{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "

Introduction to geospatial vector data in Python

\n", "\n", "\n", "> *DS Python for GIS and Geoscience* \n", "> *October, 2020*\n", ">\n", "> *© 2020, Joris Van den Bossche and Stijn Van Hoey (, ). Licensed under [CC BY 4.0 Creative Commons](http://creativecommons.org/licenses/by/4.0/)*\n", "\n", "---" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "deletable": true, "editable": true }, "outputs": [], "source": [ "%matplotlib inline\n", "\n", "import pandas as pd\n", "import geopandas" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Importing geospatial data" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Geospatial data is often available from specific GIS file formats or data stores, like ESRI shapefiles, GeoJSON files, geopackage files, PostGIS (PostgreSQL) database, ...\n", "\n", "We can use the GeoPandas library to read many of those GIS file formats (relying on the `fiona` library under the hood, which is an interface to GDAL/OGR), using the `geopandas.read_file` function.\n", "\n", "For example, let's start by reading a shapefile with all the countries of the world (adapted from http://www.naturalearthdata.com/downloads/110m-cultural-vectors/110m-admin-0-countries/, zip file is available in the `/data` directory), and inspect the data:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "deletable": true, "editable": true }, "outputs": [], "source": [ "countries = geopandas.read_file(\"zip://./data/ne_110m_admin_0_countries.zip\")\n", "# or if the archive is unpacked:\n", "# countries = geopandas.read_file(\"data/ne_110m_admin_0_countries/ne_110m_admin_0_countries.shp\")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/html": [ "
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iso_a3namecontinentpop_estgdp_md_estgeometry
0AFGAfghanistanAsia34124811.064080.0POLYGON ((61.21082 35.65007, 62.23065 35.27066...
1AGOAngolaAfrica29310273.0189000.0MULTIPOLYGON (((23.90415 -11.72228, 24.07991 -...
2ALBAlbaniaEurope3047987.033900.0POLYGON ((21.02004 40.84273, 20.99999 40.58000...
3AREUnited Arab EmiratesAsia6072475.0667200.0POLYGON ((51.57952 24.24550, 51.75744 24.29407...
4ARGArgentinaSouth America44293293.0879400.0MULTIPOLYGON (((-66.95992 -54.89681, -67.56244...
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" ], "text/plain": [ " iso_a3 name continent pop_est gdp_md_est \\\n", "0 AFG Afghanistan Asia 34124811.0 64080.0 \n", "1 AGO Angola Africa 29310273.0 189000.0 \n", "2 ALB Albania Europe 3047987.0 33900.0 \n", "3 ARE United Arab Emirates Asia 6072475.0 667200.0 \n", "4 ARG Argentina South America 44293293.0 879400.0 \n", "\n", " geometry \n", "0 POLYGON ((61.21082 35.65007, 62.23065 35.27066... \n", "1 MULTIPOLYGON (((23.90415 -11.72228, 24.07991 -... \n", "2 POLYGON ((21.02004 40.84273, 20.99999 40.58000... \n", "3 POLYGON ((51.57952 24.24550, 51.75744 24.29407... \n", "4 MULTIPOLYGON (((-66.95992 -54.89681, -67.56244... " ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "countries.head()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "countries.plot()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "What do we observe:\n", "\n", "- Using `.head()` we can see the first rows of the dataset, just like we can do with Pandas.\n", "- There is a `geometry` column and the different countries are represented as polygons\n", "- We can use the `.plot()` method to quickly get a *basic* visualization of the data" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## What's a GeoDataFrame?\n", "\n", "We used the GeoPandas library to read in the geospatial data, and this returned us a `GeoDataFrame`:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "geopandas.geodataframe.GeoDataFrame" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(countries)" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "A GeoDataFrame contains a tabular, geospatial dataset:\n", "\n", "* It has a **'geometry' column** that holds the geometry information (or features in GeoJSON).\n", "* The other columns are the **attributes** (or properties in GeoJSON) that describe each of the geometries\n", "\n", "Such a `GeoDataFrame` is just like a pandas `DataFrame`, but with some additional functionality for working with geospatial data:\n", "\n", "* A `.geometry` attribute that always returns the column with the geometry information (returning a GeoSeries). The column name itself does not necessarily need to be 'geometry', but it will always be accessible as the `.geometry` attribute.\n", "* It has some extra methods for working with spatial data (area, distance, buffer, intersection, ...), which we will learn in later notebooks" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "0 POLYGON ((61.21082 35.65007, 62.23065 35.27066...\n", "1 MULTIPOLYGON (((23.90415 -11.72228, 24.07991 -...\n", "2 POLYGON ((21.02004 40.84273, 20.99999 40.58000...\n", "3 POLYGON ((51.57952 24.24550, 51.75744 24.29407...\n", "4 MULTIPOLYGON (((-66.95992 -54.89681, -67.56244...\n", " ... \n", "172 MULTIPOLYGON (((167.84488 -16.46633, 167.51518...\n", "173 POLYGON ((52.00001 19.00000, 52.78218 17.34974...\n", "174 POLYGON ((19.89577 -24.76779, 20.16573 -24.917...\n", "175 POLYGON ((23.21505 -17.52312, 22.56248 -16.898...\n", "176 POLYGON ((29.43219 -22.09131, 28.79466 -21.639...\n", "Name: geometry, Length: 177, dtype: geometry" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "countries.geometry" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "geopandas.geoseries.GeoSeries" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(countries.geometry)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":1: UserWarning: Geometry is in a geographic CRS. Results from 'area' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n", "\n", " countries.geometry.area\n" ] }, { "data": { "text/plain": [ "0 63.593500\n", "1 103.599439\n", "2 3.185163\n", "3 7.095047\n", "4 278.923392\n", " ... \n", "172 0.631326\n", "173 38.475618\n", "174 112.718524\n", "175 62.789498\n", "176 32.280371\n", "Length: 177, dtype: float64" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "countries.geometry.area" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "**It's still a DataFrame**, so we have all the Pandas functionality available to use on the geospatial dataset, and to do data manipulations with the attributes and geometry information together.\n", "\n", "For example, we can calculate average population number over all countries (by accessing the 'pop_est' column, and calling the `mean` method on it):" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "41712369.84180791" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "countries['pop_est'].mean()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Or, we can use boolean filtering to select a subset of the dataframe based on a condition:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "deletable": true, "editable": true }, "outputs": [], "source": [ "africa = countries[countries['continent'] == 'Africa']" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "africa.plot();" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "
\n", "\n", "**REMEMBER:**
\n", "\n", "* A `GeoDataFrame` allows to perform typical tabular data analysis together with spatial operations\n", "* A `GeoDataFrame` (or *Feature Collection*) consists of:\n", " * **Geometries** or **features**: the spatial objects\n", " * **Attributes** or **properties**: columns with information about each spatial object\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Geometries: Points, Linestrings and Polygons\n", "\n", "Spatial **vector** data can consist of different types, and the 3 fundamental types are:\n", "\n", "![](../img/simple_features_3_text.svg)\n", "\n", "* **Point** data: represents a single point in space.\n", "* **Line** data (\"LineString\"): represents a sequence of points that form a line.\n", "* **Polygon** data: represents a filled area.\n", "\n", "And each of them can also be combined in multi-part geometries (See https://shapely.readthedocs.io/en/stable/manual.html#geometric-objects for extensive overview)." ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "For the example we have seen up to now, the individual geometry objects are Polygons:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "POLYGON ((21.0200403174764 40.84272695572588, 20.99998986174722 40.58000397395401, 20.67499677906363 40.43499990494303, 20.61500044117275 40.11000682225935, 20.15001590341052 39.62499766698397, 19.98000044117015 39.69499339452341, 19.96000166187321 39.91500580500605, 19.40608198413673 40.25077342382247, 19.31905887215714 40.72723012955356, 19.40354983895429 41.40956574153546, 19.54002729663711 41.71998607031276, 19.37176883309496 41.87754751237065, 19.37176816334725 41.8775506797835, 19.30448611825079 42.19574514420782, 19.73805138517963 42.68824738216557, 19.80161339689869 42.50009349219084, 20.07070000000004 42.58863000000008, 20.28375451018189 42.32025950781508, 20.52295000000004 42.21787000000006, 20.59024654668023 41.85540891928363, 20.59024743010491 41.85540416113361, 20.4631750830992 41.51508901627534, 20.60518191903736 41.08622630468523, 21.0200403174764 40.84272695572588))\n" ] } ], "source": [ "print(countries.geometry[2])" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Let's import some other datasets with different types of geometry objects.\n", "\n", "A dateset about cities in the world (adapted from http://www.naturalearthdata.com/downloads/110m-cultural-vectors/110m-populated-places/, zip file is available in the `/data` directory), consisting of Point data:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "deletable": true, "editable": true }, "outputs": [], "source": [ "cities = geopandas.read_file(\"zip://./data/ne_110m_populated_places.zip\")" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "POINT (12.45338654497177 41.90328217996012)\n" ] } ], "source": [ "print(cities.geometry[0])" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "And a dataset of rivers in the world (from http://www.naturalearthdata.com/downloads/50m-physical-vectors/50m-rivers-lake-centerlines/, zip file is available in the `/data` directory) where each river is a (multi-)line:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "deletable": true, "editable": true }, "outputs": [], "source": [ "rivers = geopandas.read_file(\"zip://./data/ne_50m_rivers_lake_centerlines.zip\")" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "LINESTRING (51.9371337598152 55.70106609892139, 51.88086646731369 55.68625891701544, 51.82031249962222 55.69745514553858, 51.7476018274624 55.69366250841807, 51.6628417966117 55.60817291874525, 51.57871093775964 55.59943268477065, 51.51342773400279 55.58312409100404, 51.50854492161091 55.52948639548083, 51.48583984403365 55.49640534033426, 51.36914062543957 55.46796295772435, 51.21306254869774 55.50264985760492, 51.13452148447897 55.48273346527725, 51.07934570274205 55.46759674659262, 50.98022460947817 55.46637604371949, 50.83445217522774 55.45630956063775, 50.6883789060617 55.42011139502489, 50.4118652342932 55.40119049644431, 50.07802734358711 55.38112213757665, 49.82216796867687 55.33466217681809, 49.53222656260584 55.260614325191, 49.38232421848795 55.17182037990665, 49.24808475131027 55.11301870345045)\n" ] } ], "source": [ "print(rivers.geometry[0])" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "### The `shapely` library\n", "\n", "The individual geometry objects are provided by the [`shapely`](https://shapely.readthedocs.io/en/stable/) library" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "shapely.geometry.polygon.Polygon" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(countries.geometry[0])" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "To construct one ourselves:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "deletable": true, "editable": true }, "outputs": [], "source": [ "from shapely.geometry import Point, Polygon, LineString" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "deletable": true, "editable": true }, "outputs": [], "source": [ "p = Point(0, 0)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "POINT (0 0)\n" ] } ], "source": [ "print(p)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "deletable": true, "editable": true }, "outputs": [], "source": [ "polygon = Polygon([(1, 1), (2,2), (2, 1)])" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "0.5" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "polygon.area" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "1.4142135623730951" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "polygon.distance(p)" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "
\n", "\n", "**REMEMBER**:
\n", "\n", "Single geometries are represented by `shapely` objects:\n", "\n", "* If you access a single geometry of a GeoDataFrame, you get a shapely geometry object\n", "* Those objects have similar functionality as geopandas objects (GeoDataFrame/GeoSeries). For example:\n", " * `single_shapely_object.distance(other_point)` -> distance between two points\n", " * `geodataframe.distance(other_point)` -> distance for each point in the geodataframe to the other point\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Plotting our different layers together" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "[(-20.0, 60.0), (-40.0, 40.0)]" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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zRWI+SZkxYwYGDRoEFxeXCtv60XA20waHATZcjULnP29h5L4HuBWZjJyC/2eSvhmZjKn/PMWu26/xKln8v3tFcHV1xZkzZ8rVVkNDA6NGjcLw4cPh4eEBTU3NcvWbPHkyzp8/j4MHD6JZs2YQCATQ0tJCZmZmBZRXnFevXsHa2lquGmQFGxRVA9Q3bEDeVxl3SU2tMGNpKYhEIvD5fNy8eROiKpqZtiSys7PRpEkTGBsb48aNGzA1NZW3JJav4PP5iI2NxaNHj/Dw4UMUFBSgefPmAIBDhw4hMzMT48aNq3Rdv/32G9zd3TF58mSJbQwcOBAvFyzApHXroKKujhwjo8LsxRJw+/ZtXLlyBYsWLZJYz4/MYA9LBM5sh7ld66OljSHuv07BkD3BGLQrCAJh4TMtMT0Pd6I+Yun5cPTZEojHb1MrTV/Pnj3x/Plzmfvx8vJCWFgYwsLCYGBggLlz5+LmzZsy9/s95BIUHTpUmGyUwyn8KuHrsiykmtG6orAZrb/DoUMQzZoF5t07fFBQQOasWbBbvPi7XR48eIBWrVqhbt26ePTokcSZfyuTf/75B7t378alS5fkLaXGkZSUhDVr1kBXVxcGBgYwNDSEgYFB0fe6uroQiURISEjAu3fvvjni4uLw9u1bJCYmonbt2oiLi8Nvv/0GBQUFrF27FmlpabC3t8eZM2fklsE5Li4ODRs2RFJSkmSlO0oo30CqqmB27hS7ZML06dNx69YtnD9/HgYGBuJrYSlGanYBJhx5jLvRKRjTygqzu/y/3l3gq48YuDMIAPB8USeoK1e4rGeZODo6QigU4sWLFzL3BQBpaWmYOnUqbGxssHr1arx+/Rq6pc0iyBhnZ2fs3bu3wpnqHzx4gPnz50NNTQ0ODg5wc3NDs2bNvn29lPC6hJoasGPHd1+XkmS0lv1/Dot08PEB578//pxhw9CSx0NZpXMbN26Me/fuoWHDhnj06BE8PDxkr7OCnDx5sljJCBbpceLECdy9exetWrXCq1ev8PHjRyQnJxd9zczMBMMwMDAwgJmZWbGjYcOGsLCwgIWFBUxNTfHgwQP4+PhAS0sLb9++xZ49e3Ds2DH07NlTriUtzM3Noaenh9DQUDg7O5e736dPn6CrqwtmzpziD14ATG5uYU0pMYOiFStWYO7cuXB1dcXx48erbqmPagLnixJDtbVUil1rZm2A6Z3q4Y9LL3HsQRxGtKgjUy3//PMPXrx4gejoaJn6+RIdHR3s2bMHQGGh7L1798qkPE1ZEJFYI0VPnz7FwoULoaKiAk1NTWhpaYHL5eLIkSN49+4d7OzsoKCggFu3biE9PR18Ph9cLhfdunXD1q1bC6fhS3hdIidHotdlWbBBUTXE1tYWkZGR5Wo7Z84cmJqaVouAKDc3FxcvXsSmTZvkLaVGcuXKFYwfPx4+pTxEBAIBiAiKiopl2lq7di0mT54MDQ0NnD59GiKRCJ07d8aoUaOkLVts2rZti2vXrokVFDk7O4OIEPf+PUqs7idBQV4ul4uVK1eiadOm6NatGxYvXoxffvmlxhY3ljWL/J7jbnQKlvR0wKCm31ad/9ndAmsvv8Ri/xc4F/IBWqqK0FThQl9dCU5mOjDRVoESlwMRAeZ6qjDW/n7x4e+hoqICIkJKSgrq1JFtAFYSEyZMwKBBgzB58mSZFTMujby8PPD5/DLrtwHA/v37MXLkSPB4PKioqCAvL6+of4sWLRAYGAgzM7NifQoKCvD3339jwYIFMDExQatWrXD97VupvS7LRNyV2bI82N1n5eP48ePUq1evMtstXLiQGIYpljG5qiISiWjv3r3VYptndYTP55OOjo5Utpy/evWK9PX1KTMzUwrKpM+xY8eoe/fuYvX5888/qX79+pSuqytR+ouyiIyMJEdHRxo8eDDl5VW9nVRVmRcf0mnI7iDi+frT9ONPv9v2WVwazTr1jAbtuk89Nt2hNmuuU4P5F4vVh/x8zD9TsUz/rVu3JkNDQ7mkWhCJRNSoUSMKCAiodN9ERM7OznTv3r3vthk3bhwxDEMzZ86U2E9AQADVq1eP3pS2A7uM1yXYLfk/BufOnaNOnTp9t82qVatKzIRalXj//j3t37+fBg8eTMbGxlSnTp1qEcBVRxISEkhDQ4N69+5NZ86cqVCOk4kTJ5Kvr68U1UmXjx8/kq6uLiUmJpa7T0FBAdWrV48e//77t4lSVVWlUg8sOzub2rdvTytWrKiwrZrMp6x8SkjPpX8evKWZJ0PIcmZhENN3y13KyRe/jpxQKKKoxEwKjP5IN18m0c2XSeS9/R7xfP0pLUfy10FmZiapqqp+t+6fLNm/fz+ZmJjQqFGjaM+ePRQeHl5pAdqUKVNo2bJlJV7Lz88nd3d34nK5dOLECan4e710KeVwOMVelwVKSvR25crv3jMbFP0gLF68+LtvStHR0QSgyhZUFQqFNHToUNLV1aU+ffrQ1q1bq341cTnw7NkzevTokdQyLaelpdHOnTupRYsWZGhoSJMmTaJHjx6JXTvMyMioytfT++WXX2jevHlltsvIyKD79+/T7t27qV27dtSwYUOZFkiNjo4mfX19eveu6iQirErsvPWqKAji+fqT7ZwA8j0RQqnZ0i14uu/uG+L5+lPd2efp93+e0sfMPBIKhbRr1y5q06YN9evXj2bNmkUHDx6kFy9elPrGe+zYMbklyBWJRPTw4UP666+/6OeffyZLS0vS1dWlLl260MqVK2WaMNXPz4/atWtX9LNQKKQrV67Q6NGjSU9Pj3R0dCgiIkK6Tg8epAITExICFKegQMOUlIhhGAJAqqqq1K5du28K40oSFLG7z6ohffr0wYABAzBgwIASr2dlZUFTUxMxMTHg8b6de5cnRIQpU6bg8ePHuHTpElRVJZ/Xr4kkJyfj0KFD2LdvH1JTU6GlpYXo6GjweDw4OjrC3d0dv//+e4XXpURHR+PAgQM4cOAAtLS0MHToUPj4+JQrt9CoUaNgZmaGhQsXVkiDLImKikKzZs0QExMDdXX1Ets8f/4czs7OcHJygoODAxwcHNC8eXOZ58WaM2cO3r59i7///lumfqob6Tl8uC79F02t9OFZzxDO5jpwtdAFhyP9NVgCoQjH74bjbFAkgj9ygawkvN87CSTgw8XFBTk5OUhOTkZGRgby8/NBVLjWTl1dHY6OjvD394eWlhaAwjVsoaGhSExMrPT1PV8THx+Pe/fu4ejRowgLC8M///yDBg0aSN1PRkYGjI2N0bJlS4SEhBTdu4mJCZo1a4Y9e/aUa82RNHjz5g2uXbuGadOmQUlJCUFBQUXrvCTZfSb30aEvD3akqHzweDx6+fJlqdeFQiFpaGiQl5cXnTp1il6+fEkCgfjDzrJg5cqV1KBBA/kUOZXBCEB2djZt376d+vXrR71796aePXtS9+7dqVu3btSlSxfq3Lkz+fj4UHh4eKk2CgoK6Ny5c9S7d2/S1tamQYMG0dWrV4s+nebn59PblSspy8CAhACJLCyKtOfl5dGBAwfo4UPJ6kIJhUK6fv06DRs2jHR0dMjLy4vWrFlDd+7coZycnBL7PHv2jGrVqiWRv8qkT58+9Ndff5V6vaCggExNTSkkJKQSVRVOu5iamkpclqSmkpSRRzxff5pw+LHYo5dfkp+fT2vXrqUWLVpQq1atqGPHjtSzZ0/y9PQkKysr0tDQKBphUFFRITXbZsTz9afxfxwodUQoMTGRAgICaNWqVVS7dm1SU1Oj8+fP09y5c8nExKSobEdV4fMaTQMDA9q+fXuFfp8lkZWVRSoqKuTi4kJTpkypEqWksrOzqWHDhsTlcun48eNExI4U/RB8+vQJxsbGOHbsGIKDg/H48WPY2NigQ4cO8PT0REJCAkaOHImsrCy0aNECMTExCAsLQ2JiIurVqwcHBweMGDECbdu2rXTt+/fvx4IFC3D37t3KT8ooYZ6L0njz5g22bNmCvXv3onnz5vjpp5+gqqoKDocDhmHA4XCKjtDQUPzxxx8YMmQIfHx8kJycjMTERCQmJuLixYt4/vw5rK2tMXz4cPTv3x/a2tplaidVVZzy8sKEwEDo6+vD3NwcFy5ckPS3A6Awcaafnx/u3r2L+/fv48WLF2jTpg0WLFiAxo0bF7Xbv38//vnnH5w/f75C/mRNUFAQBgwYgOjoaHC5JW+0Xbp0KeLi4rB9+/ZK1Xbo0CGsW7cOwcHBUFBQqFTfVZnRBx7i3xeJGGVTgBFeTWBiYlKufnl5edi8eTP27NmD8PBwqKiooFGjRlBUVEReXh7y8/OhqqqK+vXrw8XFBS1atICTkxP+/PNPTJ/hiwHrziP0E+HomKZwMNH+ri+RSISffvoJJ0+ehJaWFrp16wZjY2P89ddfSEtLq7QRkvIQERGBAQMGwM7ODtu3b4eOjo7EtlJSUhAaGoqwsDBcu3YNfD4ffn5+0hMrJX799Vds3boVv/76KzZt2sSOFNV0Xr58SbVr16ZOnTrRggUL6MyZM7Rq1Spq164dqaurk66uLm3YsOGbkaHMzEwKDg6mDRs2kKmpaaXvgDl//jzVqlXruyMmsiI/P5/4pqZU0u6FjxoaNHDgQOrevTt5enqSq6sr1atXj0xMTEhTU5OUlJSoVatW9Mcff1B4eDhduXKFevToQfr6+jRt2jR69epVuTQkJCTQqFGjqEGDBtSuXTvy8fEhLy8vYhim7PU5PF6J2pM1NCgsLIwWLlxI7u7uFf9FfUVOTg5t2bKFzMzMqGvXrvTgwQMiIvLw8KAzZ85I3Z8saN26NQ0bNqzUOmwJCQmko6NDnz59qlRdIpGImjVrRjt37qxUv9JCJBLR/v376dixY5SSklLufoGBgdSkSROKjIwsOicUCunMmTPUt29fMjbjkfGwDaTT4mcCQDwejxYtWlTiurrc3Fxas2YN1a9fnxiGITU1NercuTNdvXq1XFpu375NHA6HVq9eTS8TMqjOTH9ymH+Rph9/Wq4F2F+vX9HT06OBAweWy3dlkpOTQ+PHjyclJSUyNTWl5s2b08CBA2n27Nm0Y8cOunz5Mr18+bLod5yZmUlBQUG0e/dumjx5MrVv355q165N2tra1Lx5c/rll19o48aN9P79eznfWekcP36cuFwuO1L0o5OTk4OcnJwys+d6eXmhd+/eGDNmTLlt//vvv9i4cSOEQiEUFRW/OQBAKBRCKBRCIBAUff/5uH//Ps6dO4emTZtW6B5LIjs7G0FBQYiLi8O7d+/w/v17vH//vuj7T58+IY/PL7GmDQE4fPAgNDU1oaGhAU1NzWKHgoICbt68CT8/P/j7+0NHRwcTJ06Ej49PqWtVykuzZs2Qn5+PR48efb8hh1MYBn0Nw2Dp4sU4dOgQrl27BmNj4wrpKY38/Hzs2rULK1asgJ2dHcLDwxEbG1vq6EtV4tOnT1i2bBn27duHCRMm4Pfff/+m7pSPjw/c3NwwZcqUStX2+PFjdO7cGd27d4dAIACfz4dAICj2fdu2bTFx4kSoqKiUaS87OxujRo1CdnY2VFRUih2qqqrQ0NDAyJEjyz36UhoFBQUYM2YMQkJCYGpqilu3bqFBgwbo3LkzOnfuDGdnZ8TFxSE6OhrR0dHQ0dHBoEGDABSWYtm4cSMYhkHLli3x5s0bxMXFQUFBAdbW1ujQoQM+1O2Fp4n58HHSQfjJ9bhw4QKys7NL1KKmpoZWrVrB19cXnp6e5b6Hd+/ewdbWFp06dcLp06cBFGbFnn78Gd6n5UJTmYtnCzuKtXbvwIEDGD58OBITE6tkBnOBQIAPHz4gJiYGsbGxiImJKTpiY2MRFxcHTU1N5OTkwM7ODo6OjmjQoEHRYWZmVq1ybL169Qp169YVe6SIDYp+QO7evYvBgwcjMjKyzDe2qKgoTJs2Dc+fP8f8+fOhr68PPp//zQEACgoKRQeXyy32s62tLerXr/9dX+KQlpYGf39/nDx5ElevXoWTkxMsLS1hZmYGU1PTokzMpqamqFWrFhSsrYHY2G8N8XhATIzUdJWXvLw8qKur4/Tp0+jRo8f3G1talqg9TVsbHsbGMg2IviQvLw+7du2CgYEBvL29Ze5PmsTExGDevHn4999/MXfuXIwZM6ao7M29e/eKXg+VvVD20qVLePfuHbhcLhQVFcHlcou+B4Ddu3cjJCQEq1atQv/+/b/7prR06VIEBQVh9OjRRUnyvjzevn2Lf/75B+vWrYOPj49Eb3CfPn1Cnz59oKuri4MHD0JdXR15eXm4c+cOLl68iIsXLyIiIgLm5ubQ19fHo0ePMH/+/KL6b3369MGrV68wY8YMrFq1Cm5ubhgxYgRatGjxfx/ZBZhy7CluRibj9ow2MNdTQ1paGgAUm5bmcDjlCha/JCwsDGPHjkVgYCCcnJzw+PHjYn/zwOiPGLirsFzI9d89UcdAvA8+5ubmcHBwwMWLF8XqVxUQCoX4+PEjDAwMasyULrvQmqXctG7dmjZt2lTq9ezsbJo2bRrp6+vTqlWrqkTCuZSUFNqxYwd16tSJNDU1qXv37rRv377yDd8fPPhN/hlSU5PqdmtxOHr0KCkqKpavcQna+crKNNnIiD58+CBboTWMJ0+eUKdOnUhDQ4N0dHRIXV2dlJSUiMPhUFRUlLzllci1a9fIxcWFPDw8Sk2Yl5iYSPr6+mWmtnj06BE1aNCAevXqJXYiz8jISLKxsaHff//9u7lhBAIBpaamkqurK02ZMqXYIt8mTZpQhw4dyvQ193QoOcy/SOm5kucR+hoPDw9iGIYcHBzoypUrJbbJzOMXJYq0nnWe9tx5LZaPgIAAYhiGTTFSRQCbp4ilvDx//pxMTU1p27Zt31zLzs6mtm3bUp8+fUpdi1GZiEQiOnz4MBkZGVG/fv3o6NGjlJGRIb4hGeafEZfPuaTKnWztK+3XR42SfdK4KvT7kjbJycmUkpJCGRkZlJubW2V2Z5aGQCCgvXv3kqmpKXl7e1NQUBCdOnWKFi1aRP379ycej0dTpkwpl628vDyaNWsW1apVi/7555+i89nZ2RQbG0uPHz+my5cv05EjR2jTpk20cOFCmjhxItWqVavE50VJTJ8+nVq3bl0sIIqNjSU1NTUaO3bsd/tGJWZSw0WXaMLhR+XyVV44HE7RrqSyiE/LpZH7gslypj89ihVvvZmdnZ1M1vixiI8kQRE7ffYD8+rVK3To0AGDBg2Cj48PrK2twefz0aNHDxgZGeHAgQNyH0ZNTEzEuHHj8PLlS+zbt6/YLqjqjoKCAu7fvy/RPe3YsQMPHz7Ejh07ZKAMUt+txyIdsrOzsWbNGhw+fBg2NjZF6z4cHR3h4OAg1us1KCgIQ4cORXp6etH0lL6+PgwMDKCvr1/sewMDAzRt2hRNmjQpl+0PHz6gcePG2LVrF7y8vHD16lV06dIF9erVQ3Bw8HenvXxPPMOxh3E4Oa4ZXHnSqwKvqamJVatWYfz48eVqn50vQKvV19GIp4udQ8o/A/Pw4UO4u7sjODgYbm7izdywSBd2+oxFbN69e0f9+vUjKysrUlVVJWNjY/r555+Jz+fLTVNubi6FhITQ1q1bycjIiGbNmiW1rM5VCR0dHYlLPuzYsYPatGkju99LKTveKloDjKVqkZeXR7GxsZSdnS1123fu3CEjIyOaMWMGcTgc8vb2Lle/my+TyHZOANWfd4EmHn5May9F0PTjT8l7+z0avjeYZp58Rn/fi6FXSZli5d/h8Xj0yy+/iHUPM08+owYLLorVh4ioWbNmpKysTBMnTqx6z64aPAL8NZBgpKjqbx9hkSlZWVlwcnKCi4sLCgoKkJaWBmNjY4SFhcHFxUXm/sPCwvD06VO8ePGi6Hj79i2srKzg4OAAf3//GjU69CVmZmYIDg6WqK+3tzeuXLmCJk2a4OjRo1JdxA6g9OrTsqhKXQUhomq100ZSlJWVYWFhIRPbzZs3x5AhQ/DHH39g5cqVmDFjRrn6tbI1xMXJrbDlejRuRiYjOTMf0clZsNBTQ3o6H0/epuJIcOH/oamOKoZ48DDYgwc1pe+/nZmamiIqKkqse4hNyYaKovij5bdv38bixYuxfv16bN26Ff3798emTZugp6cnti2p8vUIcGxs4c8AOwL8H+z02Q8MEaFFixawtbWFiYkJiAgikQj5+fk4dOgQZsyYgalTp8pkR050dDSmTp2KJ0+eoHnz5rC3ty866tatW7QzqCbz008/ITQ0FOHh4RL1JyKsX78e+/fvR0hIiHTFlbLjTV679SqTBw8ewN3dHfPnz8esWbPE3uFUk4mKisLx48dx9uxZ7Nq1C46OjqW2FQqFcHd3x2+//YYhQ4ZI7JMvEEGR+/9nEBEhJiUH916lwC/kA+69ToFXg9rY4tPou4HsoEGDEBwcjMjIyHL5zcoXwHnRZbSvb4TtgyWfBtu6dSsWLlyI9PR05OXlSWxHKvxgr2t2+oxFLC5dukT169cvcZHpmzdvqFmzZtShQ4dSdziJRCKxp9kyMjJoxowZpK+vTytXrqwSu9rkxZo1a0hLS6tCNi5dulSsMKPUqGK79SoTHx8fmjx5MvXu3ZtsbW3p2rVrRdcKCgooISGBnj9/Tk+ePKH4+Pgqv0hbbL6aXolfu5aWL19ODRs2JACkqalJW7ZsKXOTwM6dO6l58+ZSLzHxNRuuRBLP15+m/fP0u7vV3NzcqFWrVuW2G/Mxi3i+/rT7tng70EqCz+cTAEpMTKywrQrBMCVPizOMfHXJCLC7z1jKi0gkIg8PDzpy5Eipbfh8Pi1cuJBq1apFw4YNox49elDz5s3Jzs6ODA0NicvlkrKyMrm5udGECRPo4MGDFBUVVeJDUCgU0t69e8nY2JiGDRvGbiUnotGjR5OxsXGFbGzcuJHGjRsnJUVf8QOtPfhMfHw8qaurF+26PHPmDJmbmxOPxyMtLS3icrlkaGhIdnZ25OjoWPQ6MDY2pkaNGtGWLVtIJBLRmzdvKCAgoPy7C6sAM2bMoOHKypT91RtmNkCzLS0JAHXr1o3evn1bLnvu7u508aL463HERSQS0dpLEVRnpj95LL9C9159LLGdoqIiHRTjf5gvEFKzFVep85+3KJ9f8b+jkpISnT17tsJ2KsQPtlZQkqCIXVP0g3L58mWkpaWhf//+pbbhcrlYsGABunTpgmfPnhXtSPl86OnpQSAQ4PHjx7h//z7Onj2LWbNmIScnB02bNkX9+vWhoqKC7OxsXLt2DSoqKjhz5gzc3d0r8U6rLpcvX65wDbqXL1/C1tZWSoq+wsfnh1tnkJiYCAsLC9SpUwfm5uawt7dHnz59oKOjgxYtWqBp06bQ0NAo1ofP5yMxMRHr1q3D4sWLsXjxYmRlZUEoFCIlJQWqqqpyupvvk5ubi+TkZHz8+BGXL1/GX3/9hUQ1Najl5xdrpwZgTEwMGhw+DG9v73KvtTI0NKyU6SKGYTC1Yz00r2uAATvuw3vHfewf4Y7WtoZFbQICAiASifDzzz+X2y5XgYP53e3xy9+PsNDvOZb3Ln2qsDxoamriyZMnZSdrlSXLlpW8q3TZMvlpqmKwQdEPSEFBAaZOnYqlS5eWawtv48aNS13srKioiObNm6N58+ZF5z58+ICgoCBERkaioKAA9+7dw7NnzxAfH49atWpJ7T6qMwKBAG/fvsW4ceMqZCcyMhJeXl5SUsXi7OyMFy9egM/nIzo6utgGgDNnziAyMhL9+vXDgQMHABSOtBcUFIDD4cDT0xN8Ph/29vZ4/PgxAFTZgCgnJwf6+vrQ1taGiYkJoqOjkZeXB41SghhzoKjYcXnh8Xh4W4kL85tY6eP+rHbosO4mtlyPRlMrPShzC59vmzZtQv369cVeH9nJoTbGtLLCjluv0c/VDI0sJEsRcOPGDWRmZuLTp08S9Zcanz/kzJlTuGnCwqIwIPrBPvx8F3GHlmR5sNNnlcOSJUuoW7duMp/r/xILCwux5vNrOvv37yclJaUK27G0tKyymZhrIleuXCE1NTWytrYmfX194nK5pKqqSrVr1yY7Oztq0qQJderUiby9vat8VuNhw4bRjBkzin5OT08nkYVFidMrbwDav3+/WPZXrVpF06ZNk7bsMtl9+zXxfP1pqf/zonOampq0dOlSieyFvksjnq8/7bxVvuLPXyIUCmn48OHEMAz17NlTrqlOfkTATp+xlEVkZCQ2bNiAR48eVeqW46NHj6J58+a4d+8ePDw8Ks1vVeXvv/9GgwYNJO4vEAgwe/ZscDgcWFpaSk8Yy3dp3bo17ty5A01NTWhra0NbW7va7pRctmwZHB0d0adPH7i7u0NLSwtYvhw0ejSY3NyidgWKitD580+xd5BZWFhAHruJR7SogxfxGdh15w2UuBx0MBYgMzMTEydOlMieXW1NGGur4FzIBwxvXgcKnPI/N62srJCYmIiTJ0+id+/eEvlnqVzYoOgHgojwyy+/YO7cuTLLTVIaHh4eaNWqFQYMGFCpQ+pVkbt37+LGjRtYtWqVRP0TExPh7e0NJSUlBAUFVYtq9TUFLpeLhg0byluGVDAxMcHatWsxYMAACAQCdOjQASoqKhAwDJapqsIwLw8wN4fS8uVQkmB6JScnBydOnICmpiZ0dHTQvn177N27VwZ38i1LezUAEbD5+iucyn0DMzOzwqAPgEhEiE7OAodhYG2oXuaHQ64CBzO97PDb0ac48+Q9+rqalUvDtWvXEBcXh9TU1CLfLFUfNk/RD8TevXuxZcsW3L9/Xy7lOz5+/AgjIyM8ffoUTk5Ole6/KnDu3Dn06dMHPXr0wKlTp8TuHxgYiAEDBmD48OFYsGCB3MuwsFR/iAjR0dH4999/kZ6ejsGDB8PMrHxv/KWRlZUFZ2dnjBo1Cjo6OggNDcW2bdvw7NmzCo2QisvYAw8QEPwCFko5MLZ1BgMGcak5iE8vXDvVytYQOwa7QiAiaCiX/uGCiND5z9tQUeTg7IQW5fLdr18/PHv2rNx5kVikjyR5itig6Efg0CEIZ84E8+4dBMbGUPrjD7ktrFNTU8OOHTswaNAgufiXJ3v37sWoUaMwZswYbN26Vez+jx8/RseOHbFv3z5069ZNBgpZWKTDmDFjIBAIsGfPnqJztra2qFOnDi5duiRz/2lpaRg/fjxOXw+GbtO+UKrXCna1NaHE5cBYWwXt7GohOSsff1x6WdRng7cLerqYlmrzzyuR2HA1CqELO303gPqMgYEBhg8fjj/++EMq98QiPpIERey4e03n0CHQmDFQ+G8LplJ8vFzTuqurq/+Qn5xWr16NmTNnYu7cuVi8eLFENnR0dKCgoIDOnTtLWR0LixQ4dAiYMwf09i3mczjQ27at6JJIJEKtWrVw584dmUpISEjAmDFjcP78eRgYGGDDkiUYM2YMsvIFJQYyJjoqWOIfjk/ZBXgQ8+m7QVEzawP8eSUKKwLC0aeRGWxraUBTRbHEtklJSUhJSZF4HROL/JB+/QaWKkXetGlgvsxJARTmqJgzRy56dHV1EVtSmvkazsKFCzFt2jSJAyKgcNEmj8fDjRs3pCeMhUUafK6pFRsLhghmQiHUfvsNOHQI4eHhMDU1xaNHj3DkyBGZuH/z5g3atm0LExMTPHnyBIcPH0ZiYiLG/PcBsLSRnd4NzfB4XgdY6qvhxKN3uBv9sVQfjS118bO7OQ4FvUXfrYFotORfLPZ7gZJmWzZu3AgdHZ1KX7vJUnHYoKimcegQYGkJ4nCQrK4OpcTEktvJabGzsbHxDzlSpKamBk1NzQrbGTBgAA4dOoScnByIRCIpKGNhkQJz5hRPCAgAOTnIGT0aavb2eJ+QgCwDA/TIzJSq27CwMDRt2hTW1taIi4vD+fPnERcXhwEDBohlZ/8IdzBg4LMrCJOOPCmxDcMwWNHHCXdntsXuoW5oUkcfe+6+wYf0b3M7CYVC5Obmyj8vEYvYsEFRTeLQIdDo0UWf1gxzckrfWSGnTzA+Pj548qTkh05NxsDAAC9fviy7YRl4e3vj2rVrMDAwAJfLhaqqqsw+fbOwlJtSPmSp5uaCh8I3Gk5cXOFo0qFDFXZ3//59ODs7w8nJCdnZ2bh9+zaioqIkTmTK01fHlkGNYKChjHMhH5BbICy1ramOKto9vgLrgBMAAH1Xp2/uaenSpTAyMoKnp6dEeljkBxsU1RBiYmLwady4YvlFAIAhAr4OjOSY1n3EiBHg8/m4cOGCXPzLCxMTE6lMG5qamiI2NhY5OTkQCoW4fPkyZs2ahfyvSjOwsFQqX33I2uPaAw9M7fHNR7IKTt3/+++/sLW1RbNmzaCsrIwnT54gNDS0WEZ9SWlTzwh/9HMCwwD9twdi/b+RuBqeiOTMr15bhw6hYOw4nLZwg/OHSCi9fvVNsMfhcHDz5k28ePECCxcurLA2lsqDDYqqOSEhIfDx8YGrqyt0SxuaJgJ4vMLgiMcDduyQ2+4zLpcLe3t7bNiwQS7+5YWlpSXi4+OlapNhGLRs2RIODg7YuXOnVG2zsIiDYNEifJ48O1e/FRa3H4PjTu1LbizB1P3Ro0fB4/HQqVMnmJiYICoqCsHBwXB2dpZcdAm0sTPCjsFuSEjPx4arURi5/yEaL7uC1n9cx6qLEUjP4QNz5qCgQIAMFQ14vn4IDqjEYK9OnTpYv349lixZgrCwMKnqZJEdbFBUTXn06BG8vLzg5eUFZ2dnvH79GgyPV3JjHg+IiQFEosKvcq5zM2TIEJnvQqlqtG3bFm/evMHq1aulbnvJkiVYsmQJ/v777/IX4Pxv7Rk4nMKvUpjSYPlxOcbl4k97ewhMTbGjcW9YJcdg6sVNJTcWY+r+6dOnsLOzw88//4zMzEy8e/cON27cgLW1tZSUf0sH+1q4P6stHs/rgE0DG2JOl/qoY6CO7TdfocfmOwgWaUC9IBeN455jU7MBeGRiV9ixhGBv4sSJ8PDwQNu2bdk1gNUFceuCyPJga5+Vj6CgIDI0NKRt27ZRXl7e/y8cPEikpla8bpGaWuH5KkR2djYxDEOBgYHyllKprFmzhjgcDrVo0YJyc3OlajsgIIA6dOhAurq61KdPH7p69SoVFBSU3Lia/J+wVA8EAgHZ2NhQ27Ztybq+E/F8/cmyyy80UV9f4v+zxMRE8vT0JIZhqHHjxrR69WpSVFQkoVBYCXdUMjdeJlHd2eeJ5+tPvp0n0hud2tR4/H7yHL2d3msaEPF4JfbLzs4mdXV16tOnT+UKZpGo9pncA6EvDzYoKpvQ0FCqVasW+fn5ldzg4MHCFyfDFH6tom90devW/SEfEqGhoaSnp0daWloUHBwsdfvNmzcnU1NTaty4Meno6NBPP/1Ef//9N338+PH/jXi8Eot+lvZQZ2H5Hhs2bCBtbW2ysLAgS8fGxPP1p77TVpGpqanYz6P8/HwaNmwYcTgcsrCwoFu3bhFRYWFVBQUFOnHihOxv6DskZeTR4tUniOfrTxdsPeieeQNymPwP2U85TqvWnKCw92kl9rt69SoxDEMtW7aksLCwSlb948IGRTWcV69ekampKR06dEjeUirMggULSFlZ+Yd8QPD5fOrQoQNxOBxauHChVG07OTlR7969iYjow4cPtGvXLurZsydpampSixYtaMWKFSQqKSACSMQwcv0kLg34fD49e/aM9u7dS7/++iuNGjWK1qxZQ35+fhQVFcVWKZcy6enpZGRkRKGhoURE9Coxk/puuUvthkwlY2NjsWwtX76cVFRUSEtLi3bv3v3N9UaNGlHr1q2lIbtC8AVC6jj/LLX8dS8JOAr0xsGNxi8/RTxff+L5+tOc088o9mP2N/2uXLlC9vb2xDAM1a9fny5evCgH9T8WbFBUg/nw4QNZWVnRli1b5C1FKvD5fGrRogUpKCjQmTNn5C1HLmzcuJEYhqGrV69KzSaPx6OxY8d+cz43N5cCAgJowoQJlKKpWWJQFKegQNra2uTl5UV79+6ltLSSP/VWRW7dukUtW7YkdXV1srW1pYEDB9LatWtp8+bNNGnSJOrUqRPxeDxSVlYme3t76t27N82aNYv27dtHCQkJ8pZfbTl58iR16tSp6OcHb1KozbLzpGzhRC4uLhQdHV2mjRMnTpC+vj4pKirSjBkzSg3Mt27dSsrKylLTXhG23Ygmnq8/pWTlF517lZRJ3f66TTxff+q0/iZ9SMspuhYen067br+m0HdpFBYWRq1atSKGYcjY2Ji2bdsmj1v4IZAkKGJrn1UTGjdujN69e2P27NnyliJVdHV14eXlhcOHD8tbilzQ0NDAypUrMWHCBKnYMzQ0xMSJEzF//vzSG33OPvxlsj01NWDHDiR16IBr167h2LFjuHbtGtq0aQNvb290794d6urqUtEoTbKzszF79mycOHECa9euhZeXF7S1tUttn5OTg6ioKLx8+RIRERF48uQJoqOjERQUBDU1tUpUXjMYP348rKyskJeXh/j4eLQePAUzzrxEzsnZUMlPRVxcHIyNjTFo0CDMnTu3WLX4p0+fYsCAAYiKikKfPn2wb98+aGholOpLIBBAWVkZ58+fl3upm6X+L7D/Xgwil3p9kwvOL+QDpv7zFAIRwdpQA4Yayrj/OgWf32ltjDTgZqmLljx17Fs1C6dPn4aqqirGjRuHZcuWgctlq29JC0lqn8l9dOjLgx0pKpk3b95QrVq1SCQSyVuKVAkICCCGYSgxMVHeUuSGl5cXcTgcmjVrVoVt5ebmkrKyMu3atavsxuVY65Gamkr79u2jzp07k5aWFg0YMIBOnz4t9UXiknLjxg2ysrKiQYMGUUpKikQ2RCIRDRw4kEaNGiVldTWc//5/hADlGxvTEAUFUldXJ82GXsTz9aergQ+JiCg2NpaGDRtGOjo6RdNGf/75Z9Eiand3d4qJiSm3W0dHR+rYsaOs7qrcHH8YRzxff7r36mOJ12M+ZtFfVyJp5L4H5LTwItnMPk9P36bSzluvaMjuIGqw4CLxfP3p7NP3lJ+fT1OmTCFlZWVq3759Jd9JzQbs9FnNZO/evTRgwAB5y6gQycnJdObMGZo3bx716dOHXFxcSEVFpUqsEZA3GzduJC6XS5aWluWabiiJzZs3k4qKCunq6sokyExKSqJt27aRp6cn6ejoyH3If/r06WRqakrnzp2rsK2MjAyytbWldevW0Z07dygoKKj4rk6W4pSwezELIMGBA+Q9cz3xfP0pevfhb4LuwMBA6tSpE6moqBCPx6Pbt2+L7Xrt2rWkoqIi9VsSl5x8ATnMv0gzTz4rs61fyHvi+frTuafvi84lZuQSz9ef1l1+WXTu/v37xDAMnTp1Siaaf0TYoKiGMnToUNq6dau8ZYjFX3/9RZaWlqShoUEcDocAkJKSEhkaGlKDBg2oW7duNGPGDMrMzJS31CpBYmIiOTs7E4fDEWuNVXJyMtWtW5c4HA5NmjSpUhZKP3/+nPT19YvvaKtETp06RfXq1aNPnz5JzWZISAi1adOGPDw8yMnJierUqUNHjhwhgUAgNR81htJ2LwK0rs0Q4vn6U7J+7eLXpJTyYfr06UXPEltbWxo+fDgFBATIZYNA3y13qdtft8scwc8tEFC9uQE0/fjTonPvUnOI5+tPXTbcosSM/4+8Dh48mNTU1KrMaGx1R5KgiF1TVMXJy8sDj8dDYGCgTBOWSZNBgwbh8OHD8Pb2RrNmzdC0aVO4uLiwc+XloHHjxlBTU8PNmzfLbJuVlQUrKyuoqKjg/v37MDExqQSFhYwbNw5aWlpYtWpVpfkEgIyMDDg4OODQoUNo1aqVzPxcv34dM2fOxNOnT2FqagoLCwvweLyiw97eHh4eHjLzX6XhcApDnRJY3HYUjjl1xPM/f/r24ucksmLw5s0b7Ny5EwEBAXj58iX4fD62bNkCbW1tnDx5EsHBwXj37h1EIhFq1aoFFxcX9OrVCyNHjpT582bf3TdY6PcCf490R0sbw1LbCYQi2My9gL6NzLCm//8zcJ96/A5zTofByUwby/s4wtpQAyKRCIaGhnBzc8OlS5dkqv9HgF1TVAPZu3dvsd0dVZns7GxycXEhJSUlunz5srzlVEsWLlxIurq6ZbZLTU0lc3Nzql27NmVnf7v9V9bExcWRnp4excfHV6rfX3/9lUaPHl1p/vLy8igqKoquXLlCu3fvpvnz59PQoUPJ2NiYTp48WWk6qhTfGSla23wg8Xz9KUtR5dvrDFOm6ffv39PChQvJzc2NVFVVCQDp6elRx44dadeuXaWOoAQHB9PkyZPJxcWFlJWVSUVFhSZMmED5+fkltpcGeXzBN1NgpeGz8z5ZzzpfbFSIiGh/4Bvi+fqT9azz9Do5i4iI7ty5QwzD/LC7cqUJ2OmzmoVIJCIXFxcKCAiQt5QSiY6OpubNm5OJiQkpKysTADI0NBRr4SRLcV6/fk0ASg10hEIh/f7778TlcsnMzIxSU1MrV+AXTJ48mSZNmlSpPnk8Hj158qRSfZbE/fv3ycjIiF6/fk25ubmUmZlJaWlplJKSQklJSfThwweKi4ujmJgYuQStsiRvzx7KLiUoGtR/EXkPWEaCwlLUxY8SkoMmJyfTqlWrqFmzZqShoUEASFtbmzw9PWnjxo2Unp4utj6hUEgLFy4kTU1NUlRUpKFDh8psmr75yqvUds31YtvvS+LJ29TChI+hH765dvNlEvF8/WnemdCic15eXsRjk6lWGDYoqmHcunWLbG1tq2xCvc8JGCdPnkzHjx+XeAcQS3GUlZVp//7935w/evQoaWtrk4qKCq1Zs0YOyoqTkJBAenp69Pbt20rzOXLkSFq/fn2l+fseDRo0IACkrKxMampqpKmpSbq6umRgYEC1atUiExMTMjc3Jw0NDerQoQOtXbuWnj9/LtVdpOHh4bRp0yaaO3cuDR09jrp27Uqurq5kampKTk5ONHjwYPrjjz/o8uXLFBweS9fCK74I/+nTp/QzQAIzs2KJQHMVFKnu76dpaZsRhaNC31lTtG3bNtLW1iYApKGhQc2bN6fVq1dL9RkiFArpzz//JD09PVJQUKC+fftK/Rl1NyqZ7OddoEaLL9NS/+d0OCi2xAApM49PdWb609pLESXaWXA2jHi+/nTmyTsiImrVqhV5eHhIVeuPCBsU1TD69u1LGzdulLeMUhk/fjyZm5vLW0aNw97ennr16lXsXNeuXYnD4dDAgQOr1CLMWbNmkYeHB23YsIGCg4NlOl1BRHT69Glq166dTH2Uh/Xr1xOHw6HHjx+X2TY9PZ1Onz5Nv/zyC/F4PDIzM6NRo0bRiRMnKCMjQyL/n9/wDQwMaPTo0TR63jqymXmONh46S8HBwRQbG0sPHjygXbt20aRJk6hVa08yHbqeGsw7Txm5pdTEKwd8Pp86d+5Mv/zyC4lEIjrz00+U9V/g88zIini+/uTn1I5o3Ljvpnw4fvw4Aai0kcZ9+/aRsbExcTgc6tSpE8XFxUnNdlRiBvXdcpds5wQQz9efbOYE0NzToXTv1UcSCv8fAA/YHkjuy/6lj5nf7mzM5wup56Y71GTZFeILhKSnp0dz586VmsYfFTYoqkHExMSQnp6exA/NyuDnn38mOzs7ecuocYwdO7awbtQXuLu7V8n0Bbm5ubR3714aM2YMOTk5kbq6OjVv3pymTZtGZ8+epaysLKn6y8zMJA0NDblm237x4gVxOBxasmSJ2H1FIhGFh4fTn3/+SR07diQNDQ3q1KkTbd68udwjbuHh4dSpUydq0qQJRUVFERHRp6x8sp0TQCP3BVOBoPjI8sOYFOqz5S7xfP2pyU+/EhHRjBkzyKXnKJq0+E8KDQ0t1+hVfHw8ubm5UZMmTYrKpURERNCe9u0p39iY7pk3oL4/LaE3u8tXhmjXrl3EMAwtX768XO2lwalTp4jH4xHDMNSqVSspj0yJ6GVCBo3c94Ds5l0gj+VXqMuGW7Ts/As68TCObkQkkc2cAGq39gZl539bbub043fE8/WnJ7EpBOCHLIEkbdigqAZx+fJlatmypbxlfBcvLy9yc3OTt4wax+3bt4nD4RSbNl20aBHp6OjIUVX5yMjIoCtXrtDSpUupTZs2pKmpSV27dqXt27fT+/fvyzZQDjp37kz//POPVGxJgrW1NUnrWZWenk7Hjx+nwYMHk76+Prm4uND8+fPpyZMnxQIVPp9fNEpmZGREy5Yto4KC4iM+y86/IJ6vP43e/6Co77XwRKo7+zw1WnyZtt+Iorp169KUKVOoTp061GCuP7WauoV4PB5ZWlrSxIkT6fTp03T37l2KiIig5ORkEggElJKSQjNnziRdXV1iGIaaNm1a4r2EhIQQU47F1F+yefNmYhim0qeDr169SqampqSiokJnz56Vun2RSEQH7r2hHpvukM1/I0iWM/2LyoBceZFAfIGQkjLyKCE9l5Iz8+jAf4uuV+09TVwulxITE6vUqHB1RJKgiN2SX0VJSkqCra0tUlNTv0kjXxX49OkT3N3dYWlpiStXrshbTo1CJBJBUVER//77L9q2bQugcGuylZUVhEIhOByOnBWWn7S0NFy8eBHnzp3DxYsXYW1tjR49eqBHjx5wcnIS+3+bz+eje/fuaNGiBebOnSsj1d/H3d0dXC4XgYGBUrUrEAgQGBiIc+fO4eTJk1BWVoa3tzeUlZWxbds2mJqa4tdff0W/fv2grKxcoo21l19i47Vo3J7RBpoqXLRcfR0Wemo4PLoptFUV8c8//+Dnn3/GrVu34HsnH+519LC2vzPCwsJw7tw5BAYG4uPHj0hJScGnT5+QkZEBJSUlDBo0CPPmzcPDhw/Rv39/5OTkQElJqZjvadOm4cCBA0hOThbrvjds2IApU6Zgw4YNmDhxosS/P3ERiUQYMWIEDhw4gIEDB+LAgQMyeW0JRYSIhAycfxaPfXdjkMMXol5tDbxJzkGBUFSsrbG2CrTz4nFp8WAAhWV7kpKSpK7pR4Hdkl/DMDMzo1evXslbRhHZ2dm0aNEisrKyIoZhSFdXl902KiPMzc2LbT0/fvw4KSkpyVFRxSkoKKBr167R5MmTycrKiszNzWnChAkUHh5erv75+fnUp08f6tKli1w/QR87dowUFBSKppBkgUgkovv379PkyZNpzJgx9OjRo3L1C3j2gXi+/nQ3KpnuvfpIPF9/uhbx/8XVIpGIXrx4QUREnn9cpwmHv78mSiAQfLN7Tk1NjVasWPFNWysrK/L29i6Xzq9ZvXo1MQwjl0zpfn5+pKKiQqampvT69WuZ+krNzqeVF8Kp75a7tOBsGO0PfEOH7sfS/sA3dPrxO1pwNpR4vv406chj2rptO6mrq8tUT00H7PRZzaJHjx5ynSYgKnwjWr9+PdWvX58YhiENDQ3q06dPldgWXZPp27dvsfVaw4cPr1FbdEUiET1//pwWLFhAhoaG1K9fv+++8efl5VGPHj2oR48eci/BIRQKSUFBgY4dOyZXHSUR+i6taBfTy4QM4vn60+nHhTuacvIFdC0ikfbdfUOrLryg+vMu0O//PBXbR//+/b/5X8zNzSWGYSg4OFhi7UuWLCGGYWjPnj0S25CU1NRUcnJyIgUFBbmWsBEKRTT/TGFgNHfzYVJTU5OblpqAJEFRhccKGYZRYRgmmGGYEIZhnjMMs+i/83oMw/zLMEzUf191K+rrR8PV1RWPHz+Wm/+VK1dCVVUVs2bNAo/Hw61bt5CZmYmTJ0/CxcVFbrp+BPr27YvXr18jJycHo0aNwt9//43WrVvLW5bUYBgG9vb2WLhwId68eYNmzZqhR48e6Ny5M27dulX4ie0/7ty5g1atWoHL5eL48eOlTh1VFtevX4dIJELHjh3lqqMk7GprQkdNETdfJuPs0/cAAB01Ray+GIGGSy5j+N4HWHDuObbdfI18gQgCkfjLJ5YtW4bY2Fi8ffu26Nz27duhoqKCxo0bS6x99uzZaNSoEUaOHIm0tDSJ7UiCjo4OQkJCMGvWLIwfPx7t27dHQUFBpWoAAA6HwfTOdjDUVMaROE1o9ZoPv5APla7jh0bcKOrrAwADQOO/7xUBBAFoCmA1gJn/nZ8JYFVZttiRouL4+fnJrSJ0cHAwcTicEofJWWRPbm4uASCGYUhPT4/Wr19fZfNVSYu8vDzasWMHWVtbU/PmzengwYPUo0cPsrCwoAMHDlSZ+2/cuHGV3mAwdE8Q8Xz9iefrTyN8ltHPA5YSz9effltxim5FJlFyZh4JhSLaeiOanBZeouA34u/AMjU1pcGDBxf97OrqSp6enhJrjo+PJ21tbVJSUqIZM2ZIbEcaPHjwgHR0dEhHR4cePHggFw2xH7Np2uEgMh2zg3i+/jTzZAjl5BfW4cvPz6etW7dSQkKCXLRVJyDv6TMAagAeA2gC4CUA4//OGwN4WVZ/NigqzocPH0hfX1+qyd7KQ25uLmlpacktIGMpxMDAoMrvQJQFfD6fDh8+TG3atKE1a9ZUqR04qampxDAMXblyRd5SSuXBmxSqP8uPeDP8qMnYvcTz9adjju2/SaCYllNAnquv0c877hFfIF7AOW/ePNLU1CSiwulELpdLR48elVhzly5dyNjYWOZ5rspLfn4+tW/fnjgcDs2ePVtuOgKDH5FR92nE8/WnPy6Gk0AgoAEDBpCjoyPp6enRvHnzvsn6/erVK7p//76cFFctJAmKpLL7jGEYBQCPANQFsJmIfBmGSSMinS/apBLRd6fQ2N1n32JsbIygoCBYWFhUir+EhAR07twZ7969Q0JCAlvEVY5MnToV+/btw6dPn+QtheU/qsvfJMylBeY59kKChj5MM5Jw4vDMwgtfFWX9XNT0ytRWqGukWW77OTk50NTUREBAAPh8Pnr16oWCggKxd2+9e/cO586dw8SJE3Hs2DH069dPrP6yZvv27ZgwYQLq16+PW7duQUdHRyZ+Pn78CHd3dxARTE1NYW1tDQcHB7Rv3x75+fnovy8UykrKaJkfhLfREQgICEBCQgIWLlyICxcuYOrUqcjMzMTZs2eRlJSEgoICPHv2DObm5jLRW12Q++4zADoArgNoACDtq2uppfQZA+AhgIcWFhYyiBWrL9nZ2VS3bl26du2aTP3Ex8fTpEmTyMTEhACQkZERmzisCpCSkkIMw8htCJ/lW9auXUsqKiryllE2DEMFHAWqM/0s/dFyEJVUlFUkElHAjXsU8OyDRFmuXV1dqVmzZtSpUydydHQsV5/Xr19T27ZtydjYmLhcLgEgdXX1Kl30OiYmhszMzEhFRYX8/Pxk4qNevXpkampKo0ePJk9PT6pbty5paGiQuro6aWtrk2pdd6rlvZysrOt+k9A3NDSUBg8eTDNmzKC7d++SQCCgWbNm0fDhw2WitToBeU+fFWrAAgC/g50+qxC5ubnUoUMHGjRoEAkEAqnZ5fP5dOfOHVq6dCn17t2bTE1NCQAZGBjQsGHDKDo6Wmq+WCqOjY0Nde3aVd4yWP6Dz+eTgoICHT9+XN5Svs9/leyb/7KLfus27f9B0Re7xhYvXkwAKCgoSCIXp06dIgUFBVJXVy93Vmoej0fGxsY0adIkOn/+fJWZLisLoVBIQ4YMIYZhaMiQIVJd3zZ27FhSVFQsntz04EESmpuTEKB8Y2Mq2LePoqOjy13YNi0tjYyMjCg0NLTsxjUYuQRFAAwB6Pz3vSqA2wC6AfgDxRdary7LFhsUFZKXl0edO3cmb2/vCudCefToEXXo0IEsLCxIVVWVABCHwyFdXV1q0KABDR8+nA2EqjDVZmTiB8LDw6NKL7QmosK1Q2pq1HTcXprcdSqVVJR11apVBIC6d+8usZvPz5TyvFnPnTuXuFwuJScnS+xP3nzOaWRubk4xMTEVtnf+/HliGKZ4kP3f3+57BXXLw/r163/4D1TyCoqcADwB8AxAGID5/53XB3AVQNR/X/XKssUGRYUL/Lp160Z9+/atUEAUEBBAtra2xDAMOTg40NixY2n//v1SLYTIIns+j0ycOnVK3lJY/sPPz484HE6VH+V4tfsw8Xz9aV+jbiUWZY2PjycVFRXS1NSUOO+Yo6MjaWholNlu0aJFxDAMrV27ViI/VYnU1FRydHQkLpdboZxGHz9+JGVl5WK7+IioaJTvm0PMPGV5eXlUp04dunHjhsQaqztVYvqsIsePHhQVFBRQ7969qWfPnt/UNSove/bsIRMTE2IYhlq3bk0RERFSVslS2djY2Hz74GSRK2pqapVayFQSLobFE8/Xnx7Hfiq1TY8ePcjBwYH69esntv3Q0FDS0tIiAEUZoZs2bUrDhg2jzZs3U2hoKKWnp1OjRo1IQUGB1q9fX4G7qXrMnj2bOBwOtW/fXqIAuV69esTj8b6dimOYkoMiMevKEREdOnSI3N3dK30Hc1VBkqCIrX1WRSgoKMCgQYOQk5NTVPeovIhEIqxYsQJr1qxBZmYmevbsia1bt8LIyEiGilkqC09PT4hEIty6dUveUlj+o23btsjJycH9+/flLaVUph57Cv/QeNyb2Rb6GiU/T86ePYuFCxfiw4cPuH79Ouzt7ctlm8/no0mTJqhTpw40NTXRsWNHBAUF4fnz53jz5g2SkpKQnZ0NIoKxsTFu3rwJGxsbad5eleDhw4fo0KFD0W48ZWVlqKioQEVFBaqqqlBXV4eGhgY0NTWhqakJLS0taGtr49q1a7h58ybCwsLg4OBQ3KilJRAb+62zr3YOlgeRSITGjRtj1qxZVW5nX2Ugye4zdr+1nBGJRDh+/DjmzJkDFxcXnDhxotwBUV5eHmbMmIFdu3ZBJBJh2LBhWLduHdTU1GSsmqUysbS0xN27d+Utg+ULVFRUkJWVJW8ZpXIu5ANOPXmP8Z7WpQZEANClSxf88ssv8PLywrJly3Do0KHy2T93Durq6oiPj8cvv/yCjh07YuDAgd+0e/fuHUxMTKpVEWNxcHNzQ2JiIvbu3Yvk5GSkpqYiIyMDmZmZyMzMRFZWFpKSkhATE4O8vDzk5eUhPz8f2dnZAIAGDRqAYRgoKytDS0sLxsbGuP7779D19QVycor8iFRVwVm2TGx9HA4Hq1atwvjx49GzZ08oKipK7d5rKmxQJEeCgoIwYcIEEBF27NhRVBG9PMyZMwerV6+Gmpoafv/9d8yfP5/NKVRD4XA44PP58pbBUk1IzszH3NOhcOXpYkoH2++2VVRUxJAhQ5CVlYXjx48jKiqqXCM6Fy9eRK9evTB79uzvlp8xMzMTW391Q0lJCb/88otEfUUiEV6+fIknT57g+fPn2LFjB/qdPo2rO3YAc+YAb98iRV0dNzp2RF8fH4l8tG/fHnXq1MHOnTsxfvx4iWz8UIg73ybL40daU3T8+HEyNDSkw4cPS7S9U0dHh4YOHSp9YSxVjgYNGlDPnj3lLYPlC7y8vKhx48byllEiqy+GU52Z/hSVWL7t2+Hh4VS7dm2aPXs2DRs2rMz2IpGIzMzM6NKlS2RpaVlRuSxfcPnyZWIYhl6/fl10LiwsjIyNjSVeZ0pEFBISQkZGRj/cRhtIsKaIHVqQA3/++SfWrFmDy5cvS1xYlWEY2NnZSVcYS5Xk9evX7Cc8lnJzJzoFbpZ6qGukUa72dnZ2cHd3h0AgwLlz5xATEwNLS8tS27948QIKCgoQCoWoU6eOlFSzAECHDh1Qt25dtG/fHq1atUJWVhZycnKQlpaGv/76C9OmTZPIrpOTEyZOnIgRI0bg4sWLNXY6Uxqwv5lKRCQSYerUqdixYwcCAwMrVGmeYRgIhULpiWOpkqSlpSEnJwf9+/eXtxSWaoBQRHifmgNzXfHWFa5fvx67d+9Gly5dMH/+/M/pVkrk0qVL6NSpE65fv46WLVtWVDLLV3xe13X37l1EREQgKSkJ9erVw8GDBytkd+bMmcjIyMCWLVukIbPGwgZFlUReXh5+/vlnPHz4EHfv3q1wLTOGYb774GKpGZw8eRKqqqowMDCQtxSWasC1iCR8zCpAu/ri7Ty1srLChAkTkJiYiNDQUMyaNavE5wsR4fDhw+jevXtRcMQiXRo3boxXr14hMjISoaGhePDgAR4+fIj09HTcu3dPYrtcLhcHDhzAwoUL8fLlSykqrlmw02dSJi8vD2/fvkVsbGyx4+HDh2jQoAEuX74MFRWVCvvhcDjsSNEPwL///ltpxYBZqj+xKYW7mkx1VMXu6+vrCwcHB6xYsQLLly8Hh8PBsmXLwDBMURt/f3/w+Xw0bNgQUVFRUFNTQ0hICDQ1NWFlZSW1+2ApjoKCAiZPnoz169fDw8NDYju2trZYtGgRhgwZgrt377Kbc0qAHSmSIrt27YKRkRG8vLywYsWKon+6tm3bYuvWrTh69KhUAiKAnT77UdDR0UFeXp68ZbBUE3q6mMJAQxmrL0WI3VdVVRUbNmzAggULcOHCBfj7+2PevHlFI0YikQjz58/HokWLkJqaijp16mDQoEEYPHgwXF1dcfnyZWnfDssXDB8+HNeuXUOMmLmKvmb8+PHQ1tbG8uXLpSOshsGGiVIgNzcXEyZMwL179xAcHFxpC6DZoKjm4+HhgQMHDshbBks1wVBTGV0ca+P0k/cS9e/evTu2b9+OgwcP4urVq2jXrh1EIhGWLVuGffv2QUFBAT179gTDMHj+/HlRv+vXr8PHxwdPnjxBrVq1pHU7LF+gqamJESNGYOPGjVi7dq3EdhiGwd69e9GwYUO8fv0a3bt3R8eOHaGpqSlFtdUXdqSogrx9+xYtWrRAVlZWpQVE27dvR0ZGBkQikcx9sciXNm3aIDc3l/1bs5QbTRUusvMFEq853LBhA1avXg2BQIBr164hICAAnp6eWLhwIXbu3FlsOu0zbdq0wYgRIzB06FD2f1WGTJw4Efv27cPFixcrtKbU1NQUjx8/hpubG7Zv3w4TExN07twZmzdvxtu3b6WouPrBBkUVgIjg4+OD7t274+jRo9DQKN8W2IqyaNEi5OXlIeeLjKcsNZPw8HAoKCiwW2hZyo1AROAwDCR9z7S2toaPjw/Wr18PAwMDXL16FS1atMDjx4/RsGHDUvstWLAAGRkZWLdunYTKWcrC3Nwcu3fvxvTp0+Hq6op//vlH4hkDMzMzTJgwAZcvX8b79+8xatQoBAcHw9XVFV27dsXHjx+lrL56wD5pK8DtsWPxT3AwFixeDKZOHaCcKfIripKSEgAgJSWlUvyxyI9jx479EFmBWaSHrpoSBCLChbAEiW38/vvv2L17Nz59+gR9fX0sW7aszB2QioqKOHz4MFavXo0HDx5I7Jvl+/Tq1QshISFYtGgRli9fjpUrV1bYppaWFvr164f9+/fjw4cPcHBwgJub2w/5d2SDIgnJ2rEDbjt2wLigAAxRYQG/MWMqJTBSVS3cWXLo0CE0bNgQSUlJMvfJIh8CAwPRuHFjectgqUYMb24JZ3Md/Hr4Mdb9GwmhSPwhI3Nzc/Tq1QubNm0Sq5+lpSU2b94Mb29vpKeni+2XpXxwOJyiGYoNGzZItQ6foqIiVq9ejXXr1qFr167YsWPHD5X+hQ2KJCR/2jR8kx4tJ6ewXo0UEQgEGDRoEOzs7GBhYQEjIyNERkYCANauXYuMjAyYmppWaOEdS9UlLi4O7du3l7cMlmqEMlcBx8Y0Rd9GZvjrahR+PfRYojc1X19fbNq0Sew33P79+6Njx44YM2bMD/VmKg/s7OzQunVrTJ8+Xeq7VPv06YM7d+7gr7/+wvDhw5Gbm1thmyKRCKGhodiyZQsGDhyIOnXqoGvXrjh+/Djy8/OloLrisEGRBDx48AC6pT0oylik9vjxYyxatAj9+/eHm5sbTExMoKqqClVVVXTo0AF37txBTk4OcnJy8PjxYxgbG+PMmTNwdXVFr169MH78ePz5559QUlKCmZkZXr16hTlz5sDX1xf29vZ49+6dDO6YRV6oqqoiPj5e3jJYqhkqigpY098JMzrXw8XnCTh4P1ZsG7a2tvD09MTOnTvF7rtu3TpERERI1JdFPDZt2oTExEQ4Ozvj+vXrUrVta2uLoKAg8Pl8NGvWDK9fv5bITnBwMPr37w8DAwP06dMHDx8+RIcOHXD+/Hl4e3tj27ZtMDU1xblz56SqXyLELZYmy6M6FIQVCATk6upKmfr6RMC3B49Xat+UlBRiGIb09fXJ3t6evLy8aOrUqfT333/Tli1bqEGDBsQwDAEoOpo3b07Z2dnf2FJRUaFjx44V/RwbG0t2dnakoKBAixcvlsWts8iBBg0aUJ8+feQtg+UrqnJB2C8RCkU0ZHcQ2cwJoBcf0sXu//jxYzI1NaW8vDyx+4aHh5OBgQE9e/ZM7L4s4nPmzBkyMzOjYcOG0cePH6VqWyQS0caNG8nIyIhmzZpFN27coPz8/DL73blzhzp16kTm5ua0ceNG+vDhQ6ltT5w4Qa1atZKmbIkKwso9EPryqOpBkUgkojVr1lDLli1JdPAgkZpa8YBITY3o4MFS+48aNYoMDAykokVFRYWOHz/+zflVq1YRl8sla2trevXqlVR8sciPHj16kLOzs7xlsHxFdQmKiIiSMvKo8dJ/yXXJvxT6Lk3s/l5eXrRjxw6JfO/fv5/s7OwoKytLov4s4pGRkUGTJk0iExMTmfzOQ0JCaPbs2eTq6kpaWlrUo0cP2rx5M0VHRxe1EYlEdO3aNWrTpg3VqVOHduzYUa4AKi8vj/T09Ojdu3dS08sGRTLk6dOn1L59e7K1taXw8PDCkwcPFo4MMUzh1+8ERERE6urqNHv2bKnoUVZWLjEoIiKKj48nR0dH4nA4NHPmTKn4Y5EPv/zyC9WqVUveMli+ojoFRUREoe/SiOfrT3Vm+lNqdtlvUF9y+/Ztsra2Jj6fL5HvQYMG0bRp0yTqyyIZjo6O9GbpUrHen8QlKSmJDh06REOGDKHatWuTtbU1jR07llq0aEE2Nja0b98+KigoEMvmsGHDaP369VLTyAZFMuD9+/c0YsQIMjIyok2bNon9R/7M4cOHSUFBoVwRMxGVGXB9Lyj6zMaNG0lRUZEsLCzoxYsXEulmkR9XrlwhDodDU6dOlbcUlq+obkEREdHxh3HE8/WnyUefkEAoEqtvixYt6PDhwxL5ff/+Penq6tL79+8l6s8iPuvc3IivpCTWTEZFEIlEFBISQn/88QcdPnyYBAJBme0nT55MU6ZMKRZsX7hwgZo2bSo1XWxQJGWePXtG+vr6NGPGDEpLS6uQLTs7O2rXrl35Gpdjak5ZWZlOnDhRpqnk5GRyc3MjDodDkyZNIqFQKOktsFQiDx48IC6XS4MHD5a3FJYSqI5BERHRussviefrT3233KVXSZkU9ymb9t55TYeDYkn4nUApICCAHB0dSSQSL5j6zLRp0+jXX3+VVDaLmCSrq5O4a14rkz/++IOcnZ1JX1+fnj9/XnS+oKCADAwM6M2bN1LxwwZFUkQkElHbtm1p06ZNEtvg8/k0ePBgMjc3JwD05MmT8nXk8cr8hy5vUPSZXbt2kbKyMhkbG5dfB4vc0NLSInd3d3nLYCmF6hoUiUQimnP6GdnNvUA8X3+ynOlPPN/C49zT0kdyRCIRubm50d69eyXym5SURHp6ehQTEyOhcpbyIhKJSFjS+wdAIoahNm3aUO/evSk3N1cu+tatW0eGhob07Nkz0tDQ+Gb2ZcyYMbRq1Sqp+JIkKGK35JfCuXPnkJCQgF9++UViG2vWrMHff/+NuLg4aGhooGvXrrCwsIClpSWsra1ha2uL+vXrw8nJCQ0bNoSbmxuaNm0KUWzJ22dFsbHw8fHB8OHDwefzxSr9MHLkSCQlJcHa2hqNGjXC6NGj2RpFVZiePXvi6dOn+PDhg7ylsNQgGIbB0l6OODW+GYZ48DC5nS1u/O4JAIhOKj0fEcMw2LlzJ2bMmIH378UvNmtoaIixY8diyZIlkkpnKSexsbF4X8p7wwcFBYwdOxZcLhfe3t7g8/mVqu3cuXOYO3cu0tPT8fr1a7i6ukJRUbFYmwEDBuDYsWOVqutLmMJgqmrg5uZGDx8+lLcM5Ofno0GDBti8eTM6duwosR0rKyu8efMGHh4e8PT0RH5+Pvh8fomHQCBAQUEBBAIB9t+8idolJLL6oKiIdtbWRbVu/v33X/B4PLF1HTlyBCNGjICGhgb8/PzQtGlTie+RRXbUr18f6enpePv2LbhcrrzlsHxBly5d8PHjRwQHB8tbSoUJCI3H+EOPsaqvIwY0tvhu24ULF+Lhw4fw8/MrsTDs90hNTYWdnR2WLFmC0aNHi92fpXwUFBRgkoEBtvD54HyR0DGHYRAzezbsly5FQUEBevXqBVdX10oLVM+ePYsxY8bA398fHTp0QHp6Onbu3IlRo0YVaycUCmFqaooVK1bAwcGhKGmxJPUfGYZ5RERuYnUSd2hJlkdVmT7btGkTde3atUI24uPjCQDp6enRlClTxOsswXZ/ccnOzqZ27doRwzDk4+PDrjWqgqSnp5O6ujp16NBB3lJYvqK6Tp99zdHgWLKc6U9d/7pFuQXfXxxLRJSfn0/Ozs60f/9+ifxFRESQvb09jRw5UuL1SSxlM3HiRDrSvXvRZp1MfX1aUr/+/xscPEhZBgaF02wy2Jn2NadPnyYjIyN6+PAhERHt2bOHTE1NS/0fOHbsGPXu3ZtcXV3J0NCQlJWVydramtq0aUPDhg2jxYsXU0BAQJn5mMCuKZIO48ePp40bN1bIxujRo8nIyIjMzc1p4sSJ4hsQc7u/pJw5c4bU1dVJV1eXrl+/LhMfLJLz4MED4nA4tGTJEnlLYfmCmhIU9d1yl1qsuko5+WUHRJ958OAB1a5dmzIyMiTymZmZSc7OzmKtiWQRj9evX5OpqSnt2bOHiIisra3p5s2bhRcr4UN3kR8ej0QMQ285HHr1xTPs8we+8n4Yz8nJoZcvX9K///5Lu3fvJl9fX2rTpg1pampS3bp1adCgQbRx40YKDg4utsObDYqkxNChQ4v+mSRFT0+PJk+eTDwej8aNGyclZbIhNzeXunbtSgzDUJ8+fSTOR8IiGzZu3EgMw1B6uvgZiVlkQ00Jimafekb1512gD2k5YvUbPHgwzZkzR2K/AQEBZGdnV+bWbRbJiYiIIFNTUzp27BhpaWnRp0+fCi+UYyNPhSlH4GVubl7hBMMCgYBCQ0Np165dNHr0aHJ0dCRVVVVydHSkAQMGsAutpUV2djY0NDQk7v/gwQOkpqZi3rx5UFBQgEAgkKI66aOiogJ/f39cuHABV65cgZ6eHi5cuCBvWSz/MWHCBDAMg/DwcHlLYalhjGhRBwyAHpvu4nZUcrn7LVu2DFu3bpW41mLnzp1haGiIv//+W6L+LGVTr149HDx4EAsWLICRkRESExMLL5RWn7OMup3iQLNnFxZI/5KvCqY7ODjg+fPnFfKjoKCABg0aYOTIkdixYweePXuG5ORk7Nu3D926dZPIJhsUfQURITo6GkZGRhLbmD9/PurVqwc9PT1wOJxKX+FfFgkJCXj27BkePnyIe/fu4datW7hy5QqEQiH27NkDKysrdOnSBS1atEDO1//YLHJBWVkZUVFR8pbBUsOwNtTAP2M9oKumiBH7HuBDWvkqoZubm2PcuHGYMWOGRH4ZhsHMmTOxZcsWifqzlI/WrVsDKCwsnZSUVHjSopTF9KWdF5P8/HxQOQIvaQRFJaGuro5GjRph0KBBEvVng6KvuHv3LrKystCyZUuJ+otEIly/fh2//vorAIDD4RTtFqsqmJqawsXFBU2aNEHLli3Rtm1beHl5oVevXhg4cCAiIiKgrKyMwMBAGBoa4vTp0/KW/MOjpaWFK1euyFsGSw3EwUQbf/3cEHwh4d6rlHL3mzlzJkJCQrBjxw6J/CYmJqJu3boS9a32HDoEWFoCHE7h10OHZOKGYRhMnjwZ8fHxSEhIKDy5bBlITa14QzU1YNmyCvtLTU1Fx44d8VFVtcTrH7hcKCsrQ0lJCevXr8fBgwcr7FPasEHRV6xbtw5TpkyRaPsfAIwdOxZCoRBjx44FUBgUVbXpMy6Xi9OnT0MoFEIgEEAgEIDP56OgoAD5+fnIy8tDXl4eBAIBevfujb59+6J9+/bsqJEcWbx4Mf7++2+8efNG3lJYaiDWhhpQ4DB4/bH0XEVfo6GhgdOnT2Pu3Lm4f/++2D61tLQQGRn54+VLO3QIGDMGiI0tXG0TG1v4s4wCo1GjRoHL5WLevHkoKCgAfHzw6JdfkKCsDDAMwOMBO3YAPj6SOfgvwCMOB7m1amGUmhoMduwoDLS+RE0NvkIh5s+fDz8/P1y4cAH5+fk4d+5cxW9Smoi7CEmWh7wXWkdHR5O+vr5E1YVzc3PJ1dWVuFwuHTt2rOi8g4MD9e/fX5oyK4yenh4tXbq03O0DAwNJX1+fVFVVi90bS+Xi4OBAdnZ2RT9fuXKFli5dyqZTkAM1ZaH1Z/L5Qqo7+zytvBAudt9z586RmZkZxcfHi9VPJBJRkyZN6MCBA2L7rNZUxkLnrwgKCiItLS3S1NQkDw8PUlZWpunTp1fccAkLqkWfF1R/tYNacOAAAaCUlJSi7jdu3CAzM7MKl9EqDbALrSUjNzcXGzduhKenJ6ZNmwZ1dXWx+oeHh8PY2BgxMTGIiIjATz/9VHStKk6f6enpibU+xcPDA0lJSfD29oa3tzdat26NrKzyf6JkkQ7nz59HZGQkOnfuDD09PXTo0AFLliyBnp4eO8XJUiES0vPAFxJ01RTLbvwV3bt3x8iRI9G/f//CkYhywjAM1q1bh9mzZ/9Yo9CVsND5a9zd3ZGSkoKuXbuCw+HA29sbd+7cKdyCXhHmzPlmQTXzeUG1jw8QEwOIREBMDEIcHMDhcKCnp1fUtnXr1vDy8sLMmTMrpkOK/PBBUVpaGho3bowrV67g9OnTmDVrllj99+/fD0dHRzg4OODDhw+wtrYudp3L5Va56bPatWsjtpRSIqXB4XCwZ88eBAcHIyIiAoaGhlVyPrgmw+Px4OvriwcPHmDQoEFIS0tDRkYGOnbsiL59+8LNzU3i3UAsPzYmOioAgNwCyaay5s+fDx0dHUybNk2sfs2aNUOzZs0wZcoUfPz4USLf1Q4ZL3QuDS6XiyNHjuDOnTvYvXs3UlJS8Pvvv+NQBabtyrOg+jMPHjyAiorKN+dXr14NPz8/3Lx5U2IdUkXcoSVZHpU9fVZQUEDt2rWTLLkiEQ0bNowYhqEZM2aU2sbV1ZW6dOkiqUSZ4OPjQ/Xq1ZO4v1AopLFjxxLDMOTh4UGpqanSE8ciEWFhYWRjY0McDkfi/2eW8lPTps+SMvKI5+tP++6+kdhGWloa2djYiF009v379+Tj40Pa2to0YMAA+vfff2t2tuvKSp5YBqNHjyYAZG9vTyKRiKKioujw4cM0depUatOmDbVo0YLat29P3bp1o379+tGgQYNozJgxNHXqVFqwYAGtWbOG3isqlnsq8NGjR8ThcKhjx47fXDt//jzp6+vTxo0bpbocABJMn/2wBZWICOPGjYOqqirWr18vVt+MjAw0bdoUr169gr+/P7p06VJqWwUFhSo3fWZjY4NLly5J3J/D4WDr1q0YN24cOnfujFq1amHLli0YOXKkFFWyiIODgwMiIyOxfft2/Prrr9DU1MQyKewmYfkx+JRdAA4D6KqLP332GW1tbZw+fRqenp5o0KAB3NzKV3LKxMQEBw8eRGpqKg4fPoxJkyahQYMG2L9/P1RL2cVUrfm8oHnOnMIRFQuLwp1fki50lhAXFxeoqKggMjIS+vr60NDQQOPGjeHm5gZfX1+oqakVbbrJzc1FXl4ecnJykJmZiczMTLx79w7PvL1hfPJk4ZTZZ0rYybZ161YsWbIERAQlJaVvtHTp0gV37tzBiBEjcPz4cezZs+ebWZdKQ9woSpZHZY4UrVy5klxcXCgzM1Osfo8ePSINDQ0yNjamuLi4Mtt7eHhQ+/btJZUpE44fP07KyspSsSUUCum3334jDodDrq6uxRbRsciHzZs3E4fDoRcvXshbSo2lpo0UxXzMIquZ/nT84dsK2REIBNS1a1caNGiQxDZyc3Pp559/piZNmlBCQkKF9LCUTmpqKjEMQzt37qzY77mMklRPnjwhADRgwABKTEz8rimBQEBr164lfX198vb2phUrVtD58+fp3bt3/x89FKMEFtgyH+UjICCAzMzM6N27d2L1O3r0KHE4HGrfvn25S2G0aNGC2rRpI4lMmREdHU0Mw0jV5osXL8jc3JwUFRVp8+bNUrXNIj7u7u5kbGzM7kyTETUtKErLKSCerz/tuFmxsgsrV66kFi1aVHg3kUgkooULFxKPx6PIyMgK2WIpHXt7e5kXnL569SpxuVyx+sTGxtK+ffto6tSp1K5dOzIwMCB9fX36q2lT4isplXvqUZKg6IdbaE1EmDNnDrZs2QJTU1Ox+s6bNw8dO3bEv//+Cy63fDOPVbHMR506dUBE/0/mJQXq16+Pt2/fYvLkyZg4cSJcXFz+n0GVpdK5fPkyPn36hPHjx8tbCks1IDopEwBgrlex6aq0tDR4eXlBW1u7QnYYhsGCBQswfvx4TJkypUK2WEpnypQpuHHjhkxzRUmyfMTCwgJDhw7F2rVrceXKFSQlJeHp06cYFhkJ7tc7HL8qH1JRfrig6OLFixAKhRLVRYmJiSnXuhmBQICwsDAcO3YM79+/r3JrijgcDhQVFfHkyROp2169ejUiIiKQnp4OU1NT/Pnnn1L3wVI2mZmZMDU1xfbt22FgYICePXvi3LlzMnn4rVixAn379sWHDx+kbpulcuAwDABAIKrYFm1NTU1kZmZKQxIA4LfffkNISAiCgoKkZpPl/4wYMQIAsGfPHpn5WLZsGQwNDStkg2EYmJmZQTM1teQGUkxn8EMFRUSEZcuWYdasWWD+ewiUl+fPn4PP56NHjx4lXu/UqRPU1dWhoKAARUVFODk5YdiwYUhNTUWnTp2kIV+qqKurIywsTCa2bWxs8ObNG8ycORPTpk1DgwYN2DfMSqKgoABDhgwBj8cDwzDw8/PDiBEjEBkZiT59+kBJSQn16tXD1KlTK5wd+8SJEzAwMMCCBQsQFBQEMzMztGvXTux0DyzyR1etcPFrfFpehexoaGhINYeZsrIy5syZg4ULF0rNJsv/4XA4aN26tdibjcrL3r17cevWLfj7+0vHYGWkMxB3vk2Wh6zXFN28eZPq1q1LAoFA7L4zZswgQ0PDEq/dvn2bGIahbdu20f3798VevC0PrKysaNSoUTL3ExMTQzY2NqSgoECrVq2Sub8fmTVr1pCKigppaWnR/v37v7kuFAopICCAevfuTYaGhgSANDQ0yNPTk3bu3En5+fnl8vPgwQOysbEhhmGob9++Rf/vAQEBZGVlRQzDUMuWLSk6Olqq91eVqElrinILBNRr8x2ynRNA71JzKmRrz5499NNPP0lJWSH5+fnE4/Ho7t27UrXLUkhgYCAxDCP11CrZ2dmkpKREkydPlp7REtIZZDMM3Rk/vsTmYBdaf59BgwbRhg0bJOrr6upa6oI0R0dHatKkSUWkVTqVvStuyZIlpKCgQPXq1aPY2NhK8/sjcPnyZapduzZxuVyaOnVquRdXp6am0qpVq8jNzY2UlJRIX1//u7sH379/Ty1atCCGYahJkyal/h2vXr1Ktra2xDAMNW3atEbugqtJQdH040/JcqY/BTz7UGFbMTExZGVlRVOmTKGCggIpqCtkx44dVW4Xb01CT0+PdHR0yMPDg8aNG0fHjh2j9PT0Ctm8ffs2KSgoSEnhF3y1+yxm+XIyMDCg0NDQb5qyQVEZTJ06lVasWCFRX3V1dfrrr7++Of/ixQtiGIaePHlSQXWVy4ABA6h+/fqV6jMuLo7s7OxIQUGBFi1aVKm+ayKvX7+mRo0aEcMw5OXlVaFPerm5ucTj8UhPT++bwCgzM5P69etHAMjS0rLcn9hv375N9vb2xDAMubq6VrvXyPeozkGRUCii8Ph0SsspoKdvU4nn60/LA6QXuKakpJCXlxe1atVKalvqCwoKqE6dOnTr1i2p2GMpTnR0NE2fPp3atm1L5ubmpKysTABISUmJTE1NqXXr1jR16lQ6f/485ebmlsvm0aNHSUVFRcbKCzlw4ADVrVv3m2cgGxSVwZ49e8jb21vsfomJid8UsvvM7NmzSU9PTxryKpXZs2eTkZGRXHyvXr2auFwuWVtb0+vXr+WioTqTnZ1N/fr1I4ZhyM7OrsRPSJLwZWCUnJxMfD6fJkyYQFwul/T09AgAhYWFiW03ODiYnJyciGEYcnJyouDgYKnolSfVNSj6mJlH3TfeJp6vP9nMCSD7eRfIedElSkwv3xtdeREKhTR//nwyMzOjwMBAqdjcs2dPlUtvUpNJT0+nEydO0IQJE6h58+ZFo9EASEVFhXg8HnXs2JHmzp1LN2/e/CZNzZAhQ4jD4VRaWpBJkyZRhw4d6OXLl0Xn2KDoO4hEImrTpg39+eefYvdds2YNaWholHjt8OHDlRYNS5ODBw/KVXd8fDw5OjoSh8Oh2bNny01HdWPRokWkpKREurq6dPz4canbz8/PJ0tLS9LS0iJVVVVSU1OjNWvWEBGRhoYGbdy4UWLbISEh5OrqSgzDkL29Pd25c0dasiud6hgU5RYIaOieILKZHUC7br+mcQcf0uj9Dyg6SXZrIM+dO0eGhoa0ZcuWCpfu4PP5ZGZmJlFgziI9EhMTaf/+/TRq1Chyc3MjAwMDUlBQIACkrq5ONjY25OnpSQzDEJfLpUmTJlWKroKCApo+fTrVqlWL3N3dKTIykg2KvsfBgwfJxcWl3EkXv6RNmzbk7u5e4rXXr18TgGqXJC8sLEzqCRwl4c8//yQul8smaSuDM2fOkL6+PikqKtLcuXNl+v+Wn59P7dq1+2Z9ko2NDQ0ePLjC9l+8eEFNmzYlhmHIxsaGrl69WmGblU11C4repmRTt79uk+VMfzpwL6ZSfUdGRlKDBg1o6NChlJNTsYXcdnZ2NXKNWk0gJiaGtm3bRj4+PuTi4kJ//fUXbd++nTgcTqXOCPD5fOrevTvt37+fDYpK49OnT1S7dm26f/++2H1DQ0OJy+XS6tWrS20DgCIiIioisdLh8/mlTglWNsnJydSoUSPicDj0+++/y1tOlSI8PJwcHByIYRjq1auXXHc2du7cmaT5Go2OjqaWLVsSwzBkZWVFAQEBUrMta6pTUBQen07Oiy5Rg/kX6fJz+ZTNyMrKIm9vb2rYsCG9fSt5KREjIyO29Ec1w9HRkWxtbSvNn1AoJFdXV/Lz82MzWpfEmzdv0KVLF/Tv3x9NmjQRq29CQgKaNGmCZs2aYfr06aW2U1VVrXbJxbhcLrhcrkwSOIqLgYEBHj16hC1btuCvv/6CmZkZnj9/Lm9ZciUrKwvdu3eHvb09FBQU8PLlS5w+fRoaGhpy09SwYUPExcVJzZ61tTVu3bqFN2/ewNLSEl27dgWPx8PZs2el5uNHJ6dAgOF7H0CZy8G5iS3Qwb6WXHSoq6vj8OHD6Nu3L7y8vJCRkSG2DSLCp0+foKurKwOFLLIiICAAr169qrREvvv27QOXy/1uofbvIm4UJctD2iNFx44dI0NDQ1q3bp3Y0w3Z2dmkr69P9erVK7OvsbExTZkypSJS5YKWlhatX79e3jKKkZKSQu7u7sThcGjChAnVblqyogiFQpo5cyZxuVwyNDQkf39/eUsqIiAgQOwaRuLw/v176ty5MzEMQ6ampnT06FGZ+aoojRo1IgBV/tBw6kA8X39SsWwody1fHj4+PmL/znNyckhJSanCa5NYKp/BgweXmudPmnz69Ilq1apFDx8+JCKSaKSofAW8qiE5OTkYNmwY7ty5g0aNGond/+effwYR4enTp+Bwvj+gZmJigoiICEmlyg1dXV28fPlS3jKKoaenh6CgIOzduxfjxo3DiRMncOHCBbi4uMhbmsw5duwYxo4di9zcXCxevBizZs2St6RitG7dGgKBABkZGdDS0pK6fRMTE1y4cAFJSUkYPXo0Bg4ciN9++w2rVq3C0KFDpe6vItSqVQuurq4IDAyUt5RSeZ+Wi97bgmCpp4aj4ffA4YiXxV9WvH79Gq1bt4ZQKISCgkK5+6mqqkJLSwuJiYmoXbu2DBWySJvQ0FA0aNBA5n7mzp2L3r17w9XVVXIj4kZRsjykOVIUFRVFderUkbi/urp6uXMa9evXj+zt7SX2JS/c3d2pU6dO8pZRKunp6dS8eXNiGIZGjx5dY0eNQkJCyNbWljgcDv3888/lzgMiD5SUlOjMmTOV4islJYX69u1LCgoKZGBgQNu3b68Uv+Whqq8pyi0Q0E/b7lKD+RfplQx3l0mKs7Mz3bx5U+x+rVq1qpYL839k+Hw+KSgo0NmzZ2XqJyQkhIyMjIqtkwU7UvR/Pnz4AFVVVTx+/BhpaWlIT09HWloaMjIykJmZWXRkZ2cjOzsbOTk5yMnJQW5ubtH3kyZNKpcvBwcHXL9+XcZ3JH3Mzc0RGRkpbxmloqWlhTt37uDQoUMYNWoUzpw5g/Pnz6Nx48byliYVRCIRxo4di127dsHV1RWvX78Gj8eTt6zvoqenh7t376Jnz56V4uvEiRPIyMjAuHHjMH78eMycORMLFizAb7/9JnP/1ZlFfs/xPi0Pf3q7wMpQfuvQSqNv3744deoUWrVqJVY/e3t7vHjxAm3btpWRMhZps3//figoKJRaN1RaTJ8+HXPnzoWenl6F7NTYoCgwMBAvXrwQaxhNQUEBCgoK4HK5sLKygo+PDwAUFY/9sojsl+fi4uIkWjgob6ytrXH37l15yygTHx8f9OzZE927d0eTJk0wZMgQ7Nmzp8xpzarMy5cv0bZtW6SkpODIkSMYMGCAvCWVCwsLCzx+/LhSfWppaeHQoUPYuXMnfv31V/z+++9YsGABZs+ejd9//71a/x9IGyJCQGgCjgTHYWATC7SrL5+F1WXRp08feHl5Yf369WIV5/4cFLFUH7Zt2wZ3d3eZ2c/Ly8OkSZOQmJiIsWPHVthejQ2KlJWVweFwoKmpCVtbWxSOpBXy5fdf//z5eyJCTEzMN+dK6g8AHTp0kKr+ysDe3r7aBHMaGhq4fv06Tpw4gSFDhsDf3x9nz55F8+bN5S1NbBYuXIglS5agYcOGeP78OXR0dOQtqdwMGjQIv/32G3x8fPD3339XakCipqaGvXv3YuvWrZg8eTLmzZuHJUuWFH1CZIMjYH9gDBb6vYCTmTYmt7eRt5xSsbe3h5qaGh4+fCjWyK+HhwdWr16NFStWQFtbW4YKWaSBSCTC06dPcejQIZnYj4mJQb9+/WBlZYXbt29DUVGx4kbFnW+T5SHNNUU+Pj7EMEy1yx9UmTx58oQ4HI68ZYhNbm4udezYkRiGIW9vb4kScsqD+Pj4otpvkmRWryr4+fmRqqoqGRsbU35+vtx05Ofn06RJk0hZWZnU1NRo9uzZlbburCquKUrOzCPnRZeo5aprxBdU/fV3s2bNIl9fX7H7jR07loYNGyYDRSzS5uDBg8TlcmXyukxLSyMTExNav359qTsSweYp+j/Z2dkwNTWFpqamvKVUWezt7SESiZCVlSVvKWKhoqKCS5cu4cyZM/Dz84OhoSFu3Lghb1nfZfv27TA3N4dAIEBMTEy1XhPTrVs3JCUlISEhAWFhYXLToaSkhA0bNiArKwvjx4/HunXroK6ujmnTpkEgEMhNlzzILRDij4svkZbDx8q+juAqVO1He2xsLPz9/SXaxfjHH3/g1q1bOHfunAyUsUiTzZs3w9XVVSajuKtXr0bnzp0xefJksaZgy0TcKEqWhzRHikQiES1btozMzMyKchawfIuCggLdvn1b3jIkJj8/n7p27UoMw1Dfvn2r3KhRZmYmeXh4EIfDoRkzZshbjlRRVFQkPz8/ecsoQigU0ty5c0ldXZ2UlZVpwoQJMhvJqmojRZ+LvE44/FjeUspFnz59aObMmRLnHLp16xYZGxtTcnKylJWxSAuhUEiKioq0b98+qdv+8OED6enplZkdHexI0f9hGAazZ8/Ghg0b0LlzZ5w8eVLekqokampqePr0qbxlSIySkhL8/f1x4cIFXL58Gfr6+oiNjZW3LADA6dOnYWRkhFevXiEkJASrVq2StySpYm9vjwEDBlT6wuvS4HA4WLJkCTIyMjB37lzs378fGhoaGDNmDPLy8uQtT2ZEJ2Xi2bt0jGllhQ0DXOQtp1wYGhrC3Nxc4k/4LVu2xMCBAzFu3LgS13iyyJ/Tp09DJBJh8ODBUre9ePFiDB8+HObm5lK3XeGgiGEYc4ZhrjMME84wzHOGYX7777wewzD/MgwT9d9XueRm79OnDy5fvowxY8YULZxm+T86OjpVelt+eenUqRM+fvwIXV1dmbwIxUEgEKBnz57o27cv+vfvj/j4+EpJXFbZPH78GM2aNYO7u7vMFlJKAofDwdy5c5GWloYVK1bgn3/+gaamJoYNG1btporLQ1JmPgDAwUSryiRoLAtra2tER0dXyMbSpUvx/PlzHDt2TEqqWKTJxo0b4ezsLJWpswsXLmD48OGYP38+/vrrLxw/flxmyW2lMVIkADCNiOoDaArgV4Zh7AHMBHCViGwAXP3vZ7nQsGFDTJgwAfPnz5eXhCqLkZERXr9+LW8ZUkFJSQn79u3DnTt38ObNG7louHv3LgwNDXH9+nVcuXIF+/fvr7G7ojgcDv7991/06tULw4YNk7ecb+BwOJg2bRrS0tKwbt06+Pn5QUdHBz///HO12XVZHtx4ejDRVsFvR59iRUC4vOWUC2tra7x69apCNlRUVHDgwAFMmjQJW7duRWpqqpTUsUiD+/fvY8yYMRW2ExwcjCFDhqBhw4bgcDh4+vQpNm/eDH19fSmoLAFx59vKOgCcBdABwEsAxv+dMwbwsqy+0q599iXp6elkZGREz549k5mP6kjPnj3JxcVF3jKkio2NDbm6ulbq+iKhUEijRo0ihmGoU6dOct2VVdnY2NhQ69at5S2jXGzfvp0MDQ2Jw+FQnz59imW/FYeqtqbobUo2Ddp1n+rOPk8F1WDnWUhIiNSqAFy/fp1++ukn0tLSIm9vb3adURXg/PnzxOFwKvwMFolEZGNjQydPnpSoP+S9pohhGEsADQEEAahFRPH/BV7xAIyk6UtctLS0MHr0aOzdu1eeMqocVlZWSE5OlrcMqbJ//36Eh4dDXV0do0ePRk5Ojkz9hYeHw8zMDH///TeOHDmCixcvQklJSaY+qwo3btxAdHR0tXldjRkzBklJSdi7dy8CAwNhaGiI7t27IykpqVg7gUBQVH9t4MCB+Pnnn+Ht7Q1vb2/89NNPePLkiZzuoGTM9dTQzNoAfCEhK6/q77yzsrLCmzdvIBKJKmzL09MTx44dw5s3b1CrVi106NABnz59koJKFklIS0vD7Nmz4eDgAC63YqkQw8LCUFBQgN69e0tJXdlILShiGEYDwEkAk4mo3GPTDMOMYRjmIcMwD2X95pycnAwrKyuZ+qhu2NnZIS0tTd4ypIqHhwcyMzOxZMkSnDx5ElpaWujZsyeeP38udV/z589HgwYNYGpqioSEhGqTmVpazJkzB66urqhTp468pYjFkCFDEB8fjyNHjuDJkycwNjZG586d8eHDBwCF06C7du3C06dP8fTpUzx79gxhYWEICwtDeHg4DA0N5b527TNEhKX+L7D+30hY6KlBW1UKCexkjIaGBrS1tYt+39JAT08P69evR7t27dChQwd2Oq0SycrKwsKFC2FtbQ09PT3Exsbijz/+qLDdM2fOoFevXtLdcl8W4g4tlXQAUARwCcDUL85VqekzIiI3NzcKDAyUqY/qxv3796tlAkdx2LdvH1laWhIAMjQ0pLlz51bY5vv376levXrVPhFjRTEwMKDZs2fLW0aFOXv2LPF4PGIYhtq0aUM7d+4kJSUlecsqF5l5fOL5+lOn9TcpMb3qFhP+Gk9PTzp//rzU7YpEIvrtt9+ocePGlJaWJnX7LIXk5ubS8uXLycbGhhiGIU1NTerbty89efJEaj4aN25M165dk7g/5DF9xhSGcLsBhBPRui8unQMw9L/vh6JwrZHcEAgECAsLg5OTkzxlVDmcnZ0hEolkPsUkT4YOHYo3b94gPj4effv2xdKlSyW2devWLXTv3h08Hg9CobDaJ2KsKJ8+fUKXLl3kLaPC9OjRAzExMbhw4QLevn2L0aNHS2VqpzLQUObClVe4uddIS0ViOzkFAlyLSERIXBpEItlvc+/UqRPOnz8vdbsMw2D9+vVo0qQJOnfuXKMW1cubgoICrFu3rqhMy7Jly1CvXj3cu3cPGRkZOHHiBFxcXKTmTyQSQUVF8v9pSZDG9FlzAIMBtGUY5ul/RxcAKwF0YBgmCoULr1dKwZfEKCgoQEtLCykpKfKUUeVQUVEBh8NBaGiovKXInNq1a2Pr1q0ACl/c5SUgIAAdOnSAmpoaPD09ERUVhVWrViEqKgpmZmayklvlCQsLAxHBw8ND3lKkRqdOnRAdHY1FixZVq12DnRxqISIhE4kZkuVjivuUg85/3saIfQ/Rc/NdNF91DTdeJpXdsQL06NEDfn5+MskzxDAM/vrrLzg7O2PUqFFSt/8jIRAIsHXrVjg7O0NVVRVz586FhYUFrl27hqysLPj5+aFJkyYy8e3k5IRnz57JxHZpVPhVT0R3iIghIicicvnvCCCiFCJqR0Q2/32V68o3hmHQokUL3L59W54yqiSqqqoICQmRt4xK5XsjYyKRCMeOHUPLli2hrKyM7t27IzExEcuWLUNOTg4iIiIwderUSlRbNfHz84OWlla1Ch7Ki52dXbW6LweTwuKor5LFz8OUllOAYXuDkZHHx/bBrlg/wBlZ+QKsvBCBAoHsRsvq168PRUVFmb3pMQyD1atX49KlS+z6IjERiUTYu3cv3NzcoKKigilTpsDAwAABAQHIycnBxYsX4enpKXMdzs7OlR4UVWxpeDWjZcuWuH37Nnx8fOQtpUqho6ODiIgIecuoVJ49e4aUlBRER0cjJiYG79+/R0JCAmJiYvDx40cwDAMXFxds2rQJw4cPr/AuiprInTt3qt0C6/KiqKhYrTIlG2oqAwBSsso/AgoAf9+LwcoLEeALCQdGuqOpVWHuFy6Hg4lHnmDp+RdY3FM2iUcZhkH37t3h5+cHZ2dnmfjQ0tJCu3btcObMGQwfPlwmPmoKnz8MbtiwAY8ePQLDMGjatClOnjyJnj17ykWTk5MTTpw4Uak+f6gnfePGjXH48GF5y6hyGBoa1pgEjuWBy+XC09MTioqKUFNTg5aWFvT09GBkZAQ+nw83NzcEBgZWq5ECefD8+XO0b99e3jJkQnULij5T3k06AqEIVyOSMO/sc7hb6mF21/pwMdcput7d2QRnn77HzUjZ7gju3r07Zs2ahblz58rMx4ABA7B37142KPqCjIwM3LlzB8HBwQgLC8OzZ8+KEt66ubnh4MGD6N+/v1yegS9fvkRCQgI4HA4iIyPx8ePHSvX/QwVFFhYWeP/+vbxlVDlMTU3x7t07ecuoNPLz80t9sTdu3BgGBgZsQFQOEhIS0K5dO3nLkAnVLSjSUC58lKfn8sts+yg2FRMOP0Z8eh54+mrYM7xxUf+vbQplvOC6ZcuWiIqKQnx8PIyNjWXio1u3bhgzZgxSUlJklwW5ikFEeP36Ne7cuYNHjx4hPDwcsbGxSEpKQlZWFoRCIRQVFaGlpYXatWsjOTkZqqqqSEtLk9uzLzU1FbNnz8apU6dgZ2dX9Prbtm1bper4oYIiY2NjJCcng8/nQ1Gx6ufyqCysrKwqfd5WnrABT8X59OkT8vPz0bVrV3lLkQnVLSiqpaUCDWUuHsemwacJ77ttF/s9h0BEWNHHEZ0capcYEAFALW0VvEvNxc3IZLS2NZSFbCgpKRXtQpPVgmh1dXV06tQJJ0+elErZiapCQUEBHjx4gPv37yMkJARRUVF49+4dUlJSkJubC6Bwvaienh5MTU3h7u4OZ2dnNGnSBO7u7sV2daWlpUFfXx9nz56t1ESJQGEA9/fff8PX1xd9+vRBREQEdHXlUioVwA8WFHG5XBgZGSEhIUEm1XWrKzUxgWNFqE5vhvLC398fKioq0NLSkrcUmaCkpFSt/g8UOAx6upjg+MN3GNWyDuob/4+98w5r6vzi+PfehLD3FIQgiAJuBFEcde/WvX+uuqpVW62Ke1urrbXO1lH33iOiIqKIEwcqiIIMAUGm7J3k/P5AUpEASQhD5fM8eZD3vvd9z43k5tz3Ped7Sv6/iMSEuSef4dnbNIxtw8eIVlZljjm9U3386xuBK4HvKs0pAoDBgwfD3d0djRo1qrRMxilTpmDSpEn43//+Bw0NjUqZo6qIiorC999/D29vbzAMA21tbRgbG4PP56N///5wcnKCm5sb7OzsZH4A1NPTQ9euXTFnzpwqd4q+/fZbxMXF4cKFC3BxcanSuaXx1T0yf6+mBmMXF4BlAWtroAZV964umjZt+kXrFNWifK5fvw5zc/PqNqPS+NxWigDgpy520FbjYu1l6UkTW7xf44x/DCZ3sMGC3g7ljqetpoI2tobwepmA5Mw8ZZsrYfDgwfjtt98wcOBA/PLLL5JVDmXSpUsXtGrVqkIaZdVNREQEvvnmG1hbWyMiIgKXL1+GSCRCamoqXr9+DS8vL2zZsgXjx49Hw4YN5V4R37lzJyIiInDv3r1KuoKSJCYm4vbt23jw4EGNcIiAr80pOnwYC9+8gVp8PEAEREYCkyd/9Y5R8+bNIRKJ5NLu+VKpUjn5zxh/f380blw5WUk1AVVV1eo2QW5MdNTQr7kFHoQnIydfVOzYk6gUbPUORf/m5ljY2wFqKhyZxnTvaY/0nAL0336nxJjKZMiQIXj+/DliYmLg5OSER48eKX2OjRs3YteuXQgMDFT62JVJcHAw2rZtC1tbW8TFxcHLywthYWHo0aOHUufh8/lo2bIlpk2bptRxy8Lf3x9OTk7gcGT7e6wKvi6naNEiqIk++WBnZwOLFlWPPTUELS0tsCyLoKCg6jalRvC5rRBUB5GRkejQoUN1m1FpfI4rRQDQq4kZ8oRijNvrh7uhSYh+n42D9yMxevcDmOqoYfl3jeQar7GFLpZ/1wjR73PgH125Wj/GxsY4duwYli1bhj59+mDFihUoKCg/cFxW6tSpg5UrV2LKlCmfjVr55cuX4eDggJSUFNy6dQvBwcHo3Llzpc33999/S+KTqoKHDx/CycmpSuaSla/LKYqKkq/9K0JNTe2rE3CsRTGEQiHS09Px3XffVbcplQaPx6tuExTCxdoA6wc3RXB8BkbufoD2629gyblA2Jlq48w0N+hpyH9dHT7EE0UmV80W+/Dhw+Hv749z587Bzs5Oqc7plClTIBKJ8O+//yptzMoiPz8fQ4cOxaBBgxAUFIR27dpV+pzOzs6oX78+pkyZovSxhUJhMWf06tWr2LRpE4YOHar0uSrCVxVoDSurwi0zae1fOTo6OrUrRajdPpOFsLAwMAwDOzu76jal0vjcAq0/ZqizJfo2rYNbIUlIzymAo7kOGpnrKPy3bahZ6Ei9z6q67fWYmBgEBARAW1sbFy9eVJoDzrIsdu7cia5du8LJyQktW7ZUyriVwcCBA8HlcnH06NEqnffPP//Ed999h6SkJBgZGVV4vPfv32P27Nk4ePCgxCnicrnQ1dXFhQsX0KpVqwrPoUy+rpWiNWuQ8+mNQUMDWLOmeuypQRgbGyM0NLS6zagRfK5fhlXF+/fvv3hZg89dskODx0XPxmYY6mKJxha6FXL28z6U+rj4LBZxaYrVVpOHt2/fokOHDujRowf27NmDlStXKvUz2bRpU2zbtg29evXCb7/9BtGnIRU1AA8PD3h4eODs2bNVrqbft29fmJqaYurUqRUey8PDA40bN4aOjg7S0tJARBCJRMjOzkZcXBzc3NyUYLFy+bLvbJ8gHjECP7AsxJaWhdKvfD6wcydQW/YD5ubmiI6Orm4zavkMSElJqVGBkZXB57p9Vhk8jCgsWxmWmIlhO+8ht6DynIjs7Gw0a9YMtra2uHjxIvr164f8/HxcvnxZqfMMGTIEDx8+xOXLl9GlS5dSxWsfPHgAVVVVjB8/vsrikIq2zYYOHVol9cWksWLFCpw7dw65uRVzgn/55Rds374dmzdvhpaWFoDC1ToVFZUaWzrpq3KK3r17h6tGRmCjogCxGHjzptYh+kC9evWQkFC5VbFr+TKodYq+HnILRFgheIF6RprYOtIJkcnZGLbjHkLiM5QyvlgsxvXr1zFp0iQ4ODhAX18fXC4Xjx49AsuyYFkWS5YsUfpqEVCYbeXt7Y2mTZtiyZIlUvuMGTMG5ubmOHHiBIyMjDB16lRYWVlBXV0dqqqqki93DocDlmXBMAwYhkGTJk2wc+dO3Lt3T265k/79+0NFRQWHDh1SxmUqxOTJk6GhoYFffvmlwmM1aNBACRZVHV+VUxQREfHFFrCsKPb29rWVpFEYU1S7fVY2aWlpNfYpT1nUOkWFnHr8FtHvc7CqX2P0aGSG7aOc8CY5Gz3/uoU5J58hJlVxTaGhQ4eCy+WiR48euHr1KhwdHbFr1y5ER0cXU1seNGgQ0tPT4eXlpYxLKgaHw8Ho0aPh7+9f4tjly5fx+vVreHt7Izk5GW5ubjh9+jQ6dOiAPXv24MSJE/Dw8MDNmzfx4MEDBAQE4M2bN/D394eqqipmz56Ndu3aQVNTExwOBxoaGjA1NYW1tTV0dXXB5XLx7bffFpvzwoULuHLlCi5evFjtn7FZs2Zh7969Cq+QpaenIzs7G0KhUMmWVS5f9p3tE7y8vNC0adPqNqNG0qRJkyoRcBSJCc/fpuJJVCreJGUhK08Ihzo6qG+qBVNtNTiaf5kKyV8SKSkpn33MTXkUOUVisfiLj58qi/vhyTDXVUM7u8KA295N6qC1jSH+vhmK/fci4RHwDsu/bYShLvJVCOjXrx88PDwgEAjQu3fvMvuyLIvFixdjxYoV6Nq1q9KTIRo3bozg4GCkpaVBV1dX0j5t2jR069ZN8iAtEAhkGo/P5xfTWcrPz0dgYCACAgLw6tUrJCUloVGjRjAyMsLYsWOxfft2dOvWDUuWLMGZM2cwfPjwKsk0K4/Fixfjt99+wx9//IF58+aV2u/Ro0cgIjRq1AgaGhoQi8U4ePAgFixYgF69esHBoXyh0JrEV+MUvXv3Dlu2bKkUUbAvAScnJwiFQgiFQqU/oSRl5iEmJQenHr+FR8A7JH/IYtFR40KDx8UZ//+K9JrpqEFMhHk97TG4ZV2l2lGLckhPT//iV1KKHKH8/PxiqxZfG6nZBSWcEANNHhb1ccRYN2v8ePgJ5p95DlcbA/ANNWUa88cff4SHhwdu374NV1dXmc4ZNmwYVqxYgZs3b6JTp05yX0dZqKurY+LEiejbty8uX74siX0pKCiAjY1Nhcfn8XhwcnKSqscTEhKC6dOng4jA5/OxdOlSLFy4sMJzKgMul4uRI0di/fr1Up2iBw8eYMmSJQgJCYG+vj6Cg4NhYWEBHo8HbW1tnDt3rsZllskCU5O2CpydnamynJZJkyZBT08Pv//+e5n9cgtEUOWyX2VqNsuyCAgIQKNG8gm8fUpugQgP37zH1RdxuBmciLcphUvsKhwGPRqZoXsjM7SuZwATncIvm9CEDKRmF+BJVApevctAeFIWnr9Nha97Z1joqVf4umRFKBTCzMwMnTt3xokTJ6ps3s+NadOmwcPDA2/evKluUyoVhmGQlpb2xdZ3K4u4tFwceRCJzd6h+LGTLeb2sJfaLzY1B102+KAlXx8Hvm8Fli3/vmlra4sOHTpg7969ctm0b98+yZaVshGLxZg0aRLCw8Ph6ekJFRUVDBw4EC9fvsTLly+VPt/HHD16FO3bt0fdujXvITA9PR36+vo4cuQIhg0bBgB4+vQpli5dCn9/fyxZsgTjx4+HiooKhEIhXr9+jfj4eHTo0KFGrLAyDPOYiJzlOeerWCl6+/YtTp8+jfDwcMSk5kCTx5GImKXlFOBuaBLi0nNx9HYwXqcIwWPEUIEIYoYDZ1tTDHSqi37Nzb94R0lNTQ1Pnz5V2CkSPI/FBs8QxKTkIF8khroKB+3tjDC2jTW01bho38BYqpNT30QbAOBsbQAAeJuSjQ7rb2DXrXC5FXgrQs+ePZGXl4fdu3dX2ZyfI/Hx8V/N6snXVvomPbcAG64G49CDKIjEhO+amWNG59L1qMz11LH0W0csOBOAf26FYVrH+uXOkZCQoJA+0KBBgzBjxgxkZmZKVnOUBcuy2LVrF5ydneHr64vOnTvD1NQUV69eVeo80hgxYkSlz6EoRAQHBwdMnjwZ69atQ0REBNTU1LBgwQKcOHGi2H2Ay+XCwcHhs9su+5SvwilSU1MDEeHsixSsuBgEFgQrPR60NTUQlpiJ7I9q+gjfxyIvMQwAg4L8XNxMa4Zbr5NwJTAOvw9pCm21LzeWQltbW2EBx4SMXKwWvESeUITxba3Rqp4B2tY3krnG0sfU1dfA8FZW2Hf3DdrWN0I3R1OFbJKH5cuX48aNG3j48OFXuTIgC2KxGCNHjsTZs2fx22+/Vbc5VcLX4hQ9i07FkvOBCIhJAxEwujUf49taw8a4fOdjuIslfIITscnrNYY6W8JIq+y6cVlZWQqlmmtra6N169bw8vJC//795T6/PFiWxYABA3D27FmsXbsW3t7eWLlypdLnqemIxWLcuHEDe/fuhUAgQKdOnTB27Fh06tQJ1tbWMDQ0/KIXCL4Kp8jIyAhcVXX8fjkI+bHBEMaHIkjbCAzLhTg9ATmvbuHbjq2w8fd1MDM2lJyXmZmJQYMH4/57dVyh7xGVnIGz09tDlftlpiMbGRkpVCwxNCEDQ/6+h3yxGLvHuKCNrWH5J5XD8m8b4X5YMv6+GVrpTtHly5excuVK/P333zWuDk9N4e3bt3Bzc0NSUhKuXr2Kbt26VbdJVYIya2/VVO6HJ2PsHj8YaPLwUxc7dLY3QdO6ejKfzzAMpna0xZUXcTj6IAozupS+shQREQEigqOjo0K29unTBwKBoFKcoqLxW7ZsCV1dXTx48ADOznLtvHz2vH//Hq6urtDU1MT48ePx119/KUXV+nPiq3CKAMC403hkCwHLlCe4d/kAAODJkycICAjA6NF/SQ0u1tLSwtUrV+Dt7Y0xy/9GkNs4NJqyGR2b26GnW3N818wcPG7175sqi0mTJmH27NmYN28e1q9fX27/uLRc+EUkYcn5F0jLKUy7dOLrKcUWHpfFEGdLrLvyCm+SsmBtJFsQp7wkJSWhf//+GDlyZKXU+/kSOH78OEaPHo369evj+fPn0NPTq26TqgSGYb74laLcAhF+PPwEdfXVcWJKGxiWs8pTGs0s9dC7iRk2e79GJ3sTNLbQldrvzJkzkgLUitCnTx+sX78eRFQpqxXNmjUDh8NBVFTUV7livHv3brRu3RoHDx6sblOqjS/nG70MxGJCtrkTtFLD8eDiIYkomLOzM8aPH19utlXnzp0RdfMEXM1VIDRuAK8YBnNOPkO7FeeRk1/zJOIV5eeff4aDg0O5hWHFYsIfV4PRfr03Zh57hszcQodo2beOSl1F69/CHBo8DuafeQ6hqHLUZI8ePQoul1utQmk1FbFYjP/9738YMWIEpkyZgqCgoK/GISriS3eKLj0vzAZd1a+xwg5REWv6N4GhpipmHvVHvlD65/XYsWMVqjdmZ2cHLS0tqbpCyoDD4cDMzAypqamVMn5NRigUYvv27fjpp5+q25Rq5atwiq7fewyoqGH2qLL1MMqCZRkcn9kdr1b1xIWpreCYE4iEAh4WH7imREurF7FYjFevXpX6oSAi/H71FfpuuY2tN0LR3FIPANDaxhB/DWuO8W2VK4xZR1cdq/o1xv3w9/jp+FNk5ytfBOzZs2cwNa38mKXPjbi4ONjY2OD06dO4dOkStmzZUt0mVTkMw3zZ22eHD+Ppr5uhnZuJNl2dgcOHKzScviYPi/s4QIXLwu9DaZBPKVyZH12hefr27Yt///230kRWjYyM8O7du0oZuybj5eUFMzOzr27L8FO+Cqdo745t6KD5Dt/YV/zLT02Fg6Z8Y3hscod2XiKO3QlBbGysEqysfg4dOgQOh1OqmNr5p7HYdiMMMak5mN/THgFv01DfRAs7xjijfwuLSrFpUMu6WNTbAR4B7zBw+11k5SnXMQoODoaVlZVSx/zcOX36NPh8PlRVVREdHY1evXpVt0mVilAoLHVFKC8vr4qtqSIOHwYmT0Yc8WCRnggmMhKYPLnCjlErGwMEx2UgIjmrxLE7d+4gPz+/wk7RvHnz4Ovri59//lnp9cju3r2LxMTEzz6DShEiIiLQvHnz6jaj2vninaKIiAhcvXQBW2YOga0MmRTy8MN37aBiaotWP6xHfv7n/0S5a9cutGjRQuqxnHwR5p1+DnszbTxY2AW/XXmFXKEYUzrYQEu1ckPTJnWwwY7/tcSruAwc9YtS2rgREREICQmBvb10DZavkczMTAwZMgRjx45FcHDwFx9kKRaLYW5uDlVVVbAsC1VVVejq6sLCwgJisfjLXSlatAjIzgZLhBgdYwQb8YHs7ML2CmCoqQodNa6kiOzHbNu2DXw+XzHhz8OHAWtrgGVh1ro17s2YAX9/f4waNUqpjqu3tzeGDh1adjzRR7bA2rrCjmRNQCgUIiAgAAYGBtVtSrXzRQdai8ViTJgwAfPmzSsm364sxrlZ4+7rBNxBNzSaexQP1w6X6B99SnZ2Np49e4Y3b96gVatWsLW1lWmOUaNG4fLly5Kl4o+XjD9tk6VPWf8uS6OHy2HgZKkHI23VYkvjQ5zlk/dXlK4OpmhgqoXfLr9C9PtsLPu2UblCcUKhELGxsYiKikJ0dDT8/Pzg5+eH0NBQJCcnQyQSQUdHB+PHj6+Sa/gc+Ouvv6ClpYWdO3dWtylVwqxZs5CRkYG0tDTExMQgJCQEERERiIqKQmpq6mepyCsTUYUPFw/rOqCAo4LvBy/D6UNzYRZVsYcODstgoFNdHHkQhfj0XJjq/Kdjc+PGDQwcOFD+QT+saqGoDFFkJDR//hleW7di2IUL6Nu3L06ePKmUeDdnZ+eyk0yk2ILJkwv//RkWF09JScHu3buxbds2WFhY4J9//qluk6qdL1rReuvWrTh8+DBu375daVW984QirDl5DweepaE+xcBr3WSp/SwtLREbGwsej4fc3FzY2NjA3d0dEydOlGRihIWFYdmyZbh//z7q1asHCwsLHDhwAIsXL4aWlhYYhpFUYv7058dVmj/+KU+bvr4+OnToUOq17rkdgZWCIOiqc5GWI0RzSz2c+7Ftpbyv0khIz8WCMwG4/ioBZ6a5wclKH2KxGH369EFAQACys7ORm5uLgoICiEQiicPH4XCgoqICfX19NGjQAK6urujRowc6dOhQ7UUXaxoODg6oX78+Ll68WN2mVDpv374Fn8/H1q1bMXXq1Oo2p2qxtoYoKhp2c85iUIAXLjl0AIfEGBl+Fz+f3AB1nuL3y6jkbHTd6IOejcyweUThynN6ejp0dXUREhICO7vSU/ZLsxWRkSXb+XyIwsLwyy+/4OzZszhw4AC++eYbhe0GCrNR69Wrh5SUFOn3hjJswWek8B4UFIQtW7bg2LFj6Nu3L3766acvMpZIEUVrEFGNebVs2ZKURUhICBkaGtKrV6+UNmZZuC0/R3x3Af306/YSx1JSUggAhYeHExHRq1evqE+fPsTlcklNTY169OhBZmZmBIDq1q1LI0aMIBcXFzI2Nqa5c+dWif2y4hOcQG1/u058dwEFx6UrffygoCAKDQ0t9fiqiy+o/sJLlJqVTwUFBeTo6Eiampo0e/ZsWrduHR08eJCuX79OoaGhlJOTo3T7vmTy8vKIYRjy8fGpblOqhBYtWpCdnV11m1E9HDpE8UZ1iO8uoP0t+lCIoSVNG7iQ+O4CGrXrPolE4goN/6dnMPHdBfQgPJmIiNatW0daWlqKDcYwREDJF8NIuly6dInq1KlD7u7ulJeXp9A0cXFxZGBgQA4ODpSWlqawLTWVd+/e0b///kvdunUjU1NTWrp0KcXGxla3WZUKgEckpx9S7Y7Qx68KOUWHDhHx+UQMQ2IrK1pmZ0cbN25UfDw5iU3NpiYLzxLfXUCdV5ym9Jx8ybHSbggFBQW0bt06sre3p/Hjx1NkZGSV2VsRdviEEt9dQG9Tsis8Vk5ODq1atYpatmxJampqBIBYlqX169eX6CsSiajXxhvU/tcrdOb8RWrYsCFpa2tTdHR0he2oheivv/4idXX16jajSjh+/DgxDFNlD001Ee+/jxHfXUA+9ZwK752HDtGBuxHEdxeQ98v4Co2dky+kJsuu0PQjT4iIyMnJiTp37lzueWlpaSUdEj5fuiPC5xfrFh8fT3379iUnJyd6+fKl3DaLxWLq1asXLVu2rPROMtpSExCLxfTkyRNasWIFubi4kJ6eHg0dOpQOHz5Mubm51W1elfD1OkWHDhFpaBT7I81hWRIdPKjYeAqSnpNPgxb9Q1bzLlCPX89TWEIGERG1bNmSOnbsWKW2VBaxqdnktNKTnFdfowKhSOFx3r17R4MGDSIul0uamprUuXNn2rFjB+Xk5NCGDRuIZVliGEbyAkAASL/LZOK7C8hs+BqytLSkd+/eKfHqvm6aNWtGXbp0qW4zqgQjIyMaPnx4dZtRbYhEYpqwz48cllymnHyhpD0nX0gNF3vQz8f8KzR+Tr6QRu++TwvPPCciIh6PR/v37y/3PAcHB1JRUaFTp0791yjl/k4aGoXtnyAWi+mff/4hQ0ND2rZtG4nF8q14xcTEkLGxMfn5+UnvIIct1UFWVhZduHCBJk+eTObm5lS/fn2aNWsWeXt7U35+fvkDfGF8vU5RDfPe+876nazmFK4aOfz4D/GMren48ePVYouymXXcn+wXX6YQBbfO/P39yc3NjRiGIQsLC9qxY4fUfsnJyRQUFEQhISEUHh5OlpaWNGrUKBKJxPT7lVfEdxfQk8j3FbmUWj5CJBIRh8Oh8+fPV7cplc6VK1eIYRhKSUmpblOqjeN+UcR3F9BOn7ASx369FETW8wX06p3i2+PR77OI7y6gY36RlJeXRwDKXQmPjIwkhmGof//+xDAMTZw48b+Dhw5RjqkpiQB6r6NTrhPy6tUratmyJfXp04fi4uLksn3v3r1lr2p9tCtRtMJWnYjFYjpy5Aj16dOHtLW1qVOnTrRhwwYKDg6uVrtqAl+vU1QD93mHjp1EOq0GkdXPhUvULVddo2XnAylGCVtO1cX7zDxquNiDFp19Lve5ISEhZGdnRwzDUJMmTcjLy0uu8zU0NCQOVFpOPrVc5Uk9NvpQZm6B3LbUUpI9e/YQj8erbjOqhBYtWlCbNm2q24xqZdD2O9Rjo4/UlZTkzDxqsuwKDd9xT+6VliJC4tKp31ZfuhJYuJKrp6dX9rYUEQ0aNIgsLS2JiOjcuXPE4/GoQYMGtHDhQjI2NpbcOzgcDnXp0oX++ecf2rNnDx05coROnTpFb968KTZeXl4eLViwgMzMzOjixYsy256enk6ampqUlZUl30VXAzk5OfT9999T48aN6dixY1+1oy+Nr9cpqmErRUSFT94AKCwmgfbdiaBphx9T/YWXyGHJZfJ4/vkFt+UWCGnIP3ep/sJLFBRbShBiGdSrV49sbGwoJCREofkBFAvAvhmcQPXmC2jg9juUkP517I9XJq6uruTm5lbdZlQ68fHxxDAM3b17t7pNqVZarvKkeSeflXr8wL03xHcX0Dn/twqN7/0qnvjuAroflkRERO3atSMDAwNat24dBb54QUREv195RU4rPWmzVwiJRCLi8XjF4kBjYmLIxsaGtLS0aPz48ZSYmEhERH5+fmRmZkZaWlqkoaFB6urqpKqqSgzDULNmzUr83966dYv4fD6tW7dOZvvd3Nzo2rVrCl17VfH27VtydXWlwYMHU0ZGRnWbUyNRxCn6MsQb16wBNDSKNWUDiK/GGi5Fae6pcdEY62aNbSOdcGNOR9ibaeOnY08RkVRS8bWmkZ5bgEvP32H5hRfot/UO/CLe448hzeBQR75CiX/++SeioqJw584d+dNxP8Dj8XD79m3J7980MMbWkU4IiElD940+eBadqtC4tRQSFxeHhISEL77W18aNG6GqqgpXV9fqNqVaMdDkITmrdNHDka2s0MRCF+uvBEMsll+2RVddBQCwxTsUY/f4Ian5WHDbTcDWSFP0ORABiym7sfVGKN6npmLDtRD0/2k1AGDmzJmSMczNzREWFoaMjAzs2bNHIiTq4uKCd+/eISMjA1lZWRIpjidPnoDH46Ft27aoX78+Lly4AABo37497ty5gx07dmDbtm0y2d+5c2d4e3vLfd1Vxd27d9GqVSv069cPJ06cgJaWcoWJv2a+DKdo1Chg585CrQiGAfh8XB44EHOePKlWs1RUVBARESH5va6+BraNckK+SIxdvuHVaFnZRCZn4ccjT+C08hp+PPIExx9GQ02Fg03Dm6Nfc9nLebx9+xbOzs6YM2cOli5dCjMzM4VtatKkCfbt21esrXeTOrg0ox00eFxMP/qk0orGfg3cvn0bycnJsLGx+aKLYc6aNQssy6Jbt27VbUq10sJSH/fCkkutJ8hhGUxsXw8xqTm4F56swPh6mNrRFoGxaYhNzUFubh50G7igm4sjfuxoC1d7S1gzCeAH7AElhuEpxx4D/zdBotmmCM2bN4efnx/CwsJQr1499O/fH3Xq1IG3tzcsLCzg5eWFdevWYe/eveWOVZOdol27dqF///7YtWsXFixYAIYpW8S2Fvn4cpTrRo0qpijaLT0dU+vXx4sXL9CoUaNqMUlVVRWRnwh96WvwYKSliiMPouBma4i+Tc2rxbZPEYsJXi/jcfVFPG4GJyCnQISxbtbo0cgMTlZ64HJkv1kJhUJMmzYN//77L2xtbeH/9Bm4RlYlFG7lYcSIEViyZAmEQmExUTU7U20s6G2P6Uf88SgyBa1tDBUa/2unbt26ePPmDRo1aoT69esjKSmpuk2qFIyMjGBra4sHDx5UtynVymDnujj+KBpnnsTgf635UvuocgsFHBWpN8gwDNx72sO9Z2EJHQ2NXti8eTMmjnMp7NCzqLTOeEQmZ6HHX7fAazoOaTkFklUmRalXrx6uXbuGpKQkDBkyBL1790ZsbKykvVOnTtDQ0MCwYcNKHaNNmzYICQlBWFiYzNUHlElubi7WrFmDrKwsODk5QSQSISIiAk+ePEFoaChu376NBg0aVLldXwNfxkqRFHR0dDB37lwsXbq03L6TJk2CiYkJdHV14eDggNevX5fo8/LlS7x9+1YuG+rXr4/z588Xa1NT4cBrdgc41tHBmksvEZuaLdeYlUFiRh7G7XuIyQcf42ZwAhqaaePElDZY0tcRreoZyOUQnTp1CgYGBjhy5Ah27tyJkJAQNLB3RJ/Nt3H6iXzv38f8+OOP4HK56NixY4ljHRuaQEeNiy3eryESk1JqE6Wnp+PWrVvYsmULpk2bhp49e6Jp06YwNzdH165dv8gvVR0dHbx8+RLJyfKvDHwOCIVCNGvWDGFhYfD3969uc6oVZ74+nKz0sMEzuNStfP/oFACAa72KPWjk5uYiJycHffv2lXqcb6iJhb0d4BOSiMMPpKhFK4iRkRGuX78OMzMztG/fHgDQsGFDXLlyBTNnzsTly5dLPVdNTQ2zZs3CogrWglOEly9fwtXVFUFBQTAxMcGFCxdw7do1iEQiDBgwAPfv3691iCoTeYOQKvOlTEVrokLNhml6epRrZlYsfVIkElFGRgbFxMTQhAkTiMPh0Pz582nz5s3UtGlTYlmWpk6dSn5+fuTr60uurq6FGjn6+lRQIHu2065du4jH45FIVFLP52FEMrVb503fbvatsHqsouy7E0EtV10jvruA7BZ50P67ERXSHkpOTiaWZWnkyJEl3qeGiz1o1cUXFbI3KCiIuFwuTZkypcSxw/cjie8uoJErz9JrC7viAfdy6IicOXOGeDweASAOh0Pa2tpkZWVFzs7ONHDgQPr555/J0dGRGIYhAwMDmj59OiUnJ1foumoSWVlZVHhb+PK4fv06AagV+/xAWEIGNV52hYb8c5fypXzuF555Tnx3QYUzPM+fP08qKirl9nsalULvUpWvQh8dHU08Ho+aNGkiyc66e/cuGRsb0507d0o9LzMzkzQ1Navs8y0Wi2nnzp1kZGREO3fuVDjzr5b/wFebfVYahw5RHpdb7AsyE6ARH4QAARCXy5Vos5w5c4YSExNp165dpKWlRSzLEsuyZG9vT76+vqSlpUWDBw+Wefoi7ZeTJ09KPX7h6dsKZXhUhNuvE8l2wSXqt/U2bfV+Ta/jZdckEYlEJRy9jIwMcnZ2JnNz8xL9X8dnlKqJIi/nz58nhmFo27ZtJY4d84skx9mnyHreBXLvOYOyVFTlykTcsGEDMQxDP/zwQ7mlApKTk2natGlkYGBADMNQo0aN6MiRI4peVpVz/Phx0tLSIl1d3WJ/0xkZGV+sU1RQUFCbefYJW71fE99dQGeelHQUi/TAFNUkK2Lq1KlS7wtVyZs3b8jCwoLU1dXpypUrRFSoV2ViYkLPn5cuMaKhoUHp6covZ/QxoaGhtGHDBnJzc6OmTZtSUFBQpc73NVHrFH1KKan6YiurYt2CgoLI2tqaGIYhlmXpu+++k6R/EhXqXUycOJE4HA41adJELhNcXFzIxsZGah2unHwh8d0FNPrfBwpdnqxk5BbQyUfRtFrwghadfU5D/7lLfHcBddlwk5Iy5Etnv3//PqmqqhKHwyF7e3uaN28ejRgxgjgcDhkaGpKvr2+Jc55GpRDfXUBnnyjH+Vu9ejWxLEvXr18vcSxZQ5dWdZpA1vMu0A/9F1AOR4Vk1awyMDCgadOmyW3P3bt3qXPnzsSyLE2fPr3MvoGBgVJXDhUlJSWFJk6cSGPHjqXVq1fT+fPnKT6+9BINIpGIBg8eTAzD0Lhx42jt2rXEsizt27ePiArLLACg/fv30/nz58nHx+eLKoVhaWlJ48aNq24zagxhCYUPLCceRpU4FpGYSQ0WedD4vX4Ul6b4Co6xsTFNmDChImYqBZFIRCNGjCCGYejcuXNERHT06FGysLCgsLCSD2xCoZBYlq3w5zUxMZHu3LlDly5dosOHD9PWrVtp9erVNHPmTHJ0dCRTU1OaNGkSCQQCheu21SKdWqfoU8oQdczKyqL+/fuTiYkJMQxDLVu2pPj4eDp58iRZWFgQwzCkqqpKmpqaxOVySUdHR+rqRHmEhISQvr4+6enpUUBAQLFjb1Oyie8uIL67gEbsvEeXA5RfsuJZdAp1+v0G8d0F1GCRBzVbcZX6bvalDZ7BlCHnsrinpydxOBzq27cvXbx4kb777jsyMDAgExOTUpWpiYjyCkTEdxfQusvy1yMqjS5dupCNjU3JAx8c4Z0uA4jvLqBZfWbLtFJUtG1UVLRXEc6cOUMsy9KcOXNKHDt+/DiZmJgQANLU1KRp06bJpS2SkZFB7dq1IzMzM6pXrx41atSIWrRoQSzLkpGREdWvX58MDAwkW39WVla0du3aYtuYISEhZGZmRhoaGuTp6SlpnzhxImloaFBeXh7l5eWRsbExqaurE4/HIw6HQwDozJkzCr8vNYWCggLS0tKSuv36tZKdJyT7xZclNco+xf3UM+K7C8hxyWWKTJJfzNDX15cYhqlRW8xjxowhdXV1yedv27ZtZGdnRwkJCcX6paamkra2tsLzBAcHk6OjI+nq6lLr1q2pV69eNGLECJo6dSotWLCA1q9fT/fu3VPqQ1Itxal1ij6hoG5dqU5RJMOQiooKGRoa0rx58+jSpUslzn38+DGdOnWKdu3aRQcPHqzQH25eXh61b9+eOBwOxcTEFDu2wyeUJh94SO3WXSfbBZeUtqcuFIlpzQe5fufV18g3JLHCsUtNmzZVSODv+ss44rsLaOL+h7TrVhhdfBYjt0P2KcuXLycjI6OSBz6qTfRL75/IYdZJEssQU7Rnzx5SU1OrkE1ERMeOHSOWZcnOzo6aNWtGrq6uZGlpSSzL0oABAygxMZEWLFhAenp6xLIsde3atdzl8hs3bpCmpiaZmprS/PnzacqUKTRkyBDq0aOH1HpSoaGhNHjwYFJXVycOh0PffPMNzZ07lzgcDrVs2bKEMyYSiUhHR0dqLbCi7bSyVp8+F8aNG0eamppyxQV+DRRtk0krAisWi+leWBLx3QX0r6/8Dwxt27al5s2bK8NMpSESicjExITat28vaVu0aBG1atWKMjMzJW05OTlkYGBQQilbFlJTU8ne3p62bNlCQqGw/BNqqRRqnaJPEB44QJmfOET5KiokGDGCdu3aVeUeuo6OTqmqqoExqcR3F9CScwFSj5fJJ7V4cg8cokn7HxLfXUALzjyntBzlFALU1NSkzZs3y33endeJkhWxolfzFVepy4abNP3IE8orkP//YceOHaSlpSX94If342/XQcR3F1D6/vKDrHv27Cn31mhpXLp0iUaOHEn9+/en7t270+DBg0s4w0REJ0+elJQ+adCgQfEimB+YOXMmMQxDAwYMUOjv9ciRI9SkSRNSU1OjFStWlNrv1KlTxDAMBQYGFmvfue8Qadm0+OyDPt+8eUMMw3xWcV9VRb5QRHYLPWhWGUVgGy29QvNPy1feJysri1iWlavERlXx7NkzYlmWdu/eTUSFzt+4ceOoXbt2xVT3Z8+eTXPnzpV53Ldv39LYsWPJxMSEZsyYoXS7a5GPWqdICssbNKBsE5MaUbzP2dmZunbtKvWYWCymlquuUbMVV+XL9vikanMOR4UmDFlGfHcB7b2t+FbQpxStGHxalT5fKCK/iORilbalEZ+eQ2+SMiklK4/uhSXRtMOPqf+228R3F5DgmfxlTzw9PQkANWjQgIYPH0779u0rUffHJziB+O6CcrclHz58SAzDyFTFuzIICgqiLl26EMuypK2tTcbGxqSjo0NqamqkoqJCBw8erBI7WrZsSfXr1yeiQieiefPmpOfSj/juFSsOWhOYOnUqmZmZVbcZNZZ68wX0q0fpK5Zj/n1AfHcBXXshe3HVOXPmkK6urhKsqxxmz55NXC5XEnhfUFBAf/75JxkaGtLKlSspNzeXwsPDydDQsNgKUln069ePpkyZIjVGqZaqRxGniCk8r2bg7OxMjx49UuqYv/zyC4yMjLBgwQKpxy9fvox79+5BVVUV6urqUFdXh4aGhuSnhoYGNDU1i73U1dWhqakpt/rqqFGj8PDhQ4SEhEg9PvfkM5x8/Ba+8zrB0kBDap8SWFsDkZFIVdPCLpcBuNzQDeGGllj56DjGeB2Qy76yOHToECZOnIjc3Nxi7QvOBOCoXxS0VbnYPKIFOtmblD3Q4cPAokVAVBQK+NawG7YFuuoqeLq0m1zKrGKxGEeOHMGlS5fw5MkTREVFITc3F+rq6rCysoKTkxNm/TIXc71TwbIMrs/+Rur4QqEQpqamaNq0KW7cuCHz/JVBZmYmNmzYAJFIBAMDAxgZGaFnz56S8gaVTWxsLCwtLbF161YEBgbiwIED+GH2fBxLsYGaphb+GuGMPk3rVIktyqZ+/frQ0tKCm5sbRo0ahbZt21a3STUK59XX0MXeFOsGN5V6PCO3AP223YG+Bg+np7rJNKahoSGGDx8uc2mN6mDAgAEQCATw9PREp06dAABRUVFwdXWFSCRCcHAwJkyYAD6fj969e8PQ0BCGhobQ0tLCmTNnsG3bNsTExEi+F4RCIQICAqCmpphIbS3KhWGYx0TkLNdJ8npRlfmqjJWio0ePUv/+/SkuLo7mzJlDNjY2ZGRkRHZ2dpJ0amNjYzIwMCBdXV1JkUE1NTXi8XjE5XKJw+EQwzDEMIwklb/oxTAM1atXj5YtW1asqrJIJCJPT89iAYZt2rShzp07l2rr3JNPqf7CS5RbIMce9Idg8v8NXUk2c89Tj/Fb6JZ1c5myreShU6dOZGdnV6K9xUpPyZZYn823KDW7jK26T1a1CKAxw1cR312glC2+5ORk2r17Nw0bNow0NTWpbdu2tOFqYbxEk2VX6GFEyWDPadOmkaamptTswK+RmTNnkpqaGjk6Okq2E0dPnUXm4zbJv4pZgzA2NiZVVVXS19cnbW3t2uDWT+j0xw2advhxmX2mHX5MfHdBuavCREQTJkwglmUpLU3+4tFVzcCBAwkAOTk50fTp02nixIkSHbJ+/fpRYGAgDR06lDp37kzNmjWjunXrkqamJvXt25c8PT0pPj6ewsPD6fnz55SUlFTdl1PLR6B2+6wkr1+/JpZlCQAZGhrSsGHDaNmyZTRmzBiaPn16iS2X8li9ejUZGBhQQUEBpaen08OHD2nQoEGkra1NDMOQvb09TZs2jRo0aCBxojgcDunr6xOAUnWO3mfmkd0iD5p9/GmJYxkZGbRu3To6f/58yZs5n0/xmvpkPe8CbWg38j+HQwZdHlmZOXMmsSxLXl5ekrbM3AIa/Pcd4rsLaN+dCDrmF0nW8wVkPb9QYkCqcyRFImGb62DiuwvkcwRloF27dtS5c2eKS8uhaYcKb+Z2Cz1KbNW5ubmV6ah+bYhEIrK3tyejDv8jiym76X9brtLd1wlk2KQj8d0F9MC5c43YilaUvLw8UlNTo4ULF1a3KTWG3AIhNVzsQSsulC2uetwvivjuAvrh4KNS++Tl5ZGLiwtxudwaGUskDQcHB9LX16fu3buTubk5aWlp0aFDhyTXsmfPnuo2sRYFUcQp+nJqn5WCra0tjIyMcOjQoZJFIA8fBpo3B6KiACsrYM2aYvXTpPH06VOoq6uDy+VCW1sbzs7OOHXqFADgzp07WLNmDc6fPw8DAwM8evQIjo6OuH//Pu7cuYMjR44gLi4OYrEYGzZsQGBgIKZNmwZXV1d4BsUhXyhG54+2n4RCIVavXo21a9eCw+EgLy8PjRo1wtOnTyVbdwWr12DRhdfgiMUYGPhh+0dDo/BalMCKFSuwZcsWnDhxAl26dJG07/AJw6PIFMzsXB/DXCyhpsJBYwtdTD/ij1shiXgSlYJODT/ZSouKKjG+RkHhdlxyZj7M9dSVYjNQWFpAR0cHh3Ztw5Xt28Go60HYZjxmHBUjK68phrpYAgBSUlLQrFkzpc37ucOyLF6+fAm/iPf4/q+z8Hn9Hrff+mFq9344CMCf1UMrIiAyEpg8ufCkcj4zNQkej4fZs2dj06ZNWKOkz8jnTmRyNnILxDi4aRUe7syEi4sL5s+fDx6PV6zfUBdL3AlLwrWgeKnjxMXFoUWLFsjJyUFQUBDs7OyqwvwKMXHiRISFhSEsLAx169YtcbxHjx6Ijo6uBstqqTbk9aIq81UZK0VERCtXriQHBwd68uQjLQ4pWznllYPIy8sjAAo/OUyfPp14PB7p6uqSiooKWVtbE8uy9Ns/B6nBIg9yXHKZXsenk0gkolGjRpGKigqpqanRggULSCQSUWRkpGRbqIhl5wML02W7jVX6E/zmzZuJYRjatWtXsfacfCG1+dWLBv9dUiL/xqt44rsLaKv365IDSlkpCjayIr67gDZ5hZTsXwGaNGlCpqamxDAMDRkyhKZMmUKt2rQlk6Erie8uoGN+kUREZGFhQT///LNS5/6S6PXdADIbtY747gKyn3WK6s29QOvbj6ZMFTWlr0hWFXfv3iWWZavbjGpHJBJReHg4Ldm4i/juAuo2fg41b96cAEhUnz/lp6NPqO1vJUVTIyMjSU1NjRo0aCCX/lZ1cvLkyWJCjtKYOnUqbd26tQqtqhyCgoLo0aNH5OfnJ3PQ+JcAarfPSufQoUNkZGREPj4+hQ2lqF2Xd5Pn8XgKZwO9efOGBg0aRD///LMkhmXBoiVkPmE72c4+Ris3bKXHjx9L9qy3b99eYrssICCAGIah0NBQCnhbmMa/7HygtOkqxMGDB4lhGFq/fn2JY0VxOndeJ5Y4tts3vHCbJVyKWFspjugPa86Q/eLL9PKd8uIPinSAikq4FLH6198KHaN5F+j0o0jS09OnP/74Q2nzfmnMnj2b1NQ16GTjztR3zJ/kNP0gWc89T2MHLyexjErhNQ1/f39iPkO7lcXx48clopwASFXflPjuAjp4740ky7Q0x2a14AU1WORRolZa69atycbGRq5YLcGzWPrlxFN6EVP1cUfJycmkqqpKEydOlHq8YP9+yjQyIhFAWcbGn+VWMVFh6MXo0aOpTp065OTkRGZmZlLv6V8qtU5ROXz//fe0YcOGwl/KULsuDZFIREZGRjRs2DCl2bTDJ5T47gJq2GkQaWlpEQCys7MrM9bJxsaGmnUbQi6rr5HL6muUkqVcafjz588Ty7I0f/78EscCY1LJdsElmnXcX+q522+Ello2gIhKaCrRoUMUl5ZDTis9yWmlp0xBnOWxZ8+eMp92r/rcpbqTdxDfXUDG382lEyek16arhcjc3Jx++OGHYg8RRWrhT83sPsuVolevXn3VTlFaWhppaWlRu3btiOi/ckNbvV/TuXPnyizees7/LTVedoVexKRK2u7fv08Mw9DDhw/lsqNolbvTHzeqXAerKGD6UycuLS2NTg8aRFmffj/IUVS6puDv708NGjSg77//XrI6tH79epo9e3Y1W1Z1KOIUyZdT/pkzadIk/Pbbb4Up8VZW0jtJaV+4cCE0NDTA4/GQk5ODxYsXV9iWY35R+O3yK/x+NRhdHUzwyvsUMjIyIBKJEBISAj09vVLPnbf5MFKajUJaUjwOTnCFngav1L6KMHnyZHz77bdYu3ZtsfaE9FxMP+IPPQ0elvZ1lHpuJ3tjAMCd0CTpg48aBbx5A4jFhT9HjYKpjhp+6mqH5Kx8hCZkKmRzbGwstm7dioEDB2Ly5MmYPXs2evToIbVv9w5tEPD7CKiGekPD4RuciNXFzeCEwqeEWoqRnJxcmKq8Zg1yORwAQKP4UABAhq6B0mLXqhJ9fX0QEY4ePVrdplQLOjo68PX1xd27d3H8+HG8z8ovbFdXwa1bt2BoaFjquU3r6iIjV4i7YcmStlGjRsHNzQ3OzrJnPke/z8a+u29grquG+LRcBMdlKH5BcvLXX38hMDAQN2/eLCGr4ufnh5anT0Pj03tBdnahlEgNJioqCidOnMD8+fPRo0cPdOvWDcuWLcO///4LTU1NAP8tgtRSOl98oPXHtG7dGmvWrEHHjh2xyNoak2JjwSso+K/DhwDl9+/fo2nTpkhNTQUA5OfnY+nSpXBxcUHbtm2hpaVVITtuvErA/DMBAIBmdXWxYWhzybGytI+ikrMhCIjFlvupaGCkBp+Vo7Ei/hKOHDlSIXs+hcvlwsbGBgCQll2AG8EJ8AlJhOB5LDgsg8MTS3fEGppqw1CTB46cGk5tbAyhwmEwYtd9rBvUFL2byK6HM3v2bGzcuBGamprg8/mYPn06NmzYUOY5ejraeLx/JSy6fY+Q7t9j3N6HcLLSw9aRTkoN+P6cmTp1KgoKCtC1a1fAwABH9+1Dtxs3oCIWAwDyfpoFjBpWzVbKj4mJCWbNmiXRDfvzzz+r26Qqp3nz5rC2tsaVK1fAa1Co2dTUQhf7nj4Fn88v9TxrQ020qmeAPzyDwTfUREqgDyIiInDz5k255j/xKBosA/w6sAkmHXiE3pt9MbWjLWZ1bQAup3Kf1YODg2FiYgJbW9sSx7p27QpimML1oU+RkihSHRARsrOzkZ6ejoSEBFy+fBmnTp1CVFQU2rZtCycnJ8yYMQOurq4wNjYudm5wcDBatWpVTZZ/Jsi7tFSZr8rePiviyZMntG/fPjrSty9FsSyJARJbWRF9SMM0MzMjPp9Pu3btonXr1lFiYsnYGUUQisR0/mkMOSy5TF033KS3KdkyLxsXCEXUclWhJtDQf+5SfHoOnTt3jgBIrRZfESwsLOh/4yfQ6cfR1PpXL+K7C6jefAEtOvucAt6mlnlueGIm8d0FdPRBpNzzBsakkusaL7JdcEnm90UkEpGamhqtWrVK7vlu375NLMtSXoGIjj6IpMZLr1Db365TcmZtpephw4YRy7LFglDHjh1LdnZ2lJ0npMbLrtDMo9KLiH4uHDlyhDgcDv3666/VbUq10LlzZ2rTpg3NPv6UnFZ6kkgkJicnJ+rVq1eZ5yVm5NK3W3zJer6A6vT6kXqPmS53XcWRu+5Rz79uEVFh0eqfjj4hvruAZh59UuG6iOUREBBAAEqvSK9gvGll8eDBA/r222+pQYMGZGJiIin6bGpqSg4ODjRt2jTy9vaWqaafm5sb3bx5swqsrhmgNiVfNlq0aIEWLVoAY8ciOjoaroMGwdraGv9+9x1at2iB/Px8vH79usIrQh9DRPjpmD8Ez9+hkbkO9o5zgYmO7Kqn+SIxkjLzMaKVJX4d0AQMw2Du3LmwtLREx44dlWbnoUOHkChSx2ubIZh94hmsDDTw9ygnOJrrgG+oWe75KdmFS/HRKdlyz93IXBc/d7XD/DMBOPYwGiNalbLF+RG//vorgMItTnmpW7cuxGIxYqIjMbxVPdjX0cHQHffQf9sd/NTFDt81N4dKJT+11jTEYjF69eoFb29vXL9+vdjfVlpaWqFyL4+D3o3rwCPwHYhILiXymsSwYcMwc+ZMRNWQFYCqxtHREefOnYNJYibs62iDZRnY29ujvKoCRlqqOD65DeYe8sX5DFe80DJA782+OPB9K5nvaQnpeeCwDPKFYjStq4e/hreAnak2fr8aDJ+QRPRqXAdutobo5mgKNRWOMi5XQuPGjQEAMTExqFevXskOa9Yge/ToYltouRwO1Kpgq7igoACvXr1CeHg4wsLCcOPGDTx9+hSLFy/G+vXroaenBy0tLWhrayMuLk6usYkIL1++hL29fSVZ/2XwVTpFH2NpaYlbt25h2rRpMDc3R0FBAUJDQ5XqEAHA7dAkCJ6/ww/f2GJ2twbgcWX/sj10PxK/XX4FAOhsbwqGYeDt7Y3Q0FDExsbKXW6kNHJzczF58mS4TvoN6WIG+8a7wM3WSC5bm1roAgBS07MQERGBjIwMZGRkIDMzU/LKyspCVlYWsrOzQURo1aoVOnfujPz8fJzb6I4CjXaYs/kFVj3Zhzp16khKNKipqUlKsaSmpuLs2bMICgrCjBkzFHoP+Hw+6tati0WLFuHIkSNobqmHo5NcMffUc/xy8hn233uDwxNdoa2mIvfYnyNisRht2rTBs2fP8ODBAzg5ORU7npaWBm1tbQCAQx1tHH8UjYikLNgYK/ezUplERkZi27ZtuHjxIkJDQyEUCpGUVEr82xeOiooKUrNyEJOag5ZW+gAKQwwuXLhQ7rnqPA5UAs6jQCDAxtM3MOfkMxx7GI2ZXWTTJpra0RazTzzDgXtvMLF94Vb9j53qo119I/zjEwbBs1gc9YuCsbYqdo5uiRYf7FMWHA4HPXr0gJ6eHtTU1JCZmYkXL16gTp066NWrFzIZBvssLMCJiYG4bl38nJqKWc7OaKhUKwohIjx48ACHDh3CiRMnYGhoiPr168PGxgb9+/fHyZMni5UN+bTUkqyIxWKkpqbCxKScUkxfO/IuLVXmq6q2z6QhFotp9uzZZGRkRJMnTy5WskMZzDjyhKzny6/c/PJdGlnPF9B3W2+T96t4Sfu6detIRUWF2rZtS69evVKKjbNnzyYtLS1Kzsih7DzFssDa9R1GfHcBaTbuLCmDwuFwSEVFhVRVVUlDQ4O0tbVJT0+PjIyMyMjIiLhcrqSvsbExtV1yktosPimR3zc3NycLCwsyNTUlQ0ND0tTUJADUvXv3Cm8dLlu2jLS0tIq1icViuvA0pnS9pS+QvLw8sre3J01NzWJVwj+mZcuW1LNnTyIiepuSTY2WXiG3tddJ8Cy20rc8lMH8+fOJYRgyMjKi/v370/nz52n06NHE/wwz6CrK7t27iWE51GXRAbKe/5+ExqtXrwhAuan1ycnJZGZmRr179yYiomYrrtLiswFy2XAzOIEKhNLnKRCK6M7rRGq87ApNPVS6grairFixggYMGEA9e/akjh07Uvfu3Wn37t1kZWVFAOiff/4p1n/p0qU0YcIEpdrw+vVrWr58OdWvX58aNGhAq1atkqmQbJFsgryIxWKFzvucQW1KfsV5//49ffvtt0oV9CsSNGy5ylPmWJmcfCE9CE+mb7f4UpNlV0qk3S9evJg4HA7VqVOHDAwMlGLnggULyMTEpEJj1O87hfjuAopNzZbrvMTERLp1u1AMcvKBh+Sw5DJ5enoSh8Mp0XfFihWkp6dXITuLyMnJIZZlS6Tvi8ViarT0Ci05J9+N/nPFzc2NdHV1KSYmptQ+06dPJw0NDUksxtOoFOr0xw1J7bu2v12nbTdeK71kS0UpKCigTp06EYfDof379xc75uPjQyzLflW10A4ePEgMR4W+WXCA+O4C2nK9uBPMMAz5+fmVev7ixYuJy+WSpaUlhYaGkkgkJpsFl+j3K8p5OPuYkbvuUf9tt5U+bmnY29tTw4YNS7QnJSWRlZUV/fnnnzKPFRcXR15eXrRv3z5avXo1TZkyhfr06UPNmjUjAwMDMjExoZkzZ5Kfn59ckgSKOkVERACqXP6gOlHEKfrqt88+RV9fH3v27EGjRo0wbdq0CkvVX3r+Dkf9osDjsjg+pU2p8Rd5QhECY9Khr6GCXb7huPT8HdJzhVDlstg8okWJbK9Vq1Zh1apVWLlyJTZt2lQhG4to1KgR0tPTKzRGgbohVMR5qKMrewZXaEImDt2Px/57KbC5fxNhiVngsAyys/MhFotx586dYlXNr169iiZNmlTIziIyMwslAEQiUbH2gJg0cFkG9mY6SpmnJvP+/Xvcu3cPN2/ehLm5ean9Nm3ahP3792PSpEnYv38/mlnq4erPHfAg/D2ex6TiXlgy1l8JxsVn77Cwtz3a2BjCJyQR98OT0a+5BRp/2FqtSpKSktC8eXOkpaXh0aNHaN68ebHjHTp0gKamJtq3b487d+5UuX1VzfHjxzFmzFi0m7cHb8QGWNjbHpM7FM/Cat68OTp06ACBQFCstA8AODg4ICwsDKtWrcL8+fMBAClZ+RCJCZl5QqXby4ABW0Uxa/v370dISAjCw8NLHDM0NISvry+6du2K9PR0LF26tMS9PC8vD7dv34anpyeuXr2KyMhING3aFJaWlrC0tESTJk3Qu3dv1K1bF5aWljAyMqrSeLyMjAywLPtZxwFWBUpxihiG2QOgL4AEImr8oc0AwHEA1gDeABhKRCnKmK+yMTIyQp8+fXDt2rUKOUUBb9Pw45EnAICZXexgKyX2goiw984bHH4QibDELAAAl2XwTQNj9G9hgVb1DGBaRvBiQEAAuFwuxGJxuXE1YWFh2LZtG96/f4/Tp09DQ0MD8fH/1TFq3rw58vLyFLlUCaL0BIBVhVdQPLo6mpbbPyg2HX22+KIopjEsMQvNLfUwspUV+rlYok+fPujWrRvevn0LAwMDAMDLly8xbty4CtlZxA8//ABTU1P07t27WPuf10LAMMC3TWWXBvhccXd3h5GRETp06FBmP5Zl8ffff2PMmDFYuXIl+Hw+VDgs2tkZoZ2dEaZ1rI9rQfFYej4Qo//1K3bu8YfRWDOgCXo3qQMOW3U35M6dOxcG08fEQEdHuoP74MEDNGvWDIMHD5bUMVSEp0+foqCgAC4uLgqPUZm8fv0aI0eOxNBZq3AfRnCoo1PCIQKAR48eYeTIkejWrRsWLVqEVatWASisbfbq1SvExMQUc555XBamOqo4/CASUzvaSr1f3QlNwm+XX2GkqxX6Nq0jc5xeVr4QmryqeXZ//vw5eDweTE2l37esrKxw69YtdO/eHWFhYXBwcADDMBAKhbh37x58fX3h6OiIHj16YNu2bXB1dQWXW3PWHX799VeMHj1aaTGoXyzyLi1JewHoAMAJQOBHbesBzP/w7/kA1pU3Tk3YPiti//79pVa0l4fguHQKTZAumZ+TL6Qh/9yVbD8cuv+GNngG051Q2SUAQkNDSUNDg5o0aUJ//vkn7d69u9S+ZmZmpKWlRRYWFjR37lyJCm1+fj79/vvvZGtrSwCoRYsW9OzZM7mvlYjInG9DfHcBDfn7rkz9rwa+I767gNZdfknZeUJKzcovdlwkEpGVlRXZ2tpKtjgmTJhALMuSh4eHQjZ+DJfLpR07dhRrKxCKiO8uoF89gio8/ueAlpaWXFXjHRwcqHnz5qUez8kX0tknb2nD1Vd06XkshSVk0DfrvYnvLqDR/z6gvIKq2aratm0bsSxL4eHh5fb19fUllmXl2jZfvXo1tW3bloyNjYllWWIYhhiGocePH1fEbJl59uwZLVu2TOatP0tLS3JycqKE9Fzq+PsNqr/wEqXn5Jfaf8eOHcThcCQK/osXLyZ9fX2pfUPi0onvLqD9dyNKHMstEJLb2uuS+xzfXUCua7xo3J4HdOOjOMlPEYvF5Lz6Gv1y4qlM11dRRCIRGRgYUI8ePcrsl5ycTMuWLSN3d3eaN28ezZs3j44fP07JyVJKG1UCimyfhYeHk6GhYZnb418iqM6YIhSuCH3sFAUDqPPh33UABJc3Rk1yiqKjo0lfX5/u379faXMU1S4bvuMepWaXfnMqj99++40AEMuyxOFwyMLCgr777jsaMGAADRo0iIYNG0Zt27YlHo9HaWn/1Rmys7MjS0tLUlFRIXV1derXrx8dPnyYmjVrRgzDUMuWLWXSvviYtm3bku3MA9R70y2Z+j9685747gL6+2ZoqX3i4+NJTU2NZs6cKWkbP348sSxLly5dksu+T9HR0aF58+YVa8stEJL1fAFtuKr8GImaxsmTJ4nD4Uhq8clCUZmMM2fOyHyOUCSmA3cjiO8uoNnHK/9LLiUlhXg8Hs2dO1fmc4oKhMpSC2/9+vXEsix16NCBFixYQPfv3yeRSERubm5kaWlZqTFK8fHx1LlzZ2IYhlRUVMjExIQCAsqOfZs1axbxeDzJF7fH81jiuwvK1R0rqpNWUFBATZo0KVXDSCwWU8tVnjRuzwOKTy/8W3oc+Z5mHfenrhtuEt9dQN4v4+nGq3jaduM1zTruT42XXiHr+QKKSSkZf/g6Pp0Wnw2Q1GSrKnx9fYlhGLp48WKVzSkvijhFS5cu/arKexRR05yi1E+Op5Q3Rk1yioiIzp07R0ZGRrRp06bShb7KYeLEiaStrV3iZWpqSiGvw6j5iqs0cb98NYM+hcvlUt++fSkiIoISExOpf//+1KJFC2ratCk1adKEHB0dyd7eng59Urtnx44dpK2tTevWrSsxpr+/P2loaND06dPlsmXmzJlkOXYDDZAxOPLRm2Tiuwtos5f0jKci2rRpQ926dSvWVrRi5OXlJZeNH9OxY0eqX79+ifZef92i4TvuKTzu50KnTp1I2udu2bJl1K1bN9qwYQO9e/eOXr16RXPnzqWxY8fSxIkTydTUtNRVg7IoKiZ8W0oxYWXSpk0bsrCwkPu8X3/9VWpw/8fk5OSQqqqqVIcrMTGRVFVVqX///nLPLStGRkZUp04dunHjBmVkZFCbNm2IZVlatmyZ1P4BAQHEsqxkFVksFtO0Q4+p/sJLMgmVqqqq0vbt20lFRYWOHz9ear/LAbFUb37hSpD1h59Nll2hIf/cpQtPS65Q3ApJkKwcDdp+h0ITMuhFTBpNPvCQ+O4Csl1wib7f66dwJqyiDBs2jLS0tOR6UKhKFHGK2rdvX2otyC+Zz9IpAjAZwCMAj6ysrCrtzVGUoKAg6tGjB1lbW1PwsmUliplK49ixYzRq1Ciys7MjFRUVWrVqFW3fvp22bdsmednb25OpqSmtvxxE1vMF9C5VsQ/gw4cPiWGYSnkyXb9+PamoqBRbXSIi2rhxI7Vo0YKsra3J0NCQLC0tafny5ZSXl0cXLlwgo57TqenyqzLP47b2Os04UrY6cuvWrUs4RUREo0aNIg6HQ76+vjLPV4SHhwcxDEMHDx4scWzlxRfksvoa5SqhQG1NRkdHh1avXl2sLSsrizgcDtnb25O2trakmrqxsTHZ2dmRjY0NWVlZSc3SKY/cAiG1WOlJA7ffqbQstSNHjhDDMAptAQcFBZVbLHbIkCGkp6dX6meuSCldWkHliuLv708Mw5TYqtm8eTNxOBxq3LhxMQX+tLQ0qlOnDrVp04aICh2idZdfEt9dQNtuyCY34eDgIHG8yrvPRCRm0sIzz6n3plu06uILSsrILbP//bAkWuvxklqs9JQ4SI2XXqE/PYPLPbeyKCgoIENDQ8l7VgwpBa2rGnmdoqysLNLU1KSMDOlhHF8yNc0p+qy3zz7l0ezZlPWp7LuUyslnzpwhhmGoYcOG9M0331BoqPRtoYyMDNLU1KSOA0YT311A5/zfKmTX5s2bSVVVVerNSiwWU1RyxfSWbGxsiMPh0MCBAyk6Olpyc+zVqxdNmTKFVq1aRSNHjiRNTU1iWZZcXV3J6Ns51Gjp5XLHDoxJpRlHCuX9/7e77G3K1q1bU/fu3aUea9myJbm4uMh1XfHx8aSqqkqjRo2SevzMk2jiuwvo5bs0qce/BN69e0cAKD6+eFzHtGnTikkepKWlKfWp+fwHDahphx9Tfik6NYqSlZVF6urqNHHiRIXOL9oaLA2RSEQcDqfEquun7N+/nxiGoT179ihkx6fcv3+funXrRioqKtS4cWOpfd68eUN8Pp94PB45OjqShoYGASADAwNKS0ujgLepNGLnPeK7C8j91DOZU7Pt7OzIwMCAbGxslHIt0ohIzKR1l1/SgXtvSsiPVAeBgYHEsmzx8kGHDhXe88v5Dqhs5HWKPD09qW3btpVoUc2lpjlFv38SaL2+vDFqslMkSz2cgoICUlVVlfmGfPfuXVIxtCS+u4BOP45WyKy8vDxSU1OT+lT6NCqFrOcX7uVXhP3795O5uTkBIENDQwoMDJTa78yZM9SyZUsy6DmD6s+/QGllBHGGJWRQg0Ue1GzFVeqx0YcuB8SWaYOrq2upTtHYsWOlboGVhkgkonr16pGNjU2pT74brwWT9XwBJVbT02pFiUrOIp/gePIJTqDLAbFSVyK7dOlChoaGJdrV1dVpyZIllWrfTp8w4rsLaMI+P8pR4mpc9+7dydDQUOGV0127dhGPxyv1+KlTp4jL5co0/sKFC4llWdq4cSPl5eXR2rVrSVdXt5ioqaqqKmlqapYZ6N64cWNiGIYcHBxo165dUucWicR0MziBNnmFUN+5m6nDmDm0fusuyarR3dAkarDIg1qs9KQDdyPk0qrh8/kEgKZOnSrzOV8CmzdvJpZl/4srrSE10eR1ihYsWECLFy+uRItqLoo4RcpKyT8KoCMAI4Zh3gJYBuA3ACcYhpkAIArAEGXMVW2UVh/po/aNGzeCYRjs2LFDpiHbtGmDxraWeF+Qg8uBcRjoVFdus3g8HhYtWoSVK1diyZIl0NDQkBwLTcgEEVDPqPyaZWUxZswYjBkzBi9evEDDhg1LTTMdMGAABgwYANvWPVBAPXDndRJ6lVLt/uGb98gTinFooitcrA3KtYFhmCJnuwTm5ubIyMiQ+XqGDBmC2NhYREVFlZqeGp6YBXNddRhpqco8bqkcPgwsWlT4t2JlBaxZA4waVfFxpRAUm44/rwXj+qsEqHNZZBcUVrTnsgyWf9cI3zY1h9fLeBzcvR0+Prdw795dAIBYTGA/pMqrqKjg4sWLWL58eaWl707qYAM1HgdLzwdi7B4/7B7rXKFyKpGRkRg3bhx8fHzg6+ursN0bNmwos5bgnj17YG9vL9P4a9asQUpKChYsWIBZs2aBx+NhwoQJWLlyJVJSUpCQkICEhATcu3cPa9euRWJiIjicknW+AgMDERgYiEaNGpU619ILgTh0/8O9iLUB6thgTxyL1x5v8E3DLPx7OwKmOmo492NbGGjySh1HGkU2icViuc773JkxYwauX7+O9u3b48aNG2grw3dAVRATEyNXf29vb6xdu7aSrPkCkdeLqszX57xS9PjxY1JTU6PRo0fLNWxAQACZ/e8P6rZO9hicTxGJRKStrU0LFiwo1n76ceEWUFgpkgCVRZehE0tNzy0iKjmL7BZ60JB/ZEvd79evHzVr1kzqsf379xOHw5Gp3Mno0aOJw+HQjRs3yuy361bhSsaaS0EUk5KtuApsFS25p2bn07yTz8h6voCarbhKGzyD6UF4Ej2MSCb/qBQa8+8DqjdfQI5LLktiNzotP0WCZ7E07fBjar7iqkQKIjw8nDQ0NMjJyanSlZ7P+b+levMF1GfTLYVWjCIjI6lTp07EMAzZ2tpWKOg+OTlZIlNRGnp6ego9dT979qzMTM4xY8aQtbW11Fd598V3qTnEdxfQvJPPKDtPSNl5QnI/9ZT47gJqvuIq8d0FZLfQg24GJ8htN9F/KxOlrdRWKjUghqd///7E4XAo28Sk2leKRCIRWVhYUNOmTWXqn5aWRpqamjU2aLyyQW2Zj0pEypdbvooK0aFDdOjQIeJwONS9e3e5v0SeRBampP/v15LBvvLQv39/atCgQbG26y/jiO8uIB8Fb4aK8sPq7cR3F9DFZ2VrYqy/UhjwKUsMwZw5c8jMzEzqMZFIRK6urqSurl5mMOGsWbOIw+GQp6dnufPlFYho4v6HEgei51+3FIvPqoIl97CEDOr0+w2yXXCJVl18UULriYgoM7eA/rj6in458ZT+PX+DtFv0oYaLPQq/MBcV/my15pqkhll4eDipq6uTs7NzpTpGr+MzyHbBJeK7C+jHw49JJPrP+Xz8+DHdvXuXYmJiStgQGRkpSUu3sbGR6f+0PEJDQwlAqc5LTEwMAaB3795VeC5lUqT1VZThdTmg8Pf5p5+RUCiiyKQsmbLMygIAffPNN0qwtpDY1GwKjksvu1MNieEhKnyYGglQNsNUqz3jxo0jNTU1SklJkan/yZMnqUuXLpVrVA2m1imqbD56aimwsKAp2to0bNgwYhhGLj2Uj8kXiki/wxjyuOZdIdOuX79OLMsWu6FvvBZMfHcBxadV7VPC0uOFgpQnHkaW2S8pI5ear7hKy85Lj1H6mP3795O6unqpx0UiUblP+dra2rR8+fJy5yoiO09Iu33D6Z+bodR46RVqsMiDphx4ROf835ZayLIEn95Ei17lZDjJSl6BiDr9cYNarPSUFPUsjxEjRpCNjQ2lZufT8+hUys4T0pPI92Q9vzD4WfjBMQkNDSV1dXVq3rw5vXnzRin2foz3q3iyWXCJnFZ6SjKiZh3zp3kLFpOGhoYk7gYfst+KdHk0NTWV6gx9DJfLpfPnz0s9tnDhQoVkCCoTsVhMHdZ7U+c/bkhS13tvukVdNtxUahA7AOnZWAry66WgQu2iMsQba0oMTxFXrlyhZXZ29AYgEUDx6uoU9dtvVTZ/UbbsuXPnZD6nU6dOdOTIkUq0qmZT6xRVJYcOUYahIYkAyjA0rNDTgomJCfXt27fCJqmqqhZTtPYKiqMO67zpWVRKhceWh8zcArKY8i/1WFd6Btq71Bzyj0qhb7f4ynQDDwwMLDdVmmGYUoPAQ0JCCIDMT1ifEpWcRQvOPKc2v3oR311AfTf70oPwZHr05j29js+QOBIlqMQbe16BiJZfCJQI48mKmZkZTZs2rUT7PzdDJWKiRdcTEhIiCbS1sbFR6g3W/dQz4rsLKDIpi8RiMW32CinUuJl1nGy6/o+evfkvtTwjI4MCAwPJw8ODdu3aRT4+Pkqz42M6duxIqqqqxcYvKCigadOmEYfDoTFjxlTKvIqSky8kvruANl4LlrS1/e06TTusXFVtAOTs7Ky08WJTs+mb9d7UeOmV0j87lfxAoSgFBQW0fv16srGxIQBkYmJCs2fPLiFdokxSUlJIXV2dhg8fLvM5gYGBZGZmprDG3pdArVNUVSh5WdfT05MYhqnw07irqyu5ublJfvePSiG+u4CuBFb9cn+dLuOI7y6gPbf/K7GQky+k04+jyf3UU8nWTft1hfL/f5SjHi0SiQhAmTL1DMOUWtJh2rRppW6/yYNIJKbzT2Oo6fKrxcoWOK30pDvSBAmV/LcSFJtG0488oa4bbkrewyXnylYz/pjz588TAAoKkl7CZINn4eriozfvi88bFEQ9e/YklmWVdpMdsfNeCeXzB+HJ1H7REbKccYj47gJ6GFE1pRM+ZtCgQcSyLM2dO5cGDx5M6urqpKGhQVu2bKlyW2Sh8x836Jv13iQUiSmvQESNl12h+aefK3UOADLHscjK2D0PyGmlZ+nxejVspUga7969o4kTJ5Kenh4xDEONGjWi3bt3K3XLWSQSkY2NjdxK6VOnTi1V0PNrQRGnqLYynCIsWgRkZxdvy84ubFeAbt26gWVZxMXFSdq8vb3Rr18/marWi8VinDhxAomJiXj27Nl/JuUXVq3mcav+v9kqOwSaKa+x4mIQ7oYlAQBWCYIw+8QzPH2bhj5NzDG/lz2MtdWgrcbF3z5h8AqKL3U8lmVhbm6OoUOHltqHiKCqKj1b7NKlSyUqfisCyzL4rpk5rs3qgL9HOWHveBf8MaQZ9DV5+Pn4UxSIPsnQGTUK2LkT4PMBhin8uXOnQtlnPiGJ6LvlNm4GJ8DWWAujXPnYPcYZK74rPSvpY3755Rf0798fEyZMgIODg9Q+BhqFGWAm2sXfRwcHB1y+fBmqqqrYunWr3LZ/Snx6Lvwi3qO9nXGxdmtNIZLOrEKqx58AgCMPqjazBwBOnTqFFStW4Pfff8epU6fQoUMHpKWlYfr06VVuiyz0bGyGN8nZeJ+Vj189XiIjV4g+pWR9KsLbt2/BMAyWLVumtDGBwqzY5Kx8XH1Ryud+zRrgo2xaAIW/r1mjVDsqgpmZGXbt2oWUlBT4+vrCzMwMU6dOhbq6Orp3744HDx5UeI5+/frh3bt3ePTokcxZlWlpaTh69CgmT55c4fm/OuT1oirz9dmsFFXCsi7DMNS6dWsyMjIiHR0dYhiGVFVVi638SKOoYCqXyyUXFxc6deqU5FhGbgHZL75MC84o96lRFqZPn04WVtbU5lcvGrmrsFxG+3Xe1G7ddcrMKR7Imp0npL6bfclxyeUyazE9e/aMGIahffv2ST2OMrbH1NTUpCpXK4ubwYUlCyqrXtr9sCRqsuwK9djoI7e4XU5ODrm4uBCXyy33PfB8URicf8xPejxYjx49yNHRUa75pTH35FOqv/ASvUnKlLT9888/pKKiQjY2NhQWHkF9N/uS8+prZepdVSbPnz+XxDNxuVyKjlZMS6yy8fnwt3f4fiTx3QU082jZ6vDlkZeXR+vXr6fZs2fThAkTyNbWlviVsDqTky+k77beJocllykwppTPfQ3IPpMXkUhEO3bsIAcHB2IYhvT19WnSpEklRFJlYdWqVcSyLN29K1uWbhGbNm2SFPL9mkHt9lkVUQnLukXiiPXr16d169bRu3fvJE7A/v37Sz3Pw8ODAJS6nz1uzwPqsbFy4i/K4vz586SioiKJUylKcee7C2jv7ZJbXLGp2dT6Vy9yWHKZBM9iS11SHz58OJmamko9BqDUrR0tLS3asWOH4hckA7OPF6ZBH38YpZTxxGIx3XmdSMN33Puw1ehN0e/lz4Br2bIl6evrU0hI2fXliIiCP1Q731RKLbq7d+8SwzAVchDi03LIdsElSYC9SCSSbM19nLDwPDqV6s0X0IoLLxSeSxmsW7dO4hyNHDmyWm2Rxst3aYVb1b7hSvn769OnD6moqJCFhQXZ2tpSkyZN6PZt2WoZyktcWg61/tWLmq24Sk8i35d/wmdGSkoK/fzzz2RiYiKRjdiwYYNMhbaLAqu3bdsm15wikYgaNGigUOmjL41ap6iqUHKcSEhICKmpqVG7du1KHJs2bRqpqqqW6vTk5eURh8MptWL5mktBZLfQQ3GdHQVZu3YtqaqqUm6BUFJagO8uoG+3+NLreOmpuHFpOfTtFl/iuwto1K77Uqtnd+vWTapuS15eXpkqr/r6+rR+/XrFL0gGCoQiGr7jHjVeeoXSP6xuCEVieh2fTs+iUygqOUvSXh4RiZkSZ8hl9TXa6RMm87kfIxKJiGVZ8vDwKLevx/NYarLsCrVcdY3eSnnvi7C0tKR+/frJbUsRRSnkjyPfk0gkIhcXF1JVVaXHj0sGB8848oSar7gqe7ZfJdKuXTvicDjUqlUrysqqWPkcZfL0Q+zgrOP+xHcX0JknijusRbXVqrJ4aGRSFjVc7EE/VXCFq6bz7Nkz+u6770hNTY04HA61a9eu1OzJN2/eEI/HUyiw/8qVK9SsWbMqv+fXRBRxipSiaP3VURQPsmgRKCoKbxkG3JUrUUeBOJGoqCg0a9YMzZo1g4+PT4njW7ZswdmzZ9GrVy/cuXOnxHEejwcul4uCggKp4xto8pAvEiM7XwRN1ar57xaLxVi7di2+//57qHI5ODjBFY/evIeuhgrszXRKPc9URw2np7rh0P1IbPAMwcDtd3Hux7Yw01WT9Hny5AkmTZpU4tzsT2O8PkFFRUWm+KyKwOWw+KV7Awz+5x4OP4jCy3fp8HwRj5wCUbF+9mba6NnYDD0bm6GhqTYYhpEci36fjbP+Mfj3dgSICCu+a4RhLpZQUympdCwLR48eBYfDQa9evcrtu+JiEAw0eTjwvSss9NRL7bdq1SpMmDABubm5UFNTK7VfaeiqF8YtJaRmoVEPN0RHR+PFixewtbUt0dfVxgAXnsXiXVouLA00ShyvSnx9fREcHIx27drBzMwM169fh4uLS7XaBABN6+qiu6MpLjyNBQDUM9JSeKzBgwfDxcUFPXr0UJZ55WJlqAFrQ01k54vK7/wZ07RpU5w/fx4AcOLECaxbtw49e/YEy7LFFPuJCCKRCA0aNMD+/fvlnuePP/7ATz/9VOy+Uovs1DpFijJqFDBqFBgAu5ctQ/SLF9gj5xD5+flwdnaGjY0N7t69KzWIjmVZzJkzB0uXLpU6hlgsRl5eHtzc3KQeL/oCSsspqDKnaPPmzcjJycGffxYGy3JYBq42hjKdq8JhMb5tPbSqZ4Dvtt7BBs9grB/cFAzDIDc3F8nJyRg3blyJ82RxijIzM+W+Fnmpq1/4xf3b5VfQ5HEw0MkCTlb60FFXQWp2PhIy8uATnIhN11/jL6/X4BtqwMpAA6pcDmJTcxD0rtBx69DAGEv7OqK+ieJfcACwa9cuNGnSpNx+//iEIS49FzO72MHKsGznY+zYsZg5cyYWLFiAjRs3FjuWnp6Ohw8fok2bNsVKzhSRkJCAUzs3ASIXjJy1HNzkZISEhMDc3FzqXOIPlV3uhyfDQk9dUoqkumjYsCHevXuHvn37onXr1vD09FRKAH9FYBgGS791hGdQPNRVWDSx0FVonL179yIsLAzjxo3Dw4cP0axZM/B48pUEUQQiQlJmPhqZK2b358jQoUMxdOhQZGdnw8fHByzLgmVZiMVijBgxAioqKnj69Knc4z58+BDBwcEYVUllhL4K5F1aqszXZ7N99gnv37+nhg0b0oYNG+Q6r1WrVqSnp1fuUvyYMWPI1tZW8vvDhw9JVVWVVFRUSF1dvUz9Ho/nscR3F9D9sCS5bKsIenp6NGHChAqPs+x8oQbPOf+3RER08OBBUlVVldo3NDS0zPfBxMSkRBmUyqAoJmfqoUdSlaWLSEjPpcP3I2nCPj/qv+029d50i4b+c5d2+oRRZJJytmaio6OJZVk6fvx4uX2fRL6ntR4vZS61MXXqVDIwMCjWJhKJyNjYWJIkUCSkGRgYSOPGjSNTU1MCQPr6+mQ3+yj121D+Fk1qVj51+uMG8d0FMol8ViV16tShOXPmVLcZRFQoFVF/4SUat/eBwmPs37+fLC0tSUtLi1iWJQBkbm6usLaXrLx6V/iZOfKgbLHXLx2RSEQODg6kp6en8Hs+YMAA2rRpk3IN+4xB7fZZ9aCvrw8vLy906NABWlpaMqVBTps2DU+ePEFgYKDUJ+qPefnyJczMzCS/T5gwAfXr10fdunXh4+ODkydPlnpu4w9PjfvvvZF5taYibN26FZmZmdi8eXOFx1ra1xG3XifiwL1I9GtugVOnTkndYgGAnJycMscqKCiAtrZ2hW0qj/DEwtWoH76xha5G6QVOjbVVMdLVCiNdrSrNlpEjR8La2rpMGYMiWljpo4WVvsxjnz9/Hg4ODrh+/TqCg4MREREBLy8vZGdnIzMzE4MHD0br1q2hqamJ9PR01K1bFwMHDsTcuXNRr149uK29jqcJuRi31w/WhpoY62YttXCxroYKrs36BmP3+GHf3TewMy2UIqgJqKioIDk5ubrNAFCo9mCkpYr3mfkKj1FU+LmI1NRUNG3aFPXr10dISAgMDMov3KwI/94OB4/Loou9SaWM/7nQoUMHREZGIjg4GHp6enKfHxQUhDt37uDQoUPKN+5rQl4vqjJfn+tKURGhoaFUt27dctOefX19iWGYYunzZbFr1y5iGIaWLFlC27dvJ4Zh6NmzZ9SvXz9q0qRJ2TYlZFRpBo+RkZFSVX///ZBRc/h+JPH5/FJXoPz8/Ihl2VLH0dbWrhLxvW03XhPfXaBQULQyCQ8PJ4Zh5E7llYWNGzcWS1XX0tKiOnXqUOPGjYspQa9YsYJWrFghNUngdXwGLTsfSDYf6p65rb1eZmDo+8w8mnHkCfHdBXRVihipSCSucqHH+fPnE8MwNG/evCqdtzTWehSWSgmKVZ6yck5ODvH5fNLX16fERCnipBUkJSuPbD7KRPxa6devH6moqJQqqioLY8aModWrVyvRqs8f1GafVT8vXrwgMzMzWrJkCWVmZkrtM3XqVLK0tJRr3MWLF5O6ujqpqqpS7969iYhoxowZZG5uXuZ5RcUhH72p/C+MlJQUpRfMzCsQ0TfrvWng9jvUtGnTUrOefHx8iMPhlDqOurp6mdIGymL+6efUYqVy63EpwpIlS0psbykLIyMjGjx4sFJUe2NTs4nvLqCmy8vPMMsrEFHPv25Ro6VX6E7of1/Q3i/jqeUqT7KeLyhT56oy2LdvH3E4HHJzc6v2cgopWXnUYqUn9dt6u/TSGQqQl5dHNjY2pKenJ1MquTwExqQS311AfTbfktRu+9qYNGkScTicCj3AREREkIGBQaVvdX5uKOIU1SpaKxlHR0c8ePAAoaGhaNiwIQ4ePAixuLjK8Y0bN9CwYUO5xl21ahWys7ORm5uLS5cuAShUOo2PL10FGgBMdAqViVOypGenFePwYcDaGmDZwp+HD8tl4/Hjx6Gurl5sq6+i8Lgs6uprgIjg4OCA4OBgqf1ycnLKVHsViUTQ1a38QM53aTkw15M/I0sWvL29MXXqVIwaNQoTJ05Ebm5umX0bNZJN6Voe9u/fj5SUFPz7778yq+uWRmaeEL+ceAYVDoOTP7QBl1P2eDwuiz3jnGGio4qRux5g8oFHWHo+ENOPPAGHZfDn0GZoZF56dmNlMHbsWDx79gxBQUEwNzfH69evq3T+j9HT4GFpX0c8jU7Frx4vlTYuj8fDy5cvkZeXh19//VVp4wKAY53C/6/AmHTkCb/s7DNpLFmyBP/++y/OnTuHNm3aKDzOH3/8gUmTJim07VbLJ8jrRVXm60tYKfqYO3fuUKtWrahVq1Z0+/ZtEovF9NtvvxHLsqUWLpWHosrwZY0V+DaFXNd4lV8wVAnaS3369Cl3O09exGIxtVt3nX44+Ij++OMP0tHRkdrv3LlzxOPxSh2Hy+XS9evXlWqbNHps9KEJ+/yUPu6xY8eIZVmytLQke3t70tXVJR0dHfLzKz5XTk4OTZo0iViWpT/++EPpdpiZmdHAgQOVMtavHoWV0k/IKTaYlVdAv195Ra3WXKOGiz1o8oGHZeoqVQU5OTnk7OxMKioqkgDz6kAsFksSFH48/Fhu9fOymDBhAhkZGSltPKLClULHJZfp52P+Sh33c2Dz5s1lKvTLSlxcHOnr6yt1hf5LAbXbZzUPkUhEBw8eJGtra7K2tiaWZWndunVKGfv27dvEMAxFRpaetRGRmEl8dwHt8AktezAlqHTXqVOHpk+fLnN/WYhKzpJUAY+OjpbEU33K+fPnicvlFm88dIjI0JAIIDFA+To6hW2VWDrgm/XeNOOIckXoihyijzOdCgoKqEePHsSyLC1fvlziDKmoqJCurq7cmZDlIRaL6eTJk8SyLCUny7YVW1YmW75QRK1/9aIJ+6rPgagMunfvTjwej169qpxyL7IgEolpq/drarr8Kk0//FjmjMLySElJIZZlqV27dgoXr07MyKVLz2Pp0ZtkyheKqO9mX2qwyIP8qqHwb3Vy9OhRYhhGKd8Fc+fOpalTpyrBqi+PWqeoBiMWi8nf359cXV1pyJAhlJ+fX+Ev5yZNmpCrq2u583bZcJPG7iknVbeC9dyKlJOVXQ4gKLawhMGvlwoDEO3t7alr164l+hUUFBCHw6Fz584VNhw6RMTjlbweli3ZXgE18k/psuEm/XDwkVLGIiI6fvx4CYfoY7Zt20YcDodYliVdXV3auHGj0uYuIj49h4btuEuWdo7Up0+fcvunZuXT9A9B0T8eflwsVkgsFlNKVh4tPPOc+O4C8gqKU7q91U3r1q1JQ0OjzIeVquDSBzmO5ReUF8Ts6+tL9evXJ4ZhqEePHpSTkyPTebkFQlrr8ZLsFnlI1O3rL7xUTHKjNEQicbWvBCoTT0/PMj/T8hAeHk6Ghob09m3Z7+HXSq1T9BmQm5tLffv2pQ0tW5K4AttVgYGBxDAMBQQElNtXpi2dCq4U3bhxg1iWVUrw7cds9gohvruA3qUW3nyPHDlCHA6n8Gb8iVO5qF49atu2bdnXU9pLSQUvR+y8RwO336nQGG/evKGFCxfSxIkTiWVZmj17dpn9Q0JCKjWIfM6Jp2Q7X0AcdW3JEn1egYiSMnIpNTuf5p18Rv223pYEOQ/95y7VX3iJJu5/KMks+36vH8058ZSarbgq+VJcc0nxTJuaTJHeTGUUUZWXJecCKiUA/dKlS6SpqUmDBw8us9+TyPe05XoIdfvzJvHdBTT7+FN6HPmeNngG0w8HH9HlgNhy5wp4m0qOSy5/EQ70w4cPicvlKi1Dd9CgQbRq1SqljPUloohTxBSeVzNwdnamR48eVbcZlU5+fj5S9fRgIk1bh88H3rwpd4ywsDA0bNgQ/fv3x6lTp8rs22DxZYxuzceSvo6ldzp8GJg8GfhYGVpDA9i587+yJmUwbdo0XLhwAW/fvi23rzxsuBqMgw8i8XRpd0mbtrY2dnfujGFeXsXsFfJ4GF9QgP1CIVgut9DdkRFiGCTFx0MoFEJTUxM6OooF7M479QzXXybg0eKuCsvs161bF2lpadDT08OYMWOwZs0ahcZRBofuR2Lp+UBkPveEM72Gh4cHiAgDtt9FWEIm8kRiCEViiAloZK4DN1tD7PKNwKLeDpjUwQZH/aLgEfAOb5KzkJpdgE4NTWBfRxvOfAO0qlc5ujc1gcjISNSrVw9Pnz5F06ZNq82O9NwCdPr9JuxMtXBssuKBvNI4fvw4Ro4ciZiYGKnJFS/fpePbLbchFBOsDTWwpK8jujiYyj1Pdr4QHX+/CQ0eBxdmtIOOWun6XzWZsLAwNGrUCJ06dcLly5crPJ6Pjw/Gjh2Lly9fQl299LI8XzMMwzwmIme5TpLXi6rM19ewUlSEuILbVUSFMUVcLpccHR1p/vz5pcYxzD7uT99t8aX4tHKWuiuwndeuXTtydnaWub+srBa8IOv5AsrM/S8VeMaMGRRZyvv3BqAZM2ZQqp6eXCtFkQxDhoaGZGpqSgYGBsX0duThwN0I4rsLpBazlYXz588TwzAUH19OYHwVkJ6TT7YLBGQ6fA31Gzys2CqgV1Ac/W/3fVp2PpCeRafQcb8osp5fuAL08zH/GlHAtbopbau3qtlzO7zSVO35fD516dJF6rHVghdUb76AguPSKywR8DAimWwXXKK5J59+loVO4+PjSUtLi5ydnZWymi4UCqlZs2YyqdV/zaB2++wzQgmBzUSFVa2/+eYbMjIyIoZh6MiRIyX6eL+KJ/vFl8lppWepFeoryrlz54hhGKVnQFx7EUd8dwE5LrlMPf+6Resuv6T8AiGJSnFuRAC1adOGDvXuTUIOp2QfGWKKrl27RkZGRgpVCt/74QsoPl22WItPqVevHnXr1k2hc5VNyIeSJYbO5ccRERHFp+VQ9PuaUz2+ujl27BhxOJxq1y/KyRdSy1XXaNSu+0of28vLixiGkfpANmn/Q2q8TP7PUGmsuviC+O4C6rvZl7Z6v1b4M1bVZGRkkKGhIdnZ2SktvGDnzp3Uvn37z9JBrEpqnaLPCSkp8LlcLuX8+6/CQ86dO5dYlqVjx46VOBbwtlAkbe7JpxWxukzq1q0rUyBuuXyyYvVwx1FadPY5Ddtxl/juAtp94yUlampKdYrEVlbFx/mQfUZA4b9lzD67c+cOGRsb0+nTp+UyfdYxf2q24qpCN6vr16+Xm01YVey/G0FNl1+levMukHmDptVtzmeLtrY22djY0OPHj6vVjh0+ocR3F1SK6nfjxo1J2r175cUXZL/4stLmEYrEdPDeG/puiy/x3QX03dbbNd4pyMvLI0tLS6pTp47MQenlkZqaSmZmZtX+N/U5UOsUfW589OUsrFuX/unQgaytrenatWsKDzl79mxiWZZOnjxZrF0kElPnP26Q3UIPehGjvDIAH3Pq1CliWbZi5QBK0UsSHTxIV69eJYdZB8i020Ta5OpKBZWYRUZE9PjxYzI1NaUDBw7I1D8nX0iNl16hOScUczzt7e2pXbt2Cp2rTCKTCmUQhvxzl3qMmEw2E/76YoOiK5vw8HBq1aoVMQxDbm5u1ebwZuUVkPPqazSuvCxUBfD395daUuano0+oza9eSp+PqNBp57sLaNYxf4pNLX2rOjgunTZ4BtONV1W/HS0SicjR0bFCBV6lMWfOHPr++++VNt6XTK1T9AVw5coVsrKyookTJ1J2tmJxKb169SIbG5sS7TEp2dR42RUat+eB4k9Y5ayymJubl1qKQyZK2VaM5nCoRYsWtHnzFkpKSpLJFmXw4sULsrCwoMOHD5fb92pgYUmVm8EJcs9z//79UrchqpJX79LJbe11sp4voIjETGrdujXV//nQVymup0zu379PdnZ2xDAM9evXT2mrBvKw+GwAOS65XCmrK25ubmRnZ1esredft2jMvw8oI1e5pUGICnWu5p9+Rnx3AfXbepuy8orPIRSJ6a9rIZLaenx3QbHSMFVB+/btSV1dnaKjo5U2ZkhICBkaGtYKNcqIIk5RbZmPGkaPHj0QEBCArKwsdOrUqdwyHtJwdnZGRkZGiXZzPXX81MUON4IT8dvlV/IbV5ShFhlZ6KpERhb+/lE5kD///BMXL17E+/fv5R8fAKKipDZbiMV48uQJZsyYDkNDw8LGUaMKM/XE4sKfMmTJyYujoyNOnTqFhQsXQigUltovXyjC8gsvoMJhFCo1MXXqVDg5Ocld/kUZJGXm4Wl0KgpEYgzYfgcxqTnYOsIJ1kaaSHyfClJRB4dVLJOulkJcXV0REhKCs2fPwsvLC0OGDKlyGww0ecjKr5xSGj/99BNev34NKysrzJ07F4mJiXiTlAWfkEQ0X+GJZ9GpSp1PhcNi7cCm6N/cHE+jU9Htz1u4EhgHv4j3OPwgEn02+2KjVwi+bVoHd+d3Rh1dNWy7EapUG8pi4MCBuH//Ph4+fIi6desqbdw5c+Zg7ty5Si2lVEtxap2iGoiOjg4OHz6Mnj17onXr1njx4oVc5xsaGiL749T6j5jQrh7+19oKO26F48wTOdPnFy0qnrIPFP6+aJHk12HDhkFDQwM7d+6Ub2wAeXl5SC0lFZ6xspJ7PGXRunVr1K1bF2fPnpW0icQflloB3HiVgGYrPJGRJ0SBiBCRlCXX+NnZ2Xj69Cn++OMPpdotCzn5Iny75Tb6b7uDRkuvIjtfhAW97NGnaR0AAK9xDwhZVfRvblHltn1OxMXF4dSpU4iMjCyzX79+/bB//354eHggKSmpiqwrJC2nANqqXIWlIkrDx8cHI0eORJcuXdChQwfs2bMHJiamyMvPAwAIxYTYVCnyI0rgjyHNsHuMM8RE+OHQYwzdcQ+LzgaiQCTGlhEt8NfwFjDXU8dwFyvcCU1G9Hvp90Vl8sMPP+DChQvw8fFRav3BS5cuITAwED///LPSxqylJNzqNqAW6TAMg+XLl6N+/fro1KkTDh8+jG7dusl07tq1a0stLsgwDFZ81xiP3qTg0P1IDHQq+RSTl5eH0NBQhISEIDg4GOHh4cjJycH+yEjpXvQnqztCoRD16tWTydYifH19MXnyZEy0tcWsly/BfqzhpKEBVKNWDwDMnj0bv//+O/r0G4A+m28j6n02OCyD9vWN4Ps6EfkiAlMgBt9AXe6VovXr10NTUxMdO3asHOPLIPJ9Ft6l5aKFlR5MtFUxyKkuujf67ylUpX4biOJfo51dnyq3DQDyhCJ4BSXg4Zv34LIMnPj66NnIDGwVr1zFxsYiIyOjxErejBkzsGfPHmRnZ4PH4yE/Px8Mw0BTUxPGxsawsLCAlpYWNDU1oampCYZhcPPmTYjFYnTq1AkBAQGVb/zhw8CiRQhqOxU2GlrA4SSlrap6e3uje/fuGDx4MI4dOyZp9H5agwAAuUtJREFUHzx4MAJ9tyG3w08AAF2NytEW4nJYdHU0RfsGRngWnYbcAhGsDDRgZaBR7G9kqEtdbLsRiu03Q7F2YOXpRi1ZsgS7du3C+fPnK1Tg9VNiYmIwYcIEHD9+HKqqqkobt5aS1DpFNZz//e9/4PP5GDJkCFauXInJkyeXe05iYmKZ1aw5LIMODYzx7+0IeAVE4+3j6/D395c4QbGxseDz+WjQoAEaNmyIFi1aQFNTEzlXrkBTytNtgpoaTm7bJvlSyM3NhYFB+cJ8RAR/f39s27YNV69exebNmzFgwAAwR44Urj5FRQFWVoUOUSVsjclDv379MHfuXDx7/BBOVvro1dgMGblCeL9KgK46D4mZeSAA3zW3gAZPvo/Vvn370KtXr8ox/BPuhiXhTmgSot7noJ6hBoTiwtWuH76xRY9GxZfkH0e+RwarhdzkmCqx7VOC4zIw4+gThMRnAsI8cFV42H2bQZ8mdbDsW0eY6KhVug1Pnz7FDz/8AD8/PwCF22DHjx+HlZUV7t27h23btmHNmjWYOnUq9PT0IBaLERgYiFu3buHJkycIDw9HcnIyYmJikJubC6FQCDc3N/z5558YMmQINm3ahJ9++qnyLuDDlndWgRhP6zTE2CcXgSMfnJcKfqauX7+OHj16YOjQoThy5EixYyoqKmBy0wAADnV00MbGsEJzlYcql1OmGGgdXXWMdLXCgXtvMLilJVry9eUaXywW48yZM0hMTERGRgYyMjKQlZWFzMxMZGVlITs7G6mpqfDx8cG///6Lvn37VvSSJAiFQowYMQLTp0/HN998o7Rxa5FOrVP0GdC+fXv4+vqiT58+ePXqFdasWVOqgqlQKIRYLIaDg0OZY3a3ZHBemIjhfbqgbQsHdOjQAV27dkXDhg1Rr149qKhIebLjcEqoXovV1fFq9Gg8ffoURAQej4fWrVtjzJgxMDY2xqBBgzB48GA4OjqCYRgQER4+fIhTp07h1KlTYFkWw4cPx4sXL6Crq1s46KhR1e4EfQqHw8HPP/+MlStX4tKlS2DZwjWz75Oy0GfTLXAZwMZEC7t8wzGxvQ101WV7Mo6Li0NkZKRSFG7Lgoiw+tJL/Hs7AlyWQR09NdwNTUJyVj5a2xigU0OTYv1zC0SYdOAx9FREiLt/HMDvlWrfpwS8TcPA7beRl5mK9Os70NgAuH//PgzbDcdlGoLrL+MxqYMNfupiBy5H+VEAAoEAs2fPRmhoKJo0aYKbN29CQ0MDI0eOhLW1NbhcLgoKCtC9e3csWLBAch7LsmjatKlMKtbLly/HL7/8gr59+8LW1lbp1wBAsuXta9cG+VwVdA59+N+WdwU+Y9euXUOvXr0wfPhwHDp0qMy+rW0MlL5lpwi/dG8Ar5fxmHfqGa7+3EHmv5uEhAQ4OzsjNjYW6urqUFFRAZfLBY/HA4/Hg6qqquT1zz//YPz48Uq1e/ny5VBTUyv2d1ZLJSJvZHZlvmqzz8omOTmZBg4cSKamprRmzRqpaZ6vXr0iphRV7Pz8fLpw4QL17t2bjI2Nyd3dXf5q1zJmfAmFQvL19aWffvqJLC0tqWHDhjRu3DiytLSkBg0a0KJFi8jf37/G64x8TE5ODrVu3ZqWLVsmaZt/+jnZfshweRCeRHx3Af3rG17uWKmpqbR3715ydHQkExOTSrSa6PzTGGrzqxfx3QW05FyApGp6enY+BbxNlao27BOcQHx3AXUc8SPVr1+/Uu0jomJ/VwXW9cjphx1k8eN+6jt4hCRTKycnh+bMmUMGVg3I6Ns5xHcX0PDtPpSvoHp2YmIijRgxgmbNmkV+fn4kEolo8+bNZGJiQizLUufOnSkkJKTEeb6+vuTh4aGU9PoWLVqQubm50msGSvig/D6133xqPuMw5bMfBE3lUM7/FA8PD+JwODR69OhS+0yZMoUMWw8gvruAgmIrRwJEEc4+eUt8dwF5v5QtRd/Hx4fU1NTI1tZWqWn1snL16lUyNzenuLjPv+5bdYDalPyvg4CAABo9ejQZGBjQvHnziqVnnjlzhng8XrH+gYGB9Msvv5CpqSm5ubnRnj17FE73VwSxWEwPHjygTZs2UUBAwGflCH1KXFwc8fl8Onr0KBERfbf1Nn2z3pv47gLKyRfSsB13yWW1dJ2p3NxcOnPmDA0ePJh0dHSoX79+NHnyZBo7dqzS7MvJF5JQJKa8AhH96RlMnX6/QXx3AXX/04eOPIgkkYzlFi48jSG+u4C2HDxLDMPQX3/9pTQbS/CJNtU/rQYS311Ae5duLvWUM2fOkE2PcYWO24+/UUGBfGnfIpGItLS0yMTEhMzMzIhhGGIYhlRUVGjkyJGUnKx8kUNppKWlkZqamswFQl+9ekX9+/cnKysrSkuTwdng8+mlEb+wAG/H8f/JXChYrPbSpUvEsiyNGzeuzH45OTnE7ziM+O4C8g2IUGiuyiA9J5/a/OpFbmuv09tySvH88ccfxLIsDRw4sPKc1jKIiYkhMzMz8vb2rvK5vxRqnaKvjIiICPrxxx9JT0+PfvjhB3r+/DktWLCAdHR0KCkpibZt20YuLi5kYWFBCxYsoODg4Oo2+Yvg2bNnZGRkRPfv36cO672p72ZfavOrF2XlFdDvV16R9XwB3b9/n7p27Updu3alH374gcaPH0/6+vrUsWNH2rlzJ71//56IiE6cOEGWlpZ07ty5CjmLaTn5NPPoE7Jb5EFua69LnKGWq67RrGP+JXRcyuN1fGGJj63er2n9+vXEMAydO3dOYfvK5IM2lQgM7W/Rh2zmnqdJAxaRWIYv7j5rzhDfXUCWP5+gJovO09yTTykoNo3eZ5ZdWmPFihWkqqoqcaZEIhHdvXu3WkpyXLx4kRiGodmzZ0s0bS5dukTm5uZkaWlJbdu2pdGjR5OlpSUBIGtra9LR0aEBAwaUP/ihQ3SueTfiuwvolRGfKiJyevHiRWJZliZMmCBT/8TUTLJt+Q3xeDwyNDQs9urevXu1aDURET2LTqHGy65Qu3XXpZalEYlE1L9/f2JZljZs2FANFhautHfs2JFWrFhRLfN/KSjiFDGF59UMnJ2d6dGjR9VtxmdHfHw8Nm3ahCNHjqCgoADp6ekQCoX47rvvMH78eHTr1g0cDqe6zfyiuHjxIn744QfU+34jzFQL0MM0G6qqqojM08DN5+F4efovrFmzBubm5nj9+jVEIhEGDhwIS0vLEmNdvXoV06ZNw+rVqzFixAi5bQlLzMSPh58gNCETI1pZ4XVCBhgwGNfWukTwtDxM3P8QN4ITMc7NGveuCXDn9i14/r0Mrq1cFB5TKiwLEOFosx5Y0HMGWsS8wsETS6BVkFuoQVUGOfki7LkdhmMXruJVxFto1G8FRqUwAFuzIBX6mjxo6xvBzkwPzS310KqeARqaasFAXw/jx4/H5s2blXstCrJ06VJs27YN79+/h5aWFrKysvDtt9/CwsICQUFBiI6OhouLC9auXYt69erh7NmzGDRoEN68eQOrcuQqrv19HJMitXDuwGw05+UplLiwY8cOTJ06FRMnTpRLbkMoFGLr1q3Iysoq1rZ582bk5eXhxIkT6N27t1y2yMrevXuhoaGBYcOGlTj2NDoVUw8+giqXQYucp1DLTUJWVhZycnJw7do1xMfH49q1a2jXrl2l2FYey5Ytw+3bt+Hp6Vl7764ADMM8JiJnuc6pdYq+TIioRgQ3fsmcOnUKd+/eRV5eXrGXra0tFixYAJ1SNJekIRAIsGzZMjx69Kjc/7cnUSnwj0qFoSYPvq+TcP5pDNR5HPxdJxXt1rorLWsvM0+IHw4+xu3QjzIO095hUl83dGhgDE1VLlpY6lX878zaGoiMxN6W32JF1ym4vmsKbN/HAHx+oSinjCQkJODEeQ9cDUpATFIaUlTNUCAGCrLTwDO0BEfbCACgAhHe3z+N2Ks7a1x6c1JSEnbv3o0uXbrAxaVs57NBgwYSjSsjI6NS+0UlZ6PD7zcwt0dD/Nipvtw2TZs2DX///Tc4HA4SExOhry9f5pY0xGIxRo0ahePHj6Nfv344efIkuNyK5/2IxWKsXr0af/75JzIzMyEWizFlyhT8/fffJfq+ik5Ej79ugVFRgyj0LpgnJ6HCiGBqaopz587BxMREygyVz7lz5/Djjz/i8ePHtSKNFUQRp6jat8w+ftVun9XyVXLoEImtrEgEUI6paZlbG4ExqZKyBXx3ATVeeoUWnX1OCXsPS60Zp4zSJw/Ck+lFTBpN/9uD6oz5k+rN/2/+mUefVHj8opiiVx9iXy7at1NqHbvk5GRau3YttWzflfSadSWj/guI7y6g+aefUVpOPqVm5dObpExJALoyiUjMpIHb71Db365TVHLJrZqKkJiYSDY2NqSqqkpXrpRdjX78Xj9qsMiDAt6myjx+SkoKOTo6koqKCh0/fpzq1q1LLi4uFTW7GF5eXqStrU16enrk6+ur8Dg5OTk0bdo0UlNTIzU1NZo6dSplZWXRuXPniMvlUvv27cnHx0fyunnzJtnY2FAdB2daevY52Sy4RN9u8aX0nHwlXp38PHnyhIyMjMjPz69a7fhSQG1MUS21fGZIKYCbx+VS1G+/lei64eor4rsLyHn1NboZnEAv36X9lzlWSs04RQNqpSESiYhhGPrn+CXyeB5Lc08+Jb67gELi0is++KFD5GNc6BSdaz+wUurYFREVFUXrLr8kvrugmIPXeOkV6r/tNnX78yZtvBZcYSfpYUQyNV9xlRotvUJ8dwHNPfmUUrPzaeD2OzT9yBNKzf7vC7hAKKKo5Cy5M+lEIhGNHDmSGIahX375pcTxx48fU05ODiVm5FLrX73IefW1Es5ZYGAgrVu3jtauXUvr1q2j9evX06pVq0hdXZ0sLCwkWXZBQUHEsizt2LFDgXejdPLy8qhnz57EMAyNGzdO7qDm1atXE5fLJR0dHVq+fHmJ8wMCAsjQ0JC4XK7kBYC4XK4kSaWobuHe2+VnjlYWMTExVLdu3RLFvGtRHEWcotrts1pqqU4+bB19ylsOB0vHjMGePXsQFJuOg/cjcdQvCl0dTLGkrwP4hprFT/gQl1MChik3LkceevXqhXv37iEhIQFvUvLQd8ttiMSEcW7WmNujIdRUSsY/PHnyBD179oS2tjY6dOiA8ePHo0OHDiX6adV3gfHg5Tg91Q1OcorrKcLT6FR4BcVDW40LA00eHkS8R2xqDoRigl9EoYI2j8uCb6iJvk3rYEK7elKvDyh8uMwtEGPdlVc46hcFCz11RKdko66+BvaMc8EfV4Px7G0qNgxphmE77wMArA010LtJHcSl5+LGqwSkZBfAQk8dPRubwaGODlys9WGpr4HkrHxoqXKhzis9tuTAgQOYMGECmjZtCl9fX+Tn56NHjx7w8/OTaCeNmjoHB2KNYKjFwxjzRBzZuwv3799HZmYm9PT+2wYt+k7o0qULTpw4IdHkAoBffvkFW7duxbt372QSaJWH06dP43//+x90dHRw7do1idZTdnY2WJaFmlpJsc6HDx/C1dUVa9askVnHZ//+/Rg/fjy8vLzQuXNnAEC+UIzGy65idBs+lvR1VN5FyUhWVha++eYbDBw4EAsXLqzy+b9UamOKaqnlc6MUZ4YYBjZ8Pvbs2YNotXpYduEFhrtYYXX/xtKLs5biXMkbl1Me+fn5MDY2Rtu2beHh4YHwxEzs8o3AUb8oNLPUw/HJrYs5DlevXkXfvn3Rtm1b1K1bF76+vnj79i0YhoGZmRkMDAxgbGwMMzMznH0YDpOBi3FpZjs0MtdVms3yQkS49ToJD8KTkScUI+BtGvzevEc9I00McrKAviYPhpo8uFgbYPP11whPysLblBxJzbsu9ibIzhfBREcVy79tBH1NHjZ4BmOLdyg0eBzkFIjw64AmOHgvEi/j0mGoyUMbWyM0sdDBJq/XyMoXQUeNi/RcIVgGEBNgrK2K/eNbwbGMEjJhYWFo06YNsrKyUFBQAGNjY3h6eiI2NhZr1qyBf5o6NJv1AEfbGPEHfkYjm7oYMWIEpk2bBi0tLZnfHysrK1haWuLOnTsVfq8/JTMzEz169MDdu3fBMAwYhoFYLAbLshg6dCgGDBgAV1dX8Pl8CIVCmJqaokWLFvDy8pJp/IiICDRo0AA///wzfv/9P0HS0IRMdP3TB78PboohziWTISoTsViMIUOGQEtLC/v27auNBVUitU5RLbV8bpThzJzesAErVqzA7ft+4KmolLpKAUBSzqFYwV4NDWDnTqWrg9++fRsdOnTA4cOHJdlyF57FYuZRf6z4rhHGulkDKHwi//777zFmzBjs3btXcr5YLMaVK1dw9epVvH37FnFxcXj79i0SGH2YDl+DY5Nbo3Ull4WQl1shidjgGYxnb9OKtXNYBo3MdWCgyUNDU23wuCxmdLYDj1tcLTkqORszjvlDhWUwxLkuhrlIzxjLyhOCwzJ4k5SFR5EpeJeWAw7D4OjDaOiocfHXsBZobKFT6henUCiEgYEB6tati8DAQMkqj1dQPCYeeAQtjhi2egwOz+gOLTWeQu/F0aNHMW7cOOTl5Sl0viwkJSUhMTEROTk5sLe3x9GjR7Fs2TIkJSVJ5lVRUYGqqioSExOlriJ9ilgshoWFBczMzODv71/sWEJGLlqtuY5J7ethUZ+qXSlauHAhfH194eXlVeMC/z93agOta6nlc0NKTFFRkLFYLKaOHTvS9u3bZR9LBrVxZTBjxgxiWZYWLlwoaWu6/P/s3XdYVEcXwOHfXWDpHQEBAbGgYsfeu7HH2LtGY9TYTTRqYkz8TNGY2KKxJGoUW2yJPfZewN5ARQUVpUjvLHu/P4jGAgrsLos47/PsQ7h778xZ3LCHuTNn9spfbL0iy7Isf/vtt7IkSS88/zpr1qyRLUvXyKo2HJi7asP6EJ2YJj+KTZE3nA2Vv9h6RT4fEl0g/Z64HSmX+2K37DFphzx7T+Brz3VxcZHHjx//7PvUDJVc//sDcqufjsipGZpPJk9JSZGBbKt9F4TMzEz5zp078vr165/VdcqNjh07yubm5nJCQsIrzx0MDM+a5H/poTZDfaOVK1fKXl5ecmRkZIH2+65ATLQWhLfQa5KZS5cuyY6Ojs+KPRYmixYtkg0NDWUfHx85MjLy2STlK1evyZIkyQsWLMh1W1999ZXs0m6kXGbKLjlOzyuACqvQJ0lym7lH5dJTdsqTNl2SL4TGZHuenZ2d/L///e/Z98uP3cmqLH1Tex+8tra2L2x3U9gtWbJEliQpxxVuVx7EPtsGp6AcOXJEdnR0lK9fv15gfb5r8pMUaX8nRUEQ8qZPn6x5P2p11tfnbndVrlwZR0dHgoOD9RZeToYPH05wcDAxMTHUqVOHQfVLcjM8ka6TfqZy5cqMHDky123dvXcPI6/aNCpbDCuT3G2m+64pYWfG/F5VqV/agR2XH/H+LycY+kcAf18K41rYf7f10tPTn9UtyshUs/RoMHW97GlQJudaRnnl6+vLpk2btNaeLt26dYsRI0YwefLkHIsxFrPMum0V+DihQGK6ffs23bt3Z82aNW/cvFsoWCIpEoRCLCMjg+DgYCpUKPgVMbnh7u7OtGnTCA8PJzlNBcCjqFg2bNiQp3aO3EsGM1u6VHfVRZhFRmlHS1YOqsWZKc0Z37Isp+88YfS6C7Sbf5z1Z0OBrPfM06ToTmQS4fFptPJx0moc06dP5/r168TGxmq1XV1o0KAB1apVY+bMmdk+n6mWGfD7WcyVBnzRTvcJSlBQEO+99x5fffUVLVu21Hl/Qt6IpEgQCrGgoCDc3d0xMzPTdyg58vb2JiUlhcVHglFH3KaeXTLe3t65vv63lX+gKt+Gco5mGm1L8i4xNzZkdPMyBHzRku0jG1DFzZoFB28DPFuVBeBhb4aZ0oDrYfFa7b9+/frY2NjwzTffaLVdbUtOTiYiIoIjR47keE7IkyQCHycwunkZKrvZ6DSevXv30rBhQyZPnszw4cN12peQPyIpEoRC7PLly8/qtRRWlStXJjMzk9AnSSTeucC6tX65vlatVjPl990YWjvyRYdKKLIrNyDkSGmooJKbNWWcLElTZQJZP9OnSZGJkQEVXa3ZdyOcxH9H8rTl6e2ft8Hr/qh4uo1NDU/d1caSZZm5c+cycOBAtmzZwuDBg3XWl6AZkRQJQiF26dIlfHx8UOeyAGNqaiqHDx9m1qxZ/PXXX6hUr34QxsbGsmrVKkKyKwWQD3Z2dtjY2JARF0kZ3wbY2Njk+tr/zfwWZZX21POy0+qcl3fNlQdxVHS1Rq1WI8syUVFZH/SZahkHcyVWJkb4nQ5h+t/X+G73DUKfJL+hxTf75ptviIqK4uLFixq3pSvPF57MzsX7sczeEwSAk9Wbl/Xnip9fVqkNhQI8PclYtYohQ4awYsUKTp8+rbdNZoXcEXWKBKEQK1OmDLdv3872uae1ap4vcifLMgYGBs92WlepVNjb21OxYkXi4uK4desWSUlJGBsbk5aWhkKhwMDA4NnD0NAQQ0NDjIyMMDIywtPTkzFjxtC5c+fXfsC0atWKy3aNMfeqxrWvW7++ptJz3Gu3RtF0NEv6+Wr91llMUjoXH8QSHJFIdFI6aSo1hgoJewslDUoXe20hxLdNVGIaiakq3O1M8fHxISgoCBsbGz4Y/z37E12RpKx6D5bGhqSqMsnIlClubcLqwbUp7Zj7wo0v8/b2pnTp0uzcuVOLr0Z70tPTMTY2JqfPuVHrLrD9Uhi2Zkac+6Kl5iOV2dQLS1EoWFytGkMPH85TkUxBc/mpU6T5tsSCIOhEfHw84eHhJCQkYGJiQnp6Ounp6aSmppKWlkZ6ejppaWmkpqaSkZFBgwYN2LJlC++///6zNq5du4afnx+HDh3CycmJgQMHPiu46OTkxMGDB0lOTiYhIeHZIzExkaSkJBITEzl16hQ9evTAwMCAWrVqMXbs2GwTJKWlLSbulahd0g5jw9wNQCcmJpLsUAFHI4nGZYvl+eeTqZa5H51MQqqK5HQVyRmZRCWkcT86mcsP4zh2K4pMddaHoYFCwsRQQYZaJl2lBgL5oLor339Q+ZVCi28jBwtjHCyyVlDduHGDM2fOUKdeA87GmlPC0ZT2lYrTqZor3k6WhMensfn8A2bvDWLN6RCmd/TJd79jxoxh/Pjxz6pOFzZviql5OUe2XwqjXikH7dy6nTr1xQKqgKlazbjISCSREL0VRFIkCIXU3r17qV+//rO/Lg0NDV87N8LAwABTU9MXjvn4+PDtt9++cu6aNWswMTGhcePGb4xDrVazYsUKFi9eTI8ePVAoFFStWpWBAwcyZMgQlEold8MioYwB71d1zfU2BQsXLsTUrTwNyjjmamRJlmXO3I3myM1ILobGcuVhXLbzZBQSuNuZ8VFDLxqXLUY5Z0tszIyQJAlZlnmSlM7KE/dYeOg2/vei6VTFleFNSmFuXDR+HUZFRdG8eXN8+kwl3tCG79uUp22l4s+ed7Y24ZOmpfnr4kPu/Ls1SX4NGzaMMWPGsHr1agYMGKBp6AWuYxUX1vuHcuRmpHYaDA3N9rB0/7522hd0rmj8FhCEImj79u106NAh1+dLkkRmZmauzr1+/XqutxRQKBQMHjyYwYMHo1arWb16Nb/99huffvopI0eOpGTJkoQ9eoxH43SO3Iyke83c7R21du1aTJpNfGNCFJGQyuZzD9ngH8q9J8kYGUiUL25F52quVHK1xtZciZnSAFOlAXZmSlxtTTEyyH6EQJIkHCyM+bS1N1VL2LDq1D0WHb7NsVuRrBhUCzvz/G19UVjs3r2brl274ty4N4kuNRncoOQLCRFAmiqTz/68zM3wRDpUdtGov+Tk5KydxQvpfl1vGilSKCTqlXLg9J1orjyIo5KbZnvupTs7o3z06NUn3LPf1kUofArfeKcgCGRmZrJr1y7atWuXp+uym1idnfHjx5OQkMCqVavy1L5CoWDAgAEcPXqU5ORkTpw4ga+vL7a2NlR2sSQlPXdJGWQVsDO3tMp+g1vgfGgMQ/8IoO53B/lhTyCOVib81L0Kl79qzd8jGzDj/Yp0r1mClhWcqF/agerutng6mOeYEL2sRQUnVg+uzdJ+NQh8nED/38+QmpH7+Aubvn370q5dO2r1Gk9m5fdpU9GZKW1frbuz/3oEf18Kw9HSmNiUdB7FpeS7z5EjR2JtbU3//v01CV1nniZFr1uoMKCeJw4WSubuv5nvfjIzM5k9ezajEhLIUL6UWJuZQQ41koTCRyRFglAInT59GldXVzw8PHJ9TV5GihwcHOjZsyfjx4/Pb4gA1K1bl40bN/LwwQPuJ0ncj0nmxqM318RRq9WkqtQkqw2xz2Z0Zu2ZULr/eorzoTEMaViSgxMas/HjunxQ3Q1TZe4mcedWiwpO/NK7OtfC4pm85UqOk3ILs1GjRrFhwwYm/Po3dx3q0KycIz/3qJptwtmwrAOftfamSgkbjgRF8cXWK/xy6DZXH8Zl03LOUlNT8fPzY/r06Vp6FbrzuqTI2tSIqiVsuPckf7cSb926RaNGjdi1axeTr1zB6PffwcMDJCnrqw42ZRZ0RyRFglAI5fXW2VO5XboPsGzZMhISEqhSpQrlypWjWLFimJiYIEkSbm5uhIWF5botSZKY2q48d6OS6LDgOIeDIl57/o0bNzArW4/0TJkWFf6rtqzKVPP19mtM2XqFBmUcOPhpEya3KY9XMd1OUm1RwYnxLcqy9cJDZu0NQq1+exKj48eP88svvzBo1jr+vCPRqoITv/b1zfG2pJWJEZ80Lc2y/jWY37MqEQlpzN4bRLdfTxGZkJrrfseOHYu5uTmjRo3S1kvRm7JOltx7ksztiMRcX6NWq1mwYAF169alR48eHDhwAE9Pz9du2yMUfiIpEoRCaPv27bRv3z5P1+RlpAiyCtotWbIES0tLfH19+eSTT1izZg1Xr17FwsKCUqVKkZ6enuv22ld24eTkZpR2tGDIqgD2Xnuc47knTpzAqmIzXG1MqeVpB0BqRibD1pxjxYl7DG5Qkt8G1CzQfdA+aVqanjVLsPhwMMPWnONxXO4TBH1JTU2lQ/8RlB6zmijj4rSrVJxf+lTP9Yq6Cq7W/D2yAXvGNMTCxJCNAQ9ydV1ycjIrVqxg6tSpmoRfYN70x8KHDUpirjTg+92BuWrv3r17tGjRgnXr1nHy5ElGjx5dKFffCXknJloLQiFUunRpxo8fj5GR0bPaQk/rEeX0SE1NzfOtn0GDBjFo0KBXjv/888+0b98+TyNPAI6WJmwYWpdOvxxnyZHgHGsPnTt/HqMSbWjt44xCIZGRqWbIqgBOBEcxo5MP/ep65qlfbVAoJL77oBJlnSyZuesG+28coHHZYkxo5U1FV80m4OpKp/c7Y9l6LPaOznzcyIsWFZxznKOVE0mSKFfcCmtTIwLuRefqmhYtWmBtbc2ECRPyE3aBe9P72MHCmK6+JVhzOoSMTPVr56WtXbuWMWPG8NlnnzFhwgQMDLR7O1fQL5EUCUIhtGnTJpydnSldujTdunXDy8sLWZbJzMx85fH0uIGBAZ06ddJK/zNnzqRatWqYmOS9yq+1mRGtfZxZceJejh8wN27dQappSHHrrPZXnwrh+O0oZnWpnOvVa7ogSRIfNihJi/JO/HnuPn5nQumw8Dg/datC5+pueosrO6du3OeiVV1MrZ34qoMPrStqVvyyhoctu648Qq2WX1uzZ/bs2Zw5c4bLly+/NaMjuUnurUwNSc9Uk9PfFWq1mqlTp7JhwwYOHDhQ6LffEfJHJEWCUAjF/PILF2NjcfP3RwoPz1q9UkBzE1QqFadPn2bt2rX5bqN8cSvSM9XciUzC29nylecT4hMAUP/7CfTnuQdUcbPWa0L0PHd7Mya08mZIQy8+WhXA4iPBzNl3k+41SjCscSm9FnxMU2UydetVNp17gEmJisx4vyLvaZgQAdT0tGO9/32uP4rPcWTsxo0bfP7553z33Xf4+OS/6GNBy01SVMYx632659pjOlZ5sVRBYmIiffv2JTo6mjNnzlCsWN6LjQpvh7cjzReEt8FLex7hl/uNUV9ux3bSJEqo1UiyDCEhWVsH5Le9PFq4cCFGRkZ07949321ULWEDwNEciuI52lkhqVIJi03hwb8r1jpU0axmji5YmxqxekgthjT0ooyjBT/tu0nb+cdYdPg2h4MiiEvOKPCY/jgZwqZzD0g8u5mPnUPoVyf3KxRf8dx7tknv91Ags+NyNnV2yEosGjduTK1atZg4cWL++9SD3CRFrX2c8Hay5Ldjd144HhISQv369bG3t2f//v0iISridJ4USZL0niRJQZIk3ZYk6XNd9ycIevF0z6OQkKxNpjRJZKZOxejlCc7JyVlbCBSARYsW0aJFC43a8HQwp7KbNTN33aDfb2e4EBrzwvOurq7IaUnEpWTg/+88lrql7DXqU1eMDQ3oXqMEKwbV4rcBNTAxUjBrTxADV/hT69v9LDhw69l2Irr2OC6VJUeD8S1hxZNDK/h8wpj8N/bSe9b+5jXeu3Uav2O3s51b1L17d5KTkzlw4IAGr6DwMjRQ0LCMAzfD/1uBdvLkSerWrcuAAQNYvnw5ypdrEAlFjk6TIkmSDIBfgDZABaCXJEkVdNmnIOhFNnse5TeRkXPYKiCnLQS0KSoqitu3bzNjxgyN21revwYfN/LiXEgMPZacJiz2vyKB7u4eyCZWOFmbcPZuDJbGhpRzLvwbtDYv78SOUQ05/2VL1n1UhxYVnJiz7ybfbL9WIP1vPv+AqMR0OpVWIkmSZnN6snnPfvnPr1gkxDB3/60Xju/YsYMtW7bw119/vXarmcIqtwsGzIwNScnIRK2WWbduHZ06dWL58uWMHz++0FbtFrRL1yNFtYDbsizfkWU5HVgPaGcmqCAUJlpMZNKdnLJ/ogC2Cvj666+xt7enatWqGrflaGXC5LblWTOkNun/1h966p+zV5EMjChpb87J4CjKOFnkedWUPtmZK6lbyp6FvaoxoK4Hq06FcD86+c0Xaqhx2WJIEhwJisDISMNyBdm8N/eXqc0jczvaVPpvjlJycjI9evSgZ8+eNG/eXLM+9SS3SVFccjpWJobs2bObcePGcejQIdq2bavj6ITCRNdJkSvw/E54D/49JghFS04JSz4SmU3Vq5P+8gdeAW0VsG3bNpo0aaLVNqu72wJg+W/NoYiICALTbTGUoJyzJSFPkjkfGssnfufZcv4BEa8pIJiplsnIzFuZAF2SJIl+dbPm9Jy5m7vl7Jqo6GpNcSsTHsUma34r56X3ZqLSlJ8b9KFueBC9a/333Nq1a1GpVKxZs0az/vQoN0lRSnomx25F4WIuMWDAALZu3UrFihULIDqhMNH16rPs/vR74ea7JElDgaEA7mLTPOFtNXNm1vyM529H5CORkWWZL65fp+HXX+O+ZEnWX/Pu7gW2+qxfv37MmjWLGzduUL78q/tm5ZerjSmqf5OZOXPmYFGuIS0qOLP5/EMUEnT1dWP3lcfsvPIIhQS9arlTtYQNO6884tL9WOJTVbjZmpKYqiI5PRNvZ0tqe9kxoklprE2NSEnPZPvlMFysTWlQxkFrceeGjVlWchKXovtJ1/EpGWSqZYxSnmh+G+ul9+zGSi2JNrPms0qKV24VGRkZvTXL77OTm6RozekQ7kQlkXFgHsuWLaNu3boFEJlQ2Og6KXoAPL/G1g14Ye8AWZaXAksBatSo8fbU1heE5z1NWKZO1SiROX/+PEZGRpT4/HOYPFkHgb7et99+y+HDh6lfvz5hYWH5qlP0MlmWUanVpP+bFAWHPUHhaoelqSGrT4cwoK4HX3eqyHcfVCbocQIb/EM5FxKD35lQXG1Mae3jjL2FkqDHCWRkytiYGfHXxTAu3o9l2dE7lHO2wsrUkNN3skZqSjtaUMLWlCbejjQuWwxPB3ONX8PrnL7zBMga9dK1M3ejCU9II+PiERwdHTVr7Ln3rDr0PmtqdaSaqYrqH/V84TQjI6O3cj+4vMpMT0F6fJ2JAzrz/vvv6zscQU90nRT5A2UkSSoJPAR6Ar113Kcg6EefPhqP5mzatIkuXbrodVLn4cOHKV68OI0bN+bMmTMatyfLEJ2UTlJa1hYkT6KjwRX+vhhGFTdrprTLGpEyUEhUcLHi604VufIgjssPY+nq64ax4asVg7/u6MPfl8KISkzn8oNYXKxNeb+qK2GxKZy9F01odDJf/Z01h6mbrxsD6nni42Klk5/rxoAHlLAzpY6X7lfPHbgRjokBXNy/lVMnjmne4L/v2RXH73Jnx3Xmdar6yikGBgZvfVL0ppGi5ORkVn45hJ5NmjBm5GcFFJVQGOk0KZJlWSVJ0khgL2AA/C7LcsEs0xCEt0xoaCjLly/n+PHjeo1DqVRy8uRJfHx8+Omnnxg/frxG7SkUEpXdbDh7NxpVpprL125gVVGNqdKIxX19s016KrlZU8kt5601bMyU9H/NViCyLON/L4btl8LY4H+fP889oKSDOR0qF6d7zRK42WpvBVXokyQquljrfKK4Wq3mcFAEycEBtGzelNq1a2uhTRm/MyF8v/sGLco7vVK0EIrGSNHrkqLMzEx69+5N6VKlmFkA8/aEwk3nFa1lWd4F7NJ1P4LwNpNlmSFDhjBu3Di8vb31HQ7e3t7UqlWLnTt3apwUAdTwtOVcSAzrdx3CpPV4rEyVbBpWFxcbUy1E+ypJkqhV0o5aJe0Y37Ise649ZvulMBYcus2vR++wpJ8vTb01vP30rzJOlpwLiSFNlZltgqctd6KSSVWpib52lO9Wzdaorcdxqfxz/TGrTt4jODKJxmWL8WO3ytmOpBkaGhbZpEiWZUaNGkViYiIbN258q+dNCdohtvkQhELg2rVr3Lx5k127Cs/fD2XLluXYMc1v0TxJTGPzuYdYSml8visCY+tirPiwFqUddT8HB8DWXEmvWu70quXO/ehk+v12hkEr/KnmbkPjssX4qKEX5sb5/1U4oK4nfa+fYdGhYMa1LKvFyF906X4ssckZZDwOxtQ078lkWEwyq06HcCQoksDHWdusVHazZl7PqnSo7JLjfmeyLL/1SVFUVBRubq/uXTdr1ixOnDjB0aNHRWFGARBJkSAUCmFhYZQpUwZDw8Lzv2S1atXYsmWLRm1ExKfSceFxohJSUKtkrG3t2PBJE73tOl/Czoztoxqw5nQoe689Zu7+WxwOiuTHbpXznaQ1KOPAB9VdWXDwFk3LOT7b4kTbbjyKx8RIQUb0g1c+wGVZ5vejt1i35wS30y1RxD7E5OJ6DDOSMDAwIMOtOonlO2GQGociNRajxzfIvH+ZC1EhfPRNGhkZGWRkZJCZmYlKpUKtVr8yujJo0CCWLVum2XvUz0/jxQh5VbFiRTp37szdu3dfOH7v3j1mzZrF5cuXsbbWz/tRKHykwvQXQI0aNeSAgAB9hyEIBW7z5s0sXLiQQ4cO6TuUZ/z9/alTpw6ZmZn5bqPjT/u4FJ4GmSqalrFhZo/auOrolll+7L7yiDHrL5KeqcarmDlV3GyoW8qe9yo6Y2WS++KIiWkqGs86REVXa1Z9WEsnsU776yp+Z0JJuHECe58GDGnkxYRW3ty9e5f2A0aSVG8EAFbxd0i0KIFhZirF4oIwSE/goWMdjNLjcbn1F+aGaiwsLDA3N8fS0hJLS0usra2xtrbGxsYGW1tbbG1tsbe3x97eHjMzMzZt2sSHH34IwLx58xg8eHDeX8DTbUVeLluxdKlOE6OoqChcXV0ZOnQoCxYseHZ84sSJZGZmMmfOHJ31LeiXJEnnZFmukadrRFIkCPqXkpJC+fLlWbFiBU2bNtV3OACoVCqMjIwIDw/P1/Lvw2cuMuDPuxiqMzg4uQ0exQrmdlleRSWmseX8A87ejebi/TiiEtNwtDRmfq9qeVpRtujwbWbtCWL/+EY6uTV4KzyB3svP8Dg8gvplijG9QwXGDhvMP//8g1fZ8qS1+BxbSzN2fNqGx/GpfLPjGlcfxgNgaWzI8gE1qK3BCjmVSsXw4cP5/fff8fDwYOPGjdSokYfPG0/PrH3WXubhAffu5Tuu3FizZg39+/fnxIkT1K1bl6SkJDw8PDh79ixeXl467VvQn/wkRc/uFxeGh6+vrywI76o///xTrly5spyRkaHvUGRZluWUlBQZkMPDw/N8bXh4uOzUYbzs8dk2+V5Uog6i0w21Wi0fDoqQa8/cL3t+vkM+e/dJrq8NuPdE9pi0Qz4UmPefV25kZmbKVapWlRUKhQzICoVCLlGihLxr1y5ZlmV5/Pe/yu4TtsgVp+2SI+JTZVmW5ZikNPlWeIKckq7SWhyPHj2S69evL0uSJDdt2lSOjIzM3YWSJMtZFRpefEiS1mJ7nVatWsk2NjZyenq6/OOPP8odO3YskH4F/QEC5DzmIWKqvSAUEl26dMHW1pbly5frOxQA9u7di5GRUZ5HidLT06lSrykm5RrTv14pPOx1WzxRmyRJonHZYvwzvhG2ZkrWncn93nVPtzFJSFXpJLY6depw+9Yt7ty5w4ULF/AfN45QhYI27dqBpydz3Cyw8V9GQpqaPwOy4rYxU1La0QITI+2tinN2dub48eMcPXqUW7du4ezszOjRo99cNVqLW+Hkx/bt21Gr1fj6+jJnzhxmz9ZsBZ9QNImkSBAKCUmSmDt3Ll999RUxMTH6Doe9e/filNPmtK/RuHFjJJ/3MDQ0ZGjjt/PWhJWJET4uVtyKSMz1NemqrKTAUEf1is6dO8eePXvw8PCg6rVrVF+8OOt2lCxnfR06lJN9O6NOTeTgmYs6ieF5DRo04P79+/z8888sX74cGxsbVq1alfMFM2dmzSF6XgHt6QdZBRqbN29OYGAgO3fupGxZ3a0UFN5eIikShEKkatWqvP/++3zzzTdab1utVnPixIlcnx8QEJDn/c9u3brF5SdgXL4Zfet4aLVIYkErX9yKoPAEYpLSc3X+041snaw13xolO2q1mgoVKmR9M3XqixOWAZKTMf72OxQmFlibFNwqxlGjRhEbG0uXLl348MMPKVWqFOfPn3/1xD59siZVe3iAJGV91fEka8gqzrh06VLKlSuHg4MDDx8+pFq1ajrtU3h7iaRIEAqZGTNmsGbNGgIDA7Xa7pw5c2jQoAHjxo1747kqlYqrV6/SqFGjPPUxYOrPFHv/cyqXsGHSe+XyG2qh0KW6G+kqNWvP5u4W2uO4NACcrbSfFMXGxgJgY2OTdSA0+5gMQ+6RmRhNtGSl9RheR6lUsmLFCu7fv4+joyM1atSgZcuWREdHv3hinz5Zk6rV6qyvOk6I/P39qVmzJqtXr2b37t0sXbqUYsWK6bRP4e0mkiJBKGQcHR2ZPHkyw4YNQ6XS3vyU48ePY29vz/z58+nZs+drz+3bty+GhoZ8/vnnuW4/6OETHrq3wt1S4o8Pa2Gq1F1154Lg7WxJ83KOzDtwi4v3Y994fkxy1oiSnbn2iwCeO3cOSZL+q7icwzwctZsbKXfP8yDhzbvC64KLiwunTp3i4MGDXL9+HUdHR8aNG5erXeq1LSEhgffff58xY8Zw9OhRMTok5IpIigShEBozZgzGxsZMmTJFK+1FRUVx/vx53nvvPQ4cOMDmzZtp2rRpth9WAQEBbNy4kTVr1uSpUN/ns5cgGRrx6+AmWJvmvsZPYTa7WxUcLY0ZvuYcSWm5S1C1vedsVFQULVu2pEmTJv8dnDmTjJcKOGYYGTEuQ4WJWwW9T25v0qQJDx8+5Mcff+TXX3/F1tYWPz+/Ao3hu+++o1mzZgwYMECvGywLbxeRFAlCIWRgYMDatWv5888/2bRpU56vv3HjBm3atMHd3R1jY2OKFStGdHQ0Q4cOpUmTJpw7d46zZ89iYGCAQqHAyMgIU1NTLC0tqVevHg0bNqRjx4657k+tVnPk0AFA+0mBPtmZK5nXsxqP4lJZderea899OsE6NUO7oyJ79uzB2NiYgwcPPjsW3aYNgzIyCDMyQg2EShIDMjI43qALhrYu9KxVMCu63mTs2LHExcXRqVMn+vfvT9myZbl8+bLO+svIyODChQssWbKEJUuW8P333+usL6FoKjx7CgiC8AJ7e3s2b95M69at8fHxyfWk5wULFjBu3DhKlSpF27ZtadmyJW3atMHsuZU/lStXJiEhgdjYWB49ekRkZCRRUVFERkaSkpLCiBEj8hTrsmXLSE9JAiBNpZ9bN7ri62GLl4M5Vx/Gvfa8Sv9uXXLmzhNa+Thrrf/jx4+/UhZhwIABnHN2xiUsDAB3YFftD7At9R5VS9jQoUpxrfWvKaVSyR9//MH//vc/unbtStWqVWnVqhXr16//b46UljRv3pyIiAhq1qzJmjVrcHV11Wr7QtEnkiJBKMSqV6/OrFmz6Ny5M2fPnsXK6vUTaCdNmsTs2bOZPn0606ZNe+25CoUCOzs77OzsNI5z6dKlVPKpzCP+W5pelFRys+bgjQhCnyTjbp/9iroannZUcrXmz4D7Wk2KAgICKFasGKmpqZiYmPDgwQN27tzJ1q1bn53z96UwbJoOxsMgBr8hrTE2LHzzudzd3Tl79iwHDhygb9++FCtWjLFjx/LDDz9oZXf6lJQUAgICiI6OxsRENysAhaJP3D4ThEJu0KBBNG7cmEGDBr1xwqqPjw+SJDF06NACii6LQqFAaZD16+TlpEguRFsJ5deY5mWQJOjy60lS0rPfC05pqKCpdzH23YggPjVDa31HRkZy7tw5TE1NMTIyomyVmnjWbk3rtu2fnXMtLGsU6/SiCdy7HaS1vnWhefPmPHr0iG+//ZaFCxdiZ2fHhg0bNG738uXLeHt7i4RI0IhIigThLTB//nwiIyMZPnz4axOj/v374+7uTvfu3QswOjAzMyM1NatOz6d/XqLedwdo/fNRWv18BO8v9tBk9iHWngklTZX/zWX1yauYBV918CEyIY1bEQk5nuf473L81BwSp/zYvHkzvYFkR0fSMzP5sUIj1I1HUmvmfo7ejESVqeZWeCKGComqVarQrFkzrfWtS5999hkxMTG0bduW3r17U6FChWfvofw4f/481atX12KEwrtIJEWC8BYwNjZm586dXLt27Y2J0dq1azl+/Dj+/v4FFp+ZmRlJhlm39lxsTKhX2gFPBzNKOpjTr64H1mZKpmy9Qp1vD7Do8G1uheecWBRW3s6W9KxZAhcb0xzPif630KOVFlff1QgKYrlCgWlEBJIsM+DM38zfM5f4VBX9fz9L9yWnOBgYwedtyjFu+GDi4+O11reumZiYsHbtWu7cucOtW7fYuXNnvts6d+4cvr6+WoxOeBeJOUWC8JawtLRk9+7dtGnThhEjRrBo0aJs52LUrVuXOnXq0KtXL27fvl0gsVlYWJAum2MgwbqP6mD80l5bsiwzcIU/R29GMmtPELP2BNGsnCMlHcwxNTKgabli+HpoPrdJlyq6WvN9l8qvPeduVBLFrU20utcYU6di+lwSbJ6RSsdL+7nmUYEl5VtxPjSWH7pUokdNd+bO/VsvNYE05eHhgbW1NVevXqVLly55vv7OnTts376dCRMm6CA64V0iRooE4S3yNDG6cuUKI0aMyPYDMCoqioiICB4+fFhgcZmamZFh44FXMYtXEiIAlVrmVPATWlRw4tCnTRjWuBSBj+LZ6H+fX48E02XxKSZvucKxW5FEJaYVWNzaZqo0IDFNpd3bhDlUrx54aC3DGpfi0KdN6FHTnZ9++onx48cX+HwybSlWrBg3b97M83UpKSl06dKFqVOn5nlbGkF4mUiKBOEt83xi9Mknn7yQGP3111+4ubmRmZlJcHBwgcQTERHBthPXkB286FM7+/o4Bv8WL3KwMKakgzmftynHycnNufJ1ay5+1YqPGpZkg38o/X47S62Z+xmz/gI338JbbO/5OJOQqmLtmdxtDZIrOVSvLm6X9XMs6WDO3r17+fTTT/nxxx9ZsGCB9vouQC4uLly5ciXP140aNYry5cszatQoHUQlvGtEUiQIbyErKyt2797NpUuXGDlyJJmZmQwYMIDOnTvTu3dvgoODcXFx0XkcarWaWnXqYtd8CM5WxjkWDTx7L5r0TDU+Lq+WFLAwNmRquwqc+LwZ6z6qw+AGJdl3PZzWc48ybsNFQp8kZ9Ni4dSobDE87M0IuBejvUbfsLt8fHw8nTt3pkePHowfP157/RawiRMnEhgYSNmyZXn8+HGuromJiWHDhg0sWbJEVK0WtEIkRYLwlrKysmLPnj1cvHgRe3t7NmzYwLZt2/j999+1UvclW35+4OAAkkSKkTHLanbEqsEIsC3B9I4VX5lLcycykWl/XWXk2gu4WJvQ1dctx6aLW5tSt5R9VoI0qRlDG3mx68ojms05zKRNlwl6nPBWLO9PSsvETJv7vv27u3yoJCHDK7vLN27cGBsbmwLfRkPbWrduTei/twrd3d1ZsWLFG6/Zt28fjRo1wtLSUtfhCe8IkRQJwlvMysqKnTt3YmZmxrfffpunrTnyzM8PBg2CJ09QI/FRly/5ruVw7Eyt+NY1mfcq/lew8HZEIl9uu0q7+cdZdzYUKxNDFvX1zfUEZFtzJZPblOfoxKb0ru3OtosPaT33KM3nHGH7pbBCnRw5WRlz5WEcqRlanFfUpw++9vZ8M336C7vLjx8/nitXrnDs2DHdJcIFyNnZmZs3bzJq1CgGDx5MixYtSE9Pz/H8Xbt20aZNmwKMUCjyZFkuNA9fX19ZEIS8CwwMlB0cHORz587prhMPD1kG+badq9y7x/9kj0k75OU1OsoyZD33r4cxyXL5L3fLHpN2yOPWX5BDnyRp3HVUQqq88sRdufXPR2SPSTvkgb+fkQPuPZFn7bkh/xlwX87MVGvch7bsvBwme0zaIff77Ywcm5SutXbd3Nzk0aNHP/t+ypQpsiRJ8tq1a7XWR2Fy9uxZ2cbGRrayspKPHz/+yvOZmZmyk5OTHBwcrIfohFxZsybrd4MkZX1ds6ZAuwcC5DzmIXpPhJ5/iKRIEPJv/fr1speXlxwTE5Pt8xkZGfKyZcvktLS0/HUgSfINBw+52ig/ucrotfKqau1kNWT9GpGkZ6fdiUyUPSbtkBccuJm/fl5DlamWfzt251nS9fQxdv0FOS0jU+v95de6MyFy6Sk75XrfHZAP3HislTbLli0r9+7dWz579qw8fPhwWZIkeeXKlVppu7DKyMiQ27ZtK0uSJI8YMeLZcbVaLc+aNUuuWLGiHqMTXmvNGlk2M8v6/fD0YWZWoImRSIoE4R33ySefyJ07d5bV6hdHTn755RfZzMxMliRJdnV1lePi4l54vk2bNrIkSbJCoZANDAxkIyMjecuWLS+cE+ZeSq437He59oiV8h1blxd/2T03UnT8VqTsMWmHfPRmhM5e56PYFHn2nkD5+K1Ied7+m7LHpB1yizmHtZaAaMP5kGi52Y+HZI9JO+RhqwPkJ4n5TEb/5evrKwOyQqGQLS0t5WXLlmkp0sJv7dq1slKplD09PeXg4GD5o48+kitVqiTfu3dP36EJOfl3ZPmVx3O/K3QtP0nR238TWhCEZ+bMmcP9+/eZO3fus2NTp05l1KhRDBw4kOjoaGRZxsvLi4iICACGDh3KP//8w86dO/H39+fIkSO4u7uzcuXKZ21cvHyVNnUHEWFuy9It/6NkTNh/nSqVz1ZCARgoslYBSehuNZCztQmftvamfmkHRjcvw7L+NchUy3y8+hyP4/K/VYQ2VXO3ZfeYRnzW2pv9N8LpuPA4TzSoweTj44O7uzuZmZnEx8czZMgQLUZbuPXq1YuHDx9ibm5OqVKluH//PidOnMDDw0PfoQk5yaG+Vo7HC4u8ZlG6fIiRIkHQ3J07d2RHR0f55MmT8vz581+5zbJ27VoZkCVJkqtUqSJLkiRv3779hTaGjpssW1VvJzeYsETuPP+QXLzvbNlj0g5544KNsmxv/99fffb2rwyH3/339tlG/9ACeb1PhUQlyR6TdsgLD94q0H5z4+zdJ7LHpB3y0iP5n/+yZs0a2djYWItRvX2uXLkiOzo65v8WsFBwxEiRIAiFQcmSJVm2bBmdO3dmzJgxfP/99wwYMACAevXq0adPH3r06MGqVaswNDRk8eLFtG//347rS48Gs8+4PrYthxOSacvpS9cxtndhRicfuo3sBlFR//2Ki4p6thLqKQuTrN2DtLr6Khfc7c2wNjUiIr5wjBQ9r6anHZ72ZpwLyX/9og4dOpCWlkZ0dLQWI3u7rF69mkGDBqFUKvUdivAmb6ivVViJvc8EoQjq2LEjCxcuRKFQMHHiRACmTZtGQEAAN27cwNvbG4B+/fq9cF1MUjo/7r1Jo7LF+KZjRVxtjNm/fz9NmzbN9QfR0206tLkpam6ZKw1ISFUVeL+54elgTmh0/gtRWllZYWJiwvbt258lue+SzMxM1qxZwz///KPvUITcePrH0tSpWbfM3N2zEqKX/ogqbMRIkSAUUd9++y23b9/OWlEB/PDDD3z99dfPEqLnrT0TSvclp6j97QFkZD5vUw53ezMMDAxo3bp1nv4yj07MqivjZGWinReSS6pMNZGJaTgWcL+55e1kSVB4AnHJGfluw83NjX379mkxqrfHwYMHKV68OD4+PvoORcitPn2y6mqp1S/U1yrMRFIkCEWUr68vCoUCf39/VCoV6enpjBs37pXzZFlm+t/XOHs3mpIO5vza15dyzq9ux5FbTzeETSng22f7b4STkSlTydW6QPvNrWKWxmSqZeJS8p8UVapUiYsXL2ovqLfIH3/8Qf/+/fUdhlDEidtnglBESZJEr169WLduHc7OWdWmTUxeHUWRJAlDA4lq7nZs+Liuxv06WhoDEF6Aq8BUmWpm7w2itKMFrX2cCqzfvPC/F42brSkl7Ezz3UZsbOw7uaVFYmIi27dvZ86cOfoORSjiRFIkCEVYr169KF++PPv27cvxFlhwZCIpGZmUL57/0aHnOVuboJDgYWyKVtp7E1mW+fVIMMGRSfza1xdDg8I5AB74OIEW5R012rg0MDCQbt26aTGqt8OWLVto1KgRjo6O+g5FKOJEUiQIRVi5cuVwc3MjNTWVw4cPv/Dcb0duMWv3NdIyQc5IZeWUAawcHYVCoXj2wS1JUraP5597+fwGDRrg7PYBD2N0nxTJssyUrVdZdzaUdpWLF9pRouR0FSFPkjWe7xQZGUnbtm21FJWO+PlpfXLtH3/8wbBhw7QUoCDkTCRFglDEzZw5k6VLl7Js2TI6depEZGQkCoUCpUt5rKu1xs3FhUqGjzBtVOtZrY7MzExkWUatVj87plarX/j++fOePtLT01m0aBFdfulJcGSizl9bWFwq686G0raSM/N7VtNoFEaXUjPUAJjlckPc7KjValQqFW5ubtoKS/v8/GDoUEj+d5VdSEjW96BRYnTlyhXq1tX81q4gvIlIigShiGvXrh2DBw/mzp079OjRgxEjRhAfH4+xsTFVq1bVen82Njak3b/CFdmDvdce09rHWet9POVsZUJJB3PuRuV/qXtBMDHKuqWX8m9ylB8KhQI3NzdmzZrFqlWrtBWadk2d+l9C9FRyctZxDZKi4sWLEx4ejqurq4YBCsLrFc6b74IgaM3mzZtp2bIlYWFhLFiwgPLly1O7dm2dJEQALVq04NqmeRgbKjhyM1InfTxloJAY17IsNx7F82fAfZ32pQlTIwOsTAw1qlME0L17d3bs2KGlqHRAR1s7uLq6EhYW9uYTBUFDIikShCKucePG+Pv7ExAQUCD9ff7559wLvoVEVjFFXetQuTi1StoxfXtWWYHCSJIkapW059gtzZLEyZMnEx0dzY0bN7QUmZa5u+fteC65uLhw+fLlrNtznp6gUGR99fPTqF1BeJlIigShiPP29mbx4sV07dqVJ0+e6Ly/GjVqYG5ujklmEkHhup9XJEkSi/pUp7i1Kb2Wnebr7ddISM1/LSBdcbczIzopXaM2HBwcqFChAk2aNCE+Pl5LkWmRjrZ2GDx4MBE//0zqgAFZ85Rk+b/5SiIxErRIJEWC8A7o2rUrXbt2pW/fvmRm6r6oYocOHYi8fIgTt6MIfaL7+T4OFsZsG1GfXrVKsPLkPTr9cqJAJnrnRVKaCjMtjJz5+/tjZGRE6dKliY2N1TwwberTB5YuBQ8PkKSsr0uXarz6rE6dOvxkaorJy+/dp/OVBEFLpKdbABQGNWrUkAtqiF8Q3jUqlYrmzZvTvHlzpk2bptO+YmNjcfQog+cnK6hXxpGVg2pprW21Ws23335LdHQ0mZmZGBgYMG3aNGxsbAA4fecJn/idJ12lZn7vajT1Lhy1bZYdvcPMXTc4NrEpJezM3nzBayQnJ1OuXDmSk5O5efMmdnZ2WoqyEFMoskaIXiZJWdtICMJLJEk6J8tyjbxcI0aKBOEdYWhoyOrVq/n555/JyNDt7SUbGxua1fUl/eJ2DgdFckcLozZqtZqwsDA+/fRTvvrqKzZu3MjWrVv5+eefOXr06LPz6njZ89fI+pSwM2PoHwEcDAzXuG9taOJdDIATt6M0bsvMzIybN29iYWFBmTJlCuetNG3T0XwlQXieSIoE4R3i7u5OmTJlOHbsmM77Wrp0KRFB5wAIi83/lh+1a9dGoVBgYGCAq6sr8+fPZ+jQoTx48IAdO3YgSdIrBQ3dbM1Y/3EdyjpZ8umfl4kvBHOMns4ncrLWzoa1JiYm3Lx5E1mWGTNmjFbaLNR0NF9JEJ4nkiJBeMd06NChQJZ1u7u7U8fbFVmVzuLDt0lX5f0Wx7Vr1/D39+fw4cMkJSUhyzIqlYrFixcDsG/fPmRZRqlUolAonj0kScLaVMn+bwcRnZTOujOaLQnXhu2Xw1AaKKisxQ1rlUolY8eOZcOGDaiL+i2k5+YrqYEEOzutzFcShOeJOUWC8I65cOEC3bt35+bNmzqvAJ2amoprw65YNh/O8CalmPReuTxd36pVK0JDQwkMDMz2ebVazdWrV5+NJBkaGqJQKDA0NMTAwIC1a9cy/6YFTer4smZIbW28pHyJTEij/g8H6VLdle8+qKzVtlUqFaampvzyyy8MfVo9uggLCgqiYcOGhISEYGqa/811haIvP3OKREVrQXjHVK1aldTUVAIDAylfvrxO+zIxMWH9t2PoPW8PyySZXjXdcbfP3STj1NRUDh48iN9rllwrFAoqV845yXBxcUEOisPIQL/bf5y+84R0lZretTy03rahoSFt27blu+++eyeSorlz5zJs2DCREAk6IW6fCcI7RpIkOnTowN9//10g/bVs2ZKWzqmkp6UyadN5shudVqvVnDp1ivT0/+r4jB8/HnNzc3r06JHvvk1MzTG0daG0o0W+29CGlIyspeQBIbopLjl37lxCQkK4evWqTtovTPbu3Uv37t31HYZQRImkSBDeQZ06deKvv/4qsP7WLF0Al7dz6m4cf1/K2q4hOTmZo0ePMnz4cKysrKhfvz4mJia4uLjQrVs3lixZwnfffadRvyqlBZKhEq9i5tp4GfnWorwTCilrWb4ulCxZkrJlyzJ27FidtF+YlC1bljt3dPNzFASRFAnCO6hJkyZcv36d8PCCWa6uUCg4uOQr0h/dZNTvRzA0NsHc3JxmzZqxefNmxowZQ2pqKgEBAbz//vtcunSJWrVqMWLECI36bdowa2f1bdt3a+Nl5NvMnTeQgeFNSumsj6+//prDhw+Tmpr/lX5vAy8vL+7evavvMIQiSswpEoR3kLGxMa1atWLHjh0MHjy4QPosXcqLse2qseh8Emu27qZjk9qYvbTEunr16ixatEhrfRazMsdETuNoUDhqtRqFouD+DrwTmcjea485cCOCgJAY2lcuTr+6nlpp+2kCefbsWa5evUpoaCi+vr4olUq+/PJLZs+erZV+CqOHDx/SvHlzfYchFFFipEgQ3lEFfQsNoFMjXwB2PTYnQzLSeX8KhcTAxuVQelZjcwGOFqky1YzwO8+mcw9QyzKjmpVmRqeKeW4nNTWVL7/8khYtWlC2bFlsbW0xMjLC1NSUJk2a8PXXX3PkyBESExP57bffSElJ4ccff2Tz5s06eFWFw507dyhVSncjbsK7TSRFgvCO6pSUxMIdO5ALcMdxb2dLvmxfgZO3oxi2+hyZat2XBLEzTEdSGOBTTXtbjbzJ6TvRBD5OoFuNEmwZUZ8JrbyxNVfmqY1vvvkGS0tL5s6dS1JSErVq1WLixIns2rWLuLg4VCoVcXFxBAcHc/r0aaKiooiNjeX999+nW7du1K5dm4iICB29Qv15+PAhtra2+g5DKKJEUiQI7yI/P0zHjMFdlpEKeMfxwQ1K8m3nSpy684RVJ+/pvL8Tx7K2ADEy1k4l6TcJepzAlK1XMDKQaO3jnK820tPTmTFjBp9//jkJCQmcOnWKNWvWMHnyZFq2bImVlVW211lbW7N161YuX75MREQEzs7O1KtXjzNnzmjykgqVXr16MXfuXH2HIRRRIikShHdQ5uefY/DyhNwC3HG8Ww03GpZxYP7BWySnq3Ta14WrNwAw1cIO9bnxv53XCY9PZeWgWpR0yN+qty+//BITExNmzJiRr+srVqzI3bt32bt3LykpKdStWxcrKyuaNGnCkiVL3urJ2NOmTeOPP/4Qk60FnRBJkSC8g6QHD7J/IrRgtsOQJInhjUsRm5zBsVuab5D6OlHphhiQiYt1wRT7S1epKeNkQf3SDvluY8mSJXz44Ycax9KyZUsuXLhAVFQUU6ZMITk5mXHjxmFqakrFihW5fPmyxn0UNCcnJ8aMGcPUAkrghXeLSIoE4R2TkJDAg5y29yjAHcerutsAcCE0Vqf9GNm7YZ6ZiEKhu6rWsiyjVsscuBHO+dAYfN3zP+fFz8+PxMREjWs0Pc/Ozo7PP/+cs2fPkpyczKVLlzAxMaFq1ao0atSIBzklyYXU+PHjOXz4MOfPn9d3KEIRI5IiQXjHREVFMdPcHFnPO44bGxpga2bEr0eC2XP1sc76MbR2Qp0QqbP2ZVlm8KoAvKbsYvCqAEyNDBjaOP+row4fPoyNjc0r5Qq0qXLlygQEBHDs2DEePnyIu7s7zs7OdOrU6Vl17MLMwsKCCRMmiLlFgtaJpEgQ3jElS5bkauXKnPv4Y/DwAEnK+lrAO44bKCT+HtmAym7WTNx0ieik9DdflA8KYzNS43SzvQbAzfBEDgZmrfIa16Is+8c3xtUm/7fqfvjhB2JiYli3bp22QsxR/fr1CQ4OZvLkyYSHh3Pw4EGmTZuGp6cnRkZGuLm5MXr0aJ3HkR8DBw7k77//JipKt7dfhXeLRkmRJEndJEm6JkmSWpKkGi89N1mSpNuSJAVJktRaszAFQdCmjz/+mGmBgXDvHqjVWV8LMCF6qoSdGT92q0Jimoqv/r6mkyX6RoaGJGXIOptcfD40BoCjnzVlTIsyOFpptsrNzs6Ojh07MmHCBG2ElyszZ85kyZIlJCUl8cknn5CWlsZff/1Fx44d+eWXX1i4cGGBxZJb9vb2dOrUiRUrVug7FKEI0XSk6CrwAXD0+YOSJFUAegI+wHvAIkmSCmbphyAIb9StWzfOnj1bKG6TlHWyZHzLsmy/FEb3JadITNPuarTudUqjLFWTqu/1RK1Wa7VtAPW/G9zmNE0rP2bNmsWjR490Em9Ohg4dyurVq5k1axZLly6lbdu2LFq0iC+//JKxY8cWivfKy0aMGMGvv/5aoD8noWjTKCmSZfmGLMtB2TzVCVgvy3KaLMt3gdtAwVVOEwThtUxNTenbty9LlizRdygAfNK0NHO6VeFcSAx+p7X74ftZmwqUtDclxbcfzboO0mrbAFVL2ABw5q72btFdunQJY2PjAt2WBKBPnz506NDhhZGh6dOnU6FCBRo1alToko9atWphbW3NP//8o+9QhCJCV//HuQL3n/v+wb/HBEEoJD755BOWL19OSkqKvkNBkiS6+LrhYm3C1bB4rbZtbmzIxuENsLUw4aa1r9Zv0Z2+k5UMOVkZa63NM2fOYGdnp7X28mL48OHcunXrhQTo8OHDhIeHM2zYML3ElBNJkhg+fDiLFy/WdyhCEfHGpEiSpP2SJF3N5tHpdZdlcyzb30SSJA2VJClAkqSAyEjdrRARBOFFZcqUoWbNmgUyoTc3lh+7Q1hcKl75LHj4Oo6WJvStZInSqRSn7zzRatsrT96llqcdDTSoS/Syy5cv4+bmprX28qJ169YYGBiwYcOGZ8fs7Oz4448/WL58OUePHn3N1QWvd+/enDx5kvnz56NS6bYQqFD0vTEpkmW5hSzLFbN5vG4nyQdAiee+dwPCcmh/qSzLNWRZrlGsWLG8RS8IgkbGjBnD/PnzkWXd70H2OgmpGXy/O5Cm3sX4pGlpnfRRxiQRdVoyO6880mq7JoYGWJoYImlxUtGdO3coX7681trLq4oVK/Lbb7+9cKx79+5UqFCBWbNm6Smq7Jmbm3P06FG2bt2Kp6cn27Zt03dIwltMV7fP/gZ6SpJkLElSSaAMcFZHfQmCkE8tW7ZEpVKxZs0avcaRmqFGpZaxNVNiZKCbIosJsdFkRj8g8JF2b8/Fp2ZwIDCCcyHam1MUHh5OjRo13nyijvTs2ZPTp0+/crxu3bpcuXJFDxG9Xvny5SlTpgwPHz7kk6/n6jsc4S2m6ZL8zpIkPQDqAjslSdoLIMvyNWAjcB3YA3wiy3KmpsEKgqBdkiSxbt06xo8fj7+/v97iKGZpTP+6Hmy58JDDQbq5jR4TE4NkaISliZFW263+b/Xq3svOcF1L86ESExNp2LChVtrKj6ZNm5KUlER6+ou1o9q3b8+jR9mPtGVk6mcSdkREBGXKlOGPdRtp9+1WjFp/xq6AW3qJRXj7abr6bKssy26yLBvLsuwky3Lr556bKctyKVmWvWVZ3q15qIIg6EKlSpVYtmwZH3zwATExMXqLo39dTwDuPUnSSfvR0TFIciYRCWlabXdxX1/OfdECQ4XE2rOar5wLCQlBlmUqV66shejyp2fPntSoUQOlUvnC8TZt2pCRkfHK8vzfjt+l7Be7afXzEdaeKZj98wA2b95MiRIlUFsVp+bUTdxIUFIy7iI3j+8qsBiEokVUtBYEgffffx93d3e93hopYWeKk5Ux/1wL10n71+OVGDiWpobHq/uSnTlzhuHDh+Pj40O1atXo0qULY8eOZeXKlRw9epTk5OTXtm1nrsTGTElscobGcR47dgxTU9MCX47/1IkTJ7h79y7bt29/5TmlUomlpSWbNm164fjeq48xNTLAVGnIpfuxOo/x7t27tH+/C30nzKDG8J+g9eekZcK6j+rQu7ojly9f0nkMQtFkqO8ABEEoHJydnXn8WHd7kL2JsaEB3XxLsPhIMElpKsyNtfvrKSE1HYxgycT+zB8QjLGxMUqlkvDwcDIzM3FxcaFmzZqoVCpu3brFX3/9hcLKEUOb4pSwURJ0/lSObU/ecoWHsSkMaVhS4zgvXbqEjY2Nxu3k18qVK3Fzc8PZ2Tnb50uVKsWBAwdeqLjtamvKrYgENg+rS6aOJu0nJiYyc+ZM/li9mgSnatg26odTOXMiDRX0quHG2BZlcbAw5kxqqk73jROKNpEUCYIAZCVF4eG6GaXJrZol7Vh46DYX78dSX4tL3AEqu9tzPQaadehKfU9LIiIiiIuLo3nz5nTo0OGFkZmMTDXtpizjppS1LD41I40boREoUmKIjo6mUqVKWFhYAKBWy/x57gFlnSye3QLUxM2bN3F0dNS4nfw6cuQIderUyfH5OnXqsGPHjheOtargxNYLDzl7L5p6pTT7d4tPzSA5LRMHCyUKCZYuXcbPG/cRY1MOY+eymPZegJFCScMyDnxYvyS+nrZYPTdPLDk5GXNz7Zd1EN4NIikSBAEAR0dHIiIi9BpDNXcbPm7shZOG+4dlZ/KooZQKuE+LCk0o+ZpaSLcjEvh88xVuSm4knN/BmOEf8fuZR9Ro9QEpN08iSRJqtRpDQ0NsbW1xc3OjSr/vOB+eyJ6rj2lXubhGcYaEhODh4aFRG5q4d+8eP/zwQ47Pt2vXjuXLl79wrLF3MYwNFfxzLTzfSdF3333P3IAkTMtkJWTq9BSSLu/DyM4Vk1qDcDWWaFiuOObGhjQs48B7Ps4oFK+uVExKShIjRUK+iaRIEAQAnjx5gpeXl15jsDIxYnIb3dTnsTYz4qNGOb++x3GpfLHtCgcCI7A0NqSp8T22nl3H57t+AQMlI6bux8EyK1lLTEzk2LFjnDx5kr/++ov93w+hyRd+fPrnJeqVssfWXJljP28SHh5Oy5Yt8329Js6fP49KpaJDhw45ntOqVStUKhUjRowgMjKS+/fv8/jxYzJqD2JlYiz3di8lslRbwlMVNPV2ZGzLsrjamD67Pl2l5lFcCk5WJpgYZW2J2b9/f/48FIBTn9k0dDehlKXM9UjwV3bEVGnA+JZlGVjPE0ODN8+zSk5OxsnJSfMfhp8fTJ0KoaHg7g4zZ+pl02ShYImkSBAEAG7fvq23D2N9O3E7ikmbLxOdlM6oZmXoX9eDzm3+h4+PD0pDBdM6VnzhfAsLC9q0aUObNm34+uuvcXZ25uG22aTUHMbEzZep5m5D24rF8XxpRGq13zp+W76Mgwf25ziROi4ujkqVKunstb7O6tWrcXR0xNDwzR8N69evx8XFBRcXF6pWrYrkYs/uZCsOm7RCDk8h9c45/oytzhb/Owwqb0CX1o345pfVnEx0QDK1Qp0ST8IJP9KiQjFxr4xn/9lYmBnzU78GFLPM2jLldkQCliZGeRo51MrtMz8/GDoUnk6wDwnJ+h5EYlTEiaRIEAQAgoODKV1aN9WkC6s7kYnM2HGdQ0GReNqbsWZI7Wd1h4KDg+nYseMb21AoFBw6dIjKlStTu1QdDt6owr7r4UTEpzG9ow8Ae/fu5aOPPiLWviK2Lcfy9Y8L+HrimGzbS01NpWrVqlp7jXlha2v7Sm2il82bNw9TU1Oio18sVinLMitP3uNBTAofVHMh7Lo5SzbuJMCqAcuDlCwPOgF4YW0UQ02rCK4Y26FoMfzZ9fXLOjGtfYVnCRFAaUfLPL+G5ORkTE1N33zi60yd+l9C9F/DWcdFUlSkSfou7/+8GjVqyAEBAfoOQxDeOSqVCgsLC2JjYzEx0f58nsLI/140H670RwI+aVqaAfU8n93Ogaxq348ePeLq1au5am/p0qXMmDGDyOg4Mk2tMUyJwdmxGJIkce/ePVq0aMFnPyzmow2BqC5s5cHe5dm24+TkRFJSEhs3bqRt27baeKm5dvfuXby8vEhJScnxfVC6dGkqVqyY6+00opPSuRAaw+1796nm7Ymvpz0GCglZlgkKT+BRXCreTpa42GiYyPxr9OjRlCxZknHjxuW/EYUCsvtslCRQ66dIpZB3kiSdk2U5T6XhRZ0iQRAIDAzE0dHxnUmI1GqZL7ddxdZMya4xDfm4cakXEiKA6dOnc/36deLjc1eleujQody/f5/UpHjCb15i2ZJfad68OZUqVeLWrVv8888/tKjqRfMyNhhU7sDmf45n287Dhw9p37497du3p0aNGq8UStSlkiVLYmxszNatW7N9Pioqijt37jB9+vRct2lnrqR5eSc+blODWl4OGPw7OVqSJMo5W9HU21FrCRFkJW3BwcGaNeLunrfjehAQEMCcOXP0HUaRI5IiQXjHZWZmMmLECEaNGqXvUArMkqN3CHycwLiWZXCzzX6lUv369bG0tGT27Nl5bt/Ozo6+ffuyfPly/vrrL0qVKgVkJQI/9KiBJMHwX/dgYWFJ+fLl6dWrF0uWLCE+Ph5DQ0PWr1/P5cuXSUpKomTJkvTs2ZPU1FSCgoKoWLEi+/bt0+j1v46npydbtmzJ9rlvvvkGOzs7vd3ey41SpUpx+/ZtzRqZORNeXsFmZpZ1vBCIjY2lW7duzJ49m5UrV+o7nCJFJEWC8I774YcfMDQ0fKEYX1EmyzLLjt2hUdlivF/VNcfz0tPTSUpKoly5clrt38HCmC86VMKsbF1qfvo7xep+QEBwOGPHjsXV1ZXY2Fgga6f6GzdusH79ev755x9sbGyoUKEC169fz7batLbUq1cvx33w9u3bp9c92XKjVKlSmo8U9ekDS5eCh0fWLTMPj6zvC8F8IlmWGTZsGO3atePgwYN89tlniGkn2iMmWgvCO+zUqVPMmzePgIAAvW0rUdBSM9REJ6VTx8sOSXq1zs1Tc+bMQalU0kcHH4SDG5QkPiWDBYduIzvWg2b1aNXfmgvzh1G1alXu3Lnz7N+je/fudO3alW+//RZHR0fmz5+v88rjT548yfa4t7e35qMwOlayZEnu37+PSqXK1Sq6HPXpUyiSoJdt2LCBa9eucfbsWUxNTVmyZAldu3bl0qVLWFtb6zu8t9678VtQEIRX3Llzhw8++IDff/+dEiVKaNzek8Q0Oi48zvlQ/W0qmxuGBhJKA8Ub9ynbvn071apV00kMkiQxvpU3/lNbcOSzJszo5MOtiERqjF5EVFQUzZo1e+F8hULBF198wdChQ7G1tSUyMlIncS1ZsoSVK1fy66+/Zvt869atuXPnjk761hZjY2OcnJwIDS24jWkL0rlz5+jbt++zFXYffPABzZs356uvvtJzZEWDSIoE4R0UExNDu3bt+OKLL2jXrp1W2rQzV5KuUjNx02UK06rWlxkZKPD1sGXHpTDSVJk5nle3bl2dj4o4WBjjYW9Ov7qeTHqvHOcfJLB65xGOHz/O119/nf01Dg6vLIfXBn9/f0aMGME333yT4+hYt27dSE5OfnaLr7Cyt7cv9DHmV1pa2islB3744QfWrVvHhQsX9BRV0SGSIkF4x6Snp9OlSxfee+89PvnkE621K0kSPWuW4HZEImFxqVprVxtcXFxQKpUolUqMjY3Z+dN4wuJScarSFFNTU8zMzDAzM8Pc3BwLCwssLCxYtGiRzkZkslOrpB0ASlsX5s6dyzfffMP58+dfOc/Z2Zm4uDit9//VV19RtmxZvvjiixzPcXBwwNTUlM2bN2u9f21SKpVvrLf0tkpNTX1llaiDgwMzZ85k/Pjxeoqq6BBzigThHSLLMh9//DFWVlb8+OOPWm+/kpsNADfC4l/Y2kHfwsPDmTt3LqVKlUKtVhOfmsmUAHjvwwl0dktFrVaTmZn57OvT/85pp3hdeBiTAmSNuLUbOZLNmzfTokULHj9+jFL537YhxYsXJzExUev9Hz169LUJ0VOenp7s3r2bwYMHaz0GbSnKSVFCQgLGxsavHO/fvz9TpkwhODj42WpHIe9EUiQI75BNmzYREBDA6dOnMTAwePMFeVS6WNbO8XeiEgEt7D+lRY0bN6Zy5crPvvfPvMjWCw/x8a7ElLbln9XP0QdZlvnrUhhmSgOqudsAWVWwHR0dKV++PN7e3hgYGGBgYEBoaCgpKSla7d/f35/k5GRGjx79xnNr167NkSNHtNq/thkbGxfJpOj48eMcPHgw2w17lUolPXv2ZM2aNWJ+kQbE7TNBeEekpqYyceJEFixYoPneUDmwNjPC3lzJncgknbSfX7Isv/LX9eyulRlYz5Pfjt9l5s4beokrIiGVXktPU23GPrZfCqNfHY9nRSSVSiWHDx+mePHiREVF8ejRI0JCQt64YWt+zJo1i5IlS+Zqd/mOHTvy4MEDrfavbUqlkrS0NH2HoVWPHz+mZ8+erFy5EvccikgOGDCAP/74o1DP6SvsxEiRILwjfv75Z6pXr06TJk102o+ztQkRCYXrA0mW5RduQQEYGiiY3tGHxDQVa86EMKZFGaxNjQospkdxKfRcepqQJ8l0r+GGr4ctXX1fXAVYtWpVjh/PvvK1Nu3fv5/hw4e/+USgXbt2ZGRkMH36dDIyMmjfvj1169bVcYR5U9Run2VkZNCjRw+GDBlCmzZtcjyvevXqmJiYcOLECRo0aFCAERYdYqRIEN4BmZmZLFy4kG+++UbnfSWlqbAwLnx/b2U3DwOgXx0P0lVqNvrfL9B4Ttx+QsiTZKa2Lc+srlXoUdNdL7fwgoKCiI2N5dNPP331ST8/8PTM2gvM0xP8/FAqlVSvXp158+axbNkyGjRowKpVqwo67Nd625Oi1NRUxowZw/r164mOjmby5MmYmZkxbdq0114nSRLt27cv9Lc3CzORFAnCO+Do0aM4OTnh4+Oj034S01Q8jE3B1bbwTLJ+Kqd93Sq7WVOqmDm/HC64ooTxqRn8dvwutmZG9Kmj3/204uPjMTIywsvLi7lz5/73hJ8fDB0KISFZm6OGhGR97+fHuXPniImJISIigs8//5xBgwbx/fff6+01vOxtn1OkUChYuXIl8+fPx9PTk82bN7NmzZpcFVgtVaoUd+/eLYAoiyaRFAnCO2Dt2rX07t1b5/2cuB1FRqZM47LFdN5XXr18++wpSZKo7GaD0qDgfh3+9M9NboUnMLdnNcyU+h1Vq1mzJvHx8XTu3Jnx48f/t+R+6lRITn7x5OTkrOPPmTlzJgsXLmTKlCmcOnWqACPP2ds+p0ipVNK2bVsGDhxIREQE165dw97ePlfXenl5FfoCm4WZSIoEoYhLS0tjy5Yt9OzZU+d9+d+NRmmooLq7rc77yqucRooATIwMSEhVFVgsN8MT8LA303vyePToUXr37o2XlxcrV67ExMQEe3t7unbtihwSkv1F2VSKHjFiBA0bNqRXr146jjh33vbbZwAtW7Zk7969mJiY5GoC/FMlS5YUSZEGRFIkCEXc7t27qVSpEm5ubjrv6/qjeMoXt0JpWHh+tahUWcnO6/bBehibQkkH3azIe54sy5wKfkLg4wQcLLKf46RLjx8/Ztq0aVSuXBmlUkmTJk04ffo0nTp14sqVKyQnJ/PgwQN+/PFHckiJIIeVT3/++Sf3799n+fLlOos/tywtLYmIiNB3GPkmyzKrVq2iZcuWeb7W3d2dR48ekZHx+m1shOwVnt9cgiDoxNq1a3WyqWl2opPSKWaR/W0qfUlNfXN1bXOlAXEp2v8QSc3IZMWJuwz9I4BOC49TfcY+ei07jbmxATM7V9R6fy9TqVRs2LCBNm3aYGtrS/HixVmwYAEuLi6sWrWK9PR07ty5w+LFi6lY8b94JkyYQMynn/JyYYV0Q0OYOfOVftJUmURkGDPoww8ZN24carVax6/s9dq1a8eWLVv0GoMmNm7cSHx8PB999FGerzUyMqJ48eJFdu83XRNJkSAUcYcOHaJt27YF0lcJOzMCQmK48Si+QPrLjTfdRrkXlcT+G+E0KuugtT7vRSURHJlIj6Wn+Xr7dW5HJmJlasR7FZ35/oNK7B3biNKOllrr73nXrl1j+PDhlCpVCmNjY/r168fDhw8ZNWoUjx49IiYmhj179tCrV6/Xjp5Vmz2buNmzeWhoiBqItbZmsFpNic8/58aNF+s6bQy4z8yd1/nf7Lmo1WrGjBmjk9eWWw0aNCA2NpYrV67oNY78SEhI4LPPPmP+/Pn5LrDq5eUlJlvnU+FbNysIgtYkJSWRkJBA8eLFC6S/ia296bXsDG3nH2Ni63IMb6L/7QbeNFK0MeA+ahnGtSirlf4i4lNp8dMRVGoZSYIFvarRoYqLVtrOTmJiIsuXL2fDhg1cunSJlJQUihcvTpMmTVixYgWNGjXKd9sun34K/y7VtwHmRUfj6+tLr169uHjx4rPzHMyNOXUnmujkTEaOHMny5ctZsGCBZi9MAwqFgm7durFp0yYqVaqktzjy6vr163Tt2pUPPviAhg0b5rsdMdk6/8RIkSAUYffv36dEiRK5WsqrDWWcLNk7tiEtyjsx558gwuP1vzHsm1Yh7bseTl0vexytcp6InVuqTDUbA+6jUmdVFF73UR2dJkQAtra2TJkyBQMDA2bNmkVSUhJhYWGsXbtWo4QoO3Z2dgwYMOCVitYOlsZUdLEiOimNChUqaH0bkvwIDAzE09NT32Hk2tq1a2ncuDGffvrpi6UR8qF69ers2rVLO4G9Y0RSJAhF2OHDh6levXqB9mlvYcywxl6o1DKX7scWaN/ZSU9PR5KyL4oYl5LBrYhEav+7Q72mDgdF8uM/NwHYPLwudbxyt4xaEwqFgnXr1nH8+HFGjhyZp5VK+VG3bl3i4uJeOKZWy1wNiyc1Q42bm5veJ/nevXuXM2fO0KNHD73GkRupqakMHz6cr776iv379/Phhx9q3OaHH37IhQsXOHHihBYifLeIpEgQirBVq1bRv3//Au/Xx8Uaa1MjNgbof4+s140UBUdm7TZfrriVVvpyt89KSD5vUw5fjzwmWtlUj84Na2trzp07l7e+NLB3795XEq8/TodgYqSgZkk73NzcyMzMLLB4srNs2TL69eun8wRRU3fv3qVBgwZERkYSEBBAlSpVtNKuiYkJ33zzDRMnThT7oOWRSIoEoYi6efMmd+/epVWrVgXet4mRAR81LMn+G+H4nclxcXeBSEtLy3GkyPzfwomP4rRzuycqMSsBq+xmnbcLX1M9+k2cnJy4fv16fsLNl2XLlvHxxx8DWavOfj0SzM7LjxjWuBTWpkZ4eHggy/KzUggFLT09nd9//51hw4bppf/cCgwMpH79+vTt25c///wTa+s8vmfeoG/fvty7d++VSfHC64mkSBCKqD/++IPevXtjZFRwm5w+b3iT0jTxLsYX264yfM05Vp289yxpKEivu31Wqpg5VUvYMGtPEE+0ENvTqtiqzDz+dZ7L6tHZcXNz4/btgtmiZPny5aSmpvK///2PjEw1g1b48/3uQBqWcWBoIy/gvyKZYWFhBRLTyzZs2ICPjw/e3t566T83bt26RYsWLfjuu+8YO3Zsju/PvFCpVAwbNuzZz12lUhETE/NWzasqDMTqM0EogtRqNatXr+avv/7SWwwGConFfXz5aV8Qf18KY/fVx/xy6DaHPm2CeQFuGPu6kSJDAwVfti9Pl8WnOBn8RONJ0VamWQloTHJWGYCoxDQCHyWQlK5i6/mHxKdm0MS7GAPrleROVCKXH8SRplLjYuREXaPHmGW8lJi9VGvmceQT/rdoNQG3H/E4Ior4hAQyM01RWpbn1yPBADhYKLG3MKaKmw0JqRlcehBHYqoKQwMJc6UhkpQV15GgSC7cjyU1I5NannaERCdTx8uOL9pVyPHfZ9euXXh7e6NUKllyJJiTwU/4oUsletR8saCjgYEBoaGhuOdQ6FFX0tLSmDZtGitWrCjQfvMiODiY5s2b88033zBgwACttTt//nxWr15NamoqK1eu5OrVq5QuXbrQ30IsbERSJAhF0JEjR7CxsaFq1ap6jcNUacDUdhWY0rY8+66HM3T1Of638zrfdq6klb+Oc+N1SRHwrGhjplrzuRfudmZYGhuy9Ogdjt+KYuuFh89WojlYGONsbcy3uwL5fncgL3TXZRqWqYkMDviL4glR1Lp/jZIxYc+qRz+OS2XC8j0ce5COwrgMuJYBV3h+JtT3uwMBqOJmzaUHL06Ezo6zlQmtKjhhbmyI0lCBkaGCdWfvk5yeyU/dq2KgePVn5uHhwdmzZwHYffUx1dxtXkmIIKuA4MOHD3P5U9OeRYsWUbFiRZo0aVLgfeckKSmJwMBAUlNTiYuLY8SIEUydOlUrE6qfSkhIYMaMGRw9epQOHToQEBDA0aNHqVmzptb6eFeIpEgQiqAdO3bQrVs3fYfxjCRJtPJxZniTUiw+HExNTzs+qK77bUcAMjIyXpsUVSthi525ki0XHvJ+NVeN+jIxMmBU89LM3htEcGQivWq506CMA5bGhtTwtENpqODIzUjO3n2Cm60ZLjameDtZErz+L5YdusncBv9VHm9+9xxN65fn2uZLrD9zD7UMrlIMX/drSNUStpj9O5qTkZ6Ovb09pUqVIiMjnfNqiUxrF2QbVyxMjfl0QGc6vtccVaZMcnomalnGzlxJMQtjFC8lPr8cus3svUHEpWQwt0dVbMxerE5epkyZZyvPLE0MiU56tTBmYmLW5PWCTopiYmL47rvvOHToUIH2m5PExER++eUXfvrpJ4oXL465uTnGxsZ8+eWXDB48WKt9mZqaolarcXd3Z8aMGXzyySeEhISIZfn5IJIiQSiCAgMDn02GLUw+a+XNkaBIlh69U2BJ0evmFAHYmivpUbMES4/eIS4lA2tTzeZgDW1Uin51PFEaKrIdbWlcttgrG8E6f9yD+hZ+RMyYTNyTOHbWaseaam04EKaAsAek3T7DvCEt6N72/Vc7NDZk6qRPuX//PiYmJhgbG2NmZoaJiQlHjx5leK+OTHdyYvbs2fTt2/e1sX/StDTWpkZ8s/06PZacxu+j2i/s0fZ8DaIqbjb8eiSY+9HJlLAzIz4+nmHDhrFx40ZsbGzo1KlT3n94Gvj+++/p1KkTPj4+Bdrv82RZ5ty5c6xcuZL169fTsmVLDh06RIUKFXTar6GhIfXr1+fo0aMMHDiQhQsX0qlTpwIvx1EkyLJcaB6+vr6yIAia8/LykgMDA/UdRrYWHrwle0zaISekZhRIf5cuXZIlSZLXr1+f4zmHAsNlj0k75FPBUQUSU26kZWTKnhP/lot3+lROSkrKdzuRkZFyt27dZEmS5DVr1uTqmhO3ImXvL3bJrX46IselpD87HhMTIwNyZGSk/CAmWfaZtkce4XdOlmVZ9vDwkG1tbeVly5blO9b82r59u1ysWDH54cOHBdrvkSNH5OXLl8s//PCDPGHCBNnHx0f28vKSv/76a/nu3bsFGsusWbPkTz75RJZlWY6OjpbT0tIKtP/CCAiQ85iHiNVnglDEpKam8vDhQ7y8vPQdSrYqumYtPT5z50mB9Fe5cmXGjBlD3759c1yeXMEla3bOriuPCiSm3MjMzESWFFT2ctFosqyDgwMbN25kwoQJ9O/fn+bNmzN+/Hg2b96c475w9Uo7sLx/TYIjExm+5hzpqqwNXm1sbChTpgylS5fGIDWOtpWcORIUybGTpwkNDeXq1asMGTIk37Hmx/bt2xk8eDA7duzAxUW31cOfl5yczHvvvcfx48eJjIzEwcGBRYsWcfv2baZNm1bgq76aNGny7Nahra0tSmXh2pj5rZHXLEqXDzFSJAiau3Lliuzt7a3vMHKUlpEpV/l6r/zxHwEF2m+dOnVkGxubHEddvvrrquwxaYd8/FZkgcb1smXLlslOTs6ypW8H2WPSDnnVoWtaa/t///ufXLduXbl48eKyoaGhbG5uLm/YsCHH8zcF3Jc9Ju2Qx62/IKsy1bIsy3JGRobs7e0tW1hYyH6Hr8gek3bIpUcslSvXqKO1OHNr27ZtsqOjo3z27NkC7/vEiRNy9erVC7zfnGRkZMiWlpZyVFThGe3UN8RIkSAIQUFBlCtXTt9h5EhpqKBfHQ/2XHvMjUfxBdbvkSNHMDIyom7dutk+P+m9cngVM2f4mnOcC4kusLieN3POAj5bdRjrfvOwa/ExvWu7072+9urtTJ06lZMnTxIWFkZKSgpdu3alZ8+e1K5dm6ioqFfO7+LrxqetyrLlwkO6LznFP9ceg6Tg6tWrlCxZko/a1mZiXWvSzRwp3Wua1uLMjW3btjF06FB27typl1VW/v7+hWp1V3p6OiqVCgsLC32H8lYTSZEgFDFRUVE4ODjoO4zXGtygJHbmSiZtvkxGprpA+lQqlfj7+3Pjxo1sl0ObKg1YNagW9hbG9Fl+hkOBEQUSF0B0UjrtvlzJ0kduWNfvSa1yHszrWZVp7StgYmSgkz4NDQ1ZuXIlly9f5uHDhzlOBh7ZrAw/dKnE47hUhq4+R53vDvL9npv8ufcYPj4+jOzcCNXVPZyLUBORoPsNgK9du8bw4cP5+OOP2bVrFzVq1NB5n9kpbEnRxYsXqVChAsbGxm8+WciRSIoEoYjx8vLizp072T4XERHB119/zYgRI5gyZQqzZ8/mt99+K/CtAGzMlPzv/YpcfhDHL4cKphozZNXZ2bJlCytXrmTevHmvPF/Czow/h9WlVDELPvojgJPBr46eaNvpO0+oM2M3V9PsqGqTwcEJTVg9uDadqrrqLCF6XsWKFZk9e/azpfTZ6VHTncOfNWFJP198PWxYdeoerecdp/ywBXTs2pNPPmgKQOCjBJ3EqFKp2Lp1K82aNaNFixY4OTlx8eJFfH19ddLfmyQlJXHw4EHq1aunl/5fplarWblyJbVq1dJ3KG89sSRfEIqYMmXKcOvWrWffnzp1ijlz5nDkyBGioqKwtrbGxsaGtLQ00tLSSE9PJzk5mc8//5xvv/22wOJsW6k471d1Yf6BW9T0tKN+6YIZ3Wrfvj2zZs1i3LhxqFQqJkyY8MLzDhbGrBtahw8WnWSE33m2jaiPp4O5TmK5eD+W3ktOkPYkjHG1rPh0aJ83X6Qj8hs2DjUyUNDax5nWPs48SUxj3dlQft5/i759ptCxRgmWLjhOmkq7o35Pnjxh2bJlLF68GFdXV0aNGkWXLl30Pon4m2++oVmzZpQvX16vcUBWcdJ+/foRFhbGtm3b9B3OW0+MFAlCEVOiRAkiIyOZOHEijo6O1K9fn8uXLzNw4EBCQkKIjY3l3r17PHr0iOjoaBITE1m2bBmzZs2iTp06pKbq/hbIUzM7V8KrmAWj1l0gLFY7m7LmxqeffsrPP//MZ599xnfffffK81YmRvw2IOu2zNRtV3QSQ6Zapv+8naQnxjCzeTG9JkQKRd4+CuwtjBnZrAydqriw5fxDZLISqjRVplbiuXHjBh9//DGlS5cmMDCQLVu2cPLkSXr16qX3hOjq1av8/vvv/Pjjj3qN46m9e/dy9+5d9u/fX+hvm78NxEiRIBQxBgYGmJqaMn/+fPr168d33333xl+WgwcPpl69ejRo0IDixYvTq1cvjhw5QmZmJmq1OseHLMsvfH36388ff/rfkP1qVwMbF5z6zaHfr0fY9WlLjA11f8sIYMyYMSiVSj755BPS0tKYPn06ACdPnuSXX37h4MGDJLvXI7bph1h5VkSZ+Bhra2s++OADfvjhhzwnEi9r//ki4g09GVJDZmCv9lp4RQWvW40SbLnwUCvzr2RZ5p9//uHnn3/m4sWLDB8+nMDAQJycnLQQqXbIssyIESOYPn06zs7O+g4HgMjISCpWrPhsI15BMyIpEoQiqHLlynz11Vc0a9Ys19eUL1+eR48e0bJlS9atW0fTpk0xNTXF0NAQAwMDDA0Nnz1e/v75Y0ZGRs++Pn/s6cPAwOCF75VKJZMWrCNY2ZaWE5dy9KfhOvzJvGj48OE8efKEL7/8kl9++YX4+HgyMjLw8PCgc+fO9B00hI/+foxRr+8xJh0pLZE1IXdY0340n/VoyvgBXfLV74QFG7mh8KSGXTpfDXxfuy/Kzw+mTs3aTNbdHWbOhD6vH4XK7z50dbzs8HGxYmPAg3xdD5CSksLq1auZO3cuRkZGjB07lm3bthXKD/mQkBACAwMZNmyYvkN55smTJ9jb2+s7jCJDJEWCUAQ5Ojpmu8T6TZRKJUeOHNFBRK93okED+s/ZzNFIdzzbf8LBBZ/hVdJT6/2oVCp27tzJ5s2bOXXqFKGhoaSnp2NtbU2pUqUYPnw4ffr0wdDwv1+NK4tFs/vKY6KT0niSlE64mwe3HsUw75qCkPl/Mm903vaY+2rtETY/NKeYHMuacT21uzGunx8MHQrJyVnfh4RkfQ9vTIzyQ5IkJrQqy4crAwBISc/b7bPbt2/TsmVLKlWqxMKFC2natGmBbRScHzY2NqSmpmJgUDCjmbkRHR0tkiItEkmRIBRBDg4O+UqK9GnluA8YteYsO2lLox+PYJyyBUNDQ4zJwFqRhqOpjL2VObY2Npha2VHMwQ7fMm7UKuee462ssLAw/Pz82LNnD5cvX+bJkycYGBjg7u5O7dq1+e677+jYsSNqtRqlUpltOzU97ajpaYdKpeKnn37i0Pz5PIqKofgHU/hLUZV1H0xFHfMAY3MbTCOu4KxMx8XVDU9PDxo1bEj79v/dGjt1I5SVF2KxTAjh5C8jMTLQ8rTOqVP/S4ieSk7OOq6DpAigWTknJr3nzey9Qaw6eY8OVVxytWouMDCQFi1aMG3aNIY+TdwKOWtra1JTU0lNTS00I1lPnjyhZMmS+g6jyBBJkSAUQW9jUqRQSCzsV4v2Vx/z85ajPIh1IFOVQaKBCfEmNtwHSAPC/33cioNTcSTf+o2UW6dRGBpi4lIOQ2snFGkJxJ3fScLdS1haWlKuXDmGDBlCnz59qFixIqGhoaxevZp58+bx0UcfERsbi42NDXfv3sXGxuZZTL/99hujR48m+d9Ew8TEhPfff5/Zs2fj6OxCp2m/c8W5DIZl6wEymXJznsQ/4IGFK2cy1axed5XUab9QxtGCZDNHYh0qYWhqxaFZH2k/IYKsW2Z5Of4vTedHDW9SGk97c4b7nWfUugt8/0El7C1yrpdz5coVWrduzXfffceAAQM06rsgSZKEo6MjkZGRlChRQt/hAOL2mbaJpEgQiqBixYrh7++v7zDyTJIk2lQqTptKPV44npyu4n50ColpKtSyjLWpEekqNftvhLPKzIiYMnUAMFHIWCtSiVEZYluuJjaWlkzvWBHj6NusXbuWXr16cfv2bVJTU7G2tsbHx4dx48bRp08fmjZtSoUKFbh37x6PHz+mffv2XLt2jY8//pgvvvgCQ0NDHBwcXkggdv7vQ8zNzZn4+RTGf/Y5M3dd58pDW6q722BiZMC+69aElqjE02nIbin3+GVUU4pZmermB+junnXLLLvjr3Ht2jWNRz7aVCrOVx0q8L+dN6j3/UEmtCrL0EalXjnv/PnztG3blrlz59KzZ0+N+tQHR0dHIiIiCkVSpFarOX36NN9//72+Qyk68roviC4fYu8zQdCO8PBw2d3dXd64caO+Q9G5DFWmfDsiQf7iu5/l+g0aytWqVZO9fSrLHg3el0t8tFh2/3SbbOJSVnZxcZE7duwoL1++XE5ISHilnbi4ONnW1lZ2cnKSFQqF7O3tLd++ffuN/Y8cOVK2srLK9rnMTLV85UGs/M+1x/KNR3Eav9Y3WrNGls3MZBn+e5iZZR1/jSpVqsitWrXSSgi3whPkD1eclT0m7ZA3nA2V1Wr1s+dOnz4tOzo6ylu2bNFKX/rQqlUredeuXfoOQ5ZlWT569KhcuXJlfYdRaJGPvc8k+Q0FuwpSjRo15ICAAH2HIQhFwvnz52ndujX79u2jatWq+g5H55ycnDA3N6dSpUpYWlpiZWWFmbU9B43roDBU8mX7CnSq6vraNsLCwmjWrBkjR45k5MiRueo3NTUVS0tL5s2bx4gRI7TxUjSTj9VnxsbG/P777/TR0ryjlPRMBqw4S0R8KpIk8WO3yqTcv84HH3zAihUraNeunVb60YeBAwdSt25dPv74Y32HwujRoylWrBhffvmlvkMplCRJOifLcp72gRFJkSAUYRs2bGDSpEmcPXsWR0dHfYejU46OjnzyySd89dVXLxy/8SieIasCeBibwrL+NWhZQft1b/r06cOePXt4+PBhoZmAm1unTp2ifv36pKenv7DqTlMZqkxazT1KyJNk1DJk3DrOio+b0qpVK631oQ8rV65kx44dbNq0Sa9xqNVqSpQowYEDBwr1BtD6lJ+kSFS0FoQirEePHvTp04euXbuSnp6u73B0Sq1WZ7tUunxxKw5+2hhvJ0um/32NuJQMrfe9ePFiIGvfufj4eK23r0tLlizB3d1dqwkRgJGhAY1K2aGWIT1gMwM7NHvrEyKANm3asH//fu3//+TnB56eoFBkffXze+3pp06dws7OTiREWiaSIkEo4mbMmIGNjQ2jR4/Wdyg6JctyjvVjjA0N+F/nikQkpNJ18Un2Xw/Xat9WVlaEhISQlpamtVtQBSU4OJhSpV6dEK0JWZb5+eefWb4oa9Pdv38cy8yBLbXah744OTnh7e3NsWPHtNfo0/pSISFZM8Ge1pd6TWL0559/0q1b3mpkCW8mkiJBKOIUCgVr1qzh2LFjz0Y0iqLXJUWQVW9oab8aqNQy/9t5nZUn7nA7IiHPBQdzYmFhwe+//87OnTsJfcMS+MIkISEBa2trrbUnyzKTJ09m9erV/DN3AjtGNaBG1cpaa78waNeuHX///bf2GnxdfalsqNVqNm3aJJIiHRBJkSC8A6ysrPjrr7+YMmUKERGa71NVGL0pKQJoWs6RPz6sxb0nyUzffoMWPx2l8td7mbr1ilY2M+3UqROlSpV6q0aLEhMTsbOz01p7M2bMYOfOnezbtw8fHx8qumov4Sos+vfvz5o1a4iNjdVOg3msL3X69Gmsra0pX768dvoXnhFJkSC8I0qXLs17773H5s2b9R2KTuQmKQIoYWdG539XoQ1t5EW3GiXwOxPKnH+CtBLHH3/8wYkTJ3hbFo0kJydrLSmaPXs2a9euZf/+/UW6oKCnpyft27dn4cKF2mkwpzpSORxfv349PXr0yPY5QTMiKRKEd0iPHj3YsGGDvsPQidwmRQDfflCJ8sWtWHsmlEZlHOji64rf6VBazDnM9TDNJkrXrVuXVq1a0aBBA65evapRWwUhNTUVW1tbjdtZuHAhv/76KwcOHChUO9vryuTJk5k/fz5JSUmaNzZzJpiZvXjMzCzr+EtUKhUbNmygd+/emvcrvEKjpEiSpNmSJAVKknRZkqStkiTZPPfcZEmSbkuSFCRJUmuNIxUEQWPvvfcely5dIiwsTN+haF1ekiJTpQErBtbEzdaUYWvOs/3iI5LTMwmJTmb+wZukZmh2K23Pnj3UrVsXX19fLl++rFFbulamTBlWr16d7+vT09P59ttvmT17NgcOHMDV9fW1oIqKcuXKYWRkRGRkpOaN9ekDS5eChwdIUtbXpUuzrS918OBBPDw8KF26tOb9Cq/QdKRoH1BRluXKwE1gMoAkSRWAnoAP8B6wSJKkwrOtsCC8o0xMTOjYsWORHC3KS1IE4Gxtwt8jG/Br3+oMqu9Ji/KOqDJljt96QsC9aI3jOXToEPXr16dmzZpcvHhR4/Z0Ze3atQQGBnL48OE8XSfLMn///Tc+Pj6cPHmSI0eO4OnpqZMYC6OUlBSePHmive0++vSBe/dArc76msO8tHXr1olRIh3SKCmSZfkfWZZV/357GnD79787AetlWU6TZfkucBuopUlfgiBox9ChQ1m8eDFqtVrfoWhVXpMiAKWhgvcqFmdy2/IsG1CTOd2rkJimIiFV9eaLc+HgwYM0atSIWrVqcf78ea20qW2lSpXCxMSE27dv5+m6w4cPM2LECBYuXMiOHTveqYQI4O7du3h6eub5PaeJlJQUtm3bVvTnE+WxZpM2aXNO0YfA7n//2xWyNrX+14N/jwmCoGf16tXD0tKSvXv36jsUrdPkA+pBTDIzdlynmKUxjcoW01pM+/bto1mzZtSpU6dQTr5OTk4mJSWF999/P0/XBQUF0a5dO1q3fjdnR+iivtOb7Nq1C19fX4oXL16g/RaofNRs0qY3JkWSJO2XJOlqNo9Oz50zFVABT6OWsmkq2/1EJEkaKklSgCRJAVq5NysIwmtJksTo0aOZP3++vkPRqvyMFD1v07kHxCRnEJmQxpBVAfjfi+ZBTDLnQqJRZWo2qrZnzx5atGhB3bp1OXPmjEZtaduuXbtQKpU4ODjk6brQ0NBCsVO8vuzevZsqVaoUaJ9r164t+rfO8lizSdveWNddluUWr3tekqQBQHugufzfRmoPgOf/b3EDsp3ZKcvyUmApZO19louYBUHQUI8ePZg4cSJBQUF4e3vrOxyt0DQpGlSvJJYmRoTHp7LjUhjdfj317LmanrbMeL8i5Zyt8t3+rl276NChAw0aNODo0aPUrVs3321p08qVK3F2ds7zdaGhoUVi2478CAgIYMuWLVy/fr3A+oyLi+PAgQP89ttvBdanXuSxZpO2abr67D1gEtBRluXnU7u/gZ6SJBlLklQSKAOc1aQvQRC0x8TEhKFDh2qvzkohIMuyRvt3WZsZMbhBSaa0Lc/ecY0Y3aw0o5qV5ot25TkfGst7c49x9KZmo9nbt2+nffv21K9fH3d3d/r06aPXuUZ9+vRh7969TJ8+Pc/X3r9/H/ec6usUYSqVio8//phZs2Zptejlm2zdupVmzZphY2NTYH3qRR5rNmmbpnOKFgKWwD5Jki5KkvQrgCzL14CNwHVgD/CJLMvaqaUvCIJWDBs2DD8/P+Li4vQdilZoOlL0PEsTI8a38mZCK2+GNPTiqw4VAMiUNR/M3rp1KydOnKB169bs3buXDh06aNymJrH88MMPDBo0KM/XGhsbc+vWLR1EVbgtWrQIKysr+vXrV6D9btiwgZ49exZon3qRh5pNOiHLcqF5+Pr6yoIgFJyePXvKc+fO1XcYWmFsbCxv27ZNJ22PWHNO9p3xj5yuytRqu1OmTJGdnJy02mZubdu2TVYoFHJGRka+rj9//rzs6OgoR0VFaTmywuvBgweyg4ODfOPGjQLtNyYmRrayspITEhIKtF+9WbNGlj08ZFmSsr6uWZOvZoAAOY95iKhoLQjvsFGjRjF//nwyMjL0HYrGZC2OFL0sICSaBqUdMDLQ7q9MY2Nj0tLStNpmbv3www/4+vrm+5ZjtWrV6NmzJ5MmTdJyZIXXTz/9xKBBgyhXrlyB9rtz504aN26MhYVFgfarN7ms2aQLIikShHdY3bp1KVu2LD///LO+Q9GYLpMiKxMjTgY/4XCQdjfTHTp0KHFxcRw8eFCr7b6JSqXi7NmzTJw4UaN2ZsyYwe7duzlx4oSWIivcYmNj9bIwYevWrXzwwQcF3u+7SCRFgvAOkySJhQsXMmvWLEJCQvQdjsY0mWj9Oj91r4qJkQEDV/jzk5Y2jgVwdnamTp06jB07Vmtt5ka/fv1QKpV07dpVo3asrKz46aefGD58eJEYbcyJLMsEBARw6dKlfL3HZFkmIj6V0CfJZKrzNi8tOTmZffv26XXu2btEJEWC8I4rVaoUo0ePZsyYMfoORSO6HCmq5GbN/vGNGVjPEw97c622vWjRIq5evVpgk5YnTpzIxo0b2b59u1ba6969O/b29qxfv14r7RU2f//9NxUbtKLbiM95//33c51IpqRn8jgulT1XH9Hkx8PU+vYAjWYfos53B9jof//NDfzrn3/+oWbNmtjb2+f3JQh5IJIiQRCYNGkS169f19oHpb7oaqQIsrYEmd7Rhy6+bm8+OQ+qVq1K6dKlad26NQsWLNDpZr1z587lxx9/5I8//qB58+ZaaVOSJAYPHszGjRu10l5h8/nkydi2GoVN+4kMGjkBc/M3J8V/XXxI9Rn7GLP+AsPWnMfYUMFXHSrw/QeV8LQ3Y+Lmy7kecdyyZYu4dVaAJFkLS0y1pUaNGnJhLIMvCO+C/fv3M2TIEK5fv47Zy0ti3wKGhoYcOXKE+vXr6zuUPDt//jwDBw7k7t27JCYmolQqcXV1pXnz5ixevFgryd6GDRvo1asXs2fPZsKECVqI+j9xcXGUKFGC+/fvY21trdW29SkyMpLSpUtzLiiUjotOUdfLnt8G1nzlvLjkDEKik3gUl8r96GRm7Qmikps1XX3dkIAOVVwwN876N1Rlqvlk7Xn2XgvnzJTmOFmZ5Nh/eno6zs7OXLlyBVdXsVNWXkmSdE6W5Rp5uUZ3f1YJgvBWadGiBfXr1+fjjz9m1apVKBSFbyBZrVYTFhZGbGws0dHRxMbGEh8fT3x8PGq1WqcjRbpUvXp1Ll++DGTNIdm1axc7d+5k3bp1bNu2jUOHDlGxYsV8t3/48GF69+7NuHHjtJ4QAVhbW9OkSRN27NhBnwJcKaRrx48fp169epR2tuaTpqWZvTeIs3eztn+JSc7gYUwK+2485n50ygvXeRUzZ3n/GtiaK19p09BAwfAmpdl7LZwPFp1kXs+q1PDMvgjk4cOH8fb2FglRARIjRYIgPJOcnEzLli2pWbMmP//8M5KU3TaG+tOnTx/Wrl2LJEkoFAoMDAwwMDDA0NAQU1NTrly5gqOjo77D1Jrk5GRatWrFqVOn+Oabb5iaj/2frl69SrVq1ejatSvr1q3TQZRZlixZwunTp1mxYoXO+ihoY8eOxcnJicmTJxOXnEH9Hw6SmKZ69ryRgUTjso74ethSqpg5xa1NcbY2wd5ciULx+v93dlwOY8qWK6Sp1HSq6sK0Dj5YGL+Y1A8fPhwvLy8+++wznby+ok6MFAmCoBEzMzN27NhB48aNmTlzJl988YW+Q3pBbGwsNWrUwN/fX9+hFAgzMzOOHz/O3LlzmTBhAgt+WUyTjj1QmphRuaQTo4cPRal8dTTiqQcPHlCrVi3q16+v04QIwMHBgeDgYA4ePEizZs102ldBOXbs2LONk63NjNg0vC5Hb0ZS2c0GVxtTbM2VryQyudW+sgtV3GyYd+AWmWq4G5lEJbf/bj1mZmaybds2jh07ppXXIuSOSIoEQXiBra0te/fuxdvbmxEjRmi2v5OfX9bu1qGhWXsXzZxZoIXYioLdlx+w4oEDxYetwMDchtOKrBV2Rx/Bj4Pm4pBwi5bVSnNg51Zu3g/H0MIWO3sHShW359yhnZQsWbJA6iC5u7tz9+5dBg0aVCTKO0DW7VoTk//m/JRzttJoU+CXlbAz48duVbJ97vTp0zg6OlK6dGmt9Se8mUiKBEF4RfHixalVqxanTp2iXbt2+WvEzw+GDoXkf/eKDgnJ+h5EYpQLarWaEV/8wG6VD+r4JKq6WdGsjjelnSwxMVRw/VE8a09ARIoPW9OAFhV5fq/7u4Bl8RZM6tuY4MgkyjhZ6jTemjVrsn///iJVT8fT05N79+7h6+tb4H2LVWf6IZIiQRCyVb9+fU6cOJH/pGjq1P8SoqeSk7OOi6QoW7Isc+VhHL+s2crfpwNRlqqNuZGK4z8NwM7ixVVKrXycGdO8DNcfxXM7IpHIhDScrExwsDDGQCFxLyqJcb/eY9qOICCIeqXsmdujKo6vWe2kqbS0tBdGVt52T5MifdixY4fOb3kKrxJJkSAI2apfvz4zNdmZOjQ0b8ffcREJqfSdv5ebCYaAI+beNnSuUZIJrcq9khA9JUkSPi7W+Li8ugy+Vkk7lkzeSniQAWO/W8ycf27SfckpNg2vh4OFsU5eQ2pqKsbGumlbHzw9Pbl9+3aB9xsaGkpMTAxVq1Yt8L7fdYVvza0gCIWCp6enZoUE3d3zdvwdtu/4GWpN9CPwiYoSUWf562Nfgr57n9ndquJsnf+Rl08nTODGqf0MqFOCNUNq8zg+lRF+5/O81URupaWlFbmk6ObNmwXe7759+2jRokWhLItR1ImfuCAI2TIyMtJsP6uZM+HlIpBmZlnHhWdWrV5D/6UnkCzsWNqnMseWf02Vks4YvGFJd260adMGpVLJr7/+iq+HLd92rsTZu9F8v/sGuijHUtRunzVp0gR/f3/u38/9thzasG/fPlq2bFmgfQpZRFIkCEK2NE6K+vSBpUvBwwMkKevr0qViPtFzJkycxGfbgjB28eb77r6851tG633Ur1+fZcuWAfBBdTf61fFg2bG7fPnXVa33lZiYWKSSImtra/r27cvixYsLrE+1Ws2BAwdEUqQnIikSBCFbGidFkJUA3bsHanXWV5EQAVkffE26DGSTui5mZerwcSMvuvqW0ElfEyZM4Nq1a8/+Lad39KFLdTf8zoQSFpvyhqvzZt++fdSrV0+rberbqFGjWL58OSkp2v1Z5eTixYs4ODjg5qbdPfaE3BFJkSAI2TI0NESlUr35RCFPgsOeUGrgD9z1eh8LUyWzu1ZmctvyWrldlp3nb6EBGCgkxrYog9JAwcRNl7V2G02lUrFp0yZ69OihlfYKizJlylCrVi38/PwKpD9x60y/RFIkCEK2tDJSJLzgl90XaPbjIdTFytK1mgvbRjakWw3djBA97/lbaJBVNHBK2/Icvx3FqeAnWunjxIkTWFtb4+XlpZX2CpPRo0czb948nczDetk///wjkiI9EkmRIAjZEkmRdp0LiWH24QdI8Y/YObYpc3rX0nlBxac+++wzrl27Rnp6+rNjPWqWwNbMiLVntVMioXz58lhaWtK1a9ciN8LYsmVLHj16xOPHj3XaT3JyMmfPnqVJkyY67UfImUiKBEHIlrh9pl2KuAfEndyA30d1qVhCg61T8qF169YYGxszb968Z8dMjAxoWcGJIzcjychUa9yHo6Mj+/fvZ+fOncTHx2vcXmEiSRKOjo48eaKdUbWcHDp0iGrVqmFpWTDJsvAqkRQJgpAtQ0NDrK2tefTokb5DKRKGfTSEEnGXqV87T5t2a02rVq1YunTpC8ealXMkIVXFSS3dQtu3bx+NGzfWbL+8Qsre3p7o6Gid9rFq1Sp69+6t0z6E1xNJkSAI2ZIkiVq1anH27Fl9h/LWCwoKwt/f/4V5PQVt+vTpBAcHExUV9exYE29Hilka88uh2xoXdFSpVCxdupRevXppGmqhZG9vr9ORoidPnvDPP//Qs2dPnfUhvJlIigRByFHt2rU5c+aMvsN4O/j5gacnKBRZX59brdSrVy+8vb2pXbu23sKrWrUqdnZ2zJgx49kxEyMDxrcsy9m70RrVLUpMTKRz585IkkT37t21EW6ho+ukaO3atbRv3x4bGxud9SG8mUiKBEHIkRgpyiU/Pxg6FEJCQJazvg4dCn5+TJw4kcuXL7Nt2zZ9R8l7773HX3/99cKxXrXc+bB+SdaeCeXXI8Go8zhi9PDhQxo3boyjoyO7du3C7OUq5kWEnZ2dTm+f/f7773z44Yc6a1/IHZEUCYKQo1q1auHv749arflE3CJt6lRITn7xWHIy8aNG8eOPP/L777/j7e2tn9ieExcXh62t7SvHxzQvQ+2Sdny/O5BBK/05e/fNH/7+/v4MHDgQHx8funTpwvLlyzEyMtJF2IVCxYoVOXDggE7avnDhArGxsWLVWSEgkiJBEHLk4OCAg4MDgYGB+g7lmUKZoIVmv6zdIiaGYcOG0b9//wIOKHu3bt2ifPnyrxy3NjNi/dA6fN6mHEduRtJ72WnGbbjIXxcfvnBeamoqq1atolatWnTr1o3y5ctz+/ZtpkyZgiTppvhkYdGrVy9u3rzJsWPHtN7277//zsCBA8UGsIWA+BcQBOG1ateuXWhuoSUkJHD+/HnatWtHYmKivsP5j7t7tocVHh4sWrSogIPJ2aNHj6hVq1a2z0mSxLDGpfCf2oLWPs5svfCQMesvkpCaQWRkJF999RXu7u6sW7eOL7/8kuDgYCZNmoSDg0MBvwr9UCqVTJs2jS+//FKrRRxTU1NZt24dAwcO1FqbQv6JpEgQhNeqVatWoZlsbWlpSYkSJThx4gTNmjXTdzj/mTkT+eW5NGZmMHOmfuLJQUJCwht/bsUsjfmlT3W++6ASAB99Nh1vb28eP37MsWPH2LNnDx06dMDAwKAgQi5U+vXrR1hYGDNmzCAuLi7f7ahUKo4dO8bEiROpWrUq9evXx8PDQ4uRCvklkiJBEF6rMI0UATg5OXH8+HECAgLYunWrvsPJ0qcPpz/8kBBAliTw8IClSwvVBrhBQUHIskzFihXfeK6/vz9frz+GnJ5MCSsjbty4wZIlSwrFvCh9MjQ0ZPv27dy8eRMvLy8mTpzIw4cP33whWbd9t23bRp8+fXBycmLs2LGYmpqyevXqwvM+FkRSJAjC61WrVo3AwMAC2yU8NypWrEiPHj0YOHCgVuYYLV68GFdXV8qWLctnn33GgwcP8tzGhHPn6FG7NpJaDffuFaqECODAgQOYm5vnOG9FlmX27NlD06ZN6dq1Kx2KJxLwZStmz5yOk5NTAUdbeHl7e7NmzRrOnz9Peno6lSpV4sMPP+T69evZnp+Zmcn69eupVKkS3377LU2aNOHy5cucO3eOr7/+mpo1a4q5RIWI+JcQBOG1TExM8PHxKTS30J5atWoVKpWKoUOH5ruNBQsWYGtry+jRo2nUqBGVK1dmxYoVlChRgnr16hEREZGrdiIiIggICODjjz/Odyyvq3OkDWfOnMHZ2Tnb51QqFaNHj2b06NEMGTKE27dvM/uzjylma63VGIoSDw8P5s6dy61bt/Dy8qJZs2a0a9eOQ4cOIcsymZmZrF27lkqVKjFv3jzmzJnDmTNn+Oijj3B1ddV3+EJOZFkuNA9fX19ZEITCZ8aMGfLIkSP1HYbctm1buUaNGs++X716taxQKOSbN2/mua39+/fLkiTJQ4YMkZOSkl547ty5c7KHh4dsYGAgjx8/Xo6JiXnl+oyMDHnOnDly6dKlZUmS5BIlSsgZGRl5jkOWZVles0aWzcxkOavKUdbDzCzruAYSEhLke/fuybIsyz169JDLli37Sr+ZJUrImSA/NjGRk5Yt06i/d1lKSoq8bNkyuVy5cnL16tXlsmXLyvXr15f/+ecfWa1W6zu8dxIQIOcxD5FkLc6i11SNGjXkgIAAfYchCMJLgoKCaNq0KQ8ePNDrUH+7du2IiIjA39//2bHKlSuTkZHBjRs38tRW6dKlKVGiBIcOHcrxnHnz5jF58uRntw4VCgWGhoYYGRmRmpqKkZERrVq1YsaMGVSuXDl/LwqyRoZCQl497uGRdSsuj65du0aTJk2ebenh6OhIpUqVOHbsGGlpaVknPS04+Xx9JTOzQjcX6m2jVqvZu3cvpqamNG7cuMiXKijMJEk6J8tynjYbFEmRIAi5UqVKFRYuXEjDhg31FkN2SVFISAheXl5s2bKFTp065aqdAwcO0LJlS+7evZurVT9qtZrY2FhCQ0N58OABYWFhFCtWjE6dOmmeJPr5Qd++2T8nSZCPOVOdO3fG39+fY8eOYWpqyrRp0/jzzz+JjY3lwoULVK1aVeuJmCAUNvlJisScIkEQcqVbt25s3LhR32G8wsPD49nITW5s3bqVDh060Lx581wvg1YoFNjZ2VG1alXat2/P0KFD6dy5s3YSotfNicqh/tHrqFQqbHbt4mpiIiVLlcK5Th2WNm5MTEwMrq6uzJkzJ+vEHApO5nhcEN4BIikSBCFXunTp8sq+WYWBSqUiLS2Nxo0bv/a8+Ph4mjRpQpcuXejatSt79+4toAhfI7vtQZ7KZ52jBXXr8mt6OjZxcf/tw/bhh+DnR7du3di9e3fWiTklXPlIxIT/t3fn8TVd+//HXysRSaSIWQUx1tgkiJIaqi2tDrh16UCvKqq3tFX1bUtd9Nv7U7063M7fVl1TURRBR9RQtxraIFJTiSAlGkORqMi4fn+cg5SQxLSPnPfz8egj56x99t6f/SnHJ2uvvZYUFyqKRKRQGjZsSHp6+kU9rn4lrV27Fh8fn/M+WQUQHx9P1apV2bZtGz/++CPTpk3zjMegL9QrU8ixPSezck6/njdvHg/HxuJ/9ocyM2HIEF544QUOHz5McnKyq+A6a8LJnIAAj5twUuRq8oBvBRG5FhhjiIqKIiYmxulQ/mT16tVcd911592+fPlyWrRoQevWrUlOTiYyskhDDK6s8/XKhIYWqiD69fcT3P7Gd6z8xTV1wAsvvMB5F904fJiqVasSFBTE/PnzXcefMAFCQ7HGkGQMGe++q0HW4tVUFIlIoTldFOX3YMgdd9xBWloaX3zxxTnbPv30Uzp16kTPnj1Zvny5Z/QO5TV2LMfLlmdZ3ZYcCSjtaivkbTNrLQvj9rHvaDrH0rMKfcqaNWueeeKud2/YvZs9iYlEXX89pQYMuJirECk2SjgdgIhcO6KiohgxYoSjMZz9iHNERATdu3end+/e9O/fn02bNrFr1y5SUlI4fvw4Q4cOPTO42EHWWnJyLb4+hl2H/mBO7F6mb69I9hNTOWkNIcdSmLPyHUL+8dx5e2sOpmUQu/t3Dv2RyYIN+1i35wj33Hg994ZVA1wTbR719aVcTs65O1eo4P5RgejoaAICAk7n0lpLTY0lElFRJCKF17JlS+Lj48nIyMDf/5yRK46ZOXMmjRo1YtasWadno27evDl33HEHjRo1cjS21JNZTFm9mwUbXL06IeUCSTz4BwCt65SnQZXS1K4YxNz1Zbi1/CvclluFh7YfZO+RE4SFBJOZk4t/CR9GL9zE+qSjp49bvVwg//xLUx5sWQNfH1dx88EHH/B0hw78ByiZNwg/P3j7bXJzc1m/fj0PPfQQPXr0ICsri6ysLD744AM6dux41XIi4qlUFIlIoQUFBdGgQQPWr19PVFSU0+GcVrJkSXbu3Ol0GOdYk3iYobPj2H/sJLUrBtGsZjCZ2bk837kBEdWDaV2nAj7ugub2RpX5z/e7+TI+mZ/3HWPf0T+vNVeulB9dwqvRvVkI9SpfR/Vygef0mrVv357guDgea9GCccZwfXY2pmZN1+243r354L33yMrKYurUqZQo4fr6z8rK4plnnmHmzJlXJykiHkxFkYgUSbdu3ZgwYYJHFUWeKDM7l8emxlKyhA/Rg26mWc1yF/x8jfJBvNS1CcPvasiUH3ZTtUwAObkWY1y3ze5rFkLlMgEFnjcsLIyXtm+nYXg4lSpVYsSIESz/8kvixo5lx44d9OzZ83RBBLBixQrq1q1b6DmbRIozFUUiUiTPPPMM9evXZ8uWLTRu3NjpcDxSVk4uC+P2kZaRTe+ImgUWRHkF+Pny91vqXtL5a9euTWJiIhERETz99NPUqFGDsLAwnnrqqXMWrZ0zZw7333//JZ1PpLhQUSQiRVK2bFmee+45Ro8ezdy5c50Ox2OkZ+aw9bdUqgcH8sK8eFb8cpAKQSXpGl7NkXgqVqxY4JxS1lqio6MZM2bMVYpKxLOpKBKRIhs8eDBvvfUWsbGxnjXvjwM27TtG9IZ9fL4xmQNprsVWa5QL5OWuTfhbVKhHLwj622+/4evrS40aNZwORcQjqCgSkSIrVaoUo0aNYvjw4SxZssTz5v+5Ck5m5fCPBZuYu24vfr6GPlG1aF6zHLNjf6VCKT/63FzL6RALlJCQQL169ZwOQ8RjqCgSkYvSv39/pk+fztNPP82777573h6RfUfTyc7JJbRC0FWO8MrJyM7hhXnxLIxLZvCtdXmsXR2CS7kegr8n7HqHoyu8nTt3UrfupY1fEilOvO/XOxG5LPz8/Pjyyy9Zu3Ytzz///DmzTR84cICG9z1Nm1eX0+H1lUyL2e1MoJdRZnYu/1jwM5H//JaFcck8d2cDnruz4emC6FqjniKRP1NRJCIXrWzZsixevJglS5b8abDu0aNHadzsJtLrdiB91wYCThxk9MLNvPr1NgejvXRTf9jN9DVJdGxchen9WzH41mu7oEhISFBPkUgeKopE5JKUL1+epUuXMnfuXMaNG8eJEydo1LgJpVr8BVPCn3G9okj+7GXMsf1MWLWT9Mx8lqAohEPHMzhWth4nqt/E0i0pZOXk5vu5YyeyeOWrrTw0YQ1PzlzPjpS0S7k8ft57jAmrdvL7H5ms+OUADauW5t8PRNC2/nmXXr0mHD9+nFWrVtG8eXOnQxHxGCa/BRadEhkZaWNjY50OQ0QuQnJyMu3bt+doTklKdXoKn/I1qV0xiKVD23Mg5TfC//4WQY1vYevLnQks6Vvo4+bkWv738818ErMby5lxSyHBgYzu0pg7m1Q93XYg9SQ9P4ph75F0wquXZceB45QJ8GPx0PZc51/0IZTr9vzOQx+vJTP7TAF2a4NKTH70piIfy9OMHj2axMREpk+f7nQoIleEMWadtbZIj8eqp0hELotq1aqxdOlSThw7TItGdXnz/nAWPdmGEr4+VKtWjTJHfgHgqU/Xs3RLClv3p5KTe+FfyrbuT6X7m18zLWYPx+OX0sV/K+tHdeLjPpGUCfTj8U/WMXR2HPPX7+Wtb7dz9zvfczAtg9kDWzN/UBsm923JvqPpTP1hd5GvJyfXMnzez1Qp48+r3W8ktEIp6lQK4v/dd+PFpKdQjh49St++fSlfvjzPPvvsFTvP3r17ef/993nllVeu2DlErkXqKRKRy2r8+PGsWbOG+fPn/6n9o48mMHLRVoIatcOUcC0mGxzgw30talImwI/Df2Rw5I8sSpX0pW7l62hQ1jJg0g/klKpApQOxLH/7WUqXLn36eFk5ufx76Xb+8/0uMrJzMQYiQ8vxUtcmNKlW9vTnHpsWy6rtB7nnxusZflfDQi2VAbA28TAPTFjDvx8I575m1QufgBkzYORISEqCPOuOXUhqairdu3dnxYoVVKhQga5duzJt2jRq1arF999/T+XKlQt//gJs3bqVnj178sADDzBq1KjLdlwRT3MxPUUqikTkskpPT+eGG25g9uzZ3HzzzX/a9tNPP/HlN0tY9fMuEn47Qsb1EQRUb4Lx8yfQJ5eSNpMTWTlklTjz+H6vG8vwSu925z3f8YxsUlJPUrm0P6UD/M7ZfiD1JEPnxLE64TBRdSow87FWF5xQce/vJ/hq036m/rCH4xnZfP/CrfkeN18zZsDAgXDixJm2UqVgwoQ/F0Z5Cqf0SpV44sgRFleowMcff8y9994LuG5H3nLLLSQlJfHFF1/QqVOnwsVwAdOnT2fo0KGMGzeO/v37e/TEkiKXSkWRiHiEyZMnM2nSJFatWnXBf3iPHz/Oe++9x4xPZ5Gw/RdKlSpFlSpVqN4gjGYd7+PuTrfRrl7F0yvJX4pP1uxh1IJNTOt3E+1vqHTO9pNZOaxJPMywORs5/EcmTaqVYVz3GwmrHlz4k9SqBXv2nNseGgq7d7te51M4Zfj64jdlCj4PP3zOrh0HjmL1N9G8N2Yo/fv3L3wseaSnpzNkyBC+++47PvvsM8LCwi7qOCLXEhVFIuIRcnJyiIiIYOzYsXTt2tXpcADXhIthLy3h5roVeK9Xc4LcA6+ttSzamMz7KxLYnnL89Od7t6rJ6C6N8S9R+EHh+PhAft+pxkCue7B2YQonIDsnl7e+3cH/fbeT+uY3lowbwJw5c+jRo0fh4wF27NhBz549adSoERMmTPjTLUiR4kwDrUXEI/j6+vLqq68yfPhwsrOznQ4HAP8SvvS9uRYrfjlI61eWMXfdXjKyc3jq0w0MmRVHdo5lTJfGLB3anoHt6zBjbRLjv/mlaCepWbPg9qSk/D9zVvv8Dft4b0UCtzaoRI+GpQBo0qRJkcJZsWIFbdq04fHHH2fmzJkqiEQKcEk9RcaYfwLdgFzgANDXWpvs3jYC6A/kAE9baxcXdDz1FIkUH9ZaOnToQJ8+fS76ts/lZq1l3Z4jvL7kF9Yk/n66vXvzEF7vEf6n23SDZqzjq59/o2eL6nQJr0a7+hULHoNTiDFFqeXLU+bIkXP3Paun6N53/8uvv6fz4/BbqFChAj169GDKlCmFvtadO3fSpk0bZs6cyW233Vbo/USKCyd6il6z1oZZayOAL4DR7kAaAw8CTYDOwAfGmCL0QYvItc4Yw/jx4xkzZgwn8hYJDjLGEFmrPJ/0b3V6XFGX8Gq8dlZBBPDm/REMbF+HhRuT6TPpR15atPmcpUzO0bu3qwAKDXXdMgsN/VNBtHLlSp44coQsv7MGbpcq5XpKLY/U9GwqXFeSvn374uPjw8SJEwt9nWlpaXTr1o3Ro0erIBIpgksqiqy1qXneBgGnvjG6AbOstRnW2l1AAnDtz3YmIkXSqlUroqKiePvtt50O5U/8fH2Y2CeST/rfxJv3h+Obz0DuAD9fXry7Eev+0ZFerWoyNWYP/ab8RErqyQsfvHdvV49Pbq7r56keotRUOnfuTGaPHvhNnnzewgkg9WQWB9MyyMjMYvbs2UycOJESJQo3+WRubi4PP/wwbdu25YknnihsSkQEKPoUr2cxxowF+gDHgFvdzSHAmjwf2+tuExEv88orrxAVFcWjjz5K1apVC97hKilZwod29c99Cu1spQP8GPuXptxQ+Tpe/WYbYxZuZsTdDQmtEFTgvnnl5ubi4+PD/v37XQVQniJo+bYU5s1Yz6bkYwSXKklWdi7pWTmkJcRRvXp17r///kKfZ+bMmSQnJ/PZZ5/pkXuRIiqwp8gY860xZlM+/3UDsNaOtNbWAGYAT57aLZ9D5dvvbIwZaIyJNcbEHjx48GKvQ0Q8VP369enXrx8jRoxwOpSLZoyhb5vazHosipjEQzw65SeOncgq0jGCg4PZsGEDsbGx3HnnnYBrjNPizb/Rb0osa3cdpn7FQJL2JrM1cQ8nfvmerZ+O5aOPPir0OTIzMxk1ahRvvPEGJUuWLFJ8InIZH8k3xoQCX1prm7oHWWOtHefethh4yVobc6FjaKC1SPGUmppKw4YNWbBgATfddG3fSV+beJhhc+KoU7k0bz8QQbmgohUfcXFx3DrwJepHtKLVrZ35fGMyVcsEsOTZ9jSqW4tjx47Rtm1b+vXrR48ePfDxKfwoh/fee4+vvvqKr776qqiXJVLsXPV5iowx9a21O9yvnwJusdb2MMY0AWbiGkdUDVgG1LfWXnB5bBVFIsXXlClT+PDDD/nhhx+K9A+9J1q+LYW/T19PjXKB/N/DLbihiutR9+MZ2cTu/p0t+1NpW68iN1QpTYDfmWdM4n49SvT6vUyNOTNPUava5XnnoWbMmvwRw4YN49ChQwQHBxc5poMHDxIWFsbXX39NRETEpV6iyDXPiaJoHtAA1yP5e4C/W2v3ubeNBPoB2cAz1tqvCzqeiiKR4is3N5eoqCgGDx5Mnz59nA7nkq1NPMwTM9Zz5EQmf21enaplAvj0xyTqVgrix92uR+59DNzZpCp/aRbC1v2pvLNsB7kWbqpdnm7XH6f/Y4/TqlFN9icnk5CQwDPPPMObb75Z5FhycnLo3LkzkZGRjBs37nJfqsg1STNai4hHW7t2Ld27d2fz5s0X1RviaQ4dz2BazB427zvGsm0HqF/5Ov7ZrSk1KpRi6ebfSPo9nRlr95CR7ZrN+raGlRnX/UaquBelXbhwIUOGDCEyMpLHH3/8otc3GzlyJGvWrGHx4sWFfkpNpLhTUSQiHm/w4MGkpaUxbdo0p0O5rI6dyKJMYIlznvg6npHNzgPHqVzGn+vLBl728y5atIjBgwezbt06KleufNmPL3Kt0jIfIuLxxo8fT0xMDPPnz3c6lMuqbCm/fB+Bv86/BOE1gq9IQbRz504GDHCtiaaCSOTSqSgSkasqKCiIadOmMWjQIFJSUpwO55q1f/9+unbtyqhRo4iKinI6HJFiQUWRiFx1UVFR9OvXj8cff7zgpTPkHImJibRt25ZevXrx5JNPFryDiBSKiiIRccSYMWPYtWsXU6dOdTqUa8qmTZto3749w4YNY+TIkZq1WuQyUlEkIo7w9/fnk08+4bnnniMpKcnpcK4Ja9eu5fbbb2f8+PEMGjTI6XBEih0VRSLimLCwMO655x7NwFwIy5Yto0uXLkyaNIlevXo5HY5IsaSiSEQcFRwcTHp6utNheLTo6Ggeeugh5s6dyz333ON0OCLFlooiEXFUYGAgJ0+edDoMjzVlyhQGDRrEN998Q/v27Z0OR6RY09SnIuKogIAA9RTlw1rLa6+9xvvvv8/KlStp0KCB0yGJFHsqikTEUQEBARw6dMjpMDxKdnY2Tz75JDExMaxevZrq1as7HZKIV9DtMxFxhLWW+fPn8+GHHxIaGup0OB4jLS2NLl26sGfPHv773/+qIBK5ilQUiYgj3nzzTYYNG8bEiRM1AaHbvn37aNeuHTVr1uTzzz+nTJkyTock4lVUFImII9q3b09OTg7t2rVzOhSP8Pnnn9O6dWt69erFhx9+qNXuRRygokhEHNGyZUsaNGjAjBkznA7FUUlJSdx3330MGzaMyZMn8/zzz2uWahGHqCgSEce8+OKL/Otf/yInJ8fpUK66rKwsXn/9dZo3b06zZs2Ij4+nY8eOTocl4tXUPysijunQoQPBwcFER0fTo0cPp8O5Ko4dO8bs2bN55513CAkJYc2aNdSrV8/psEQE9RSJiIOMMTz44IOsXLnS6VCuqNzcXJYtW8bDDz9MaGgoixcv5rXXXuObb75RQSTiQVQUiYijGqxbx8vTpoGPD9SqBcVkjFFubi7bt29n9OjR1K5dm2HDhtGyZUsSEhKYN28ed911l8YOiXgY3T4TEefMmEHH2bPxy8pyvd+zBwYOdL3u3du5uC7SypUrGT58OPv27SMlJYVKlSrx17/+lQULFtCsWTOnwxORAhhrrdMxnBYZGWljY2OdDkNErpZatVyF0NlCQ2H37ityypycHJYvX05aWhq1a9cmJCSEhIQEfvrpJ2JjY9m4cSNVqlQhPDycsLAwwsPDadSoESVLlgRck07GxMTw8ccfs23bNtq2bUuHDh1o27YtnTp14pFHHuHee++latWq+Pv7X5FrEJGCGWPWWWsji7SPiiIRcYyPD+T3HWQM5OZe1lPt2bOHSZMmMXnyZKpUqUJISAi7du3i119/pU6dOrRs2ZLIyEjCw8NJSUkhPj6e+Ph4Nm7cyK5du6hfvz5NmzZl48aNZGdnM2DAAFq0aMHq1av57rvvWLNmDSEhIWzZsgVfX9/LGruIFJ2KIhG5tlzhnqKMjAwWLVrExIkTWbduHb169aJ///6Eh4cX6Tjp6els3bqV+Ph46tSpQ7t27c4ZD5SRkUF6ejrBwcGXHLeIXLqLKYo0pkhEnDN2rGsM0YkTp5uyS5akxNixF3W4o0ePEhcXR1xcHBs2bODrr7+madOmDBgwgAULFhAYGHhRxw0MDKR58+Y0b978vJ/x9/fX7TKRa5yKIhFxzqnB1CNHQlISmVWrMuSPP6iWmEiNKVOoW7dugcuAxMTE8MYbb7B+/XoOHDhAWFgYERERtG3bllGjRumRdxEpNN0+ExGPEhcXx6RJk0hNTWXlypX87W9/4+WXXz7ndtXRo0d58cUXiY6O5qWXXqJDhw7Uq1dP43lEBNDtMxEpBiIiInjnnXcAOHDgAN26dWPnzp1MmjQJf39/MjIyWLhwIc8++yxdunRhy5YtlCtXzuGoRaQ4UFEkIh6rcuXKLF++nL59+1KxYkUyMzMxxtCkSRM+++wzbr75ZqdDFJFiREWRiHi0wMBAZs2axZEjRwgKCtJgZhG5YlQUiYjHM8ZQvnx5p8MQkWJOa5+JiIiIoKJIREREBFBRJCIiIgKoKBIREREBVBSJiIiIACqKRERERAAVRSIiIiKAiiIRERERQEWRiIiICKCiSERERARQUSQiIiICqCgSERERAVQUiYiIiAAqikREREQAFUUiIiIigIoiEREREUBFkYiIiAigokhEREQEUFEkIiIiAqgoEhEREQFUFImIiIgAKopEREREABVFIiIiIoCKIhERERFARZGIiIgIoKJIREREBFBRJCIiIgKoKBIREREBVBSJiIiIAJepKDLG/I8xxhpjKuZpG2GMSTDG/GKMufNynEdERETkSilxqQcwxtQAOgFJedoaAw8CTYBqwLfGmBustTmXej4RERGRK+Fy9BT9G3gesHnaugGzrLUZ1tpdQAJw02U4l4iIiMgVcUlFkTGmK7DPWrvxrE0hwK953u91t4mIiIh4pAJvnxljvgWq5rNpJPAicEd+u+XTZvNpwxgzEBjofpthjNlUUExeoiJwyOkgPIRy4aI8nKFcuCgPZygXZygXLg2KukOBRZG1tmN+7caYG4HawEZjDEB1YL0x5iZcPUM18ny8OpB8nuNPACa4jxlrrY0sygUUV8rFGcqFi/JwhnLhojycoVycoVy4GGNii7rPRd8+s9b+bK2tbK2tZa2thasQam6t/Q1YBDxojPE3xtQG6gM/Xuy5RERERK60S376LD/W2s3GmDnAFiAbGKwnz0RERMSTXbaiyN1blPf9WGBsEQ8z4XLFUwwoF2coFy7KwxnKhYvycIZycYZy4VLkPBhr8x3/LCIiIuJVtMyHiIiICB5SFBljXjPGbDPGxBtjoo0xwXm2ec1yIcaYnsaYzcaYXGNM5FnbvCYPpxhjOruvN8EYM9zpeK4mY8wkY8yBvFNUGGPKG2OWGmN2uH+WczLGq8EYU8MYs8IYs9X9d2OIu90bcxFgjPnRGLPRnYv/dbd7XS4AjDG+xpgNxpgv3O+9NQ+7jTE/G2PiTj1t5cW5CDbGzHXXE1uNMVFFzYVHFEXAUqCptTYM2A6MgHOWC+kMfGCM8XUsyitvE9AdWJW30QvzgPv63gfuAhoDD7nz4C2m4Pp/nddwYJm1tj6wzP2+uMsGhllrGwGtgcHuPwfemIsM4DZrbTgQAXQ2xrTGO3MBMATYmue9t+YB4FZrbUSex/C9NRdvA99YaxsC4bj+fBQpFx5RFFlrl1hrs91v1+Ca1wi8bLkQa+1Wa+0v+Wzyqjy43QQkWGsTrbWZwCxcefAK1tpVwO9nNXcDprpfTwX+cjVjcoK1dr+1dr37dRquL7kQvDMX1lp73P3Wz/2fxQtzYYypDtwDTMzT7HV5uACvy4UxpgzQHvgPgLU201p7lCLmwiOKorP0A752v9ZyIS7emAdvvOaCVLHW7gdXsQBUdjieq8oYUwtoBqzFS3PhvmUUBxwAllprvTUXb+FaczM3T5s35gFchfESY8w69woR4J25qAMcBCa7b6tONMYEUcRcXJF5ivJzoeVCrLUL3Z8Ziau7fMap3fL5/DX9uFxh8pDfbvm0XdN5KARvvGY5D2PMdcA84Blrbap7Fn2v457vLcI97jLaGNPU4ZCuOmPMvcABa+06Y0wHh8PxBG2stcnGmMrAUmPMNqcDckgJoDnwlLV2rTHmbS7ituFVK4rOt1zIKcaYR4B7gdvtmXkCCr1cyLWioDycR7HLQyF44zUXJMUYc721dr8x5npcvQXFnjHGD1dBNMNaO9/d7JW5OMVae9QYsxLXuDNvy0UboKsx5m4gAChjjJmO9+UBAGttsvvnAWNMNK6hB96Yi73AXnfvKcBcXEVRkXLhEbfPjDGdgReArtbaE3k2abkQF2/Mw09AfWNMbWNMSVwDzRc5HJPTFgGPuF8/ApyvZ7HYMK4uof8AW621b+bZ5I25qOTuIcIYEwh0BLbhZbmw1o6w1lZ3Txj8ILDcWvswXpYHAGNMkDGm9KnXuBZo34QX5sK9xNivxphTi8DejmtVjSLlwiMmbzTGJAD+wGF30xpr7d/d20biGmeUjavr/Ov8j3LtM8bcB7wLVAKOAnHW2jvd27wmD6e4fxN8C/AFJrlnSfcKxphPgQ64VrtOAcYAC4A5QE0gCehprT17MHaxYoxpC/wX+Jkz40dexDWuyNtyEYZroKgvrl9o51hrXzbGVMDLcnGK+/bZ/1hr7/XGPBhj6gDR7rclgJnW2rHemAsAY0wErsH3JYFE4FHcf1coZC48oigSERERcZpH3D4TERERcZqKIhERERFUFImIiIgAKopEREREABVFIiIiIoCKIhERERFARZGIiIgIoKJIREREBID/D1MQrvFpoPhCAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = countries.plot(edgecolor='k', facecolor='none', figsize=(15, 10))\n", "rivers.plot(ax=ax)\n", "cities.plot(ax=ax, color='red')\n", "ax.set(xlim=(-20, 60), ylim=(-40, 40))" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "See the [visualization-02-geopandas.ipynb](visualization-02-geopandas.ipynb) notebook for more details on visualizing geospatial datasets." ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Let's practice!\n", "\n", "Throughout the exercises in this course, we will work with several datasets about the city of Paris.\n", "\n", "Here, we start with the following datasets:\n", "\n", "- The administrative districts of Paris (https://opendata.paris.fr/explore/dataset/quartier_paris/): `paris_districts_utm.geojson`\n", "- Real-time (at the moment I downloaded them ..) information about the public bicycle sharing system in Paris (vélib, https://opendata.paris.fr/explore/dataset/stations-velib-disponibilites-en-temps-reel/information/): `data/paris_bike_stations_mercator.gpkg`\n", "\n", "Both datasets are provided as spatial datasets using a GIS file format.\n", "\n", "Let's explore further those datasets, now using the spatial aspect as well." ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "
\n", "\n", "**EXERCISE**:\n", "\n", "We will start with exploring the bicycle station dataset (available as a GeoPackage file: `data/paris_bike_stations_mercator.gpkg`)\n", " \n", "* Read the stations datasets into a GeoDataFrame called `stations`.\n", "* Check the type of the returned object\n", "* Check the first rows of the dataframes. What kind of geometries does this datasets contain?\n", "* How many features are there in the dataset? \n", " \n", "
Hints\n", "\n", "* Use `type(..)` to check any Python object type\n", "* The geopandas.read_file() function can read different geospatial file formats. You pass the file name as first argument.\n", "* Use the `.shape` attribute to get the number of features\n", "\n", "
\n", " \n", " \n", "
" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "clear_cell": true, "deletable": true, "editable": true }, "outputs": [], "source": [ "stations = geopandas.read_file(\"data/paris_bike_stations_mercator.gpkg\")" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "geopandas.geodataframe.GeoDataFrame" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "type(stations)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/html": [ "
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namebike_standsavailable_bikesgeometry
014002 - RASPAIL QUINET444POINT (259324.887 6247620.771)
120503 - COURS DE VINCENNES PYRÉNÉES213POINT (267824.377 6249062.894)
220011 - PYRÉNÉES-DAGORNO210POINT (267742.135 6250378.469)
331008 - VINCENNES (MONTREUIL)560POINT (271326.638 6250750.824)
443006 - MINIMES (VINCENNES)2827POINT (270594.689 6248007.705)
\n", "
" ], "text/plain": [ " name bike_stands available_bikes \\\n", "0 14002 - RASPAIL QUINET 44 4 \n", "1 20503 - COURS DE VINCENNES PYRÉNÉES 21 3 \n", "2 20011 - PYRÉNÉES-DAGORNO 21 0 \n", "3 31008 - VINCENNES (MONTREUIL) 56 0 \n", "4 43006 - MINIMES (VINCENNES) 28 27 \n", "\n", " geometry \n", "0 POINT (259324.887 6247620.771) \n", "1 POINT (267824.377 6249062.894) \n", "2 POINT (267742.135 6250378.469) \n", "3 POINT (271326.638 6250750.824) \n", "4 POINT (270594.689 6248007.705) " ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stations.head()" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "(1226, 4)" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "stations.shape" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "
\n", "\n", "**EXERCISE**:\n", "\n", "* Make a quick plot of the `stations` dataset.\n", "* Make the plot a bit larger by setting the figure size to (12, 6) (hint: the `plot` method accepts a `figsize` keyword).\n", " \n", "
" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 30, "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": [ "stations.plot(figsize=(12,6))" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "A plot with just some points can be hard to interpret without any spatial context. Therefore, in the next exercise we will learn how to add a background map.\n", "\n", "We are going to make use of the [contextily](https://github.com/darribas/contextily) package. The `add_basemap()` function of this package makes it easy to add a background web map to our plot. We begin by plotting our data first, and then pass the matplotlib axes object (returned by dataframe's `plot()` method) to the `add_basemap()` function. `contextily` will then download the web tiles needed for the geographical extent of your plot.\n", "\n", "\n", "
\n", "\n", "**EXERCISE**:\n", "\n", "* Import `contextily`.\n", "* Re-do the figure of the previous exercise: make a plot of all the points in `stations`, but assign the result to an `ax` variable.\n", "* Set the marker size equal to 5 to reduce the size of the points (use the `markersize` keyword of the `plot()` method for this).\n", "* Use the `add_basemap()` function of `contextily` to add a background map: the first argument is the matplotlib axes object `ax`.\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "clear_cell": true, "deletable": true, "editable": true }, "outputs": [], "source": [ "import contextily" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = stations.plot(figsize=(12,6), markersize=5)\n", "contextily.add_basemap(ax)" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "
\n", "\n", "**EXERCISE**:\n", "\n", "* Make a histogram showing the distribution of the number of bike stands in the stations.\n", "\n", "
\n", " Hints\n", "\n", "* Selecting a column can be done with the square brackets: `df['col_name']`\n", "* Single columns have a `hist()` method to plot a histogram of its values.\n", " \n", "
\n", " \n", "
" ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "stations['bike_stands'].hist()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "
\n", "\n", "**EXERCISE**:\n", "\n", "Let's now visualize where the available bikes are actually stationed:\n", " \n", "* Make a plot of the `stations` dataset (also with a (12, 6) figsize).\n", "* Use the `'available_bikes'` columns to determine the color of the points. For this, use the `column=` keyword.\n", "* Use the `legend=True` keyword to show a color bar.\n", " \n", "
" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 34, "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": [ "stations.plot(figsize=(12, 6), column='available_bikes', legend=True)" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "
\n", "\n", "**EXERCISE**:\n", "\n", "Next, we will explore the dataset on the administrative districts of Paris (available as a GeoJSON file: \"data/paris_districts_utm.geojson\")\n", "\n", "* Read the dataset into a GeoDataFrame called `districts`.\n", "* Check the first rows of the dataframe. What kind of geometries does this dataset contain?\n", "* How many features are there in the dataset? (hint: use the `.shape` attribute)\n", "* Make a quick plot of the `districts` dataset (set the figure size to (12, 6)).\n", " \n", "
" ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "clear_cell": true, "deletable": true, "editable": true }, "outputs": [], "source": [ "districts = geopandas.read_file(\"data/paris_districts_utm.geojson\")" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/html": [ "
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iddistrict_namepopulationgeometry
01St-Germain-l'Auxerrois1672POLYGON ((451922.133 5411438.484, 451922.080 5...
12Halles8984POLYGON ((452278.419 5412160.893, 452192.407 5...
23Palais-Royal3195POLYGON ((451553.806 5412340.522, 451528.058 5...
34Place-Vendôme3044POLYGON ((451004.908 5412654.095, 450960.640 5...
45Gaillon1345POLYGON ((451328.752 5412991.278, 451294.721 5...
\n", "
" ], "text/plain": [ " id district_name population \\\n", "0 1 St-Germain-l'Auxerrois 1672 \n", "1 2 Halles 8984 \n", "2 3 Palais-Royal 3195 \n", "3 4 Place-Vendôme 3044 \n", "4 5 Gaillon 1345 \n", "\n", " geometry \n", "0 POLYGON ((451922.133 5411438.484, 451922.080 5... \n", "1 POLYGON ((452278.419 5412160.893, 452192.407 5... \n", "2 POLYGON ((451553.806 5412340.522, 451528.058 5... \n", "3 POLYGON ((451004.908 5412654.095, 450960.640 5... \n", "4 POLYGON ((451328.752 5412991.278, 451294.721 5... " ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "districts.head()" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "(80, 4)" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" } ], "source": [ "districts.shape" ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "districts.plot(figsize=(12, 6))" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "
\n", "\n", "**EXERCISE**:\n", " \n", "What are the largest districts (biggest area)?\n", "\n", "* Calculate the area of each district.\n", "* Add this area as a new column to the `districts` dataframe.\n", "* Sort the dataframe by this area column for largest to smallest values (descending).\n", "\n", "
Hints\n", "\n", "* Adding a column can be done by assigning values to a column using the same square brackets syntax: `df['new_col'] = values`\n", "* To sort the rows of a DataFrame, use the `sort_values()` method, specifying the colum to sort on with the `by='col_name'` keyword. Check the help of this method to see how to sort ascending or descending.\n", "\n", "
\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "0 8.685379e+05\n", "1 4.122371e+05\n", "2 2.735494e+05\n", "3 2.693111e+05\n", "4 1.879097e+05\n", " ... \n", "75 1.294254e+06\n", "76 8.061191e+05\n", "77 1.486139e+06\n", "78 1.598127e+06\n", "79 2.089783e+06\n", "Length: 80, dtype: float64" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" } ], "source": [ "districts.geometry.area" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "clear_cell": true, "deletable": true, "editable": true }, "outputs": [], "source": [ "# dividing by 10^6 for showing km²\n", "districts['area'] = districts.geometry.area / 1e6" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/html": [ "
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iddistrict_namepopulationgeometryarea
4546Picpus62947POLYGON ((456790.759 5408686.978, 456841.941 5...7.201383
6061Auteuil67967POLYGON ((444930.499 5411923.067, 444957.444 5...6.380679
4445Bel-Air33976POLYGON ((456987.121 5409120.599, 456996.502 5...5.967841
6162Muette45214POLYGON ((444686.860 5413985.234, 445358.893 5...5.475037
6263Porte-Dauphine27423POLYGON ((446548.869 5414236.010, 447025.036 5...3.085061
..................
910Enfants-Rouges8562POLYGON ((453580.220 5412266.849, 453591.609 5...0.271603
34Place-Vendôme3044POLYGON ((451004.908 5412654.095, 450960.640 5...0.269311
56Vivienne2917POLYGON ((451686.936 5412747.032, 451682.879 5...0.243418
1112Sainte-Avoie7501POLYGON ((452928.277 5412227.550, 452830.786 5...0.213201
45Gaillon1345POLYGON ((451328.752 5412991.278, 451294.721 5...0.187910
\n", "

80 rows × 5 columns

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" ], "text/plain": [ " id district_name population \\\n", "45 46 Picpus 62947 \n", "60 61 Auteuil 67967 \n", "44 45 Bel-Air 33976 \n", "61 62 Muette 45214 \n", "62 63 Porte-Dauphine 27423 \n", ".. .. ... ... \n", "9 10 Enfants-Rouges 8562 \n", "3 4 Place-Vendôme 3044 \n", "5 6 Vivienne 2917 \n", "11 12 Sainte-Avoie 7501 \n", "4 5 Gaillon 1345 \n", "\n", " geometry area \n", "45 POLYGON ((456790.759 5408686.978, 456841.941 5... 7.201383 \n", "60 POLYGON ((444930.499 5411923.067, 444957.444 5... 6.380679 \n", "44 POLYGON ((456987.121 5409120.599, 456996.502 5... 5.967841 \n", "61 POLYGON ((444686.860 5413985.234, 445358.893 5... 5.475037 \n", "62 POLYGON ((446548.869 5414236.010, 447025.036 5... 3.085061 \n", ".. ... ... \n", "9 POLYGON ((453580.220 5412266.849, 453591.609 5... 0.271603 \n", "3 POLYGON ((451004.908 5412654.095, 450960.640 5... 0.269311 \n", "5 POLYGON ((451686.936 5412747.032, 451682.879 5... 0.243418 \n", "11 POLYGON ((452928.277 5412227.550, 452830.786 5... 0.213201 \n", "4 POLYGON ((451328.752 5412991.278, 451294.721 5... 0.187910 \n", "\n", "[80 rows x 5 columns]" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "districts.sort_values(by='area', ascending=False)" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "
\n", "\n", "**EXERCISE**:\n", "\n", "* Add a column `'population_density'` representing the number of inhabitants per squared kilometer (Note: The area is given in squared meter, so you will need to multiply the result with `10**6`).\n", "* Plot the districts using the `'population_density'` to color the polygons. For this, use the `column=` keyword.\n", "* Use the `legend=True` keyword to show a color bar.\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "clear_cell": true, "deletable": true, "editable": true, "scrolled": true }, "outputs": [], "source": [ "# Add a population density column\n", "districts['population_density'] = districts['population'] / districts.geometry.area * 10**6" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Make a plot of the districts colored by the population density\n", "districts.plot(column='population_density', figsize=(12, 6), legend=True)" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "clear_cell": true, "collapsed": false, "deletable": true, "editable": true, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 44, "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": [ "# As comparison, the misleading plot when not turning the population number into a density\n", "districts.plot(column='population', figsize=(12, 6), legend=True)" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "---\n", "\n", "## For the curious: A bit more on importing and creating GeoDataFrames" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "### Note on `fiona`\n", "\n", "Under the hood, GeoPandas uses the [Fiona library](http://toblerity.org/fiona/) (pythonic interface to GDAL/OGR) to read and write data. GeoPandas provides a more user-friendly wrapper, which is sufficient for most use cases. But sometimes you want more control, and in that case, to read a file with fiona you can do the following:\n" ] }, { "cell_type": "code", "execution_count": 46, "metadata": { "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Afghanistan\n", "Angola\n", "Albania\n", "United Arab Emirates\n", "Argentina\n", "Armenia\n", "Antarctica\n", "Fr. S. Antarctic Lands\n", "Australia\n", "Austria\n", "Azerbaijan\n", "Burundi\n", "Belgium\n", "Benin\n", "Burkina Faso\n", "Bangladesh\n", "Bulgaria\n", "Bahamas\n", "Bosnia and Herz.\n", "Belarus\n", "Belize\n", "Bolivia\n", "Brazil\n", "Brunei\n", "Bhutan\n", "Botswana\n", "Central African Rep.\n", "Canada\n", "Switzerland\n", "Chile\n", "China\n", "Côte d'Ivoire\n", "Cameroon\n", "Dem. Rep. Congo\n", "Congo\n", "Colombia\n", "Costa Rica\n", "Cuba\n", "N. Cyprus\n", "Cyprus\n", "Czechia\n", "Germany\n", "Djibouti\n", "Denmark\n", "Dominican Rep.\n", "Algeria\n", "Ecuador\n", "Egypt\n", "Eritrea\n", "Spain\n", "Estonia\n", "Ethiopia\n", "Finland\n", "Fiji\n", "Falkland Is.\n", "France\n", "Gabon\n", "United Kingdom\n", "Georgia\n", "Ghana\n", "Guinea\n", "Gambia\n", "Guinea-Bissau\n", "Eq. Guinea\n", "Greece\n", "Greenland\n", "Guatemala\n", "Guyana\n", "Honduras\n", "Croatia\n", "Haiti\n", "Hungary\n", "Indonesia\n", "India\n", "Ireland\n", "Iran\n", "Iraq\n", "Iceland\n", "Israel\n", "Italy\n", "Jamaica\n", "Jordan\n", "Japan\n", "Kazakhstan\n", "Kenya\n", "Kyrgyzstan\n", "Cambodia\n", "South Korea\n", "Kosovo\n", "Kuwait\n", "Laos\n", "Lebanon\n", "Liberia\n", "Libya\n", "Sri Lanka\n", "Lesotho\n", "Lithuania\n", "Luxembourg\n", "Latvia\n", "Morocco\n", "Moldova\n", "Madagascar\n", "Mexico\n", "Macedonia\n", "Mali\n", "Myanmar\n", "Montenegro\n", "Mongolia\n", "Mozambique\n", "Mauritania\n", "Malawi\n", "Malaysia\n", "Namibia\n", "New Caledonia\n", "Niger\n", "Nigeria\n", "Nicaragua\n", "Netherlands\n", "Norway\n", "Nepal\n", "New Zealand\n", "Oman\n", "Pakistan\n", "Panama\n", "Peru\n", "Philippines\n", "Papua New Guinea\n", "Poland\n", "Puerto Rico\n", "North Korea\n", "Portugal\n", "Paraguay\n", "Palestine\n", "Qatar\n", "Romania\n", "Russia\n", "Rwanda\n", "W. Sahara\n", "Saudi Arabia\n", "Sudan\n", "S. Sudan\n", "Senegal\n", "Solomon Is.\n", "Sierra Leone\n", "El Salvador\n", "Somaliland\n", "Somalia\n", "Serbia\n", "Suriname\n", "Slovakia\n", "Slovenia\n", "Sweden\n", "Swaziland\n", "Syria\n", "Chad\n", "Togo\n", "Thailand\n", "Tajikistan\n", "Turkmenistan\n", "Timor-Leste\n", "Trinidad and Tobago\n", "Tunisia\n", "Turkey\n", "Taiwan\n", "Tanzania\n", "Uganda\n", "Ukraine\n", "Uruguay\n", "United States of America\n", "Uzbekistan\n", "Venezuela\n", "Vietnam\n", "Vanuatu\n", "Yemen\n", "South Africa\n", "Zambia\n", "Zimbabwe\n" ] } ], "source": [ "import fiona\n", "from shapely.geometry import shape\n", "\n", "with fiona.Env():\n", " with fiona.open(\"zip://./data/ne_110m_admin_0_countries.zip\") as collection:\n", " for feature in collection:\n", " # ... do something with geometry\n", " geom = shape(feature['geometry'])\n", " # ... do something with properties\n", " print(feature['properties']['name'])" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "### Constructing a GeoDataFrame manually" ] }, { "cell_type": "code", "execution_count": 47, "metadata": { "deletable": true, "editable": true }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " geometry attribute1 attribute2\n", "0 POINT (1.00000 1.00000) 1 0.1\n", "1 POINT (2.00000 2.00000) 2 0.2" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "geopandas.GeoDataFrame({\n", " 'geometry': [Point(1, 1), Point(2, 2)],\n", " 'attribute1': [1, 2],\n", " 'attribute2': [0.1, 0.2]})" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "### Creating a GeoDataFrame from an existing dataframe\n", "\n", "For example, if you have lat/lon coordinates in two columns:" ] }, { "cell_type": "code", "execution_count": 48, "metadata": { "deletable": true, "editable": true }, "outputs": [], "source": [ "df = pd.DataFrame(\n", " {'City': ['Buenos Aires', 'Brasilia', 'Santiago', 'Bogota', 'Caracas'],\n", " 'Country': ['Argentina', 'Brazil', 'Chile', 'Colombia', 'Venezuela'],\n", " 'Latitude': [-34.58, -15.78, -33.45, 4.60, 10.48],\n", " 'Longitude': [-58.66, -47.91, -70.66, -74.08, -66.86]})" ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "deletable": true, "editable": true }, "outputs": [], "source": [ "gdf = geopandas.GeoDataFrame(\n", " df, geometry=geopandas.points_from_xy(df.Longitude, df.Latitude))" ] }, { "cell_type": "code", "execution_count": 50, "metadata": { "deletable": true, "editable": true }, "outputs": [ { "data": { "text/html": [ "
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CityCountryLatitudeLongitudegeometry
0Buenos AiresArgentina-34.58-58.66POINT (-58.66000 -34.58000)
1BrasiliaBrazil-15.78-47.91POINT (-47.91000 -15.78000)
2SantiagoChile-33.45-70.66POINT (-70.66000 -33.45000)
3BogotaColombia4.60-74.08POINT (-74.08000 4.60000)
4CaracasVenezuela10.48-66.86POINT (-66.86000 10.48000)
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" ], "text/plain": [ " City Country Latitude Longitude geometry\n", "0 Buenos Aires Argentina -34.58 -58.66 POINT (-58.66000 -34.58000)\n", "1 Brasilia Brazil -15.78 -47.91 POINT (-47.91000 -15.78000)\n", "2 Santiago Chile -33.45 -70.66 POINT (-70.66000 -33.45000)\n", "3 Bogota Colombia 4.60 -74.08 POINT (-74.08000 4.60000)\n", "4 Caracas Venezuela 10.48 -66.86 POINT (-66.86000 10.48000)" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" } ], "source": [ "gdf" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "See http://geopandas.readthedocs.io/en/latest/gallery/create_geopandas_from_pandas.html for full example" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "deletable": true, "editable": true }, "outputs": [], "source": [] } ], "metadata": { "celltoolbar": "Nbtutor - export exercises", "kernelspec": { "display_name": "Python 3", "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": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 4 }