVrl6g18/jxY/G6du/e7TS2rVu3kpGRwbFjx4iIiGDcuHFusydXr17l4MGDdOvWDUEQCAkJESfwBg0aMGDAAGJjY2nSpAleXl4EBwcTHBxM+fLlOXr0qIsfVGE4VGjDw8OxWq3icpvNxkcffYSfnx+jRo0S76ujJLdt27YiJ+Q/9HomTZrEmjVrOHXqlFNw1bFjRxYsWEDLli0pUaIE27ZtE9V7fXx8XFrxRaxaRV5QEDZB4HlgIKxaxcOHD0lJSaFHjx4u33u1atVQKBSMHz8e+HNyzsvL49ChQwiC4NLSDQXWE+XKlUOtVru4tO/bt8/pHjmup1OnTkyaNImSJUvi4+NDqVKlRB5YqVKl8Pb2RqlUEhMTg0QioXz58mzatMl9FmXVKnJffkbdBI4//vijGGj88MMPpKSk4OXlRY0aNRg6dCiCIBAXF+fW/d2By5cvu1U6/ivEx8e7eHkVpffz34R/K8gRBCFEEIQ9giD8LAjCT4Ig9Hux3CQIwi5BEH558a+x0D7DBUG4IAjCOUEQahdaXkYQhFMv1s0WBEHyYrlKEIR1L5YfEQQhvNA+HV6c4xdBEDr81Xg9QY4HHvx9sNvttGzZkuLFizPyJRfur776iipVqpCbm8vIkSORSCROTtqAS3mJVavQarUIgkBqaiqrV6+mrVTKbY3GpWzSsWNH0tPT0Wq1PHv27JXlr+DgYCQSiUhOnj59OtevX2flypVikFOsWDE6deqEWq2mq1bLbY0Gu0RCrr8/HZVK+vXrR/ny5bFYLPTr148WLVqg0+lcAhwoKE8plUq6aDQFXWNuSj5r1651CgAVCgUmkwmDwcDXX39NVlYWEokEiURCVlYWW7ZsISQkhNGjR/PgwQNSUlIQBAE/Pz/i4+PFMpEDR48eFcXqnPR0Co2xSpUqZGVlkZOTw65du4iNjeXy5cuvFNEbMmQIzZo1IyoqCrPZTHZ2NocOHWLp0qU0b96cR48eER4eTpUqVWjQoAFQYM2wa9cut8+QI/PgyHzl5+dTu3ZtunXr5jYwvHfvHoGBgXh7e/Puu++yefNmatSoAUCnTp0QXgTJLwfYglAgElmtWjVUKpUTqfvp06coFAqRezN37lyMRiNGo5E33niD6tWrY7FYMJvNvPvuuyQmJrJ//37MZrPY4bd06VKWLVtGuXLliImJYcuWLU7j/+mnn+im02ELCXH7PBw5coR69eohCAKDBw+mbdu2aDQa2rZtS5MmTfj4449ZsWIFarWasWPHur2XhTFx4kRmOby4XrPk2LlzZxcvrsaNGzt1Wf034t8NcgIEQUh+8btOEITzgiDECYIwRRCEYS+WDxMEYfKL3+MEQfjxReASIQjCPwRBkL1Y950gCBUFQZAIgvCFIAh1XyzvKQjCwhe/txQEYR1/BlIXX/xrfPG78VXj9QQ5Hnjw92H27NkiITc9Pd1p3aJFi0Q38m7duiGTyf6yK2PcuHGYzWZiYmJQKBS0k8lcOrBQqxnzomNr2LBh4gRXVPbhtlZLUlIS3t7edOjQgby8POx2O8uXL8fLy4uoqCgOHz6M3W7nl19+oZ/FUmDT8FKGyf5igjh9+jShoaFIJBJ69+7tpCJ769Ytpk+fTlBQEO1lMhffpMJv7v3790cQBGbMmMHdu3fFFnSDwYAgCAQFBVGqVCnUajWHDx8mICCAFStWYLfbyczMpESJEjx69Igvv/ySYsWK0apVK5f7OXXqVDEz5Q65ubk0adJEPF7NmjUxGo0FXJzXKK1cvnyZyZMnExERQYUKFdBqtTx+/Jhz586hUqlEx+24uDgnzywHbDYbbdu2pUGDBmL2Y/z48VStWvWVJZITJ05gMpnQaDSULFmSuXPn8uTJE3x8fKhcuTKCUODS7lBv9vLyIiMjg2nTpjFu3Dji4uKQSCRUr16d3r17i99F+fLlKV26tLi/TqdDp9ORlZXFF198IY5pyJAhDBo0SDTNdNiSQEHgv2PHDmJiYmjatKlI+O7YsaOYfSp8/atXr6ZcuXJotVqaNGnC2rVrUSgUVKxYUVQ0Tk9PZ8+ePbRt25Z+/fqhVquLtNtw4OmSJS4aQX9VclywYAGdOnVyWtazZ09mz579ynP9p+NvLVcJgrBFEISaL7I0AfwZCJ3jzyzO8ELb73wR2AQIgnC20PJWgiAsKrzNi9/lgiDceREIidu8WLdIEIRWrxqfJ8jxwIO/B5cuXcJsNvPLL7+Qm5vrQrYdMmSIyEOpV68ePoW8f9whJycHo9HI+++/T2xsLAcPHiyyBHVZIuGzzz6jefPmLFy4sOAAbvgdjwWBRVWqIJPJqFOnDna7nfv379O4cWOx9FBYYG737t1FdsFcf5HNiYmJISgoiLVr15KWlkZwcDDdunUjPT0dg8FAmzZtOHr0KNcUCrfHeR4YSJ8+fcTsgkO3Z+bMmWg0GnF5tWrVWLNmDRKJBIvFwujRo8nJyWHo0KFIJBInLsaiRYtcAplff/2VxMRE5HI5H330UZH3/dmzZ6InUt++fQtKPUXo1xzp18/tMfLy8liyZAlKpZKaNWvy/PlzsrKyUCgU7N+/n4oVKxYQwwshNzeXVq1aUblyZbHMef78ecxm82sZRR44cAAfHx8EocBWoVGjRigUCjQajYuY4MGDB2nRogUpKSlUqFCBatWqERgYiEwmw2QyUaZMGdLT0/H39xczPh999BGnT592KT39/vvvdO/eHYlEgk6nE5+Dl5GTk0OvXr2Ijo7m9OnTIlcJCoQimzZtislkQi6X07RpU6dS78vnTElJYe/evWKnV8WKFV2kCFzwL3CAvv/+e0qWLOm0rH///kydOvXV5/oPx98W5AiCEC4IwhVBEPSCINx/ad29F//OFQShbaHlHwqC0FQQhBRBEHYXWp4uCMLnL34/LQhCcKF1/xAEwSIIwmBBEEYUWv6uIAiD3YyrqyAIRwVBOOrohvDAAw/+PbRu3dpJubhPnz5OqseNGzdm3bp1AFSsWJGQkJBXHq9OnTqkpaXx9OlT1Go1jx49emUJ6sqVKxiNRv74448/D/Ki/GWXSHhoMtH6RSlKqVRy/vx5rl+/TmJiIt27d+eLL76gdOnSTmOYMWNG0aUaiQR/f3+kUiklSpQQTSxTUlJQq9Uuqr62Io5jK1Q++fDDD0U9lZ49e4pu0FqtluDgYCpWrCiW2YoVK4aXlxfh4eEIgkCjRo3EyfC3335DqVSSn59Pfn4+M2bMQKPRkJGRgU6nK9Kzym6307x5c2QvrDCcyokvlRIvjh9PUFAQQ4cOddWAeYHPP/8cb29v0tPTSU5OJjs7m6ioKBo2bEjPnj3F7c6fP09KSgpNmjRxyoQ1b978tQmz9+7dE++jTCbDz8+PVq1a0bhxY6dW9qLw9OlTQkNDGTNmDKVLlxbtEvr27cuePXs4ffo058+f59ixY2zevJmxY8dSrVq1An+rjh2Ry+UMGDCAx48fo9FoivSFmjNnDmazmbi4OOrXr4/VakWtVtO8eXO+/PJLunTpIma8ikJ6ejq9e/cmKysLKPi+NRrNqwUE/4VurtzcXLy9vZ0CLk8m589AQisIwg+CIGS9+FxUkDPPTZDTRBCEsm6CnK0vfv/JTZBjFgRhiJsgZ9CrxunJ5Hjgwb+PixcvYjabnbIJjsyOQ5JeEARq1KjBw4cPiY6ORqvVFqnVMnnyZIxGo0iUTE9PZ/v27UWXoDQaqlWrRqtWrTh27BiHDh1iy5YtTJ48mQYNGuDj40OtWrWQSqV07NgRPz8//vjjDxISEhgzZgx2u50uXbq48IgyMzMLODRuzpkfHIwgCISFhVG8eHGUSiXLly8HYPv27fj6+nL8+HHxWEVlcp74+iIIghgQXr16la5du4qO2BKJBEEQRCsBQRAIDQ3FYrHQs2dP+vTpQ8WKFRFeBHAO00i9Xs+nn35KyZIl8fPzEwOWChUquLWhgIJAVC6Xs2vXLrZv306xYsWKDGCgoBzXsGFDoqOj2bhxo1uCbaNGjShVqhQymYy5c+cil8vp2bMnDRs25M6dO7z99tuYzWZmzZrlxFn5xz/+gcVi4dGjR0We34H169ej1+uRy+VMnDiRfv36oVAoaN26NUeOHMHLy8upE68oTJgwgUEBAVyWSLAJAvcMBhZWrkxaWhpxcXFERUWRlJRE/fr1GTJkCFu3bhUDWaVSSVxcHHl5ecTFxbmQc202G2vXrqVq1arI5XIkEgnt27dn586dTkHntWvXUKvVTs+Ou3tqNBqdSMGdOnWiYsWKRV/cv9jNlZKSwoEDB8TPhV9W/lvxbwc5giAoXpSUBhZa5ilXeeDB/08xatQo+vbt67J82LBhNG/eHJvNJr5l//bbb7z//vv4+fmh0+l46623nCbHjz76CI1G46RhMn369AJugJuySb5KxaIqVUShsqSkJMqXL0+9evXo168fa9euFSe4oKAgwsLCyMrKom7duvTt21ecWAVBoEmTJuI5//jjD/R6PY8/+MBtqeb2C/FBBzIzM+ndu7f4ed26dYSGhnL37l1sNhudVCoXcb48pZJWL+5Lx44dxbf8oUOHcuvWLS5evEhUVBRNmjTh9OnTxMbGolKp6N+/P7GxsXh7e4tZpJIlS7Jo0SJCQkJo3749wS+CMIlEQlhYGCVLliQtLY0SJUoQGhpKjx49GDp0KBMmTGD69OmUKlUKqVTKyJEj+eKLL9i3bx/ly5ena9euTJ48mezsbOrXr8/9+/ddvudt27ZRtmxZoqOjGTt2LMeOHXPKKmk0Gry9vcVnoHXr1litVoxGI9nZ2U5lTQfGjBnjdD/dIS8vj8aNG6NWqwkKCuKDDz4Q10VERNC4cWP0ej1ms5kSJUqwf/9+rl27xpMnT3j8+DFXr15l3759TJ06lVq1atHZy8st5+uvCLoAYWFhxMXFMXXqVGrUqEHv3r25e/cuS5cupXz58uj1evz8/Ojbty8VKlSgRo0aRTqx9+3bF7dz04tsmk0QCoLmQuN68OABKpXKreGmuG8R7fmvQvfu3Zk5c6b42dNdVRBsrBAE4f2Xlk8VnInHU178Hi84E48vCn8Sj78XBKGC8CfxuN6L5b0EZ+LxJy9+NwmC8KtQQDo2vvjd9KrxeoIcDzz491GyZEkOHTrksvzJkyfEx8czZcoUBEEgISEBm83Gr7/+ip+fH7t27SIiIoKgoCBatGiByWQSJ8LConc3btzAaDT+yQ95UYL6VRD4rn9/wsLCRPXhVyE9PV0kCFeoUEFszX327BmCIDhpxUyfPr1AIwZcSjVTSpVy6TAZOHCgi7LxgAEDaN68Oc2aNUMQBN4OD+eB0YhdIuG2RsOo6GjxesuVK0eZMmVcWqu3b99OQEAAJ06cwGKx/EmspkD52WKxMGrUKLE88ujRI7p160ZkZCRbtmzhq6++Yt26dcybN48xY8bQo0cPVCoVNWvWJCMjQyQzC0JBy3pUVBShoaEEBgZiNBpRKBSUK1eOZs2aYbVaizTqtNvtHDp0iN69exMTE4NWq6VUqVIkJCSI1+jocpLL5fj7+zspB7+MMmXKsG/fviLXr1mzBpVKRVxcHBkZGbRv394pExQYGMiVK1d4+PChaGQZFBSEn58fXl5eeHt74+/vT6VKlejRowfr168v6HT6F7IdUNDiX6tWLdFSxGKxiAHmsGHDOH78uDi+hIQEvv32W8LCwkTT2cKYPXs2ZrPZeeFrBCnR0dF/ctLcYdUqbnp7v7ZvFxQIZbZv3x6AmzdvenRyBEFIe/FAnxQE4cSLn3ovyklfCQWt3V8VDj4EQXjnRcnpnPCig+rF8hShgH/zD6GAu+NoIfcSBGG9UNBC/p0gCJGF9un8YvkFQRA6/dV4PUGOBx78e7hz5w56vb7ITqmff/4Zo9FIiRIlnJZHR0fz3Xff8fz5c6ZPn84bb7zBxx9/zPXr1+nQoQMajUZ0LIcCQT2HEJ4DKpUKPz8/l+WF8fjxY7799lu2bNmC1WpFoVBgNpudCMaOSd4xCT169IjAwECOHTvm9pgzZsxwEZibN2+ek63DlStXCAwMFMtNL/P/Ll68KE7+giBQtmxZBg4cSGZmJsnJycTExJCUlES1atWQSqXExMRQsmRJF47K5cuXadq0Kf7+/owfP17swFm6dCn+/v5u37rHjh1LamoqLVq0EF20Fy1a5LKd3W4nIiJCvA+dOnUiNTW1yHvtwLNnzxg6dCjh4eHI5XIiIyMZOHAgvr6+6HQ62rRpg5+fX5H7P3z4EI1G41Iqe/DgAYMHDyY4OBiDwcD48eNp0KABdevWdeEZhYaGOukGOewXXsUneR0V4mfPntG/f3+Sk5PFbJVD1drLy4vq1aujVCqZNm1akSrDYWFhXLx4kbVr11KuXDmn4GzBggUIgsDKlStf3ukvA7ABAwa4JT0XRps2bV5JPH8ZBw8epGzZsoBH8fi/8scT5Hjgwb+Hffv2UalSpVdu069fP7y8vJz8gkaNGsXSGjWK1O2YNm0aWq2WPXv2sGPHDgYOHIhKpSI1NZUqVapQtWpVhBck09q1a9OxY0dsNhu//fYb+/fvZ+XKlYwZMwZBEDCbzdSrV4+UlBRUKhVdu3Z1Gl9cXJwT6Xjw4MG0a9euyOu5cuUKJpNJzJ589dVXdO/e3SmQ+cc//oFUKmXGjBmYzWa3yrpWq1VsEQ8LC2Ps2LFs3LiR7777jp9++oljx46xbt06tFotMpkMiURCamoqW7duddGMOXnyJF27dsVkMpGUlESPHj3o0KEDRqORBQsWsGzZMsaMGUPTpk3x9fVFpVLRtm1bVq1aRZkyZYqckPv27SsGVo4usMIBYmFcunSJ2rVro9PpiI+PZ/DgwZhMJi5dugTAxx9/jFqtpkKFCkil0iIzAkePHiUpKUn8fOvWLerUqYO3tzcpKSmsWbOGH3/8kVKlStGmTRvnAKdQSSfX39/pmdqxYwdarbbIbq1bL2dKXgokVq5ciV6vJykpiZCQENLS0khMTMTLy4t27dqJZq9xcXH4+PiI/KiXER0dzdmzZ8nPz6d48eJO2zVp0kQMfB3iifB6AdiNGzf+0pesZcuWrHqNDI4Dx44dIz4+HrvdTrly5diyZctr7/ufCk+Q44EHHrw2VqxY8Zftqx06dGDEiBGiw/Hjx4/5Y+7cV+p2HDp0iLi4OARBIDk5ma5du1K6dGk0Go0YGMhkMpRKpdjqK5VK8fX1pUKFCrRs2ZLhw4eLIm/379/HZDIhlUr56KOPsNvtZGdns3PnTpo0acLq1asB2LVrF4GBgW6Jqk+ePBGDizfeeIN58+aRn58vluIKZ5SeP3+OTCbj559/RiqVsn//fnHdjRs3aNOmDQqFAi8vL3FSy83N5fDhw8yePZsmTZoQEBCAUqlErVYjk8nIyMhg9erVIu/ohx9+cBnj8+fPOXz4MO+//z69evViWEgIV6RS7EKBQvH+7t25dOkSx48fx2KxkJiY6CIcWBjr168XRfyePXtGYGAgo0ePdrttaGgo1atX5/vvv+fmzZtERUW5TKjffPMNMpkMqVTKzp07XY5x6tQp+vXrR2pqKtu2baNFixZoNBrkcjlGo1G8dqPRyIABAxg5ciSNGjUiKSmJvhYLT14KBvJVKmyFSmzNmzd3cYuHguxdtrd3kVpG9+7dw9fXl/fffx+73c6mTZvw9/cnOzubwYMH07x5cypWrEhCQgIKhYISJUrg7e1Nw4YNXYxNy5cvL5J5J0+eTJcuXcR1e/bsoWTJkuJ3funSJfr06VOkfILtpS7F8PBw1yxQIdSoUYNly5bxwQcf0LlzZ9LT04mLi6NYsWIiqXrw4MF89tlnPH78mP3791OpUiV2795N8eLF/+tLVeAJcjzwwIN/AvPmzaN79+6v3CY+Pp733nuPP/74g9atWxMaGsojs9ntH+3ngYHUqVOH8PBwZs+eTdeuXREEAaPRSKtWrTCbzXh5ebF161ZOnDhBQkICUDB5du/eHR8fH95++20Xb6SBAwdSs2ZNihUrRrly5Rg+fLgYXDRp0oSlS5dy8uRJrFYru3fv5ujRo2zYsIEjR45w69YtcnJyxHbxDRs2cOjQIQIDA3nw4AEmk8mpA8UBi8VCkyZNSElJEbunduzYgZ+fH2+++abYQeVQK1YoFFgsFpKSkujQoQObN2/m2bNnjB8/HkEoUCp+9uwZNpuNpUuXYrVamTJlSpEGm6xahf0VPI45c+YglUrdBksOnDp1itjYWPHzlClTiI+Pd7tt48aNycrK4ubNm5QqVcqlW82BDh06oFKpMJvN1KxZk8WLF9OzZ09CQkJEroxSqSQgIICsrCy+/PJLPvvsMzIzM/H29hbLi5GRkQwdOpRPPvmEH374ocAGws0z9ZtMxsiRI7lz5w7nzp3D29vbyfAV/rTeuDN7NlekUpBIyAsKEu9VhQoViI+PJy8vj99++41BgwZhtVpJTk5m8ODBrFq1igMHDvDll19iMBj44osvGDdunKi/ExkZydKlS3n+/Dlt27YVM3u//PILgYGBrF27lhIlSqDX6+nZsycPHz7Ex8cHs9lM+/btebRokQsnJ0cmY33jxk7X0alTJ+rVq+dyz/Py8lizZg1KpRKTyUS7du1YsGABX3/9NadPn+bcuXMcO3aMLVu2MG7cODIyMjAYDGRmZorE9v92pWMHPEGOBx548NpYuHCh05voy3j+/DmC4Kyyu2/fvlfqxkybNo3nz59z+fJlypYtKxJz/fz8GDt2LBkZGTRu3JjVq1cTEBBAZmYmUVFRYlZEKpUik8koU6YMw4YNY/bs2fj5+dG1a1fGjRsndh5FRESIgU54eDharVZ8AzcajURERGC1WsXj+vj4MGTIEKxWK/7+/pQrV44uXbqQlJTE+++/73LtsbGxaDQatmzZQkpKCosXL8bf35+9e/dSp04dBEHA39+fzMxM5s2bV2Sbc+PGjfH19SUsLIykpCSx3HL58mVSUlLIzs52z4n6Cx7HzJkzycjIwNfXl61bt7rsbrPZuHXrFmazmUuXLtG+fXvRiPLNN9+kadOmVKlShaSkJIoVK4bVahWDjxEjRhQZfH3++efodDqaN29OfHw8MpkMmUyG1WqlZs2apKWlERoaSuPGjSldujRarZYyZcpQu3ZtDAYDbdu2RaVSuZpfFlHSsUskvPnmm6Jrfc2aNf8klb/A0KFDGTNmDEeOHEGr1YrX6eAqTZs2jZCQEIYNG4bRaGTgwIH88ssvLte2ePFiJ96K3W5n27ZtJCQkoFQqMRgM1K5dm5YtW2Kz2bDb7aKacr9+/VixYgWdOnXCaDRisVicx/kSAf7OrFn4+vo6EebPnz+Pl5eXU+v93r17iY+PJyUlBZ1O90pZgMK4efMm/fv3RyKREBQU9Fpt+P8N8AQ5HnjgwWtj7dq1oiiZO/zwww8IguCiOlvUBHxVLic5OZno6GhkMhmCINCuXTs2bdpEbm4u+fn5rFy5EqPRKE6M69ev5+zZszx+/Bi73c7Tp0+ZOHEi3t7eREREiHL+FouFbdu28d577zmRfh0/3t7eDB482Mk5HRBNIwt3pcyaNUuc1AVBoEyZMsycOZMNGzbw888/8/TpUwwGA5UqVSI3Nxe5XE5ISAjnz5/n1KlTBAQEYDabnVrl3eHTTz/F19eXmjVrkpeXR926dfHx8RE9sh49ekT16tXp0qWLa1DxFzyOrKwsVq9ezYEDBwgNDaVLly5MmjSJlJQU0eXaoboslUpRq9VYrVYSExPJzMwkOzubESNGMGfOHFatWkX79u3x8fEpsgPLgQcPHjiV6U6ePEl+fj4///wzW7du5e2336ZYsWJ88sknfPfdd5w5c4YKFSpQq1YtLly4wMyZM4mLi3M98F8EdWfPnqVq1aqUKlUKrVbrFBi+8cYbhIWFoVAo0Ol0rF+/nlGjRomKv8ePH0cikVClShVnC4WXAo8xMTF8+umnbq/7+PHjNG3aFKVSiUQiQalUYjabxdJrSEgIDRo04P333+fq1atMmzaNuLg4vv76a1asWMGCBQtYunQpn332GWfPnsVms/Hpp58SGhoqBr55eXl4e3uzZs0a8vPzGTZsGIGBgWzYsIFFixbRvHnzV343L2POnDnIZDK6du1KYGCg226w/zZ4ghwPPPDgtXH06FGnrqKX4UjHP3z4kFWrVjFp0iRycnLctsTmqVT8OmECMS+8qBw/jrdShwuzgwDZpEkTVCoVLVu2FDs/NBqN0wT68o9KpaJYsWJOgY3jd6VSKXYniXAzzqdSKR2VSipWrEiZMmXEYKBbt240bNiQsLAwVCoVRqORxMREDh48iFQqLRA0pKALZsSIEdSrV48ePXoUee++/vprLBYLCxYsoGrVquLyadOmoVarGT9+PDabjYcPH1K6dGnXbNJfTPqFRevu3r2L2WxGKpWSmprKypUr+cc//sHRo0exWCzOxORCE3t+cDCft25NcHAwDRo04OLFi69+YMShhbFnzx6USqXYyu/AtWvXsFgs2O12Tp8+TXBwMJMmTRLHcPz4cdRqtUvJyd13lSOTOZGP8/PzGTlyJHK5nIEDB4rLy5Yti0wmY8qUKWL25MqVK3h5eYncMD8/P7799ttXnu+JRELeC1FIBy5fvkx2djZeXl5otVpUKhUajYbExESOHj2KIAhkZmaK2584cYIBAwYQFhaGIAhUrlyZ1q1b06VLFzp06EDdunWJiIjAZDLRrFkzOnToQGhoKJ06dcJgMGC1WtmxYweNGjWievXqYgYmNTWVTZs2vdb3AwUBtsViwWQyAfDll19itVpF/tp/KzxBjgceePDayMnJQavV8vDhQ7fr7Xa7mAkQBAG9Xo/RaCxYuWoVD00mbILAfR8feuj1lCtXzikocQi8zZkzB19fXxYuXCiWmwShwFFcqVQiCAJxcXF07dqV27dvs2PHDnx8fESScuEfrVaLTqfDodnicDp3tHI7oYhAoTDhc9u2bchkMoxGI4cPH6Zt27ZUrFiRpk2biscNCAgQtYTCwsI4deoUU6ZMITk52Uk234G1a9fi6+vLnj17OHPmDNHR0U7rv/vuO3x9falduzb37t3jH//4B76+vpw6derPjdxMwjYvL3HS9/Hx4e7du0CBLUdkZCQ//vgj/fr1w9fXl6SkJFq0aEFwcDDbt29n3759/Dh0KHlKpdMxc2Uy/vEaTtiFkZqayt69ewkMDHTxQrLb7QQHB7N7924CAwNdyMuXLl0iKCiI8PBwoqOj8fX1RavVYrFYGBQQUKAFIwjk+PnRXa/nyJEjPHnyxClz06ZNG+RyuShEGB8fj06no1mzZk7id82aNUOtVrNkyRLXi3hFEGm32zlw4ADNmjXDy8uL1NRUMUM4efJklEolVquVatWqUb16dXQ6HT/88AM1a9YkKCiId999l+PHj6NUKp2CudzcXFFZfM+ePdSpUweFQoFEIhGzhZ07dxb5UY7S1KFDhwgPDycvL49Hjx65BJaFYbPZmDBhAgEBAezduxe9Xi+uO336NAEBAUVmq/4b4AlyPPDAg38KGRkZr/yjt3v3bgRBYOPGjRw/flx8Mzxz5gwWi4Vz585x4sQJMSDo168fkydP5ty5c9jtdgYPHkxcXBw7d+6kRIkSYsbFx8eH5s2b8/DhQ3755RcmT55MSkqKWOYyGo1Uq1YNiUQiklUFQaB69epUqlRJ/GwymcjKyhI/R0REiB0xRbXu2iUSp8n35MmTqFQqHPyjx48fk5+fT//+/VEqlchkMrKysjh79ix+fn7Y7Xb27t0rnjMuLo6bN29y7949unbtSmRkpCjt/+zZM7y9vV3I1I8ePSIhIYHw8HBsNhtz586latWqzmWrQlmX21otXxRqjVcoFOTk5LBq1Sq0Wi3nz58X1z1//pxDhw7RvHlzIiIiqFWrFmlpafz+cveR436EhnL8+HGWL1/OkCFDyMrKokKFCqKBaWRkJKVLl6ZKlSo0bdqUsLAwGjRoQJMmTVAoFCxZssRJrbd9+/b4+/szZ86cgu/Bbmf79u1UrlwZpVIpltMEQaBFixZcvXqVK1eucPLkST755BP69etHWFgYRqMRlUolBrOOrriDBw8ik8lISEggNzeXMmXKYLFY8PX1FVvkb9y4QUBAgFu+EvBKDlBkZCQGg6HI7FafPn2QSqWkpKQQHR2NUqlEr9ezcOFCp5Z4Pz8/vvnmG3bu3EmbNm1Qq9WEhYURERGBVqulfPnyLF++nH379hEdHS16bqWmpooBjs1mo2zZsrRr1058iUhISODMmTNcunSJmzdv8uuvvxIVFUWxYsXQarUYDAaR+yYIgtPYf/jhBywWCydPnnR/X/7D4QlyPPDAg38KH3zwAY1f6vJ4GdHR0VSrVo1Lly7h7e3NkSNHyMjIYNasWRw+fJjAwECxdJSZmYnVamXcuHEMHDiQ5ORkLl68KJaZHN0qhQUGf//9d4YPHy52KC1YsIBNmzYxbNgwVCoV8fHxTtmcPXv2OH02Go00b96csWPHIpPJkMvlhIeHc8ndm7pQ4Hyu0WjYunUrubm5pKWlIQgCQUFBCIJAsWLFxIAuNTUVi8VC9erVCQ4OJiIigkaNGlGyZEmMRiMBAQHodDqkUikqlYr69etz69Ytp/uXmprKj0OHuugKxcbG0qpVK6CgFBMdHe0kolgY8+bNcyKJ63Q6fvnlFwwGg9hq/zI6derEvHnz/lzwCpNUvV5P8eLFqVmzJl27dmXSpEksWbKEwYMHEx8fL3b2OHSB/Pz8xIA0MDAQHx8fkpKSmDp1KvXr18dgMGCz2Thz5gxVq1alRIkSREZGEhUVxb1799i2bRs7duwQn4l+/frx8OFD1qxZQ506dVAqlfj6+uLt7Y1Wq+X999/nzTffJC4uTgxIHV1tjnE4tI7sdjt169bl3XffLfqhLiKTc1kiYfLkyUVqDxX+TqVSqegs784w2kG8t1qtNGjQgD179lCtWjVmz57tQja32Wx07txZLMMOGjSIU6dOUatWLSQSCVFRUbz11lv0798ftVqN0WhEp9Ph5eUlkr/1ej1ZWVkMGzaMvn37kp2djSAILpmf5cuXk5CQ8MqM0H8qPEGOBx548E/h4cOHWCwWp0zAy7h37x4REREsXbpUzNb4+fk5BR8XLlxgwYIFPH/+nJ9++okaNWoglUopU6aM6LatUqlYs2YNJpMJuVxOp06dSEtLQ6vV4u3tTb9+/Zwml7i4ONRqNd99951oK1DUj0KhQC6XEx0dLU4+70ZF8fwlc83HgsBnLVsyYcIEMaugVCpFvsORI0ewWCwIgoCvr6/oHu7n54dGo0GpVDJr1ixWrVrFhAkTqFu3LlqtVnwT9/X1xWKxMGDAAJFQurl5c3Jf8r5CrWZ+Who6nU7MNixYsKBIIvj27dudrCeioqIIDAx0qxsDBRkki8XipBxc1MRuf2mCttlsfPDBBwQGBlK3bl02btxITk4OixcvFu+3wWBg+vTprF+/nsOHD5Ofn8+ePXt44403cBDF+/Tpg8ViYeLEiZQtW1Y0wSyMhQsXMn/+fJRKJSqVSuSnODIoDx48ICoqCoPBQL9+/cjLy+PatWtUq1YNs9mM0WgkKyuLgIAAURF506ZNxMXFvXoSX7WqoPxX6D48EQRy3Ag/usOtW7fEZ9JRcnNyfqegHPyqFv+X73lSUpJoGNu8eXOsVisSiQS9Xs/YsWNFYcg5c+bw1ltvUbduXfR6PRUrVmThwoUu7ul2ux1vb28Xo1S73U6tWrWYMWPGa43tPwmeIMcDDzzgzp074mRU2O24KIwdO5amTZu+cpvTp0+/Msg4d+6c0/mtVit79uxh5syZNGzYUJwMSpQogUqlIjY2FqVSycyZM/H19XVbMmvcuLFIJPX19aV79+5uz+3gp/z666+0atVK5BBpNBoGBwZyz2DAJghcEgSGBAWJAVGxYsUIDQ118WEaP348EolEtHVwHMvxWSaTUbJkSdq1a8fSpUtFbszp06eJiIggIiJCVDAeOXJkkRowhIVRq1YtwsPDgYJgUq/XOznCO/DNN984qVOHh4djMBjcmm7m5OQwcOBAfHx8iIyM5NGjR8ycOZOePj6vFHGEAsJueno6lSpVcnl2fvzxR7p16yaWynr06EHt2rUZN24cq1atIjc3l+bNmzN8+HCRe5WdnS0qJRdlH2Kz2ZgyZUqRxOebN29SsmRJgoODqVevHk+fPuXu3bt4eXkxePBgUYDv2bNn2O12kpKSii5TvcDevXvprtfzyGzGLpFwRSrls5da04tCTk4O5cqVo0ePHmKArdVqSU9Pf6393WHDhg2ULVuWo0ePolKp8PHxwWg00qZNGwRBYNiwYXTt2pX27dvTs2dPJk6cyMaNG12yhi8jNDRUVK0ujJMnT+Lv7+8SGP2nwxPkeODB/3E8ePBAVBFu3bq1SKh9FZ4+fUpkZORfGmWWLl3aKbho3Lgxly5dcqnv9+zZk969e/Pjjz8ikUjw8fFBKpXyxx9/ULx4cTZu3Mjt27dRKpUEBwfz8ccfuz3fwIEDqV27NgBt27bFaDQiCAKtWrVyGkdISAj5+flcv35d5EE4BOpCQkKoUaMGGRkZBAUFiW3ijvbdnj17FnSMFYKjMyY2NpZ33nlHzK6899579O/fnwYNGjBo0CC3Y37y5Alt27bFYDCwYMECGjVqVKSuEBIJOp2O3r17i1yc6tWrs23bNpfj7tu3T/Q2unjxInK5nDZt2jhtc/z4cQICApDL5cjlcmrUqEFMTAxSqZTAwEA+/PBD8j76qEg7ju+//56AgACnbqiX8c0335CSkiJ+J4IgUKlSJQwGAz179sTHx4dx48ZRrFgxkSA+fPhwt8f6Z/DgwQMaNmyIj48PVatWJS8vj8TERAYMGIAgCKjVah49esTevXuJi4srUufn6dOnvPPOO/j7+/Ppp58yY8YMkX/zuujTpw9ZWVnMnz+fN954QwyI/x2H76pVq/LJJ59gs9nEMpQjI/bveE7FxsYWaeVRt27df8oL6z8BniDHAw/+j6Nu3bri5D9o0CCMRiPjxo37y/0OHTqE1Wp1K5JWGBs3bqRy5cpFrr927RpGo5Hbt28zYMAAoqKiEASBGjVq0KpVKzp16gQUdKkYDAYGDx5c5LG6dOlCZmYmjx8/FjV74uLiqF27Nrdu3SI3N5e8vDzKly/PJ598QqtWrcQJtWXLltSpU4devXqJxp4v8ybu379PkyZNSE1NFbMx//jHP0Q7hvXr1xMbG0v58uVJTU1lyJAhdOzYUcxUOcjFTnA4rb/gd8ytWJEHRqP7ICcsjC+//FL057p79y4jRoxwyyXZtGkTb7zxBgC9e/dGpVJRvHhxp8k8MzOTzMxMZsyYQVpaGna7nT/++INNmzYVmUVx4OjRo/j6+v6lv9HgwYN5++23gYJuoYCAAObMmcPx48dRKBREREQgl8vx8vIiJSUFs9mMyWRy8j77V2G321m0aBEKhYKSJUsybtw4FAoF0dHRJCYmsmTJErp27crkyZNd9n306BFz584lNDSU5s2bM378eHQ6HcWLF/+nJvpvv/2WgIAA7t69S9myZXn77bfFTsCgoCC++OKLf/q6rl69islk4saNG2RmZiIIArNmzUIqlYou4v8qkpOT+f77792uW7t2rZPH1n8DPEGOBx78H4YjEPjmm29Eom+pUqXcpqvd4YMPPiAyMlJszXWHt956i7GvaDkeP3483bt3d3LqViqVLK5WjetKpSjKN7VUKbdu1YXRt29fvL29kcvlTqWisLAwEhMTSUtLo27duowaNYpy5coRGBgodjE5VG8FQeCNN94gOjrareqrzWZjwIABJCcn88svvxAREUGJEiVQKBQEBQUhl8tp1aoVHTt2FDkj+fn5LFiwQMwyiShCe2WFTsfzl1q3C5eJHjx4QEpKClarlZEjR7oo+kJBUNi/f38AgoODGTx4MMWKFePgwYPiNv3796dixYpYLBbndvS/wNWrVwkICPjLTJ7D/+r06dM8fPiQQ4cOkZGRgeNvsaNM2K1bNzE7dvjwYYxGIwaDQWzD/3dx7tw5dDodKpUKiURC6dKlSUhIICIigpCQEA4fPszVq1c5ePAg8+fPp2nTphgMBho1asShQ4fo2LEjZrP5L6/XHdLT01m2bBlfffUV0dHRhISEMGbMGPr160eHDh2IioqiRo0a7Ny587W9ombPnk1cXBy+vr507dpVbEl3dK85CRj+k6hQoYLTM1IY9+7dQ6vVurjA/yfDE+R44MH/Ydjtdnr06EHFihUpXrw4kyZN+qePMWPGDEJCQjh27Jjb9Y0aNXqlD05CQgIHDhwgPz+frKws1Go1HZVKnkqlzpO/IPBWcPArx7J69WpiYmKw2+20aNFClMtfs2YN8+bNY8yYMcTGxtKpUycUCgWjRo0C4ODBg2g0GhYvXkxUVBQ2m43k5OQiJzW73c6bb76J0Whk5MiR9OrVC29vb7Kzs51KLV9//TUSiYSyZcty8eJFgoKCnEt1RRB7b2s0dPby4o5Wi00QuKPVYnfjJj18+HBUKhXR0dEu5aKsrCwWLFhAZmYmarWazZs3M3fuXCchukOHDolBhgO3bt1i165dLFy4kMmTJ/Pee+8xb948tm/fztWrV7HZbFSpUoXx48e/8ru4fv062dnZBAQEEBAQgEKhwGq1Eh8fz/IXAnpKpRIvLy+XUtHevXsxGAyYzWa3HKKXlYdxc28K4/bt2yQkJGAwGMjKysJkMuHl5SWWeLRarWjd0alTJ5YtWyZyV0aOHClmTf7ZMXz77bdERESQk5NDUlIS2dnZBAYGYrPZWLduHY0bN+bZs2csXbqU0qVLExgYSOfOnVmyZAnffPMNZ86c4ZdffuH48eNs3ryZsWPHUrVqVZRKJeXLl+fs2bMApKWlMWDAAHbv3o1SqaRWrVrs2LHDtYT4GmNOS0tj3759Rd7LhISE1yZH/yfAE+R44MH/cdhsNgYNGiRqlPwrWLt2LRaLRfShKozU1FS++eYbt/vdvHkTg8HAzZs32bt3L2PGjEEQBG6oVG4n/ytS6SvHsXv3boKDg1m+fDnx8fF069aN6Ohop66Q8ePHi/YFCQkJYhAwYsQIbty4gVwuJz8/n3Xr1lGlSpUizzVq1CgMBgMzZsxg+PDhSCQS/P39uXfvntN2ZcqUITk5GR8fH1q0aOHMzXmFFcOaNWvQaDSEh4djMplcOskcmDVrFgqFgtTUVLEr5tmzZxiNRrRaLfXr1+e7774TLTDCw8PZtWsX165dE+9Damoq48ePJzExEYPBQJUqVcjOzmbIkCEMGTKEbt26UbNmTcxmM35+fgQEBLi4bf/xxx9s3LiR7t27ExoaikqlQiaTUa1aNTZu3Ojy9n/+/HkxwHBHdv/pp5/w8fEhOjpa7DoD3Ga/XiZDO2C321m/fj3BwcEMGTKExMRENm3ahF6vR6FQsGzZMuRyeZGdgqNHj8ZgMLiWGV9zDN26dWPSpEmMHj2a6tWrYzKZRKHBEydOuJif/vzzz8ydO5f27dtTsWJFYmJiiIiIoGTJktSvX58hQ4awdetWatSoweeffy7ut3HjRgRBIDExUcxeCoLgTMx+zTHXqFHjlfYjTZo0+VtKif9b8AQ5Hnjgwd+CX375hZo1axIbG8uKFSvEslKZMmX47rvv3O6zY8cOqlevLrYRS6VSEhMTixTlswnCn6l4N2+lP//8M3q9HqvVyg8//ED//v0ZOnQoFotFnKjOnj2LQqHAZDKRkpJCz549ncoiOp2OCxcukJOTg8lkclvGuXTpEmazmb1792I2mxk8eDCCIDBhwgSXbadNm0bHjh15//33RTNQMRD8CyuG8+fPiy3ucXFxZGZmcufOHafjb9myRWzNd2QbNm7ciMViEVvI8/LyeOutt0QTUZPJhFqtFoXkjEYj3bt358CBA6/k4uTk5GCxWIiLi0Mul6NSqahcubKoixMaGkr9+vVZuXIl7du3f6WZ61tvvYVGoyE1NbVIntXly5fx8vLCYDDQp0+fgsDqL+4ZFHB/NmzYQPny5UlISBC1hFasWEG9evVo3bo1CoWClStXkpCQQHx8PH/88YfTuefMmYNer3dPDn6NMdjtdvz9/Vm4cCEBAQG89dZbREREiOuvXbuGv79/kffnVShbtqyTUSdAzZo1efvtt3ny5AmRkZFotVrnDNlrjBkKeFqfffZZkefu1q0b8+fP/5fG/f8CniDHAw88+Ntgt9vZuXMnGRkZmEwmOnToQPHixVm4cCG3b98mJyeHBw8ecOHCBbZt20bt2rUxGo2iVYMgCAV/YIv4g/ybTFZQ+nLzVmr39uaPFwaDFSpUAKB79+7MnTuXtWvXEhISwuXLl8nLy0MikZCVleVWYyYkJITQ0FDUajUSiYSkpCSXbXr27MmwYcOAAl6LyWRCpVK5JbDevn0bo9HItWvXOH36NBKJhLi4uALe02u8Xefk5JCWloZUKqVu3br4+/uzbNkyMRiZPXs2CoWCuXPnit+BQ+G5WLFilChRgpo1axIQEMDkyZPFVm21Wo1Go6FHjx6uvlBusGHDBvR6PRKJhLS0NEaOHElycjISiYTGjRs7lZXmzZtHbGysi95KYcTGxhIYGMj69euxWCxF8lEGDhxIjx49eOuttwgICCiy88wukTBt2jSaNGmCyWSiSpUqrF+/3um4jx8/xmAwiFmk8ePH06hRIwYMGED58uVFMvmWLVvQaDTs2bPH7ZiKCsIdZqhQEKBaLBYsFgv169fH29vb6Xi3bt0S1cD/WSQlJRVZHgYoVqyYaDYq4jXGDNC0aVPWrVtX5LF79uz5b2V9/7fhCXI88MCDvw0bN26kfv36pKWlieqtBoOBkJAQjEYjCoUCtVqN2WwmLCwMi8UilkwclgsbNmzgwYIFrkGMWs1Af/8Cf6sigqBfXxwnKCgIgKmlSvHE1xckEh4YjfSzWPjggw+QSCS0bNmSjIwMl2vYsWMH8+bN48yZM3Tq1AmtVvvnylWrsIWEYBME8oKDebpkCenp6cjlcnQ6HS1atHB7XwYNGkR2djYAFStWpFKlSuj1+oKA7jV4Erm5uej1etRqNdWqVSMtLY3IyEimTp1Kq1atSElJQaPRsGbNGrZs2SIaQzpk/Rs2bIhUKkWpVNKtWzd69uyJt7c3tWrV+ksSqc1mo1WrVmg0GuLj453sLRwcpuTkZNq0acOzZ89YtmwZgYGBrzTvvHXrFnq9Hl9fXwAsFgu7du1yu+1PP/1EYGAg+fn55Ofnk+Pn5/a7/93Liz59+rBy5UquXr1a5Llr167Npk2bxKAxIyODnJwcBg8eTGxsLKtXr0aj0Th1UNntdr799luGDBlCuXLluFxEwHDT25uZM2fy22+/8eabb4qZrqCgIBcy/6+//kpIIU80J/zFM1GpUqUiS8A5OTl4e3tTs2ZN5xWvmclp167dK7vHOnXqxOLFi4tc/58GT5DjgQce/C2w2+3ExcUxa9Ys9u7dy5dffikGL4IgoNPpKFeuHBaLhaZNmzJp0iQaNmyIWq0WO5tUKhXp6ekYDAYmJiTw2GLBLpEUcHRWrUIqlRIUFPTKclblypULuCurVvHkpe2eKRS0k8mQSCRkZGQQERHBnDlz2LFjh0sZCP7kOuTn57t3KJdIWFK9OpmZmSiVSte35xe4f/8+gYGBfP3117Ro0YI1a9Ywf/58tFotffv2fa1ulV69ejFgwADi4uIIDw/nk08+oXPnzkilUkJCQihfvjwKhUL0eapVqxbVqlXDIT7n+B6aN29O+fLl+e2332jQoAHVq1d38pEqjAsXLhAeHk5sbCwnTpxAo9E4ZWf2798vCsTVr1+f4sWLExYWJhJii8IXX3xB9erVUalUPHnyhCZNmrxSXDI2NvbPzEWPHq5ZiSI4Oe4wevRoBgwYINqKyGQyAgMDOXfuHBMmTEAikVC9enVyc3PJz89n+fLllChRgpiYGEaOHMnevXt5snixqxmqtzeH+/YlKysLuVyOt7c3derUoVu3bi7cGyjQMSos1ijiNbJ7LVq0cDEydaBly5bExsa6Klu/JienS5cuLFq0qMj7V716dXbu3PmKO/yfBU+Q44EH/8fg6OxYs2bN39oKOmHCBMqVK+dUHrDb7TRq1EicYL/44gsnzkfLli2dAiFH+3hYWBh16tShTJkyBAcHiwTga9euERoayl2dzm2Qc0UqZfr06QDkBQW53ebqC2l9Pz8/wsLC6N69O9WqVUOn05GcnMzUqVPFgOfQoUNIJJKCrMQr3oSXLVuG1Wr903HdDXbu3ElgYCBNmzZl6dKlQEFJIzQ0lMTERGc7hRe4e/cuX3/9NUuWLCE7O5uoqCixQ0qj0TBy5EjCwsI4ceIEq1atEmUAgoKCmD59Olu3bmXSpEksXbqUBw8e0L17d5KSkkSF5Ly8PEaMGEFAQAArV6504nB89NFHaLVaevXqRW5uLvv27aN8+fLi+idPnrBgwQIEQeCHH36gQoUKmM3m19JpmTNnDt27dycxMZEjR45w9uxZvLy83Co3A3Tt2pVZs2a5n6glkoLA5yXY7XZyc3O5d++e+JzfvHlTNL6USCQolUqkUimtWrXCx8cHPz8/mjVrRsOGDbFarQQFBVGuXDl2797tKhZYKNtiDw3l7MiRtGvXDpPJxIQJE6hfvz5eXl5Uq1YNvV7vEpTMnTtXzO454TUyLmPHjmXIkCEuu167dg21Ws2yZcvEkm1RYy4qa9inTx/ef/99131f3FNfX19nIvh/ODxBjgce/B/D0aNHEQSBKlWqEB4ezvLly/9S4fivsH37dgIDA53KBHfv3qVBgwZix4cgCE77PHv2DK1Wi0Ol1ZFtuH//PsuXLyc1NRWVSoXJZEKpVNK7d28eP36M2Wzm2KBBLpNdjlRKe5lMFDKzv4K7IZPJqFy5Mt7e3tSrV4+DPXuSHxyMXSLhqlxO6xfBllQqRS6Xc+bMmVfyMC5cuIDRaEQqlRZt1LhqFfd9fLAJQoHY34sJxmaz0aBBA3Q6HZs3b+b69etMmjSJ0qVLo9PpSE1NpUOHDvTo0QOFQkHnzp2pVq2aWOYzmUycO3eOLl26iEFO8+bNXU5/4MAB/Pz83E5Q3377LWXKlCExMZHly5ezcOFC1Go1GzZsELdZuHAh2dnZ/PzzzzRv3hyVSiV6dplMJhYvXsz9+/eJjo527b55aXL9tEkT+vfvT+PGjWnWrBnz5s3DYrHQrVs3Tpw44RJ8z5o1ix49erwyADhz5gwrV66kX79+lC1bVuygcpihKhQKJBIJWq0WnU5H//79ef/991EqlXzxxReMHj2adi9c2xcvXoyPjw9paWn4+PiQkpJC3759mT9/PuvXr+ezzz5j9erVTJo0idatWxMYGEiJEiV47733uHfvHps3byY4OFhUknaUZQujSZMmYiu9E16DO7N3717Kli0LFASbGzdupE+fPvj4+ODt7Y1arUYmkxEcHEzlypXp06cPGzdu5MmTJ+6fzUIYPHiwW24ZwKlTp0RLkf8WeIIcDzz4P4Z+/fohCAITJ05k9uzZCILwb8nAnz17Fl9fXw4cOCAuu3TpEjExMfTt25fc3FzKly/vUsoZOXIkkZGR4sSTlZXl0p3022+/0apVK9Ep3Em1t9DE+asg0OpFIHXz5k26dOlSpKP4XZ0OiURCzZo1mT17Nt90707Oy5o8Egm9X5CJFQoFGo2G6y+L8xWaYG02m+h0vWDBAm7cuMGNGzf+9Plxk4GweXk5vUnPnDkThUKBSqWic+fO7N2716Ud32q1cv36daDAqkGr1eLj44PDj8vLy4tBgwaJXBcHnj9/Tnx8POvXry/ye7Tb7Wzbto2kpCQcopAjRozgo48+4vPPP6dZs2ZERkaiUCgICAjAbDaTlJREUFAQEydOFI9z5MgR51Z6d4KHgkB7mYyEhARMJhPdu3cXLUD8/PzQarXUrVuXFStW8PTpUzZs2EDjxo1f6Yru4H9NnDiR/fv3s3fvXnr37o1er8fPz48WLVqwbt062rRpI7b7OzreCos0jhs3jqioKNFbLTc3l2+++YYpU6bQpUsXsrKyqF+/Pi1atGDw4MF8+OGHnD9/HrvdztatWylRooRozNq0aVPCw8ORSqVIpVKxI+rRo0fo9Xr3PlKvkcl5/vw5JpOJtm3b4uPjQ0ZGBsOGDUOpVFKqVCkmTpxIvXr1uHTpEl999RWTJ08mIyMDHx8fevTo8Uq+1IgRIxgzZozbdSNHjhQFJv9b4AlyPPDg/xiePXvG4cOHxdbZhISEf/lY9+/fJyYmxomIeP36dSIiIkRtmtzcXIoVK4ZerxfbdO/cuSM6jUskEnr16lXkOb755htCQ0MJCAggOjqapKQkF5NAh6Kww9QzNTWVYaGh2N1wEN4ODycoKAgfH5+CiayISeWR2UzLli2Ry+ViqcTu7e1yvN9nzOC9997Dy8tLVFn29fXFarWiUqnw9/fn95fcqx0/D4xG8vPz2bhxI1arlXbt2hEcHEx8fLzbiSguLo7Tp0+LZcDs7GyKFy9O8eLFkUqlqFQq5s2bJxK4HViyZAnVq1cv0p/JgTVr1qBWq1m1ahWbN29m5MiRtG7dmpIlSyKRSPDy8qJTp04sXbqUf/zjHwB07tyZJk2aOB2nc+fOvPPOOwUfiri/d3U68vPzCQsL4/Dhw+Tk5FC+fHnUajU3b97k448/pk6dOvj5+dG5c+eCQKSIY10SBHbu3IlKpWLSpElER0ej1WqpXLkyu3fvdhrbmDFj0Gq1HD58mAYNGqDRaJDJZPzxxx/MmTOH6OhoV+E/Csp3Pj4+LjyaH374QXQ1NxgMjB49mnv37hEdHY0gCEydOpVt27axadMm/P39OX/+PPPnzy/a++ovuDNPnz5l6NCheHl5UaFCBVFSISMjg8TERFq1aoVcLsdgMDB+/HinrNi1a9d4++23MZvNDB061K3Z5uTJk9229Ofm5hIUFOTemuQ/GJ4gxwMP/o/i2bNnbNq06V+ur9tsNurXr0/v3r2djlm2bFnGjRvHTz/9xIYNGyhXrhxNmzala9euYjDTqVMnMcCxWCyMGDGiyPPcvHkTiUTCnDlzxE6f1q1bu0zYp06dEjuIQkJCCiY3NxyEjh07EhMTg8FgKDjGK8oD06ZNo0GDBoSGhjJr1iyeLF5c0FkjkfDUamX8C2n9nj17EhAQQJkyZYiPj6dt27bY7Xbsdju//fbbK4nSVqvVKRNms9lo1KgROp3OxWm9ZMmSnDhxghEjRqDX6wkMDGTdunUsXboUo9HI999/L2rmTJs2DSjI0MTExBTZDl34Pr9corp06RLp6emYzWaaNGkiKkQXxoIFC4iLi3NaduHCBcxmMw8fPiyybGgTBKCAm1LYD8nPz89J6O7UqVOUKlUKnU7HpYkTXQKAfJWKdjIZP/zwA1WrViUmJobJkye71fux2+1ERUU5ddU5yOXR0dFYrVaX4HLfvn0UL14co9HI2LFj8fb25sCBA+zbt4+YmBjUajUtW7Zk69atTgHFhQsXUCgUlChRQlw2b948SpYsSWhoaJHWCUCR3Jlz586RkJBAs2bNOHLkCCaTiZs3b3L69GnUarUoali7dm26dOlCbGwsOp2OatWqOWlBXb9+nWbNmlGyZEkxY+XAhx9+SMeOHV2GNH/+fFF36b8JniDHAw88+JcwYsQI0tPTnUoqQ4cOpW7duk7u41OnTsVms3H37l2Cg4PZuHEjHTt2RKvVolAoWL58OYGBgUV6Un333XdIpVJRSv7JkyckJCSwYsUKcZvc3FySk5NRKBQEBgYS/Ar7h2nTpmEwGFCr1QWT0is0eSQSicgLCg4OZv369UgkEho2bEhUVBTLly8Xrz8kJIQuXbpQtWpVEhMTnUtvr7BviI6Opnz58vj6+vLmm2+ycuVKTpw4IZZSsrOz+emnn9i6dSs+Pj4EBQUhlUp56623xE6n1NRUseTy+PFjrFYrJpOJvLw8Dh8+7GLM+TLOnz9PbGws9evXBwoCrQULFqDRaKhbty45OTnMmzePrl27uux7/Phxt4Tr6tWrU6pUqSLVq3+TyYCCwDgmJoZNmzYB0KpVK9FY1IG5c+dSrVo1LBYL+7p144ZKJdpddPbyws/Pr0jBycJYvXo1RqORefPmOS13PK9lypRxCo6ePXuGXC53utcjRoxAKpWKKtkPHz4s8nypqakolUqOHTvG+++/T61atcRnLzU1lYyMDFq1asWoUaPYuXOn6KPmDt9//z3+/v4sWLBA/C4HDhxIhw4dxNIw/KkF5NA+On78ON26dRM5XGazmd69e3P//n0WLFjgcu+2bt1K3bp1nc5969YtrFYrJ06c+Mt7/J8GT5DjgQce/NM4f/48VqvVycDy9OnTaLVarFar2LocHBzsZHPw0Ucf4eigqlixIo0aNQIKnNBnzZrl9lw9evQgODjYyWn7s88+w2Aw8M4779C3b19KlixJsWLFkEqlWK1WvLy8uHDhgtvjzZ49G6lUSqVKlQqyFm7KA88UCr7p3h29Xi9aPezZswcfHx8kEgl9+vQRDSWhoFymUqmYP38+JUqU4Pr160RFRTF27FiRP/Ry6SxHKqWtRMK2bduAgjf/WbNm0aRJE+Lj4zEYDGKgqFAoqFSpElKpFIPBwNdff+10TcuXL0cQBHHyu3LlCjKZjJo1a/LOO+8wfPhwcnNzXSbRa9euUaVKFby9vencuTO///47Z86coWzZslgsFifvrt27d5Oenu5yP/Py8lAqlVy+fFlc9vjxYyIjI4mKiiJ/xQq3mkfddDqxo+ybb77Bz8+Pq1evcvHiRVQqlSjMBwXt89OmTWPXrl2iY3lR5aiicPHiRSwWC35+fi6WFP369UMikaDX6+nQoYNTQBgcHMyaNWvEz0+ePGHSpEkiN+pVmDBhgkiud5QyHWNfu3YtO3fu5KOPPmL48OGidEKbNm1cbC7OnDmDn5+fi5faw4cPsVqtCIJAbGwskyZNYvbs2S5BChSUuTZu3MiqVatEDavo6GiGDRuGn58fZ86cAQoI6hUrVhT3s9ls1K1bl6FDh/7l9f4nwhPkeOCBB/80fvzxR8LCwsSJfurUqeKEXNT/s4ULF+Ll5UVYWBj+/v5Otf2ffvoJi8XiIuL2/PlzdDodixYtIjAwkJEjR1K8eHF8fX0JCQkhPT2dAQMGoNPpqFOnDlKplISEBGQyGd7e3ixfvtyphJCXl0fp0qXx8vISS2kvk5gd5YGFCxfSsGFDAMxmM9OnT0etVmMwGFxk78+dO0dYWJjYwQRw48YNSpcuTfPmzbl//z6nhw/nqlyOXSIhx8+Pbjodq1atwtfXly1btri9Z5UqVWLUqFE0a9YMuVyOVCp168xdtWpVFwuF+fPnI5VKiY2NZefOnSQmJuLn50d+fj5r164VOSRNmzbl119/5cmTJ7z11luo1WqaNGni0uH04MEDNBqNU3DnQExMjOjJZLPZyMzMpHHjxoSGhhZs4Ob+du3a1ckQ9r333iMpKUns0HIoOOfn5xMREUGFChWQyWRikLB9+3a398wd7ty5Q2xsLP3796dEiRJOQUxOTg7+/v74+/uTlJSE0Whk7ty55OXlMXv2bJRKZQHp+Z/AH3/8Qc+ePUUj0IEDB3Ly5Em0Wi1arZbs7Gx69uzpst/NmzeZPn06wcHBNGzYkIsXL/Lw4UOio6NF2YGXERUVhbe3N3Xr1sVqtSKRSEhJSeGLL74gPz8fm83GyZMnna553bp1CIJAtWrVMBqN6PV69Ho9//jHPzh16pRYfrTb7fTv35/KlSu7kOD/W+AJcjzwwIN/Gna7nTZt2hAZGUn16tXFAEcQBBdhObvdzpQpU8T1V65cEaX8V69eLW43btw4lz+mN2/exMfHB4PBgEwmo0qVKhw+fBi73S6+3VavXp20tDRiYmJo3749kydPFrMgFosFf39/PvroI+x2O++++y7VqlVDJpNx+/ZtSpUq5fSW7kBubi6RkZHs378fgMDAQPR6PQcPHsRgMLgoG3/wwQe0adOG27dvo1KpxDbyp0+finydkJAQVq5cyfPnz4mJiRG1SL7//nt8fX3ZsWOH+DbtQLdu3UhLSyM5ORl/f3/kcjkdO3Z0IYyqVCoXATe73U6pUqUQBIHRo0djMpnw9fUlMDBQVER26LRs374df39/ihUr9mfw6SYwSU9Pd+trVLNmTVG3ZfLkyaSmppKbm4uXl1eR1g7ffvst4eHhYnnIbrfTr18/kpOTGTp0qDjRLl26FEEQqFmzJn5+fty+fZu9e/fi7+//WtmUa9eukZCQwLBhw2jVqhVTpkxxWv/JJ5+I3UmlS5cmNjYWiUSCRqMhIiKCKVOmOGUs/wrffPMNwcHBdO/enbt37zJp0iSqVq1KaGgoCxYsYNiwYSgUCry8vNwSf6Eg8Bo/fjwWi4Xq1avTuXNnt9s5nrfVq1fj6+vLW2+9RenSpWnVqhUWiwVfX1+aNm2KIAhUqFBBvF9ly5YVu6Ty8vLYvHkzAQEBCIJA8eLF0el02Gw2+vXrR1JSkovp7H8TPEGOBx548C/Bbrdz7Ngx+vfvjyAIZGZmumyTk5MjkoxNJhOlS5emT58+ABw7doyYmBgaNGjA+fPnyc/PJzMzk/bt24tBwt69ewkKCiIlJUXU/vjkk0/E84eFhSGVSmnRogUPHjxg27ZthIWFERAQwLFjx2jSpAlKpVLMADh8i4KDg9m8eTOHDh3C39//T9PPF5g0aZLIT7l27RoKhULUUBk+fDje3t5Oejh169Zl9erV2O12NBqNi6mno/tJJpOJDtEqlYoKFSqIZoqOksa1a9e4evUqCxYsICwsDKVSycqVK0lNTWXp0qVER0cTGRnpFBCNGjUKtVrNlClTnMZ17tw5Mbhct26dSJY9deoUU6ZMwd/fnzfeeAOdTufUBl5Uh8/uzp3F7FZh9OrVi8zMTE6fPo3ZbBYtDKKiotw6fJ8/f547d+5QpUoVMQMEBUFtnTp1RLmAn376iWHDhiGTyShRooRTUDxs2DBat27tcuzC2LVrF4GBgbz33nucPn0ai8XiIjjYrFkzPvzwQx49eiSqIPv4+KDX651KcK+D1atXY7VaxRKkY5lMJivQ+aEg05WRkeFEDi8KH3/8MTKZjKFDh7rlVA0bNkwU/Vu3bh0SiYT+/fuLz8Ca/4+9845r6m7f/0nCTICQzUZAEEEFFcWB4hb3wr1w773qHlXrxFH3rHXvWa1aax1tXdU6qnXW0TrqnoiQvH9/YE6JSRDbPr+n/T65Xi9fJidnfM7hJJ/73Pd1X9eqVRQtWpQ2bdpQoEAB3NzcSExMRC6XWwWfjx8/xs3NTdTXqVq1KomJif/qAAccQY4DDjjwF3H37l2KFStmxRd4/fo1gYGB4oTeunVrAgMDLbq5Xr9+zbhx40Srhw0bNpCQkEDTpk2ZPXs2BoOBXbt2AVn8g/j4eGQyGQaDgbCwMORyOfny5bPYn1QqtSD9Pn/+HEEQRGE2JycnvLy8CA0NZcuWLYwaNYrSpUuLT9UnT55Eq9WKLdJ16tShSJEiYsniyZMnyGQyccK9ceMGKpVK5LsULFjQwsBw586dCILAgAEDmDlzJl5eXvj4+ODu7k5ISAhly5alYcOGFChQAKlUik6nQ61W07hxY0aPHo2fnx+nT5/G19eX9PR0jEYjrVq1QqFQWIjJHTp0CIVCwdKlS8Vljx49wsXFBYlEYjNrULt2bcqVK2fBfwHsEqWNgYHo9XrOnTtnsbq5FCkIgkWnVMGCBW26eBcoUABBEChcuDBeXl58+umnFC9eXNRBatWqFc7OzkRFRaFUKsVySvaJ/sWLF/j7+1vxVyCLf9OiRQsCAgLYu3cvRqORcuXKMXPmTIv1TCYTWq2WmzdvAlkt+kOGDOHFixeiBtHEiRNzJASbsW7dOvz8/MRrc+HCBWrXrk1ERAQrVqxAq9VaXIsiRYrg5+eX4z7r1avHxx9/TExMjE3tGnNZ7+XLl5QoUYJ+/fpRqlQp4uPjxSxkdty5c4fWrVszcOBAq89evXqFi4sLfn5+yGQyhg4dmqMj/b8FjiDHAQcc+EswmUx4enpaeD+dOnWK+Ph4qlWrJqbKbU2O5pKI6a2B5sjwcNEdWyqV0qhRI0aNGkX//v1p1KgRkZGRSKVSUWnX3d2d0NBQcXcTJ07Ey8uLJk2aAFlPp5UrV0Ymk3Ht2jVWr16NXq8nNTWVlJQUdDodCoUCLy8vgoOD2bNnD8HBwaJi7549ewgPD2fu3LkEBgaycuVKpkyZgo+PD0qlktGjR1OxYkVatmwpTghNmzYVsz779u1Dq9WiUqk4dOiQRafTrVu32Lt3L5999hlz5sxh/vz5uLi4UK1aNfFJ/MaNG3h4eNCgQQMrFdr169ejVCpp1qyZqGQbGxvLtGnTyMzM5IcffmD27NmifUGlSpXo378/s2bN4uDBg1bdbNOmTaNEiRIEvjUgtddWn5qaSuXKlS0CjocPHzJnzhxcXV0t2rPDw8NtqmmvX78elUpFz549USqVuLm50b9/f4uswcqVK8UslJOTEw0bNrTKwqSmporqzo8fP2bjxo3Ur18ftVrN0KFDxWzF+PHjSUhIsJq0f/31V/R6vfh+0aJFWd5oJhMjR46kVatW1K9fH71eT//+/Tl+/PgftiXZynmvfXzo6OHBoUOHWL9+PbVq1UKn0/HJJ5+I13nt2rWizszkyZNxdnZGq9VaXZvsYzMHz3fv3iU0NJTVq1eLnx84cAC5XM6vv/5K9erVadGiBUajEaPRyNKlSwkJCaFkyZLMnz8/R8PSzMxMjh8/TvHixUWFb41GY3f9fxscQY4DDjjwl3D79m0LhV0z/+aTTz7BZDIxa9YsBEGwdk22UxI50rMnGo2GmjVrIpfLKVmyJMOGDWPlypWcPHmSmzdvIpfLLXhAsbGx/PDDD+h0OhYvXoyvry/9+vXDx8eHQoUKWXSLrFixgqCgIH7//XdMJhMXL15k+vTpYuBkNgmdPn06xYoVIyYmRlQzNhs6yt62l5uzJK6urshkMvz9/VGr1fj6+tK8eXOUSqVYYlq0aJHY6WQPVapUQa1Wi++NRiMymYzAwECbmZg7d+4QHh5OREQEFy9eRKlUilYG+fPnp3bt2giCQFxcHMWLF2fChAl06tSJuLg4PDw8aNiwIbt37+bVq1eo1WpatWrFF198YVe88KVOx5s3b4iNjWXevHkWYxk7diyVKlUib968fP3116IvWcGCBTGZTDx69IiLFy+yYMEC8ubNi+xtC/mbN29E64HsgdPBgweRyWS0bt1adPP28PAQW92bN29OcnIyTk5Oovhf5cqVRXsJM9asWYO/v79NPahDhw5ZdRJ5e3vz/fffc+nSJXx8fDCZTPz8888MHjyYyMhIvL29GRURwWuZzPLaSCSkuLhQuXJlFi9ebJX9+f3336lTp44oqli5cuU/iNk2MG3aNNq0aSO+P3nyJDqdTsw65c2blz59+lCqVCmaNWtmRQw2c20aNWqEWq0mODiYKlWq0KJFC9q1a0fjxo0pWbIkSqWSwMBAnJyc2LJlCy1bthT/Nv8X4AhyHHDAgb+E06dPi5YN33zzDYIgWOlp2PTMsVMSuSmVigHRb7/9RteuXVGpVDRu3Jh169Zx+vRp3NzcCAgIQKPRIJVK6dGjh8j7MWcH5HI5W7ZsQS6Xc+DAAYtDr6pZk3vu7lkifcHBnBs8GF9fX6RSKZ6enlSoUAFPT08xsKlcuTKbN2/GaDTy6NEjFi9eTHR0NFKplOTkZGbNmsXAgQPFidjJyQlnZ2cMBgNeXl4IgsC4ceMoW7Zsjg7O8+bNQyaTsWPHDm7fvi22gtsqL5hhNBqpXr26ONY6derg+da6QqFQ4O3tzfr16wnOZgsAWdmXESNG4OHhgVQqJW/evCJ/Zk9KCi/e+bu8cXYmxdmZnTt3ilYe2QPXYsWKiSRhhUJB1apVxWtoFmlUKpWEhIQwevRoi+6tx48fU6RIEbp06UJmZia//PIL/v7+9OjRA4PBQLly5YCscuTZs2fZunUrn3/+OcuXL6dYsWJMnjzZptnskiVLMBgMNktmADt27LBqtzZn5rZs2YK3tzfNmzenTZs2dOnShREjRjB79myeazQ2712TnaDlwIEDeHl5UahQIUaPHo1Go8HV1RUnJye7Xmc1a9YU+WdmmDvtFixYgEKhwGAwMHr0aPt+aW9hNBq5ePEiO3bsYNmyZSxYsIBVq1Zx8OBBfv75ZxQKhVhiXbJkCTKZ7L3q2P8WOIIcBxxw4C/h6NGjxMXFAdC1a1fMLtjvhR0VYJMgWK364MED5syZQ40aNURSanBwsJhh0Wq1uLm5UbRoUUaNGsWlS5fo1KkTISEh1rYVNjRrXkok7GzRAo1Gw4wZM3B2dsbd3Z0SJUqwfPlyi1IcZAV2Xl5eFC9enJCQEG7fvs2ZM2fo2rUr3t7eNGjQQOywefXqlah+rNPpbFoGmHH16lWxDGcmwQqCwNwyZURzz9suLgwMCCAmJoayZctSokQJFAoFFSpUQKFQ0KVLF169ekVaWhrHjh3D1dUVf39/3NzcuHDhAlOnTqVmzZqEhobi7u5OixYt+OSTTwgICKBHjx68fv2a33//nUNdumAMDLTorpowYQJ+fn48f/6cvXv3otfr+fbbb3nx4gVyuZwXL17QtWtXvLy82LRpE0lJSdy7d8+uu3h2PH36lMqVKxMfH09wcDAzZ87k6dOnODk5WWQ03sWUKVOsbEFevHjB4ooVxZZ9e47b2YMcs6u6WTG6cuXK5MuXjxYtWrBw4UJmzZrF8OHDadiwYY7lvHexZMkS5HK5Rbnx3r171KlTRwzM3+2qA/Dx8bEiPj9+/Bhvb29kMhlBQUF8//331hckF07j2dG1a1eio6PF92vWrMHZ2TnHbf5NcAQ5DjjgwF/CuXPnROn6OXPmIAiCXWE/C+RAbs0JISEh4oRTpUoVJBKJ6Gk1b948MSB58+YNoaGhyGQyqlSpIrYBm4KCbB73sVJJUFAQAQEBHDhwgNjYWOLi4vDy8iIpKYnRo0eLAm5ly5bF2dmZGTNmEB8fj7OzMz4+PgwdOlRsoX/69CmNGzcmLi6O33//XVTPzekJ+fbt27i4uJCYmEiRIkWIjY2ls5cXr94JCI1ublwZM0YsedSvXx8/Pz+ioqJQqVRER0fToEEDFAqF2EZuduIuVKgQnTp14rPPPhO9xCCLpFyvXj1Kly5tsTw73rx5Q61atZDL5cTFxTFs2DC0Wi1jxoyhUKFCQFa2xcnJiebNmzN16tT33wfZJuVXej1tXF1RKBSMHTuWp0+fEhISQkxMjN3N9+zZQ/ny5YGsEs2KFSvooVZblZOy+z+ZcejQIUqUKMGcOXMwGAzUqVOHL774Aj8/P9asWcOQIUNsEn7t3UO8ky2bPHkyHh4eFt1WZly7dg0fHx/y5MmDRCKhSJEijBo1ihUrVrB582ZcXV05duwYu3fvZubMmTRu3BiNRoP6rXGsTd2a9/hevYslS5bg5eVlIZw5ceJEnJycckW2/jfAEeQ44IADfwkPHz4UO1/MmjnNmzd//4Z2lIbf/UHeunUrw4YNY8uWLaxduxYPDw/u37/PqlWrqFWrlsib2LlzJ40aNcLT05OYmBhatmzJRx99RHh4OO7u7shkMtRqtd2ncKMgiKq7JpMJlUrFvXv3ePjwIZs2bWLQoEHUqFEDlUqFp6cncrmc9u3bk5qayoABA/4Q9cs2aZuCglhXty758+fnypUrKJXKHC/J2bNnkcvlIm+jS5cupPv62hzv73I51atXFyejzMxM9u7dS/78+cWg5ujRo7x8+RJPT0+Cg4M5efJkjsc3Go306dOHwoUL55h9MXNUVCoVPj4+eHt7W2QeQkJCUCgUVq35ubkHMlxduTN1Ks2aNUOtVqPVavHw8LA76Z47d46AgACGDRtGcHAwZcqUIc1gyFUQcuzYMZydnSlTpoxFibVDhw5UrFiRyZMn07dv31yN+6VEwk9vTUnNxGUvLy+b4o2Q1d5erlw59u3bR+nSpZFIJCLfyywzIJFIkMvlREREEBsbi5OTk3hv2LRByYWDuRkXLlxALpezfft2i+Vly5ZFpVLlSFb+N8ER5DjggAN/GXq9nps3b3Lv3j2xxJIrZOuuuiGR8Chb6zVAcnIySqWS0qVLi2Jlc+fOBbKe4AsWLCg+xZvx5s0bjhw5wpIlSxg1ahR9+/alXLlyuLu7Ex0dzS92gpxfBIF27dpx69YtHj9+jIeHh5h1yczMZPHixRgMBoYOHcpXX31FQkKCxXEPHz5ML52ONBsZhNU1a1KiRAlcXV3tXopbt26JQaJUKv2jEy0Hc8/s6sOzZs1Co9Gg0+no2LEjgiDQqlUrXr58yaBBg1AqlTbLIu/CZDLRsmVLYmNjmTBhAgMGDKBXr14MGTKE2bNns3//fpFjlZaWxvz581EqlTg5OYn2EHnz5s3RP0z8W/n55Tgp37x5k4iICHFiDw8Pp3z58tSsWZPKlStTqFAh3N3dcXJyom/fvqK/WU6mq2YcO3YMg8GAQqEQ7SXM+O2333Bzc2P48OH069fP5tifz5/PDYlELIf9OGAABoOBhQsXMnDgQFQqlV0uUFpamqhPFBMTw5gxY5g0aRIKhYLOnTvzyy+/EBgYSFpaGgMHDsTT01MsYYaGhpIvXz6bLeK5OW/z3zghIUG0VTHj3r17KJVK/P39P1gj6J8KR5DjgAMO/GXUr1+f5cuXA4hBjslkYsyYMXzzzTfv3f6rr76y6HKBrDZjDw8PUVgOsHh6vXHjBgqFwsLTKif89NNPVKlShS5eXlak2peCwKqaNSldujTOzs706tWLgIAA7ty5w/Tp08mbNy8JCQmiJsucOXNsqtAaAwNtTjKmoCCqV6+Ok5OThaHj06dP2bp1K02aNMHT0xNXV1dUKhW+vr5/dAPZeTrPfBtEnD9/npiYGNGA8ffffwcQCdQRERG0b98eQRAIDQ39owX6Hdy7d49x48YRHR2NWq1GpVJRpkwZJkyYQGpqKh9//DEdO3YUOUDVq1dn7dq1ZGRksGbNGooVK0ZISIiolyMIAh4eHiQlJbF06VI2bNjA8uXLmTJlCu3atSNfvny54ra0bt2a6OhoWrVqxfnz59m7dy9bt25l9+7d/PDDD5w5c8aKVP2+jIZZZXrbtm00bNjQQpDQjHz58pGUlMSIESNsXq9du3ZRoUIFi2WXLl3C19cXV1dXmyKIkHWv99bruSmVZvHPsvFmzp49i4+Pj0hWz64z9erVK3799Vf69OmDm5sbNWvWtCYc5zKTs2LFCtRqtZVFx9y5c2nSpAne3t5WPLR/KxxBjgMOOPCXsWTJEvGp0NxhlZSUhCAIdOvWzaYVQHaMGjXKwgAwPT0drVbLggUL7G5jbq/etGnTB4316NGjdPL05PrbbMh1QWBURASffvops2bNwsvLixIlSuDs7IyXlxctW7a0an9v3LgxEydO5OrVq9y7d++PwCGHrEtiYiISiYSSJUtSrVo18uXLh0KhoHz58gwdOhSdTkf37t2Jjo7G19f3j3KBjdJIpqsr6UuXkpycjLu7O126dOHhw4cYDAYOHz4MQP78+UUNIIVCgUwmQyqVWnW+PXv2jP79+6NSqWjfvj2HDx/GaDRy7do1C/Xi7Hj+/DkrVqwgISGB0NBQRo4cSUJCAkajkYSEBLy8vPDz86NFixZiaS8mJoamTZvSq1cvZs+ezcmTJ3PFbRk1ahT169e3S2Y/evQohQsXtlyYAzflt99+w9fXVxSvXL9+vVWwAtC/f3/0er2FuGJ2zJgxQ/SfMplMYnarRIkSuLu7W3XRGY1Ghg8fTldvbzJcXGyODbLIxcWLF0cikTB+/HieP39OXFwcKSkp4r5Gjx6NwWCgSpUqlvypXHByXr9+jVqtthnY9erVizFjxlhkMf/tcAQ5DjjgwF/GkydP8Pb25tdff+W7774Tn+R9fHxyVb5q0qQJn3/+ufi+bt26xMfH5/hDu3//ftq6ufFUpcp1J4nZdFGlUiGTyVCpVEilUipXrky3bt1o0aIFTk5OTJkyBblcLrYlP3jwgHnz5oldU4KQxd/JkyeP2NlVqFAhHnh42Jy03/j5sXPnTsLDwwkICGDbtm2cO3eO169f8+jRI4KDg1m1ahWTJk0iLi4OhUJhyYkxl/UEgbtubmyoXx9vb29KlixpUYIqVKiQ2Apsfso3mUyUL18eg8GAXC6nYsWK4nU9ePAggYGBpKSk2PSBGjp0KO3bt8/xmu7fv5/IyEhcXFwYNmwYRYoU4dKlS7i4uJCZmUl6ejqpqakEBgaiUqmoXbs2P//8MwBPZs8mw9XV4lq9dnJifb16rFy5kmvXrrFp0yYqV66MXC7n2LFjVsf//PPPRUFAC9joMjJfizFjxoirmQ063y0tHT58GKlU+kcJ7B0MGzZMJCXv2rULc+u8RCJh+/bt+Pj4iGR3o9FISkoKJUqUyMrA5SLbEh8fz/79+wHE71RwcDAdO3Zk48aN1KlTh549e1KgQAFLv7hsJeA0g4FvOnYkNTWViRMnMnv2bKpUqSJmWt9Fy5YtGTRoEPHx8TbP+d8IR5DjgAMO/C3o1asXXbp0EYOaRYsWia/N2QV7MBMwIesH3cXFxW66H7Im7nFRUaQ7OZHTU+u7WLt2La6urnTv3p2bN29SqFAhNBoNTk5O5MmTh9KlSxMeHo7JZMLb25sjR46QkpIimnIuX76c2bNnU7p0aYv9vnjxgiNHjrC1cWNeSaV2x7Ry5UqcnZ25ePGiuG2TJk3o2bMnAIMGDaJs2bI2FWdNJhM+Pj5otVqCgoLYsmWL1UTVtGlTmjZtarVtq1at8PPzI3/+/Oh0Onr37s38+fMxGAw2O3/MuH//Pt7e3ty/f9/uOpCVHTB7hJmzXkqlktWrVzN79mwOHTqEyWTi4MGD1KtXT5QBcHd3Z2KhQjzy8sIkCDxTq9ndujXDhg2jQYMGon2Hq6srycnJVK1a1erYnTt3JjU1NcfxmfH5559TtGhRq5Ld5MmTqVWrlsWyCxcuIAiC3fJe//79mTBhApBlLhsXF8fHH38slk/79Okjtr737NmTsmXL8uLFiywOTy54MwMHDrQoxZ44cYJu3brh6+vLtm3bqF69OiaTiWHDhlG4cGGePXvG06dPmTNnDmXKlEGhUFCsWDGaN29Or1696N+/P506dcLV1RU3NzcCAwPp0aOHBRm9evXqNG7c2CKr+m+HI8hxwAEH/hbcu3cPtVotBjZff/21+FqtVts0dpwwYQJff/01xYsXFzU/GjVqhJubG9euXbN7rE2bNvHruwGOnSdiM169eoWPj4+oV2KWze/VqxfDhg0Tn3BdXV3JkycPcrkcuVzOqFGjRG8nk8lEsWLF2Lhxo/0LsWIFr318MAoCvzo5cTabwvGrV69wdXUVg5p9+/aRJ08esdSRkpJC2bJlrcjUly5dIjw8HKlUSmpqqu32YbKCuHcJv8+ePUOlUrFz507RCFQQBNzc3P5wHM8BTZs2ZdasWXY/f/PmjUiOrVmzJr6+vly6dIlixYqh1+tFp/iMjAymTZuGTqejTp06dO3alaCgIFQqFdWqVbMyNYWs63306FH8/Pxwd3fHxcXFIsNlNBoJCgrizJkz7z2PN2/eEBwcbDPgfv36NeHh4RZ/18mTJyMIgl2hvVGjRolBSJ06dejUqZPF50+fPkWn0zFx4kTy5cvHkydPMJlM3HN3z9V9m90CxIydO3cSFBTE2rVradCggXiNWrZsScGCBdFoNDRs2JBt27bZFOCcOnWq6H5+/vx5Ro0aRUBAAFWqVOHHH3+kSJEiBAUFcfTo0fdez38LHEGOAw448LdhwYIFeHt7IwgCa9asoV27diIhVhAE9u7dK657+fJlBEGgY8eOJCYm8vXXX/PkyRMUCkWOAnC//fZbVtt4Lp+IzRgwYABhYWHi+0WLFtG0aVN69uzJtGnTmD59OoULF+bMmTOEhYWJRGCFQkFAQADh4eEEBgaiUCioVq0arVu3tlJSfhc7d+7Ez8+PESNGiJNVkyZNRBuMhIQEVmTLPNWoUYPY2FixnPLy5UsaNGiAXC6ncOHCttuZsyEtLQ0nJycLh+nJkyeL5ZzmzZuTlJSEs7Mz+fLlI1++fGIGzR7Wr18vOrK/ix9++IHixYuTlJTE2rVrKVKkCPPnzycsLEz0oTp8+DCenp4ULVqUihUrWpTXTCYTBw4coEWLFmLn0MSJE60Ci1WrVhEfH49cLkej0Yht2V9//bW12KMdrFmzhsTERLuff//99+j1eq5evUpGRgYhISF2yzoACxcuFO/R7H5n2dG3b1/c3NzEUtinn37KR4GBVmKUtjKQJpOJqKgo9uzZIy7bt28f/v7+TJ06VQyUjxw5QkhICJ6enjkGozdv3sTDw8OKw5aens7cuXPR6/V4eHgQFhb2f4aPA44gxwEHHPgbYf5hFgSB1NRU0tPTqV27NtOnT6dp06YIgsCdO3e4c+cOnTt3RhAEvv32Wxo1asTMmTMpX748KpVKzDiYOQlmmEmYH3/88Qdpgpw+fRq5XG6RuUhJSWHu3Lk0bNiQVatW8cUXX+Dr60tISAgff/wxZ8+exd/fn4sXL7J3715mz56Nl5cXnTp1onfv3qjVagICApg/fz579uzh0qVLNq0F7t69S/HixWnXrh1Go5GbN28iCAKrVq0iMDDQwjSyWLFieHp6cv78ecaPH49SqaRMmTKcPXuWcuXK5WgJYYZZhRiy/JJ0Op2YJdm/fz9SqZTGjRtTsWJFNm/eTJ48eahUqRJffPGFTdfpu3fv4u3tLU58RqORgwcPiuWkRYsWicaQkZGR7N27l+7du4uBlZmI/vHHH+c4eZpLLWFhYQiCwNSpU8VAKSMjg7CwMFq1akWePHnQ6/WsWLGCpKSkHMnp2VGjRg0L3pctzJkzh7x58zJp0iRKly6do4fT4cOHiYuLE0Ues5uLmpGcnIybmxvp6els3LgRHx8fLl++nGtV4s8//5xSpUqJ123hwoXkz59fvHeXLl2KXq9n06ZN7N+/n+DgYJv3YEZGBnFxcVYWFtnx22+/IQgCERERFt5f/3Y4ghwHHHDgb8WMGTMQBIGoqCiLsopZDfndf7t27RLNHFUqFYIgEBISIsr7m5/qHz16REJCAh06dMj60bclJujkxIb69enVqxddu3Zl0KBBfPrpp4SEhNCsWTOLccbHx3Po0CGio6M5ceIEx48fRyKRiMRdgFKlSrF27VpevnxJiRIlGDt2rAWx846rKwP8/fHx8RFF/Nzd3cU28LCwMIYPH86LFy8oXbq0mInx9fVFq9VaeVIZDAb8/PwIDg5GqVSybds2cYLz8fGxaTL5LgoUKMCsWbMwmUwkJyezvFo1cUK9r1DQ2cuLadOmoVKpgKwn+SVLlhAfH49Op6Nx48ZMnTqVLVu2cODAAQ4dOoSXlxdjx46ldevWBAQEUKBAAaZNm2Yl0Ld69WpiY2N58eIFefPmZfLkyWi1WnQ6HTt27MjlHZSVffL390cQBHx9falevTp9+vQRW9SPHDmCVqtFq9XaFsV7B69fv0ahUNgMRN7F4MGDkUqlTJo0KUfxxrS0NBQKBceOHcPb29vq88uXL+Pt7U1ERAT169fHy8uLDh06kJKSQsWKFSlWrBjly5cnJSWFyZMns3nzZs6dO2fR1p2ZmUlcXBxLliwBsrhV9erVIyQkhKFDh5InTx6RxA2I5qDvYuTIkfj6+toMYs2YMWMGMpmMbt26UaRIkVxZcfwb4AhyHHDAgb8V27dvRxAE/Pz8KFu2LGfPnuWHH34gMjISQRDYvHmzqAMiCAI6nQ5BENBoNAiCQEBAAC9evMBoNGIwGJg+fTo//vgjERER9O7d26KUcTc1lUdeXhiFLGPPVjIZjRo1IjU1lZkzZzJu3DhKliyJs7MzCoWCOnXqsGXLFpHLcerUKTw9PXn9+jVVq1ZFIpGI/BvI8jbKly8flStXplWrVhiXL8+xRTcjI4Pff/+dn376iYMHD9KqVSuKFy8OZAVpefPmZc2aNSQlJeHu7k6DBg0wmUw8fvyYjRs3IggCzs7O9OzZU3SbhqzsiUQisUuCzY6mTZvSrFkzJk2axODgYKvSSLqTE3MSEpBKpVY+WtevX2fp0qX07NmTGjVqkJCQQKlSpfDw8KBRo0bMnTuXCxcu2D22uXtp/PjxLFiwACcnJ3bt2kWJEiWysm8fiIcPH7Jt2zY6d+6MXq/H1dUViURCq1atCAgIwNvb+70lQ8gqRcXGxr53vYyMDCpVqkSNGjXETqkzZ85w8eJFxo8fT9++fenWrRtNmzalZs2aBAYGkpCQgFarpXHjxhQtWhR/f3/kcjmCIODk5CS27oeHh5OQkECTJk346KOPmDhxIkOGDBGtP0JCQsSuP61WS3x8PCkpKfTp0wcvLy/Wr1+PXC4nNTUVvV6Pj48PP/30Ey9evODFixe8fPmSDRs2EBcXx6NHj3j06BEPHz5kz549Yku7PX7Rzz//jFqtFjN2Xbt2pVKlSrm63/7pcAQ5DjjgwN+K48ePi0GL2Q1br9cjCAJyuZz8+fPj4uKCIAgiF6dq1aoIgsCYMWMssj9mfRStViuKDUJWCaVNmzao1Wr69+/PmTNnMJlMHDlyBIPBwIwZMzCZTKJg4M6dO3ny5AlLly4lLi6O/Pnz4+XlxYwZM6hTpw4LFiygePHiBAQEsGHDBvE4165dw8vLi6JFi2Y9BX9AiQyyOmQqV64svj9x4gQ6nY4qVaogk8nw9vbGy8sLJycnBEHAxcWFUqVKERsbi6enJ4GBgbRq1YoNGzb8oZb8nlLHsmXLxA6sDH9/m+O9IZGIHTlmmK0xbLVMFytWLNdk1Js3b6LX64mMjMTHx4e9e/fSpUsXq+6lD8WrV6/YuXMnSqUSmUxGly5d2LlzJwEBAXa9tsz47LPP3ms1YjQaadu2LVWrViUjI4NSpUohlUpp/laN2/i2fX9KkSK0bt2aHj16iMKI0dHRpKSkMGnSJLZv386pU6fQ6/Wo1WrKlStnlUXMCWlpaezbt4/x48eTnJxMXFwcWq0WqVRqYdoqk8lwcnISHe/Nr833kaurq/jPvE3275AZt2/fJjQ0lClTpqDX64GsDFL58uVt+nb92+AIchxwwIG/Ba9evWLixIkYDAbxRzUqKkokIguCQM2aNbl8+TLPnj0jJiaGYcOGkTdvXvLmzYurqyuJiYlkZGRw8uRJUaW3UqVKFh5IGzZsQKfTMWDAAJvcgStXrlC0aFGqVq1K6dKlqVixosXnJpOJHTt24OTkhEajYf78+ej1ek6dOkXFihUZMGAAmZmZzJkzB51OJwr1HTp0KNey+WaYW+qDgoLIly8fMTExKJVKzNYNFSpUED2LVCqVRfbGZDJx8eJFPv30U0qWLJlV2mvZMkfSakZGBv369UMQhCyyaw7ihNkF8E6fPi36J/n6+lp1bxUqVMhKRDAn9O3bFycnJ3r06EGLFi1Yv349QUFBud7eHjIyMqhfv76YAfz+++/p1KkT3bt3z3E7sz2FPbx+/ZqkpCR8fX1JSEigQIECqFQq2rq58fKda/daJuPUgAEYjUaRK/TVV19x/fp11qxZQ+vWrVEqlTg7O/PDDz/wxRdfkJSU9JfPffz48QQHB+Pk5JTjuTRq1IilS5dy69YtNBoNSqUShUJB3rx5rUp7V65cIW/evIwbN46MjAzkcrkoQvnrr7+i0WgsymH/RjiCHAcccOAvY//+/YSEhFCvXj3OnDljoZFjFjGrWLEi7du3x2AwiJkc87/4+Hhx8pfJZISFhaHRaMQ2WfjD9DBPnjw2ReGyIz09nebNmyORSGjevDlHjx61Ir2GhYUhl8vR6/XUrl0byNJc8fPzQ6lUolar6datGwBffvklBoPBrlnmAw8PRo4cyZEjRyyO8ezZM44dO8auXbsYP348/v7+BAUFieetVqvFAMbPzy9HCwy1Ws2dd4TzsmeSfvzxR0qWLEnlypXRarVZZRw7mafrb/lPp0+fJiUlBblcTsOGDXn58iXe3t5WLvI6nc6mWKAtmMX15s6di1qtxtPTk6dPnyKRSCy6vj4Ujx49ombNmlSpUkVs95dKpQQGBiKXy3Mso40YMYKRI0daLc/IyKBJkyaiKWalSpUYPHgwCxYsYOPGjbzS621ev1/e/v2kUqlopunl5UXVqlWZMWMGK1euFIPrffv2Ua5cudyfaA6ZuoiICJG0bg+TJ0+mXbt2xMTEUL9+fa5cucLPP/9sde3NDwtmLziAxMREdu3aJb6fOHEiycnJuR/7PxCOIMcBBxz40zCZTEycOBEfHx8rYumTJ0+siJTPnj1j9uzZTJs2zSLIkUgkFClSBBcXFyQSCbt27aJhw4aoVCqRczFw4EAKFy5sqe5qB48ePUKlUjF16lTGjRtHeHg4wcHBpKSkkJqayrp16/Dw8KBq1ap4eHjg4eFBfHy8yKEoWbIkpUqVwtnZGT8/P9RqNc7OzjQVBCvfq9cyGdOKFSMyMpLQ0FBu3brFvn37WLhwIcOGDSMlJYWCBQvi5OSEr6+vqALt7u7O3r170ev15M+fn+DgYAIDA6latSq7d++24kOUKVPGbtu88W1mY968eUyYMAFBEFi5cqVNcrZJLqfZ2+N7e3tTokQJrl+/zr179yhXrhxSqdSiY+n+/fuiy3xusGTJErGLx1y6lEqlCIKQK+K0LWzfvp3g4GB69uxJeno6u3btErNsCoUCd3d3JBIJXl5eeHt7o9FoCAkJoUSJErRu3Zo6derQpUsXi32uWbNGtLvo3bu3bf6Jnettkki4dOkSa9asEUm9Go0GZ2dnvL29UavVhIaGcu3aNb744gubIoY2kYMtw7Jly/Dw8KBXr15ERERQo0YNm9m1zZs3i/5hV69etfr81KlT1KhRg4iICIug3Gz3kL2D7/nz5+h0Oq5cuZK78f8D8ZeCHEEQlgiC8LsgCOeyLYsVBOGIIAg/CoJwQhCE4tk+GywIwhVBEC4KglA12/KigiCcffvZTEEQJG+XuwqCsPbt8qOCIOTJtk1rQRAuv/3X+n1jxRHkOODA3wqTyUT//v0pWLDgHz5L70GJEiUoV64cer3egnwsCALNmjUTn4hVKhXr1q1j7NixyOVykpOTiYyM5MGDB7x+/ZqdO3da7fvx48cisbJ169bExMRYjPXcuXPMnTuXHj16EBkZibu7OzqdDg8PD8qVK4erqysajYbk5GRMJhOvX79m8+bN7N+/n59++onff/+dHTt20MnTkyfe3qL7tPlJe/Xq1ZjFBM2BS2JiIkWLFsXT05N+/fqxdOlSxo8fj0QiQSqVotfrRUJo3rx5qV27NvPmzSMuLg6DwUDz5s2ZPn06O3bsoEWLFtxXKGxOuk+8vUV+zbRp0wgNDf3jwqxYwe9yuTje5/Pn4+XlJV6rjIwM2rdvLxKzT506xZMnT7Im/RUreKnTZRlp5sI2A6B8+fKiqJ6ZMF2uXDnUajUDBgzIUeQxO8zigUFBQeTJk8di8s3IyEClUrF9+3auXLlCvXr1kEgk1KpVi2nTprF7927Wr1/PuHHjqFy5MhKJBIlEIgYgZu5KfHy8RYnQCrnkYN2/f588efKwaNEiTp06RZMmTQgPD8fNzQ0/P7/cl6vsHC/NYECj0eDh4cHTp095/fo1U6dOxc/Pj3LlyrFgwQLRY6xt27a4uLhYlKauX7/OggULKFeuHL6+vkydOtWq1fzJkycIgmD1Xe7ZsyejRo3K3fj/gfirQU5ZQRCKvBPk7BEEodrb19UFQfjm7esoQRBOvw1cQgRBuCoIguztZ8cEQSgpCIJEEIRd2bbvKgjCvLevmwiCsPbta7UgCNfe/q96+1r1vvE6ghwHHPj7MHHiRAoWLPhe0ufo0aNxdXVl9OjRtG3bliJFinDgwAGxm0oQBEqVKgVkBSNr167Fz88PjUbD119/zdKlS5FIJFSuXJkXL17QokULBEGwIMI+fPgQlUpFXFwcH330EQqFghs3btgcz7Zt2/Dx8eHAgQNiW296ejqCIIjlqZxw/fp1qlSpQnR0NOvXrxczACaTycrVefXq1QQGBooTUGZmJo0aNRJ1gPr37y+u+/jxY3Q6HUOGDOHLL79EEAQmTZpEt27dSEpKyiK3OjuT9o5tRIaLi0XwcePGDdE3yozSpUuLGbEff/yR6OhoTCYTAwcOxN3dHYVCgUqlwtnZWSwxtZTJePVuJuM9thnPnj1DoVDw6tUrcZm7uzu9e/fm+vXr9OzZE61WS/Hixfnoo49YvXo13333HWfPnuXkyZPs2bOH2bNn06JFC/R6vVgKskXc7du3r3jfQFYpZ9CgQdSqVUvkomS/x8wZJY1GQ9u2bUW39hyRC8NLMy5cuICPjw9Llixh3LhxfPTRR9y/f5/ixYvj7OxM0aJF3x/g5ZCpGzRokJVq+OvXr9m4cSONGzdGr9ej0WiQSqViljI+Ph6tVoter6dx48Zs3Lgxx5b7YsWKWQh2Qpa/2b957vzL5SpBEPK8E+TsFgSh8dvXTQVBWMUfWZzB76xXUhAEX0EQfs62vKkgCPOzr/P2tZMgCA/eBkLiOm8/my8IQtP3jfXf/IdywIF/Er755ht8fHxyzOBcuHCBfv360a1bNzw9PVGr1SQnJzNixAjUajXHjx/n3r179OrVy4pAbCZZ6vV64uPjmTx5Mvnz50er1eLt7U39+vWJjo4Wg4oWLVoQExMjGjnmz5/fpijazp070el0YoCk0WhE0qqXlxdqtZoTJ06I65tMJi5fvsymTZtITU1l9OjRjB07li9bteKxUolRELglk7GyRg327NljEfBduHBB5Mbs3r2b/v37ExAQgKurK5MnT0YqleLi4sKXX34pbnPu3Dk8PT2Jj48XeTpmbRNz2/vVMWNEzka6ry8dPTyszCXd3d2pWLGieH0KFy7M8ePHgazuK3OHm1QqpUaNGuzcuZPbt29blKSMgYE2J9w3fn52/+ZfffWVla+XTqcTOU+QxZfat28fI0eOJDk5meLFixMVFUVMTAzly5enQ4cOLFy4kKtXr1KzZk0EQWDdunVWxzpz5gweHh7i9enYsSMzZszAaDQyZcoUi+DG3r+pU6faPRcRuRTug6xW7Dx58ojnAVmBw5YtW2jXrh1yuZwSJUpYiVyKsJPJeaXX07lzZ6ZNm2b32CaTiU6dOhEQEECxYsXYuXMnhw8f5s6dO7kuNc6aNYt69epZLDNrDGXvxPs34T8R5OQXBOGmIAi3BEH4TRCE4LfLZwmC0CLbeosFQUgWBCFOEISvsi0vIwjCjrevzwmCEJDts6uCIGgFQegvCMKwbMuHC4LQ3874OgpZZbMTfwe73wEH/teRlpZGaGhojuJu33//PQaDgaSkJCQSCWq1GolEQv78+fHz80MQhBxJtmauj6urq5iVMBqNdO3alQMHDvDFF1/g5uZGxYoVWbVqFR4eHiLfo3fv3qJDuNmnyGQyMX36dAwGg2gJABAZGUmBAgUwmUwUKFCAJk2akJSUxKlTp+jRowf+/v74+/tTq1YtevbsybBhw1hbuzav3/HNSpNKGfZWWl+lUpEnTx7RgNLT05OEhASGDx/OpEmTRAVbM9Ha3d3dQqRt69atCIJAw4YN8ff3p3379uIklZqaajUJLVq0iLi4OIvMzccff4wg/GGMWqpUKQ4dOsTu3btxcnJCIpHQokULm/5GInLIKowYMcKmf9bs2bPp2LEj6enpJCcnExYWhkwmyx0nxUYwMXToUAQhywfNFgRBEIOJ6dOn07VrV1auXCneY4KQpcsEWaTaNm3aEB0dTZUqVYiMjGThwoXvH9cH4uHDh2Jr+fLly/H29hazJxcvXqRv374oFArq1atnrVtjI3NkdHODFSsoW7bsey046tSpQ2RkJD169LDcZy6DtBcvXqDX6606qmJiYuy6sf/T8Z8IcmYKgtDg7etG5gBGEITZNoKcBoIgFLMR5Gx/+/onG0GORhCEATaCnH7vG6sjk+OAA38dkyZNom7dujmu065dOyIiIrh16xZbtmyhXLlyCILAwYMHWbZs2Xvl9SGrvdU8UanVaooWLcr169c5dOgQrq6uhIWFkS9fPqRSqagIa4bRaKRPnz4oFAqSk5MpX748cXFxVkTMmJgYQkND2bBhA7Vr1yY5OVnk1IwcOZKff/7Z+inYztP2DamUzp07c+HCBcaOHUvevHk5cOAAN27cICMjg5cvX5InTx5xosqbNy+CIFjo6Jjx3XffkZaWxo0bN/D29mbKlClAlpdVUFCQxaRvNBopWbKk1TWNiYlh+vTpANSqVUs8npOTk0WgZw/2NHYy/P2pUaMG8fHxFq39kNXF1KxZM4vuucqVK9vMxFjATlnoWO/eCIIgnocZb9684dy5c+IxANatW0eDBg1o1qwZer3eyjBz5cqVFm3z/0ncvHkTT09PUZV5/vz5FuWxa9euUaBAAfz8/ETy7/Pnz1m7di0TChXilkyG6e21PjVgAE+fPiU0NNTCvf5dXL9+HUEQ8PHx+SN4+4Bymxn9+/e3cD8HqFmzJlu3bv0LV+S/h/9EkPNU+IM4LBEE4dnb145ylQMO/Mvx+vVrfHx8rMoj2bFlyxZx8lGpVBw6dIiMjAyLMtD7kJ6ejsFgwM3NjY8++ggXFxecnJxwcXHB09OTwYMHi47J27Zts9reaDTy9ddfU7NmTaRSqZXFhBmxsbEsXLgQPz8/ihUrhrOzMxUrVrTgyljBXsfN2/KSmVTs5+dHZGQkvr6+Iqk5IiKCb775BqPRSPny5ZFIJFaBwrv47rvvUCgU4nlu3bqVkJAQC4uC3bt3ExUVZRGQNW7cmMKFC4seYeYuoty0M2dmZjIuKop0Z2ebE6TJZGLs2LHkyZMny4vpLfr37y+Ses3/IiMjc7xfALuB45u3GZmUlBRx1Q0bNliVnbZu3crWrVupUaOGGMht377d4hDp6ekEBgaKbvf/aYSGhqJSqZgzZw4NGzZEqVQSFRVFw4YN6dOnD0OGDKFUqVKiwrFCoaBKlSosW7ZMLDNWqlRJdF+XyWSMGzfOrmpxXFwcgiCIIpdGo/GDxSshy/Q0Li7OYlnDhg1tGpD+G/CfCHIuCIJQ7u3rioIg/PD2dbRgSTy+JvxBPD4uCEIJ4Q/icfW3y7sJlsTjdW9fqwVB+EXIIh2r3r5Wv2+sjiDHAQf+GjZt2pSjk7O5QyP7v+wTVG6RkJBAaGgoTZo0EbVbvv32W5KSklAoFOTLl4+UlBSKFy+Om5sb/fr1Y9GiRYwcOZL69euj0+mIiYkhNTWV06dP4+LiYnNySExMZMeOHeTNmxc3NzciIiL4/vvvKViwoP3B2Zk4Hnp6smvXLubMmYNMJmP48OFi0DF//nz8/Pzo06cP4eHh+Pn54efnh4uLi+gmnRMWLVqEh4eH2DLcvXt3kpKSxMDNZDKJLcFGo5GiRYvi5OSETqcT1Z3LlClDdHS0zc60d9GvXz8SExPJ/PzzHEsdc+fOJTQ0VLSHGDZsmNXfX6lU5uiZBOTYqi0IgoV7/Lp16xAEgUaNGomcnbi4ONatW0e1atXE49oiFi9evJj4+Hi7gcLfiRIlShAVFSW+N4tcrly5kilTpjB69GgmTZrE6NGj8fX1JTQ0VCSomxEdHc28efN4/PgxKpUKvV5Pvnz5bOoNTZw4kfDwcNzd3XFzc+Onn376YPFKyAoGvby8LOxN6tatK3bM/dvwl4IcQRBWC4JwRxCEDEEQfhUEoZ0gCAmCIPzwNqA5KghC0WzrDxWySk4XhbcdVG+XxwlZ/JurQhZ3x5wJchMEYb2Q1UJ+TBCE0GzbtH27/IogCG3eN1YcQY4DDvxltGjRwkI87F106tTJapIzk3FNJhMnTpxg/Pjx1KlTh6ioKAwGAyqVioCAAEqUKEHbtm1JSkpCo9HQuHFj5s+fb3XczMxMTp06xdy5c+nTpw8lS5ZEJpNRoEABhg0bxsqVK63agpVKZdaP/jto2bIl4eHhtGzZksTERNzc3Pjtt99QKBT2nZhXrMDk7m4xaWS4unK4a1emT59O6dKliYyMxMvLS5T2l7ydrN3d3fHy8kKn04ldMN7e3u/PdJDVyqvT6Thy5Ajr1q2jQoUKNGjQQOR7jBgxgj59+hAbG0v+/Pl5/PgxBw4cwGAwcObMGdzc3LK0dnIgoZpMJoYNG0ZUVJTFJJcThg4dSvny5cnMzGTWrFkIgiAarpYrV4769eu/fyc5ZBwKFy6MIAjied64ccPqHgsMDGTGjBlUrFiR4OBgChQoYPMwRqORMmXK8Mknn+Tq3P4sDh06hFarRa1W54qw++rVKzp27IiHh4doEFupUiU8PDzE+7Zo0aJ88803VKlSBW9vb2bPnm21n1q1ajFnzhwCAwOzvnteXh+cyQGIiooSneshqzsvJw7dPxl/OZPzb/rnCHIccOCvISAggEuXLlktz8jI4IcffiAhIcFi8rly5QqvXr3i008/JSIigrx589K7d2/WrVvH6dOnuXPnDg8ePODGjRscOnSITp06IZPJxMnf/EO+ZMkSGjdubHdcx48fR6/X07JlSy6PGsVzjQbT2x/5dXXrYjAY6NGjBw8ePBC3MZlMxMbGEhYWhtFo5PTp02KpxdnZ2a5X07x582gqZKnemo1Bu6lUREREUKRIEZRKJYmJiXTq1AkPDw8UCgVbt24lPT2dtWvXivL6Hh4ezJs3D09PT3x9fXMmAb9FjRo1kMvleHh40LFjR+rVqye6XJtJvuXKlePp06ciB+iLL77g9OnTODs7U7BgQbut08+fP6dFixYUKVKEe/fuYTKZ7Ad62ZCZmUnZsmWZPn06e/fuJTw8HC8vL+RyOW5ubjb9kqyQA3fko48+QhAEi3Lnu0GOQqGgU6dO1KhRg6ioqByJzjdv3sRgMHyQK/qH4JdffsHf35/t27fTpEmTD9KY2bZtG97e3uTPnx83Nzd++eUX8bMmTZrw2WefYTKZWL9+PSqVijJlyojlzu+//x4/Pz/S0tIwGo3UqVOHRRUqfDAnB6B69epiecpkMqHRaHKteP1PgyPIccABB3KFx48f4+HhYZUJOHfunMiFyP6vS5cubNq0icDAQKYUKUKawWAloJcdN27cwMvLiyVLlvD8+XPUajWBgYHUrVuXXbt2ER0dbXNcRqORbdu2ER8fTzNBsNJ2SXd2po/BgMFgEM02p06dKralBwcHM2/ePLRaLXny5KFu3boIgkDnzp2tVHC//vpr0fLBaDTi5+eHr6+v+LnJZMLb25tvvvmGMmXKULx4cYu29K+//hp/f38L3sOlS5fw9PSkr48PpqCgXHXBTJw4kSJFiohZDldXV+rVq4erq6s45jFjxtCoUSNOnjyJQqHAyckJqVRKu3btLPZl9vIKDQ2latWquLm5MWXKFObMmYMgCLnK6Jjb5X/55RcUCgW3bt1CELKUrHNt8minC2jVqlUIgmDRCZX9Pnvy5Anu7u6EhYUxY8YMtFot4eHhOR7qyJEj6HQ6CwuDvwNXr14lLCyMmTNnAln39If6P929e5eyZcvi5eVloUg8ffp0OnbsKL7/9ddfadCgAW5ubvTo0YPY2FiLgLJevXpZKs8f0F1lxrRp0+jcuTOQ1RYfFBSU6zb0fxocQY4DDuQSJpOJU6dOkZqaSqtWrUQjvwIFClCqVClatGjB5MmTOXHixL/2ByEn/Pjjj1ZlgFevXtGnTx9xwunbt6/4ul27doSHh/PT0KHvfZrMyMggKCjIYgLW6XRcv36dMWPGoNVqcXNzsxrT9u3byZ8/P0WLFmXEiBHcsMNBeKHVEhgYyJs3b/jqq6+oX78+EomEmjVrisRP8yT64MEDsd09PDycOXPm8OjRI06ePIlOp2PBggVotVogqyVYKpWKT887duxAJpOh0+mYM2cOmZmZfPbZZ2KL97lz51Cr1bRv355JkyaJ53F/xgwru4icnrivXLmCm5sb1atXp2vXrvz4448kJiYilUoZO3Ys165dQ6vVsmbNGgRBwN/fn+vXr1O2bFmcnZ05ffo0z58/Z8WKFRQvXpzQ0FCKFCmCp6cnlSpVwtPTkyNHjiAIAtWrV8/V/dGuXTtGjhxJYmIimzZtIiQkBEEQ0Gq1rF+/3kIg8EPw008/IQiChQmn2bzVrDEUHR2Nh4cHT548wdXVFYVCYdPSIDu+++47DAYD06dP/1u+r/v27cPX19eqjDR37lxiYmJ48eJFrvdlNBoZO3YsCoVC9Nw6f/48/v7+VoH3qVOncHNzQ6PRsHz5cvbv38/hw4dJTEy0srLILaZPny62oU+ZMsUqMP43wRHkOODAe/Ds2TMmT55MeHg4YWFhdO7cmUWLFrF//35+/PFHTp8+zYEDB1iyZAndunUjPDyc0NBQxo8fb9EB82/HwYMHLYTebt68aZW9uXXrFtevXycxMZEGDRpk8RFy0eExaNAgXF1dGTt2rDjhBAUFiUTMb7/9FkEQmDVrFpBFcG7UqBERERF88cUXmEwmXr58mWU/YIfA6uLiIvKDunbtSseOHSlSpAiCIJAvXz769etH27ZtadmypRgAffLJJ9SuXRsvLy/c3NyoVasWkydPxs3NjR07drBq1SpcXFxISkrCYDCIJN/sxFCTyUR8fDxr1qzh7t27uLm5oVKpLNP/f6ILxtvbWyxbPXnyhM2bNyOXyzEYDKKNgeTtecvlcrp3787AgQORyWS4u7vj4eFB5cqVSUpKwt3dnRo1aoj3a0xMDN26dRMdzXOTiTh37hz+/v7Mnz+ffPnyUb58eQRBQC6Xo9VqGTJkyHv3YQsZGRkIgmBh07F9+3YE4Q+RwMKFCxMSEgJAgQIFiIqKYs6cOe/d99WrV4mLi6NixYqcP3/+T43v4cOHdO3aFV9fX/bs2WP1uclkIiUlhWrVquWoNmwLZm5PyZIlefnyJbGxsRb2FpBlyJk3b16Sk5MJDQ0VlY/VajWpqakffD63b9+mbt26DB48WNSPsqdT9G+AI8hxwAE7MBqNLFiwAL1eT5MmTThy5EiunvjMBNuWLVui1WqZNWuWbfO/fxm+/fZbSpQoIb4fM2aMVZBz4sQJKlSoQPv27f845/d0eOzcuROFQsHixYtRq9XUr1+fFy9eEBcXJ7b7ZmRkiI7TkydPJiIigi5duljZKNx8x/Ige7Dg7u7Ol19+yYMHD/D09KRVq1ZotVrRPLJy5cosXLiQpUuX4uzsTExMDBUrVsTDwwM/Pz8KFSrEqFGjRFuJpKQkkpOTUSgUdO/enatXr3Lnzh30er3Vtdu+fTtFixYlIyMDmUyGXC63XCGH7iJbuHnzphikNGjQAC8vL6pUqYJSqWTs2LGo1Wo8PDxo3LgxRYsWFTMqZsNRqVRKnjx58PT0JCYmxmqCP3/+PO7u7vz4448IgoCHh0eu7pGYmBjGjBmDVCplz549opZNbGwswcHBotbKrVu3SEpKwsnJia+++uq9+zVr/Ji7on7//XcEQaBSpUrcu3cPhUIh+nV16tSJoKAgunbtmqsxZ2RkMH36dLRaLQ0bNmTv3r25+r6ePXuWvn37olar6dKlS45lvTdv3tCgQQMqVqz4wQ8+9+/fp0KFCuh0OgYPHiy6mxuNRoYPH07evHntWph8CM6cOUPr1q1RqVS0adOGGzdu8MUXX1CwYMF/dWbaEeQ44IAN3L9/n2rVqlG8eHFOnTr1p/dz9uxZEhISqFChQq7cs//JOH/+PBEREeL7xMREqyCnZMmS1K5d23KSyCFLceXKFTw9PcUU/8OHD4mMjCQsLIx69eqxePFiIGtSU6lU7N27F6lUalfHZkiePLyxo+0il8sZOHAgsbGxuLm5MWbMGDZt2oRcLsfX1xcXFxfmzZtHZmYmzs7OhIaG0qFDB8qVK4dMJhN5LWZj0cePH4st0+aJ+tWrV7i6ulq1KBuNRvz9/Vm9ejVqtRp3d3fLgdu5RjelUnr27Mm3334rtmGfOHECb29vXFxccHFxYdKkSdy4cYNNmzYhk8lQq9W4uLhw69YtZs+ejVwuF6/v06dPmTt3rkiwzqnLqGbNmlSqVInly5cjCMJ71XYBkpOTkcvl9OvXj3LlymEymUQhyLFjx+Ln50dQUBByuVy8Z1auXPne/Xbs2BFBECzE8My6MOYuM29vb+7evcvSpUvx8/Ozspd4H54/f8706dMpUqQIKpWK2rVrM2TIEObMmcPnn3/OggUL+Pjjj2nevDl58uQhMDCQQYMG5TrAyMzMpGfPnoSEhIhK1LmF0WhkwoQJuLu7o1KpWLZsGUlJSZQqVYp79+590L4gS9n4+PHjfP755wwcOJAyZcrg6+vL+PHjxWDtzZs3REVFsWnTpg/e/z8JjiDHAQfewfXr14mIiKBfv342BeQ+FJmZmQwbNoyQkBCbnUn/FpgncPNku3PnTsytvSaTic8//5w8efJYP6na6ZxJW7yYvHnzWnVNGY1GzDooZo2db7/9lsKFCxMZGUmbNm0IDw+3yuIAtGrVipklSlgRLU0mE2XKlMHJyYmIiAjGjRsntui2bNmS58+fk5iYiFwuZ9asWfj6+opeW3nz5qVcuXJMnz6dIUOGEBISQrVq1Xj06BGffPIJ8fHxAOzZs4eUlBRcXV2JiYmhdOnS3L9/Xxxb+/btUavVrF69GolEYumtZeMameRy7k2bxqhRoyhYsCBeXl6iwrNMJqNIkSJ4eHjg6emJQqGgdOnSKBQKjh8/TlhYGF26dEGpVNrMlEgkEtHM0YIYnI2kagwMpK2bm2gWKgiC3QyHyWRi5syZKJVKypYtS0ZGBnFxccycOZN169YRERGByWQiPT2dixcvcvToUQRBoFq1arZvtncwf/58BEFg9erV4rKhQ4fi7e2NTCZjz549YuAWFRWFj48ParX6T2c4fvvtN9auXcvo0aPp0KEDzZs3p127dgwaNIjFixdz/vz5P53d2Lx5M/7+/jRv3vyDS2S7d+/Gzc1N5Ch96O/Ts2fP+Pjjj9FoNMTExNCkSRM+/vhjvvjiC6tS2rBhw6hWrdq/OosDjiDHAQcscPfuXcLCwqxk5P8OzJ8/n8DAQEaMGEF0dDTh4eGMHDmSTZs2sWzZMnbt2vVB5MT/Bnx9fWndujVGo5Fbt27h6elJeno6b968IW/evPaF5t7p8DCtWEGDBg2IjIy0KczWtWtX3N3dUSqVvHnzhmnTphEeHk779u2BLI+e8ePHW203adIkK7VWo9FIz549CQsLQxCy1HDlcjn169e3CMgePHhAYGAgLi4uNGjQAJVKxePHj/Hy8rIw3nz9+jU9evQgPDycCRMmiF1fLi4uaDQaQkNDadasGWZdnHz58hEcHCweF0ChUFhPcNmu0R1XV0707St+ZDKZGD58uNheP3DgQObNm8dnn32GWq2me/fubNmyhSpVqojtxX5+flbicmaYg5bSpUsjk8koU6YMaYsXWwVa6U5O9NbrbXY4mXHp0iWqVq1K0aJF2bJlC4UKFQKyyNE6nY7u3btbdAUB9OjRA0EQLFr6c8KxY8cQBIEGDRrw8uVLTCYT/fv3x93dne7du1t4VZmDneHDh1OqVKl/JC/OHGzo9XrKli3LzJkzOXPmjJWprNFo5MaNG6xcuZImTZqgVCpp3rw5Tk5OeHh42DShtYXMzExSU1PR6/U0a9bsvQ9bW7duxdfXVxR5/DfDEeQ44MBbvHnzhlKlSjFixIi/fd8mk4lvvvlG1H/5+uuvOXbsGP369aNSpUpiaczHx4e1a9f+Y5+eYmNjEQRBtBXQarVMmzaNZcuWUb58+VzvZ/LkyajV6hx5DJ999hlSqZT69etTtGhRdDqdqCXz888/o9PprILC1atXo9VqGTBgAF999ZXozJyQkMDjx4/FkpO9H+8rV64gkUgICwtDKpXy2Wef/eHT9U6gtqtlS3Q6HYGBgUBW4HD06FFmzJhBSkoK3333HbNmzeLTTz8lb968xMTEIJVKgSy9oZy8gObMmUPLli2BLAXa1q1b4+7uTp48eayc3y9duoSXlxflypVj8ODB6PV6vL29bWa6zFi0aBHh4eEolUpiYmLw9va225l2Uypl1qxZoqDh8+fPMRqNHDp0iObNm6NWq5k8eTJv3rzh2rVrBGcjS3/zzTe4uLjw0UcficsyMzPx8fH5oLbqV69eIQgCCQkJuLq6iiajQ4cOBbKCgSZNmrBr1y6uXLkilq46depEUlLSP/b79Pr1azZv3ix6vbm6uuLn50dERIRY1vPx8aFevXrMnTuX+/fv8/DhQzGgq1ChwnsDnZs3b1K2bFnKlSvHuXPn3jumPXv2oNPpOHbs2N91mv9VOIIcBxx4i1GjRpGUlPS3Sr4bjUbWrVtHiRIlCAoKYt26ddSrV48BAwbYXP+7774jX7581KlT54M7Mf5/4Ntvv8XHx8eChzNs2DCKFy+ea3G1r7/+GrlcnitewtSpU5HJZAiCwLx58yw+q127NosWLQLg6NGjlClTBkEQRI+oAgUKMGXKFAoXLszTp08ByJMnD0FBQXaPt3z5cuLi4nB2dkYQBOrVq5fFZ7FTcltSqRJOTk68evUKhULBli1b+O233/D29ubFixds374dX19fxowZI7ZkQ1awaNZSsYVLly4REBDAo0ePKFmyJFqtFl9fXyslZzM2btyIIGT5FhUpUoQmTZrkeF1NJhOCIIjX9tatW/Y7095mpHq/NcvMly8fPj4+REdHM2nSJAvBwHeDHAAvLy80Gg1z587FZDJx//59lErlBwceZg+snTt3YjAYctU9lZGRQeHChZk/f/4/NtDJjvT0dG7evMmFCxf45ZdfbKolp6WliYrSUqmU8PDwHHk5sbGxjBgx4r1kapPJJDZaHDx48C+fyz8FjiDHgb8Ek8lksy5sMpm4du0ay5cvZ+jQobRr146mTZvStm1bBg8ezGeffcbly5f/MT88165dQ6PR2J1Ebt++zebNm9mwYQMbN25kzZo1TJ48mSVLlnD69GlMJhMmk4nffvuNX3/9lTNnzjBnzhxCQ0OJjo5m06ZN4o/M3bt30Wq1duvx6enp1K5dmw4dOrBkyZL36n38/4TJZCImJobx48cjCALNmzfn8uXL6PX69/sTkSWOplQqLTRickJmZibe3t5IpVJ8fHw4ceIEd+7c4dq1ayxcuJDixYuL3JpmzZqJrdtfffUVarUaLy8v2rdvz7Vr1+jQoYPYZWQLz58/JzAwkIMHDzJ69GgkEgkymYw2bdqQGRBgMwB44+eHs7MzXbp0ISgoiKSkJADGREbyq5MTRkHglV4PK1Zw7949sUOoatWqOZqAmkwmFAoFfn5+FC5cGB8fHw4cOGB3/fnz51OgQAHGjx/P9u3bc8V1MXtACYLAyZMnee3jY/Mcf5fLUSqVKBQKcf3PP//c5vfelpZSnTp1SE1NJSYmhmrVqnHx4kUKFSqU65Lwb7/9xs8//0x8fDyJiYkEBgbmeC3exenTpwkLCxP5XNlVhP/NGDJkiNhFJ5fLxSDyXQQFBb33nG/cuEHdunUpWLAgFy5c+A+N+L8DR5DjwAfjzp07DB48mAEDBog/embH34EDByIIAt7e3vj4+NCwYUNGjRrFggULWLFiBQsXLmT06NE0btwYf39/wsLCGDly5H+986hDhw4MGzbMYllGRgb79u0Tz7FmzZrUq1ePevXqUaNGDVFjxN/fn8DAQNHk0c/Pj3z58tG8eXM2bNhg8wlq/PjxNG/e3O54nj17RnBwsHjsFi1a/O3n/KEYMGAAJUuWpGnTpnh7e4v8mAULFuR4LmakpaURHR1NzZo1c33MixcvIpPJkMlkeHp6IghZho9+b4MLQRDEdvDNmzeL2a/bt2+Lonzma1i4cGFatmyJs7OzzWO1b99eJDrfvn0biUSCh4cHzZs3z1F/x9nZGR8fH+rXr4+Liwvd1WpevrNemlTKAH9/MchJSUmhadOmds/75MmTSKVSqlWrRufOnS2E8N7F8+fPCQgI4NtvvwWy9Gry5cuXq+s7Z84cnJ2dKV68OK+XLCHdycnyHN92phmNRtzd3cV7MiIigqpVq1plPTdt2kStWrUsls2YMYMOHTqQnp7OpEmT0Gg01K5dG71eb5WdM9uDfPrpp7Rq1YqQkBCUSiVKpRKpVErDhg1zZTXxLoxGI8ePH2fgwIFoNBpGjx5t0an1b8WxY8cIDAwkICAAQRAoWLAga9assShV6nQ6u7+vZ8+epWvXrqhUKkaPHp1jifPfCkeQ40Cu8fLlSzFN6uLiwogRI8QJpH379gwZMgRByHIMDgsLY+zYsTnu7969e2g0GoKCgnB1daV58+Y23XX/0zCTS7N3wqSnp1uUZC5fvszChQupW7cuOp0OLy8vUWk3OjoapVKJh4cHVapUYcaMGe8N2p48eYJSqcwxzfzgwQOLMfw3MHHiRKKjo4mLiyNPnjzkyZNHHM+YMWOArPZes0ifPZhMJlq0aCH6RAE5ys3fuXOHPn364OzsjFQqpUqVKhQoUIBFixYhl8txd3fH1dWVsLAwVq5cyfTp0ylbtiw6nY5Ro0axbNkyihUrhslk4ujRo2zfvh2TycT58+cRBGurgrlz5xIREWFRHnB1dUUqlZKenm43k3PrbbnHLLjn5eXFLZnM5rqPlUpRQ2fw4ME5cph69+6Nh4cHa9euRaVS5chd6t69u8jfgSyeR44Go9nw8uVL6tati5ubG8WLF6epIHD9bfCW/W/y5Zdf4uHhIXJ5MjIyKFmypEW3E2R1PJl5MmYcP34cg8Egvn/69ClTp04lf/78SKVSPD090el0+Pv74+bmhq+vL0WLFqV48eLo9XpCQkIYNmyY6NH0V3H16lXat2+PXq9nxIgR/8iy8Ifg1q1bhIeHkz9/fmJjY6lQoQLe3t7UrVuXiRMn4urqyu7du/n+++/Zu3cvCxcupHv37kRFReHv78/QoUP/6w+Z/0k4ghwHcoXbt2+LfAfzJGdOjb6rlbJhwwZRMM0sXGULz549QxAENm3aRL169RAEgeDgYAu/FnswmUz8+uuvnDp1iu+//54zZ87k2jX5XSxZsoR69eqRkZFB3759SUhIEAO2iRMn0q1bN7y9vWnQoAErV67k1q1bNtPC9+7dY8OGDbRq1Qpvb+8ss8jLl+0et0WLFu8NDgDxmn8IUfPvwIkTJxAEgapVq2JuzX3y5Am7du3i8OHD6PV6vvnmGypUqGClwvouZs2ahbe39x+EXzscF9OKFXz66adoNBpKly5Nvnz5CAwMxGQy0bZtW9RqNSqVim3bttG2bVucnJwYPHiweJyff/6Z1q1b4+zsTJ8+fazGYVbP3bhxo7hs8eLF+Pn5WZUFQ0JCkEgkWZOgjfG+cXGhnbs7EomEn3/+GX9/f86cOZOjsF9iYiKAqMdiDyNGjBCzSL1797a73tq1a8mTJ49F9xdAhQoV2LJli93t3kWvXr1QKBRMnz6d6OhooqKiLD4vWLAgw4cP5/nz5+h0Ovbt28fEiROtMkzFixdn06ZNTJo0iWbNmlGuXDlRqNAWzp49y+TJk+nUqRP169cnOTmZ9u3bM3jwYJYuXcrFixf/YyXtu3fvUqlSJXQ6HePGjct1p9I/Effv3yc8PJzg4GA+++wz7ty5w6pVq+jVqxeCIFCqVCmKFy9OhQoVSElJYdKkSRw9evT/hEjp++AIchx4L+7fv09UVBRjxowhLS1NbNeErFbD7AGOmfD422+/icuqVq1K8+bNRa0LPz8/8cvl4+PDyZMnKVq0KEOGDGHTpk3odDrWrl1rNY4bN24wceJEKlSogEKhwGAwUKhQIYoVK0ZUVBReXl7o9XqSkpLo27cvJ0+e5NKlSzmmYDMyMqhTp45VoKZWqxk9ejQajYZ+/fp9sAPvo0ePRD2KkSNH2uSrrF69mjp16uS4ny1btvxXsjn37t0jKCiI9evXA1l/z5iYGHQ6HWfPngVg79696PV68uXLZ+EQ/S6+/fZb5HK5peS9HfG7e+7uBAUF0aVLFwICAli8eDHVqlUjLS2NQoUKoVQqyZ8/v1hqKFOmDM7OzowaNYobN24QGxtL4cKFUalU9DEYuO/hYZWV8PT0pFmzZmRkZPDRRx8RHBxsM4CsV68eEonEMjDLlnna+1avxxxcf/TRRwwcONDuuT1WKsUuo5UrV4rCio8fP8bd3R1nZ2dSUlK4cuUKZlKwr68vP/74o83rau6CsSVWOWfOHBo1amT3b2ILP/zwA35+fowfPx6JREKtWrV4+vQp165dw83NTcw6bt68mbx583L+/Hn0er0YHFy5cgWNRoO/vz+tW7dm2bJl7N27167r+T8FP//8M9WrV6do0aJ88803ueKW/RPxxRdf4O/vb8GJunPnDp6env/FUf334QhyHMgRT548oUiRIhYtoBkZGTx79owdO3ZgMBgYPHiwKI5lJiOan5gFQaBp06Y0bNgQX19fiwl78uTJfPTRRwiCQPny5cX24NOnT+Pn58eaNWuALLnxBg0aoNFo6NixIzt27LDQvnjx4gUbN25k2rRpVsfI/m/69OlcvnwZQRD47rvv2L9/v831FAoFtWvXJi4uLufsSS7cfX/99VeqVKlCQkKCRTkMsoI2Hx+fHK9/cnKyxdj+fz1t9u/fn4SEBKun6JYtW+Lv7y+WQswqu2Zi6bsdU7dv3xYDPQvYyXYYBUFsDx4wYADz5s2jRYsWBAYGUqZMGZ48ecLcuXPRaDRMmjSJDh060K9fP7y9vUUrBplMxryyZTG5u1vu/y2/JDExEY1GQ1xcHFWqVLFbMty1axcSicRKrNCMjRs3ilYCkOVsXbBgQZtZn5eCQA+1mq+++orHjx+zatUqfH19ycjI4KuvvsLT05MhQ4YQGxsrdodJJBJ8fX1tZjKWL1+eYxfMo0ePUKlUdon09nDixAm0Wi0qlQpBEDh//jyNGzf+o42erCxqYmIiixcvpkKFCqxatQrIuje8vLyYNm3aBx3znwBzZ1FISAjly5fn1q1b/+0h/Sn4+fkhkUjErOS+ffuIjo7+xzR4/DfgCHIcsIsXL15QunRpunXrZvUlOXPmDFqt1m5pyVzuGTVqlLjMZDLx9ddfW0zaDRs25Ntvv7Wqi58+fRqtVkvTpk3R6XSkpqZaaaJ8++23IrHU7DuzZMkSkfPx008/0a5dO4vj1axZE0EQ6NSpE4KQZR4ok8kYM2YMDx484NmzZ5QsWZJWrVrlHFDYmMheSaX0MRi4cuWKxapGo5FBgwaRL18+i4yQ0WhELpfbbBM1wzxOQchyg/7/9ZRpzsS9G+Q9f/6c6OhoVCoVM2fOxGQyERkZKfo/Ze/iSE9Pp2jRorZLlnayHdcFgfDwcFatWoVSqSQ8PBw3NzdatGhh0c1z6dIlqlevjlwup1GjRpw9e5bLly/z8uVLJBIJz9Rqm/t/qdNRrFgxBEFg/vz5lsTZd4LWqx9/LAZPtiwNFi9ejK+vr/g+IyPjDy7M232ZJBJe6fVMjInB3PLr6emJVqtF8pa0bDawNJd427Vrx8qVK5FIJDRs2NDimA8ePCAlJYWIiIis0pg9rFjBIy8vTIJgNwC3hx07doiquuPGjUOn07Fr1y6Ldfbv34+fnx/r1q3DYDBQq1YtJBIJU6ZMyfVx/lM4ceLEn/6emNXJVSoV3bt3/8dnod5FwYIFCQgI4LvvvgNgw4YNKBSKP13K/78AR5DjgE28fv2aKlWqiOq22ZGWlkb+/Pn5/PPP7W6fkZFh9+lhw4YNCIJAfHy8OIEfPnxYfKI+fPgw+/btIyQkBCcnJ7Zt28ajR4/YvXs3qampNGvWTDTs02q1YvnEHs6cOUNYWBihoaEIQpaU/KRJk1i/fr1IfjaPuVKlSnTo0CFHrZy0tLSstmAbk+gtmYwKFSrQtWtXqlataiG+NWbMGGJiYiyCmsDAQLuqtJAlmte5c+ccz+/vhLlUIghZpopPnz5l7969fPrppwwdOpQ+ffowZMgQsZvj4cOHBAcH4+bmhoeHBwEBAcycOZMXL14wfPhwVCqV7QnHRpD4QhAYnS+fGFxev36dwMBAihQpYvdeKly4MFWrVsXb25siRYrQrVs3JBJJ1uRuJ1O0YMECnJycLAmyNsaT6epKH4OByMhI1Gq1qLVjhru7uxV5ODY2lmPHjvHixQsmTZqEn58fxYsXJyYmho4dO9KtWzd0Oh2DBg0SybaCIODr60t8fDzOzs7069eP3r17I5VKxY6/Bw8eMHbsWPR6PT169MgxMLbHd/qQQKd8+fLi98XT09Mmd6NBgwbMmzeP9evXIwhCjvpDucGHZBsuXLhgUy3ZTNbPrUSBPdy7d48ePXqg0+lY8QHX7b8Nczfa9evXWb16tVj+/zP+Vv9X4AhyHLBCRkYG9erVo0GDBjYnqI8//vi9XJLcIDuJ2fzvzJkzCIKAq6srXbt2tfq8YsWKdOvWDZlMRokSJXLdGfHq1Svq16+Pq6urxdPmr7/+Kj6NDxo0iPz589OoUSMaNGhgsf3jx4/p0KEDoaGhOL3VP7E1iZoEgcjISGrVqiX6B5lhJs9mb7cOCQkRycnnz5+nadOmFiUfswDb3ylQmBNMJhNTpkxBEATy5MmDQqEgISGBzp07M2bMGKZMmcLYsWOpU6cOMpkMqVSKRCIhJiYGNzc3du/eTb169VAqlVStWlV0ub5//z6ZmZmkp6dz9+5dDh8+zI6mTfnN2RmjkKWqOzpfPqvzXL9+vUWpJDvMGjp3794lPT2dw4cPM23aNKRSKb++2wr99l/62791cHAwSqXyj7KnnczSXTc3lEollSpVQqvVUrhwYQoVKkRYWBhKpRIvLy9cXV2pXbs2ANWqVWP48OEEBgbSsGFDfvzxR7777jt8fX3FwOTixYu0bdsWpVJJ9erVKVeuHEWLFuXu3btcunSJrl27iiJ99evXp1atWnh5edG6devceR3lYIiaW8yYMQO5XC5209WvX9+K27Zy5Uq8vLyoWbMmhQsX/tMdOo8fP6ZixYr4+PhYqTnbwpdffomTkxP+/v788MMPFp+Zy+Rubm5/aizv4uTJk+TNm5eiRYsyY8aMP9W+/v8LL168EC0tzMKY5n85kdf/r8MR5DhggePHj2PupLEVQDx+/Bi1Wv23CNQZjUbOnTtHwYIFrYIZ85c1+78yZcoAiDL/H1I3f/36NVOnTkUQBGJiYsTJ9PHjx3h4eIhcBEHIErgzZ5pCQ0PRaDQ4OTmRmJjItGnTsjpZcjGRmL1zsuPly5dERESwbds2AAwGA7/99hszZ84UW9AVCgUeHh64u7uL5/7/w9MqMzOTefPmodfrcXZ2Zs2aNbx69cru+r/99hvR0dHUqVMHb29vnJyc8PPz49dff+XevXssXLiQsmXLIpFI8PT0FI0lNRoN8fHxdO7cmcDAQMqXL09AQIDNCeT06dNERkbaPP7x48dtfubq6srkwoWtu6GcnfmkYEEAGjduTEREBM2bN8/KINjriBIEOnTowMCBA5k7dy4zZ85k7ty5bNiwgYMHD3LhwgUmT55MwYIFyczMJCwsDJ1Ox/79+4GsiSd//vwibyU7nj17xurVqwkODkan04laMGb7BHNres2aNVm8eHHuW6hz6O7KLZYtW0a1atXw9PSkSZMmNGjQgMaNG4vfm++++46YtyU4QRD46aefcr3vd9G3b19SUlJo3rw5gwcPfm9Av2vXLsqWLcvGjRvRarVWXWQeHh4Ign0z0Q/F8+fPWbduHdWrV8fX1/e9nYT/LXz//ffo9XqL38zZs2eLr3P6Lv9fhiPIccACZu0be91EU6ZM+Y8J0xmNRhITE0lKSqJZs2bUqVOHixcv0qZNG6pVqyaWdcLCwmxOGjnBLOoXEhJCdHQ0n3zyCZCVufDw8KBkyZLMnz8fiUSC0WhkwoQJjB8/nnXr1nHy5Enr8kAuSgJfffUVWq1W/NEeO3YsKpWKXr164ezszCeffIKrqytly5ZFqVSK5pYvX77kxo0b3L17V/yBOnr06J+9rLnC9evXKVWqFKVLl6Zjx445is+9i4yMDAwGAzt27EClUiGTyRg+fDg9e/bEyckJtVqNWq3G09MTPz8/SpUqRceOHenduzfBwcHI5XK7k2RGRgZeXl42uRH9+/e3aB83Q6lU/kEAzsaxyfjsMwICAmjWrBk6nQ6tVkt0dDQzZsywG7S+0Gq5fPkyGo3Grt/Vxo0bCQkJITk5GY1GIxLmjUYjDRs2pFWrVnav3cmTJ8VSX2xsLJ07dyY0NJR27dqJ2QpfX1+qV6+OWq0mLi6O2bNniyR9m7BzLr85O+e6S3DevHm0b99e5N6dPXuWsmXLUqlSJUaNGoXBYKBu3bpIpVKbLucfgqCgIM6fP8+NGzfw9fV9r77Ws2fP8PT05PHjxxw7dgw/Pz9WrlwJZPHApFIpvr6+/xFl440bN+Lr60vjxo356aef/lGE3sGDB1O0aFHxN+Ozzz7jxx9/FN8vXrz4vz3E/wocQY4DIjIyMihQoECO9ezY2Fi+/vrr/8jxlyxZQlxcnJVc/PHjxwkNDcVkMolk3Rs3bnzQvrdt20aePHmArK4mjUYjkmrz58+Pv78/GRkZuLi45D4l/Z7uqjdv3lCgQAFCQkKoXr06np6eJCUl4eTkhFKpxExETUpKsvuUHhISgiAI/9E0+ZEjRzAYDEyaNInMzExCQ0M5fvz4B+2jf//+dOnShVGjRuHi4iL+sBYuXJiff/6Z+/fv8/jxY27cuMGBAweYPn26WK4sXbo0J0+etLvvevXqWf1Av3jxAr1eb1O1NiwsDIVCQalSpaxUrMePH4+TkxP9+/fn66+/5pdffsHf35/97dvb5Agd6NiRL774gpYtW1KvXj2bk9qBAwdwd3enWrVqFCpUiOPHj5OZmUn79u1JTEy0KWFw5coVqlWrhlKpxN3dXeyCWrhwIUWKFCEzMxONRkOVKlXo06cPJUuW5NmzZ+zevZu6detiMBisidNm2AjATXI5m5KT8fX1zZXH2JAhQxg9ejQAXbp0YciQIbx584aZM2fSunVrGjRoQERExF/Wbnrx4gWurq68fv2adevWERISkqtMSeXKldm0aRMAp06dwtPTk8DAQHx9falZsyaJiYl8+eWXf2ls9nD//n0GDhyIj4+PRTn6v4k3b95QvXp15s2bx+nTp0WaQfasTuHChf/Lo/zvwBHkOCCiUqVKCIJgt7Z++/ZtVCrVf0RA6uXLl/j4+NicXE0mEwEBAVy8eJHt27ej0+k+eP/vtvtOnTpVtBeIjo4Wxco0Go1Vnf+v4NatW4wdO5YePXqIAnQPHjxgwIABSCSS91ocjBs3zq6Z59+BI0eOoNVqxYnv0KFDREVFfdATqtFoFLVVGjVqxLlz5xg7diyCIDB+/Hib29y5cweJREKnTp2YMmUKvr6+tG7d2qrNHrL+dgkJCRbLJk2aRP369W3uu379+pQqVYqmTZtamUVev34diURi0S118eJFAgICGBMZyW0XF5Ej1MnTk7p165KUlCQ6iPv4+NCrVy+OHTsmXqNhw4Yhk8lEl/NffvmFmjVrUrFiRRYuXEiHDh2oWbMmxYoVIygoSOxckslkKJVK0drA3FFoJqtHRkYSEhIiZoQ6duwojvnUqVOUKlWKcuXK2Q6Q7QTg+/btIywsjNq1a+d4n9eqVYt169Zx9epVNBoNZ86c4dWrV8yaNQtfX186dOiQM/k5lxg6dCi1a9dmy5Yt+Pr6smTJklxtN3v2bKpWrSq+f/HiBdeuXePKlSuYTCY++eQTi+v1n4A5ozRnzpwcRT//kzCZTEydOhW1Wk3ZsmWtCMbZg5zvv//+vzLG/zYcQY4DQBYBVxCyXIwjIyMtuoLM2LBhwwf5DlngPVmPTz/91C7BFKBp06YsXbqUZs2a2dUtyQmtWrWyaGVOS0sThQg9PDyIiIjAZDIRERHB8uXLP3j/H4KMjAwxk2NL9DA71q5da3cy/6u4fv26WGYyo2PHjmIpLzd4+PAh1apVIz4+ng4dOtCwYUNx8q9RowYymcymmF39+vWRSqXiBP3s2TN69+5NQEAAhw4dslg3IyODkJAQcbk5E3fp0iWbY5o9ezYpKSlcuHABpVJp8dnMmTORSCR8+umnQFYreuPGjVGpVAQEBBAVFcXhw4cJDw8XeTVmXLhwAa1WS6NGjQgJCaFUqVJ8/vnnqNVqnJ2d+e677wgODiYoKIhevXqRnp5OwYIFiY2NpUePHkyYMIEaNWoQGhpqJZ549epV/P39LWwSatasKTqcP336lJCQEIvsRGZmJqNHjyYgICDndvJ3kJaWxtSpU/H39yc+Pp7U1FROnToldrVlZGTg7e3N2rVr0Wg0dOrUiU6dOqHRaKhVqxbHjh3L9bGyw2g0MnHiRKpWrcrgwYPJzMxEoVBw+/Ztqlevzrhx43K9r6tXr6JSqeyW3y5cuGAV4P6dyF5KNv979779TyI9PZ3p06cTExND4cKF/xIn6v86HEGOA4waNQpBEEhISMBoNNKqVSvkcjmpqakW6fA/nVXIBX8lJibGphaJGR9//LGoNfOhteUbN27g7u7OtWvXLJYPHz6cpk2bEh0dTVhYGIcPH6ZMmTKMGDHiw84vF8jMzOS3337jwoULDBw4ELlcjiAI9O3bV1zn/PnzTJ06lfr16xMVFSVOni4uLuTPn5+6desyadKk97bM53Y8JUuWZPLkyeKy169fo1arc10K/PXXX4mKiqJXr168efOGly9fEh0dzaJFi4AsRWdzm/+7HJLRo0ej1Wrx8/OzuMd27tyJTqcTSxFmmL2o3nz2GXdcXXPUf7l27Ro6nU7sNnn58iWXLl0Sr2lCQgJLly5lzJgxaDQaPvnkE549e4bRaGTBggV4eHig0+n45ptvrMpBJ06cEEtFq1evRi6XEx0djSAI+Pj4oNFoLO7jSpUqMXDgQEwmE927d6dUqVJWFgwnTpzAz8/PyqyyS5cuaLVaUXV6+/bt5MuXzyqTumrVKgwGQ+46r7IhIyODXbt20bFjRyIjI3F1dSUwMJDAwEBcXFyQSCQoFAoqV67MhAkTcpQ6yAnXr1+nS5cuVKtWjQIFCrBixQqcnJx49OgRcrmc7du3o9VqP9gcsnHjxixdutTmZ0ajEVdX17+dbPvmzRvKli0rBjZ79+7l0aNH7Ny5E61W+x/Plty/f5/Bgwej1+spWbIkmzdv/p+wZvgrcAQ5/8MwmUxiW3R2ET3ISmvrdDpKly4tBgc9e/YkNTX1ww/0nk6kK1eu4OPjk2NXxeLFi2nTpg2enp4f7B48adKkLCLqW2RkZJCRkcH58+dRqVS0bNmSefPmUblyZVJSUkhOTs7djnPITplMJr799lv69u1LkSJFcHNzw2AwEBoaikQiEVV9BUGgUqVKFChQAD8/Pzp37syqVas4ffo09+/fp23btnzyySecOXOGNWvW0K1bNwIDA4mNjWXZsmVW/KXcYu7cuZQpU8bimm/dutWqLGQPDx8+JCoqyurp+6effkKn07F3714uXrwo2hUUKFDAYsJJSkriXbFIM3744Qf0er0FN8NoNDI6Xz5evds5ZEf/JSEhgQ0bNqDX6ylXrhxubm5Ur16dWbNmUbFiRbRaLYUKFeLgwYMWpbmLFy+i0Wj46KOPxL9JixYtmDp1Kps2bWLfvn2i11VkZCTOzs5iJ6CzszOVK1emTJkyREZGit16AwYMYMaMGRQqVMiCW5WRkcHUqVPR6XQWXlpmjBkzBhcXF9RqNcOHDxcDUzOxOTuWLVtm08PqQ5Cens6lS5cIDg7G2dmZ6dOn/y3E2rp169K5c2cWLFjAuXPnmDJlCnXq1OHOnTtiELx58+b37mfAgAGYtZkgy59rw4YNdtfX6XQfbMdiD0ajURQ4FYQs9fR3sXbtWtHm5F3l77+Khw8fMnToULEkvGfPnn8U6fmfDEeQ8z8Ms6qtvXbwtLQ0UVV2/PjxtG3b1uppM1ew09LK25bWRYsW0axZsxx3sXz5cipXroxSqfygL/fRo0cRhCztmkKFCqFQKJBKpUilUtzc3JBKpYSHhzN79mwiIiJo06YNMTEx79+xneyU8fPPWbZsGfnz5ycyMpJRo0Zx6NAhsQW8Ro0aFCpUiNDQULp37y66bHt7e5OYmGhF6u7Vq5dFtgWyfnB3795NYmIi0dHRdqX97eHVq1f4+PhYeR41a9aM2bNnv3d7o9FItWrV7GpvHDhwQFTwjY2N5eTJk0ilUiIiIrh+/TpbtmwR+Sj2VLMPHjyITqcTA+z09HTuvWvTYKNt34yNGzcSEBCATCZDJpOh1+upUqUKTZs2RS6Xo1KpqFKlCoGBgej1elq1asXGjRuJjo5m7ty54n4uXbrEggUL6NGjB7Vq1SIxMZGKFStSp04dsdXerOskkUioW7cuw4cPZ8mSJRw4cIBbt27x448/otPpxO9ZZmYm69ato2DBglSsWNEun2Pu3Lm4ubnh4uJCdHQ0DRo0YPbs2VSqVMnm+j179rRSSP5QtGvXDhcXl7+NY2IymQgJCREn/UePHlGmTBnc3NzYu3cvly9f5uDBg7nSgerZsycqlYonT57w/Plz5HJ5jtmfSpUqsXXrVqvx/Bm0bt0aQRBITk7OcaxGo5ENGzag0Wj+lu6u+/fvs3DhQgICAqhbt65NnzIHcoYjyPkfhvnJ5H3Yt28fgYGBKBQK2rRp8+E/FO/J5PTs2ZOpU6fmuItFixYRFhZmKdKXQyblzJkzNGzYUMyWJCYmcuLECZ48eYLJZMJkMvHs2TP8/PwoXbo0TZs2RaFQ4OzsjEKh+NPndNvFhZIlS7J3716r6zRq1Ci8vLzw8fGhXbt2KJVKihcvjl6vp1q1aixbtkxsRTYTCD/++GMEQWDp0qVWWRuTycSGDRvw8fFh5MiRuRYMXLhwoRW36sGDB6hUqlzJ2M+ePZsSJUrkmEU6evQoTk5OlC9fnvT0dNq3b0++fPnw8PBAoVAQFxfH+vXr+eijj5DL5cyfP99qH1OnTqVMmTJcvnyZYsWK2RVg5B39l127dhEbG4tEIsHf359Lly5hMplIT08nISGBhIQEC4fyH3/8kW7duuHi4oK7uzuJiYnvzYiYTCb8/f3ZunUrBQoUwKwt5e3tzddffy1eG5PJRKlSpZg4cSLbtm2jZ8+e+Pr6UrJkSbZt25bjd2nDhg34+/sTEBCAUqmke/fuqNVq3NzcbGYo0tLSCAsL+9NdReYST48ePf7U9rbw7NkznJycmDBhAmPGjCE4OFgUqlu2bBmQlWn90KDq3LlzhIeH57jO+PHj6dWrl/j+yJEjCIJAs2bNPvg37NWrVzYVlu1h6NChFsf+UDx+/JjFixfj6upKpUqV2L59uyNz8yfhCHL+h9GoUSO7Qmu2UKVKFVxdXSlTpoxd0qdNvIeTU7t2bSsOxrsYM2YMOp0OZ2fnrLq3nX0+mTOHTp06IZPJcHJyomTJkiQkJDBo0CCb+42NjRXVap8/f06NGjUQBIFGjRrl/KOWg3icrR8js5NzgQIFKFKkCEWLFmX27NkkJyczZ84cUc7/5cuXDBo0CH9/f77//nt27NhhQW6sWrWqVTfN7du3KVWqFC1btsyVZ0+ZMmWsnnAPHz5MsWLF3rvtw4cPLZzI7eH27du4urpSpUoV8ufPz5QpUwgPD2fp0qV89913tGnThgULFgBZPBylUkmrVq0srt39+/fx9fXFw8Mjq3QSFJRjsPz48WMaNWpEWFgYmzdvpnz58ri5uYlP1P369aN06dIkJiYSFRVFgQIFxMDWnFmKiopCEARKlixp8+//6tUrzp49y6effopSqaRp06aimWWJEiUoWLAgrq6uODs7o1QqRWE6g8FApUqVGDt2bK64MyaTieXLl+Pt7c3Hbz20nJycqFixohgo792712q7jRs3EhcX98ET4oMHD+jZsyeCIIicqr8Lhw4dokePHgwYMEDM6GQXGj1+/PgHqyV37tz5vQ9oZ8+eteB8LVy4kNq1a2MwGP5y6/v7sGvXLrsZt/dh2rRpCIJAwYIF2bNnz988sv89OIKc/2FUqVKF7du353r9TZs2UbVqVerUqYNCoWDRokW5/zHNIetSrly59wqKNW7cmFmzZhEbG0tSUpLdTMovb4OB/PnzM3DgQIxGIwaDwS6puUyZMpQsWVJ8bzKZcHV1RaVS4efnZ9eA9EOl85OTk/H09CQqKjzD2QoAAMGkSURBVIoyZcrw7Nkz5s2bR7t27QBo37696EoNiGTMZcuWERQUxJ07d0Ql5pYtW1rt/+XLl1SuXJn27dvn+DcxKzy/q2a9ZMmSHEXrzBg1ahRt27Z973qLFi0ib968mEwmtm7dSkxMDE5OTvTr14+zZ88yZswYi8Czffv2CILA/fv3+fLLL2nXrh1qtZqqVasSFhaWNVHZCGzTZDJ+nzaNixcvEhoaSo8ePcQSxtixYwkKCiImJoavv/4aHx8fgoODxUB9xowZ9O7dG41GYzGxFyxYkOLFi6PT6RgwYABt2rQhPj4ejUaDTCZDpVKh0+nw9vbG7Du1f/9+MjIyMBqNVKhQgdTUVB4/fkxiYiKfffaZ5cXJ4btw9OhROnXqhMFgwM/PDycnJ3r16kWfPn3w8PAQxyCVSnF2diZ//vx8++234vZGo5HIyMhclzBv3rxJlSpVxCDa7H7+ISTgzMxMpkyZwsSJEz+YPAzQrVu3D/odevnypTje9+lHxcfHiw9Qv/76K2q1GhcXlw/qRvszmDJlitX3KTMzk+vXr+f4ILJ06VKCg4PZunWrI3PzN8ER5PwPo1ChQh9U47179y5KpZKMjAy2bNmCt7c3TZo0yVl9NReoUKGCzadSM0wmE35+fly5ckV8yrGXSTEKAk2bNhXbYe/du4ezszOvXr3CZDJx/fp1tm/fzieffEJycrJonZC9Zb5s2bIULVoUvV6PUqm0cmAGPsgEccOGDUgkEsqWLUtUVJTol9SvXz+ioqIICAhAoVBYEUoPHTokZgnMT7pGo9FuN8Xz588pXLgws2bNsnstd+7caWUqCVmdc/ayXWZkZGTg4+OTq3bVihUr0rVrV/G9yWSiUqVKlCtXjrCwMORyOV5eXlSvXp26detStmxZnJ2dkUgkFCtWjMmTJ3Pr1i1MJhMxMTF/BMHZAgRjYCCbkpNFQb2hQ4daTAx79uxBp9PRrVs3PD09mTFjBrVr18bLy4u+ffsSEBBAzZo1rVzjO3XqhLe3t2jnUalSJcaPH8+BAwfE+2rChAmUK1cOiUTCN998Y7H9+fPn0Wg0XLhwAZVKZTnx27lvro0dS/ny5QkODmb8+PFcvXqVBw8e4OrqKm564cIFfH19SUpKwsvLi5iYGAoUKIBEIqFEiRLiPTJhwgQ6dOjw3r/R1atXCQ4OpnHjxuh0OrZs2YIgCO8NlLPj1q1blC1bViwDmgUE/yq6desmBjLvOpunpaWJn73P62rDhg2o1WqR1zZ9+nQEQci1592fwaVLl9DpdJw+fRrIymrGxcXh5uaGSqWiVq1aNo9vMpkIDw//j4kY/q/CEeT8D0MQhA8rOwFFixYVA5J79+4RERFBRETEBysQZ0f9+vVz1Is5cuQI4eHhmEwm9uzZg1artZtJ+dXJyYKbYv5RK1y4sCifHxQURPHixUlJSaF48eK4uLiQN29esTxx4MABPDw8WLdunciBeNcfB+CXceO4KZVmeQLZaGe+d+8ePXv2xMXFhXz58qHRaCwCBD8/PwwGA1988QXr16+3+YTn4+ODIAi5JjFevnwZrVZrtwMtNTXVJueiT58+VgTnd3Fu8GBuu7jY1Toy4/nz57i6ulq1HGeXILhy5QpyuZwNGzawceNGdu/ezcmTJ4mLi8PV1ZXixYuL7fMeHh54eXlRpUoVBgwYwM6dOy2C2ICAAOrVq0dYWBh58uQhJSWFqVOnsmLFCgRBoEWLFjg5OeHq6ipOji1atMiV3svatWvx9/e3mEzT0tIoXLgwWq1W5OW8i+bNm9OwYUMaNWpk+YGd+/amVMrChQsteE5GoxGpVMrz58/FZRcvXsRgMBAcHMy0adPQ6XQ0b96coKAgZDIZAwcO5OzZswQFBeUYqNy6dYvAwEAqV65MYGCgWH40X9fcYPv27RgMBsaOHUtmZiY7d+6kdOnSud4+J3To0EH8W9lqdjh48CClSpWy8oazhcuXL+Pm5ibyzV6/fs3MmTORyWTvzTw9fvyYTz/9FDc3N0aMGPHe4M/cMZbdbiQlJYVevXrx8uVL3rx5Q4MGDahRo4bVsb/66ivy2TCpdeCvwRHk/A8jMDBQJP/lFtOnT7cQ4zMajdSsWRM/Pz+barW5wYABA3IUAuvQoQNjxowBskT96tWrZ1u63t2dfr6+onoxZE2mrVu3ZtKkSTbr8JUrV0alUhEbG0tERIQY6AQEBLBixQoePnxI3bp1kUgkNGzYkN27d5OWlkZGRgYxMTF8/vnnFvt7/fo1X331FW3atMHb25vKlSujUCioVauWeA4AT548QSKR5NgCC1kpbqlUarNEZQ9TpkyhevXqNj8bMGAAEyZMsFreunXrnNVmV6wg/V1nbzuZq9WrVxMUFGS1/LPPPrM4j2rVqrFixQpu375N//790Wq1lChRgooVK4pdS2q1GrMGzfbt2xk9ejQJCQloNBp69epFYmIiH330EZD1JPzTTz8xb948evbsKU78UqkUd3d3fH19kUgkeHl5fVD2ccyYMSQmJmI0Gvnqq6/Ezrnhw4dTtGhRq0wDZBlYKpVKZs6caflBbswzs2Wrbkgk/PLOd2PlypX4+fkRFhbGZ599Rtu2bcWAwNnZGYPBgLe3t10DW5PJRK1atVCr1dSqVeuDv7evX7+md+/eBAUFWQjg9e7dm9atW1utf/XqVdGQNifcunVLHEtaWhoNGza00JF6F3PmzLFQMc8J3bp1IykpiZcvXxIfHy+WGnN6yFu6dCmenp5Uq1YNQRCshCXfRWZmJtWqVRN1kSCr/JjdgR6ytHaqVq1KyZIlLQKaSpUq/bnuVQdyhCPI+R9GtWrVbGYocsLTp0/RaDRWmYJSpUpRsmTJP6Xbsnr1aurUqWPzs1u3bll0/YSHh//Bn1ixggceHllk36AgTvbrR2JiIh4eHrk6bmZmJiqVinbt2jF8+HDKlCmDVqtl/vz59OzZk7i4OHHdXr16UaBAAUqWLIlCoSAoKAi9Xk+HDh3o1KkTjRs3Ji4uDoVCQfHixZk8eTLLly9HLpczbdo0DAaDxcTau3dvnJ2dc0UUDg8PR6vV5tpuIj09nYCAAJsWGV27drWeeIHy5cvn7Bn0ARykkJAQS5Xmt5O2SSLh92yB0bp16/D390elUtGzZ0+uXr1Keno6xYoVo3Tp0uj1ep4/fy52L2XXUrl+/TrVq1dHJpMxbNgwm+n/Dh06ULt2bXQ6HdevXyc9PR2lUolMJsPb25sRI0bkqqvn6dOnhIeHExYWJpKazVmp5ORkChcubKVgbOZ2WQWO77uONoL3DBcXi2By+fLlNG3aVOwii46Opl27dhYEdZlMRmJiokWG9ebNm8ycOZPo6GikUimLFy/+YN7H5cuXKVq0KHXr1hX1aiCLuOzu7s6tW7fYs2cPixYtEifw1NRUatSo8d59m7uuPvrooxzH9eLFC9q3b49er0cmkzFv3rz3nscvv/xCeHg4rVq1IiUlRbxOtrbbsWMHHh4ehISEcOzYMXHdvHnz5niMPn36ULFiRYvOutKlS9t8eNiyZQsGg0HMbJr1pf4Mp8mBnOEIcv5H8fz5cyQSyQcbMQJMnDiRatWqWfxAmCfWD6nnm3Hnzh28vb1tTlSNGzdm6NChQFZpws3NTXSD/vHHHzEYDDx69EjU/ClVqpRdt+h38f3335M/f37OnTuHwWDg1atXzJ8/Hz8/P9RqNe7u7iJXJy0tjbx587Jnzx4eP36Mn58fo0aNYu7cucyZM4eVK1fy/fff8/TpUyCLT6NQKFi4cCHdu3dn5MiR4nGNRiMajYYiRYrkapwjR44kLi7ugzRQJk2aRJs2bayW9+vXz6YBa2xsbM73wnu0jszIyMhAEIQ/rDHscFDuz5hBsWLF8PDwsGgfL1OmjKgg3KRJE3G5v78/rq6uTJkyRWwHDwwMZOPGjdSpU4fChQtb6T19+umn5MuXT3zanzFjBomJiajVamQyGW3btkWv14uT39ixY5k7dy4LFy4kNTWVnj17kpiYKJp9KpVK8Yl8zZo11K9fn0OHDqHVaunUqZPVJVMqldbq2StWYMqJy5WLYHL06NHid8JkMrFv3z5SUlIwGAzihOzk5IROpxNLsUFBQWi1WsqWLYter39vadIWNm3ahFarZdasWVbf8T59+tCuXTvWrl0rjsH8fTZLNmTHjz/+yLBhwyxE9VJTU8Vtc5KUMHfAZf+Xk+rvvXv38PHxITIykpUrV2I0GtHpdAiCYJWJHT58OIIgMGvWLIxGIxcuXBDVyVetWmX3GOPHjyciIsJCemDz5s0ULFjQ7tjMVjrly5dn//79REdH292/A38ejiDnfxQ3btxAEARxUv4QpKenU6hQIRYuXGix/Pr166hUKjp16vTBcurlypWzKt2sWbOGvHnzihmQBg0aWJjyNWzYUPwx/P7779Hr9R90zO7du4tEyfr161uYSc6cOVNs2TX/SK1YsYIyZcqwe/ducrqXzK7I48ePx2g0otfrLcit5tbg7MRce3jz5g1btmxBrVajUChypWMDWUKP3t7eVpm1iRMn2iwB1KlTR7QPsIlcZnKmTJliaaBqZ7tbMhmTJk1i7969BAcH8+TJEwYOHIhOp+PevXvcuHHDIlitXLkyU6ZMQa1Wk5yczMKFC0UvMpPJxIwZM/D19bVwM9+1axdqtZr69etz48YNtFqtyIkyGAwcPnyYFy9esHHjRqZMmcKgQYPo1KkTbdu2pWfPnuxo1oxXer3IuZpcuLBYTsjujTRy5EibStEqlcpmx9rmhg2zrClscZtyEUzWqlXLJofNZDKxe/duvLy88PDwwMXFhX79+pGQkIDBYKBAgQIULFjwg21RIOveNxgMVhkrM4YOHUqzZs149OgRrVu3tuj4soXsAcqUKVN4/fq1RdbEXtkmNTUVX19fi+3fJyR66NAhfHx8uHv3rpU7d/ag5MmTJ3h5eVnxC69du2ZhO7F3717Rq23u3LlUq1YNDw8PUlJSLPy/IiMj2blzp91xSaVScRzLly8nIiIix/Nw4M/BEeT8D0MQBJvmibnBhQsX0Ol0Vq2q165dIywsDG9vb9q1a8eCBQs4ePDgezkQa9asoVSpUuIT3/Hjxy1KNOfOnUMul4vjvXfvntWTdW7LVJCl96JSqbh586Y47nfLcM+fP8fPz4+WLVuSmZlJRkYGfn5+JCcn233SvHTpEiqViv79+wNZztLZRcvu3buHr68vefPmzbELCrK6dAoUKIBUKqVOnTp4eXmJ2jK5QUxMDN99953Fss2bN1OtWjWrdRs1asTKlSvt72zFCl6+O/G+w8nZt2+f9aSTg56QGV27dqVkyZK4u7vbzSZVrVqVL774gocPHxIZGYm7u7vV9TMLI5q5V1999RXOzs707NmTUqVKWXCR8ufPj1wuRyaT4e7uLmolZT9fq7KRqysjwsKArIDCx8eHS5cu8eWXX2IwGKzGHBAQQGJiosWyy5cvo9Fo7PJl3hdMvn79Gm9v7xx1ZdLS0vD29sbX1xetVitag4wfPz5X5dHsMBqNDB48GF9f3xzbrp88eUKRIkXsekmdOHECQRAIDw/n9evXjBs3jpiYGLp06UL2Lqn3ZYEbNmxoEeB4enq+1w3dZDLRsWNHsYx3+fJlZs+ebUU8P3fuHLa0d6ZOnSpKPZhMJlxcXKhQoQKffPIJKSkpTJ48mUWLFhETE4OXlxdNmzZl0qRJlC9f3u75PHjwAEEQcHd3F8uxtgjsDvx1OIKc/2FoNBq6d+/+p7c3t+ja0uT44osvqF27NtHR0RgMBtzc3Gjbtq1dL5nMzEzy5cvH9u3bOX78OAaDQeRgZGRk4O/vb2EOOmfOHJo3by6+X7169Qdlcvr160f79u0tls2ZM4eYmBiLbpY7d+7g4+NDYmIi169fp1+/fqjVaps/+Ddu3ECv15OSkiIuW7x4MS1atACysjKVK1dmyJAh+Pj4WLlcm2E0GpkyZQopzs78Lpdjepv5aCoIBAYG5rr7omPHjqLbthl3797F29vbKoXeuXPn91o6dFEqyfD3t9ld9ejRI/R6vUVXCZCrDNDly5eRyWRUqlTJ7qSQkJAgXq9Hjx7h5OSEh4eHVXv/woULyZcvH8+fP2f37t0IgoCHhwcNGjSwuG6XLl1i//79pKWlsWzZMsLeBi/vG/cNiURUo+7evTujRo3i5cuXyGQyq86kmJgYYmNjLZY1bdrUImNoBVtaQFKpeK03bdpkFTjZQsGCBenWrRv+/v40atTovSUde5gwYQLx8fFWApS2sGjRIvFez47Xr19bBCb169enVq1a4vuxY8fmejxmsU6pVMqBAwdyvd2zZ89YunQp9evXZ8qUKVy/ft0qqDBnt82B4Lx585gyZQpJSUnib9Hx48d5V3IiOw4fPixmmo4ePWp3POZzb9y4McOHD8fJyYnx48fb9CVz4K/BEeT8D6NAgQIfpHhsC+aW7oULF+b4FHb+/Hni4+ORy+V8/PHHNvk3u3fvRqfToVarLX6AkpKSKFKkiEXpJTk52aKePmzYsFy3r544cQKtVitOVmaYTCbatWtHlSpVLMptL1++pFKlSri7u1O/fn0kEonVhHHv3j0CAwOpW7euxfIhQ4YwevRoMjMzmZOQwF03N0wSCdcFgZfvlPsgiyAZHx9PJ09PMl1dLSa7DBcXUpydadasWa4I3lOmTLEpLR8bG2sVYA0aNIjhw4fnuL8SJUrYNB40d+vY5BjZ6oLLlgHKyMggODiYFi1aUKxYMdq1a2ezjTkgIEBso9+5cycVKlRg9uzZODs7WwXZKSkpdO7cmWfPnolO7jkROm/cuIGLi4vl/ZuDDtOGDRswmUwcOXIEHx8f5syZg5ubGxcuXLDYb1JSEnK5nNq1a2M0Grlx4wYajeb9JeJs3VVPVSo+ytaplpiY+AffyQ6MRiMqlYo7d+7w+eefU6lSJbLbKOQW9+7dQ6VSif5h78OAAQPEDGZ23L5924pDY/73Idygmzdvittlf5DILU6cOCHycr788kubulBmvSCAHj16ILx9sDBnGHv27GkzkMuOcuXKWTyQvYs1a9YgCAITJ04Udb+KFy9OYGCgWAJ14O+DI8j5H8aYMWMs2sH/LM6fP0/BggWpUaPGe3V39u/fT3BwMMHBwVn2DG9x/fp1GjRogFKppEKFCuJT9+zZs/Hy8rJK74eGhlq0hCcmJjJw4MD3jvXZvHn86uRkV9smIyODpk2bkpCQYMV/OX78OMHBwQiCYJFBSEtLo0CBAjafsDt37kxqaiqpcXFZT+R2yj0mk4nFixejUCioWbOmXQuDGxIJ1atXF1PvOcGeivHkyZOtWtK3bt1qs4yVHe3atbPKDEFWS7NKpbLv97RiBfcVCoyCwGsfH84OHszGjRvZtGkTRYsWJSoqirS0NJ4/f07t2rUpVqyYhfXB/fv38fLyEgNLc/D2/Plz3N3dRWVrMx4/foxarSYgIACpVGrZTm9HbVgul1sKy+Wgw6RUKsW2dPOkq1Qqad68OWvWrOHFixfcvn0blUqFTCZDrVYzcOBAxo8fT+fOnXO8xu9i7dq1Yrlzz549hIaGvrfkdPr0aTEzlZaWhkqlIn/+/B/cnrxw4cIP+n0oX768XTfxgwcPUrduXT755BOOHz/O69evPzizlJ2z07Nnzw/a9uLFi6jVapYsWZLjw1ijRo1Ef7zTp08jCAJDhgzBZDLx5s0bZDLZe60Wypcvn6OC88CBAy3KYmfOnCEpKYnZs2fj4uLi0Mn5m+EIcv6H0bNnTzQazd+yr/T0dCZMmIBG8//YO++wJtIuir+hBEIKpNN7BwEpKggWRFFEFBV7b6ur2HvvWLB3XAt2sa69u/aGFSt2wS6IoiAlc74/ILPEJBAUd/fT/J4nDzB9JiFz5773niNE69atceTIkVK/xPr37w8jIyO0b98eHTp0AJ/Px/jx45GZmYkaNWrg999/x4MHD8DhcLBnzx6FdQsKCqCvr6/QqsnlcsvsFPu8fDlySgk05MjrECwsLJQKB8+ePUvf4OT1QbGxsbC1tVX55dS4cWNIpVK8ZbNV3jRhYwOZTIZevXrBxMTk7+LrUjIJ8rT616JjX/O1Lo2czMxMCAQCBYHB+/fvq9S2KcmaNWuUMlVv376FiYkJli5dCgaDgapVqypkYrKzs7Fo0SIwGAwwmUxYWVmhVq1aaNKkCVxdXaGnpwdTU1Pw+XxER0dj/fr1mD17NkQiEWJjY/Hs2TMkJSUpBGD9+vWjtWmuXr0KiUSCunXr4v3797h79y46dOhA+zvZ2toiNDS0aMVSVKrl1gw0Krqgvujp4Y/QULRq1YoONEaOHAldXV38+eefmD9/PurVqwcOhwNDQ0O6I+zSpUvg8XhwcHDApk2blD7PpXH48GFYWlri06dPcHZ21qhuY/z48QqCj40bN4aenl659XCGDRtW+tBaMW/fvsWIESNgaWlZZn3M9yCTyWgvsLIMfb/mzz//VGhaUEdGRgZ4PB5u3ryJO3fuwMTEhJ43ffp0EELKbKro0qVLuTqlStYXCgQCjZsLtGiGNsj5hYmNjVWrT/OtZGVlYfbs2ahcuTL4fD4aNmyIoUOHYu7cuUhISMC8efMwfPhwREVFwcTEBLq6unBxcaELgIGiJ/HAwECIRCKlm/SVK1cQGxsLQ0NDnDhxAu/fv8fjx4/LdA5/9uwZnuvrqw00VHH48GE4OjoiIiICZ86cAUVROHfuHAwNDRETEwNHR0esXbsWHA5HKYN148YNtGnTBmw2u6h2qBQRuHbt2kEikSgqBKvJJDwhBJ8+fVLQRVGnUrto0SK1mYPx48crOLrLZDKw2exSvYDkN4CSyzRr1gz+/v7YtGkTjIyMEBQUBAsLC1y7dg3jx4+HSCSCpaUl9PT0FDRpjh49CiMjI1pM7vnz51i9ejXq1asHqVSK0aNHo3///jAxMYFUKkXbtm1x69Yt2tFc3naek5OD06dPw9LSEkwmEwKBABMmTKCLSKdOnQoej1cUlJRSH+Th4aHQyn7nzh1McHHBc319UAxGUWZt3TqlwPHy5cswMDCAv78/3NzcoKurCx6PB19fX+jp6cHCwgJLlizBjh07IBc3NDAwKFMEUs7169chEAjQoUMHpf8F+ftfcti2oKAAtra2CgF/jx49wOfzNdpfSUaOHKkgYFmSFy9eYNGiRQgKCgKTyUSrVq2+S/VcEz58+AAmkwk9PT2lzs6ymDBhAnr16qXRso0aNcKyZcuwfft21K1bl54u18UqC7nbuaaZqjlz5tAZ10qVKilZ7chkMly/fh3Lli3D4MGD0bFjR7Rq1YrW99qwYYP6QnYt2iDnV2blypUaFTF+Ky9fvsS2bdswZcoUxMbGomvXrujTpw8mTZqEpKQkpKenIzs7G66urqhcubLCzTM7Oxt6enpwcXFREMEbNmwYPQwglUrBZDLBYrFga2ur8hgoisKmTZsgkUiKOnpUvb7SeilJbm4uFi1aBHt7e7i5udEO58eOHYNUKgWbzcaaNWvw+vVrnDhxApMmTYK/vz/MzMwQFxeH6dOnF7WKq7nBvi5W4v1a2+f5zJn49HVAxGKhcwkvo9OnT4MQgtmzZ6s89sGDByMuLk7lvJycHDg7O2Pjxo30tDK1clDU3TJnzhwARaJpPB4Pb9++RZ06ddCnTx8UFBQgOjoaDAYDQUFBWL16NXg8Hpo3b05vQ17roWroCyhyj46KioKjoyM2btwINpuN1q1bw9HRkX6/+Xw+hEIhDAwMYGtri4iICAQEBMDQ0BDr168HRVHw8vICg8GAvItFVsr7X7duXbq1fv369RCJRFiwYIHSjWrFihUK+kNy6wWxWAwOh0NnMrKzs8HlcuHj4wNDQ0McPnwYUqkUI0eOxIYNG8Bms0stTJVz4cIFtGUw6GBLPsT2dTGv/H1LTExU+p+eP38+mExmmfv6mp07d8LZ2RnHjx/HtWvXcOrUKRw4cABt27YFj8dDo0aNsGfPnh+avZFz9uxZeHt74/fff4ednV2pNjCq2LZtGy05UBa7d++GpaUlatWqhcWLFwMA7dCuSTdqYWEhXF1d8dtvv2nkkeXj44O4uDhkZ2ejfv36dKbv4cOHGDhwIN2N2bFjR8TFxWHlypVYv349EhISMHbsWERHR0MkEsHb2xuzZ8/+R96P/ye0Qc4vTL169f4TMuIymQy+vr5wc3Oj6zrOnz8PDoeDlStXQiqVolOnTrh9+zZatGiBDh06QK/Yo0omk+Hs2bMKNRxAUXBz+PBh1KxZE5UqVSpqpS6nc/jX2zt9+jSGDBkCQgiEQiF9A9XR0YFAIEC1atUwaNAgHDp0iB7OOHr0aJHLuZqumd58Pm3YWZLatWtjaUgIKGtrUAwGCiwtcXfsWHh7eyssd+vWLYhEIpX6JWFhYaXK6V+5ckWhTT8mJkZJHO1rkpOTYWFhgezsbHh5edF1UBKJBEePHsW0adNgbm6O4cOHg8ViwcjICCEhIXSxrEwmg5OTE1q1alVmu/D27dvBYrEQFhZGT0tPT0ft2rVhbW0NIyMjmJmZoWrVqggNDUX16tVpry+pVIomTZrA2dkZHA4H1apVQ/rXthQl3v8BAwYgPDwc8fHxsLGxUdsuPW3aNAwaNIj+Oy8vD3I7hdq1a6Nhw4b4+PEjVq9ejYYNG6KwsBAODg7gcrkKPksjR46EQCBQyn7IZDK8e/cOb9++xbFjx9BeV1dt635oaKhCoJOVlQULCwsljRp5bcnXYomasGjRIlSrVg2enp4ICgpCaGgopk+f/sOzNl8jP8dRo0bBzMwMW7ZswcqVK7Fx40a18hSnTp1CdHQ0Zs6cidevX4MQgr/++gvv3r0rs65Jvr/Pnz/j8uXLIIRg9OjRGh/vjRs36M+iui5KOZMnT0ZQUBDYbDbkBcndunWja7m+LmhXRWFhIY4dO4ZWrVpBJBJh1qxZ36Q+/zOiDXJ+Uc6cOQMbG5tyGfL9SGQyGfz9/eHl5YWsrCwMHjyYdsvOzMzExIkTIZFIwOFwUK9ePQiFQly+fJm+URYWFuLJkyfYs2cPhgwZAnt7e3h4eGDVqlV/f6GVwzlcHTk5ObRSdGFhIcLCwuDn56fQdl6Sz58/g81mF3XUrFuH18UZhZcGBugnFit9QaelpWHKlCnQ1dWFqakpmEwmRCIRxGIx9PX1YWhoiDp16mDSpEl0YLdt2zZYWVkpHENOTg44HI76YuBitm/fDjMzM1y9ehWJiYmoX79+mdegXbt2aNu2LTgcDnJzc3Hp0iWw2WwMGjQIXl5eeP78OR48eAALCwvweDwwmUw6aGjUqBHc3Nw0Eot8MHEinunoQEYIMnk8rKhTByYmJggMDET16tVpn7GSjBkzBkKhEEKhEKamprTgmp6eHrqz2Urvf56eHuZXqwY/Pz8wmUwYGxtj2rRpuHnzpsogrHPnzliwYAHOnTuHdevWoVq1arCwsIBQKMTp06fRo0cP2gJCXs8lN4hksVgKHX2NGzeGo6MjWrRoARsbG/B4POjo6NBGojo6OqUGZhRFKSgMu7q6qhxOyczMBCEEwcHBePjwocqg+r+A/MFEldVGeno63e1UshW9QYMGMDMzQ3R0NJYvX44pU6agoKAA165dA5vNRlRUFJycnOhaHvmr5NCkKgghtJ9e586dy+UdJycrKwthYWFq6x7fvn2Lbdu2YfLkyRg/fjyaNm0KMzMzMJlMtG3b9pvfpzt37qBu3brw8/NTECH9VdEGOb8oERERZf6j/9PIZDL4+PigcuXK8PX1xfjx4xXm5+fnQywWIyoqCsbGxuBwOPRNQUdHBxYWFggLC8OECROQnJysOlOgprtGU86dOwehUEgPA+Xl5cHd3b3UQKdRo0ZYvXo1gKKgQi6KVrKt+eLFi4iKigKfz4ednR08PT3x+PFjheGSJk2aYO7cudi9ezf69esHMzMzBAUFYc+ePWjYsKGCJ1VSUpLG6fmtW7dCLBZj06ZNMDc3L9OdW26vERgYCABo1aoVvL294eHhgYyMDBw9ehRmZmZYunQpXrx4AQaDAalUiv79+4PBYKB///5lZnE+L1+Oz1/VMeXq6CBr8WLcu3cPVlZWStvYvXs32Gw2rl69iry8PFSrVo3OthFCYGhoiNX16tGB01sOB3vatMGGDRswevRoEEIwZMgQdOzYEXZ2drCxscHo0aMVhhJdXFwwZMgQsFgsODs7o1GjRsjLy4OzszOdBfv999+hr6+PTp060bVagwcPhp6eHoKDg+n3VP55J4QgNjYWV69exePHjzFo0CAwGAx06NChaIiqjCHWhQsXQl9fHzo6OliyZInStXz58iVEIhFatmxJB54DBw4st/3Kj2b8+PH0e9W3b1/6OqWnpyMpKQlZWVl49+4dkpKSFIL3q1ev0uvp6+tjypQpsLGxUbDaOHLkCGrUqEEvp06vS05GRgZ9fXx9fZXd5DWAoihUrVoVqgQGb926BUIIQkJC0K9fPwwfPhwxMTEQiUSoUqWKUsb2W/Y9b948SCQSJUHQXw1tkPOL4uPjo1ai/d+koKAAXl5eMDY2xvbt25XmGxoa4tGjR4iLi0Pv3r1RWFiInJycf+wLe9KkSWjWrBkqVapE77OgoADu7u4IDw9XeRw7duxAQEAA7bnUs2dPOoOWmZmJTp06wcLCAosWLUJWVhaMjY2VhM4yMzPB4/EUvtwLCwuxefNmuLu7034+ci+gmjVrlq5g/BUXLlyAnZ0dQkJCYG1traQhVBKKoujsyLVr1yCRSGBiYoIbN24gNjYWZmZmdJvtq1evIBaL0bNnTxgZGWHq1Kng8/mIiYlRGxTm5ubi5VcaQXTmxcwMFEXB2toa169fp9e5e/eukg8WAHC5XBBSZK4oFwb8umPuzJkzYLFYMDAwoIdhKIrC1atX0bt3b/D5fAwbNow+16SkJCX365o1a2LUqFF48eIFTE1NceTIEYwbNw4ikQi1a9fG4MGDIRQKwWKxFIp5c3Jy4OTkhMmTJyM6OhrGxsbo1avX38NBGgyxzps3jz5PQoiSK/q1a9cUun3kQcG6cgb4Fc3x48exZcsWuitx0qRJIIQgLi4OLi4uiIyMxLJly0AIgb+/P2xsbNT60mVmZuLSpUvYt28f/RBRUFCAuXPn0tnS48ePw9DQkHat14Q3b96AEKJxoThQFFSuWrUKPj4+kEgkKouCO3furNDtFR8fDxcXFzx9+hRHjhyBs7MzPn/+jLy8vDLV4oGigPn8+fNo1aoVdu7cSduX7N+/H2KxGOfPn9f4+H82tEHOL0pgYCDd2fJfo6CgAHZ2dqhatarCP/inT5/oWpzU1FRIpdJyy9SXxefPn5GYmIjx48dj8eLFCl+qFEXBw8MDJ06cgKurK44ePUrPy87OhkAgUHnjkMlkcHNzU9LOuHLlCmxtbdG7d2+6WHD48OHw8PBQCpamTp2qNmWen5+PESNG0De5o0ePws7OrtzX5uPHjxg8eDAMDQ0hlUpLdT3fvHkzdHR0IBQKQQhBo0aNIBQK0aNHD4VhpPT0dJiamsLd3Z12on779i3c3NxgYWGh9JSZlZWFWrVqqS0SlhECmUyG4cOH04XC2dnZcHBwUFDAlmNqakq3c2/duhXGxsYQi8UKNTdykUp5XdHXvHjxAu3atYOJiQmaNGmCVatWQSAQKCzTrVs3NG7cGDVr1lQwY83NzcW2bdvQrl07yLWNCCEwNzeHhYUFDA0NYWVlhZYtW2LFihXKQxTr1iHv6yGr4iHW3Nxc9OrVC87Oznjy5InCcExJa41NmzYhOjoab968gZ2dncJy6pR7KxqKougAnaIodO/enT4GeRHxxo0bIe9KkgcXhBQZWJ45cwYCgUCp9u5r8vPz4e/vjwkTJuDYsWMghNAF7gUFBWCxWOWqTZo5cyZ9HL///nuZhflfvnyhszctWrRQOywrr6dq0qQJkpKSYGVlRXeYvnr1Cv7+/jAwMICJiQkcHR1x48YNlQ9QL168wOjRoyGRSODg4EAfq4mJCR087tmzB6ampr9sB5Y2yPlFMTU1VWjb/lY+f/6MS5cuYdOmTVi2bBmWLl2K9evX4+zZs99k/iknLy8PLi4uCAoKogOdlJQU8Hg8epmQkJBSnYE1RSaTITExEZ6enjAwMIC9vT2Cg4Ph7u5Od+907twZffv2hVQqRVxcHBo0aACJRIKWLVsiIiICISEhMDMzA5fLhbu7Ozw9PdGwYUP6prl//344ODjg06dPAIC//voLYrEYSUlJCscizxSU5N27d5BIJPTTmTrkbcpSqRTbtm375uuRnp4OOzs78Pl8ODg4oEuXLoiPj8fGjRvx559/YtOmTYiIiIBYLKbrR2rUqKGyliIrKwt6enpwcHBQ0hEaMmQIjIyMMHToUOTl5eHixYtwcHBAnz598JrFUhnkvGAysXHjRjx58gQCgQAZGRlo3Lgx3N3dlba/fPlyMBgMdO/enc5kxMfHw9zcHGZmZkhLS0NOTg54PB49RLhkyRKkp6fj+PHjWL58OQYOHIjw8HBYW1vTNxBjY2O6XkzOokWLwOVy0bRpUxQWFiI/P1+p8NPV1RXnzp1DcHAwjIyM0Llz5zL/BxMSEtCaEDwmxX5fNjag1q3DwYMH4erqipiYGLor8fPnzwoBjFySoE+fPpg+fTodCPn5+eH06dNwcnIqlzWCnPnz52P37t3lyp6OHTsWhBAMHz4cNWvWVDhOuUmun58fCCH0Nblz5w7dzRQREaHQ1VYaly9fBofDof2qXFxc6HkmJiYghJTq/VWSwsJCpKam4o8//kBERATYbDYaN26sVOvy/PlzNGnSBIQQ1KlTp8zsy+3bt+nzNzAwUDnMmJubi3379tFZWjc3N4wePRpeXl7w8fFBeHg4bfRbUhg1NzcX1apVU1C4njp1KmrUqPFLCg1qg5xfkJycnO9S1szIyMDChQsREhICNpsNb29vNGvWDN26dUP37t0RExMDf39/sNlsBAQEYMaMGWWOgatCHui4ubkhODgYurq6Cu7f+/fvh6ur6zcVT8tkMuzbtw+1a9cGl8uFVCrF2LFjlTIL79+/R2JiIho3bgwjIyOYmpoiICAAdevWhUAgQGBgIPr3749x48YhPj4eS5YswYoVK7Bs2TJ07doVXC4Xjo6O2Lt3Lzp06ICOHTviypUrEIvFOHz4sMK+Fi9eDDMzM6W25Y4dO2rsMWZmZgZdXV2VQ33lYcuWLahfvz5u3LiBxYsXo2/fvmjRogUiIyMRExODgIAAOivRsmVLBAUFoUqVKjh27JjCzW/hwoUghKjtEElJSYG5uTmMjY0hFAqxefNmTJ48GRNcXJTE+GBkhCuDB8Pb25s2XaxevTqEQqFSBmT58uWwtraGgYEBjhw5AnNzc3rexIkTwePxYGFhgerVq4PL5dJFqgwGA0ZGRjAxMQGPx0PdunUxYMAANG7cGM2aNUNycjJMTU1p6X+gKAitXr06dHR0kJOTg7S0NLi6uqJ69erIz8/H3Llz8fr1a/Tr1w/jxo1DSkoKTE1N0aNHDwgEAvTv3x9XrlxRChpkMhl9I2zfvj0+fvyIxMREVKtWDU5OTvjzzz+V1snIyFDIPMhkMtja2iq0Pp86dQrGxsZFytrfMMzr6OgIoVCokVCgnEOHDikENhwOByNHjqTrbwCAw+FAT09PaV15d1PJrNOxY8cUHnAuXryIefPm0cHLihUrwGQy6f3JkUqlIIR803kXFBTg1atXdIGwvKauoKBAKSv1NStXroS7uzs9rDhx4kTExcUhJCQEfn5+MDc3V2nXce/ePXrb/fr1w4gRI2BlZUUPN6prLDhx4oTCg4VMJkNAQABdG/groQ1yfkGeP3+u0jW5LD58+EDr1LRu3Rq7d++mMxOqyM3NxZEjR9C1a1fw+Xz07Nmz1FoPVeTl5aFZs2awtraGsbExhg4dSt/QKIpC/fr1MXXqVGRnZyMlJQW7d+/G0qVLMX78ePTq1QtDhgyhzfjGjx+Pxo0bw9XVFVwuFwKBgDb8k0ql0NXVha6ursr22JUrV8LX11chALl7965CC7YqPn36hP79+8PQ0JDuuuHz+Qr6NHKsrKyUTDJXr14NZ2dnjbQvZs+eDScnJ1hbW4PD4ajMrGjKhw8fYGZmVuqNTD78Y2RkhEWLFiExMRHOzs7w9fXFnDlzsGHDBrBYLLi7uysNA7179w5btmxB8+bNwefz4eHhAT09PYwfP/5vl24VReIURcHW1hZXrlzBtm3bwGAwlJ6Cjx07BlNTU2zatAmVK1dGWloamEwmzMzMIBaLwWQyoa+vTxcjN2nSBHv37kVeXh6d0k9NTaWzhpcuXYJIJKJNKuXeZ1evXsWePXtgbW2NAQMGgMfjoWfPnhAKhWjQoAEsLS3pm5qVlRX27t0LOzs7FBYWwsvLC6dOncLTp08xcuRI2NnZwdTUFE2bNsXw4cMRHx+PUaNG0Tc4oVBIW35s3bq1VKE5Qgg8PT2xYMECHDt2TGn4U77Nb20xjo6OxpAhQ+Dh4QGZTIYjR44oWmKooVKlSiCkyABT7ibu6upKf7aZTKZCJ9KnT59gYmICCwsLBcuWI0eO0Ocgr2+Si2NyuVyl8+zYsSM97cqVKxr7Q+Xl5SE2NhbVq1eHSCQCg8GAubk5Hj58SDu829vb0/YeI0aMwLp163Dt2jWFB8g5c+bA0dERZ86cwZUrV+jjSkhIgKmpKT5//oxRo0apfJDZuXMnAgMDyx2UURSFgIAAhVqis2fPwsbG5pdrLf+uIIcQspIQ8oYQcvOr6bGEkHuEkFuEkBklpo8ghDwonhdeYrofISSleN58QgijeLoBIWRz8fQLhBDbEut0JITcL351LOtYoQ1yaJ48eaLwZKsJBw4cgLm5Obp06fJNw1xv3rzBwIEDIRaLv2mISSaTYdOmTfD394e+vj74fD4EAgGtLcFgMMDlcmFhYQEPDw+EhIQgKiqKvpFZWloiKCgIPXv2xPLly3H37l36i2P58uXYu3cvPnz4ABcXF/Tr10/hS+XOnTsQiUQqhcC2bdsGc3PzUj27PDw80KRJE/Tr148OpPr06aOwj3HjxsHS0lJBPGz//v2QSCRl1k1QFIUpU6bAzs4Oz549w8CBA8FmsxEcHPxdBdlpaWmwsrJS0l2R07t3b8TFxWHfvn0wMTFBly5dUFhYiIMHD6Jly5bQ0dGBoaEhTE1NYW9vj8jISNSoUQPW1tbgcrmoX78+EhISkJmZiQ8fPsDIyAhWVlZqxQ3lDB06FH379oWxsTG6du0KS0tLOjjJzMyEhYUFDh8+jMmTJ9Pv5ZgxY0AIwfnz55GRkQEA2LVrFwghcHBwQGJiokK3m9ynKDU1FXZ2dgpDiHLbDyMjIzg4OODgwYMAiv5HDAwMMGTIELx9+xZWVlbw9fXF8+fPERQUBAaDATabjU2bNmHIkCF09+Dr169RWFiIR48eYcOGDahfvz66dOmikPkYMGCARgWowN/Zit27dyM8PBwJCQn0PHnR+LcMU8mZMmUKOnXqBDMzM8THx4MQAjs7uzLXk7eyy18lMxd//PEHPV0eTD5+/JieJs+wHj9+HGw2G1u3bqU9oGbOnAk9PT16WXmAsXbtWhBCFB5C7t69CwsLizKP9enTp3RQtm/fPqSnpyvUPQmFQvj6+tJ/jxkzBsOGDUPLli3h7OwMgUCAzp07Y9q0abCwsFD4zpRvNyIiAnFxccjKygKXy8WVK1c0ewM0JCEhAV/f82rVqvXLOZ1/b5BTgxDiWzLIIYTUJoQcIYQYFP8tKf7pTgi5Xhy42BFCHhJCdIvnXSSEBBJCGISQ/YSQBsXTfyeELC3+vRUhZHPx7wJCyKPin/zi3/llHa82yCmCoigYGxtr5JEiv4FaWFjg2LFj373vK1euwMnJSaFFtLx8+vQJt2/fxo0bN/DkyRMkJSXB1NRU5ZBIeW/y8rofuYheeno6bG1tsWrVKrXrrFixAmZmZioVbMePHw+JRILMzExcu3YNYrEYkZGR0NHRAZ/Px9y5c/Hy5UtwuVwcOHCAXm/t2rWQSCRqAww5GRkZaNasGXx9fbFjxw44OzuDx+OBEAKRSPTdYo8bN26Evb29yhqGSpUq0eccEhKCRo0a0fNSUlJgbGyMsLAw/PHHHzA3N8fOnTtx9OhRPHz4UOG9l8lkcHZ2RnBwsMIwgDp27twJIyMj2pJk5syZcHNzw/Pnz9G7d29avr9SpUr0zZyiKLozT879+/dhZGSELl26oG7duuDz+WjTpg0SEhJw9uxZCIVCWFtbY/Dgwbh69So2btyI3r17w9raGkMtLYtUiIvrZL6WInBwcICLiwt9Lh8+fMCxY8cgkUjAZrOxbt06NGnSBAsWLICBgQECAwPx+fNneHl5QVdXFwYGBjA0NKRvoqo8q9LT0/HXX38hPz9fIXNga2sLQghWrlwJBwcHOnDOzMzE+PHjafPObyUjI4OWcqhXrx4kEgn++uuvMtd7+/YtfT737t0DUFSbVjLwSUlJoT3V5MXJvXv3BkVRdIBGSgw/yR96oqKisGLFChBS5O2Wn5+PNm3aKAgwAkDbtm0V7ExUQVEUBAIBvS8dHR3weDw6+1cykFq/fr3K751nz55h1KhR0NHRgZeXl8J3w7t37+jarhcvXuDMmTNwc3Mr8/qVlwcPHsDQ0FDhvVmzZg3dAPCr8F1BTtH6xParICeJEBKmYrkRhJARJf4+WBzYmBFC7paY3poQsqzkMsW/6xFC3hUHQvQyxfOWEUJal3Ws2iDnb2rVqlWqU66cYcOG0QJvFUVWVhZq1qyJ9u3bV1ghXGJiIkxNTcvsftCEatWqYerUqbh79y5sbW0xc+bMMtf5888/IRaLMWPGDIV0sIeHBy0N36JFC9pY8Pr166hatSp0dHTAYDBgaGgIY2Nj8Pl8sFgs6Onpwc/PD3PmzFFZc5STk4MFCxZAIpGgR48edDHr6NGjkZ2djTNnztBf0N+rTjtmzBj4+PgoGHoWFBTAwMCA7h5xcXGBv78/HQxRFIVGjRrBy8sLFEXB3d39b/fmr4ah4ovVrvv27auRqqz8qb+kG/SUKVNgaWkJY2NjvHv3DidPnlQqdnZ2dsbKlSvpvw8cOAB/f384OTmBoiikpaUhISEB7du3h6enJwghtCijp6cnmjZtipkzZ+Lp1Kkq64VKBjoTJkyAiYmJQlAFFEn16+vro1KlShAIBOBwONi8eTMsLCzA5XIRGhqKJ0+eYPr06ahSpQr09fURHByMhg0bKgTsJbMc8mzly5cvaTkDQgh4PB62b9+Omzdv0h5etWrVKrVDSZXAoiri4uJACCm3aF1+fr7C57nkOZR8lXQclyMfpiqpni3/jG/ZsgUAYGdnh4SEBIwYMQJ6enoKtYAfP34EIYTuylPHw4cP6SCk5DGVzBaVhVzyYdq0aVi9ejVMTU0xcOBA5OXl4fbt2xAKhbTO1M2bNzUeQisvcjsReab5/fv34HA4/xkR2H+CHxHkXCOETCBFw0snCCEBxdMXEkLalVhuBSGkOSHEnxBypMT0EELInuLfbxJCLEvMe0gIERFCBhNCRpeYPoYQMljN8fUghCQTQpLLcln+lVi+fDnq1atX6jILFiyAm5ubxl985SEnJwfVq1cvl2ZFWezcuRMikQjz58//ruCpRYsWCAkJgUgkwooVKzRe7+HDhwgLC4OHhwc2b96MwsJCBAQEID4+Hm/evKGdhkuSkpKCJk2aQCAQwN/fHzweDxEREVizZg2GDh0KZ2dncLlcREZG4unTp/jrr7/Qv39/SKVSREZG0srDTZs2VaqLeP/+PQwNDTU2JlQHRVGYPn06zMzMsGPHDuTl5SE9PR1mZmb0MgUFBZBIJHRN0YwZMyAUCumhocTERAQFBYFSoTr9iRC8nTcPNjY2GrU0y2Qy6Ovrg8ViKRRSRkZGgsViYfLkyahdu7aSZk5kZKRC3cOmTZvQvHlz2NnZ0S3l+fn5mDlzJoRCIUJDQxEZGal8ABragzRr1gx2dnZKpqdyLRcGg0F3zKWmpmLatGkKbf+fPn1C3759weVyIRQKFSQEMjMzIRQKMX/+fFAUhfbt28POzg4ikQgWFhawt7cHj8ej60g6dOiAlJQUpeu4YMECODg4wMfHBwEBASCEaNSZN3fuXDrz8j3cvXtXKZj4+iUnJSWFDujk86pUqYJVq1YpLG9sbIwePXoofO7T0tLg4OAAKysrFBQUlCqvIO9Sa9GiBV3kK3/Js2xlERsbq2Du+e7dOzRq1AghISFYt25dUTawuM5o7Nixqj9nqvgGMdMlS5bA09OTLlL29vbWyDftZ+FHBDk3SXFdDSGkCiHkcfHvi1QEOc0IIQEqgpzdxb/fUhHkCAkhQ1QEOYPKOlZtJudvvnz5Ak9PT7p982uSk5MhFouVnkQrknfv3sHa2hp79+6tsG2mpqYiKCgIAQEBOHToULmHq86cOQNra2uw2exSC4rVQVEUdu/ejaCgIJibm8PW1haRkZGYPn06WrZsSS9XUFCA+/fvY/369ejQoQO4XC7c3Nzg5eVFFynXrFkTDRo0gJ+fH117xOfzMWTIENy7dw/W1tZwdHQstb7Czc0NtWrVKvd5qOLYsWPw8/ODoaEh7OzswOFwMHr0aGzcuBE3btwAIUV6OWvXrgWbzVY4rsLCQvj6+iJbKFQZILw0MIBYLNb4/eLxeGCxWHRBs0wmg7m5OQ4ePAg/Pz/o6+tj7ty5ClmGfv36oUGDBvTfGzZsQIsWLdC1a1fMnDkTS5YsgYODA8LDw5GamopFixbBy8tLeecaqBDLj6ly5coICQlRyO4lJyfTNTryDIQ6KIpCmzZtUKdOHbDZbAwePBhPnjzB58+f0bRpUxBS1CmUnJyM2bNnIzU1le6CKygowJs3b1Re0z179qBatWqws7PD4cOHceHCBezfvx/79u0Dm80ucyj5/Pnz6N+/P4Cih4vvCaT3799PB31fBzhfZ50+fvyIp0+f4tWrVzh//jx9XXNzc3H27FksWbIEkyZNQkxMjEJtV2pqKiwtLfHhwweYm5uDkCKPKFWNEyWHxVS9ypJyAIrqxiIiIhSmyWQy9O3bF/r6+mAymXSA3rFjRzrbWyrfaEtDURSGDBkCS0tLPH36FK1bty7To+5n4kcEOQcIIbVK/P2QECIm2uGq/xyvXr2ClZWVkihgYWEhKleurLKlsaI5duwYrK2tS+3SKi8ymQzr1q2Dm5sbPDw8MHXqVCQnJ6t8eissLMSNGzcwa9Ys+Pv7w9bWFt26dUNFZP3u3LkDOzs72NrawtDQELq6uhCJRODz+WAymbC1tUV0dDQWLFigIDr45csX3Lp1C8eOHcOePXtw9OhR3Lx5E+fOnUO9evXoLhtzc3OMGTOm1GMYMGCAknDd95Kbm4s9e/ZAIpFg7NixaNasGVxcXEBIkay+rq6uSuHCK1eulCryp6enh82bN5epYSIvAJWL7lHr1iFHIoGMEHwSidCdzcbs2bPRrFkz8Hg81K9fH1OmTEGtWrVQt25dpKSk4NKlSxgzZgycnZ3h4eEBJpOJJk2a4OTJk/R+Dh48CEtLS+UDUJPJkVlZ4fnz53jy5AnevXsHiqKQm5sLCwsLdOnSBRRF4c6dOwq1HWZmZpgxY0apmcfc3FzY2dnB3NwcTk5OkEgkYDKZcHBwwOTJk+kg5uXLl6hevTpcXV3p7i4Gg4EmTZrg999/x++//46aNWvCzc0NhoaG2LBhg9KwxfHjx2Ftba1xsFlYWKjxEE5plHRVnzp1aqmF/JoQGRmp0OafnJwMT09PpKSkwNraGrdu3UKDBg1gZWWlZKC5ePFiuLi44NSpU9i2bRvu3buHAwcO4ODBg2rrGLOzs9GhQwew2Wzs3r0bN2/ehImJidJy6enpIKSoC2z//v0AijLH8jb6UvkOg2GgaAg1JiYGAwcO1GgI/mfhRwQ5PQkhE4t/dyaEpBUHJh5EsfD4Efm78PgSIaQa+bvwOKJ4em+iWHicVPy7oDhDxC9+PSaECMo6Vm2Qo8zatWuVWhTXrFnz3Z055aFly5bl0tzQFJlMhlOnTqFPnz60sJ+joyMCAgJQpUoVuLi4wNDQEA4ODmjYsCEmT56MdevW0UaAZRXAaoKHhwf++OMPuLm54eLFi3j9+jXevXuHvLw8XL16FQsWLCi920FFevratWuIjo6mbwqldbsdPHgQDAajwsfgMzIywOPxFD4jubm56N+/PwwMDODr64uGDRtiwoQJCvYLHwUClV/UH/h8OrtBCFGyXpAjz0AyGAzExcVhirs7Pn21rc+EoCuLBaFQiIYNG6JXr174/fffwefzYW5uTnuNBQcHo5uRETJ5vKLg66v0/8OHDxVakmlUPFF/JgQdiut3rKysYGJiQutE9ejRA2w2GzweDyYmJnB2dkafPn2gp6eH1atXo1q1aqhTpw7d8Xfnzh2loEfuoq3qJXewll+76OhorFy5EteuXcOOHTuwcOFCDBkyBNOnT8eyZctw6NAhtfoqy5cvR5MmTTT6DMizGosXL1bKuMyYMQMGBgb47bffsGzZMmzatAn79+/XKAvyvaSmpoLL5SpYGSxYsACdOnXCmTNnUKlSJXr6qlWrFMQCr1+/DpFIVC75hezsbISEhNBdbcePH8fvv/+uMtCvVasWCCnSCZKbqYaGhmLAgAFl70jDDKI6Hjx4AHNzcwwfPpw2H/0V+K4ghxCykRDykhBSQAhJJ4R0JYQwCSHrSNGw1RVCSGiJ5UcVZ3bukeIOquLp/sXLPyRFtTvyFnJDQsgWUtRCfpEQYl9inS7F0x8QQjqXdazQBjkqKSwshJOTE92iSVEUPD09FYo6fzQ3b96EVCqtkBtxfn4+7t69i8OHD2PHjh3Yu3cv3Tacm5uLO3fu4MKFCzh37hxu3bqFz58/0zcJCwsLODg4IDAwEJ06daqQIMfCwgKHDh0Ck8nEkiVLEBkZCW9vb3C5XOjr68Pc3Bz6+vqqhw3LSE+/evUKnTp1KvUL+e3bt2AwGN/9ZPw1FEWBz+er1D16+PAhLl68iO3bt2PQoEGwsrKCv78/tmzZAmrdOuTp6yud086YGAwbNgx5eXlYtGgR2Gw2JkyYoHSzj4qKAovFgo6ODrp3747PYrHKL37K2hrp6elYv349mjVrBhMTE3C5XIV26oLVq/H563VLXN+3b99CR0eHriuSc+vWLSwMDMRTBgMyQvDK0BAbIiOVhnjevXuHZcuWoV69eiCEgMVi0VkcOzs7+Pn5QSgUYteuXZgzZw6EQiGtq+Pu7o7FixcrBJFZWVlKAY6enh5MTU3h4uKCpKQkBeXbb+Hdu3fgcDh4+/ZtqcvJBfBUDbft3bsXVlZWOHHiBGbMmIFu3bohJiYG9erVg4GBAaKjo9WKQ1YEc+fOhU2xS7scNzc3HDlyBBkZGeBwOLQa9P3798FmswEUPRQFBgYqfEbK4s2bNwgJCUGnTp1Qp04dzJgxA4QUtYfLr2Fubi6ysrJoYUz5i8fj4f79+yCE4PTp02Xv7DszOU+fPoWlpSUGDBig5G/2M/PdmZz/p5c2yFHN2LFjMWjQIABFaV0HB4d/3KE4JCREZZusJrx69Qpz5sxBrVq1aO2S2rVrIyoqCvXr14efnx+4XC4cHBzQs2dPnDx5kj6/mzdvQiAQlKvAWFMoioK9vT3d7cJgMCCRSODm5oaYmBgMHz4cPXv2hIeHBxgMBipXrozp06f/nRL/zi81oKiDiMlkVkjX2dfUrVtXo/essLAQu3fvhre3N2rXro03c+bgA58PGSFFQcq6dZg+fToGDx5MryMX4GvQoAFycnLw5csX1K1bFwwGA1FRUX+3AWv4dPvixQvo6emBz+djyZIlRe9/Gde3W7du4PF49FBibm4urfUk1zcBirIWgwYNwunTpxEYGAgHBwcIhULo6+vD2NgYPj4+qFWrFhISEuDm5qZwo3NwcICxsTHmzZuHfv36KQnM8fl8rFq1CseOHcOhQ4ewceNGTJw4EQ0aNICxsTHCw8PLbbFQFnXr1lWyFvmaZ8+egRCiUtTS1dWV1g76mlevXmHy5MmwsbEptzCopsivbbNmzfDy5UsUFhZCR0eHDkInTpyI4OBgyGQyukuNoijs2LEDlStX1qhp4d27d1i4cCEqV66Mjh07omPHjrSjfMmhu/z8fFSpUoWezmaz6db48PBwNG3aVKkW7fTp03BwcMCIESNw8+bNv2sWv7EmR879+/fh4OCAli1b/iOlCP8VtEGOFly6dAmurq4AQIta/dPMnz9fY28aOenp6ejevTv4fD46duyIPXv2qPXLkslkSElJwbRp0+Du7g5vb2/ExsaCw+Fg1KhRFe7pcubMGVSrVk2hO0OdtcXly5chEAhw/PhxdO7cmS4upr4zPQ38rUPSunXrijo1mmnTpuG3337TePnCwkLMmDEDIpEIO3fuxMmTJ2FnZ4emTZtiwoQJSu//4sWLYWhoiMuXL8PV1RW6urrYtGkTYmJikJCQgNTUVLz5+ktfTSAo75iJjY1F5cqV0aJFizKv75QpU+g238ePH8PLywstWrRQqsuYO3cuYmNjERsbCyMjI2zatAmXL19WqVJNURTCwsJACKFdqm1sbGhzxf379+PMmTPw8/ODlZUVXSTr4uKCsLAwNG/eHMOHD8e2bdt+SNcjUBS0tWrVqtRlTp06BUKIygJWkUhUppFmjx490K5duwoNzg4fPozx48fTOlGEEOzatQvv3r2DsbExvVxBQQG8vb2xfPly/P7773RQUr16dTozJZcUkPtseXl5oWPHjqhZsyZsbGxga2sLV1dXjBs3Dl26dEFwcDBmz54NDoeD5ORkehudO3dGWFgYPn78iK1bt4LP5yMjI4PWhTIxMYG+vj5dh5aYmAhDQ0P07NmTDnT19fX/Pslv6K6Sc+vWLbi6usLT0/OHPPT8V9EGOVogk8lgamqKBw8eoGbNmgqidP8UN2/e1FikjKIoLF68GEKhEMOGDSs1tX7p0iXo6urC0tIS/v7+aN++PebNm4cqVapAR0cHPj4+3+SrpY7c3Fz06dMHFhYWWLt2LXJycsBms6Gnp6dy+CsjIwPVq1dXEC17/vw5OnfujDRdXY1u4Oo4d+4cCCkSBbx48WJFnSLN48ePIRQK1Totq+PChQuwtLTExIkT8fnzZ0yZMgV8Ph98Ph9r167Fq1evcPv2bXA4HCxduhTW1tZgsVgYNWoUUlNTwWKxUK9ePYhEImxt2hTU12aeKp5u8/Ly0KpVK4jFYuTm5qJVq1Z4aWBQ6vVNSkqCg4MDbt++DQsLC8yZM0flTXnatGkYPHgwFixYAEdHxzLPf8iQIbCwsACTyURsbCxq1aqFhg0b4tChQzh//jz4fD569eqFUaNGgclkonXr1rCxsfnHnr7v3r2rIA+gCrlmTdeuXZXmzZs3D5UqVVJb9wMUZRV0dHS+S3mZoijIZDI8efIEt27dUsiQlSzk3bJlC+rUqaOw7rVr1+hlBwwYgPv370MikdDdWj179qQ7GgkhqFSpEvr06YO1a9di3rx5dL3Pp0+fwGKxsGLFCpiYmODq1av0Pj58+AAGg4EnT54gNzcX7dq1o4PHmJgY8Hg8REdHw8jICAYGBqhSpQqaN28OQoosN+RaRHLRy+/l2rVrcHNzA5fL/aWsHbRBjhYAQNWqVbFjxw6IxWKFTh+N+Y4nDOBvcbmy6mC+fPmCVq1awcfHp8xx/UOHDoHD4WDw4MHYt28fpk2bhtatW8PLywuhoaG4d+8exo4dC1NTUyVjzm/h7du3qFKlCpo1a0a3Lrdq1Qp+fn5wcXFR0IDJzc3FsGHDYGRkBD8/P5XnfX3YsFJrRkrj0aNHMDMzw7p162BgYKBgF1GRREZGKvltacKLFy9QpUoVtGzZEl++fEF6ejoMDQ3RqFEjmJiYQEdHBxYWFmCz2WCxWDAxMYG1tTVt0bFmzRpkZ2cXbWzdOmTyeGrVh+VkZmZCX18fMpkMMpkMS0JCkPt1IFni+l67dg0mJiawsrKiHZ3fvn2LLVu2YODAgahXrx48PDxgZGQEJpMJJpOJsLCwUs/7+fPnEAgEePToEaRSKQQCASZOnIjIyEi0b98eSUlJCoWxz549Q1BQEJo1awY2m62kufMjyMjIAJfLLbONfM6cOQpDM3IoikKXLl3QqVMnlUHh58+fUb9+fSVrk6/JycnB8ePH8eLFC4Xlvnz5gn79+kFHR0dhGGjo0KGYM2dOkVRB8Wfj06dPcHd3V+nynZiYiLi4OBQWFmLevHl0wCYfTtKkbmjLli0IDQ0Fk8lUWccYExODGjVqwN3dHTVr1qQDv0ePHkFXVxfGxsYQCASIjo6mC8flw1PNmjWDl5fXd2eZ379/j2PHjtHXStPC8p8FbZCjBR8+fAAhRS6/+vr65U8hf+dYsRxbW1s8fPhQ7fzc3Fw6ZV9WMCTvsNDE1mDPnj0QiUTfZVvx7t07uLm5YcSIEaAoCu/fv0eLFi3A4/Fw48YNxMTE0DdKoOhJ0dLSUql9/2vezJmDdD09yAhBBper0TXNyMiAi4sLFixYgOTkZLi7u3/zeZXFxYsXYW5urnaYsDRyc3PRtGlTREZGIi8vD35+fjh69CiqVasGf39/VKtWDdbW1hAKhThw4AAuXLgAoVCo8uazYsUKtGnTBkBRJ9LmzZsVAhEzMzMYGRmBEEI/befn52OCiwuekKIW9lypVOH6vn//HoQUmbdaWFjQLtk2NjaoV68eBgwYgGXLlsHX1xeJiYll3owoikLz5s0xYsQIzJo1C4QQ7NixA+bm5ti9ezeqVq2KXr16wcTERKHb8Pbt2+ByuahRowaioqLKfZ2/BX9//zKd7Fu1aqUyyAGKvlM8PDwwffp0PH78GBRF4d27d5gxYwZsbGxQv379v4NUFXz+/BmhoaGwt7eHQCCARCLB/v376e+AoKAg3LhxA/Pnz8fjx4/VPqTInb7LyjbGxMRg7dq1dEu8JqKUANC+fXuEh4fT2Zevyc7OhlQqRcOGDZW+s7p3746RI0eCxWLRbvWEELpJoEePHoiOjtboONRRssVf/tJE7PFnQhvkaMGkSZPQsmVLZGRkqNR2KJNvLJB9+/YtNm/eTN/o3d3d1Sqoym8QMTExGnleubq6onfv3hqfwrFjxyAWi2nl2/KQn5+P6tWrY+jQocjNzUWLFi1gZGSE6tWr0zfkxYsXo23btvQ68pqM0tL1169fR2hoKAwNDWlJ+bK6XgoLCxEWFka3pMbFxZXrOnwLXbt2pdthy0t+fj6ioqLQpUsXzJw5E+7u7pBKpViyZAk9TPXkyRP6/R8yZIjK7dy7dw+WlpbYu3cvdHR0YGNjg7p162LAgAFISEjA8ePH6SLTkvUIy5cvh76+PubMmQMrKytcvHgRqampePXqFaZNmwZdXV2MGzcOhw8fxpMnT5Q+e3l5eeBwOKUOzchZtmwZPD098fnzZ1y8eBEsFgvbtm3D4cOHYWlpiUePHsHFxQXTp0+HoaEhfvvtN7rjMDExke6+UmUUW9EkJCSgXbt2pS7z/v37UpVzDxw4gHr16sHc3BwGBgYwNjZG3bp1y/S5kgc47du3R2FhISiKwoEDB2BpaYmlS5ciMDBQ4yHS4OBg7Nmzp8zlPD09sWvXLsydOxcRERGIjo7W6HumO5uNx8VBcqGlpcqHEJlMpvLB8fbt2xCLxbC1tcXdu3dx9+5dDBw4kA6WZ8+eDV9fXw3OsnRK+oMxmcxS1Z5/RrRBzi9OZmYmpFIpkpOTkZ2dTbdTlotvLJANCgqiU81hYWFwcnJS2wI7Z84cBAQEaDTssm7dOpiYmJQ7u5CYmAgXF5dyCxMOHz4cEREROH/+PMRiMQIDAxXG5oEioTYTExN62wcPHkRMTAwMDQ2V3KVXrlwJFxcXsFgsdO7cGTdv3sSVK1egr69fprngqFGjULt2bRQUFICiKFSqVEkj88Tv4cOHD3B0dFTIVJWH7OxsODg4oFu3biCkyD3bwsICPXv2hJGREV6+fIk5c+bAx8dH6WlY3t5NURQcHR2xceNGGBkZqdzP/fv3wePx6L9v3LgBS0tLSCQS6OrqwtDQEAYGBrC3twefz6eLPlu1aoUrV66ovFHt2rUL1atXL/Mc9+zZQ+uoGBoa4vjx40hMTASbzcalS5fQtm1bjB49mrYm6d+/P9zc3FC9enX6M9OuXTvUrFnzHzFYXLlyJTp06FBh2/v8+bPGGeJ+/fqhZcuWSkHG0KFD4eXlhfr16+PNmze0WN/o0aPRrVs31KpVCxYWFujQoQOmT5+OHj16QE9PTyPvNqFQCDMzM0RFRSlkPUqtXVm3Dl/09BS/88qZwe7YsSMsLCyUBAlPnz6NmjVrwtbWVuNtAUX/BydPnsTEiRNRp04dpSwOIaTUDNrPiDbI+cUZM2YM6tevD6DoicPAwEDpplsm35jJsbW1xYYNG/D8+XNUrVoVDAZD6Z8dKCpwFQgEePDggUaH4+LioiDpXh7atGlTru6yGzduQCwWY9KkSWCz2Zg8ebLaYQu563RJfH196azL9evXIRaLIZVKMWPGDCV9lo4dO4LJZKq9WcycORMGBgZ0a+6xY8fg7Oxc4Z1jqrh16xakUuk3ywBs374dTCYTERERCA4ORkBAALp06QJCCOrWrQsLCwsFg1CgyBRVX18fHh4emDx5Mjw9PSESiUAIoWtXZDIZnj9/jtu3b2Pt2rUQiUS07YZQKIRAIMCuXbtgYWGBixcvolu3bqhSpQr69euHrl27ws7ODvXq1YOtrS38/Pywfft2hesfFRWl5JH1NRs2bIBEIqGLdeWv5ORkDB8+HAKBACdPnoRQKMSHDx9w8OBBNGrUCMHBwWjcuDG6dOkCoMh/ycDAAHp6ej9c4uHs2bPw8fH5oftQR48ePVT+/3769AmhoaGwsbEBk8lE5cqV0bhxYwwaNAjz5s3Drl27cPnyZcyePRuDBg3C7NmzNRqCvnDhAvT09OiAYtOmTfR7VKq+VAVIPLx69QpMJhPTp09XmD506FCwWCyNTJTl3L59G9WqVYOjoyP69++P9evXY9euXVi5ciUtXVC5cuVfqugY0AY5vzQzZ86EiYkJ3fIIFA0ZfZ2FKJNvqMnZtGmTQiHlixcvYGBgACMjI8yZM0dh2TZt2qj12PqaR48ewdDQsMxhHXW8fPkSAoGAFgsri0aNGtHj6ocPHy512QsXLsDCwkLhSWrnzp0QCoV49OgRAgMDoaenpzZblZOTA11dXYwaNUpp3oYNG0AIwfr16wEU3dyDgoKwatUqjc6jIrh06RJMTU2VROw0QSaTwcvLC/3796czKOHh4ahfvz6srKyUlHKfPn0KHo+HOXPmICIiAl5eXmjZsiVYLBYmTJiAYcOGoWrVqmCxWJBKpXBxcYG1tTXkekW2trbg8XhYuHAhKIrC5MmT0atXL1AUhVGjRkFHRwcrV65EgwYN0LdvX8hkMuzcuRNeXl6oXbs2Hj58iOvXr0MqlaodOvn06RP69OkDW1tbWvW5pFK1vJ4lMjISzs7OiIyMpPWaZDIZWrVqhRo1asDGxobWdpKv96NdpPPz88HlcpUC7X+CRYsWgRCi0t389evX6NmzJ6pXrw42m/1dQy9Lly5VynKMHTsWZ86cof++d++e+g1UgMQDAHh5eSk9xK1atYqW9dCEhIQEiMViTJs2TemhJikpCRYWFmXapfysaIOcXxR5q+LWrVsVpnfu3PmbumXK0121bt06sNlsBcGxnTt3ol69ejh06BCMjY1Ru3Zt5OXl0W3Kmg49RUdHf3ex3pAhQ9CvX78yl7tz5w6kUik6duyocUFo+/btaWNDoOhmZmFhAUIIWrZsWWa9RVRUlJLVwJEjRyCRSBTqmZYvXw5/f3+N6goqktTUVHh5eaFZs2ZKruhlsXv3bpiYmICQItl7X19fVKtWTcm2oqCgADY2NujWrRs9TS7mJi8wHjFiBI4fP05r1Rw5cgRSqRQ6Ojq4ffs2qlevDn9/f9jb26Ny5cpYuHAhJBIJKIrCoUOH4OTkBBsbG3C5XFSrVk1h3/Hx8RCLxfDw8MDChQuVziMvLw8rV66ElZUV2rZtq3CzlptREkIwfPhwAEWfAQ8PD3h5eaFevXr0svn5+WjQoAECAwPh7e2N58+fgxACsVj8j9TlGBgYaPy5Tk1Nxc6dO8ufBVaDt7c3wsLCSh1a8fHxoev5KIrC3r170bFjxzKHYyiKwuXLlxWCG6FQCF1dXfrvgIAANGvWrPTzqYBMDlBUPzhmzBjY2trSmaPTp0/D2NgYGzZswKJFi7B161akpKSobLiYPXs2nJ2dVQ71b926FRKJ5B/5vPxX0QY5vyAnT55UeJIsyYYNGxScmiua5cuXw8jISKlzo1u3brRp3IsXLxAUFASpVIquXbuiT58+Gm375cuX4HA4pRZDasLjx48hEonKfFoeOXIkBg0ahObNmyvccEvj3bt3sLKyUhjWefjwoUZ1A0CR/wwhhC5YfvnyJUxNTRXS8jdu3IBIJNK4Q6SiycnJwciRIyEQCDBkyJBSvbW+Rm6BIH+lpaXh+fPnOH78OLZs2QIfHx8YGRnBxcWFFsN79OgRQkNDUalSJWzevBnOzs50RgsAtm3bBolEQptP1qlTByEhIVi7di1d+2JoaEhnkAghGDFiBLKzs6GrqwsTExPUrFkTixYtwu3bt1FYWIh+/fpBX1+fzpR9/PgRhw4dQv/+/WFqaoqwsDAFs085clHCr//3pkyZQts+lBxOSE1NBSEEjo6OkLf/hoeH/yOaOe3atQMhpMxsSXJyMqRSKUJCQsDhcDB06NDvDq4zMjJopXAnJyccOXJEYT5FUahTpw7dPblv3z4QUmRzUdYD0aNHjxQ+Y3fu3EFkZCSSkpLoaap8p5T4zq7SwsJCPH78GAYGBli6dCmaNGlC+53p6+vDxMQEMTEx6N69Oxo1agRnZ2dwOBw0bNgQgwYNQocOHWBnZwcLCwulzHNhYSEmT54Mc3NzXLlyRaPj+VnRBjm/GPIOE7ka6Nd8+vQJxsbGeP78eYXv+8SJEzAyMlLqdvj06RMEAoHCzbCwsBBTpkyBjo5Omeqrcvz9/StM2bdq1apKX6xf4+3tjbNnz6JDhw5o2bKlxts+f/48RCIRzpw5803H5uTkBCMjIxw8eBB169ZVcCJ//PgxrKyssGHDhm/adkXy5MkTxMbGgs/no0aNGpg0aRL27duHu3fv4tWrV3j58iXu3LmD3bt3Y9y4cQgMDIShoSFdVyOVSqGnpwdDQ0Pw+XyIxWLo6+vD2toaHh4eYLPZcHBwgJGRETZGRoKytgYYDOSZmaEHh4Pz58/j6NGjkEgkuHr1KrKzs2FqagoGg0HXYMjbf1u1agV7e3taAE4eRIjFYpw6dQo7duxAhw4dYGtrSzutOzo60lYRhoaGGO/sjPfGxkVKymqymSWHnORMnjyZnqajo4PRo0crrLN69Wro6Ohg1qxZAIC2bdvijz/++HFvXDHy74rSvNEePXoEa2trWin41atXCAwMVKo9+xYKCgqwc+dOlUNHCxcuVChEb9SoEQghZWah//rrL3C5XLi6uirIVUyePBkDBgzAH3/8gfPnz2sucKlBBjsrKwt37tzB3Llz6cJmCwsLOoA2NDREy5Yt0bdvX7Rq1QpCoRCtW7dWObyUmZmJdcU2KAkJCbh27ZrSw1hycjICAwNRo0aNcmdTf0a0Qc4vhvwLozRRsdjYWLWtut9KRkYGBAKByoLCuXPnomnTpkrTMzMzYWRkBFNTU5WCeQUFBUhJScHKlSvRtGlTGBsbV5jU/ciRIxWCh6/JysoCm83Gp0+fIJVKy2XqBxQNW4hEIrVu26Uxe/ZsuLu7g8lkolq1avST9vXr12FpaalyCOXfJDc3F7t378agQYNQt25dODg4QCwWQyKRwMnJCfXr18ewYcOwf/9+VK1alf6MyiX35a/Q0FCFJ9bExETw+XzMrVJFSTSxwMAA3dlsCIVCHD16FGfOnIGrqytatmyJu3fv0nULhYWFYDKZeP78OQYPHkzvU549dHZ2Vuga27dvH0QiETZs2IBLly5h7dq1EAqFeDlrlsZP9ao6XkJCQpCfn4+AgAAYGBgoqY7v3bsXhBBkZmbC0dFRaZj5R8Hn89UGOefPn4dQKMT8+fMVph8/fhwODg4V1qqcm5uL3377DYQQeHh4oE2bNhAIBApFwevXr0f9+vXVZnEOHjwIQghdaP41ly5dqlDPvpycHPzxxx9o1KgRjI2NYWVlhTZt2mD16tXYs2cP7t+/jy9fvmDo0KEYMWKEwrofPnzAwIEDaeXrCxculHlcX758wc6dOxEREQEzMzP88ccf/0jDwf8D2iDnF4MQUqYWTlpaGl0MW1E0btwYDRo0UPpnzcjIgFQqVVnsfObMGVStWhXv37+nzTd5PB6MjY3B5XKhq6sLDocDZ2dnhIeHK2aIvlOBefPmzSoDLzkXLlxA5cqVUaNGDVSpUqV86fniY6MYDKTp6mJjo0blcjw/evQogoODQQjB4MGDIZPJsHjxYohEIpWGif8PvHjxAuHh4eBwOEomlvKsjo+PD7Zs2YKCggLs378fUqm0aEhOTW3ECyYTBgYGCAgIgLm5OTZt2qS033v37tE1TuPGjcPo0aOho6MDY2Nj7Nq1C7Vq1cLw4cMhk8kQHx8PqVSqJDwXHx9fpkVESWrVqqVwbiXFGlu2bIlOnTqBw+HQw43Z2dkYOnQoCCF4/fo19PT0FAQR3759q9R5lpycjFmzZn33sJGbm5vaeo5WrVph3rx5KufVr18fU6ZM+a59f83r16+xdetWDB8+vMwsa0l2794NkUgEBwcHJd8xORRFwcXF5btsJi5fvoy4uDiEh4fDxMQEERERWL9+vdomiLy8PJibm6vVBnv58iXGjx8PJycnSKVSREdHY+TIkZg7dy6WLl2K+Ph49O/fH3Xq1AGHw0FISAj++OOPcn2X/Apog5xfjN69e2PgwIFlLjdt2jSEhoZWWOGqg4OD0hAKRVFo27at2pqbDRs20MNAFEXh8ePHePDgAR48eIAnT56o18ypAAXmCxculCrEtWPHDtjY2MDU1LR8bsoqji1XVxf9xGKsWbNGo/bOO3fugMfjQSqVYvTo0QgICEBQUJBGMvT/RS5cuAAzMzOMHTsW1atXV5npuHv3Lnbs2IGgoCCIRCIYGhpi7NixuHHjhlqjTRkhMDU1hVQqRb169VR2ymzbtg12dnYAgPHjx2P06NHQ1dWFQCCgbQMaNWqEGjVqoFq1akrBBFCUUZSpCnDUdNosW7ZMoc6m5NBVTEwMNm3ahJ49e0IqlWLPnj0QCARo37497bHm4OBAeycBoIf3tm3bhjVr1qB+/foK1+57shNdu3alh8lK8vbtWxgbG6vtvtqxYwctTfFP8uzZM1q3at68eZgzZw50dHTAZrNV2i6UZMmSJYiIiNBoP69evcKOHTvQu3dvVK1aFYaGhrCyskL//v2xbds2jTqZVqxYUaYNiJzHjx9j48aNmDBhAmJjY9G9e3cMGDAAM2fOxJ49ezQSo/xV0QY5vxjLli3TyO27sLCQfoqtCLhcrlLae+HChfDw8FDbwbBs2TKNC3oVqICuh1u3bsHFxUVhWl5eHm7fvo2DBw+idu3a0NHRwfr168s3RKbm2HIkEtSuXRumpqbo27cv9u7dq3K7WVlZqF69OnR1dWFvb49KlSphw4YN/7ep6RMnTkAsFtNDCHJlZ/lr5cqVCudGURRCQkIQERGBpk2bws3NDU/VBDnPdHSQmZmJvLw8TJ8+HSKRCC1atMCBAwfoYHLcuHG0mF+/fv0QHx8PPT091KhRAzVr1oSxsTGkUikWL15casD/WSzW+DOnKogbN24cKIpCeHg4du3ahZcvX8LOzg6EEGzcuBH79+/Hli1b8Pr1axBCkJSUhEWLFsHFxQWEFLmU29nZISAgAGPGjEGPHj0QEBAAQkiZN/fSOH36NKytrfH+/XuF4aeNGzciMjJS7XpTpkzBoEGDvnm/5eXixYvo0KEDCCHgcrlYu3YtqlSpgmrVqiE5ORmVKlWCi4tLqQFfbm4u7O3tcfDgQaV5b968wbp169CtWzcEBASAxWIhNDQU06dPx+HDh5Gamloukb2PHz/CwsKiQjzztJSONsj5xRgxYoTGRbJv3ryBs7OzklBVefnw4QN0dXUVbhJr1qyBubl5qV5VK1asQKdOncq/wwrQr7hx4wbc3d3x4sULzJo1CzVq1ICRkREcHR3h6ekJBoMBNpsNf39/8Hg82Nvb47fffsOJEydKf3Iu49ju3buHiRMnombNmuDxeDAxMYGdnR0cHBwgEomgp6cHFosFHo+Hixcv/nBRuB+JXNa+pL5Q48aNQUiRCraqosl9+/bB1dVVMeOlIjv2mRCsDAtDrVq16GU/fvyI+fPno0qVKuByuQgLC4OtrS2qVauGOXPmwMXFBfXr1weDwQCTyURISAgsLCxUDnN9jWztWnz++r0tpSZHbs5YMtAxMDBQCn7kWRpfX1/4+PiAEILIyEgYGhqiefPmOHnyZKkB7qBBgzB06NAyj78kt2/fRlxcHBo0aAAbGxu6UFtHRwdcLhe+vr5o3LgxnJ2d1Rbo1qlTB5s3by7Xfr+VN2/ewMTEBPHx8WqHowoKCmBiYlKmOOC+fftgY2OD1NRUHDt2DIMGDYKbmxt4PB4aN26M+Ph47N+//7sF9Tp37vxtD3Bayo02yPnF6NWrl8bCekBR+tfNzQ19+/b9ZgEyuUYJUKQJMnnyZFhaWpbZ4rxjxw40atSo/DusgExOUlISJBIJ+Hw+OnfujH379uHjx484fvw42Gw2IiIioKOjg9WrV0Mmk+HmzZuYNm0a3N3d4e3tjR07dqgOQMpxbBRF4e3bt3jw4AFSU1OxYsUKWFlZYffu3QgICCj/dfkPkZOTA09PTyxfvlxh+sqVK+kbvCoxOHd3d7rW488//0R8fDyWLl0KqkQNVpaJCVaGhaGwsBDh4eFKhZ0AkJ6ejkGDBkFHRwdNmjRBbGwsjIyMMHbsWLDZbPpzt23bNlSpUkWjc9oUFYVMHq/UOrDc3FxYWlqCEEIPc3C5XBgaGqJ69erQ09ODs7OzwlBWSdXb8ePHo127dhpn7uLj4xEaGlpmMExRFLZt24aqVavC3NwcsbGx2L59Ox4+fIjk5GQYGxuDoihkZmbi3LlziIuLg46ODvh8PgYOHEgPpQFFhcc2NjYaWbB8D9nZ2UhMTIS7u7tGej6dOnVSa8GRl5eHY8eOYejQoZBKpWAwGHB2dsakSZPw119/VejDxKJFi+Dq6vrL2Sv8W2iDnF+M1q1b03o0mpKRkYFGjRrBz89PQR1ZU2bMmAE/Pz/cu3cPoaGhCA4ORlpaWpnrpaSkKA0ZacR31ORQFIUFCxaAw+GgUqVKCkNGKSkptEruy5cvweVywWazMWPGDIX1d+/eDXd3d9SvX1/hy/97jk1uH3Hx4kWsWLFCwezz/5GxY8eiadOmSjePyMhI6OvrK3XJpKWlITQ0FIQQdOnSBffv31fIeNjZ2aFXr15ISkpCjRo1aB2m169fQyKR4OTJk9i1axeGDBmCgIAAsNlsmJubQ19fH9nZ2bhy5QocHBwAANbW1rTEv0wmg7W1Na1YDBR1sty5cwf79u1D06ZNYWNjg0aNGiE8PBwSiQSzZs3C5cuX8fTpU9y8eRMvXrygi0HlIpxBQUFYs2YN5s+fj27duqFGjRpwdHSEubk5Zs6ciXnz5tFdNSWDhZYtWyIoKEjj61xQUAAHBwecPn1a7TK3bt1C9erVUblyZWzfvl1pWG7WrFlo3ry50nq2trY4efIk+vXrB6FQiLi4OMyePRtmZmbfbO9RFoWFhTh8+DA6deoELpeL8PBwLFmyhBZ9LI3s7GwQQrBv3z4sXLgQPXv2RHh4OCpVqgQ9PT24uLhg3Lhx+PPPP9GwYUM0b968wgO1VatWlZnB1lKxaIOcXwiKomBqaoodO3Z807orV66EqakpYmJicPbsWY2fbho3bgw7OzsIhULMmjVL49bS75KW/4buKrmDuJ+fH5o1a6bQin3kyBEYGxtj7Nix9DS595axsTEGDRqk8HSdn5+PsWPHwszMTKFI9FuOjaIo+Pr60sJzXbp0+c+1iZeHly9fgs/nqxQJbN++PXg8Hlq1aoXHjx8jPz8fy5cvh0QiQXBwMJhMJi5fvgwejwdbW1vExcXh8+fPWLZsGSIiImBnZwcGgwEjIyMEBQXBz88PXC4XDAYDlpaWqFmzJiZPnky3f9vb2wMABg4ciM1RUYCNDWSE4AkhGF1c4+Lt7U0PJZmZmYHJZMLW1hZ169ZVWV+j6cvFxQUdOnRAly5dEBkZCSsrK1hbW8PExARdunTBrl27cOzYMZXr3rhxQ+PrPXXqVLVO9ImJiRCJRGprjr58+QILCwtcvnxZaV716tXpoby//voLHA4HQqEQK1eu1PjYNKFPnz7w8PBAw4YNYWpqCl9fX8yaNatcWl4XLlxQuH7t2rXD/PnzsXfvXly8eFEpmMnNzUXTpk1Rs2ZN5QeVb6CgoACjR4+GjY3N/22DwP8r2iDnF+Lp06fgcDjf5XuTnZ2NWbNmwdnZma5DWbFiBU6cOIEbN24gJSUFp0+fxpo1a9C3b1+4u7vDwMAAwcHB36RhExER8Y8I2+Xk5KB27dpo0aIFcnJyYGFhgTt37uD9+/cICgoCm81Wapf97bffMG3aNKSmpkIsFqNFixZK13bPnj0QiUQqjUc1Zc2aNSCE4MqVKygoKICpqWnpxoH/cYYNG4b69eujb9++6NSpE6ZNm4br16/jy5cvyMrKojVCTExMwOVyERgYiLNnz8LFxQV+fn6YPXs2rWny9VBCTk4ODAwMcOnSJYwbNw7x8fFo3bo19PT0lJRfu3XrhujoaGRlZaE7mw0Zi6WQYcthMLA4OBh+fn50QbRAIICxsTF0dXXh4+ODfv36YceOHXj16hUtarllyxakpKTgzp07SEhIgIODAy5cuICkpCQMGDAAMTExSpmVhw8fQiAQ4MOHD3j+/Dlmz56NqlWr0s7lX79KWoOUxfbt21UO58TFxcHOzk7JF6wky5cvR3h4uMp5p06dApPJxJQpU+Do6IipU6di8ODBcHFxKTVTS1EUTpw4gcaNG4PL5UJfXx9eXl7o1asX/vjjDyxZsgTTpk3DsGHD0L59exBC0LNnT2zevFmldUFp+7l69SqGDh0KfX198Hg8zJ49W23dztcUFhZi/PjxMDU1xapVq765uP/KlSuoVq0a6tSpg5cvX37TNrR8O9og5xdi1KhRCAkJqZBtyb9AZs2ahQ4dOqB69erw9PSEu7s7qlWrhtatWyMuLg7nz59HpUqVsGTJkm/aj7wl9kcik8nQtGlTtGrVCjKZDEeOHIG3tzeOHz8OPp+PqKgolU9zJ0+ehKurK2QyGd6+fQs2m63SPPPYsWMQi8Vq9TBK4+jRoxCLxahatSr27duH3bt3a1wjAhQ9kf6XXIfPnj0LJpMJLy8vzJw5EwkJCejbty/s7OzoomoWiwUGg4G+ffvi8ePH9M3FwMAAbm5ukEgkiIuLw4ABA0AIUXgyfvXqFcRiscI+D3bsiGc6OqDktU/FmbOqVatiypQpGD58ON6y2QoBjvyVb26OjIwMMJlMiEQiJCcn482bN8jLy8OZM2cwZcoU1KtXDxwOB97e3uBwOGjUqBGaN2+Oxo0bIyIiAmFhYQoBiqrPUrt27VR+dh48eIDZs2ejcePGaNKkCbp06YJhw4bh9u3bGl/zSZMmKXmxLVq0CE5OTqVmQwoLC+Ho6Fiqdsyff/6JHj16KOgzTZs2DW5ubiozsGlpaahbty6cnZ2xePFivHv3Dp8/f8b58+cxa9YstG/fHj169MCQIUMwZcoULFmypNw2La9evcK4ceMgFothb2+PIUOGlG60WQYXL15E1apV4eHhgRUrVmjko1dYWIijR48iOjoaEokEy5cv/7/tgPx/Rxvk/EI4ODjgr7/++sf3a2Njo1A8WR5ycnIglUq/KUDQlPj4eFStWpXOwtSvXx8TJ04Eh8PBnDlz1A7LURSFypUrY8eOHYiKioKFhYXam8bq1avh6uqKT58+aXxcly9fhkgkot8ziqIQHBys4MtUGteuXYNIJEL9+vX/9S4smUyGbt26wczMDFKpVG07dnZ2NnJyctCmTRswGAyEhYVh0aJFSElJAYvFwqRJk8BisdC5c2cQUqSDU3Jbr1+/hkgkwpcvX3D79m1c7N8fOTo6isFLcQ2UtbU15s+fD5FIVKrWjkwmA5vNhpWVldrzy8vLw9mzZyEWixEfH49NmzZh+/bt2L17Nw4cOICpU6fSNUVfCzYeOXIElpaWP6wQtX79+go1MqdOnYJUKi1V7PPSpUvo3LkzgoKCvumz07dvX0RGRiqsu3HjRojFYkycOLHC1JBLcurUKXTo0AEmJibo3r17ubI+ZUFRFA4cOICoqCjweDyEhoZi5MiRWLVqFXbt2oV9+/Zh06ZNiIuLQ6tWrSCVSlG5cmXMnz+/XP/zWioebZDzC2FtbV2hKsaaIhQKv8sFd+bMmYiIiPghN+qHDx8qqDsfPXoU1tbWMDU11UjnY+/evXBycgKLxYKnp2ep6ejWrVtrrDuUnp4OQojC0/2WLVvg6emp8Q1i8ODBqFu3LvT19SvMHfpbWbhwIapVq4ZJkyYhNjZWo3V69eoFX19ftG/fHkKhEHp6eqhcuTJcXV3prMjixYvp5Q8dOgRfX18QUuQBZWJigjRdXZXBC2xsYGRkBHt7+6KgsRTV5Li4OFhaWirJIKhCIBCUOhwSHx+Pnj170n+/ePEC5ubm36VlUxbdunXDyJEjARQ9NNjZ2am0NpAP/8kVmceNG/fN3kd5eXnw9/fH8uXLkZGRgVatWsHV1RWXLl36rnP5+nivXLmCadOmwdPTEw4ODpg9e3b5xDm/gaysLNpvrW3btmjYsCHCw8PRvHlzDBo0CKtWrfpXvme1qEYb5PwiUBQFoVCIBw8e/OP7NjAw+C5Pqby8PLi6uv6Q2pyWLVti8uTJAIp0VNhsNthsNsKKW5A1ITo6GrGxsahRowZ4PB7WrVunMiB78eKFkhGpKl68eKEwvPHXX3/h1atXMDc3V+lsrY7Jkyejf//+MDAw+FczORRFwdbWlhZs09RcMi8vD2FhYejevTvezptXNOTEYOCjQIDfTUxgYWGhcF6zZ8+mi1/pp3g1GRqKwQCDwfi7tkVN19u7efNgaWkJoVAIFoul5PZckszMTHC53FKv9ZEjR1C1alUARV2LXl5eFW5/8DVpaWkwMTHBu3fvMHHiRMTExOD8+fM4deoURo8ejeHDh6NJkyYwNDSEs7MzZsyYUS7bBHVcvnwZJiYmdEt6RQXamZmZmD17NpycnGBtbY0ePXrg1KlT2uEgLSrRBjm/CKtWrQKHw/nH91tQUAAGg/HdX0DyoZuytHXKw4MHDyASifDx40fIZDJ4eHiAxWLhwoUL5bKzePfuHaysrLBp0yYkJibSvjWqArvBgweXWjT64cMHOrhZtGgRNm3ahIyMDNSoUUPJnbos5s2bB3Nzc3h5eZVrvYomOzsbBgYGyMjIQK1atRTE/8ri48ePmODigtyvMzIq2u537NgBOzs7RERE/G1gqSZDk1Zs3aDwuVTT9ZaSkgIGgwEej6dSDVfOoUOHEBwcXOa1YLFYuHfvHjw8PDBkyJB/JACNiYnB6NGjwWaz4efnBysrK1StWhXdunXD+PHjsX79+nJ1K5VFTk4OYmNjwWKxKkz0Ljc3F7NmzYJYLEbbtm1x6tSpf30YVst/H22Q84sQHh5e5hfwj+D58+dgMpkVsq1169bB0tJSrSuyJsdSq1Yt1KlTB7Vq1YK5uTkkEglq1qwJCwsLMBgMxMfHf5Nf1/Xr1yEWi7Fz5058+PABAQEBEIlE2L9/v8Jyjx49glgsVlkMXFBQgPDwcDRt2pQe8sjJyUFkZCRatmxZ7kBRJpNh9uzZGmkS/WgiIyORlJQEf3//cheSyqysVAYqXwso3rx5EyYmJpg5cyZ69OhRNFGNGvJQS0t06NBBo/2/efMGPB4PBgYG8PX1VWm4SFEUBg0apCAxIKekYSJFUbC3twefz8fs2bM1vwjfyfbt22FgYABra2vs2bPnhwr17dq1C46OjmjZsiUOHz783e7eMpkM27dvh62tLaKioir0QUfLz482yPlFCA4O1niYoCK5fPkyjI2NK2x7CQkJMDMzw5kzZzRaXiaTYdu2bQgNDQWHwwEhBHw+H0ZGRiCEoFKlSjAyMgKDwUDt2rVRqVIlmJmZYdiwYeXWx7h06RJMTU0xa9YsUBSF6dOng8vlok2bNsjKyqKXCwgIUJKXl3sSEULomptnz54hMDAQbdu2/a62//8CQ4cOxaRJkxAYGFiqMJ1KNLTpyM/Pp7VsdHR04O3tjaioKOxu3RpvjIwgIwSPCUGH4i6uJk2a0IFjQUEBrl69iq1bt2Lu3LkKppR79+5F7dq1ERkZCS8vL4jFYsyYMQNZWVl4/PgxKlWqRL93Dg4O6NGjB9q2bYsmTZrAy8uLnufu7g4OhwMGg4F15TCLrSjCw8ORlJT0w7ZfWFiIvn37ghCCmjVrgqIoUBQFZ2fnb6rF+fLlC1atWgVvb294eHiUKwOoRYscbZDziyCRSLBz585/fL/79u2Dubl5hW5zz549kEgkGD9+vMJT8tecPn0aXl5esLe3h7m5OXg8HsaPHw+gaIhJHuhYW1srZDtu376N2NhY8Pl8jBo1qly1BI8ePUKVKlVQt25d3Lt3Dy9fvoSXlxdEIhFdXDp8+HCMGzeOXufly5dwcHBAvXr10KNHD8hkMloAb+rUqT9FrcHhw4dhb2+PsLCw8n8OSykKnjRpEo4fP46XL19CJpPh2rVr2L17N9zc3BASEgJvb28wmUwQQmBlZYUVK1bgzp076N+/P5hMJhgMBlgsFnR1dcHj8WBjY4PKlSuDEIILFy5gy5YtqFGjBoKCguhgpmXLlhCLxSCE0PoroaGh8PHxweLFi7FkyRKsWbMG69atw7Rp09CtWzdIJBKYmppi5MiRpdb1/Cjy8vLA4XB+mFv1vXv3EBwcTAd0JYPy2NjYcvnfZWRkYPLkyTA1NUV4eDj27dv3U/wPaPl30AY5vwDv378Hi8X6YV9wpbF27Vo4OTlV+HafPXuGpk2bwtbWFosXL6bbNAsKCnDnzh3ExMSAw+HQLtJjxoxBQUEBKIrCxYsXUbNmTejr68PR0ZEOfL4mLS0NzZs3h7u7u2KKvAzF4vz8fMTHx0MgEKB9+/Y4d+4cpk2bBg6Hg/79+2Pt2rVo1qwZgKKn1cDAQIwdOxZZWVlISEiAq6srqlevriRe9//OpEmTwGQyIZVK0bx5c8yZM0ezG76KISfKyAjXhw3DoEGDEBQUBKFQCAaDAQMDA+jo6EAkEsHQ0BCjRo3CpUuX8OXLF/j7+9MZwNzcXBw5cgSLFi3C0KFD0bNnTzRv3hz+/v7g8/kKhd8MBgO+vr7w9vZGtWrVMG/ePOzbtw/379/HggULEBUVBT09PTCZTJibm8PGxgYCgQBGRkbw8/PDgAEDyjTS/NGkpKTA2dn521Yu5fOen5+PqVOngs1mw9PTExKJBDo6OgrnunbtWrRq1arM3Tx//hzDhg2DQCBAp06dfqhshJZfB22Q8wuwZcsWRERE/Cv7Xrx4MSpVqlTh283OzsbFixcxatQoODo60kJyDAYDurq6YDKZ8Pb2xpw5c5CSkoJt27bRjsJ2dnZo27YtYmJiMG7cOAQGBqrdD0VRWLFiBcRicZFeTTm8p96/f4+4uDg4OzvD2toaTZo0gYmJCcRiMaysrLBr1y5UqVIFrq6uCA0NBZfLRePGjXHkyJGftqBy+fLlCA0Nxdq1a9GtWzcIhUJERkbi8ePHpa9YfKOVEYJsoVDl9ZbJZMjJyaGvXcuWLTFkyBDk5OTgwIEDYDKZYLPZ4PF4dADj4uKCfv36YebMmdi4cSPOnj2LN2/eYMeOHUhNTcXKlSvLFNCcOHEiGjRogOzsbKSlpeHRo0d48+bNfyr7sHPnTjRs2LD8K5byeU9OToaPjw/Cw8MRHh4OY2NjNGnSRKmD89y5c/D391e7i7S0NPTp0wd8Ph+9e/fG06dPy3+cWrSoQRvk/AKMHz++3J05FcXKlSvh6upaodukKApsNhtCoRAuLi6oXbs2fvvtN/Ts2RMWFhYQCAT08JRYLIaLiwsiIyMxadIknDt3DhRFYcmSJejRowdGjBhRapAjR648/MXUFKqGTkpzOKcoCrdv38aSJUvQp08fmJmZgRACHo8HMzMzDB8+HLt371ao2/lZefHiBfh8Pj3M+OXLF8TFxUEoFGpk6njixAnY2toiJycHQFEdyNOnT7Fq1SoMHToU3bt3h52dHapUqaKQjSn5atOmDbp160bXjKgjNzcXjo6OpdaC/PXXX5BKpf+J4u7SWL16Ndq3b1/+FdUMFWbyeJBIJFizZg0tlKfUrVbM3bt3VWZz7927h969e4PP52PAgAE/XN9Gy69JaUGOHtHyU/DgwQPi5+f3r+zb0tKSvH///ru3c/v2bTJo0CASFRVFmjVrRjgcDlm1ahVp0KABvcyQIUOIu7s72bNnD2EymaVuT19fn7x7945s2rSJLFu2rMz9h4aGktWrVxP9hg1VL/Dsmdp1GQwGcXNzI25uboQQQrp160Zq1KhB+Hw+uXPnDmGxWGXu/2fBzMyM+Pj4kF27dpEWLVoQAwMDMnz4cGJpaUkWLVpEuFwuef36NTE1NSWWlpZFT1uEkOzsbPLmzRuSlJREdHV1iZGRETExMSFZWVnE3NycvHjxQmE/Ojo6hBBCZs+eTUaNGkW8vLxIYGAgmTRpEjE0NCR6emV/vU2ePJl4eHiQsLAwlfOvXbtGYmJiyIYNG4ilpeV3XpkfC0VRhMFglH9FNZ9r448fyY3UVCKVSgkhhNSrV4/weDwya9YsMmTIEIVlGQwG/T5SFEVOnTpFEhMTye7du0n37t3JnTt36O1o0fKPoi76+X99/YqZnGfPnoHD4Sg7Yf9DpKWlfXcLeWpqKgQCAXx9feHg4EA7Qpc8J7k0vqr2XlXEx8dDX19fYwViOe+Njcudyfma6dOng8lk4tWrV+Xa98/Ctm3bEBAQoJBFOX/+PAghdCeNo6OjUgbG3NwchBA0a9YMHA4Hf/zxB7Kzs5GXlwdCCGzUvAcrVqwAg8EoV2fRwYMHYWZmplbBWu5HRuvx/MfZunUrGjduXP4V1WRyVH3eExISIJFIlLyd5MNau3btQmBgIG3m+T0CoVq0aArRDlf93Pz555/lMnSsaGQyGRgMxjebRKanp8PU1FRB02TPnj0wNTUFn8/HsmXLkJOTAxcXF42GO4CibiZCihyly1v7UrhmDXK+bmlWU5OjitOnT4MQAh8fn3Lt92dCJpPBy8sLmzdvpqd9+vQJHTt2pP+mKAqfPn3C58+f8fbtW8hkMoX36uzZsxCJRDh79iwAoEmTJmqF+po1a4bu3bvDwsICgwcPLrNb7uLFixCLxSqNKb98+YKxY8fC1NQUR48eLc9p/6skJyfDy8sLMpkMKSkpSgHG06dPsXHjRtja2mLLli2Ii4tDQkICTvz2G/L09DT6vH/+/BmEEAQEBNDTKIrC8OHDweVyUblyZaxdu/aH+FZp0aIObZDzkxMdHf3DZePLQk9P75tM6p49ewZzc3O1BZOrV6+GqakpTE1N4evrq3HAUlBQQOuX7N27t9zHdX3YMKTr6RWZOqrorlJHamoqRCIRjIyM0KRJk3Lv92fi1KlTMDc3/646jH379kEkEpVq/rpt2zY4ODggJycHb968QYsWLWBjY4Ply5erFMTbv38/xGKxkrdTfn4+1qxZA0dHR0RFRX2zp9O/xadPn2BkZITAwEBIJBLweDy4ubkhJiYG7u7uMDY2Vsia1ahRA507d0bHjh2xtn595JmZqe0mLMnjx4/BYrHw/Plz7NmzB97e3hAKhWjZsuVPW0yv5b+NNsj5icnNzYWxsTFSU1M1XoeiKFy/fh1z585F586dUbNmTVSuXBmVK1dGrVq10KVLF8ybNw8pKSkaf2np6OiUW2H148ePcHR0LLMjRCaTQSwWw8DAAD179lRKlZeGo6MjDAwMsGjRIpXnUpr7uI+Pj8amil++fEH79u1BCMHw4cNhZmaGe/fuaXycFUFubu5/rrBzxIgRCA0N/S6hw3PnzsHS0hKDBg1SCqRv374NsVispLB88uRJhIeHQyQSoUePHti6dSvu3r2LoUOHwtzcnPZBSktLw44dO9C7d29IJBLUrl37/1aQ7tChQyCEoFWrVnQX2rZt2xAfH4/t27fj4sWLCAkJAZvNhqGhYan6U+rIyMjArl27QAgBm82Gk5MTdu3aBX9/fyXxSy1a/im0Qc5PzOrVq1GvXj2Nlv348SNmzpwJZ2dn2NnZoUePHli2bBmOHDmC5ORkJCcn48iRI1i6dCm6d+8OGxsbuLq6Yvbs2cjOzla73YKCAhBCNAqI8vLycOjQIQwcOBAmJiYwMDCApaUlrK2tUalSJTRp0gQTJ07E6dOn6S6Ou3fv0kGDp6cnBAKBkpWCOhITE1GlShWYmJigXbt2dMcO8Ldf0apVq1SuO2fOHHTq1Emj/QwePBgRERFYtWoV/vzzT1SuXFmj9SqSFStWgBBCu1H/FygoKEBUVBRatGjxzcOZAPD27Vu0bt0a1tbWWLp0KXJzc/Hw4UPY2Nhg9erVatd78uQJpk2bhkqVKkFXVxc6OjoQCAR00CwXo4uLi/tXjG1VQVEUFixYUO6Hhvj4eDCZTIUhwdevX6Nnz56wsrICi8VCu3btcPr06XJnXJ4+fQp3d3cQQhASEgJfX1/Url0bX758wf379yGRSLRDVFr+NbRBzk9M7dq1sWPHjlKXkclkWLZsGSQSCVq2bImzZ8+W+iX37Nkz1K1bFzo6OjAyMoK7uzskEglWrFihsn30/fv30NXVLfUY0tLSMGDAAIhEIgQGBsLCwgI2NjZITk7GkydP8PjxY1y5cgVJSUkYPHgwKlWqBEtLS0yYMAHTpk1D165d6W3NmjULHA4HISEhWLZsWanZi8+fP0MikeCvv/6Co6MjXF1d8ejRI2RlZcHS0hLVqlWDsbExfvvtN6Vsw/3795VcsFVx48YNiMVi+jjq1q2LFStWlLrOj0Beh0QI+U+1qsu9uerVq4eMjIzv2taZM2cQEREBLpcLIyMjdO3aFQ8fPlTwIissLMSjR4+QlJRE6/SEh4fj5MmTyM3NxZs3b/Dq1SuFgPe/RHp6OgghEAqFcHd312ide/fuwc3NDXPmzAGfz8e4cePg5uYGQ0ND1K5dGxs3biz3+VIUhcTERDg7O9NWKeHh4UrLxcbGYsiQIeXathYtFYk2yPlJyc/PB4/HK7WD4c2bNwgPD0fVqlVx9epVtculp6dj9erVCAsLg6GhIerWrYuMjAzs27cP7u7uMDQ0hFQqRXh4uNL+Xr58qba7Kjc3F2PGjIFAIMDAgQPx6NEjHD58GCYmJmU++d24cQNdunSBgYEB2rRpoxBgvX//Hn369IGtrS0IIardlYvF5ShC8JrFgmztWkRHR4PH48HCwgLe3t4Aip5Srays4OfnpyBYR1EUJBIJnj17pvYYZTIZqlevjiVLlgAoGjKws7P713yo0tPTcfLkyf9cbURBQQEGDBgAa2vrUutryiInJwdjx46FSCRC165dERUVBWtra+jp6cHExAQmJibQ09ODlZUVIiMjMWvWrH/FYuFbOHfuHEJCQsBgMBRqZ9avX4+HDx+qXS8xMREikQgdOnRASEgI9PX1YWJiglmzZqntHCuNtLQ0xMbGwsrKCoQQNGnSBEuXLlX5mXr69CkEAkGFuptr0VJetEHOT8qBAwdQrVo1tfMfPXoER0dHDBkyRO1QAUVR6N27NwwNDeHo6IjffvsNd+/eVVru7NmzcHZ2BpvNhqmpKZKTkxX2w2KxlNZJTU2Ft7c3oqOjaSG1T58+wd7eHrGxsRqfZ6VKlVCpUiWEhYXRzt1y6tSpg7CwMOUvYBUqrgVMJrBuHebOnQtXV1eF2p6CggJERESAzWZjyZIl9PZq1KihtsNm7969GDlyJAICAlBYWIgPHz7AwcHhu27iPzuHDh2Ck5MTQkNDceDAAY3d4LOysrBgwQJYW1ujWbNmSoFnfn4+MjIy8O7du/87o9O8vDzExcVBIpEgMTGR/l/Nz89H7969QQhBv379QFEUMjIy0L9/fyxbtgzp6emoU6cOCCEwNjYGn89H37596db38lqG7N+/XyHAsre3x4kTJ9SqE1MUhaioKLWWKVq0/FNog5yflFOnTkHd+T5//hy2trZYsGCB0jyZTIZevXrRNQkCgUBjNdfx48fTHkI9evTAx48fkZKSAi6Xq7DcxYsXIZVK6YLfL1++ICkpCe7u7vDw8CiXHL69vT3u3LmDYcOGwdHREY8ePQJQlM0xNDRU/aSuRvsjz8ys1H3t3LkTIpEIQUFBePz4MZo1a6bQBi1n/vz50NPTAyEER44cgUwmQ/PmzdGjRw+Nz+tXJT8/H6tXr0blypVhYWGB7t27Y/Xq1Th//jwePnyI9PR03Lt3D4cPH8bs2bMRFRUFHo+HZs2a/WtaUBUBRVF49OgRzp8/T2sGMZlMiMVi1K9fX23G6fLly/Dw8IBYLAaHw4Gfnx8IIeBwODA0NER0dDT279+vkBndsGEDnJycNBq2vH//PmrUqAFCCKpXr45bt26hsLCwzOGtBQsWoHLlyt9UwKxFS0WiDXJ+Uq5du6ZSSj0vLw9VqlTBpEmTVK43YMAAiMViXLx4EXv37v2mL6muXbvC0NAQXC4Xfn5+4HK59BNoSkoKJBIJ/vzzT9y5cwft27eHkZERzM3NMWDAgHIXKFpYWNBP7vPmzYO9vT1evnwJf39/1K9fX/VKX+vcFL9khJRZYJqbm4uIiAhwOBwEBQVh/fr1CvNfvXoFPp+P+/fvo6CggA4aa9Soof3CLye3b9/GvHnz0Lp1a/j5+cHW1hZmZmZwdHRErVq10KtXL2zYsOH/WlSOoijMnTsX5ubmMDc3h7+/PwICAugMjTxoLw2ZTIbnz5/TWSoGg4EpU6aU2mnYt29f1KxZU2WwUlhYiMTERNSsWRPGxsaYMGFCua7xjh07YGpqivv372u8jhYtPwptkPOTcvDgQfj6+ipNHzVqFCIjI1WOoc+bN6/cLeeqkLd183g8NGjQAAYGBmCxWKhduzaEQiHtMWRkZISwsDBcunTpm/fl7OyM27dv03+PHTsW1tbWsLCwQGZmJj5//ozr16/j0KFD+PPPP3H48OGijI2KIOejQAAzMzNaYK401q1bB11dXTRo0EDhRtG7d2/07t0bQJGJaMuWLREcHPyfKvbV8t9AXovk6emJmzdvVlitlJWVVZnDooWFhWjXrh1CQkKQkZEBiqJw/vx5dO3aFYQQuLm5YeTIkRoriMtZs2YNJBLJd/1Pa9FSkWiDnJ+U9u3bY/DgwQrTUlNTIRQKVRYC7tixA2w2W6XKa3nZtGkTjIyMwOfzcefOHejp6eHixYtwdnYGn8+HmZkZqlevrrK+p7yEhoYqKN3KZDIYGRnB3t4evr6+YLFYcHNzQ506dRAZGYnQ0FAMMjPDp6+DnGIV1927d0MikWDcuHFlZl7c3d1haWkJMzMzXLp0CUlJSSCE4PXr1zh16hRcXV3RsWPH/2ynjpZ/jxcvXsDf3x/h4eHf3VX2NcHBwRoZ8spkMvTs2RNcLhcikYi2zHj48GG5W9Szs7PRq1cv2Nvb4+bNm9966Fq0VDjaIOcnxcfHR+FpLjU1Fa6urhg4cKDSspcvXwabzUZiYuJ371eexUlISMDo0aPRvXt3WFlZYfLkybC0tCxVU+db6N27N+Lj4wEUSdfLW1oNDAywdetWtYWmeatWIVcqBUUInunoIN7XFzdu3ABQ1CbftGlT2NraYvHixSqPOT8/HxwOB1lZWejbt69Cx0vjxo1haWlZLq8kLb8Od+/eha2tLSZNmvRDOt2GDh2K2rVrq51PURR27NgBHx8fEEJQq1Yt8Pl8tGnTptwPHnl5efjjjz9gaWmJDh06aDOWWv5zaIOcn5CTJ09CKBTi2LFj6NOnD8RiMX0DlgcEct6+fQuJRKIy+PkWhgwZAhcXF8hkMrx9+xY8Hg9hYWGwtrbG8uXLK2QfJdm8eTMaNGiA3377DXp6euByudi3bx+GDh2KPn36KC2vqk7h8+fPmDt3LsRiMYYOHUoHRqdPn0ZUVBSMjY3RvHlzLFq0CCdPnsTTp0+xf/9+uLu748aNG2jZsiXs7Ozg5OQEBwcHzJ0795tsLLT8vOTl5eHDhw/YunUrpFKpWpHJiuD48eMghCh81j98+IAjR44gJiYGhBBYWlpi7ty59ND0x48fMWHCBIjFYoSFhWHZsmVITU1V2QTw8eNHHDp0CP3794dUKkW9evVw+vTpH3Y+WrR8D9og5z/Oq1evcOnSJbx9+7bMFPLt27dppWB5hwWXy0XVqlVRp04dODs7w9jYGNHR0QCKxuVDQkIQFBRUIccqk8kgFAoVjDKbNm2KWrVqQV9fv9wpcE1ISUmBjo4ORCIRfHx86KzLixcvYGxsrBBsdOnSBYQQpWE8OW/evEGjRo1QtWpVBRHBN2/eYPXq1ejSpQsCAwNhaWkJJpMJNpsNNzc3sFgsxMbG4sKFC/85DRot/y7Xrl2j9aWMjIxQtWpV/PXXXz9kX9nZ2UhKSsKYMWPozqo6deqAyWTC0NCQthW5deuW2oxqTk4OkpKS0KZNG1haWsLIyAiurq7w9/eHl5cXzM3NYWhoiODgYIwfP75Chpy1aPmRaIOc/yiZmZlYsGABCCEwMTEBIQT6+vp0Rmbw4MGoUqUKCCFwcnLCy5cv4erqCkIIWCwW3N3dcfz4cfqm27RpU6xbtw5paWkghMDd3R0uLi4wNzevsK6f+fPnw9raWuHpb+XKlbCysoKxsXGF7KMkjx8/pi0f2rVrByMjIwU/qQYNGmDjxo0AilpauVwu1q1bB7FYjDp16qh8SqUoCmPGjIGTkxNevHihcr+fPn2CRCLByZMn4eLiAkLId9kSaPk52bBhA0QiEZYvX/5D67KuXbuGHj16wNjYGPXr18eYMWMQFBQEiUSC0aNHY/78+bh27do3DSV9+PABN2/exPnz53HlyhU8ffq0XBIPWrT822iDnP8ovXv3hlAoxO+//468vDzk5OQgLy8P+/fvR0REBIyMjBTqQAwNDcFisdCsWTNMnz4d169fx4YNGzBlyhQMGTIEHA4HAwcOxNq1a9GuXTuIxWLEx8eXHeAUKwNr4kDs5OSEefPmKUy7e/cunfWoSDIzM+Hs7Ix58+bh4sWLsLS0xJw5c8Bms3Hu3DkARYFN165dceLECbDZbLpA+cWLF6hUqRKcnZ3VttlOmjQJXl5eKp944+Pj0aRJE4SEhKBFixbw9PTUWEtIy6/BpUuXIJVKcf369R+2j/v376Np06YwNzfHxIkTv0nBWIuWnx1tkPMf5OzZs7CysipTm+L69esICAgAm81G586dceLECfTt2xdmZma0+uuwYcMwceJE6OnpYfjw4WjRogWsra1BCEG3bt0U1ImVUKEMLO9C+pqUlBSwWCy8f/9eYfqXL19ACIGOjo7SvDJRE2BRFIXo6GgFZeSYmBiMHj0a48ePB4/HQ0pKCpKTk2Fvbw8ul4v58+crbPrz58+IiIiAVCpVqUVCURQ6duyoYGiYn5+P7t27g8lkYsKECahWrZr2qVaLSho1akTbeVQ0Dx48QKdOnSAUCjF58mRt954WLaXwXUEOIWQlIeQNIeSminmDi7MMohLTRhBCHhBC7hFCwktM9yOEpBTPm08IYRRPNyCEbC6efoEQYltinY6EkPvFr45lHSv+40FORkYGhg8fjsWLF6NOnTqYOXOmRuvl5eXB2NgY/v7+kEqlGDduHO7du6ewzLNnz2BhYaEwzcbGBg0aNIClpSXCw8NVt32qUQaGjY3SovXq1UP79u2Vpqenp0NHRweWlpYq1YHVUkqAlZSUBE9PT4Uan/T0dEilUpw+fRp9+vSBUCjEsmXLQAhRqewMFNUkxcbGgsfjqWydl9tMHDhwABRFoUOHDhAKhbQnVmkO11p+XbKzs8Fmsyu8k/Dhw4fo3LkzhEIhxo0bV/6HBi1afkG+N8ipQQjx/TrIIYRYEUIOEkKeyoMcQog7IeR6ceBiRwh5SAjRLZ53kRASSAhhEEL2E0IaFE//nRCytPj3VoSQzcW/Cwghj4p/8ot/55d1vP/VICc/Px8SiQSdOnVClSpV0KZNG408dnJyciAQCKCnp4cxY8aofaJ78OAB7OzsFKZNnz4dnp6eyMvLw/z58yESiTBlyhTFzIQaZWAwGArbysvLA5fLVZkVunHjBvT09BAaGqqy20ktagIsytoaNjY2KoOSvXv3wszMDA8ePECdOnVgZGQEPT29Mofk5s2bBzabrTII2717N9zd3bFgwQIIhULUrFkTeXl5WLx4MdLT0zU/Hy2/DMnJybTBa0Xw7Nkz2jF9zJgxyMzMrLBta9Hys/Pdw1WEEFsVQc5WQog3IeRJiSBnBCFkRIllDhYHNmaEkLslprcmhCwruUzx73qEkHfFgRC9TPG8ZYSQ1mUd6381yKEoCg4ODuVSCf3y5QtMTEzA4XAUFH9V8erVK4jFYoVpz549g6GhIV2TkpaWhuDgYDRp0uTvYEnDTM748ePh7u6uct+XL1+Grq4uhgwZgurVq2t8fuoCLIoQhIaGql0tISEBEokEHA4H06ZNA5vNxsePH8vc3Zo1a8BgMJRsJSiKgoeHB/T19eHu7q7VAdFSJqdPny7VHFdT3r59i9GjR0MoFGLEiBEVLhqoRcuvQGlBjg75BhgMRhQh5DmA61/NsiCEpJX4O714mkXx719PV1gHQCEh5AMhRFjKtlQdTw8Gg5HMYDCS3759+y2n9EOhKIoMGDCAvH79mlhbW2u0jkwmI66uriQ/P588ePCAuLm5lbq8SCQi2dnZJDc3l55mZWVF3NzcyOzZswkhhFhaWpKjR48SFotFGjduTPLz8wmZMoUQIyPFjRkZFU0vwapVq8iAAQNKPUd/f3/y8uVLjc6PEEKImmvx2sCA9O7dW+1qKSkpJCsrixBCiK2tLcnNzSVGX5+DCtq0aUM8PT1Jo0aNFKa/e/eOpKWlEX19fXL27FlibGys+Tlo+SWxsLAg6enpZS+ohoyMDDJx4kTi7u5OXr9+TS5dukSmTp1KBAJBBR6lFi1ayh3kMBgMI0LIKELIWFWzVUxDKdO/dR3FiUACAH8A/mKxWNUi/yrLly8nJ0+eJJcuXSISiUSjdYYOHUoKCgpI1apViVQqLXN5XV1d4uTkRG7evKkwvV27dmTbtm3030wmk6xdu5ZwOBzSo0cPQtq2JSQhgRAbG0IYjKKfCQlF04s5ffo0effuHWndurXKfcsDDjc3N5KZmanR+RFCVAZYYLHISEJIRESEylUiIyPJ5s2bycWLF8nx48fJ8OHDCZPJJI8ePSpzd7q6umT//v3kwoULJDAwkDg6OpIRI0YQV1dXUlhYSBgMBmEymZofv5ZfFhaLRfLy8sq9XlpaGhkwYABxcnIiT58+JSdPniQJCQnEzs7uBxylFi1aviWT40CK6m2uMxiMJ4QQS0LIFQaDYUqKsi1WJZa1JIS8KJ5uqWI6KbkOg8HQI4QYE0IyS9nWf57s7GxCURQhhJBNmzaRCRMmkFWrVhFXV1eN1t+zZw/Ztm0b2bVrFzl79iz58uWLRuuFhISQv/76S2FadHQ0efjwocI2dHV1ydq1a8mlS5fI2rVriwKaJ08IoaiinyUCHEIIGTx4MOnSpQths9kq93vu3DnC5XIJAPLp0yfNAx0VAdblnj3J85o1iaGhodLiEydOJEePHiXXrl0j3t7exN/fn8ycOZNYWlqSoKAg0rRpU7Jz507y+fNntbs0NzcnCxYsILm5ueTFixdkxowZxM7OjsycOZNUqlSJnD9/XrNj1/JLQ1EU0dXV1Xj5O3fukE6dOhFvb2+iq6tLUlJSyIoVKzT+TtCiRcs3om4cq+SLqKjJKTHvCfm7JseDKBYePyJ/Fx5fIoRUI38XHkcUT+9NFAuPk/B34fFjUlR0zC/+XVDWsf7bNTn3798HIQTt2rXD8OHDYWpqigsXLmi8/qdPn2BtbY1jx44BAKRSqYI5ZWkcOHAAVapUUZru4eGBCRMmKE2/cuUKJBJJqXUAR48eBZvNLrUA18fHB+Hh4Vi4cCHc3d1VdmBpyuTJkzFs2DCV8zZs2AAWi6WgwNqvXz9MmTIFOX/8gY8CAWSE4CmDgZE2NmjdujViY2MxcOBAdO/eHfXq1YNYLAaXywWLxQKTyQQhBFwuF3l5eejZs6faLi0tWkqSlpYGc3PzMpd7+fIlOnToALFYjEmTJmlrbrRo+QGQ76nJYTAYGwkh5wghLgwGI53BYHQtJWC6RQhJIoTcJoQcIIT0BiArnt2LEPIHKWoVf1gc6BBCyApCiJDBYDwghAwkhAwv3lYmIWRScXB0iRAysXjaf5bHjx+TOnXqkMaNG5ObN2+S9PR0cuXKFVKlShWNt7F06VISEBBAateuTQghxMfHh+zcuVOjdevUqUOeP39Orly5ojA9NjaWJCYmKi1fuXJl0rhxYzJr1iyV26MoinTs2JGMGjWKWFioLIciFy5cIO/fvye//fYbSUpKIomJieTPP//U6HhV8fTpU2JjY6NyXuvWrUnr1q2Jv78/6datGwkKCiKLFi0irB07CLN3b8LNzCQ6hBBrgEx89Yr0MjYmDg4OxMzMjPj6+pKuXbsSPT090rp1a7Jr1y6ye/duUlBQQF68eEGYTCaxs7MjT548+eZj1/LrkJmZSfh8vtr5Hz58IBMmTCCenp7EzMyMPHjwgIwePVpbc6NFyz+Nuujn//X1b2Vy5HorCxcu/OZtFBYWwsLCAleuXKGnbdq0SaMnRjmzZs1CkyZNFKZlZWXB0NBQZYfWo0ePIBAI8PnzZ6V5Xbt2hYuLS6l2BhEREViwYAHy8vIglUpx9epVGBgY4MGDBxofc0latWqFdWoUl+/cuUOrP4eEhGDixInw8PDABz6/1A6x3Nxc3L59Gz179kTnzp3V7nvhwoXo1avXNx23ll+LY8eOoUaNGkrTX7x4gREjRkAgEKBDhw54+PDhv3B0WrT8WpCK7q7SoszChQuJr69vqV1BZXHs2DFiZmZGKleuTE+LiYkhHz58IPfv39doG7169SLXr18nBw8epKcZGxuT6OhoMnToUKXl7ezsiL+/P9m9e7fC9OTkZLJx40ayefNmoq+vr3Jfe/bsIffv3yfdu3cnTCaT9O/fn0ydOpV4eXmRdevWaXS8X6Onp0cKCwuVpgNQ6DDT09MjO3bsIBMmTCC84sJnJZ49I/fu3SMODg4kKiqKPHnyhMycOVPtvimKIjo62n8JLWWTkZFBhEIh/ffFixdJixYtiLu7O/n48SNJTk4miYmJxN7e/l88Si1atGi/0SuAN2/ekGnTppFJkyZ913b27t1LmjZtqjBNR0eH2NvbazxkxWKxyLJly0jXrl3Jmzdv6Ol9+/YlJ0+eVBlANG3alOzdu5f+m6Io0rRpUzJo0CDi7e2tcj8vX74kPXr0IAkJCcTAwIDex8WLF0mVKlXIokWLyMePHzU65pLw+XySkZGhNP3r4KN27dqEzWYXXS81reiUpSVp3rw5GTt2LLl//z7Zv3+/wo3pa8oagtCiRY48yHn79i1p3bo1adasGQkODiaPHz8mCxcu1HZLadHyH0Eb5FQAa9asIVlZWWq7jzTl9OnTpEaNGkrTmzVrRjZu3KjxdurWrUu6dOlCoqKi6E6jqlWrEpFIRJYsWUIIIeTFixdk1apVpGvXrmTp0qVk48aNxMzMjNjb2xMzMzOSlZVFpFKpyhqV7OxsEhUVRXr16kVq1apFTzcyMiIJCQlk586dxMvLS+W5lIWjoyN58OCBwjQGQ1FNICUlhcyfP58sW7asaJ4arZ8VDg7Ex8enqFVeA1JTU4mDg0O5j1nLr8e1a9fIH3/8Qdzd3YmVlRW5d+8e6du3LzExMfm3D02LFi0lUTeO9f/6+jdqciiKwtSpU+Hr6/td2+BwOCq9at6/fw8mk6le6l2FySVFUejcuTOCg4Pp9caMGQMnJyfUrVsXfD4frVq1wuLFi3H06FEwmUw8ePAAu3fvhoGBAUaPHo0OHTpAJBIhODgYW7duhUwmw7t37xAYGIjffvsNFEWpPJwxY8bAz88PEokEw4cPL9d1OHPmDCpXrkz/PWrUKAUn9rS0NNja2mLNmjUqrwHFYOClgQFSRoyAlZWVRkrIcuzt7VX7e2nR8hVmZmYghCA1NfXfPhQtWn55iNaF/MdDURSsra01bvf+mo8fP4LNZqudb2Vlhd27dyvPKMXkUiaTYcCAAXB0dMSWLVtQpUoVMBgMrFixQskDy8rKCo8ePYK1tTVGjBhBT8/Ly8PWrVvh7+8PV1dXmJubY+jQoWoDHKDoWnTr1g0eHh5gsVi4fPmyxtchLy8PJiYmeP78OQCgQ4cOdIBz584dODg4YNq0aWrXnzNnDlq1agVHR0fV10sN9+7dg6mpaannpUWLnF27dpXr86VFi5YfR2lBjt6/l0P6uWAwGCQ2Npbs2rWL1KtXT2Hex48fyZkzZ8itW7fI06dPSXZ2NtHT0yMCgYA4OjoSf39/IpVKS7UmEAgEJC0tTXnGqFGE5OQoTsvJIWTUKKLTti2ZPXs2+fTpE2nRogWpVasWsbOzI+/evSMsFkthFRaLRUaNGkWYzP+1d+fxNV75A8c/J4JG1JZERNMEjaBCqCiqpTVqi7aorZaqnVItuqA1HTpGVasdWi0/HUvRjlKRzkSro7UMEmILUVuIXdMipJbI8v39ca9MyE1y742E3H7fr9d9yT3nPOc533vzevL1POd5Tin+8pe/ZJWXKlUq6yGDCxcuxM3NLc95LTc+izlz5jB+/HjmzJlD27ZtOXPmDO7u+f+6lSpVis6dO7NkyRJee+01mjRpwq5du5g8eTItW7bkL3/5C8OHD8+x3datW4mJieGtt96idevWhIaG0rFjx3z3d8MXX3xBjx49clwaU8qWW5cGUUrdnXROzm1UtWpV9u3bB0B6ejr//Oc/adu2LVWrVmXatGmcOnWKoKAgWrRowcMPP0zFihXZsmULffr0oX79+iQnJ7Nnzx6bfZcuXZortyYzAMeP2x7M8eOICG+++Sbr169n48aNBAcHc/bsWf72t7+xbt06y9pVVr///jsREREsXbqUUqVKkZqayk8//cSgQYOoXbs2mZmZHDlyhLi4OJYtW8bQoUPJyMiwvW8sE4WnTZvGvHnzSE5OpmbNmnav9fPiiy8ya9Ysrl+/zokTJ4iLi2PMmDGsXLnSZoJz5MgRmjRpwqhRoxg5ciT//e9/effdd+3aF8Dly5eZM2cOw4YNs3sbpZRSxUBup3iK6+tOPvE4JSVFfH19ZcqUKRIUFCSPPvqoLF261OYzaG6VkJAg7u7uUrlyZenSpYscPXr0pvrQ0FD55JNPcm6YxyrikyZNktDQUElKSspqvmfPHnF3d5eQkBApW7asNG3aVLp27SqAhIaGSq9evaRJkyZStmxZCQsLk2nTpsmZM2du2uWlS5ekRYsW8uKLL9p1eWfnzp1SsmRJ8fT0lB49ekhERETWyui2JCUlSWhoqNSuXVuMMQLI1atXbbZNSUm5ac7OmDFjZOjQofmOKbs///nP0rNnT4e2UUopdXdA5+QUjd27dwsgfn5+smbNGoe3DwkJkf/+97/y17/+Vby8vGTevHlZSURgYKBERkbm3CiXOTlbX3lFAgMDcyQoIpYH+D3//PNy/vx5WbRokZQtW1bc3d3l73//uyxcuFA2btxocwJ0dsnJyRISEiKfffaZXbEtXrxY7r33Xpk+fbo88cQT4unpKbVq1ZL27dtLz549pUePHtKmTRupUaOGlC9fXh5//HHx8PDISl6WL1+eo8/09PSbEpyDBw+Kl5eXnD171q4xiVi+My8vLzl+/Ljd2yillLp7aJJTBI4fPy7VqlUTQGrUqOHUBNbBgwfLRx99JCIi8fHx8uCDD8pLL70kGRkZUq5cudzv5Ljl7qrk2bPFx8dHoqOjbTaPjIwUHx8feeKJJ6RMmTISHh4uXbp0cXi8+/fvFy8vLzl06JBd7Z999lmpVauWpKamyrVr12Tv3r3y7bffypIlS+TLL7+UqKgoOXDggKSlpUliYqJ4eHhIxYoVBZB///vfOfrr0KFDVoJz7do16dSpk0ydOtXu8Z87d05q1aqV804tpZRSxUZeSY7OybkNTp8+TcuWLXnppZc4fvw4JUuWzPPJurlp164dkZGRADz44INs2rSJ3bt3069fP65cuZL701NvWUX81R07eP7552nSpInN5u3bt+f69eukpKQQGxuLh4cH7dq1c3i8tWrV4o033mD06NF2tV+4cCG+vr4EBAQQFxdH3bp16dixI7169aJnz560b98ed3d3Bg4cSLVq1RgwYADPPvssrVu3Zt++fcyaNYuoqCj+/e9/s3z5ckuWjmXNsM2bN7Nz505eeeUVu8Zy8eJFnnrqKTp06EDfvn0djl0ppVQxkFv2U1xfRX0m5+rVq9KwYUP529/+llW2a9cucXNzkz179jjcV6VKlW5a7+bSpUvy4IMPSunSpe3q4+jRo1KpUqV8Lze9/PLL8sgjj0hSUpKUL18+92fw5CM1NVX8/f0lNjbWrvbp6enyzjvvSJkyZeTtt9/OKr9+/bpMmDBBvLy8ZNCgQbJp0ybJyMiQtLQ06d69u7i5uclzzz0nbdu2lQ4dOkjnzp3lzTfflKSkJElLS5MGDRrIV199ZdcYEhMTpUGDBjJ8+HDJyMhwJmyllFJ3CfRyVeEZNWqUdOvWLcflqQ4dOsicOXMc7m/8+PE5Js7GxMQIIDExMfluP27cOBkzZky+7eLj48XT01PeeOMNhyfq3mratGl5LnxpS3h4uPj7+2e9HzlypLRo0cLmHKITJ06Ih4eHVKlSRb7++uscn/XEiRPlySefzPcSYWZmpixatEgqV64s77//vj4TRymlXIAmOYUkNjZWfH19bZ4FqVu3rkyfPt3hPn/99Vfx8fGRuLi4rLKMjAwxxkhoaKikp6fnum1mZqYEBgbKrl277NpXcHCweHh4SGJiosPjzO7UqVNSoUIFSU1Ntav9li1bpEyZMhIdHS0pKSny3HPPCZDnma+wsDCZOnWqhISESIsWLSQqKkrS09Nl/fr1UqVKFZvJ0Q1paWkSEREhTZo0kUaNGsnWrVsdjlEppdTdKa8kR+fkFMDEiRN5++23bS7q+NRTT7F161aH+/T29mbKlCn069eP1NRUwPLMmfLly5OZmcmKFSty3TYhIYG0tDTq16+f737S09NJSUnBw8ODwMBAh8eZXdWqValevTrbtm3Lt+2FCxfo1KkTo0aNokqVKlSvXp34+HimTZtGSEhIrtuNGzeOb775hh07djBkyBDeeust/P39CQ8Pp2/fvvzyyy8kJSVx6dIlfvnlF3bu3MnixYsZPHgw/v7+TJ06lbFjxxITE0Pjxo0LFK9SSqniQZMcJ/3888/s3LmT/v3726x/9NFHOX36tFN9Dxo0iAceeIChQ4daTrcB9913H82aNWPGjBm5brdt2zaaNWuW71N7169fj6+vL7/99hvz5s2zFC5ZAtWqgZub5d8lSxwa8yOPPJJnUiciREREEBoaSvXq1enbty+1a9dm4sSJ7N69m9dffz3P/jt37szJkyc5efIkvXv35rvvvqNChQo0btyYhIQEevfuTUhICPfddx/169enX79+REZGEhISwoYNG4iOjqZbt26UKFHCobiUUkoVX7qsg5MWL15Mnz59uOeee2zWz58/36FlBbIzxrBgwQJat27NSy+9xMyZM2nWrBmnT58mMTGRgwcPEhwcnGO7Q4cOUatWrVz7PX/+PMOHD2flypWUK1eOU6dO4ePjY0lohgz53/IQx45Z3oPlzi071KxZk4MHD9qsi46OZuTIkRw5coQxY8bQrFkz6tati6+vL6NGjbKrfzc3N7y9vVm5ciX16tVj1KhRdO3alcmTJ+tSDEoppWzSMzlOWr16NZ06dbJZJyKsW7eOzp07O92/p6cn3333HXv37uXZZ5+lW7durF+/no4dO/Ldd9/Z3ObChQt4e3vbrFuzZg1BQUH85z//oU6dOuzbt8+S4ECe61/Zy9vbmwsXLuQoP3bsGM2aNaNWrVqcOnUKNzc3WrduTXh4OAkJCXb3DzB16lRWrVpFmzZtGDx4MO+8844mOEoppXKlSY4TLl++zP79+3Od2/Htt9+SlpZm82yLI8qXL8/333/P/fffz+DBgxERKleuzKZNm2y2T0tLy7EIZmZmJm+88QZPP/00JUqUoGPHjmzatInKlSv/r1Ee61/Zy83NzeZaVgEBATz22GMkJydTpkwZ3nzzTRo0aMCqVavw9PS0u3+A8PBw1q9fz+XLlxkzZoxD2yqllPrj0STHCYcPH+aBBx6gVKlSNusTEhLo2rWr7bMMDs59KV26NDNnzmT+/PkYY/jkk0+Ijo7m8uXLOdqWLVuWlJSUrPfXrl2jXbt2fPjhh/j6+jJ//nwWLlxI2bJlb94wIMD2znMrt+HKlSs5VlE/fPgww4YNIzo6mqioKNq0acP+/fvZuXNngebG5LVau1JKKXWDzslxwtmzZ/Hz88u1Pj4+noYNG+asKMDcl1atWrFu3TqaNm3KtWvX8PPzo2nTpjRu3JigoCAqVKjAhQsXiI6O5vz582zatImdO3eSlpbGrFmzGDJkSI6zPFmmTLl5XABlyljK7XTs2DECrEmRiLB48WJeffVVevfuzfz58wkODqZRo0a4uWlerZRSqmhokuMEW2ctbvj111/5/PPP2b9/f87KvOa+2DHB96GHHqJEiRKULFmSY8eOsWHDBmJjY5k0aRIpKSlZt4Vv3LiRcuXKUbt2baZNm0bbtm3z7vjGvt9803KJKiDAkuDYOekYYPfu3fTq1YuDBw8yduxYEhMTWbVqFU2bNrW7D6WUUup20iTHCWXKlOHKrcmKVWpqKkFBQfzrX//KeafTbZj7cu3aNdzd3ZkxYwa7d+/mxx9/JCAggF69enHt2jU+/fRTTp8+bfPZPXnq3duhpCa79PR0Nm7cSNeuXXn00Ud5/fXXWbZsGR4eHk71p5RSSt0OmuQ4oUqVKpw5c8Zmnb+/P9OnT+fjjz9m7NixN1cGBFguUd3KgbkvVapUISkpiXnz5vHMM8/www8/0KxZs6z6I0eOsGrVKl544QW7+3RWSkoKs2fPZs+ePXh4eDBu3DgiIyP17I1SSqm7gk6QcEJQUBAJCQlcv37dZr23tzfHbZ2dmTLFMtclOwfnvrz33nt4e3vTr18/Pvvss5sSHID+/fsze/bsrIcIFpbY2Fjq1atHXFwca9euxd/fn9jYWE1wlFJK3TU0yXGCp6cntWvXznUZg5SUFC5evMjRo0dvrujdG+bOhcBAMMby79y5dl8mOnv2LEuXLsUYk+vThZ966il+//13Vq9e7VBMjoiIiKB9+/bMmDGDMWPGYIxh/fr1eU7GVkoppYqaJjlOat++PRERETbrfH19qVatGjVq1OC99967ubJ3b0hMhMxMy792JDirV6/Gz88Pf39/1qxZQ9myZWnTpo3Ntm5ubrz//vu8/PLLuc4bstehQ4eYMGECw4cPJyoqCoClS5cyYsQIoqKiePrpp3nxxReZMmVKrk9+Vkoppe4UU9iXNYpaWFiYxMbGFvp+fv75Z1q1asXRo0dz/QPfo0cPli1bxvnz5+2aCHz+/HkqVap00/sePXqwZcsWpkyZQmBgIFOnTiUmJibfvnr37o2npydz5861PyirU6dOMXnyZFauXEnfvn25//77GT16NFWqVOHixYvExMRQr1493nrrLWJiYvj+++/11nCllFJ3hDFmu4iE2arTv0xOqlOnDg0bNmT+/Pk3lW/YsIGVK1cyefJkli1bxuTJk+1KcE6fPo2XlxfNmzdn7dq1DB8+nMDAQDw8PIiPj2fUqFG8++67OScz5+LTTz9l06ZNvP/++w7FtWPHDho3bkzZsmXZunUrH3zwAa+88gopKSk0aNCA8ePHU69ePRYuXMgXX3zB4sWLNcFRSil1dxIRl3o1atRIisr27dvF19dXVq5cKRkZGdK/f38B5LHHHpOWLVvKkSNH7O7r4sWLAsizzz4rXl5e8vDDD8uGDRuy6hcvXiwPPfSQpKen293niRMnpHr16vLXv/5VMjMz821/4MABqVy5sqxYsSLPdnPmzBE/Pz/Zt2+f3WNRSimlCgMQK7nkBHq5qoBuXbph1KhR/P3vf3eqr3vuuYfExESqVKlyU/mJEycICwvj22+/5eGHH3aozzNnzhAeHk7NmjWZM2cOFSpUsNnuwoULNG/enJdffpmhQ4fabHPlyhVGjx7Njz/+yOrVqwkKCnJoLEoppdTtpperComttak+/PBDp/vz9/fPscJ4SkoKnTt3ZuzYsQ4nOAB+fn5s3rwZX19f6tSpw//93//luPVdRHjhhRd48sknGXJjmYlsMjIy+PLLL6lTpw5Xr15l+/btmuAopZS662mS46TsZ8CaNm1KxYoVGTduXIHmpzzxxBN8/fXXWe+Tk5MJDw+nUaNGvPbaa073e8899zBz5kwiIyNZvnw5NWrUYMKECWzbto309HQee+wxIiMjmTRpUlbilpmZSVxcHJMnTyY4OJiPP/6YBQsWsGjRIsqVK+f0WJRSSqmiopernDR27FgiIiIYOXIk/fr14/fff6ddu3a0bNmSDz/80KlbquPj42ncuDHJyckcPnyY7t2706pVKz766KPbOrl3z549fPHFF0RFRZGQkABA/fr1qV69OteuXePs2bMcOHAAHx8f2rVrR58+fZw6i6SUUkoVtrwuV2mS44TMzExKlCjBwYMHqVmzZlb5xYsXGTJkCHFxccyaNYvWrVs73Levry/h4eFERkYybdo0BgwYYPOyWH7S0tLYuXMnO3bsYP/+/fzpT3/iqaeeuqnNoUOHaNq0KbNmzcpaj8vDw4PKlSsTHByMj4+Pw/tVSimlilJeSY6uXeWEoUOHEhYWRmBg4E3l5cuX56uvviIyMpJhw4bh5+fHiBEjePrpp3NdtfyGxMREFi9eTHJyMuvXr2fbtm1Ur17d7jFdvXqVH374gTVr1nDw4EG2bt1KYGAg9913H6tXryY5OfmmJOfcuXO0adOGqVOn0qtXL8c+AKWUUqoY0CTHQbt27WLevHnMnTuXUqVK5ag3xvDMM88QHh7OihUrmD9/PoMGDaJx48Y0aNCAatWqUa5cOdLS0jh37hyHDh0iOjqapKQkunXrxuTJk5k1a5ZDCc63337L0KFDqV27Nm3btqVNmzY0a9YMHx8frl69ire3N1WrVuXixYuUL18egIEDB9KlSxebE42VUkopV6CXqxy0efNmmjdvzubNm3MsjpmbS5cusXnzZvbu3cuxY8dISUmhZMmSVKxYkaCgIMLCwggNDaVEiRJkZmZSrlw5duzYQXBwcL59r1q1ik6dOvHnP/+ZSZMm2WwTGxvL7Nmz2bZtG6tWrSIqKooZM2awf/9+m4maUkopVVzonJzb5Nq1a3h4eACQmppaaAlC/fr16d+/P6NHj853PA888AC9evVi/PjxNy0JcSsR4YMPPmDSpEmEhISwcOFCu5IopZRS6m6mz8m5TW7cxv34448X6hmQjh07snz58nzbTZw4kbCwMKZPn55nggOWy2ivvvoqKSkpbNmyRRMcpZRSLk+THAesW7eOzz//nJ9++qlQ99OlSxf27t2bZ5vt27czc+ZMp5+urJRSSrk6TXIc4Ofnh6+vb6Hvp0aNGly+fJnMzMwcdenp6UyaNImwsDAWLFhAtWrVCn08SimlVHGkd1c54N577+Xq1auFvp/t27fj7e2d4wGAGRkZdO/enbNnz/LBBx/w3HPPFfpYlFJKqeJKkxwHpKamUrp06ULfz2+//UZ6ejoXLlygYsWKWeWffPIJ586dY926dXpXlFJKKZUPvVzlAE9PT86dO1fo++nWrRs+Pj4MHDgwq+zQoUO88847zJ49WxMcpZRSyg6a5Digc+fOLFq0qND34+7uTsuWLYmNjWX+/PkMHTqU+vXr8+qrr1K3bt1C379SSinlCvRylQO6dOnCmDFjiImJoUmTJgXq6+rVqyxfvpxvvvmGxMREkpKSqFixIn369GHlypXExsZSqVIl1q5dS506dTh06BD+/v63KRKllFLK9WmS44BSpUoxfvx4Zs2a5VSSIyLEx8ezZs0aPvzwQ2rWrEnz5s0ZN24cfn5+JCYmsmTJEkaNGkXXrl2LZP6PUkop5ar0iccOOnHiBA0bNuTAgQN4eXnZvd3evXvp378/v/zyC61bt2bAgAE8+uijhTZOpZRS6o9An3h8G91///2MGDGCevXqsWLFCru2iYiIoF69enTv3p2EhAT+8Y9/aIKjlFJKFTI9k+OkNWvWMGzYMBISEjDG5NouNjaWVq1a8dFHHzFgwIBCH5dSSin1R1KgMznGmH8YY5KMMXuzlU03xuw3xsQZY1YaYypkqxtvjDlsjDlgjGmbrbyRMWaPtW6msWYGxpjSxph/WstjjDHVsm3TzxhzyPrq51z4haNVq1Z4enoyZ86crLKff/6Z9u3bExgYSEBAAJUrV6Z58+Z8/vnnmuAopZRSRcyeiccLgI+B7PdO/wCMF5F0Y8w0YDzwhjHmQaAnUBeoCvzHGBMsIhnAp8AQIBqIAtoBq4GBwAURCTLG9ASmAT2MMZWAt4EwQIDtxphIEblQ0KBvB3d3d1asWMFjjz3Grl27aNiwIRMnTuTtt99m9uzZpKWlce+99yIiVK1a9U4PVymllPrDyfdMjohsAM7fUrZGRNKtb6OBG/c2PwN8JSKpInIUOAw8bIzxA8qJyBaxXB9bBHTKts1C68/LgT9Zz/K0BX4QkfPWxOYHLInRXSM4OJi4uDgCAgJYu3YtCxYsYMSIEVSvXp3g4GD8/Pw0wVFKKaXukNtxC/kA4J/Wn+/DkvTccNJalmb9+dbyG9ucALCeGboIeGUvt7HNTYwxQ7CcJSIgIKAAoTjO19eXCRMmFOk+lVJKKZW/At1dZYx5E0gHltwostFM8ih3dpubC0XmikiYiIT5+PjkPWillFJK/SE4neRYJwJ3BHrL/27ROgncn62ZP3DaWu5vo/ymbYwx7kB5LJfHcutLKaWUUipfTiU5xph2wBvA0yJyJVtVJNDTesdUdaAmsFVEzgApxpim1vk2zwOrsm1z486prsCP1qTpe6CNMaaiMaYi0MZappRSSimVr3zn5BhjvgQeB7yNMSex3PE0HigN/GC9EzxaRIaJSLwxZhmwD8tlrBHWO6sAhmO5U8sDy11Vq63lnwNfGGMOYzmD0xNARM4bY94BtlnbTRaRmyZAK6WUUkrlRh8GqJRSSqliS5d1UEoppdQfjiY5SimllHJJmuQopZRSyiVpkqOUUkopl6RJjlJKKaVckiY5SimllHJJmuQopZRSyiVpkqOUUkopl6RJjlJKKaVckiY5SimllHJJmuQopZRSyiVpkqOUUkopl6RJjlJKKaVckiY5SimllHJJmuQopZRSyiVpkqOUUkopl2RE5E6P4bYyxvwKHLvT43CAN/DbnR5EEdFYXdcfKV6N1TVprMVXoIj42KpwuSSnuDHGxIpI2J0eR1HQWF3XHylejdU1aayuSS9XKaWUUsolaZKjlFJKKZekSc6dN/dOD6AIaayu648Ur8bqmjRWF6RzcpRSSinlkvRMjlJKKaVckiY5SimllHJJmuQUEmNMO2PMAWPMYWPMOBv1FY0xK40xccaYrcaYEGv5/caYn4wxPxtj4o0xLxf96B3nbLzZ6ksYY3YaY/5VdKN2TkFiNcZUMMYsN8bst37HzYp29I4pYKyjrb/De40xXxpj7ina0TvGGPMPY0ySMWZvLvXGGDPT+lnEGWMeylaX5+d0t3E21uJ4fCrI92qtL07HpoL8DherY5PdRERft/kFlAASgBpAKWA38OAtbaYDb1t/rg2stf7sBzxk/fle4OCt295tr4LEm61+DLAU+NedjqcwYwUWAoOsP5cCKtzpmAojVuA+4CjgYX2/DHjhTseUT7wtgIeAvbnUdwBWAwZoCsTY+zndba8CxFocj09OxZqtvlgcmwoaa3E6Njny0jM5heNh4LCIHBGR68BXwDO3tHkQWAsgIvuBasYYXxE5IyI7rOUpwM9Y/mDczZyOF8AY4w+EA/OKbshOczpWY0w5LAehz61110UkuchG7rgCfa+AO+BhjHEHygCni2bYzhGRDcD5PJo8AywSi2iggjHGD/s+p7uKs7EWx+NTAb7X4nZscjrWYnhsspsmOYXjPuBEtvcnyXkg2A10ATDGPAwEAv7ZGxhjqgENgZjCGuhtUtB4PwJeBzILdZS3R0FirQH8Csy3nv6eZ4zxLPwhO83pWEXkFPA+cBw4A1wUkTWFPuLCldvnYc/nVNzkG1MxOj7lJ69YP6L4HJvskVusxe3YZDdNcgqHsVF267367wIVjTG7gJeAnUB6VgfGlAVWAK+IyKVCGuft4nS8xpiOQJKIbC/cId42Bflu3bGcSv5URBoCl4G7ef5GQb7Xilj+11gdqAp4GmP6FOJYi0Jun4c9n1Nxk2dMxez4lB+bsRbDY5M9cvtei9uxyW7ud3oALuokcH+29/7ccqreemDoD5bJYFjmLxy1vi+J5QCyRES+KYoBF1BB4u0JPG2M6QDcA5QzxiwWkbv1D2JBYi0DnBSRG//zXc7dfSApSKxtgaMi8qu17hvgEWBx4Q+70OT2eZTKpbw4y/W7L4bHp/zkFmtXitexyR65xSoUr2OT3fRMTuHYBtQ0xlQ3xpTC8oc8MnsD60z2Uta3g4ANInLJ+ofic+BnEZlRpKN2ntPxish4EfEXkWrW7X68yw8iBYn1LHDCGFPLWvcnYF9RDdwJTseK5TJVU2NMGevv9J+wzN8oziKB5613qDTFcgnuDHZ8TsWQzViL6fEpPzZjLYbHJnvkFmtxOzbZTc/kFAIRSTfGjAS+x3LnxT9EJN4YM8xa/xlQB1hkjMnA8ss00Lp5c6AvsMd6CQBggohEFWUMjihgvMXKbYj1JWCJ9Y/hEaxnQe5GBYlVRGKMMcuBHVgu1e3kLn+UvDHmS+BxwNsYcxJ4GygJWbFGYbk75TBwBet3l9vnVOQBOMDZWCmGx6cCxFrsFDDWYnNscoQu66CUUkopl6SXq5RSSinlkjTJUUoppZRL0iRHKaWUUi5JkxyllFJKuSRNcpRSSilV5Ew+C4raaN/dGLPPWBaHXWrXNnp3lVJKKaWKmjGmBfA7lvW0QvJpWxPLQr+tROSCMaayiCTltw89k6OUUkqpImdrQVFjzAPGmO+MMduNMRuNMbWtVYOBT0TkgnXbfBMc0CRHKaWUUnePucBLItIIeBWYbS0PBoKNMZuMMdHGmHb2dKZPPFZKKaXUHWdd+PUR4GvLCiIAlLb+6w7UxPJEZ39gozEmRESS8+pTkxyllFJK3Q3cgGQRaWCj7iQQLSJpwFFjzAEsSc+2/DpUSimllLqjrIv7HjXGdAOwLiQaaq2OAJ6wlntjuXx1JL8+NclRSimlVJGzLii6BahljDlpjBkI9AYGGmN2A/HAM9bm3wPnjDH7gJ+A10TkXL770FvIlVJKKeWK9EyOUkoppVySJjlKKaWUckma5CillFLKJWmSo5RSSimXpEmOUkoppVySJjlKKaWUckma5CillFLKJf0/Ks8Hbq/QVDEAAAAASUVORK5CYII=\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8,8)) # creating a figure\n", "\n", "# plotting a one mile radius buffer of the nta centroid\n", "nta_shape.centroid.buffer(5280).plot(ax=ax, \n", " color='none', \n", " edgecolor='black')\n", "\n", "nta_shape.centroid.plot(ax=ax, \n", " color='red', \n", " edgecolor='red')\n", "\n", "nta_shape.plot(ax=ax, \n", " color='white', \n", " edgecolor='black', \n", " zorder=0)\n", "\n", "ax.set_title('Centroid with 1 Mile Buffer', fontsize=20)\n", "ax.set_aspect('equal', 'box')\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 12.3.2 Translate/Offset" ] }, { "cell_type": "code", "execution_count": 141, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8,8)) # creating a figure\n", "\n", "# offset the nta shapes 10,000 feet to the right along the x-axis.\n", "nta_shape.translate(10000).plot(ax=ax, \n", " color='white', \n", " edgecolor='black')\n", "\n", "nta_shape.plot(ax=ax, \n", " zorder=0)\n", "\n", "ax.set_title('Offset = 10,000 ft on x-axis', fontsize=20)\n", "ax.set_aspect('equal', 'box')\n", "fig.tight_layout()" ] }, { "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" } }, "nbformat": 4, "nbformat_minor": 2 }