{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Value-by-Alpha Choropleth\n", "\n", "Value-by-Alpha Choropleth plotting with `mapclassify`\n", "\n", "* *This notebook is adapted from one originally written by [@slumnitz](https://github.com/slumnitz)* in the `splot` project (original [here](https://github.com/pysal/splot/blob/b8361cb5f4685d0945e08cbf9172ba701ce57c44/notebooks/mapping_vba.ipynb)).\n", "\n", "## Set up\n", "\n", "### Imports" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:33.802055Z", "iopub.status.busy": "2025-07-11T19:53:33.801867Z", "iopub.status.idle": "2025-07-11T19:53:36.020933Z", "shell.execute_reply": "2025-07-11T19:53:36.020715Z", "shell.execute_reply.started": "2025-07-11T19:53:33.802034Z" } }, "outputs": [], "source": [ "import geopandas\n", "import libpysal\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Data Preparation\n", "\n", "Load example data into a `geopandas.GeoDataFrame` and inspect column names. In this example we will use the `columbus.shp` file containing neighborhood crime data of 1980." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:36.021345Z", "iopub.status.busy": "2025-07-11T19:53:36.021213Z", "iopub.status.idle": "2025-07-11T19:53:36.652926Z", "shell.execute_reply": "2025-07-11T19:53:36.652705Z", "shell.execute_reply.started": "2025-07-11T19:53:36.021336Z" } }, "outputs": [ { "data": { "text/plain": [ "Index(['AREA', 'PERIMETER', 'COLUMBUS_', 'COLUMBUS_I', 'POLYID', 'NEIG',\n", " 'HOVAL', 'INC', 'CRIME', 'OPEN', 'PLUMB', 'DISCBD', 'X', 'Y', 'NSA',\n", " 'NSB', 'EW', 'CP', 'THOUS', 'NEIGNO', 'geometry'],\n", " dtype='object')" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "link_to_data = libpysal.examples.get_path(\"columbus.shp\")\n", "gdf = geopandas.read_file(link_to_data)\n", "gdf.columns" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Our two variables of interest in `gdf`:\n", "* `x`: `HOVAL` – housing value (in $1,000); the rgb variable\n", "* `y`: `CRIME` – residential burglaries and vehicle thefts per 1000 households; the alpha variable" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:36.653398Z", "iopub.status.busy": "2025-07-11T19:53:36.653267Z", "iopub.status.idle": "2025-07-11T19:53:36.654812Z", "shell.execute_reply": "2025-07-11T19:53:36.654617Z", "shell.execute_reply.started": "2025-07-11T19:53:36.653390Z" } }, "outputs": [], "source": [ "x = \"HOVAL\"\n", "y = \"CRIME\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create Value-by-Alpha Choropleths\n", "\n", "### What is a Value by Alpha choropleth?\n", "\n", "In a nutshell, a Value-by-Alpha Choropleth is a bivariate choropleth that uses the values of the second input variable `y` as a transparency mask, determining how much of the choropleth displaying the values of a first variable `x` is shown. In comparison to a cartogram, Value-By-Alpha choropleths will not distort shapes and sizes but modify the alpha channel (transparency) of polygons according to the second input variable `y`.\n", "\n", "Let's look at a couple of examples." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:36.655257Z", "iopub.status.busy": "2025-07-11T19:53:36.655159Z", "iopub.status.idle": "2025-07-11T19:53:37.313978Z", "shell.execute_reply": "2025-07-11T19:53:37.313740Z", "shell.execute_reply.started": "2025-07-11T19:53:36.655250Z" } }, "outputs": [], "source": [ "from mapclassify.value_by_alpha import vba_choropleth" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can create a value by alpha map using `vba_choropleth`.\n", "\n", "We will plot a Value-by-Alpha Choropleth with `x` (`HOVAL`) defining the rgb values and `y` (`CRIME`) defining the alpha value. For comparison we plot a choropleth of `x` with `gdf.plot()`:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:37.314460Z", "iopub.status.busy": "2025-07-11T19:53:37.314323Z", "iopub.status.idle": "2025-07-11T19:53:37.618909Z", "shell.execute_reply": "2025-07-11T19:53:37.618679Z", "shell.execute_reply.started": "2025-07-11T19:53:37.314452Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create new figure\n", "fig, axs = plt.subplots(2, 2, figsize=(15, 10))\n", "\n", "# use gdf.plot() to create regular choropleth\n", "axs[0, 0].set_title(\"normal Choropleth\")\n", "axs[0, 0].set_axis_off()\n", "gdf.plot(column=x, scheme=\"quantiles\", cmap=\"RdBu\", ax=axs[0, 0])\n", "\n", "# use vba_choropleth to create Value-by-Alpha Choropleth\n", "axs[0, 1].set_title(\"Value-by-Alpha Choropleth\")\n", "axs[0, 1].set_axis_off()\n", "vba_choropleth(\n", " x,\n", " y,\n", " gdf,\n", " x_classification_kwds={\"classifier\": \"quantiles\"},\n", " y_classification_kwds={\"classifier\": \"quantiles\"},\n", " cmap=\"RdBu\",\n", " ax=axs[0, 1],\n", ")\n", "\n", "# create a VBA Choropleth - divergent=False, revert_alpha=False\n", "axs[1, 0].set_title(\"divergent=False, revert_alpha=False\")\n", "axs[1, 0].set_axis_off()\n", "vba_choropleth(\n", " x,\n", " y,\n", " gdf,\n", " x_classification_kwds={\"classifier\": \"quantiles\"},\n", " y_classification_kwds={\"classifier\": \"quantiles\"},\n", " cmap=\"RdBu\",\n", " ax=axs[1, 0],\n", " divergent=True,\n", " revert_alpha=False,\n", ")\n", "\n", "# create a VBA Choropleth - divergent=False, revert_alpha=True\n", "axs[1, 1].set_title(\"divergent=False, revert_alpha=True\")\n", "axs[1, 1].set_axis_off()\n", "vba_choropleth(\n", " x,\n", " y,\n", " gdf,\n", " x_classification_kwds={\"classifier\": \"quantiles\"},\n", " y_classification_kwds={\"classifier\": \"quantiles\"},\n", " cmap=\"RdBu\",\n", " ax=axs[1, 1],\n", " divergent=False,\n", " revert_alpha=True,\n", ")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can see the original choropleth is fading into transparency wherever there is a high `y` value.\n", "\n", "#### Classification & binning options\n", "\n", "You can use the option to bin or classify your `x` and `y` values, and display the alternative color and alpha ranges:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:37.620223Z", "iopub.status.busy": "2025-07-11T19:53:37.620139Z", "iopub.status.idle": "2025-07-11T19:53:37.795919Z", "shell.execute_reply": "2025-07-11T19:53:37.795669Z", "shell.execute_reply.started": "2025-07-11T19:53:37.620215Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create new figure\n", "fig, axs = plt.subplots(2, 2, figsize=(15, 10))\n", "\n", "# classify with Quantiles\n", "axs[0, 0].set_axis_off()\n", "vba_choropleth(\n", " x,\n", " y,\n", " gdf,\n", " cmap=\"viridis\",\n", " ax=axs[0, 0],\n", " x_classification_kwds={\"classifier\": \"quantiles\", \"k\": 3},\n", " y_classification_kwds={\"classifier\": \"quantiles\", \"k\": 3},\n", ")\n", "\n", "# classifier with Natural Breaks\n", "axs[0, 1].set_axis_off()\n", "vba_choropleth(\n", " x,\n", " y,\n", " gdf,\n", " cmap=\"viridis\",\n", " ax=axs[0, 1],\n", " x_classification_kwds={\"classifier\": \"natural_breaks\"},\n", " y_classification_kwds={\"classifier\": \"natural_breaks\"},\n", ")\n", "\n", "# classify with Standard Deviation Mean\n", "axs[1, 0].set_axis_off()\n", "vba_choropleth(\n", " x,\n", " y,\n", " gdf,\n", " cmap=\"viridis\",\n", " ax=axs[1, 0],\n", " x_classification_kwds={\"classifier\": \"std_mean\"},\n", " y_classification_kwds={\"classifier\": \"std_mean\"},\n", ")\n", "\n", "# classify with Fisher Jenks\n", "axs[1, 1].set_axis_off()\n", "vba_choropleth(\n", " x,\n", " y,\n", " gdf,\n", " cmap=\"viridis\",\n", " ax=axs[1, 1],\n", " x_classification_kwds={\"classifier\": \"fisher_jenks\", \"k\": 3},\n", " y_classification_kwds={\"classifier\": \"fisher_jenks\", \"k\": 3},\n", ")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### User-defined colors\n", "\n", "Instead of using a colormap you can also pass a list of colors:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:37.796430Z", "iopub.status.busy": "2025-07-11T19:53:37.796339Z", "iopub.status.idle": "2025-07-11T19:53:37.797988Z", "shell.execute_reply": "2025-07-11T19:53:37.797810Z", "shell.execute_reply.started": "2025-07-11T19:53:37.796419Z" } }, "outputs": [], "source": [ "color_list = [\"#a1dab4\", \"#41b6c4\", \"#225ea8\"]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:37.798367Z", "iopub.status.busy": "2025-07-11T19:53:37.798300Z", "iopub.status.idle": "2025-07-11T19:53:37.825519Z", "shell.execute_reply": "2025-07-11T19:53:37.825294Z", "shell.execute_reply.started": "2025-07-11T19:53:37.798359Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_, ax = vba_choropleth(\n", " x,\n", " y,\n", " gdf,\n", " cmap=color_list,\n", " x_classification_kwds={\"classifier\": \"quantiles\", \"k\": 3},\n", " y_classification_kwds={\"classifier\": \"quantiles\"},\n", ")\n", "ax.set_axis_off()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Transposing transparency\n", "\n", "Sometimes it is important in geospatial analysis to actually see the high values and let the small values fade out. With the `revert_alpha = True` argument, you can revert the transparency of the `y` values so that high `y` values will more transparent and low values will more opaque." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:37.825999Z", "iopub.status.busy": "2025-07-11T19:53:37.825926Z", "iopub.status.idle": "2025-07-11T19:53:37.896177Z", "shell.execute_reply": "2025-07-11T19:53:37.895953Z", "shell.execute_reply.started": "2025-07-11T19:53:37.825991Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create new figure\n", "fig, axs = plt.subplots(1, 2, figsize=(20, 10))\n", "\n", "# create a vba_choropleth\n", "axs[0].set_title(\"revert_alpha = False\")\n", "axs[0].set_axis_off()\n", "vba_choropleth(\n", " x,\n", " y,\n", " gdf,\n", " x_classification_kwds={\"classifier\": \"quantiles\"},\n", " y_classification_kwds={\"classifier\": \"quantiles\"},\n", " cmap=\"RdBu\",\n", " ax=axs[0],\n", " revert_alpha=False,\n", ")\n", "\n", "# set revert_alpha argument to True\n", "axs[1].set_title(\"revert_alpha = True\")\n", "axs[1].set_axis_off()\n", "vba_choropleth(\n", " x,\n", " y,\n", " gdf,\n", " x_classification_kwds={\"classifier\": \"quantiles\"},\n", " y_classification_kwds={\"classifier\": \"quantiles\"},\n", " cmap=\"RdBu\",\n", " ax=axs[1],\n", " revert_alpha=True,\n", ")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Displaying divergency\n", "\n", "You can use the `divergent` argument to display divergent alpha values. This means values at the extremes of your data range will be displayed with an alpha value of 1. Values towards the middle of your data range will be mapped increasingly transparent approaching an alpha value of 0." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:37.896589Z", "iopub.status.busy": "2025-07-11T19:53:37.896518Z", "iopub.status.idle": "2025-07-11T19:53:37.964458Z", "shell.execute_reply": "2025-07-11T19:53:37.964248Z", "shell.execute_reply.started": "2025-07-11T19:53:37.896580Z" } }, "outputs": [ { "data": { "image/png": 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kpOd7xsbUAAAAAHrNN+nJ3LBwC0A/IgkBIFkYcDWtkJI9IYxhkzUAAAAAvecZpWb/QWZMAPoRSQgAiWKGJiQnRbWyCVBwwrhDaAj5BwAAAKB9xnFk/HzcYaSKMZLvpmNCwsItAP3IizsAAFjLeL6csV2Kpk7HHUpq5KtljZ+5IOt6ilxX1nUVOa4i11XkegpX3w+NE2uCx2UwDQAAAHRGrigFNdrZNmHEhFqRFEmyMrKSrDWKZBWtfhwlYM4SfwQA0HkkIQAkjjMwKru8IFteiDuUVMgFVQ1+6fONHewYyXUlz7v8x/Ukz5V16x9b15NdTWZY15VcT5G39rF6siNyHFmvnuSwF5MdjqPIcRV6niI561bxsKIHAAAA6AxjjJQvya4sxh1Kaow7gaLoiqTNJlMUKymykjVrkxUXkxeXkxYXkxnRlY9bI2ukyNYfk2MURfWEhzVmXSLkSkybAPQjkhAAEskZ36PwzLIUpaPVUJycvN/4wZGVokCqBVd9ylzxtm1GqwkPX3IdeSPD0nU/3qmzAwAAAJlmPF/y87K1StyhpIJxHNXrIBo4VlK9e9NqmqDZja03mlxt0hB9bTLDyigvWm0B6D/sCQEgkYzryRnbHXcYqeC4jpx8Lu4wrmYlBaG0siItLUsLVLYAAAAAHZUrsqdeg5JaYGAkObJyZeUpkttswgMAUoAkBIDEcgZGZErDcYeRCl6pEHcIAAAAAHrMGCOTL8UdRjokNQsBABlAEgJAojljuyXDS9V23CIluwAAAEAWGdeT8ZkPbMc4ZCEAIC7c2QOQaMb1ZAqs7NkOlRAAAABAhrlN7BMHAECPkYQAkHimMBh3CInnFklCAAAAAJnlepJhpf9WqIQAgPiQhACQeKY4xIB6G14SN6a+krUKK1VZy0ZrAAAAQCcZY2SohthaSuaUzJcA9CNjeXUDkALR9BlFizNxh5FYc0+e0bnPPxB3GA0xriO3VJRbLMgtFuUWi/JKxSseK1z+uFSUWyjIOOTNAQAAgM3YKJRdno87jESrLFTiDqFhxjiS48g4pj4XMvX364/V/6z7vOPIpCTRAiB7vLgDAIBGmOEJaWlWIm+6IbeQno3obBgpWFhSsLDU+JOM5BYK65MT65IXxUvJirXJC8fj1xwAAACywTiu5OVkg2rcoSSWMSY1lQbWRlIYyYaNP8focpJCq8mJy8mK1SSG2eDzANBl3J0BkArGy8kZGKUaYhNeIQXtmNphpbC8orC8Ik3PNvw0J+dvWllxZQLDHx2WV2ITdAAAAKRYriCRhNicMX29sM3KSlEoGzWRudAVVReuu/qxuZysWPN5x6ftF4DmkYQAkBpmeEJanpOiKO5QEscrMBDcSFStKarWVJvbvix98kXP086XvagHUQEAAADdQTXE1owjWaaTV1lXdVGrbXqckVFhz67eBQagb1BzBSA1jJeTu/daOaM7JZcc6lpOniREu2wtiDsEAAAAoG2mMCBTGJRhznQVWg+1x6p/q0gAdBe/kQCkinFcmeFJmcFx2fJ8vSrCmPofGalWka2WZavlTFVMOK4jJ+crqm6+agVbi8LmSpYBAACApDKeL3m+FAb1P5c2LDaq9zoN6i17mmzbk3p93IqpV6y1bIANoGkkIQCkknEcmYHRTT9vrZWCquzKoqLZ85moufVKBVVJQrSMSggAAAD0G+N6G1eR+/l6OsJGUhjK1lbqyYo+ZxxunrfN2jVJLQBoDHVoAPqSMUbGz8sZmpC782Am2je5pULcIaRaFPT/pAsAAABYyxhHxvPr7Zu8XNzhdJ1xuXneNqpJALSAJASAvmfyJbk7D8v4+bhD6Sq32N9fX7dRCQEAAICsMsbU95Lw+3xhkyUJ0S5LEgJAC/p/aTAASDJ+Ts6uwwpPP95XfU+jKFJ1elYrZ85KtZW4w0k1m4HycwAAAGArJl+UpHp7pj4ShaFsECqsBpLcuMNJN5IQAFpAEgJAZhjHlcmXZMsLcYfSFhtFqi0ua+XsOVXOnr1089xxSjFHlm4RlRAAAABAfUPrPkhC2MgqqgX1tqsRN847hm8lgBaQhACQKaYwkIgkhI0iBctlBQtLqs0vyNaqstbKRlF9ZYld3Xw758vJ5eT4vhzfV1Stqnz6tKKV8lXnpL9peyx7QgAAAACS49Y3Hk7AincbRrKRlQ3D+lzp4uNrQjPGSObiWyNjpCgIZcPoqvOZi89l6tQy2jEBaAVJCACZYgoDsV3bRpHKp8+pcv68anNzkr16UNwWw2CwHVRCAAAAAKs38x1PNqzFcv0oDBVVg3oSoYEb3vaKt+gykhAAWkASAkCmGD8v4/o9H1DbKNL8I4+pcu5s165hGHa3xYb9s1cIAAAA0BbPl2JIQkRBqKC8ItPNUgWqIACg55y4AwCAnutxNUQUhpr71sNdTUBIkmFFSlsslRAAAABAndv7NatRLVCw3OUEhCRqJtrEvBNAC0hCAMicXrZkioJQc998SNXpqa5fy0as5G/HxQ2+AQAAgKwzjiuZ3t0yimqBwpVqvRVUl3U/ydHvSEIAaB5JCACZ06skRBSEmn3wW6rNzvTkeooCNglrA3tCAAAAAJeZHlVDRNWawpVqT65Vx5ypHcw5AbSCPSEAZI5xPRk/J1vbfqBrra3/CSMpimSjSDYMZcOo/ieKpDBUFIarj4eyQaBwaVm1udker663cnxXNujwhtcZYQOSEAAAAMAlricFjSUH6vel7aX7+9ZGkq1vv2Dt6n+MZKPL20jbyNb3ZeOedrrw9wWgBSQhAGRTrihtkYSYe/hRVS9cqN+YTlG1rpv3FQSVuMNIJRtZ2SiScSgSBAAAAOS4W37aBqFq5RVJtDjKFCohALSAOy0AMsnkilt+3snl6lUMKRtLu3k/7hBSjZZMAAAAwCrHlbbao8FxZFb/h+ygHROAVpCEAJBJJr91EsIb6N3m1Z3k+FuvVsLW2JwaAAAAqDPG1Deo3vQAyaayN08aY04QkhAAWkASAkA2+QVpi7Y7bmnrJEVSOS5JiHZYKiEAAACAy5zNu3jXkxRpvK3ETfS2kIQA0II0/rYAgLYZY2T8wqaf94qbfy7JqIRojw3DuEMAAAAAkmObRU7GTd9tJZpHtYkcBIAWsDE1gMwyuYJsZfnSxzaKFCwtqza/qOrsbHyBtcGkbw6QKOwJAQAAAKyxQSWEjaxsGMqGkWwQxRBUe9LZQio52BMCQCtIQgDIrMh4WpmaUTC3oNrsjGpzc0r7sg7jsK6nHTYgCQEAAABcZBxHUWQV1YJLiYe0MzL1jkJMnVqU7jkzgHiQhACQWVE10Pw3vxl3GB1VXalooVyRcRwZx8gx9bfGGMnU35rVQaPjOLLWyujy+NvYSNaufmxt/XkZQiUEAAAAsF5YC2WrtbjD6KhnH3xIYaUmx3NlXEeO68q43ur7zurj3prPufU5luvKcR0Zp36MVt/P1LyJSggALSAJASCzvNGxuEPouKhW0+n7HuzMyazkeI6M68nxPTmetzoYd+X6FwfkXn0g7hgZz6snPi4N0B05xpGcesLDrCZELidDVis3VpMdxhjJRjL1tUn1ZIi19UCsejKwtyFJCAAAAGAtx/MUVqtxh9FRs489qcWTZztzMmPqcyLPrc+FPHfN3Gl9IsNxXTn+alLD8+ofu/VkRv0Yp/7ci0kRz6nPpdzVeZnnyjhrEieeW/+848h4Tk82CqcdE4BWkIQAkFnGz8nJ5RVVK3GH0jGu18Eb9UaKwkgKq/FPOqxWEyGu3FxOh4/f2J3LUAkBAAAArOf2360jf6DUuZNZKxsECoNAYefO2hrjXFo4tv/Fz9fEc67t/DVIQgBoQf/9JgGABlVOPdNXCQhJ8lzVW3T2WzWwkaIgUBQEClYq6tYXGTW4J0TlwgVFKxXZKJKNQimM6u+HoWwUSWvet2EkRZffX3d8dLmvrjcwIG94qP5ncEj+8JBsGKo2N69gYUG1uXkNP+dGucVix79uAAAAYDNRuRx3CB3X0SREkthIUS2SajUFKytxR9OUZiosMtX+CugTJCEAZJK1VgsPfC3uMDrOcSSvmF+9Ud+/rHFWWzV1+LwNVEJYa3Xuwx9VWOn993jwumtIQgAAAKBnwvKybNBf+0FIkj/Q/2Pqru1318Q0rFutm7Y7L0kKIHm63ywOABKo8szTqk2fjzuMrsgPD8YdQtfZLo0po3D7Aura7GwsCQhJMo4by3UBAACQPdZahYsLcYfRFX6pEHcIXddolXezGk0ssHcEgLVIQgDIHGut5vuwCuKi3NBA3CH0QOezEMZ1NHD4wLbHVc492/FrN8xhRQ8AAAB6IyqXZbt0IztuXikDlRBd+rtz87munBdAfyMJASBzVp5+XMHsdNxhdE0uA6XF3aiEmLjnbuUnJ7Y9rnL2XOcv3iDj8GsbAAAA3VevgpiPO4yu8UlCtMQ4rryh/q+8B9B57AkBIFNsFGnhG/fHHUZXZSEJ0elKiNzYiCa/73kNHbuSoiSEtba+QXYQyAaBolpNtlZTFIRSFEnGyDhGMkaSuerjS+8bIyNTr8Qwpt5j1WzzvuvSixUAACClovKybAOtStMqE+2Yqp1PQvjDgyyMAtASkhAAuq5cC2UkOcas3p809XuZ6v2GUeUnv6tgfran15Qk47ryh4e3Pe7STeNqoLC6Ilmri600G/1WecX+L4/tdH/R3T/w/XJ8f9vjwnJZtbm5jl67GfPffkg2ilYTCYFs7crkQnBFwiGIrRdrcf8+7XzFy+Xk+v/nEQAAoF1z5ZrKQSjPceQ5Rr5r5DlGnuPI7XFLzjirIGwYqJGdj42VrOOsLoSp3xS3imQabPjhFTOQhOhwJYSTy8ktNrbgLQn7QSQhhkawcAtZQRICQFdZazW9XN3080arCYnVxMRYKSevi4PsxQe/3vmTGiMb2S2TBN7QoEx1+03dLp3CkzzPrWceLg6eHLe+MbHjru4NsPEFR6L+f2nv5HBy+DnXa/CaIw0dG+t+EJJm7vuHWK/fjPLJUzr7ob/Vzle/Ut5AFvYpAQAAaN33Zst6Ymppw8+5xshdk5jYP1LUtTu61xKnXgURdfy81kaXEgabWlmUjba/tl33vtXFuZGVlRyn/rFx6pW9GzCqJyKC8kpDsadRJ5MQRkb+yPaL6pIiLQkIqR4riQhkQf/fqQIQq+1+9VtZhVaXbrRHke3q5rs2ar+k2FrJHxqUW8jJ2FAKayrPLGmrFkGu78nWWrzYRVHYUPz5fP+Xx9qoM4NKJ+dr1ytf1vDxcbZiSqPKhSmd+ZsPaddrXq3c6Gjc4QAAACRWuMX4NrRWYWhVXZ0KDORamVg0wXYoAWFX5y9BINUqUqEkefnND7dRQwmIq5n170dW9ZloJLvF9Ck3WOzvJEStc0kId3BAjsctxG4hEYEs6P87VQBi1ewChKjLKxbcoeZXb1hr5ZZKyk+MqzA5puJwXq5dkcrzsitLklfYdsBgos7349yM6/X/S3unfk52/qMXyW9iY7XKOZIQzQoWFnX2rz+klbNn4w4FAAAgsZoZ31a7UKWwlnG3b1O6ERtFsmFNtrqsaHlO0eKc7PKibHWlfpPV3eYmdgcWjDUjN9jfe+lFtc4kq4zryRuksrnbrLWpquAAmkUaE0DTzi9WZFerXI2MHKfeedNx6i2VHHO5xVKzfXPmVgKVg0g5x8hzHfmukdPBFQFusdTU8d7QkDzfyFaWpZXqhl+OLc+rMDYoub6sjGwtVFAuK6xUVpMTRrZS7kj8jXCc/h+4WGsb3yRjE4U9uzR25/GGj4+CQJXzF9q6ZlaFlYrOfvij2vHyl2ngyOG4wwEAAOi6p6eX9fiFRfmuo9zqH9819bfe+o9zrqNa2PgYfrZc09e+N6PhgqfhvK+RgqdSzu3cSmrXbepwG0UyYUV2Zes5T7Q0V09EuN5qi1lPcszlfRzC3i3ckiR/oM+TEB1qx+SPDDf1s8WN9PZQFYF+RRICQEtqUSR1YQFOEEUKqpGW1zx2sQeq6xiNFv32khINPtctleSXcrLlRdnK9sfb6oqkeimvkeT7Uq5QlHJ5SY5sefv9IDrFUW9XEMXBhlF94tIqI+157StknMarRqoXpmTD/v/edosNQ53/5KdVu+u5Gr7lZsq5AQBAX/Ndo8VqKHVhbB5EVqfnV3R6zd7RrjEq+q5KOVeHx0raO9L9jZetjaSgKltZbqwC3ko2COrtmdY8aF2/Pi7vdRKi1OdJiA60Y3ILRbn5XAeiQTNIRKAfcQcAQNM81+l6CfBaF3ugKpTynqOBXHsvXZv+QjeuciNDcjwjW16QLW++oXZD1wkDqdzbgfRFxbEhlWd6l/jotSiKJG2dhLA2koyR2WCvjvE7b1dx7+6mrkkrpvZZazXztfu18PB3NPrcOzR43bVNJYIAAADSYqTQWkujVoXWarEaaLEaqFwLtWc43/JNzIttYTZ7vo3q++KputLiHg5rGSkMtty7oVv8Qn/fXG+0HVMUhnI2qH4xxpE/3L0N0LG1ixUlJCPQL0hCAGjaYM7VcjWem+tL1bCtJIRTW1BhuCDj+avlv46sNTKKZFcWpdpiaxtIJ0xxfLivkxA2imSNUWDqxdvuBpOf0PX05Of+XrmhQeWGBuTmc4qCUDYMteP1r276mmxK3TnB4pIufO4Lmnvwmxq7606VjhxmcA0AAPrKYN7TnqGCziz0fuPjhUqgC0tV7RjcfBPoLa0syy5Or7ZMclf78K6O1WrVDiQeksErdr9aJE5hNVAUhqrMzKsyO6fRaw5veNx3//xDqszOyR8ckDdQkqyVDSMN7Nula//xD/Y2aFyFZAT6BUkIAE3zXUdF31W51vvlKrUw0vnFyuoY+PIad8cxyq22bFrr8u9pI1tbUTg7VR9UVdfH3m9dKwsj/b1x2NkHHqqXFxtp7123aah49QQrsvUBW2V+QZX59QmZ81//lnbcfnPD17PWUgnRBbXZOT37yU8rv2NSY3ffqcK+fQyuAQBA37hux0AsSQhJ+vrJOQ3kXJk1e/Y5jtFQ3tNw3pNjjIypz6iM0br5VXFxQUamnmzok4TDRrweV6v0nI304Pv/T9kgkHEcHf9Xb9uwCjmoVBRWqgorVWlq5tLj5QtTOvam125YJYHeIxmBtCMJAaAlg3kvliSEpE1bQS1v+OhlufMn5WRkk6x+T0JEQT0BIUnVxSVpgyTEVvs3PPsPD+qmt/8vDV8vmJ9XWI5nApkFlfMXdPZvP6bivj0avesuFXbtjDskAACAto2Vcto5kNezSw1sMtdh5SBUOWhtvvbS3LxarKFIFa/Q/1+lXd1/w0aRqgvLyo9c3V4pXNm4DXFUrWnhxEmNHD3U+PUyMt+OE/tFIK1oxAygJTnXUcFL14oId/ps3CH0TH6wvzdZW2tlduO2U8EWG7HNPvaUqnONt6uiFVNvlE+d0dkPfojJCwAA6BvX7kjX4qABEyqv/q1+WMvL9XklxBWq8/NXPRZVawormyfJZh99opshoUXMl5BGVEIAaNlg3tVKi6trYjF1Ju4Ieia3QWVAvypPzchec1CSVej5Wl5Y0tyJU1o+P7Xpc6y1evaBb2n/S+/Z+PNRpGC5rNpyWcFyWctPn+hS9LiSjWy9ZNzP1qQQAAD0p8mBnMaKvmbK6dh4bqcXz95/cXBzXr26OiP3cyuzCxo6INUWlzV/4pRmn3ha808/I21xQ3v28ae0WR2EtfVxe7BSb+ckSYWJsS5EDqAfkIQA0LK858pzjIIo+aM2b3FGdunqlR/9yitk5+U9rFY1PTWruROnVFvarinXZY/+X/9Tpz77FQXLy5eSDbXFZQXLywpW1q8GuvXNr5BDyWvPRJWqHJIQAACgDxhjdGC0mJokxC7T+9ZRsTFGfqmo2lI57kh6YuqhRzX10KNaOtN4lffiyTN69P/+gMKVqsJKReFKpb6HxOrHa1vg7rzzuK75x6/rRujYAG2ZkDbZuUsFoCuKvquFSrJXy9gokv/wV7OywEWS5PvZ6rZ34eHHmn7O/ImTmj9xctvj8sMDchjb9VRUq0pKV+sCAACAzewfKerbZ+eV9LVbB72KRrTx/gD9Kj80kJkkRDPJh0us1YVvPNTQocNHDjR/fgCZka27VAA6ruQnf1+I4vcelp3bvDVPP3I97pp3ytiRA7q0CzZ6Iqpka/ILAAD6W85ztGsw2e1SSybStc5i3GH0nF8qxB1C3xg+1vgG1gCyhyQEgLZ4rqOcm9yXEn/6jPTYg3GH0XOOSfgyqxQZ2j0ZdwiZE1VJQgAAgP5yYLQYdwibcmV1uz8vL1O143X+QHL/XtIkPzqiwtho3GEASLDk3jkEkBrFhFZDOCuLcr/5RWVmp7E1jCIZegh1RGGIiUmvkYQAAAD9ZtdQQX5Cx+c355Y1qGS32O0Wf4BKiE4YPkoVBICtkYQA0DYviYPpMFD+wc9LtQxtrHaF4vhI3CGkXq5UVDJTbP2NJAQAAOg3rmNUSODircNeRbvtctxhxIZ2TJ0xdHh/3CEASDiSEADaZkyykhDWWhUfvU92fjruUGJVGh+OO4TUGzt2QErYz3cWWJIQAACgDyVt8da4E+paZyHT412vkOy9OtJi5NjhuEMAkHAkIQC0LWlj1sKZJ2RPPRF3GLErjA7GHULqDe/eEXcImRQF2WwHAAAA+luSkhB5RbrNm838TSEv78cdQur5Q4MqTIzFHQaAhPPiDgBA+iVp4Jo/+5TMw1+LO4xEKAyzl0G72A+i90oHD2jk1lviDgMAAKDjfDcZM6eiCfVcf0G5DO6ddyWvkIs7hNQbOXowcd0RsoDvOdKGJASAtiXll1/+5HdlvkMC4qIcm6y1xSvk5LrJ+NnOitKhA9r5ylfIOMmYoAMAAHSSm4BKiIKJ9Hx/TjlFcYeSCF6OSoh2DR0+GHcImZOUezBAM5jlA2hbEn7/ucvzMo/cH3cYiZIr0t+0HePHDklKwA93RuTGRrXjH72MBAQAAOhbSWjHdIu/RAJiDcdzZRJSoZJWI8cOxR1CppCAQFrxSgugbY4xsd+qzZ38rmQZTK/lFyh2a8fQnsm4Q8iM3MS4dr3m1XJylMMDAID+FXc7pgETasyuxBpD4hij3OBA3FGklj9QUnEn86ZeIQGBNOMOFYCOMMbI2ph6igaBxEbUV/F88sztKA4xGemF0uFD2vGPXirHpxQeAAD0t7grIY74FcW/fCx5coNFVeYW4g4jlYaPsB9Er/B9RtqRhADQEY6RophyEPlnn5YNavFcPMHoatM6L+fL8xjkdZNbKGjs+Xdr8LprGVADAIBMiDMJ4VqrXSrHdv0k89lLr2VDR9kPoheYL6EfcIsKQEd4Md3xttbK+d4jsVw76RwTU1aoD4wdPSD2g+iu8Rc+X0PXX8eAGgAAZMZwIb7Kz/1+VZ6YH2zEL5XiDiG1Ro6wH0S3MV9Cv6ASAkBH5DxHK0EYy7Wrt71EJqjJBFWZWrX+NqhKtapMrSIFValarb+tVaRaVbZWjSXWXjKK5OV8BVWqRJo1tHdn3CH0P+bAAAAgY0aLvhwplm2hzwa+Zp0x5YyVbyL5ssoZK2/1fd/W33dl5av+1lWUiZWrfjEfdwip5BYKKu3eEXcYAFKCJASAjsi58WTnjTEKi0NNP8/aSE4QyAkqqwmMikyttj6BEdSksCaFQX3fiXD1T1CTwlAKa7JBoCTfTS1OjGjhzIW4w0id0gj7QXSbDeNJWgIAAMTFc4yGC75mV3q/SKgiR5UWsh+utco5kXwj5a9MYMjKN/VkhWusXGvlyK4mMKyc1SSGIyvHWimhK7r9EkmIVgwfOSBDD2AADSIJAaAjfNeRkZFN8A35tYxxZP2cQj/X1nmstSqcfVLm21/pUGSdVRofIgnRJNfz5HkMprvNRnGsAQQAAIjXjsFcLEmIVoXGqGxdlduc5jnW6mX56US2hPKohGjJ8FFaMQFoHHdZAHSEY4wG827cYfScMUa1sV1xh7Gp/DAr+ps1yn4QvUESAgAAZNDRiQG5Ca0I6KbIGM2pvQVg3eLlkxlX0o0cYVNqAI0jCQGgYwbznpwsDqgLgzKlwbjD2FBhiE3WmjWyl76mvUA7JgAAkEVF39WR8WyO0WdsfBtzb8XLJzOuJHPzOQ3s2x13GABShCQEgI5xjNFgLnvVEJKk8WQOwHIDlBY3qzja/B4jaB7tmAAAQFZdu2NAnpO9xVvnw2Te7CcJ0bzhwwfZDwJAU3jFANBROS+bSYhwPJktmfwSpcXNcIxhP4gesSFJCAAAkE15z9VwPntbdM5HrmoJvA1lXFdOLnt/H+0YOnIg7hAApEzyXv0BpFoGF/RIkoKRhCYhslqZ0qKRowdkMthSLBYR7ZgAAEB2+W42b8fMK5lVB7lB9tJrBptSA2hWNn/rAeiarN7AjQolmVLy2vi4Pi/zzRjZn8xkUj+iHRMAAMgy383mvGnaJrNSOzeYzX06WuH4ngb374k7DAApQ70ZgI7KaiWEJGlit7S8EHcU62R0btOyAfaD6BpjjIZvvUX5XTvlFvLyhofjDgkAACA2Xkb76Z8PPV2bwDtRuVIh7hBSY+jQATkuFffdlNXFnehvCXzpB5BmToZ/WYZju+U881jcYaxjDKvNG2WM5NMLtiOM62j3a39AxvMULpcVlsvyBgdV3L8v7tAAAAASIYsbU0vSwuq+EL6SNU/xBopxh5Aaw0cOxh1CXyHhgKzgbguAjjOSbNxBxCAY3amkFRcbWeUGiqouleMOJfFGD3GDvFNG77hdhT2UaAMAAGzGzWgSQpLmbE6TZiXuMNbJFamEaNTwUZIQnUICAlmSzfo/AF2V1V+kUb4oMzASdxhXKU0mL6YkGjmwO+4Q+kJ+ckIjt90adxgAAACJluUkxJRN3ubUXjFpy8mSyXiehg7sjTuMvpDV+ybILpIQADou079KJ5J3I7s4Ohh3CKlQGiNZ0y7jGE285MUy9IgFAADYkpvhG5Dnw+Q15fCK+bhDSIWhg/vk+MlLIgFIvuS98gNIPZPVfkySwrFdcr73aNxhrJMfGYg7hMQzkvx8cn8lGmPkT4zLVqsKqxXZSk3WducfmfFcGc+V43oybv39S2+dix87kuPKcevvG9eVcRx5Y+PKT050JS4AAIB+4mS4EmLJuqrKUS5B+0J4eW6sN2L48IG4Q9jSlXOkblUbNDcXu/pYx2HRFrInuXdcAKSWyeyuEFJtdKeStoamMEh/0+0MH9iT6Aqe4oG9mnzhXZc+tpJkrWwUSVEkG1rZKJQNI9kwlI0iGceRjCPjGMmY+lvHkTGmPhhf86f+servtxGnU6KaBAAAoBFehishJGlOOe1QcvaFIAnRmKTvB2FkpbUJgo1uSzTyb2+bJENb/3oz/m8f2UUSAkDHZfl3qs0VZIZGZRdm4w7lEr9EEmI7oweTvYlycd/6+IxUTxi4ruS6UhLmTMZILsMKAACARrgZb449Ffna4SQnCeHmGMduxziOhg7tjzuMTVlrZRqpUOhSRXnjMnzDBJnGqyyAjstyEkKSNL5bSlASIldIwh3qZJu45XoN7hyvf3DxB/iqH2Rz+aErjzHrjtr4c6sfry8J3vjYdccYo8KenU18NTFxvb7cXO17Z6Y0M78k13XkGCPHceQ6jly3/v7ar7iQ9zU5OiQ363cVAADAtrLcjkmSzoe+bjA2MZNH47jyigUF5eQkRpJmcP8eOb4na3vcRqvBnEFCfpS2l5pAGxdFkRaWVi7NB+sF9/WK+42+2nzOZ86UQSQhAHRcew1d0i8c2y3nxCNxh3GJl6Pf5Hb2vOR5cvO5uMNINeP2Z7Lriw98V19+4LGGj3ddRzvGhrVnx4h2jg9rsFTQQDGnUjGv5xzb15eJGgAA0Lwsb0wtScvWUcV4yiuMO5RLcoMlkhBbGLnmSGOVBnFJcGhr9eN8oBaEeur0haae47mOCjlfhbyvnO+tLvRyVCrklPO5Xd2P+FsF0HFDeU9F39VyLVAlSM5mY71SG92pgjFd2zi4Wa7PCoOtjN90HQmIDogjCbFSqcl1jPwOD1KttXr06bP60gPf1YOPfq+p54ZhpLMXZnX2wuxVn/v5H3+Vrj20q0NRAgCANBsp+LrrwKiWq6EePreQlvunHTVrfe0ySUpCFLR8Pu4okmv4SLI3pU6FmBIQQRDK8zq/OLFWCzQ9v6Sp2cXmYwojLZYrWixX1j0+PFDQ0f0p6ASAppGEANBxOc9RTlLBd3R+saIgytaQ2vo5aWhMmp+OOxRJkmOy9f1v1u7n3RZ3COkXw34QtVqg//pnn9LpZ2d049G9uunYPk2MDmpseEBjQ6WrEhNBEOrMhTmVK1VJ9URDEEaqVgNVqjXNzC9ren5J03OLOjc1r9n5pY7H/NVvPk4SAgAASKrPmfaNFCXVF3A/fG4h3oBiMG1z2mWSU3ngDxTjDiG5jNHggb1xR9EHep+EmJlf0okzUyrmfY0MllRcrTzwPXfDxEStFqhSCy59bK1VFFlF1ioIQlWDUNVaoFoQqrxS7XgCdWFppWtJE8SLJASArnGM0UjB19RyNe5Qem98d3KSEAkqcU6iiRuOxh1C+jm93Q8iiiL98Qe/qKdO1peqfeOR7+kbj1yuWHAco2MHdunaQ7s0Nbuok+emdeb8rKKYE6LPnE3GawIAAEiWaycHdHK2rPlKsP3BfeR86OrGBO0L4ZdIQmxmcP8eeVSPt6/HP+uLyyv63pkpSVK5UlO5Mrfu877nanSoJHPp81UFYbzdLKykcqWqIY9/j/2GJASArir4rnzXUS3mX2S9Fo7tkvP0w3GHcUlxbEjlmeytrmrE0IHdcYeQesbrbSumv/r019clHa4URVaPnTirx06c7WFU26vWsnVjAQAANMYYo+t2DOr+k7Nxh9JTZesmal8Iv8BN9s2MHDsUdwh9oZcLt1YqNT116sKWlQq1INT5BN4niHvxGLqDRuEAum4on718Z210h+IotdxMcXw47hASaey6I/IK+bjDSD3Tw1ZMn/nad/SZryUnwdcMkhAAAGAze0cKGsxlr/3IjJJz498rFuIOIbGGD7MfRNt6mICo1QI9efJZhVE6F4NGCdlfE51FEgJA1xV9V76TrZcb6+VkRsbjDuOS4uhg3CEk0q67j8cdQn/o0abUDzxyQh/41P09uVY3zC+Wdeb8bNxhAACABHKM0bU7sjdmn46Ss2DNoxJiY8Zo6OC+uKPoA71JQkRRpCdPnVc1SEaFUSsWlpKzVww6J1t3BQHEZjCD1RAaT06bn/zwQNwhJNLEc66JO4T0c/2elBU/efJZ/Z9/80XZlK+K+fTfp7OKAwAAdN/+kaKKfraqIc6HvpSQ8R1JiI0N7NlFlUgn9GDOZK3V06cvqFypdf1a3TQzv6QaVeR9hyQEgJ4o+o48JzntiXohHNsVdwiX5AdpObSR4QN74g4h9XrRiunZ6Xn9wf/zGdVSvJrnom9995m4QwAAAAnlOkbXTmZr8dCKdVQ2yViw5uWSEUfSjBw7GHcIaNDJczOa74MqAitpYTn9XwfWIwkBoCeMMRou9Hbz2rhVh3f0tO/jVnKsXLnK8OED8kt8X9rV7U2pF5dX9P4/+7SWypWuXqdXRoZKcYcAAAAS7NBYKXN76s0lZF8IN+cnaVu/xBg+QhKibcZ0vXr83NScpuYWu3qNXvK9bFWFZQFJCAA9U/RdlbK0usT3ZUYm445CkuQVMvR9b9Ce5x+PO4T+0MVKiGot0O//P5/RhZmFrl2j1ybZnwUAAGzBdYzu3D8qNyGLmXphKkpGEkLGyC8V444icYYO7I07hD7Q3X/P03OLOnNhrqvX6LWczz2MfkMSAkBPjRQ8eRnapNqOJ6Mlk+9n53veqInnXBt3COnnejKmOz9bURTpj/76C3r61PmunD8uDKYBAMB2Roq+bto9FHcYPXM+cBOzL0R+KFvtsLZT3LVT/iDfk7Z1Mam4sFTWM2enu3b+uDgZSsRmBXelAPSUY4zGSn5mqlzDsWRsTu16WfmON274ECt62mXc7rRistbqLz91v77Zh/snVKpssAYAALZ3dLyk3UPZ2NetIkfLJhmte/0BKiHWGmU/iERbqdT09OkpJSOF11lRQhKT6BySEAB6Luc6mdkfojY8KXVppXgzHMMv8LUG9u6SP0hv/nZ1Kwnx2fse0efue6Qr545bEKZ/c20AANB9xhjdvm9EBS/+uUQvJGVfCJIQ6w0fORB3COnXpf0garVAT5x8VmEUdfzcSUAOov9k47cZgMQZzHvKZ2GjIc+TGY1/XwijSMahGuKivffckZlqnK7yOt9a6KEnTukDn7q/4+dNiqEBNkMHAACNyXuu7tg3GncYPTEVJqNlpV/KRvVJo4YP7Y87hD7Q+ZlnFEV66vQF1YL+XeDkudyy7jf8jQKIzVjRl5eFG+PjyWjJVBwfiTuExJi85fq4Q0i/LuwHceb8rO79q8/L9vGylxfcxl4kAACgcTuH8rphx2DcYXTd+chPxBjQL7Fg5KLCjgn5Q/3/s9d1XaiCeObstJZXqh0/b1IMDxTkZWHRasaQhAAQG9cxmhzIK79NibGRSfWmRMHYzrhDkCSVxofjDiEx2A+ifcbt7Gq1xeUV/f7/83daqdQ6et4kOXpgp649lIzN6gEAQHrcsGtIx/eOaLv1WwO59N60q1qjcgL2hfAKVEJcNHKE/SCS6OyFOc0sLMcdRlftmmABZT8iCQEgVq5jNFHKaSC38Q1N33G0YzAnP8WleLXhHYnYF6IwyioWSSrtmlRumO9Fuzq5H0QQhPrv//Ozmppd7Ng5k6iYj39iDQAA0unweEkvPDyx4QIux0g37x7W8b3pvnE3m4B9IfxC/DEkxchRkhBt6/B+ELMLyzo7Ndex8yWV68R//wSdl4ymewAyzRij0aKvgZyryFpZW69Y9BxH7upyn1R3bXJdmbEdstPnWj5FpRLqzJlFBbVIYRAqCEKFtdW3QaigWqt/XA0U1Fbfr9RWH68pqNS0/xiDSEna+wL2g+iIDiUhrLX6Hx/9qp545tmOnC/JqrX+7dkKAAC6b2Igp390zaQWK6HCyCqyVqWcq4GcJ9cxmllOd3uWqcjX3jbuPVprdfbxk1qama/Pi6o1hUGosFqfD4XVmoIgUFCpKqwGCqrV+mPV1c9VqyoMDmj/7vj39EuCocPsB5Eky+WKvndmKu4weiLq0822s44kBIDE2KraoZOrB3rNCSpaCDyd+e6MoihSFFlFQVR/P4wUhpFsWE8uRGGkKAxXj6knGLxCXg9/8ssKViptxTG5fw8v+mI/iI5wXJkOrU75u79/WH//zSc6cq6kYzANAADalfdc5TfplZ7mjVyNtTJRoCcfeKQ+V7o0L4oUrZ0nhRc/vvqx+WendOKrD7QVR26wRBJCUn58RPkR2vm2rUP3MWq1QE+dvqAoAfumAK3ifhSAVEhbCsKEgQZmn5E/c1Jm7lnNLUf60p98rKVzjR050HYCQpKCWo0XfUnDR1jR0y7jdaYK4luPndRf/93XO3KuNNizYzTuEAAAQB/zUlg+vtut6oBZ0Fi0IM+G+ugX7tdMixWyQRC0HU91cVmRTXklfgeMHD0cdwh9ov0fpCiK9NTpC6oF2amqLtDGti9xPwpAKqRtEDh87jtyz3z30selgdZfbl2/M7+AqytVFTpypvQqTowpP8J+EO3qxH4Q3zszpT/668/LZmg1z6E9rKoDAADdk7YkxJAT6vbwmXWLxScP72k5CVFdKncmMM+TwvYTGmk2cuRA3CH0hXY7OlhrdeLMlJZX0t1qrRmFnC+HPSH6En+rAFLBSVE7Jq9alnv28XWP+U6owlCppfOZDpVVV5aXO3KeNNv9/NtT3dorMdz21jBcmFnQ+//806pUszW5O7h3Iu4QAABAH0tbEuJGd/aqbjUT+1pbtGElrcwvtB+UpFDZWSSzmaHDJCHa1oF556lnZzS32KHkWkqU2By+b5GEAJAKiRxOWysTBnKCirzqsvyVBeWWZzR45tuSvaL3uzE6cOuxFi/TmUFweX6xI+dJsx23sh9E2xxXxtm4D3EjFpdX9F/+x6e0uLTSwaCSL5/ztGdyJO4wAABAHzPGJDIR4cmqYCINmlCjTqBJt6aDXlkTtdmrjh3eOdrSNVzfV9ShdjVhlO0khD88qPwY49a2tZmEODc1pwuz2ZvDk4ToX7RjApAKvV69Xpw/q/zU0zJhIEWhTBRIYShFoRQF9fLcKxMN29hz7V499qVvNR1LFHZmM9vlmXlpZKAj50qrkWMH4w4h9dppxVSp1vT+P/u0Lsx0ZpVamhw7sIuyYgAA0HWeYxT06Ca6sVbP9y/INZGcKJIrK0eRHBvJKJJjrYyN1t+Ltat/pA1Xmg2OtlY97uU7d+MyCMP09QPuoNFrDlM93hGtfw+n5xZ15sJcB2NJj8FS1ptI9y+SEABSoddjoPzsSTnTpzp6zol9rbViCWu1jly/tlyWXLeeTMmg3NCACmPDcYeRfl5rQwdrrf7wrz6v752Z6nBA6XDd4d1xhwAAADLAcxxJnVnEtJ0xN9BYOL/1QU3O4/JFX14+p6DSXA/8Tu2jJ0lBtSZleDX2yJFDcYfQF1pN5CwslfXM2ekOR5MOnuuwKXUfY0kegFTo9ToMZ7Hzv/RHxootPa+23LkekKbYWgz9YM89z2VFTwe0Wgnx4Hef0UOPdzaxlyZFBtMAAKAHejncnXQrHT+nMUY7ju5t/nle6+1Cr1Rd6fzXlSZDh/bFHUL6tfgP0Vqrk+dmMrsriUvleF/jbxcAruCENanc+XYxhXxrA5HqUgeTEB0sU06bHcdvjDuE9GtxP4gwDPXhz36j8/GkSLWWzQokAADQv0bUnZv1k4earyDtZPKlUs7W3mVr+QMlFSbH4w4j/Vr8gZyeW1KlFnQ4mPSIOrQfJpKJJAQArGGiSIXFZ7tybsdEGj+4s+nnrcx3LiFi3ex24Rs9yn4Q7TIt/PzYKFSwNKczF2Y7H1CKVKqdaasGAACQBEUTaSjq3GKptcb2NH8TvJP3LiuLy507WcqMsB9EhzT/PbRRpHLGq3CijG8K3++yezcKQOaZMNDQ+e/KqSzLVJZkKstStbsDzgM3H9X095pIcjhGKzOLHRsIRsb0vLVVEvgDRRUnR+MOI/2abMVka1VFK4vyFKmY97VSye6N+LMZ3VgOAACk3wG3rF1OWQVbU97W5EdVObJd23piaGKo6edEHdz3bmVhqWPnSpthFm51RDPzd2utZCPJWnlutteKh1GkWi2Q73O7uh/xtwogs/LLU/JOfaen19x5ZFdTx+cHB7Q03bmbl0EUKYud6fc8/3ZW9HSA8Rr76bHWylaWZKuXS9kHi/lMJyGePHU+7hAAAABacp2mlA96t0J7YLj5feyiDrawKc/MyVqbyfnD8KH9cYeQfs0mIKLLCbSsJyEkaWmlqlGSEH2Jn24AmZWfO9vza47vGmnqeL9U6uj1axltCbPj+E1xh5B+jiOZ7YcNNgwULc+tS0BI0mApu/uRSNLM3JKiqEvLBQEAALpkyATKh73dI8HLuRqYbG7eVFvpXIxBpVof+2aMVyyquHMy7jDSr8EkhI2idQkIiSSEJFUzvCdGv+OnG0A2WSt39nTPLzs43NyNWL+Y7+j1qx0cnKfJ6DWH4g4h9Yzrb7kazFqrqLqiaHlOCq8eOA4Wsp2EsNZqeaUadxgAAABN2eeVO7vrc4N2Ht3b1PG1Dm8mHWUwCTFy7GAmqz86b+vvobVWNgrrLZiu4Hlut4JKjSDoXGs1JEv2XlUBQJJfWZQqvd9wLOdGcpoYWDgdLkOsLHVn87gk8wp5FXeMxR1G+jluvVx4A9ZGsiuLsiuLm+4KOFjqbEItjRaXs73RHAAASJ8dNp5Nmif272zq+GqH5zlZvA06fJSFW91m7Wr1wyZzJs8hCRSEVI/3K5psAehLfmVRxdmTqxs8SWZ1oycpkrFWpjwfS1zGSPuec0TPPPh4Q8c7TmdXQpTnF6Tx4Y6eM+l23X1cTgZXMnWarSzLVpZX2zK5Mo4jOa5kHNlq+apS4isNFrNdCSFJxXwWd2QBAABJdr23qIIJZWRlpCveWg0G8WzSPLxztOFjraSV+YWOXj+KNr5J3M/YD6JDolCXfnouVZYYSXbT5MNFnkslhEtLqr5FEgJAXyrOnpR38qG4w9jQvhsONpyEsOrs4Hd5alZ2bChTZbY7b2c/iI6KIkmRbJPLwwYy3o7Jc10NDza/ySIAAEC3+Ip0NDgXR7elbQ2PDzZ8rOv7ijrcwiUIQslN4DemS9x8TqXdO+IOo/9cSjo0Nq93XediuiKzcrSk6luklwCkgttkWaK7cL5LkbRvx8HGN/uyHd7INqwFcvLZaoszeu3huEOApKGMb0w9MTaYqeQfAACIR8lv/Abebq+ayASEJBUGcw3vReHlOz/OrFaytZfXyNFD9UpnxK7Zex/9Jp+jerxf8QoDIBV811GxwQG1iUKZ+Qtdjqh1o5ONr+qRlXIDxU178bfCFAsdO1fSub6vgV3jcYcBsTH15GgT/+4BAABadMPOxscckya5+8U5jqPJQ7sbOta4rgqjw/W2oR1SXcnWXl7DRw/GHQJWuRlvyZTr8L6YSA7+ZgGkxpDvyD/1HVnjyDpOvRf96h857upbR051WSZXkKytb/xkbb2FzMVNoGJe7lMsNj44nnrsKfm+r/yOceWHBuWXivIKeTmep+/9wzdlWyk79rOzsmDXXbfKyfggLikGMr4nhGNY9wEAALpvrJTT7YNVhUtzCmVkjVFkHQWruzxEMgplFBpHY9HS+p711q4ufrKJqOCcPLxHF54+s+1xlbl5DY6NaGBsRF4hLy+Xk5vzZRxH5fkFPfudxlrhrlVdLmdqL72hwwfiDgGrPNdRpRZ3FPFJwEsPuoQkBIDU8H1Pdu60opntB6IXbfj7y1zeUFeryQyz+lbGrHlr6s0YL76/ll3zjrXrBuyKojXJj/ByAmT1HJ6JNDA+rKXpxjfHjoJQ5Zk5lWfmLn8/8jlVg+ZXL0UZuim/4/bnxB0CVg2VspP82shDT5zU/GKZfSEAAEDXHRjJq3a60T3otnh8zXxJxsisLgAzxqxWHVwxd9LleZMxq1tcG2n9rGztFS9v1lsv/F6f/BjfN9HQ17D2bOFKReGaKobSjtaqolcW4tmQOw6O72lgz864w8Aqz8v24qXpuSXt2TEadxjoApIQAFLF3XttU0mIDdlICtfvtdDpjZ82Tn649cG66+rwHdfqoU/9Q3vXaDGZEMlkphff+HWH4w4BqwYLuXpOL+5AYhJFVl958HG96oW3xB0KAADoc2Z0p4xfkK2ttHeiK+ZNzWyx2+r8am3yY2yy1OJZ1mhxWfXKwmL7106J4SMHqR5PEC/je3NMzS1q9+RIIqqx0FnZ/skGkDrOrsOSm9IV1TaUwppUW9He6/a1fTrXay2PHIQttHBKIeM6GtizI+4wsMp3HeUz3t/za99+Mu4QAABABhjjyNmZ4h7/NpLCQKVObGXXYjakPDvf0X35kmzk6KG4Q8AaXsYTQkEYaWGpzQQqEokkBIBUMa4nd/fRuMNo2/ie0bbP4bR4Q7dWqbZ97TTYeftz5HjZHsAlzVApH3cIsTKZrQMBAAC95u5M/41lz4TKt9nK0jitjb+iIJR1sjGXGDq8P+4QsIbnMmdAfyIJASB13H3XxR1C24aG2q/maLVktlLOxqqCXXfdGncIuMJgxjenHsx4EgYAAPSOKQ7JGWpuT4XEMUZ7r29zw+Q2ihmiDLTFMZ6nwX274g4Da3gspJPn9v+/vSzibxVA6pjhSZmB0bjDaEvOCdpuju+0+Is5K5usjV13JO4QcIWBYrZvwhfz2U7CAACA3nL6oBpi8kC77VVbz0JENtr+oJQbPrxfjpfSdsd9ihvwksv3oC/xtwogdYwxcvdeG3cYbTE21J4b2psUtLox9cp8/2+yZhxHg3t3xh0GrjBYyvZN+FPnZzLTWxgAAMTPmdwvpbyl0OjO4fZO0MbmtkHU/+O2kSMp3jukT2V9Y2pJKldqcYeALuAnG0AquXuukUy6X8IO3tzeSv1W2zEtz8y1dd00mLzlBrkZ3wQZyTM9u6hTz87EHQYAAMgI43pyJtLd739guL1FLLaNREJQC9q6dhoMHUn3zwf609zCctwhoAvSfQcPQGaZfLG+sifFdh5ub6V+q+2YbBTJKRbaunbS7brz5rhDwBVmlyr6+qOn4g4jdt945HtxhwAAADLE3ZXulkx5r71qhDYKIVSrVNu6dtIZx9Hgvr1xh4ErPDvb/50LtjO/tEIFeR9imSiA1HL3XqvofHpv6I3uGGzr+WabMs3ixJhKE2PyCnk5vi/HcyVjZCWtjI8qqNbqH6/55W5tJMlI1q7rnmqjqD6CX/P45VVFVtZe/JyVrL10XhvZ+unWrkBaPYeNootPl1X9WGOkyNpLrVsvHmOtvRSnjS6+by/+v37Oi8dYq+uG2yzbRsd94v4nFQRh3GHE7txU/1ciAQCA5DBDEzKFAdmVdO4L5xiriYM7NfW9Z1t6/raVEI6j0YP75BXycnO+HN+X67mS48gZHVVleFCXZkBWq/MpK7NmHnL5UxfnVmZ1TnTxmNX/XPz86iH1OcxqHEaX50C6fEx9jmQuX2t17nTx+Evnv3g9uyZWWa273MUnrM7XhnfvkJtjP4gkqVRrmlkoxx1G7MIoUi0IlaO7QV/hbxNAajmTB6RcUaqm85d0qdDeztTb7QkxcvSQLjy5SZLmpms1e7q1gXwa7L423Su++s35ubK+/K2n4w4jERaWVuIOAQAAZIgxRs7Owwq/91DcobRs59G9LSchtM2Ua/TQPplCQaGksBZIa1ow+YMD6peGTFelYqzV2P49cYSCLZyZXog7hMQISEL0HdoxAUgt4zhy9xyLO4yWebaiwlCp5ec721RCVJY276Poev37y7wwPKiRXeNxh4E1Pnbf45TTrppf2jxpyvcIAAB0g7sj3ZsPT+wba/m521VCFIaHNv1c0OftmMYO7I47BKxRXqlqbpEFSxcFYRR3COgwkhAAUs3de13cIbTl0PFrWn7uVu2YrKSlC5tvgGuc9qowkmzPjcdk2mn+io46Pb2o+x95Ju4wEmN6dklhtaJoYVrhsycUnHhIte98VZWvfzLV7eUAAEBymXxRzuiuuMNo2fD4QOtP3maRh7vFXnm1cn/fEB7dRxIiSaiCWK9SqcoGNdnKsqKlWUVz5xVOnVY4dTru0NCi/l0KCyATnMFRmeEdsvPn4w6lJXtvOKBHv/DNlp67VSJhcNekKlv13+/jBde7rz8SdwhY4yNffayvf962Mph3dXSypINjee0ZdDWRl4bdQLV/+PiGmyTaSjpbywEAgORzdh5SNHsu7jBaUipt3YZ2S9uMQ7da2FVdLsta25cLnNxcTkM7qB5PiqWVqhaWK3GHEQ9rVXCNCp5UcKWCa5Uzkl+bVjS1wcLKPvz3mBUkIQCknrvvOgUpTUJM7m29tHirwXBpYlyVcxc2/bwN+3eD4N3Xsx9EUpx4dl7ffOLMdq14U+9isuHAaE57Bl1NFqRhL1TOhqtj5GD1z9ZsSve3AQAAyeeM75G8nBSkr8WQZyL5hbxqK83fpI2irVu6hLXapp+zUSTHdWW3OUcaje3f3ZfJlbQ6fWE+7hC672KywZcKjpR3pbxj5ZtIzoY/i5v8fForG4UyThvJScSCJASA1HN3HVHw6N9LUfq2DfN9o8lbbpBkVhfpWBkZWdn6qh0jrX/38gdW0t7n3VH/Jbz6eL2nvFVli77zkhRU0zf5aISV1a5jB+IOA6s+/JVH+yoBMZBzdHTHgA6M5rR30NVEQRrxIuVssJpsCFf/rGr2i6/2d8k/AACIj3FcuTsOKDzzRNyhNM0Yae/tN2jm3KwulzbU50yXhlt23Zt19t9z55qDzJrjrMpzW7fAcRxHYV8mIdiUOikWlitaXumj+bm1KnirlQ3tJBu2EoUSSYjUIQkBIPWMn5O785DCs+kbUBf8UKcefrzn1w1aWEWUBjuOHlRxqI2eseiY756a0aPfO5/KJMRAztGRS22UvHplgxsor7AzyYZNUAkBAAC6ydl5KJVJCElyHKuZ071vJ9Wve+lNHt0fdwhYldoqCGuVd1VPODhWBbeecOhosmEzYVCv7EKqkIQA0BfcfdclLglxeRWOufz2it+7haKjockxLWyxiXQ3VJf782bnwdtvijsEqF6Rk4YqiJLv6OiOkg6M5rV3yKtXNrih8tqksqHLLJUQAACgi5yBUZmBUdml2bhDucrVFQzrR5KjO4Z7Fcr6KPqwZZHjupo4uDfuMCBpdrGslermLcESYYNkQ86xyjl2Ndlw5b/e7v+bsWGY+LkmrkYSAkB/GN2lZ778lGozM7KXq2xV/0D134v2YtGtXf970trVXkd2TRnvBsesqfG1F8+79qA115Ck8df+oAZf+QPbhn7s+xf1jT/7YCNfZcdU5hfllEo9vWYvHDp+fdwhQNJDJ6Z04sx03GFc4nmujk4M6NiEpz1DnibzRsNeoMJmlQ1xCQPZoCbj+XFHAgAA+tRydVDTX76v/oG19XnNpbmTLj0u6XJrWLtBkyN7Zf8ju+ZTduNjN3jM5PLa+wu/vG3cO3eelj52/7bHddqGX3vKjR/aJ9dnvBk3a63OTm3dDqyXrLWKrNF44eIG0VLOWOWcKLZkw6ZS2IobJCEA9AnHcVS65npNffbT8Qay9vew6zT0lJ03XdudWLYQVGsqjHiKav3zy9svFbTvOcfiDiPzrLX62688Gsu1Pc/VzolRTU4Ma2JsRKMjgxodGdRgqaDJ6cc0OH9KUkL7rRpHZmhcsv3XcxgAACTHwDXX6vzHPhJ3GJeYBudMpR3jXY5kYzbsv7HZ7uuPxB0CJM0slFWJYT5urVXNGq1E0nJNWgysFiqhFqqhRvKufvzYlf8mE1Zz4Hr1P0gd/tYA9I2RO+6IPwmxhmnwF+P4kYNdjmRj+WJB5dpiLNfuhutf8jz5efpCxu3rj5/T6QtzXb2G57naMTGiyfF6smFsdEijwwMaGCimqmTeDIzIGdkhZ2SHzOC4jMvmagAAoLv8sTHld+9R5eyZuEORVN8wuxF+oaDBnZNafPZClyNaLwoDJe4mbBuM42j/bTfGHUbmWWt1brq7VRDWWlWtUSUyWg6sFmuXkw21MEUVPo4jkytKuYJMrtjwfRYkD39zAPrGwHXXyy0NKFxeijsUSWr4huLgrskuR7Ixv1hQeb5/khDP+f7nxx1C5oVhpI989bsdO5/rutoxMaydEyMaX61sGBsZbDHZkLCBdq6o3C0viTsKAACQQYM33JCYJESj1eOStOO6I71PQtQCmT5qXbT7hqPKD/RfW960mZpbUjXoTDvYS5UNodFyaLVUs1qohppbCRVEzc2Bkphuc4YmZAoDcYeBDiAJAaBvGNfV8PHbNfPlL8YdSl2DSQh/aFBuPqew0ts2Ma7fP78Cxg/u0Z7rD8UdRub9/aNndGG2+cTWxWTDjvERTYyPaGxkUCMjgxrsZGVDwnIQqlVkrU1V5QYAAOgPAzfcpKnPfibuMCQ1vnBLksaPHNBTX7yvi9FcLajW5PdREuLgc2+JO4TMi6KopSoIa60Ca1RerWxYqlnNV0PNt5BsSBMbsQl1v+ifO1AAIGnkjucmJglhvMZeYo0xOnDnrXr6S73daM1pYtVR0j3nld/HzdyY1cJIH/v7rasgXNfV5PjFyobhS22UBgdL2fv7s5EUBhKbUAMAgB7LTU4qNzGp6lRvqwo20mg7Jkka2b+ni5FsLCivyO+TyoH84IB2XsPCrbhdmFvaMmmwNtlQDqXFaqSFaqT5StD9NkpJnJJFnakYQfxIQgDoK/k9vR+YbqaZVT17b7+550mIfrnpaxyjG196V9xhZN4Xv31Sc4tlSZeTDfXKhmGNjg5qbHgwm8mGrdQqJCEAAEDPGWPkTyYjCSGn8YVRQ7t3dDGQjdXKFRV7ftXuOHj7c+Q08f1G54VhpGen65Xj1loFuthGqZ5sWKxFmlvpQbIhTaL+2xw+q0hCoC89c9+Devbhx2QcI+M4q3/Wvl//+NjL7lFheCjucNFRCbrB2UQSYse1R7oYyMZsn/wyP3L3bRoY499xHKy1CpaWVZ1b0IqT1xt+4B6NDg9paDBdG0THxQbVJL1iAQAyJgwCnfv2o5Ix9d/bl97q8scyKowOa3jPzrjDRZ9qphKiODYqx/MUBUEXI1qvtrLSs2t128E7boo7hMyyUaSoWtVD5xb1xMJqZcNKqGrYH3PyrqISom+QhEBfKk/P6ruf+Ny2xw3umNChe+7sQUTIItPEKpORg3u7GMnGolrvBu/ddPMr74k7hEyw1iosl1W9MK3KhSnVLkypcv68opUVOfe8VNdec13cIaaOrVXiDgEAkGGO62rmxElF29wEK46QhEAXNdEi1jiOJo4d0vlHn+hiQFdzXGfbfydJN35wnwYnx+MOIxNsFCmq1RRVKoqqVUWVqmytptma9HcnQyX5JymJC6QsSYi+QRICfWmowUHy+UefJAmB7mmiEqI4MdbFQDYWVms9v2anjR/co8N33Bh3GH0pWC6rNlVPOFQvXFDl/AVF5fJVx7l796t86NpEDlgTjyQEACBGxhjlSiWtLCxuedzK/ILCWk1uH23Oi+RopoWtJO249nAMSQhPUVjt6TU77Zrve27cIfQla+1qomF9wuFKkZU+cyFKdAIisUhC9A2SEOhLg7sa6xX57COPdzkS9Jo3OBh3CJe5jb/EurmcRg7s0dwzZ7oY0Hq1crpLix3f0w/8ytvl+vwqa1dYXlF1akaVqSlVz0+pev68wuWl7Z/o+6rd/eKUtF5KYF9Vm8CYAACZkh8a2DYJYa3V8tRsLP340T1uKRmbLTdTPS5Jowf3dSmSLaRhqLuFA3c8R3tuvCbuMFLPWitbrSqsVBRVa4qqVdlqY8mphxalcyvJH/un/EcdCcedG/SlgckxGdeVDbfOmM6dPKPKwqLyQwm6cY22uKWS/NEx1WZn4g6l6VU9B+86rm/1MAlRWVySmujBmjQv+uk3a+eRGCYhKReuVFSdmlZ1NeFQuXBBweJiSwNO547nq1ZKx+tnIgfUKf73BwDoD7nBgYaOW5qaJgnRZ/I7ktFiq9k50/C+3V2KZHOJHEc2aGB8VLe+9mVxh5E6FxMO0eqfsNJ4wuFK84HVV6eogWhZKha8oREkIdCXHNfV0M5JzZ85t+2x57/7pPY/99YeRIVeKezbn4wkRJM3GHfdfJ2+9YGPdimaq1UWluQND6VkFft6h++6Rcdf96K4w0i8sFJRdXqmXt0wNaXK+QsKFhaumki18hPg7t6r8tEbUj0pix1JCABAzHIDja2GX74Q/9ganZXbmYwkhJqshBjcMdGlQDZno3TeQDaOozt/5DXycrm4Q0k0a61srXZVW6VOnfuzF6zC5BdBSErq/f5EBoUWkIRA3xrcvaOxJMSjJCH6TWHfPi089K24w5C85m4wjh891KVANmatVX6gqOpyutoy7bjmkF7zKz8tp8kJS1bMf+dRVc4+q+qFC6rNz3ck4XAVz1PwvJekMoGVKCQhAAAxyw02mISYmVMUhnKaXLWO5EpKEqLZSgi/VFBpfFTL07PdCWgD23VYSCRj9NwfeY1GY6gcSYOoUlGwuKSoWk86dKtz6yNLRqfL6UxiJYZh3t8v+JtE32q0XPg8+0L0nfy+ZLToaXZAPbS79xMBv1Do+TXbMbpvl974zn+hfCldcfdK+ew5zXz5q1p+8kkFGyQgOsU5fpeCgaEunb1bkrf8qNnXCAAAOi3fYDsmG0Uqz8x1ORr0klsaSMa+EE2Ph4x2XH+0K6FsJgzSl4S47fUv177nXBd3GIlVmZpWsLBQr3jo0jRhIbD60lT6fnYSh4VvfYMkBPrWUIObU08/fVJBpdLlaNBLhX374w6hzmuu2Cw3PCg319sCNS+fntLcgfERveldP6eBsbTd/O4Na63m7n+g69dxdu7WyjXP6fp1MoFVPQCAmPnFgtwGbwIv0ZKprxhjlNu5K+4wmm5hK0kThw92IZLNhS3uBRCXG17+Qh2+i24PmwmWllre36FR1lp9ftoqoAiibVTf9w/aMaFvDe1pbFW5DUNNPXFCu25ilUC/KOzZq/yu3W33nQkWlxQuLrR+giYH1MZxtPe25+iZ+x5s/ZpN8vx0rMTODZb0pv/w8xrZOR53KIm1cvqsKue2b0HXFtdV8LwXy9AKqyNsUJVdnpOslayVlV19P6q/vfSxvfyxVE9eOO7qW0dm9e26x9c8xsAdALCV3OCAynPz2x63PEUSot8U9u1Xbabdv1erYK71KplWxpUjB/e2fL1WBJWq3JRUkB99/u267iV3xx1GotVmu1/V9diS0TNL6ctAJHHWYCXZsLY6FVpTtmLt+qPs2mdIkln9gla/KmNWH7vy4/oxzJm6jyQE+laj7Zik+r4QJCH6h/F9HfuVX2y7rHL5qaf19H99f+txtLCqZ98dN/c0CZGGm8luPqcfeue/0uTBPXGHkljWWs3+Qw+qIG67U7Wh0a5fJzOqy7Jh+6uwtn2pG90t4+fbvg4AoD/lBksNJyGstdyo6SMTL36xxl/4grbP8+R//h3ZaovdBVpoT9nMXL8TgpWK8iM9vWRL9t92o25+zUv5N7qFYGlJtlbr6jWWQukL07Rh6hhrpaCVvzPb1D0h67jMmbqMJAT6VmliTK7vK2zgF8z5R5/oQUToqQ70dWy3R6ppcmNqSdpx/bG2rtk0m4w++dZa5QaKyg+U5HiejKn3Xq2VV7TryD498qFP67GPenJ8T67nyfFcORff+p5c35PjOnI9f/Vzbv0xz5Pru3Jcd/V9T8Zz5Lirj/ueHMetv+95clef67hOqjZeLD9zWtXz57t6DWdyp1auuyWRq2MaYRLys75eWr+bAIB+0ujm1GEQqDK/qMIIrTH7R2fGR/7wsKoXWhuLGrf5RVHF8REZx5GNerPSvLpUVikxCTh7aSV3WAtUW6mouryiyvyibnzxXXryc38v4zgyrpEx9TmNcYwcx60/7hgZt/6+45rVY1ePWX3cmLXHrH7sODKus/qYe+k8TgoWtV1krVVtdrbr1/j8lFQjB9E5Sfhnh44gCYG+ZYzR4M5JzZ06s+2xFx57SlEYpuqmI7bSmcG0Wyy2F0ULA+pelxb3auDu+J4KQ4Pycr6M68iGkWqViiqLS1qemdfihWlFtWDD546MDmlqerYnca5lJL38135G4wd29/zazbDWavbrXa6CMI5C2jB1HgNqAEAC5Aca25xakpYuTJOEwFW8oaGWkxDNtrCtP8XTxJEDuvDEidau2aQoDOvJkqi7i1qstXIcR1ZSFAQKqzVVyyv1OdPsgpanZ1VZXNJmg8iV2flYEiUjB/bq4POO9/y6zQqXlmQ3mXN2yhNloxNL6c1AJCPRdqUkxoRWkIRAXxvavaOhJESwUtHsiVMaP9rbDa7QLat9/tpc+ey0uWlzK+2YSpMTbV2zWWG1A6WoRvUEQ7Eg13MlaxVUa6oul1WeW9DihWlVF5dbPr2NbCzjDitpZXZBSngSonzipGpTU129hnPbHaqMsB8HAAD9KD/UeBJieWpGE8cOdTEa9FZnBtnuUOuJqVYqISRp4trDPUtCSJLjOIqi1m8uX2xlZhyjKIwU1mqqlSuqLi2rvLCo5ek5Lc/M1ec+W9r878xGVsbt/cSpVl7p+TWb1YsqiOXQ6vPn07cPBNArJCHQ1xrdnFqqt2QiCdEf6uWjnmxLfQMvc3J+e3G4zb/EeoWcBnZOaOnZ7t5Uviiobt+PfnDXpIxsfbBcrV0aMNdWVlRZKmt5Zq6rbZ1shypbWrEytxjbtRtho6jrVRDO+IQqN9zW1WtkF6t6AADxa7QdkyQtXWBz6r7iOFIHFm17Q4OtP9m0loQYO7i/9Wu2wHEcRVt8s6yk6tKywmpNQbWmoFJVUKmqtrKi6vKKVuYXFFS6uxdBXIKVFvcD6aFwcVE26F6FgrVWX5y2qpKD6DymTH2DJAT62uCuyYaPPfXAt3Xdq9nEqV8Yx5NVm4M848gdGla4sP1GfRuxrtPC70ujQ3cf18Mf/nRL12xWrbz1gHFo54RO3Peggkr7m+e2ykZWimFFjySVL0yrfPK06tU1qlfYGOnSSMgxq21ZVz9e/bxZe/zq++bScztn5fQ51Wa6fDPgpuMtlcknTbk0Ib+yJL+WoMRSz36sk7gfBgAgKbx8Xq7nKQy2b1NSW1lReXZexdHhHkSGruvQ3NctNV5Nc1UILbZEHtnX42rlbb5VU08+ozMPP9abWDZhY9oDLaxWFSzXK9/X3U/Z6ufris+ZLT7XCbXZuY6fc63ZwOjJxfRnIBaqkZ5c9HRwwMpLyq0xpjJ9gyQE+lozlRDnHvquTn39W9r/3Fu7GBF6poUqhI3kd+7QcitJCNtaJYQk7brlhp4lIapLy5t+rwYmxvTMNx6KNQEhqV723KG/z2aM7ppQaeqknv34yZ5fO1HarChKioWBXVoY2CUvWFGpPK3S4jnly7PdmOM0zoqVPQCARMgNllSebWzMe+bBh3X0Jc/vckToBWMc2Q60sXWb2FfkqhhaTEIM7OptG1uzybfIWqvZk2djT0BcjKX3jHYe3a/qsy3uCdInvM1+QFJmoRLqg0+F8hyjQyO+jg05OjIYqRjnmjTmS32DJAT62tCuHU0d/w9//JfaffP18vL5LkWEXmk1AXAlf3xCeuKJ5p/oOC1v4jtx7HBLz2tFdXFZ3sjwVb/XS2MjOvPwd1VdKvcsls31ftRRGhnSsUPjcjpRn55yZiUJPwOdE3gFzQ/t1fzQXrlRTcXyjEpL51Vaerb3wcS0Wg0AgCvlBwcaTkIsTc1o5sQpjR3a1+Wo0BPGkWx7Y15voPGWXldpseI2Pzig3NCAqgtLrV+7CRvd4LfWauHZKZ188Ds9iSGJdhzZq1ITLd36VaG1qX9iBZHVEzNVPTFTn43vHfJ1dMTV9UORBnt9J5kpU9/os38mwHrFsRF5TWwuvDw1rYf++uNdjAg902IC4Eq5sbGWntfqBmuSNLS38QqedllrlSuuT7oVhgd1/omntTKfjLY1NuxtIsAv5HTd9bvlkYCo67MkxFqh42txYKee3XFT3KF0FwN3AMA2ck1sTi1JZ7/1SEN7iyH5OtGO2CkWW79+y/Mmo53XHW35us2KrthPwFqr5elZnbjvmz2LYTu9roQY27dLwxOjPb1mUnlGcvukGuJKVtKphZq+cHJFjy7EcRu5P7+vWUQSAn3NGKPBJqshvvO3f6e5k2e6FBF6x3Skl6Q/MtLa1duoxCiMDLdcRdEKv1i49H5+sKSZk2e0NDXbs+tvJ4p6O+g4etMR5UlAXFbp3yRE/BhQAwCSId9kO52gWtW5h77bpWjQW+3PmdxC60mIdvYemzh6sPXrNmntwihrrVYWFvXkVx7o2fUbYaPe7UmQKxU0tru3LbGSzBijwTYWIqZGHJXcVI/3jQz8C0HWDe1ublW5DUPd/0d/EdumTugMY4yMaf8lzh0ebO36LfY2vfjc3Tdf3/Lzm+XlfEmSX8xr4fy0Fs5d6Nm1G9Ljf4tZGDs2w5aX4w6h+2LbGILfMwCAZMi10E5l+qlntDw92/lg0FudqIQo5Fs+TzvzptGDvWsJFtYub9xeW6no8c/f17NrN6qX0ybH8zpSRdNPihloeM/sBe3IwD8RZN3Q7smmn/Psdx7Tk5/7qo699AVdiAg94zhS1N6K9sHrr9V1v/7vFCwtKVhclK3VVJuZ1dm/+qstn9fOYFqS9t95q858sze9RT3fl5vztbKwpNkEVgGFPVzRI3WmJL2vlFfijqAnrI0hF9GzUTzTBQDA1lpJQkjS6Qce0tGXPl9Om2NfxKgDAyDjODr4z/6ZwsX6nCks1ytp5+6/X7XpqW2e2/rPzvCe3rWxDSoV5fI5BZWqHv30l5TE3XKt7d28iTnT1Qa4w9odPcuuMWfqNv6JoO81Wwlx0df++/+t01//tm79kddpZP+eDkeFnuhAJYRxXHnDQ/KGhy49FswvNJCEaO/ldecN17T1/Ga4nquwWtPUU8/07JrNsGFvkxAMPtaLslAJIak+kezx3z0VdwCAhPByOXm+r6BWa+p55bl5fffjn9fOG6/R2OH93JjMMH9k5KpWtkuPPbZtEkJO6z8zpcnxlp/brKBSkxsE+s4nv6AkJiAk9Xgoyzj2SkXXkfq8rW8cf+tMmfoHTSfQ95rdE2Ktk//wTX3k3/x/9dU/+FMtnt9m8ITE6dYkqKFem22uBhs91LvS4tkzz+rZx57q2fWa1csVPVJipxTxqVbarihKhTj+4hlRAwASpNVqiNrKik498G099skvsLdeGnUxcbR2H4VNtbEXnuN5GuvVvMkx+s4nEpyAkHo7tiTheJVSBgrCbDyTphiuiW4gCYG+13aJprV66vNf1d/+8rv09f/rL7Uyv9CZwNB13bp53UgSwnjtjUBKO3uzydf4NYd16luP9uRarep9JQSu5KxkYXPq3g+oLQNqAECC5Ida2wvtosrikr73tW/o8b/7khafTdgeY9hcN29cR8G2h7Tbxnby2iNtPb8RXqGgk996VDZK9titl/tamiQnY2JSzEASIqZaiBiuiW4gCYG+lx8elF8stH2eKAj06Mc+qw/9v35T3/rAR1VdykqLkhRrZOVNKxoY3LU7mPYKBRXHRrY/sA2jB/fpya8+0NVrdELEavHYmXD7CWTaxfJT1rP2pvwbAgBsLzfQWiXElcqz83rqi/fpqS98TctTMx05J7qoi+OERhYTtTtvGju8v63nb8sYLc3Oq7KY/Pl/L5MQVEJczXf6f8zNtALtYE8I9D1jjIZ279T0U9/ryPmClYq+/Zcf0UN//XHtueUGHXje7dr/3Fs6NmhHZ1hrZbvVQqaRSog294QwxujAXcf13U98rq3zbCY/MqRzj59IxSiiofZXHcR4ej13915VB0f6f61TDFtCqMetxgAA2Ep+aKCj51s8P6XFz00pP1DS8P7dGtm3R8XR4Y5eAx3QzfFIIxXNbbRjkqSRfbvbev52/IGSTj/yZFev0Sm9njfhMmutHppL/ty6XfEs3Or/72tWkIRAJgzt6VwS4iIbhjr9jYd0+hsP6Wuuqz233qgDdx8nIZEUXexh31g7pvZfXvfcdkNXkhDGMbKOo/LcfMfP3Q1Rj9sxUVq8XnjrnRnZZDILXyMAAJtrtx3TZipLyzr/6JM6/+iTJCQSqJur53uxl95QG3tAbqc4NqInvvqA0jJOpBAiPqcqRmdWSAJ1BUmIvkESApkw1O6+ENuwYajTD3xbpx/49uWExF23aeeN12hgx0RGbuAli22g/2irvMEGVom57Xe7mzx2uO1zbGTsyMFUtGG6qNdJCGttWuYZXefu3a+Vye6uLksKVvUAALLOHyh2/RobJSSGdu1QcWxETps3o9GiLlZC+ONjql44v+Uxps1KiHr75aJq5c7uYZYbKOnEN76jNE0MurUn4sbS833pNmutvjaTjXE90xe0gyQEMqHtzambsDYhIUnF0RFNXnuk/ue6Ixo7ckBuB1bJYxvd2g9CklsqyS2WFJY37wtqnPYnUUP7O3/zd/zIgVQlICTaMcUpvOW5cYfQO8Z0NxPh+TKFgfqfXEHGz0tttm1rGD/UAIAGuJ6nXLGganmlJ9dbm5AwjqPiyJBKk+MqjY+qNDEmv5DvSRxZZq3t6l3Fwv79Wvrud7c+qO15k9GO647o9IMPt3meNWd0XM2cPa9gpdKxc/ZELzemZnh5yckVo2epgugIa63kejKeLzmejOvKOL26f8YPdbdxJxSZMLxnV2zXLs/O6Zn7vqFn7vuGJMn1fY0fPXgpKTF57REVhodii69fdbMSQsZo8OabNXff1zY/pAOJpsJoZzemLo6P6uRDj3X0nL3Q+3ZMkCR33wGtTMT32plajltPNBQHZPyiTC4neb5knPh+tpglAgAalBsc6FkSYi0bRVqemdPyzNzlWEpFlSbGVBof1cDkuPLDg1SYd1qXV84X9uzd9ph2N6aWpImjhzqWhLDWyvie5k4/25Hz9ZKNetmPqXeXSrIsVUFInV2zZR23vnjT8+tvXU/GcXmd72MkIZAJg7u71yeyWWGtpvOPPqHzjz5x6bH88KCKI8Mqjo9q72036bpXvSTGCPtEFyshJGnwumu2TkJ0YDDteJ523nBMzz7yxPYHb8N4rqqVqqpLm1dvJFXU40qIhXIgr+jKU3d/hpIuU1UQLTEyxZJMYVAmV5RyeRnXl1w3gXOy5EUEAEim/NCAFs9PxR2GJKm6XFZ1uazZZ05LkhzXkV8oyCvk5RXy2nv8Jnl5qiXa0uWV87nJyW2PabcdkySNHto+2dGo4vhY6irHL7I9bDBaW6mqUq4oX8z2v8FnKkbnK9mpgmjlJcMaI7l+faGm8epvHVcOyYbMIQmBTPALeRXHRlWemY07lA1V5hdVmV/U7DOnNfP0SV37yheT/W2DjULZLm5MLUmFffu2PqBDPW33PfeWjiQhRg/s01Nf+0b7AcUgCrtY1bKBJ7/1hIykiQO7dWxPNjeZd/YfUmW8d23sEmGr19xcQU5xSCZflHKFy+XBaXmZTk2gAIC45QaSO/aJwkiVpWVVVhfVDO/ZpdGDnbv5nEldnjM5+ZxyO3aqen6LqoIO7KU31KHOB7mBkp7+h2915FxxsGHvkhCVxWWdfOhxubmcdh3dp+Jgcl87usVaq/ums1MFIWnLtU1Wqlc1uN6lqgY5npwOJBrRH0hCIDOG9+5MbBJirZW5ec089YzGjx6MO5TUskGt69fIjY9p/LU/KOPnZPJ5ObmcTC4nk8tLOV/u8GhHrrP7Ode1fY7hvbv01H0PdiCaeNget2OS6gOo6VPndGzPkZ5fOwkyWwXh5WSKg3IKpdVkQ64+gE79Tfy0xw8A6JX80GDcITRs4eyzJCHa1IuNjEdf9CJVp2Yk36/PmTxPxvfrcyfflzM43PY1BneMt30Oa62W5hYU1Xq7AKqTersxdV1Yraq6Us1kEuJ7GauCkOqVENbaNckGt14N7rgyxkn3vCnNsacESQhkxtDunTr30DabYiXEqQe+TRKiDTasdv0axvO04/v/kcqmu+Wno4cOtHcCY7Q8v9jTTco6rdftmC5f1yqykpOxsYh74JBWxrYvne83uUPPkWPS++9kSwyoAQANyg8NxB1CwxbOnlcURayybZGNop7MEQavOabqNZ5sFxdFuLmcRvbu1tzpsy2fozQ+qie++o3OBRWD+OZN2Wtja63V16aylYCQJNfPyRkdTneyAbEhCYHMGN6TntYipx94SLf88Gs6es6zDz2qZ776gAYmxzWwc0KDOyY0sGOi7zZ4s9ZKPaiEkCQ3rMr3PNXUmdZLGxnc1d7N4D233ajvfPKLHYomHr3emHrdtY0rJ2N7QwRZrYIwRp3dag0AgPTxS0UZx6nfoE64MAi0PDWjwR0THT3vqQe+LTfnK1csyh8oKTdQlF8q9l+yw/ZmjGsk+SZSNXK6ujBi8rrDLSchiqMjOvXw4x2OKAYxDWV72QYqKU6sSFPdX/uYPEZ9df8IvUUSApkxlKIkxPRT31N5Zk7FsZGOnfPctx/V43/3pase9/I5DUxOXE5MrEtSjCe6L+yGorCnk6Z8uCy5pa4lIryBknKDJVUXm9tQenT/Lr3x//OL+tpffKIrcfVS1OVNxrdiM3Zf2j14RCuj2auC6HtMFAAADTLGKD9Q0srCYtyhNGTh7PmOJiGCalXTTz2z4ef8QkG5gaJyAyX5pYJypZL8ix8XC+m7MdfDOZNjI/lGqtnuJSLGDh2Q9NWmn/ec17xE17z4bv23N/5s54PqsdgqIWJcNBYHa62+NpOhSSLQISQhkBmd2qyqV05/4yEde9k9lz6OwlDTT3xPyzOzWpmd18r8ghbPXdDBF9yh/c+9ddvzzT1zZsPHg0pVc6fOaO7Uxp/3S8VLVRMDO8br7++sJysGd07Iy3e3HVGzbNTjHp5WygfLktedRIQxRgfuvE1PfPYrDT/n7h97nb7vf32zvJyvKEj/Kv5YKyEy1ks/uPmOuENAN6TtpggAIFb5oYH0JCHOPKs9t9yw7rHq0rIqC0sKViqqrVQUrKwoCsOG5kyV+c2/7trKimorK1qamrnqc8YY+cXCugRFbk0VhVfIJy5J0ev9A1xFMo5UixzZLnwvRg/saer40uiwXvIvf1y7bzim2TPnOx5PLGK6Lx7norE4PF2WpivZTEKkuMtzA5L1Gt2PSEIgMwZ3Tmj0wF7NPnM67lAacurr39axl92jysKivvFnH9TJ+x5Udenq1fC7rxh0b2b25MZJhu3UlsuaOXFSMydObvj5/PCgBndMqDQxrtL4iErjYypNjKo0Pqbi+IiKYyNy3O61K7pKTP0o88GyXC+vFet3/IbfnttubCgJkR8a0A+/519r/y3XXnqsH/pz2hgHtWFkMjMWcQ8d1cpoZ9sZICky8kMMAOiIoT27NHf6XNxhNKSyuKTK4pLygwOaOXFKU088rfLs/FXHFRrccHtlbqGlOKy1qi6XVV0ub/h54zjKleoJiVypIK9YkF8oyC8V5Rfz8osFub7f0rVbjTeOu4mOjZQzVlU5supse6tm2tgeecHtesFP/bDyA0VJ/XMTPa65X5YqIay1ui/DVRB9/ZUzZeo6khDIDGOM7viJH9bf/YffizuUhpx76FFNPXFCX/rde7V0YWrT4xxv+3/GQaWipfObn6MdlflFVeYXNfXEiY0PMEbFkeFLiYm1CYqLH3cyURFn/1ovqGjACVU2hY6uoJ+87ui2x1z/sufr1f/b25UfXN8+qx8GhGGM1RxRfw+z1sl6FUT/tt4yiVt5CQBIttGDeze9mZ9E86fOqbaysvl8RPUkQCMqXaoAsVF0KWGyGdd161UTxUI9MVEqdi9REeNyZiOrnEKFRgps5xIRhdFhefm8gkpl02P8fF4v/Kc/osPPO75u3ZiN+mQQGNPX0Q8L3xr1ZFmarvbJz0tLmFegdSQhkCm7brpO+++8TSfvfzDuULYVVKr65Dv/07Y31Y2z/S8B4zi666ffoic++xVNP7n54LwrrFV5dk7l2bmGEhXFsVENTI6pODZ6RcJitLFERcwDIBMFKtklVZ2CqqYzL7Ej+zcvLX7Oa16i5//46zVxcLc2GhBEQY/bU3VBnImlyGajEsI9ckwrI+Nxh4FuyMDPLwCgs4wx2nvbTXric83314/DuYe/W1/Zv5UGfx+OHT6gKAw1d/JMzxfzhGGocGFR2iIRsmmioliQXyo0kaiI9yaqkeTZUEZWgRzZDgxYjHE0ee1hnf32o1d9rjQ6rFte/3Jd86LnKlcqXvX5fmhhK0lRTMmlflj41ojISvdNZzkBoe1fa4EtkIRA5hz/sR/S6W88lIqbs43cfG2kEsL1fV3z8hfqmpe/UDMnTunJz35FT3/pvg3bO8ViTaJC2jpRURwfVWl8NUExNqrSmoRFcWwk9iSEJMla5cKyXNfXivJt9zwtjo+u+9jxXD3vrW/Q7W/8fg2Ob715eT8MCKMgqK/WimE1dxRZdbhSPHmMUe052a6CqOvTu/VUQQAAWlCaGNPo/j0tt3TtpUZuijVaCVEcHdb+596qPbfeqLmTZzX91PcSVRHSaKLCK66voPCLxdW39WRFg9+OrnMVyZFVrb5jRNvnmzh2aF0SYuzAHt32hu/XwefeLNfffN7cL+2Y4lq8ZfskibOdJ8tWszVuwvcv5k3dRhICmTO0a1LXv/ql+s6HPxV3KB3RSCXEWmOH9um5P/lm3fa//KBO3vdNPfGZL+vZ7zzWpeg6aE2iYtNqDmP0Q//pf5Ofz/U2tk24YU0DJpB1PIVyVTOuQmuavino+L7Gjx7Uysysvu9//ce68RX3KF8qNPTcvhhQm+a/Z50S9ktp9hbcw8dUGx6LO4zY9e+iHgbTAIDW7Lr5es2fOdcXi1qabU3o+r7GjxzQ+JEDWplb0PTTz2j2xCmFKVjIFoahwm1aP+247rB2Xnuoh1FtzsjKt4FkjCJjFFmjSKal6oixg/skSftuu0G3vPZl2n3jsYb+7vvhZ1yKr61UFGPleq9QBVHXv3Mm9AJJCGTSc37oVTrx5X/Q8vRM3KG0rZFKiI14uZwOv/BOHX7hnZo/86w+8e/eq1p5pcPR9Zi1Wjw/q7H9O+OO5DJrZcKaPNXqL7jGKHI8hcZVzbqKzNbLkIwi+Yr0pnf/kkZ3jstxm1u21C+lxcaYWEo/w7DPR1nGqJbxvSD6HpUQAIAW5UpF7bjumM6lYcHSNhqthNhIYWRIe2+7Sbtvvl5nHnxY00+f7GBk8Vg6PyMlJAkhXRyuWLnWytXFZlGXkxLbLuSyVo6Rdt9wWG/+//2/NbSjuTajNgnV9B0QV6ucfplzbuWJsjRHFUR/bqGHnklIER7QW36xoJf+m59Vfmgw7lDaNvX4022fY3jPTk1ee6T9YBJg+ulTcYewNWvlhDX5wYpK4ZIGwwUNhEsaiJY3+LOkgWBJuaCs8T2TTScgpD6phFB7E8d29PuqHvfoNQqHRuMOIxn69l59335hAIAe2HHDMY0d2hd3GG1bmVtou4rBcd0t92pLk/LsfKLHuUb1CgnXRvIVKm8C5VVTXsHGf0ygnAINjQw2nYCQpLBPbqLbmOZ+/VJJspnISvdP9ffX2ChLGgJtIAmBzBrZt1sv+zf/Qv4GG1OlyaMf+2xH9naYvP5YB6KJ35lvp2yllpWMjWSicIM/7Q90srAqpZuCWh9//4xR7abbm3tOGNT/ID2ohAAAtMEYo3133KLRlN98D6pVzTz5TNvnKY6PNt3aKYmstaosbN6uKWmMLicmNv7THmv74wZzFFsrWRvbfhS98PiyNBc08b21VnnTp/PIfs5B9MFre9KRhECmjR3er5f+65+Rl5A9BFpRWy7r23/1sbZLL3dcf7RDEcXr7EOP9fUAqFn9sqonrgFB0C/fvw24R6/dsgrCWit/fkrFJ7+pga9+VKW/+e/K/eF/UOHU470LEgAAxM4Yo3133qrh3TviDqUt57/7pGorlbbO4XqeCiNDHYooXuWZhbhDSIwo6JP5Y4wN+8M+qcC/UmSl+2a2/vkoKNS1mtP3Bc/o9Yvf0o+e+7xeM/NAjyIE0oM9IZB5k9cd0Yt/+R363Ht+X2GtFnc4LXn0o5/RytyC7nr7W+QX8lseuzK3oGe+9g3tu+NmlSYub0Y7ceyQjOvGVsLZKTYMtTy7oIHxkbhDSYR+6W/a7AbsnRJUa5LSm6TclHFUe876vSCclSXlLpyWe/6k7LlTis4+o2ilrFDS2p8i98Jp6eANPQ0XAADEy3EcHXje7Trx5X/Q4vmpuMNpSVCt6olPf0kHnndcA5Pbt+yZO3VWjudpcOfEuuqHgclxlWfnuxlqTyzPzGn88N64w0iENGw43og4W2xFYST5sV2+ax5fkhbW7AXh2kh7nbJ2h/OaqMxqaHlW3vKczBX5n3xQlRm1HajTSZbYim3QF0hCAJJ23XSdvu8X3q7P/6f/ntqb8Ce+fL9mnj6p7/uFt2tk3+6rPh9UKnrko5/Vdz70SQUrFd3/x3+hPbfeqKMveb723XGzvFxOE0cP6sJjT8UQfWfNnDxHEmIVlRDtCar9MSG5knvkqJzynPInHpI5f0rhmWcUzc0okrTd1MWeS/i+Ky3rrwkCAACd5riuDr7gDj39xfu0PD0bdzgtqVUqeuoLX9Oum67btBJ86cK0zn7rES3PzEmScsWCRg/v19jBfcoNlOoLuTqwL1/cFs9Py1o6kEiS7ZM9DeLsCBD2SzXJGkEU6YmZsm6zi5qszmq4PKvC4nRDbZOdKNQelXVapR5ECqQDSQhg1d7jz9E9/+In9aXfuzfWMsZ2zJ8+q0/8u/fq7v/1f9Ghe+6UVN+Y+KnP/72+9T8/ovLs3OWDrdWZBx/WmQcfVn5oUIdfeKcKw/1RWnzu4Se0/9br4g4jEfplT4i4eu/WKu2V7CeBtVZusSAv78rYQNHSvIIHPyd947NqJcUSnTspa21f9EMGAADNcT1Ph194p576/NdUnktnNYC1VmcfelT///b+PEqy7L4P/L73vvdiy32prH1r9L6i0ehugECDBFcNJY44ljTWaI6koWWPRzLpYx17NJbGPralGdka+8imLOmMJItjDTWUqSEpEiRFcQFAEmgQBNCNbjTQW3VXde1VuWfsb7s///EiszKrconIfC/eEt/POVWRGRkZ72ZmxHv33t+9v197dQ1nPvksLCdavt2tN3D3e++jfntxx+O9TheL73yAxXc+wPixOUzkPC3VptAP4He6KNUqaTcldXldiHi/NIMQpgi/QxMgbDcRNtYRbqwhWFvGZzzv0E930jRwSxcrCMHC1HQUDEIQbXPu5ecRej6+/t/+fNpNObTA9fC1f/QvsPTeZZx49nF85xd/Axs3b+/7PW6jiff+3e8Pp4FDcOP17+GF/+mf4LIeAC/8mR/FwsPnsX5rEes372Lt5h347U7azcoNr3v4TmdqLA2nVoa2AHE7CDdWYRodxJVsznQ7KLXW4Y/PHPzgXGGHmoiIqB+W4+DCZ6NARLfRTLs5h1a/vYgPvvgqTj3/NOq37mDtoxsH1tlrLq3kNh3VbjrrdQYhAMyeP41P/aX/ABu3l1C/s4SNO4toLq/lrnuYZjqmvNWEEBHA6yJsbiCoryPcWEVQX3sgrdJRzHp1oHI8vifMgpy9JyhbGIQgus/FV16CVXLwrf/uX8PNcaf60u99BZd+7ytpNyMVXrONlWt3MHf+ZNpNSd0LP/mDeOEnf3DrcxFBt9HG+p1l/PLf/Pu49d33U2zdANJKx9R1YUSgMxrQinY5lGGXbSjjR7sc1lcRrCXbO7SXbxUwCJHNvzEREVEW2eUyLrzyEm69/hbqd5bSbs6hee0OPnr1m2k3IzUrV25i8uTCyK/dmjt3Ej/0M39xx32h76OxtIb3/+Ab+N2//3MptWxAKSbsNxlPaSWhD9NuImxsRLsc1pch9+1yiPttMNleAwoW42MMgo6CQQiiXZx7+XksPP4wXvsXv4Rrf/x62s2hQ3jtX/46fuRv/S+YMuY+SilUJ8dQnRyD1+KOiAMpBaNsaGRkZY+24IyVobVA3FZvl0M3tl0OfTdj6RZw4akhH5WIiIiyxKmUcf77Pon1a7dw+823EfjD7pHQUXXW62gurmLi+MGFukeN5TiYPrUAp1ZNuyl9C1MMBGQpDbCIQNwOTLOOoLGGcH0FQePB4tFJK7XXYc0ahNDDPXCCGISgo2AQgmgPlakJfOZ//VM4981P4Fs/94vo1htpN4kGsHHzDu6+8xFOPHkx7aZkUhgEWL2+f5quLFEqvY6bUSqV3paIwK5FtRwQevd2OawPvy33k6XiFadmh5qIiOhwps+dwtjCHG6/8T1s3LqbdnNoQHff/gDjxz4JpYszURqntRyNmUTSLEydXhBCgs1dDusI61EtB7kvKJrG0kRlDE6pDq7LWApHJ8oeBiGIDnD2xeew8MTDeP3nfwUfffUbaTeHBvCt/+HX8ON/+2egLSvtpmRO/e4qTHCYssRpSW+KOJTkB2QiAqtShl1xoBBAum0E6yswDQ9ZrEoR3rkJMYaDVSIiIgIQ7Yo496lPYOPGbdx6420ERyjmSsPltjvYuLmE6bMFy10fk1wFIVLdCTGcsaWYAKbThmnVEdbXEWyswjSzu2D0RNjAdV2cIMRBdXOI9sMgBFEfyuNj+PRf/Ys4/+lP4Jv//BfRXl1Lu0nUh85aHddeewcXXno67aZkzsq1/HSmgXRXqYcisS+dUbYFu1qGtqKtwmF9DWapPfS0SoclnotScw3+5FzaTSEiIqIMmTpzEmPHZnH7O+9i/fqttJtDfbr77oeYPDXPxVu7WLtxJ+0m9C3NCeIkClOLmF5apQaC3i6HcGMNyNFE+Ky7AVRPpN0MokxgEIJoAKc+/hT+vb/3N/Hmv/o1fPClV9NuDvXh2/+/38Sppx9GqVawilBHtHo9P51pIN10TKHgaEEIpWCPVWDZChK4MI11hKsbyNM+lN3YyzcZhCAiIqIH2OUyzr74HKZOn8Ctb38Pvuum3SQ6QOD5WP7wOhYevZB2UzJFRLCao2BamsWhj5qOSUSAwIVp1hE26wg21hBsrAK52r3/oInOOpCfsiIHylH8hzKIQQiiAZVqVbz4V/48zn7qeXzjn/4rtJZX0m4S7SPouvjtv/2P8f1//S9j8jgnTDflbSdEKkk8e8LAAKX+HisA7FoZdskCQh+m3UCwvoJwQ7JS2jo2evk28NCzaTcjNuxPExERxWvy1PHeroh3sHa1ePWkimbp0lUErocTTz0MzZSbAIDW2gb8Tn6CaJLAboR+GW+wYEFUx6GBsFlHuLGGYGMFUsCApdNahzNr4BekODXHTHQUDEIQHdKJpx7Dv/f3/ia+869/He//zh8yJJxh3XoTv/1/+Uf4zF/7Czj19MNpNycTcheESFEQ7nxviwgMNAID+F4I3w0wdWwMZbQRbqzC1P1M1nGIm9y9kXYTYpZipIuIiKigLMfBmReexdSZU7j1+lvwOt20m0T7WLt2G916C+dffBpWyUm7Oalby9nucWNS3AmxSwDE+D7cRhtuvQm33oQEHqYnBMHGGkyrmUIrh0+J4DTa+AjjaTclFqwJQUfBIATRETiVMl74S38WZ196Ht/4Z7+Axp3FtJtE+3j1H/8Cnv+P/hQefuV5jPqE42d/6j/A5T96Hd36aHT+BmVpC5XxKkq2hc7tZVx1XXQbTXTX6uiurD1Q9O3RH30Rc9VWSq1NR3j3FotTExERUV8mjs/j4R95BXe/+x5WLl9Luzm0j856HVde/TbOfepZlKqjndL2xOMfw6Of/xTe//LX025KX2TIQYgohVII0+kiaLbw3rXrcNfr0b+1Dfjtzo7HlyfH8fQrDw21jVlwIqzjI6sYQQiio1DCMBZRLALPw3d/+bfwzm9+kbsiMu6xH/0snvnTP5BqnYEsuHPpKn7up/4WmkuraTflQC/+qR9E0Ip/kl8rhep4DSXHBnwfYbMNd3kFneVVqAECVec/+xxOzeWlrHR85M//NPzphbSbEYvzVgMlKeDf0C5Bz5xMuxVERERbmksruPnaW/Dum6CkbLEcGxc+9Rwqk6M9eWrCEP/27/4TvPmF30u7KQc68+zjeOEnfjD2542CDQFMx0XQasFfr8NdXUNncQXGH6z//PyPPws9YusB146dx29Vn0i7GbF4/FgNP/74bNrNSIZThtJW2q0oNO6EIIqJXSrh4//Rn8a5l5/Ha//9L2H50pW0m0R7eO93vor26gZe/Is/AcsZ3dPgiUfO4z/7V38f//Qv/g3Ub2d7F486Yk9VKYXaRA0l2waCEGGzBXd5Fd3lFTR3iRkOEoAAgM5GG5gbvS3rzvLtwgQhiIiIaDjGj83hkR95BUvvfYil968MffU29Sf0A1x+9ds498JTGF8o6KRjH7Rl4U/+H/4qSmMVfPNf/UbazdmXmKMXh5YggHRdhM02/I063NV1tBeXYLx4FusERqNkjdZ7fry9Xpji1KP1l6O4je7sG1FCZh86hx/+P/11XP3aa3jjF34VnfWNtJtEu7j+rbdw+7vv47k/+2NRztMRDUbMnj2Oh7/vE3j9l/9d2k05QH+7i5QCquNjKDs2VBhGOxtWVtFZXEEzwR1K7dUN4KH5xJ4/q9TSDeDh59JuBhEREeWMtiwcf/JRzJw/gztvvYuNW3fTbhLtQozB1W++hbG5aSw8dhG1mcm0m5QKpRQ+/qd/JPtBiLC/KWIRAUID0+kibLXgbzS2djaECReH9nygNGKLze32BsrzIVwZsR+c6D6jOetGlDClFC585pM4/cIzeOfXfxfv/uaXEA64TZGSF3RdvPYvv4A3f+m38cn/+Cdw5hNPQKkR2xsK5GIwcX/8QCmgOhalUVKhgWm14a6sobu0gpYxGHZ1hvbSKkTmcv36sWbmoKrjCJfvQLz+Bh+yeCvhVhEREVGRlcZqOPepT6C5uIzbb76DboP1yrKotbKOK1/7NsbmZ3Dy6UdQHivIsu4BVKeyn5YqvC8IISKAMZCui6AV7WzwVtfRWVxGkFKReK8bAJX8pkUWAK2ZU6h0N2B1Wn3tn1cCnJEWPkT2x90HYeJxOgoGIYgS5FTKePbP/Slc/Nyn8MYv/CpufOvNtJtEuwi6Lr7+z38Js18+i0/91P8EY3NTaTdpqGrT2e0MadvC2Y+dxkStBGUphK0OvNU1tO8upxJs2IvxAoS6DFu8tJtyaOJ76PzZvwxRGqX2Bqy1RVird4HlOzDLdxCurzwQDQoWbwEmAHT+uxOF7VDnODBGRESjY3xhHg//8GexevkaFt++hIALuDKptbyGD//gmzj26EXMPXQaWud3MnlQtYwHISZmJnDi5Az8xeWtNEqdpRUEGau94nV8YLqcdjMOTQG4MXYCr088iwpCnEQb86aFaa+B8e4Gyu116CB44PsWggY+tLM77u4b65/SEeR/1oAoByaOz+OVv/4/x53vvYfX//tfxsaN22k3iXaxevk6/u3/8Wfx9L//Q3j0h1+GZY/GKbI2PZF2E2A5Ns5+7DROnV/A/PwYxssKpaALNNahp+fx+u9+CzDZ7vD44sBGfoMQptlA7dK30X78RfjjM/DHZ4Czj219XQU+nI0lWGuL0Ct3ICt3YBZvo7S+DG/2RIotp32p0ZkcICKifFNKYe5j5zF19iQW3/kAq5evRSu5KVNEBIvvXcbG9ds4+dxjGJsdjQVcluPAqVXgt9PZQbBpam4CJ88fx/yxSUyNO6hqA8ttQ7wu1mHh9u9/LdX2HaTb6AAn8xuEAICPrVzCm/Pz6CoLVzCBK3oCqJwAKgCmBHPaw4K0MR80MOk2UOtsYNrbAOzTaTf9yIp9RubiraSNxgwbUUaceOox/Im/+1/ggy++itd//pdZhC2jvvuFL+LDr76GT/2VP4P5i/nvKBxkmEEIy7Fx9uHTOH1+AXNzY5goazh+G9LYAEwIYANobACNqIOjbBtX3l3JfAACADxfoZrz2tTh134H9tlHEYw9OJgU24E3dwqYOwU83LtPBBBhdy3LuBOCiIhyxi6VcOq5JzF78SxufOs76KzX024S7cJtd/DRH72BmXMncfyxi7BKOe8I96E2PYmNIQUhpucne8GGCUyOlXrBhmYvbaoA2MDmtnABILOnsfTNy0Np21F0N1oAptNuxpE4nQZeCa7h950LD35RKaxIGSsoA/ZMNOs6BqiCTN8XOi7MYVPiGIQgGjJtWXj0Rz+HN3/xCwi6yRZ9osPrrK7jy//3f47zn/o4nvpT34/a9ARUQbcbV6fiD0I4JQdnHjmN02ePYW5uHONlFQUb6uuAGNwfbNiLP3kaa19/Pfb2JcH3QiDnYy/xXJS+/Cvwf/wv9/V6V0pxkjvruBOCiIhyqjI5gYmTCwxCZNzatduo317CiScfxvixGdjlUtpNSkx1cgIbtxZjfc6ZY1M4cW5hW7AhhNVtQXwXQG/ctC3YsBtdqeHSt6/G2q6keM122k2Ixck77+Li2TlcQX9jaS7bygP+jZLGIARRSiQHK7sJuPr1N3D1629AOzZOPPkITjz1MGYvnML4sRk4BelgH2UnhFNycO7RMzh57hjmZsYwXgKcoDNwsGFXWuPyty4dum3DZsJivKeDG1cw/s4fo/XUp9NuypAVs9OZ52LpRERExV52WxyhH+Dmm+8CAEqVCsaOTaM2M43q9DhKY9XCLOaqHmHcNLMwjVPnFzA3N4GJMQdVHfSCDR76DTbsxa/OwARrh27bMIUFqfeiBPjk0pu4tfBpuGKl3ZyhYYo8OgoGIYhSYsIw7SbQAIwf4Nab7+DWm+9s3Tdx4hhOPfc4Fh65gKnTx1CZHNs24SfwOh7aa3U07q5g7dptLH9wDW6jiYc//zJOPfsoxmayUZhqbPrgImtOuYTzj53FybPzmJupYayEbTsbBMA60FgHEF+eSH3sNDrfeCOmZ0teWJAgBAD4X/sdOKc/Bn96Ie2m0FFxJwQREeUYJ7zyx+t24V2/g7XrdwAASmvUZiYxNj+L6vQ4qpPjO1I3hUEIr9WB12yj22yhs95Ad6OB2swUps8cx9ixmczU6qtOHhyEmDsxixNn5zE/HwUbKiqA1WlCAh9ACGD90MGGvSxdXY3pmZJn/AAiUoiFMk6niR/ofIDfrjx28IMLoshn5CK8JrMuG2dyohHEehD517izhPfuLOG93/4KAMAqlXDy6UcQ+gGWLn20Z7qtN37x3+KNX/y3ePJP/gCe/PFXUr/YbU/HVK6Uce7xszh5Zh5zM1WMOYDt9YINEABrQD1aZZN0B2R1Kd2ib4OSsEDv6TCE88Vfgv+T/ylgsauQawxCEBFRnhV5xmtEiDForayjtbK+dV+5VkVpvAa33oLX3b3P31hcQWNxBXbJwYVPfxzl8dqQWry37eOmY6fmcOLMPObmJzBRs1FGAN1tApvBBlkHmtFjk3wZ6+l5ND68meAR4idQhdmDPLt4BU+cW8A7mEm7KUNR2FMyAxBDwZkFohRsFnOlYgk9Dzde/17fj3/7N38f3UYLn/gPf2zoW5TdRgsbl69j7YNrWPvgKv7Cf/IDKG0WiIYAWAU2osem9Uq9+971lI58OGGRghAAgqU7GHv9y2i9+CNpN2UoCntGZoeaiIhyjDshisltd+C2O309NvB8XPnq6zj/6ecSqWW3HxOGqF+9hfVLV7B26QrmVRd/7s9+ErrThIQ+gAAwa1vBhjQEupLewQ8pqo9QjPe2AvDs7Tdw/eRn0cx7gcA+FOOvRmlhEIIoBexM06bLf/hNhK6HF//ST0DFvGJZRNBd3cDah9ew3gs2rL1/GWuXrqB1e2dBte//8y9BJFspwtxmfwOTrAj9AEWrK+C//lWUzj4K78T5tJtCh8WdEERElGccNxGAMAxx5Wtv4MKnP36kenZ7Pr/rYf3ydaxduhKNl96Pbtc//Aih62097pn/8E9gaibI1ESsyWGtSSMKlspfu/di+S4+33wXvz72dPEXABXnz3afgv/dMoJBCKIUMBUTbXf1j9/E7IUzePj7XzjU94sxaN1ZwtqHN7D+wVWsXrqC9UsfYfX9y3DXNvp7DssBguwEIZRt5y69kQkNgIIVJROB/tIvQ//Z/xVMqZx2a+gwij4QIiKiQuPiLdokxuD6N9/Cxz73Iuzy4Vace8021j74COvvX8Ha+1eweuky1t6/jPqV632N0X3XA5CtBR5hkK8xE1DM9/XE6k28UFvAa+p42k1JlBQ1CsEh01AwCEGUAgYh6H7f/sXfxLFHz2Pq5PyuX/fbHTRu3o3+XbuDxo3baNy4jfq1W1j/4CMEfW5n3svXv/AmHvmRlzBfakFLcKTnioMq5W9bcbQTomBBCACmvo7q138Lrc/9ZNpNSVhBe57cCUFERHlWwMlKOrzA83HrzXdx9qVndu25mTBE6+4yGtdvo3HtFhrXb6F+9SYa129h48o1NG/eOdLx3/21L6H+0nN46PlzqCIbu7bDMH/vEYFGVKS7WB65/Raunp7CMvI3lqWCjgUzhkEIohRIDrdMUvL+8B/8PF74yR/C+gdXUb/RCzRcvYn69Vvorqwlemyv0cT3fuVLqB2fx8s/kH7qHeWU0m7CwIwfACjmbgH/7ddROf8YuuefSLspNCjuhCAiohwr4oppOprG0ipuv/EOmh9ejYIM126hcf0m6tduoXnjNozvJ3r8W994E7e+8SZe/KmfwHQp/UBEmKHd7P0yRoq4dgs6DPDK+nfxq9Mv9OpeFA+nsugoGISgkSJhCDEhdMoTnEoBx596FO2VdXTW1hFsyzNJo6u70cCb/8MXcPVX/11qbcjMLh0rf5en0M/fAGAgv/9rsP7cGYS14RYEpCMactF7IiLKPxEBjAGUgkr5OlKZGEd1ehJBx4Xvuqm2hbJj5fINfO2v/58RdtN7TWQlQJbHMYhIMSfoAaBaX8Znx67jK865tJtCg+DCraHI3ywP0S6M78N02gjb0T/TaUW33Q5MEABhCAlDbFbRmfncD8GqVlNrr10u4wf/1s8AiDovfruD9uo62qvr6Kyuo722gfbKGjprG9Hnq+vwWu3U2kvD42kbSuvUggHlifFUjvuAPAYhvGIHE02njfJXfg2tH/2PodhJyw+mYyIioh4RgQQ+JAggvg/j+9Hnvh+NlUR6O7ajMZM9OYXS/LFU2zz38AXMPXwBAGCMQdB1EXS68NqdKDDR7cLvRP+CThd+183M5DAlR5dLOPvDr+Cj3/i91Npg29noDwdu+ql0B5XHYtqDOHPnHZw5O4cbGEu7KfEr9p+OEpa/WR4aaWGng7DZQNCoI2w0ELajYIMEg03++avLsE6fTaiVg1FKoTRWQ2mshumzp/Z8XOC6aK9uoLO2Ht2urKG9LUjRXl1Ht95g3tSc8zwPCy99HHe//noqx3fG0gvObSc6f/tzo3RMxRZceR9j730L7cdfTLspsStukbVsDJCJiGh4xBgYz4V4fnTrezBBAPEDDDKDZDrpp5rZTmuNUq2KUq2K2tzMro8REQSuFwUkOl347Q5814Xf3h6o6MKEGdn9S4d2/NOfTDUIYels9LECL9n0U0kwBZ+zUCL41Mp38KuzLyFQ+RvX7qewY6aCps/KGgYhKLOM78G7cwdBfQNBs4Gw2YAE8Vxg/ZVlVDIShOiXXS5j8uQCJk8u7PkYE4a93RMbaK+t47V/8UvobtSH2EqKQ+XcGSClIEQpK0EI5G/1trKK1cHcS/jVfwfn1EPwJ+fSbkrMitjxVFDcCUFEVHhhpw3T6cB4HozvQWLKiW98DxIEUHZ+pg2UUnAqZTiVMqozU3s+LvC8aCdFp4uNm7exdvXmEFtJcSifWMDEudNoXEvnb2erbASy/Bymdi5ir/t+pdYGvn/8Cr5YfjjtpsSqsPGjUXhRZgBHppQ5/sY6Gm+9idXf/yKab38H3RtXEayvxhaAAAB/ZSW258oSbVkYm5/F/KMXce7l5zFz/nTaTaJDaHZcVGanUzm2U62kctz75bGQl7ZG45IqgQ/7S78MmPzlnx053AVBRFRYEobwN9bRuX4V7u1b8NfXELZbsQUgNoXdbO2GiItdKqEyNYGJE8f23Y1O2aW0xrk/8fnUjq9VNvrCXit/tVJGJbXrwt0P8Ag20m5GrIoag2AUYjhGY8aEMk/CEN1bN7H+9Vex8fWvwr11PdEJLuN1ETQbiT1/Vkyc2HvXBGWYCBZefiGVQzsVJ5Xj3i8r9bEHoUYkCAEA4Z0bGPvOV9JuRqyK1qEWEebEJiIqION58JYW0bn2EfyV5diDDg8cr138unSl8QLmbR8RM88+mdqiC0syEIRQKqqBmTMjEoOAAvD83TdQQ/7+RqNERAqcZipb8rOvkgop7HTQvX4V3RvXIP5wtxH6K8uwxyeGesxhmziRbiE5OjyT0mDIbXYQzFZhB+muegvD/HUC9IikY9rk//GXUT7zCNz5guy4UshFJEIEvcKhBhADMWEUtA8NxATRbRgAYqC0BevYubSbTERERyQiCFstBPUNmCHvTCjqTojtnGoF2tKsE5FD1lgNpz7zIm599RvDPbBS6EgFNbRTXUCtnRKAbnoNOCSVh053TGy3g8+33sNv1tILmMUpT4ucZHNlo5ho/CQAYKIVj72PxQiUUtBKA1Y2FmQWGYMQlApvZRndax/BW7yLtGZ9/JVlVM9fTOXYwzJx6njaTaBDarc7qM7PorO8OtTjXvvKt3ANwPyTj2DhsbOYHgdK7vrQt8yGORwEjloQAiLQX/wlqD/z1yA2O2xxEBHACEQMJAyhercShoAJotsw7HuwKyaEhAGUxe4eEVEeSRAgaNQR1Deia0BKbTC+15vsLCalFEpjY+jWi79Tvojmnn1y+EEIEbz6T7+AyswUTr3wFObPzWPccWFhyO/TnPbxorFlfiazj2pq5Tqeqy3gTXCRaByiQIhEq7NM9LGIbAUbooCDgepj0LQ5zyHGMCHTEOTzjEW5ZHwf7q0b6F6/irDVTLs58FdXohONLm4KFe6EyK+xsRpWhxyA2G757UtYfvsSAKC2MI+TH38Mp46poe2QCP0MbG8ekNKj120J11ZQ+8bvoPV9fzLtpmRaFFwwW7cwYbQyx0QBhmgHQ9hfpbcBX2YSeAxCEBHlTNjpIKhvIGy1kIWJOtPpFDoIAQDl8RqDEDm1+I1vp3bs7toGLv/e13AZgLZtHP/4EzjzzAVMl4a0gyivC4FGb9iEx2+/haunPoN1lNNuypEkfUWSXhCht/27t/tbtgUXpK+dNP0EIHYeOH+LIPOIo1JKXNCoo3vtKtxbN6K0ERkhYYCgvgFneibtpiSmNjcDy3EQJpwrluIn6+tpN2FLe3EZH/7OMqb+wo9iCgxC7MnSMNqBUpvdouhWKR19rlTUeVIaUICIiu4CAFG7fL2XIaj3n6ioMyWCXse9t2pj6/ujT6JumUTfs/kYkehj2dp5CoFs9bVENj/vbVM1UVZM6U2cR/dHt9j83ESdQvnd1zH/yIuwjuW8Bo0MPhqK+sZmq3McpUa6F1xAGN5Ll5QW3wPKtfSOT0REfRFjEDYbUcolb7hpag8SdtqwJ6fSbkaiShOsC5FHwUYDd7/1ZtrNAACYIMDtb72F7kYTn/zBjw3noDqfO7GVtmAsfW+iuDd+UuiNidAbu0D1MhjdG19h+y4KFT0GvXt2Pl/0uOg5sTUu2tzgLxJ9b3Rz73kAvfWgHWO6HVPfm1+/N37Y8TW59/nW2E2AJ9w1/FH5xOC/sAyRQ4yZou/bDCRspkbq7WYwvft6Y9GDMjAkFr/K0FxlkTEIQYkQY+At3kX32kfw11bSbs6e/JXlQgchtNYYX5jHxs3baTeFBqCVxt0/ei3tZjyg2/YxNaSFG0EOgxChF+LK+8Uv3rgb7403Uf2RH0m7GbHa3NIbBVtCKNNLjWR6wYUwyEVnVYJsTWQREdFOxvcQbGwgbDbu5a/OGNPpRKtPC5DPfC/lMQYh8mjl22+l3YQH1K/fgshDw3m/5DQI0bVnEJSGuCNA9vh4t88TNNNYg1VaQKiKk41jR2qkbbsVdqZGkr6CB6leYzJ6/S0aBiEoVsbtonv9Gro3rsG42S+Q5K8sAx97JO1mJGri5AKDEDkzVnGw1Eg/Zdn92ustYEhlRgIvf7t3go6LUrnYqQr2svHNb6Pywz+c68mJsNNG4PVybodBf6mRckB8BiGIiLJGRGDabQT1dYSd7Bd+FmMgngtVrqTdlMSUuRMid8QYXP+d30+7GQ8Iuy4CqwzHDKEPltPU0ibI/kKeJNhicN60cdkaT7sph2ZMGM31DZQaKfuE6ZiGgkEIikXQbKDz4Qdw797OVS41f30tKv5Z4IKyEydzniJlBLUuX027CbtqLq0BxyeHciy/k7+J07DrAphIuxmp8FfXYK5eg3XhfNpNObzAg+QgeD4wBiGIiDJDRBBsrEeFpoMg7eYMJOx0oAschGA6pvzp3LiN1u3FtJuxKz+04ajk+2CHTY2TNhOOZhACAM64G7hcy28QQgm2doPn89W3h81i1gXapZJF/O3SkRjPQ/Pt72L91T+Ee+dmrgIQAAAx8Fezmy4qDixOnS+lUglLr2dvWzEA1K/f7m23TF7Qzd/Eqd8u4AT2ADrfTq8oYDwK1Y3ewnRMRETZEDSb6N64Bn91JXcBCAAwnWKnnLRLJdhOTov8jqjFr30z7SbsqdsdzryI5HTCdFR3QgDAZGsdFeRs3mybsJhDpghTMiUun2csSp2EIdpXPsTaV76M7vWPMNREejErfhCCOyHypBT6mU0D49WbMPZwVsD5XXcox4mT32kPLUiTRfXXv5PLSZUtBe1QMx0TEVG6jNtF9+YNeIt3IH7+0k1uCrvdzNasiEtpvJZ2E6hPpuvi+pdfTbsZe+o0h7M4Ka9DDxPk91x4VBrAxbCRdjNoNwW/xmUBgxA0MPfObax99Q/Qfv8dSAEuHv7KctpNSNQk0zHlhohg5bVs7oLYFNjVoRzHa+cvCKGgoEd4BV3Y6SB8//20m0H3404IIqJUGN+He/cOujdv5KJW3oFEivFz7KM8kd8UKaOm/t4HMBmuIddaqQ/lOCav6Zj8HC9cisGp9lraTTi8nAa++pK3zC45xCAE9c1fX8P6119F483XYLrF2Y4bNDZgvOJO0pQnx+HUhjNxTEczNlZD88attJuxLzcYTv2UvKY20s5ol1pqv/ZG2k04tLyuJDuIhAHC9SWYbrvwK1iJiLJATJTutXvjGsJWM+3mxMrkoIj2UZTGuBMiL25+8StpN2FfjTvDWehoTD47sFkOIA1DrdPClOTzdyAFjkKI70ECj2OmBI32bAn1Jey00X7/vajmQ0H5qysonziZdjMSoZTCxIkFrGa02DHdY5ayvyun0wkwWUr2GMp2crvCQts2RjfDKVD/7tuYbHcABj4zJbj1YfSBUlClClS5BlWqRKt9wgAShoDW0JUxqHIVYkLoiRkWZiMiGoCIIGw0opoPppi9gbDThoO5tJuRmDKLU+eCv7qO5bfeTbsZ+6pfvwWRi1Aq2Z0KJsznZGmY49R0cVAKuBg08IYzm3ZTBpbXYuj9EN+F+L2MDEpBWTZg2Yjy9kovXZMA2oq+ptS9j6kv/E3RnsQYdC5/gPaVD4GCdqQ3+SvLhQ1CAFFxagYhsk1rjbtffy3tZhyovdEGEq51rpyEoxxJ0qM9aSthCO+730XppRfTbsrgitufvkcE4nYg7u4rWc3GvUCoffw8rLniXheJiOIUdjvwl5cKvbsaAIzrQsIQyhrOzthhYzqmfFh57c20m3CgoN1FqEuwE17tHob5XLkVdot9ruzHQmsVmM5hECLtBgyLSJR+fo8U9Fu/B62hJ2YTDzgWxWjPltCegmYDG19/Fe0P3y98AAIAvILXhZhgXYjMqwYBgk72UxC1lpLPX6lK5cSPkRR2PoDma99OuwkUg3DpBoT1JIiI9iUi8FdX4N66WfgAxCbTzX5/9bCcMe7kzLpgo4Erv/67aTejL55JvlZc6OdzriZ081f/L24V38Vx4e8h94yBuMVJV580BiFoBxFB56PLWP+jryJobKTdnKExnRbCTjFPHHe+9x6uvvqttJtB+5iolnHt3/5e2s3oS+PGneQPkuedEITWh1cgG/m7fshIbIXon5gQ4d1raTeDiCizjOfBvXUD/nqOC4weQlHHTIHn4U7GU/yMOtPp4q2f/WfwGvmoteJ6yadKCrx8FngO3NEI2h7kvD+cAuZxKmodvaOQbruwaRjjxnRMtCXstNF86034aytpNyUV/soyrDPn0m5GbDrrdXz7X/4Krv5R9lP8jLLxsSqu/tJvpN2MvnXXNmC0A20S3Fqs87vF37BXBgAwy8uwpqbSbgYdUbixDD29AD02mXZTiIgyQ0QQbKzDX13FCCWm2FLE4tRrV2/izlvvIhiR3Sx5JIGPd/7Jz6N+JT8LJNr1LmYSTmPru/msrRAUeEfVIGp+F+D6u0KQTguKY6YDMQhBAIDujWtovfs2JMxnJD0O/soKKgUIQhhj8MHvfgXf+R9/A34O0vuMslqtgptf+O2oKGyO+PYYyt56Ys8vKr9BCOS0OFzcwrU15PivSNsEdz6C89DTLFJNRATA+D68pUWYbvEm4vtlfA8SBFB2/qcSuvUGbn37e2itjNZulryR0ODDn/9lLL/5vbSbMpDWWgM4NpHoMfxOPgNnYYdpiACg7Ofv7ydcdLerqKi1l+/6lkOQ/54DHYlxXTS/9x14S3fTbkrqvNX814VYvXwN3/y5X8RqjlaIjKpKpYLF3/mDXNSBuJ9nLCRZtcHkOFOgyVlAKSnhWv4G80zHtDtx2zBri7BmT6TdFCKiVAX1OryVJeaiQLSD3p7I74pPE4ZYfPcDLL9/hRNqGSciuP5rv4Wbf/j1tJsysOadFeDRhIMQ7XxO5oeeBxEZ+Xp6TuBG15Qc/R54xtybdJqAPTPyr+v95Hemh47MvXsba6/+AQMQPeK5CBr5y8m3yYQhvvnf/WsGIHLAcRysv/rHcNfzlzcfADqdZHdMmRz3bMJgdHeTbResrKbdBIpRVKQ6n9v9iYiOSsIQ7p3b8JYXGYDoyXtKpvrNu1h67zIDEDlw98uv5qYQ9f3q128n+xpTCn6OCzxLngd9MdEiGFNcxFYUYkKIm+/rY9IYhBhBxvfReOsNNN54DZLD7V9J8lfS3Q1h/ABBowl3aRmd6zfQfP8SNr7zFta+8S2EB6yY15aFH/gb/xmmz54aUmvpMCzbQuet76F1O7/Bv85GshfWMMhvSiPjMwgBAD7TGhSKhAHCxetpN4OIaOiCZhPd69cQtltpNyVTslCcWkQgxkDCECYIYPwAxvdh+lgQMn3uFE4+8/gQWklHsfbad/Dez/9S2s04NL/ZgtHJ7R/XTgnI8U5eFvKNTEq+xo+M3e5PXBap3g/TMY0Yb2UZzbfegHHzlwJmGLyVZVQvPBTb85kggOl2EXa60W3vn+n0brtdhJ3O1scm2P1kNfnUk7CqlQOPV54Yx+f/5k/ji//VP0D91p3Yfg6Kh9Ya5vJVbHzwUdpNOZLm0howP5bY8wd+joMQnoeJE8egtILSClAKWmlAaygFKKWgeh9DaQACHX0BUIDaNpBQABQEUL1dups9vu23m/8g0WoiYwAxgABiTPS5UtDj4wiVRrfZiv5+Cfce3eWVRJ8/Edw2u69wfRF6ZgG6Op52U4iIEidhCH9lGUGzkXZTMknCEMbzoEvx5b6Wbf2a6GMg6tDItq9F9+21ulwpBV05eMwEAPOPXIQJDe6+/X5cPwLFqPHeB/jOP/y5tJtxZK6xUEuqi+kkmSA3eUor2JUyAIFSFqAEQDSGUgBE3RsZKaXupbjZGjchOieo6D61+TX00jxtP01sPdfmN2x+HN1sPVwUjBj4fgC/3R1K7cYx8QHV33mLckCERar3wSDEiJAwROv9d9G9diXtpmRasLYKMQZK39skZHwfxvNgXC8qxOb1Pvc8GM+H8dzebe8+190KLuwVVBhEaWYa05/8RN+Pr0xN4Af/1k/j9/7Oz6J5d+nIx6d4aK2Bm7ew/J23027KkdVv3gWeiC9Yd7/Ay+/KARWGqCEADKJ/A5I9Pj6qcCNK/VUBUJ2fhJ4YRwiF9loD7bX404IdtHOL8im4fQXOxadYpJqICi3stOEt3h3K5FOehZ32A0GIrWBB9Mm2YAKwGVDY8bgDggqDUo4zUC7uhcc/BhGDxXc+iOX4FI/mB1fw7f/mH6fdjFi4HlBLKlaQ8+Lw5XIJ1fFqAs+sdtxE9hllbX+4ElhKwSo7qJQdCBRCYxB4PrxWJ5GFXCVjcpWjxnArxIFYpHpv+T5rUV/89TU0v/smwlYz7aZkyrYFxBAjMEEI8V3c/jdfiFJPuB7E81ItvKO0xvwPfA56wA5GdWYKP/Rf/gx+7+/8LFpLOVyRXDDa0lA3b2Pxte+k3ZRYdFfWYLQDbZLJEe+7+c09H0fgMWkShgh79UhqCpi4cBJeCKxdvx3fQUx+d7PQ3qTbQrh4A/bxc2k3hYgodmIM/NUVBPV81uxKjgIsDW1ZgGVDWRaUZQPa6i06iC+IcBTatgceMwHA8ScegRiDpfcuJ9AqGlTz0mW8/vf+UbSjtwA6TRczSQUhdL6n8yTM/t9YQWBrBbtSQrlcQhgadJvtvtK+9X0Mlf75k+JnOg1oa2bHAmdiEKLQxBi0P7yEzuUPMIo17MUIRFmACEwoQBgi9AOI5yP0vFxc9GZefAGl2dlDfW9tbgY/+F/+DL74t38W7VXmZ0+LbdsIPriMle++m3ZTYuXbNZS9ZAbpXju/q+jj7JAOS1hvwAKwcGIWMjaOjdtL8NpHq/uRhckISka4cgt6bBJ6fDrtphARxca4XbiLdyF+fhdCHIllQWmrF2DoBRlsO5o8saw9dxeIZGM8pZSGcpxDf/+Jpx6DhAbLOU+Zmncb33kbb/y//lmhks63VhvAXDJpbEVZiTzvsORtvKAUYNsa41PjMADcdhdeuzPQ7qtdnzee5lHWGANp16E4ZtqBQYiCCpoNNL/zBoJGgVfyaA0oDeOF0U6G0EB6xciM6+ViRfJ+qmdOY/Lpp470HOPH5qJAxN/5WXTWC/xaOCLLcTD/6EXc/V68OWFLpRLa3/lu7mtA7MYzNpJa1OO18huECHMYhNhkPA/wVjFZtWGdPItWq4PG7aXDdaxzNqgARjFUf3jBrQ/hPPQMlM0txkSUbyKCYG0V/vo6inolkF6+c9g2tO1sCzJEAQfovYMMeaHLpSP/DCeffQJiDFYuX4upVcVUHh8DROC24itOLiJY+fpr+N4//ZexPWdWNO+uAI8kFYTI9wrr3O52UVH2pOpYBZVaFYHvo9tsRfX5DvN0Obv05HCYlxoJfJhuG7pSS7spmcEgRMGICLpXr6B16T0grxXZtQXd6xQr24KydLS6ZbPQa48CELgB1q4Wb+usVa1g/nOfjeW5Jk4cw+f/1k/jS//VP0C3zuJ6myZPncDJ557AyeeexLHHHoJdKuE3//P/OraC3uVKGfWvfwvNGzGmuMmQbjfEREJXEK91tFX4acp78BMAIIJwbQ0VAGNnj8OUy+g0Wmgsrg60UkdE8jWpkae2pkwCH8HND2Gfezxff2Miom2M58Fbugvjumk35VCi4EI0G9SrxYp7dRc2ay6YrWu3PTsPFWMh6azQTim2dBcnn3sSYgxWP7oRy/MVgWVZGFuYw8TxYxg/Po/SWA1rH93AjdffiuX5xRjc/eJX8N4v/JtYni9r6tdvQeRsIv2lQ855Z0YRxk1KCZySDWd2CqEIAj+E12wPGGDJ1x8yp6Gj1Ei3BbEdKPvwu/WKhEGIAgk7bTTfehP+WvZqAIgIlBXl6dwKLPS29iqtAK22OsiDXJ5zHvzf0/znXoFVja9I09TpE/j83/xpfOnv/r/hNkazNohTreD4U49FgYdnn8DY/INprk6/8EwsQYhqtYKVL38VneXVAx9bO34M2rERtDsIui6CTvdIywuscgnO+BhKE+MoTYzBmRjD+HQVbqMNt9GCW2/Cq7fQXW8eKXVQe6MNzB362/fVrce3smrYQj+/OyF2E7bbQLuNCoDaiVmo8XF0Oy42bt498HuVGCDn28Rpb6a1gXD5Fuxjp9NuChHRwPz1Nfirq8ji5E8UxN/67N7YaCv1kQDGDJ7CQ/I/4Xc/pTW0E9+UhlIKp55/GmIEa9duxva8eVOdmsT4iXlMHD+G6uw09H1BnomTx2I5jhiDG7/227j8hd8+8LFWpYzawjzCroug20XQcWGOkj5NKZQmojHT5tipPFmDcV34rTa8ZjsaNzXa0fjskLx6E0Y7sCT+MUJeNxJsyu1OiD1YSsEq2SjPTkEA+F4Ar9OBOWB8mLcprexdNbPPtOvQ46wPATAIURjdm9fReud7kHC4E2BbwQWnV6TMtrd2LCilAKV6K3OSWRFb1Ddxae5wdSD2M33uFH7gv/hr+PL/9R/Ci3H7bJbNXDjbCzo8iflHLkQF9fZx5hPP4J1f/90jHXOsVsHt3/oS/F2CPVMfu4Bjzz6BY88+iWPPRf+q9wVDRASh6yHodKMOdju6Dbsu/HYHYbeLoOvBrpR2dJqdiTGUxsdg3bfCTUTgv/ZbD3byRLaKs5swqpsShiFCP0QYhAjdILr1AoRegMD3EboBAtdD0PVQGq9hdsqC6XYRui5M10XQ6SBstxG2O5DgcIMCZdkIvfxO5B9pMJRxxvOA1VU4ABZOzSMsVbB+exGh6+36eDFS2EAxRcKlG9C1CeixybSbQkTUF+P78JYWYbrD33V5L7gQbVtQm1M5m8GF+3YuJHL8hJ47LUmMBZVSOP3CMzBhiI2b8eyQzjrbcTB+fB7jvd0OTmX/pKt2uYza7DTaq+uHPqa4Hj78hV/BzT/8+gNfK01N4NizT2D+2SejsdNzT2HmkYsPFB43QdAbM0ULuTb/hd0u/HZ0KyLbxkz3gg7OWO2B+QmzvghTX3qwrcYg9EKEvo/Q9RG4PkLXReD6vbGRi9D1ozFc777oYw9Bx8XE0+dhi4uw68G4XRjXjcZQXnR7WGGY7+ngogUh7onOtaWShZIzjlAEbicKnO3+8Hz/HakPxkA6TSiOmRiEyDvjumi+/Ra8xaN0kFS0O2Fb4bEoBZICtIbS+t5qnN5eX3Vvzy9UP93ZpNI1FK0n3RM0mrHuhNg0e/EsfuBv/FV8+f/2j+AfYUVHVpUnxnHimcdx8rkncfKZx1GZmhjo++ceuYDK5MSh0laJCCYrJVz9pd+A0hpzTz92L9jw7JOYf/pxlCbHD3wepRTsShl2pQxgauB27PZ8qjIBaW/c/wUoFb2FtLX5Ropx1bpsZgVQEBGIMVGx+NDABCFMEECCEMb3YTw/6oS7HvyOj9J7HXjr9fjaMkShV9wgxHam24XqdjE7XoY+cxzdrvfA7giVtw51zpqbDYLg1gdwLj7DLcZElHlBvQ5vZenQEz4ivaGHij5QAggECqp3uy3QsJUSCb1b09+YKUkFnPBLqrCtUgpnXnwOYgzqtxcTOUaalFKozkxh4vgxTJw4hsr05MALBidPHj90ECJoNPG9f/hzWH//MmoL8zj23JNRwKE3bpq8cKav9mjb7u3+PniM1Rdn9+CL0hp2RcOuOMBgw8sDiYnGSQjDaGwUBhA/iG69Xr1L348+9j0Yz4+CGJ4Hd7ETzbPkrc/dI2HxzkkPUNEOidpYFTJWQxCEcJvtHRkJ8jalldOXW+rEdyFuB6oc/zxfnjAIkWPu3dtofu8tmMCHtmwoS98LGuheEMHSULiX8ghA1GneehY5RIf4MImTklHUXNRBq4Uy4tnmer+5hy/g+//zv4rf/3v/CMEeK5jzxKlV8fif/CGcevYJzFw8Wr7NzZVPH375a4N+Ix793Muolkt48ad/CnNPPtoLImSDqo4D9wchEj/ovYG6AgBrc6WaBWDvycpOw4P/r76KyvF5VGZnoLWGW6+jdfNOLhKfSmiiCYdinpoeIL36EQ6AhROzCMoVrF69tfnFVNs2uBH5o8VMfA/Brctwzj2WdlOIiHYlYQhvaRFBq4mtjQi9i/W2dVW9D+Te9Wsz6tDbOrrbVeL+UdHeV5IMXGNyd13uQ4I/k9YaZ19+Htf+6HU07j64Oj6PJk8cw/S50xhbmIN9xPogk6cWcOd77w38feWxGmRlFZ/9r//3OPbsExg7sXCkdsRJ7RGESPSYWkFpC7AtoDzYkrDFX30V5dlpOBPjsGwLoeuhu7yGoJOP+nqmgIHR/SgIHFvDmRpHKEB7ow4JDTRXQo0M02lGc7cjvHiLQYic8u5eh3/zOspTY0eciM9Ah/goNgcGBQtGhK1Wos9/7LGH8Ln/3f8Sf/Df/LcIc54+RtsWnv7JH4vt+QYNQliOg+/7mf8EZ154NrY2xE1VY1odNASb6XvcjTrcjXu7IaxaFbXj83DGxhB2XbTvLMKvZ7C+SS/4W8TVhgcxngfteZg5dwpr127lImi0Q7EuI0NlmmsIV27DmjuZdlOIiHaQMIR36ypMt3O4vNs5u5TtyxSvJkTSgRWtNc596nlc/dpraC5lr+7ioCZPn8TUmXiu1eWJcZTHx+A2+x+3Tp5cwNmXPn5gitzUOCVspkvLA6UVxBh428ZMqlJCbWYKdrUCCUP4zRY6y6uZ7OYWoTD1oSjAUsDY9CSaqxs5ebXdk9QOtFEh7QYwMQ01onmLGYTIoXBtCeHi9d5KnixeToZHQUE7FkxQrAm/YIDO3GEdf/JRvPK//U/xh/+Pf3KkAsVpc+tNeK02SmO1WJ7vxNOPwS6X9t0lorTG8acexbmXn8fpF55BZTLmfbkxU9Vst68fJgjQ3J6XV4DKiWOozM5AKQVvbR2tO4uZmPhWSuWuMxknq1nH1JkTuQvEjPLfLA7B4jWo2gR0joKeRFRsYgxMc33Uh0vbFO9KN4zJMG1ZOP99L+CjV7+F1vJq4sdLktuMdwHP5KnjWHr/8r6PKdWqmDpzEpOnjqM2Ox3r8eOmlIayHUiQ32wBCkDQ6ezYDVGZm0FpYgLK1gjbLrorqwjdPeoTDJGEIxqE6NEKGJ+dgsrZr6F4V5LhEhMCnRZULf9zNIfBIETOmOYG/JsfQIlsbiJOu0mpU5YN5LijsJukd0JsOvnM4/js/+av4Cv/z/9PrjsBjduLmHv4QizPZTkOTjzzBG58680d9yvLwslnHsfZlz6O0594GuW4co8OQa52QvR7TlOAu74Bd/1emilrrIax48dgVysIu120bt5F0E5hO7LWQI7fT3EodVpApwnU8pTzktfTIxFBcPMDOBefjq7LREQpEhGY5gYkDCA8vQOIcs8XkRiTSIHq7bYCEV/95pGKMafNa7Zjfb7Jkwu7BiHKYzVMnjmBqVMnUJ05eo27oXLKuZlb6HcltRgDd+PemEnXKqjMz8KqlqPdYhsNdFfXh94TNkXcnTUgrYDJqg3kaU1oMS8lQyVeF2I7UKVK2k0ZOo4Sc8R02/Cuvru1ulRpnYlVv2lTjgWkH8iPVfv6DXgrKyjNzSV+rNPPP43P/MxP4dV/8HNRUawcqt9Zii0IAQBnPvksbnzrTWjbjgIPLz+P0594OrbdFkNXruWnaNkRer/G99G4ceveHQJUTx1HZWYKEMBdX0fr1t34g7ciqMxMojY7jfLkeO52ACRBRKDffw/m08nUtqFsEq+L4PYVOGceSbspRDTipFXfWs2sVEZTvwxbQSf8JAigjljfoB+WbePCZz6JK1/5Bjrr9YO/IYPcRrwL3aqz03DKZfiui/L4GKbOnMDkqROoTk/GepxhUk4Z0mmk3YxEKQB+uw2/fS8oVZmfRWliHEprhJ0OOsurMF78aZu1baMyM7U1diLgeNCGlkmYnGzby8GMQi5s1YcYscVbo/XT5pj4HvyP3gbCbSFSlZ98hUnSdvFexhKGWPydL+LkT/4ErGryK4nPvvgcPv3X/hK+9g//v4kfKwnNmIvFnXr+KXz6r/1lnHr+KZRytZJ7d0ppqMp4LjrUsaZGVEB3dQ3d1bWtu5ypSdQW5mFXygjaHbRu3UXY6e79HCJwxmsYm5tGZWoS5bEqnEoZtmNBKwVlQojn7Qjw5HlXUb+0bUOXStDlUnRbKkGXnd7HZeiyA2u8BqsSnZ/vv1I9cOWSvb+6/bP94mj3f022fWc/8TclZUhtElFVdRW9GJWCKLV1n9r+ORRUZwOqO5yda3lh6isIVydhzR5PuylENKJMpwnjbbu263xM7CQtr4uNDmKCAFAa2kl+TGg5Di589kVc+cNvoFvPfr/6fl6rBRE5Yk3Je5RS0XhprIbKVEFSi9jDL059aDFOWksYPrDDvHp8DHa5DOP70W6JtfV9XztKa5SnJ1CZnkJlchyliQmUJmpwqhU41TLsUhmWY4/U5mOlFGBZUJYFZWkoy45utYaybSitUbUtfM6eRFOigLkgGrtsDV96WVA277/3GNn6GL3Hb78fiHbAbd6P7d8jO78PkG3PLVtf37pP7nsebW/+gPeOtTVGwgNfgwiU7zI94nYikHYdGB+t+hDFm70tIAlDeB+9A/HuW+7PdzAAZLew1REF7TYWf/dLOP7jPzaUQMvkyfxOGNVv3Y31+crjY7jwmU/G+pxpU9WJXAQhko6rhq6LxvWbO45XO3sS5alJVKpl1Kpl2CUbllZQIoDnR3kbdzyJB4RDaW6qFn7o+zH1zJM7Aw2lKNDQT9oDEUHLC3KxAScyDx/zg33L9HHYG4tQqzdHaTx1oODuVajaOHRlLO2mENGIMW4HprMzOBzXhGveFblilfE9KK2ghjAutEsl2OXkd14kwYQGQdeFU40vBcjkqfyOIXejnPwEIZI8tSkAfrMFf7NWpQKqC/MoTYwDSmHqxDxKtSqcsSjIYFfLsB1npAIMm6xqFZNPPd4LNPSCDdqCsq2+U8U9FxoEOcpycpjsUcopweq2oKSYAfHDkHD06kMwCJFxIgb+9fchnQeLSCld5K5k/5RdzCAEALhLS6i/9V1MP//xxI915St/nPgxktK4E+9OiCLKS12IoU8UKKCztILO0grOvfw8ysYD3KhbNern18qJBYxdPH/o71dKQSuFMD9RiMEpjWD6BHRtCtbiR1BBtFggWmV0b4lRmuMxQe99pfS9gZBSUFBbedIfWORw5IMaBDcuwXnoGShd3Gs0EWWL+B5Ma5c0OSO0wnA/DyyqKBjjeUPZQe61O2gurSR+nKS4jWasQYjCcXIUYBryuMkEAbpr69ClEk4885mhHjvLlGWhNDN9tOcYgSwnoh0EtUlYXhfK74097hsnpr1mYLM1WzOtSm0Opu5tHYn7mCNWH4JBiIwLbl2Bqa/u+rXin6b6o6xiDyySyMX4wDHCEB997VuJHycpjTuLsW4tLiJVzUl0Pc0/IV8+O8UQPLCUQjgCVypTqsKceWKfR2zbO73L70OJASTq8IoYKAEgBoBAiYEYiTrDYgAxUCJR3Q23Cctt9TrH2PY3kwM6ytJ77t5n2gZMvBXxxOsiuHWZ9SGIaCgk8GGa67t/kemYIkVeFICdKUiStH7t1sEPyjCv2QYW0m5FdiltAZYDhMmPwY8qraEvz6j3ieHcMzqXKY2wVANKB9TaFOm90B7Itwtg80vbEkTJ9kVfsvW5bOWpElhBp/e9KvrWzbGTwtb9955je1qp7bcqkWvNKNWHKP5PmFMiguDudYQrd/Z+ECdcAQC64EGIYbj1xvfg1h/cbZMXQddFd6OR6yJoSeNOiD6OzS71DnH0r7RWW6mrRpvadvPg60x6q3S3hRD6YkkAdOqDfdNurbNtiBdvEALo1YdYm4I1w9kOIkqOhAFMc33PiQFe33tylOojy9av3ki7CUfittoHP2jEKacMyUEQIq35oH5TDFH/lFLRYnuepiNqx8z/tvujG9nlS/v+6kRgB/dqRd17+sHeQ1G9jAQWv27Vh5gp/MJanj0ySAIf/kfvIFy8nnZT8qHgQQg1hLD4lT/8RuLHSFrj9mLaTcg0VR5DLtatpNnzysGvZ6hi2glBCQrjCRwkmdwxuPMRTJcTHkSUDON2YOqr+xdd5rUIQPHTMQ1De2Ut95P4XiO/C8+GJU91IVLBc+pOMY1fNX+vCYqnDoWCSmx+TsJw1zT8RVPs2dscCpvrcN9/A6ax1sejRzNMKiII/BBeq4vOagPuykbaTUpWwhcjt9HEzW9/N9FjDEPjDoMQ+1FaQ+WgSOwwgm57Hju1IxeXUhynJEnFFISAGEAntDlWDIIb73Pyi4hiJWIQNjdgWvWDUyOM6MVIKQVlO1CVGvTEFKypubSblHtr126m3YQjc5v5DqIMRU6CEGmtmE5zvFZk/K0mR+23UGHQ50rwLyVeF+J1D35gjjEdU0aIGAR3b3D3wz46yxto316GCUZtIiPZy9HVr70GCfP/O2Vx6oOp6jikm/Hoeqo1Idj12yGGVT0jUZw6TSa+VAFJpWQCog51ePsK7NMPJ/L8RDRaovoPG4MFN7UGCtDf7YdySrBnj0Msq/BpHYbJhCE2rt9OuxlH5rXarKV3gNzshGA6pkIZheLUaYlz13diKZl6il4fgmePDBDPhXf5e4MHIEZsUscE4QgGIJJf4XDlK/lPxQQwHVM/clGcWjggyoyYrjFMyZSc2HZCINmUTAAQbiwjXON5moiOxnTbMI21gXdXjdaEqwC2PWI/c/Lqt+4iDJIJ1g+TiMDLeUqpxOUkCMG3eDZITH1objBJUIxzp0mmZAKwVR8iiQLYWVDM0EqOhPVV+NcvHSqvc9ITBlmjHCftJqQjwRPcxo3bWL1yLbHnH5Zjj30M5z79ibSbkXm5KE6t0juvsd+XDNtS8EYvfjwcKsa1JJspmUxyEyzB3Y+gauPQ5VpixyCiYhJjotRLvnuo71daj8zIScL40k7kSdJBl/VrtxJ9/mGwSyVMnzsFy+E00H6UtgDLAbJenJrpmAol2kEOmFG5WOWYgoot+LQbCUOg04Sq5WAR6YB49UmJGIPgzkcIlw+/pbOokbG9WKURfbnG2LkQY+CtrMJdXIK7uIiN6/ntTI8vzOPCKy/hwmdexMTx+bSbkwt52AmRaqeW/ekd4upYWVrD0gYhe9SxE23F+rLVjgWIfe+9IADU5uIhASBQcq/TLWEADJJj1RgENy7Bufh0NMAnIuqD+B5Ma2P/4tMHGaVJMxMy3U4MRCSaCDIGYgz8diftJh2K0hqTJxcwfe40xo/PQzOVTl+UU4JkPQiR1uAlzkUwtIOlNcyIBpITFfP1UGAApXbUh9gaO4vaNpaS6GPBwNdl8boQ24EqVeJreAaM6KxuuozbgX/t/aNXPh+xIISyRvNid5TCN2GnC3dxsfdvCe7S8o76D7YIyrUq3Jx0qp1aFedefh4XX3kZ849e5OBqQHkoTJ3mMsUUN2FkU4y/j5Kl0WFh4vjFXUx6c4Jv+99e7h/iytbnSmvAcSChgQT9DdTF7bA+BBH1zXRaMEcdMwFQarQCn8qEQEHzSSdFjImuZ6YXeLhvrD1xcgHdRsZrq21Tm53GzLnTmDxzAnaplHZzckfZZQhaaTdjX2kNhbkT4j4xjpksrRAa7oaIm8QcsFO7VDbYmrfbfii17b7eh/LA2GpvRawPUZyfJCfCtUX4Ny8DMUzGKEgUZBuRHOraGq3Bw5Y+exciAn9tDe7dxejf4hL8RuPA5z710Glc+e4HMTQ0GUprnHz2CVx85SWc+sTT7EQfgdIWVLkGcbObBzbNuJIwqJUY29KwQu6GiFvcOyEGphRgDJQCVLkMMYDx3APfx+HGMtTYFKzpY8NpJxHljpgQplmHBF48zzdik2YSGoxY3GUgW7scerf97LKZPDGPpfcvD6F1h1eqVTF9/jSmz55CeTwHi4+yLA91IdJKx8QxU6K4GyIBGXjNqu1bzVWfwQgRSLsBjE8X5n3HIMSQSBgiuHU59qKMSumR2RGhrGK86Qa2x6ApdF14i0tbqZXcpSUYf/Bc3jNzk7hy1DYmYPrcaVx85WWc/74XUJ2eTLs5haGqE9kOQmgNp1ZNZct7Qa7r8Yn52uJYGiF3Q8QrSymNjIECYJVLQKkKVRnv5VS2Acvayq+sLCtq96guLCCiA4nnRvUfJL5JGDVi6UPEBFDgwp1NO3c5yKFeW6VaFeXxMbjNbK2OtywLU2dPYvrcadTmZgozUZU2lYMghFNNp42jdj4dNq2icemITPMNhWToNbt1jlYSBSZKFUDp6P6tf3rbx6pQ53UGIYbAdFrwr70HceOfVFMq2YIoWaJHNB0T0NvlsL4Bb3ER3cVFeItL8NY3YnnuskZmUjJVJidw4bMv4sJnX8LM+dNpN6eQVHUcWL+bdjP2NXZ8DutXbqTdjJEXd90hWytopWDYo46NZHEiXwS6NglrnudwIhqMiEA6TZhu/IslijSA70s4ukF/Edmq47C12yGmvsfkyQUsXUp/+ZZSCuML85g+dwqTp46PbsaAJOUgCFGZSmm3y4idTg8U89hGKQVbK/ghx0zxyd6LViGqHaGr42k3ZagYhEhYsHIHwe0rgxVuHMBIpQ9RgBIZrZ8ZQPOdd7HxxndgvHi2oz9AKZx86DQ+Siklk+U4OP3CM7j4uZdx4unH2IlOmMrBRa42P5NKEGK0zix9SKBDXbI1uv7oTozETRS7cURUDBIG0e6HPuvLDGzExg+IcRdJXogIwk431h0095s8MZ9qEKIyMY6Z82cwdfYknGqxipVmjbLsqPaWGTzTwLCkFoRgcfPEaaWglHA3RFx6i7ePUm+V4sHRa0IkDODf+ABmYyXR40Q7IUaDgoKqlCBuQoOTjPKHUABtdnYSHyV+lJ2OPfYxXHzlJZx9+XmUatUhH310qcpE2k040NhcWum32CnZIYFeb7QbgsXWYsOgLREVgPG6kFY99h14O4xcTYjRDPgnGYAAgNJYDeWxGtzW8FKb2qUSps+dwvS500xRO2TKKUPcDAchJtMJQozczrIUKKVgaYWAuyHiM0Kp7LOMQYgEmHYjSr/kuckfbMQuAFapBDNiQYhhKFtAqVqG10n2NTu+MI8Lr7yEC595ERPH5xM9Fu0uFzshUgpCjE5INz1KKTiWhhuM3grNJAirjhJRjokYSLsJk0DK2geM2JgJYXYnTvNu8tQCli59lOgxlNaYPLmA6XOnMX58Hporz9PhlAE3WzVAtiuPlaC07quwepzUiAV1D5JUAN1SCuHIJF9PnigFxSBE6hiEiJGIIFy6ieDutaFF2JTCSJ2UrJIDhiASoBROXjyDq29/GPtTO9UKzn3qE7jw2Zdw7LGHuHIiZcqyoUpViJd+DZC91GZqaTeBgMSuY46l4YeGuyHikNGdEOIOb4UoEeWThAFMcwMypMnyket/mtHcCTEME8fnEwtC1GanMXPuNCbPnIBdYmHxtCmnlOm5FqU1KjNT6KysDfnAI3Y+TcnWbggOmmKSwdetRP0hZY3O1Pzo/KQJk8CHf/0STGPIF4ARo0tZfMkKKsfmUD0xB6U1Vt98L+0GHcrs/BSuxvRcSmucfPYJXPjsizj9wjPsRGeMqo5nOwgxlVJ6Lnaod0iqu6uUQsWx0PHCTA/s8kCQzZWR0q5D3DZUmQFFInqQcTuQdiPZ9EsPGK1rvGQ1CCECmABKQohVzmXfqzw+FmtKplKtiunzpzF99hTK4ynl+KddqTwUp56ZHHoQYuSCugdJ8FpmaQUjgOEK/qPL6OtW3A5ULfsps+OSxRnd3Amb6/CvXQKChAoH72fETkbKcdJuAgBAlxzUTh9H5dgMypNVqG2rUVvXpuCubaTYusOJIyXT9LnTuPjKyzj/fS8wZ2mGqeoEsLGUdjP2VJtMqcM/WqfTVFlao+IAHRapPqJsdqYBwKzdhXXiYtrNIKIMETEwrQbE6w7/4EphlIoSZaUmhIhAwUCZEJAA6r60MWLns7jyUVMyWZaFqbMnMX3uNGpzM5zUzSo7+0GI6swEhr0MlsV9hydKZQv4oYzK5Wv0BC7E1KB0Nne4x41BiCMQMQju3kC4eD3NVqR47OGzUtwJUZ6ZQvXUMVRmJ2FXS3tGUqeeuIDFr7055NYdnTpkSqbK5AQufPZFXPjsS5g5fzqh1lGcsl4XwinbcGpV+O3h7tZQarTOpwdKOMhtWxplAdwgGxMleaT97KY9ktZ62k0gogyRwI/SL6W4Ql8pDcGIXHOMiQIAqUxu93Y7mDD6t8d4VZkgymWfw3oHh0nJpJTC+MI8ps+dwuSp49AZTalI9yjbAZQFSHbPG5XpFFZQsybEUG3W1PNCM2prkGOlMrtDENGC9lJK2SCGjEGIQxKvC+/6JUirnm5DRuz8r6zhdVK1rVE9eRzV47MoTY1B2/11FEsTNVSOzaK7tJpwC+M3Oz/ZV0omy3Fw+oVncPFzL+PE04+xE50zqpr97X4Pv/JJuBsthEYQBj6MHyL0fQR+gNB14bsegq6LoOsi9LyYtleO2An1IEPo5ZZsDRGBF7JQ9WHoDNdeGG6aFSLKMtNtQzrN9M8LWgMZ2SEwDMqEwLDyTBsDhRAIfSjp/5qujAvR+Zt4KY+PoVSrwutjwUxlYhwz589g6uxJONV87vwYZcopQ7zs9rdmLpzG+VdeRuj5CHwfxvMRej5C30foeQhdD4Hbu/W8WEY73LkzfJuBCD8wI7YMOSYSZrsodYabFjcGIQ4hbKzBv34JCNIvkZzpN1ICkp7sLk2No3pqAZW5KTi1w+cpnX7sPO7kMAhRtgCnXILv7p5a7NhjH8PFV17C2Zc+jtIYc33nlapkeyeEiACNFkqbqxVsK/pX3ae2iGUBlgaUjt63vYwLIgIjBiYwMMYgDAKEfgDjB/BdL+qwd10Erht9K0aqD5AJJVtDIPBD/uYHpdxW2k3Y24j1T4joQWIMTLsO8Q6f6jNOSu+1Jr+YJDRQiQ2dBOjtdIAEhx6TKhNGu2NymIZi6tQClj7YffmWXSph+twpTJ87zRS1eeeUgQwHIcrjNcw9cqGvx4pE5wUTBDAmjBZ5BdG4yIS9W99H6AW9IEYvmNELYIRuFNjQjg2lVPqB5awY0u9BbwYiQgYiBqXDIO0mHGB0/qIMQgxARBAu3kBw91raTblnxE78yoo36q4sjerJY6gem0NpZgyWE89bwh6roHZqAe1bi7E837AopXHyY2dw7e3LW/eNL8zjwisv4cJnXsTE8fkUW0dxUbYTrerxszEpcD/jC2TQFD1h+MDqxs19UzuGtVsBjTKAncX/Tn7iYWhLcG9HRO9WBKJU1DeQXhdBJDr9ivTuE4jp3W/M1tfFSJQSYfOfCBBEtxIKxITR/aGBCcPefQYIQkgYRvcFISSMvn+YBbXEDGd3glIKZduCkRAhk532TZkAyutktsgaEL2GVA7TbBDR0UkYwDTXM1ObAEC0UGGEiAmgsM8CjkEZAyVBFHyIMT2NMl4ud0NMHD+2IwihtMbkyQVMnzuN8ePz0Lz+FYJyypmeHgz9/lunFKBsDW0f7bxQmpnG5BOPRuOa3hgHRiBi7o19pHefMffGQiJAaHY+bnPctPU4AXpf3/G9246x9bjec249bnt7CkprBRtRIIL6p036C8gpwiBEnyQM4F+/BFPP1up2EYNRSiGiY0jH5IzXUD29gMrsFJzxKlRCOQ0nHz6TuyAEAMzOTeJ2tYJzn/oELnz2JRx77CFuuSwgVZ3IbBDC76Q5YbH9tS5bdylI9CV1/xlX7fJ9Ca7mE0R5WDeDIL3gyL14tNz7XNDr8Ee75ozI5vaQqGO/1WkXmHDbwKDXebdrw0sZoJRC1bHQ9sKonXQg7buZDkAAGLmFEkQUMV4X0qpnbpXsyPVnjxgAEhEo6e12MMGetR2OKq+7IcoTUUomu1LGzLnTmDxzAnYpxqAPZYJysv03lRQno5VSgGVBZTA1816BCzFhNEYKw/uCGJsLyXYGSKLxURh1aU24MzjSC3oMu66NpRUECgF3kfcv64GpEfpTMgjRB9Npwb/2LsTtpt2UBygAotTopGVS0WSaDDCIUAqonDiG6vE5lKcnYJWH87K3q2WMnT2J1vXbQzleXKZPn8BP/s/+IjvRBaeq40B9Oe1m7MrrpLRSQWkAGe+gKGxN7EanwSg4svcp8fCd4lJ1uB1qpRSqJQsdLwA3RPQhD3NpJohSpRHRSBARSKcJ081o6pJRW5k+QG2G7d+jJATCABpmaMFkFboQnb9Urx/7/Kdhl8tpN4OS5GT77xsOuns8DjkI6CqtC70b19YaIoa7yIviMNfrnGIQ4gDh2iL8mx9mOnKmtAJGJAqqoKAqJYi7/ySlXa2genoB1flpOBPV1C5Akx87hdb1W8jHbFFk5oVPMAAxAlQ1u3Uh/FZaQYjROI/2K6ivD/2YWilUHBsdLxilBSGHk4e0ImEIOGk3goiGQUwI09yAZKBm3p5yMHEWp35SYUW7HXqBBxMMVFQ6TkoMxASAzs/0hNIaFgMQhafsUtTnyuAkoRiBCWT4p7YRO5dmld3L6MFAxMFUxufjRCTjLYxPfq7yQybGILj9EcKV7K9iV2q0iqxZpRLMfUEIBUFlYR6VE3OozEzAqmRjEt0qlzB+8QyaV26m3ZS+VE6eQOXUybSbQUOgKhNpN2FPfjudXWejcuHvV1DfiDpEQx5oWFqh4ljo+BnKI55B+eiqjlLvhGh0ie/BtDYyn4db5SF4G6e9CnFuDzqYMDNXk6g2RH6mJzQXbY0M5ZQhXiftZjxAhlsubkvWJ3RHhVIKto4msBmH2J88kFI5a0bnD5ifq/wQiefCu/YepN1Iuyn9GbFItFVy4COa4K+dXkDl2AxKEzWoGOpFJGHi4im0rtzIxYTR9AvPp90EGpIs74Tw6ul08kVG7nS6LwkCmHYL1tjwXyu2pVEWwE1ji3leZPjFqmwH+vgFqMrYwQ8molwz3TZMbsZM2RwrJMZE19Adux0kgMposEiZ/OyGUJZV6FQvdB+nDGQwCGHS6iZntws6cpRScCwNLzQsxbav7L5oVakCjNCYKftX+CELmxvwr70HZHkr8f0yPBERD4GybSjbgbIsjD90BtNPPQS7mo/tr5ZjY+Lh86h/cC3tpuyrevoUKsePp90MGhLllKHsEiTw0m7KA/x6K5XjFv5UeghBfT2VIAQAlGwNEYGXYsG9TMvwC9Y6+wSUzTxMREUmYmBaDYiXvZp5e9LZPW/GZatQrG1BOQ5U0O3tdsjH7JQKPRhlZb6IuHZ4jRslyi5n8h0UppWSO+Pvz1GzGYjwA5PJ12kmZPQ1q8rVkVu0xSDENsHSTQR3rg6tAFdssvl+6p8ClGND207UabY0tKWj1Uqb26a2nTTssUpqTT2s8XPH0bh8HZLRfXLatjDz4gtpN4OGTFXHIY3VtJuxg4jASykIQQ8K6hsonzyT2vFLtoYRQZDRc2eaJMsrerk6lKjQJAyi+g97pfvJqoxOQvRNBMq2AN0LMuho3KSUjsZQWj84eW/y9TdSYqBMAFjZneTXts1dEKMmo8WpJaUgRNaDhKNIbwYiQgYidpfV38rovZcYhEBUtMu/cQlmYyXtphyKQnbfUhCBcuxoy6ptR/+0BrSC0mpkLmDasTH56AVsvHsl7aY8QNsWFn7kh1Gam0u7KTRkqjoBZCwIEXoC4cr3zAg31lM9vlL36kOw6Nr9RuP6SUTZIl4XplWH5G3RFrKfx1wBgG31Uv1sCzRoDekFGEZh7KRCD0bbmfxZlWWxFsQIUqVsBiHCgGMmukdrBRsKflo7ZDIte9eTUTXyQQjTbcO/+h7EbafdlCNI/ySjbAu6XIqCDJYFpTSUznz1l6GqzE5hI+1G3GczAMFi1KMpi3Uh/G6KNQBUpkO6qQjq62k34V4gwgtYdG27LO+EIKLCERFIpwXTzfFuRb15nU9vgKKUAmwL2na2xk3YDDDss7p+lIZUCgKVwUJdyrJglbM5GU0JsxwAGkC2Jv0lYDom2snSGiKGu8jvI3zJZsZIByHC9WX4Nz5IsaJPPIZ6DVAKulKFro5BV2vQtXHoag3SacBsLA2xIfmjK9naVswABKnKRGzPZULB4tvLkNBEqQF6adWUVoDe9rFCtAsKKpoMUCrKvKair7l1N7Y2DSov+ZKHKWzWISaE0laq7dBKoeLY6PhB7jImJkU4ACSiIRETwjTrmawjNTClh5Z6V9k2dLkCVSpDl6tQ5QqUU4JwzNQHg2jSNxsYgBhtSqnovevHUwNHShNAaax3LorORyK9AIcxUEp6d9/7OiDbPhWICMJgOZb2DIx90EyzLQ2B4S7y7RiFyIyRDEKIGAR3riJcupV2U2JxlH60AWC0BVEaRlkQHd0arWCgIcrC3HgJVm0MujoWFU7ZZZUOT28HsxwbytKZSDWjSyUs/NDnGYAYYUGrhfU334V3uwG7bMMq27AcDdvR0DagrShY0K/2WgBvvXnkdqkUB3jpro3MJjGCsFGHPTWTdlNgaYUqAxE7KZW/OlZElCsS+DDNdYhJv/8aB6U1JDzcAjQBIFpDEKWWNYjSJEFpGCiUHQulSgWqXIEuVaDs3YfaPGsfTEl28ppr22YKphFnPB+mPAXYFSA0Ua0VCaFMGC3WUf2/WgUKUh6HUjsX+Aw6BlEAdKmOsNMZ8DtjwCBE5tm9cTwDET18zWbGyAUhxPfgXXsP0qqn3ZQjMVAI7DJcqwzPKiMoaRhoGAUIdC+ooCBQMFD3PlYaYe++EPrAgODJiQrKs7Xh/FAjoDQ1CXd1PbXj61IJk888hcknn2BnekR5a+tY++braLz9zv4BMQXYlTKsahlW2YFdsaFLNqxSFKiwbA3LESitYELBxpW78TQwSK+AIrsmuwvqG5kIQgAMRDxAaUDyvZuTiLLLdNuQTjOX9R+2M1AIlYYPDb82FfV/esEE6Y2dABV9rHQUbFC69/G9cdR+kxiWUpicqsAaYAEH7UPSD3opraEdJ0qZRSPJeB6M60WBS+1E/7YlN9g8MxoJoYyJXrcSRLdhGPXRTACYaAYGAFCeeCAAcVi65KQShOB8bvYppWD31g4zEEFZMlJBCNOqw7v2HuDnYyuxrx14dgWeVYKnS/C0A1fZ8JQNT3TiZ3/H0jgzXU30GKPGmRpLJQjB4AN1b9/B2rdeR/PSh/0twRMg6LgIOvulRxLokgNt2wi7fiztlDDIzI4higT1bFWzYSDiHu7eIaIkiBhIqwHjxZN6JGkCIIRGAAshFPzewitfFAJEgYStvk+pkkgbpqsOAxBxSjEIweDDaBORreAD+twBppQFbL1edt/VbWCi51M6tr6bLqc0rmcUIhcYiNiOr9msGJkgRLB8G8HtK5lLW+BrB53SOFxdgmeVoiADbLiw9s/3PIT30PmZKjvTMXMmxoZ6PAYfRpuIoP3RVax983V0rt9M4AgKxgtgvDh3Lyg4k+Pw1tLYrZat60NWhBtraTfhAQxEEBElQ8IAplWHBPEsLoiTCysKNigLgah7AYfdagcM8dpQtjXGy5ywjpOCwIhENcOGdUwGH0aaGAPjejCel8ickYIG9ik+fxjayVbNScoeBiIoawofhJAwhH/zQ5j1bBYAa5SncK10LO1mPGCy4mB+jMW34ubUkll9dT9lWZh86glMPvsMi6iNIDEGjfcuYf2br8FdWkm7OQOzqhUgjSAEl5XvKms7ITYxEEFEFC/x3CgAkYFUOLtZQRVm+66GjJitlYY6WT4SRIbWJWPwYbRJGN4LPuQMd0JQPxiIoCwpdBDCuB34V9+DdFtpN2VP++52SImCwkXWgUiEVUm2o6AAjD/+GKaefw52jX/DUdT68AqWvvQH8OuNtJtyaFZqHep0Dpt1YbsF4/uZXG3FQERW8c1ElDem04TpZHfMBGQu9gAAmCjbKNvxrm6mHgkBldx0hVIayrGh9yggTsUmIgjbHYifvV1f/dJOOq9dBl3zh4EIyorCXnHD+ir865eAML0ip/0Y3hqP/s3UHFQdrgRJglWyoVQyWcHGHrqI6U98HM7UVPxPTrnhra7mOgABRCvSKFvC+jr0XPZ27QFRIKLm2Oj4IQwjEUREAxFjot0P/n41oGgvU5XBhtN5L/I9TEpMIoEnpRSU4zD4MOKUUrkOQACAtmxAW4AJh3zk7M1h0cE2AxEKQMBABKWkcFdeEUFw9zrCxetpN6Uvu+YwTZl9iDoQqjoO5bYzveskE5RCaWoC7np8k8S1c2cx9fzHUZ6fi+05Kb9Ks7NpN+HIVCbXOo62oL4BJ6NBCADQWqFWstD1Q3aqiYj6JIEP09yADH0C63CyuHhr0BXBSimgOh6NmRiQ2F/MacGUUlC2k9rqccoeZVmQMB/nv71YJQdhd8g/A3dC5JZSCraloJQgCJMJ9BLtp1BXYAl8+Nffh2msp92UvlnI3kVPH+KiouwSrPkzMO06zOrtBFpVHPbk+JGDEFaljPHHHsXEY4/BnhiPqWVUBM7sTNpNODKTxg42EbAoxN6C+nraTTiQUgoVx4IXGHhhNvOZExFlhXE7kHYjVyvzFSRzgYhDrN2CKtcApwJprWd+136qYgpCKK2hbKZdol1oDeQ8CKFLZYTd7lCPyRhE/llaQSkNPzSMh9NQFeZKbNpN+NfehXj52ko8017G8uQUOio7ubYP05nepKoTgLrDlT37cCbGDv295WPHMPHk4xi7eIHF02hXztQklKUheZ6EDcPhr0xSW//RLsIcBCGAKBBRdixoreD6IVf3EBHdR0Qg7QaM20m7KQObgYtVVNJuxg6HzY2utAacEoRBiL0dIQihlIKyLCjbZppP2pPSOvd9RVUuzJQeDZlWCiUrCkRwIzkNSyHOWMHqXQS3LgMmf5NuGoJznVt4r3ouMyHlw+yE2BRtcy0xr+w+nPHqQI/XtoWxhx7CxJOPozTHlEu0P6U1nJkZeMsraTflCBSc8Rq8jeHVtuAAdX9BfQMikptCdE6vQ83Ca0RE90gYwrQ2IEE+86DX4KMDG52MDGGPsnAregIuKNqPAiBiANV/H02p3q4HplyiPigr//1/q1Qe/kFzMh6ggymlYGkNk+cFjJQrub46izEIbl1GuHo37aYcSdVv42RpHbftbKRROUoQAgBglwAGIfZkV0p9Pc6ZmsTEE49j7OGPwSqn0Lmg3CrNTuc8CAFYY1WAQYjMMK4LcbtQlcGCqGmylAL3QhARRcT3ovoPMefZH7YZdOFiDCYDuxePHJhnEOJgfQYhtG1z1wMNrgCvF11KYUqPQYhCOXJAnWgAuQ1CiNeFd/U9SKeZdlNicax1F7cnpzNxQj/qSUjZDqd99qFLDvbKPV+anUX1zClUz5xB5eSJobeNiiEqTv1h2s04kuh9MkTpn3ozL9hYRylPQQitkMGyS0REQ2c6LZiCjJk0BGMI0ED6qWyP3HXQuR2KD40S2XVcqZQCtIbSFpRt5WanJmVLEdIba2f450K+34pFKQWlmFGdhiOXPZ+wsQb/+iUgp1uJd6Mh0ACysDZp7Kh5Be3+VvqPKqUVShPj8BotWOUyKqdPoXrmNCqnT8Gu1dJuHhVAqQDFqfWQt0cXYRCStKC+gdLxk2k3o2+ay3qIaMSJGJhWPXc18w6ilSALK55K9tH6KkprCGd+9rdt547SOqrz0LslOqrNYFYe03pv0rYd7RYa5i43BiEKRyuFkNciGoJcBSFEBOHiDQR3r6XdlERoSOpbi22tMF46WqdO2emvTMq6qWefgj17DKVj81xJQLErzc2m3YTc4fvwYHkpTr1JKwWtwEJraeD7iSh1EgYwzXVIWLwtYSoLEQgAVSeGiXBtASxOvQ+BLpWi4AOvLZQAZWlIjoMQAGCVHITuEIPNfC8WDv+kKRnB33tughASBvCvX4Kpr6bdlMRoFV+HWisFSyuICESiSZjdN7PuNFlxjtzBk/bw8rjnVfX0CegJThRTMpyZmV41v7RbcgTDHgyw53WgIGdBCCBKyWTCPL8R8okTRUTpMl4X0qpDCrqqMcYhE4Be+j5EC94E/W9MqB5xJ4QEPmCKFySKk4KJVnoTJURpC4J8BwJ1uTLcIAQVTlQXtph9BsqW3FzRTasBPTkLa2o+2jKno62Y0NZWPsjofg3/xgcwa0tpN3lgWiS2SNj8WAkPzY09cL/ZCkpsu912v3PEFChmfRGmtX6k5xgJLNxNCdKODWdiAn49vwFBCXzslpxSeudJpTSUpe9to0Zvm75WgNLRx0pBdO+xCr37FUQBChrQamuy1OqzYPwoCxobEJFcTTBbWsMv4CrgTOujgCgRJUdMCBgDVZuI8jxHF817/7Y+BxCGCHO4wCvunRCnpyq9CZh77g9IbH2+dZ/APsK4SQIf0lpnKqaDGAMxhgWnKTkFSN+p9k2n3RvvqHvn/u3jp637tl0r1LbHQqno/bd1PQF0meOmoun1DhiGGCKxLMByRm4zRG6CENbkADnOc9qZ0zG+5e/vSO+4XwFWAi91s7EE01yL/XmLSAIv7SZQwTlzs7kOQgAKk49cgPH9rd6Q9HKdJnGhtstMI3cQCUKYVhPW+ETaTemblaOASe4pBXE7nCgiSpnSFlSlvxpjgpwGaWOeKdntShEFcLZ/Mb7riYQBAxCDMAGgOelJyVA6//VFqgvHUDtz6r4Agkps4RBrshSPUgpaK4TMY5s4sTSUU4W2rGhR/Ygp5kgxpx26eIMQsT1VX0x9GaaRv5VUqWEQghJWhOLUAKK0TBL921yhkQTl5CYmn6pgYz3tJgxEa1WEBW6ZFO1K6qUw8TqQbit6rzIIQUQJ0zEHIIa5w48BiEPgjkZKkDpiJohMsCxox4G27XvF27kQhwbEl0xyRAGwHaA6Dl0ZH+lAXjFnXXLaqYszHdNeOyESw4Jqg2G6CkpYaTb/NUeGOSjQSR5La2jLgoiBBPkeSAeNdZRxNu1mDIR1IeIjItGKQTFA4EVpXx7AEQxRbuR0zBRnOqZUJl1yXgR36DgzRgnaTDWU1/Nh0WwWCefO2uFjXYh4iQKU5QB2Kdr1QAAYhMgUjfg6pNaQl36qqWNQ3RaEwYj+OOW0W0AFV5orwk6I4Z3HotUIe1w7VPR1bdnRKm9LQ2sdBROViupQADsHydLLHC0Gmz+HKA1/Nd8p68L6RtpNGBjrQhyNiETvD2OAwN0aHO6Jg0YiSlicQYhhL9xSlg1UapBue6jHzTWrmFMWlB3K0jlfKDTc+a/9dlmISDQO2hoL3Uupix1fiz6Xrcft/Bmssfykfy0K1oU4OlEqus73G3gYwRh7Ma/okr/VJa5VRjvGXJdD71BrC2rqGGT19lCPm1eqVEm7CVRwpZn8ByHUEIOpfrMNE5YhoYn+BSEkDGGCELNPn8PefYjtHendvp6fnsVWDlmtoHoBls0i35v3S5C/QLPVS8nEFKcHE0j0t9/8LDRA6EG8AfpV3OlHlB85XbjVQXx1nFJZZF8eAzwX2HU3Ge2wOaFDlCClrfzWyAGGfi6X+xb3yObxwwAS+ENtC8VHKQVLKwQcNPVFFABtRbvElRWlReNirAMV7oouYQDxumk3YyCuVcGHY+fgIb4tOiV7+D1qXZuEcspREKiXx11Eog62MTCNldwOduKmHAYhKDlBq427v/17aTcjBsM7j4UdF2HH3fVrYoA4Ts9qiD+PLpcx/dkf3LZbYzOosP3jXr5Yve3jAtJKoVqy0fVDFlu7nwIA3Uuv5EeDx6Oufyro64ioiPK4g3ldVdCU+IIQVgrnLKUUMD7TC0LIfauDBeK70TmZuAuCEmc8D8bP+fttyN1b2WtOhwtRcs+2NKAMAqay3UkBojWUdgArCjpoFh48lEJd1UUM/GvvQbzdJ5KyqGvX8GHtLPyYT9jllHKOqfvSDG2+LQ0LsO3EnRCUABFB4+13sfwHX0XYyVcwdlcqI+cMEeRpRwMAKMeBPZX/3TBx0Uqh6ljwAgPfmJG7HIn0djhoFQ1UxUACL5l6ThyAEuWCeC5Mp5l2M/omIlhXVbRiDEAAgG2lc31XWu+avk7EAC5TNW3iLghKihiDsNOB+PkLxo6CqO+ar/FXUdhaQ0MQGDOSO8kF6AUadDR+sixA22DMIR6FuqoHNy/DNNbTbkbf2s4YPqyeQZjAgL1sZ2cSQIyB1FfSbkZmKMtmh5piZ4IAt37lC+hcv5l2U2KUjSt9bBPWQ/xxlGbxq/sppVB2LJREIzCCIDQF3m6sAI1ogW0YAIF/Lx9v0kfmgJEo8yTwYVr5qfEjIlhTNbQTGLraWUud4LZZuHo7K96gExEAGM9H2OkUZ5FkVn4O9gELQ2uFkrZgRBAagTFH3iudTSqq26h0FGgYfkql0XvPFGYmVMIAplVPuxl9a5YmcKV6GmECLzoN1UunkI0XtDRWcrndOzHcBUEJWH316wULQCA7Heo87oRgoHNPSik4loJjaRgR+KFBEOZzpU+0SgzYen0aAwk9INVC3Pl6rxCNIgn8vdNpZIwAWNM1tKX41zUxIcTtpN2MbGF/hmImYVisAARQrJ9lkwiDGhmglYK2FEQLjCAKSOT09SYAoDWUtqOdiNoCtMUdDkNWmKu6smyUHnoa3uXvJtp5a9tjuFU7Dtk2yBaoXlRQwWy7D2rzehB9PfpQQQS9xyXzajcQvLfYxOMLE7BSfkeJCBAGUJb1QAGjUcV6EBS39tXrWPvWt9NuBmWIsrkToh9aKZRtCyVLwwhgJFrpY0QQigx/TCcCbXwo34UKXKjAB0wAmBDKhL0aS0H0cRhCfPfoNRzixo48UebpSg0QSTwd0xoqCNBbUah64yVBdN7qTS6JYGschR1nNLX1sUhyJ5aNjo+yrVF1MnDdDINoUoSLtyIsSk0JKFwAoicL6YvyEtymwSmlYCnA0goiUUBCJLpmb34+9DYBwNbM7L0ZWrVtQbbaTO9s29ClySG3kHZTqKu6ckqJByJKxkUD5f6Dsrs9bgjXhoYb4L3FJh5bGE81EKGUgpo9CQDRZInbjv42XntkgxKKOyEoRmG3W5Ai1A8aVvqYg0hsvarh9c44aB/MVscaakcR8s2gxL1Jsgf/hvcmybY9/oHnjwqTR7e9a+O2j2X9LrByE/C7Aw2MMznfz1VrRLmgq2MAkHggwt08qd5/atv1VDf884cAWGy6WBgvpx6IUE4ZyilDjAFCHwg8SOCPblCCqZgoZmG3CwkKOgfBnQM0JJvjpu3X7O0BCWDbJX6Xa330uGjZwf3Dns2n7YUQtl7S0Zip95HxoQ58ud/3xNzukBmFm6VIOhBhmwA1BOjk4FdXd328v9TE4wvjqUfFgXsda4xHxVLFdyGdBsyo1YtgEIJiIiJY/L0vI2jkp7DkQIq2mkYEpbnZe5+rXpHgzU7StqxPWx9u+x08MLG9OTEusrmAtPcFQI+Nxd36kbS5BXkQ0ttBYXor0rQ6uE5CKCFCrygpONLvbxBRf5IORFQQooXsTySLRIGIExNllDOwkzAqWl0GnHJ0ee8FJaTTjHbEjQhlZ3+8TflhggCm66bdjMQUrfclnvvg/PWgc1q7PX6X+5TtZGK+LM+UUr0AwuHGTZvf2s/fQQyK94IfIYW8sm8GIsK1RUAkisaJQbT/V2DqqxDv8BegMdNBx5qIr8EJ2uj66PgGtVL6Her7KacMaa2n3YyhUrbDgrEUm8a776P53gdpNyM5WUnSH1cwRASQAyYPNjthu3xpz/vUgw/IWp3NUbK5y0EP0jsu0nWBgziiXNHVseiiYTbHSptfkahGwRHGTCXkZ8JcJNpJnoUgxP2U1hCxRioAAYA7ISg2IoKwXZTFHrsTkfTnZWPsAw6zpqiybPZfU7I5bhrwuzDMDAMUr0IGIYAoEGEvnNn1a7JwFt5H70DajUM991jQwXJOghAA0HD9TAYhxPdgWhtpN2O4WA+CYtS69GHaTUjWQRP2Q5LHDRkSZiOVFfWnUMHpPL5hiEacLlf3/JrptmEOOWayYGDBIEQ+IuNdP7vXTum20m7C8DG1JMVEwrAXaC0wdr8Oj31XoqHJR48wZsp2UHroaejpY4f6/jHvcB3xtNS72cwjaupLI3fCZz0IipMq+HJ3CTNyfsjjeSoj9TSoT0V6L4/aSl2igtOVGqyJmUOnqigjP9ejwAiCDE5USuABfnHTyOxK62IF6ImSlsfxCtFhcNNKrhVo1DsYpTVK5x6FffzcwN9bMh6sHE3wtP3sTQiI24nymo4YVc3PDhrKPpXBlAFxkqxMZuawT5+Z3x31Rxdntecwt88T0XAopwQ9OXuoSWEnR0EIAPCC7F30R3IXhFNOuwVUIKOR7z/9c1d+f8/p/+5oVI3ea29kgxCb7ONn4Zx/bOBViHnKcepnMC2H2VhKuwlDp8o1KJu5TSlGBV8hJmE2zrOSx85BBs/7tA/uhCCijFOWHQUi7NJA32flLAhhMraaWHwXCPy0mzF0iilsiQaSrTNXzvLsmEMAABY8SURBVPCXlzN5DXbtYgRfewUa9R6eNTWP0sWnBvqeU+5Sbna8BaZXnDsjTKcB8YpdGGo3amwq7SZQwRR9JwQE2SgSlp3TZ9+4EyJfCpVygq89osJSWkNPTA8UiKjBRylHgYjQZOeiLyIjuXMcls2FWxSvLIwnkpah+R4ior0wCNGjnMFW9Uy4Gzhm8lMbws9Ih1pEIBvLaTdj6JTWUNXxtJtBBaOtAk1c7karbARQ8zhu4URwvhQoCCFhkI33LRElQik18O6tWXSgchLRD7N0/vK6I3k9V6W9C6UT0e6KXiswWRk679OIGb3XHs9Umyxn4Aj5ydYtlCUfuY+DjBR4ldZ6VFxtxKjaJJTi243ipQoehNDlSibm/3OZ3zQjgWfqU5HeyyIsjE5UcINOdtkwmEI++v9ZScckYiDuCNaCUIr1ICh+eezLD2oUfsaEcPEM0fBwVrRHWdbAK9UtMTjfuZ2LrW+BSX9CQIyBNFbSbkYqVI2pmCgBVrFP4drhVvzDYjqmfDFF2yHI1x9RoR0mVc44PFRyUFMvMyWV3DaQgfHb0NklrugmOowMvG84mU9JE5FczL/S3tI/U2XIYTrUNb+Jk+FGAq2Jl5+BnRDSXM1ModlhUk4ZqsTiahS/Iu+uEREYLyOFGPO4sIiTwLkhXhfmzpW0mxGvESyiSjRSDplCbgYd6IynHsjCTggxIcQdvfp5AFMxUTJyuat5AMq2C/8zEgHojXHTv07HJgN9jmEr7gzWEB1r3YGT8dQDfsrLesQYSCv7wZok6KljaTeBCsp4+UhtcBj2xHh2fr4cduqjRSKj16nJGxFBePP9wu1cMa31tJtARBlkQTCpMnJt30MmClN73ZGcmIBdGrhOI1E/it4n1iXuHqfiEzHFS/la8HPTbhiEiIGGYCZspt2MfaVdZE1pDX3iIVgL56An56HKtVxO7A1KVcehKmNpN4MKKuwUeJVchnZ55HFlkVL5bPeoMau3YQoYoJfGatpNIKKMqomf6UF3FpqmKmNQk/NQtUmgVMlEmpVhGDQ1MlHfipzazLZG5hxBo0tEgEJmVZHCB0nvZ6fdgKKY9taxaE+m3YwHlG0LZ6YqmB9Lf1WJUgooVXvbbOcgxgBeB+K2IW4L4rlpNzFWSmnoqYW0m0EFFraLGYQQESilYI+P9dIyeTB+kMusSKmxeHnPOnHbCO8WLA1Tj2ltQMIAiq9DIrqPhqCiDbpyuJROSVEAxss2pqrZOG8prYFSZSulq4QBEHiQwItS3hVs0kKVa7xmUGIKPcnXGysppaEsDVEqvYVIRf49U7qKloZpOzGAylafKEm80m/jnHkYprGGsL4K01gbKGLuhNncWvzMyQnYGY2MK62Bylhvp8AxSBhA3DbgtqPARM5zSqvJ2UPVGSHqV1F3QiilENTrD9ynK2Vo24lW+xiDoN1hZ3cPLOqYbSKC4Ob7xV2ZJwJprUNNzqfdEiJKgLIdWJOzEM+F+N2Ba75lsS7EZNXGTDX9RVt7UZYNWDZUudZbEXpfUCLPemNCosRkIc1aUkIDCc2Os6ooBWXpqH6gVtAWd0vsh7vHs01MAdMwbScGAIMQI0nZDqyZBVgzCxATwjQ3YOqrCOur+e3c5eh6qyw72nZci3aUSOBFwYhuLzCRo5zZyi5Bjc+m3QwqMBME8JZX0m7G8IjAdLow6G7dpWs1mO4QdlDlsV96yKKhNBxm+Qak3Ui7GYkyjVVoBiGICkvZTm+xzXi0kMhzIb6b30VEeRozKQXYDmA7UIh2jSLwekEJPwpQ5IiqTnASkBKVp3mEOCgRIAghiH7u0LZhVcopt4pocCLS2wVRYCJbmSBGAYMQe1DagjU5C2tyFrYIpN2IdkjUVyBu9+AnyIg8B/2VXYKyS8DYdHTy8d1eUKIF8bK9AlpPL4zMSYTS0blxE8bP1yAzbsNa7Z/HdzJ3QmSXdFsIF6+m3YzESWNtpDrURKNMWTZU1QaqYxAT9gISvUnxDPfXt8tHK3enlAKcMuCUodBbNbq1S8LL9q47pwTlcHKUkiUjPmbK9xluGNhXzawip2HaTmQkauYCDEL0RSkFNTYJPTYJnLwA021v7ZDI+kpGKcgbNqon0cuLOjELEQO4m/Uk2hAvO4EhPTbFYtSUuNaHxcwlP4ihTbTnsUPAnRCZJGKiNEw5mZQ7Cgk8SLcJVZ1IuylENERKW1CVGlCpQcRAfC+q++a7mQ5IZLhpA9u9noR/LyiRlR9WKV4jKHFizMAp4wpnSCtTlVL5nH3K4VBvFBQ+DdN2YgCMxiJCBiEOQVdq0JUa7IUzEN/r1ZBYh4aCydhpN887Ifaj1PZ6EtEWy620TW476mSn0S7bgWIxahqC0swMZl/+ZDRBrhSgNvNZqq37ok97H2/erxWa776Pzs3baf8IR8cO456UxSBEFpml65BOM+1mDI00VgFOMBGNLKV0NBFeqvRSBvkQrwvt65FY2JgV9+pJVDNVT0JVx6G4aIKSJgK9Xyqi/RYbiQwn9WvSshJ4zCwOKrNmJNIwbTdC71EGIY5IOSXYcydgz53AJ0XQdAPUuwHqboBmN0g9KDEqr2WlLajaBFCLJju26klsFroexuoHpaBnTjINCg3F9CeeO/T3hu1OMYIQWsOeqEUTGZt9R5F7/zbv7J0It3Y52haU1tCbt44FpRWU1lBW71ZHQRttaVgljdzNlnBQnzmm00C4dD3tZgxVuHwDqlyDnjqWdlOIKGVRyqASlFPCPIDp0KAbGHSDEF3fIEh55VRRdo8fZPd6Ev69oMSw6kk4ZahSdTjHopGmLAvWIRfnSIGCEGLMrikyD9qhppTqjaWkNxyK8tdvBW82v39UJp5oOEYlDdMWiXYtaqvwqWwZhIiRVgqTFQeTFQcAYDIQlDAjejHYs57EZmAigd+LnpiFKrMzTdlnT4yn3YRYlMdKqC0M42fJ33lUWQyGZokYg/DGaKRh2sEYBNffhdVtQy+cK3ynmoj6Z1sa45bGeDkajgYpByVG7fS8aTM4BKc0vHoSWjMNE+WC2txxXoAThHjdQ6WYzf9P3gf2TzNlpNIwbScGMALRdqHHTAxCJOjAoIQbJB4kGImLxgF2rSfhde8VufbdI3csVKkCNTEXU4uJkqVLpbSbEAsz6vld98OdEJliFq9GAfARFS5dg3htWKcfZeoNItpV2kEJjpkiD9STMCHge7HWk1DVSe4cp/woSBBix85xooyK0jCNcCH5XspEsawoBX0BMQgxRPsFJRpu9C/uoESWC8ClRSkNlGtQ5RowOR91rjd3SXQHryehlI7SMBU4WknF0r19J+0mxML4I9xBOQAnerPDtDYQrtxMuxmpMxvLEK8L+/zTULaTdnOIKOOGHZTgkGl3SltAubq121u2Ujf5QOgP/ItT5SqUU4zFMFR8Ykwyu4EoWziPkx2jVAdiT71AhLYLGbBnECJFuwUlWm6IuutvBSaOGpQoamHqOCltAdWJrW3BEvj31ZPYf6JTTR9jZ5pypXPzVtpNiAWDEHtjOqZsEBMivHmJs1s90mkivP4OrPNPF7JTTUTJST4owfN0P9RWPYneYrewF5Tw+6gnYdlApRgpQWk0SFCkCVFOtFO2iQlHMw3TXkwAUXbhdkQwCJEhWilMVGxMVGycnoonKDEqRdbipGwHyp4CxqYAAOK7Udomtw24nSid0+Zjq+PQY9MptZTocPzVtbSbEAthEGJv3AmRCeGdjyBeJ+1mZIppbQC3P4B16hHuICSiQ9srKOEGBh0/HDgowVjx4KIi1yXALkFVeqvGQz8KSATeAytaVW2S533KFSnUqmzmY9oLz0vpi9IwFen9FpMwhFiqUK9RBiEyLI6gBDvUR6ecMpRT7tWTEMDrRDslvC709PG0m0c0MGd6Cu7ictrNODqLE+2UXaa5DrNajF1HcTNrd6FKFVjHzqXdFCIqiHtBiejz7UGJbhDCDw8YMw2hjUWntAZ0b9yEbfUkQh/KsqEsTj1QvhQqvSlPcpRlo1wHYl9RjYwiFatmTyBHdg1KeCHq3b2DEkkXvh41Sql79SSIcqo0M5P7IET11DzGT0ym3Yzs4rk/deGdy2k3IdPCu1ehSlXoqWNpN4WICuiBoIQx6Pp7ByV41YzfVj0JVNNuCtHh6PxP+gkE2rJQsIwuVCBiDMeu+9ncJVKQQH4xfooRpZXCRNnGRHnvoATfy0R0P2duJu0mHJqyNKYeOwunwp70vnjyT5UEPqTbSrsZmRfcfB+2U4auMaBIRMmytcZ4ee+gBKMQRHQ/lfdd1wrQlmbd5QOISGFWmecS60AcTAwkDAqxozD/PwFt2S0owXkoIrpf5eSJtJtwaLPPXADr2faDJ/+0KW0VLJdwAoxBeP0dqIdfKESnmojy4/6gRHjkwtZEVDRKKSjLgoQ57M8pQNscNFEOKMWhaz/EQIyJUh/mWL5bT/vSSsEqwBZCIopX7ewZ6Eo57WYMTFkaWrGH0g9hBDpVynag506n3YxcEN+DWbyadjOIaMRxzEREu1FOThdJ8JRGecFcYf0zYe7H+fxrExGNGGVZGP/YxbSbMbDS9AS4n7hP+e6bFIKeP83V/X0KV2/DtBtpN4OIiIhoB+04aTfhUBQDq5QTSimgSEXgE9WrD5FjDEIQEY2g8UceTrsJA3MmWRC+bzlfIVEEyrKhj51Nuxn5IILw1qXcr+whIiKiYlGWlf/aELQ/9j/TpzS4fadPYiA5rqPBIAQR0Qiqnj8LXS6l3YyBONV8tTdV7Exngp49CeXwddsP6bZgVm6l3QwiIiKiHfKWkkkAFlqmXIl2Q3B6um95rFPTw78yEdEI0raN2Zc/mXYzBqIdrkLqH4MQWaC0BX3sXNrNyA2zeBXiddNuBhEREdEWXS7nKiVsjppKtEVpC9wN0S+B5DQtE4MQREQjavoTH0dpfi7tZvRJuDhiABIGaTeBevTMcajaRNrNyAUxIcI7l9NuBhEREdEWpRSsaiXtZvSP87iUV6wN0b+cFqnmlA4R0YhSloWFH/6BtJtxIGVpTD56jh3qAYjvpd0E6lFKwz7/FFRlLO2m5IKpr8A019JuBhEREdEWXSpB2TmYIFVMxTSwHOfXLxqlNQMRg8jhbggGIYiIRlj19ClMPv1k2s3YlVLA+MWTmHvuAsrjTtrNyRXx/bSbQNsoy4F9/mmoUjXtpuRCeOdKLlf2EBERUXFZ1Qz341S0cEvbGkozCDEQdjkzRWmLgYh+5bBINYMQREQjbv6V74M9nq1V2s5kDXMffwjVmSo3QByC4U6IzFFOCfaFp6GcctpNyTzptmDW76bdDCIiIqItyrKgKxnsx2n0gg9pNySf8jaJOwoYiBhAznZD8DRFRDTirFoVJ//9H8/UFuPS5DiLqh2B+D7EsEOdNapUiQIRlp12UzLPLF7NbcE1IiIiKiarUoFystWP484HKiKlLTCy1geRXI37+RclIiJUTp7Awg9/Pu1mbFFOdgIiecW6ENmkyjVYZx4Ho2z7E9+DtDbSbgYRERHRDlatBmVxrFIYOZrAHTXKsjlm6keOdvMwCEFERACAyaeewPQLH0+7GQAAbWdrhVEeScC6EFmlJ2ZgLZxLuxmZJ831tJtAREREtINSClatmonJURFhIeqjYh2ybNM2wATN+2MQgoiI8mj+c59B9ezptJsBZbGjcVTcCZFtev4s9ORc2s3INNNaT7sJRERERA9QlpWNQtVMxUQFp5QCuPPoQHmpbcIgBBERbVFa48Sf/LFodU+KtMXL02EpraFsGxIEaTeF9qGUgnX6UahyBgawGSXdFnf0EBERUSbpkgNdTrdQteIKcRoBSmkWqj5ITnb0KJGctJSIiIamff0Gbv6P/wZI6Qox+8xFWE4xOtVKAbBsKB11nrZuLat3u3n/to83v3b/Y7Xe+TUr+r7otvdYbsnOFem2EFx+k0WY92CffRx66ljazSAiIiLaVdBsQoKU+nEK0HYBF28pBUBtZeFRUDvTX93/8bbP1eb3YvPmwe/leCmfJAxylXpoqJSCspy0W3EgJt0mIqIH1M6ewdz3fQorr349leMnnY7p3sS/jgpeaR1N5m/ebk3ub94fBQh2fO3+x/YCBNs/3goWEO1BVcZgnXkUwbV30m5KJkm3DUyl3QoiIiKi3Vm1GoJGM6WVyEOaTL9vYn9rB4a673bz4weCAlvfuO15dt4yMEAHUZYNCf3crPofqpz8ThiEICKiXc28/El0b99G6/LVRI+jtIom7207urUsWLVxaMfqTepv20GwfUfBjl0D24MFu+8g2BEsYCeXMkRPzsM6fgHh3Y/Sbkr28L1KREREGaa0hlWrIWy1hnCwXSbue3UhDrVbYOsu7hagnNA2EAZILWUDHQnTMRER0Z7CThdLX/oDQCsoy4ayNHQvWAAr2kWgLQvKtrYCCNHH0WO3BxaUbffqFWw+1o4+ZgeXCAAQrt5GePvD3KxkGQbr+HlYx86l3QwiIiKifYWuCwnCe2ObrVvs+HzHzoD7Hvfg93KXANH9RAQwAcdMOygoO/vpmBiEICIiIsoIEYlW9wReVJQ5cKNb34MEXnS/CYEwBCS6LXI9CevERVjzZ9JuBhERERERZczWlLYItnZHbE1zy46bYu+eyEcQgumYiIiIiDJCKQXYDmA7fWf5jVYDhVv/ZPPjMATERMGL7UEMv3cbBon+LLHgyj8iIiIiItrFA7uH+rBzLf4egYrNoIbs+CIdEYMQRERERDmmlAIsO/qH/ksUignvBSW8LkynAWnXIW47O9ubFQu7ExERERFRPHamN7svbdoeZPvuCtn2jwGKgTAdExERERFtERNCOg1IuwHxuttWFm3mJca9z3ctgLhZ6HB7p/7+VUr3P+a+nr9SUABUbRKqXIvhpyIiIiIiIoqPbA9GbE6vD2Un94PHUDr7i7cYhCAiIiIiIiIiIiIiokRkP0xCRERERERERERERES5xCAEERERERERERERERElgkEIIiIiIiIiIiIiIiJKBIMQRERERERERERERESUCAYhiIiIiIiIiIiIiIgoEQxCEBERERERERERERFRIhiEICIiIiIiIiIiIiKiRDAIQUREREREREREREREiWAQgoiIiIiIiIiIiIiIEsEgBBERERERERERERERJYJBCCIiIiIiIiIiIiIiSgSDEERERERERERERERElAgGIYiIiIiIiIiIiIiIKBEMQhARERERERERERERUSIYhCAiIiIiIiIiIiIiokQwCEFERERERERERERERIlgEIKIiIiIiIiIiIiIiBLBIAQRERERERERERERESWCQQgiIiIiIiIiIiIiIkoEgxBERERERERERERERJQIBiGIiIiIiIiIiIiIiCgRDEIQEREREREREREREVEiGIQgIiIiIiIiIiIiIqJEMAhBRERERERERERERESJYBCCiIiIiIiIiIiIiIgSwSAEERERERERERERERElgkEIIiIiIiIiIiIiIiJKBIMQRERERERERERERESUCAYhiIiIiIiIiIiIiIgoEQxCEBERERERERERERFRIhiEICIiIiIiIiIiIiKiRDAIQUREREREREREREREifj/A8FOeFc355IMAAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# create new figure\n", "fig, axs = plt.subplots(1, 2, figsize=(20, 10))\n", "\n", "# create a vba_choropleth\n", "axs[0].set_title(\"divergent = False\")\n", "axs[0].set_axis_off()\n", "vba_choropleth(x, y, gdf, cmap=\"RdBu\", divergent=False, ax=axs[0])\n", "\n", "# set divergent to True\n", "axs[1].set_title(\"divergent = True\")\n", "axs[1].set_axis_off()\n", "vba_choropleth(x, y, gdf, cmap=\"RdBu\", divergent=True, ax=axs[1])\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create your own cmap for plotting\n", "\n", "### Colormap shifting\n", "\n", "Sometimes you need to display divergent values with a natural midpoint not overlapping with the median of your data. For example, if you measure the temperature over a country ranging from -2 to 10 degrees Celsius. Or if you need to assess whether a certain threshold is reached.\n", "\n", "For cases like this, we can use `shift_colormap`." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:37.964872Z", "iopub.status.busy": "2025-07-11T19:53:37.964787Z", "iopub.status.idle": "2025-07-11T19:53:37.966330Z", "shell.execute_reply": "2025-07-11T19:53:37.966140Z", "shell.execute_reply.started": "2025-07-11T19:53:37.964863Z" } }, "outputs": [], "source": [ "from mapclassify.value_by_alpha import shift_colormap" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:37.966770Z", "iopub.status.busy": "2025-07-11T19:53:37.966664Z", "iopub.status.idle": "2025-07-11T19:53:37.973107Z", "shell.execute_reply": "2025-07-11T19:53:37.972929Z", "shell.execute_reply.started": "2025-07-11T19:53:37.966763Z" } }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAgAAAABACAYAAABsv8+/AAAAFnRFWHRUaXRsZQBSZEJ1XzA4IGNvbG9ybWFwFjS1lAAAABx0RVh0RGVzY3JpcHRpb24AUmRCdV8wOCBjb2xvcm1hcLEaBO0AAAAxdEVYdEF1dGhvcgBNYXRwbG90bGliIHYzLjEwLjMsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmeGenhVAAAAM3RFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHYzLjEwLjMsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcjXmuhAAACVklEQVR4nO3WS3KjMBQFUMFGsrze/8yODfTAAgphBae6Z/eciaKnP6lU7vCnfC2llDKUl7H+MG79oem/2qFTP61b51/s1z3nl+uGi3v03jVc3KNd1ztnGNf2uPFe77Trezvj/X3W4c/OKRfnnPd5P/9f77Ov79ynDgz7L7r2x8P+vfppXbPffo/39XW/8zt75x/POdX/971769rvtt2nec+p3r73fb2dP3Tq/X2O32ff5+dzPt1vuDin+30632n/g2nnvx9fTvWr/eq6Mr6t988Z39bP84/7Lr+c31/38/nb/Oo513ZZSimlTPNyrK/9bbypN+33tLbzob1v/Tr+nD+ad39MpZRSbo+5ttOhva/159SMz828V/uo9ame/6z1tb/X134dr/3nOm9b93i13/daf7Xz49bUb8fxTn2ZnqWU/f8XABBEAACAQAIAAAQSAAAgkAAAAIEEAAAIJAAAQCABAAACCQAAEEgAAIBAAgAABBIAACCQAAAAgQQAAAgkAABAIAEAAAIJAAAQSAAAgEACAAAEEgAAIJAAAACBBAAACCQAAEAgAQAAAgkAABBIAACAQAIAAAQSAAAgkAAAAIEEAAAIJAAAQCABAAACCQAAEEgAAIBAAgAABBIAACCQAAAAgQQAAAgkAABAIAEAAAIJAAAQSAAAgEACAAAEEgAAIJAAAACBBAAACCQAAEAgAQAAAgkAABBIAACAQAIAAAQSAAAgkAAAAIEEAAAIJAAAQCABAAACCQAAEEgAAIBAAgAABBIAACCQAAAAgQQAAAgkAABAoL/1Ep4V0UaZuwAAAABJRU5ErkJggg==", "text/html": [ "
RdBu_08
\"RdBu_08
under
bad
over
" ], "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# shift the midpoint to the 80th percentile of your datarange\n", "mid08 = shift_colormap(\"RdBu\", midpoint=0.8, name=\"RdBu_08\")\n", "mid08" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:37.973534Z", "iopub.status.busy": "2025-07-11T19:53:37.973436Z", "iopub.status.idle": "2025-07-11T19:53:37.980803Z", "shell.execute_reply": "2025-07-11T19:53:37.980438Z", "shell.execute_reply.started": "2025-07-11T19:53:37.973526Z" } }, "outputs": [ { "data": { "image/png": "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", "text/html": [ "
RdBu_02
\"RdBu_02
under
bad
over
" ], "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# shift the midpoint to the 20th percentile of your datarange\n", "mid02 = shift_colormap(\"RdBu\", midpoint=0.2, name=\"RdBu_02\")\n", "mid02" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:37.981374Z", "iopub.status.busy": "2025-07-11T19:53:37.981249Z", "iopub.status.idle": "2025-07-11T19:53:38.047920Z", "shell.execute_reply": "2025-07-11T19:53:38.047718Z", "shell.execute_reply.started": "2025-07-11T19:53:37.981332Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# create new figure\n", "fig, axs = plt.subplots(1, 2, figsize=(20, 10))\n", "\n", "# vba_choropleth with cmap mid08\n", "vba_choropleth(x, y, gdf, cmap=mid08, ax=axs[0], divergent=True)\n", "axs[0].set_axis_off()\n", "\n", "# vba_choropleth with cmap mid02\n", "vba_choropleth(x, y, gdf, cmap=mid02, ax=axs[1], divergent=True)\n", "axs[1].set_axis_off()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Colormap truncation\n", "\n", "You may also want to truncate minimum and maximum values for demonstrative or merely aesthetic purposes.\n", "\n", "For cases like this, we can use `truncate_colormap`." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:38.048385Z", "iopub.status.busy": "2025-07-11T19:53:38.048310Z", "iopub.status.idle": "2025-07-11T19:53:38.049870Z", "shell.execute_reply": "2025-07-11T19:53:38.049672Z", "shell.execute_reply.started": "2025-07-11T19:53:38.048376Z" } }, "outputs": [], "source": [ "from mapclassify.value_by_alpha import truncate_colormap" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:38.050190Z", "iopub.status.busy": "2025-07-11T19:53:38.050126Z", "iopub.status.idle": "2025-07-11T19:53:38.054243Z", "shell.execute_reply": "2025-07-11T19:53:38.054057Z", "shell.execute_reply.started": "2025-07-11T19:53:38.050182Z" } }, "outputs": [ { "data": { "image/png": "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", "text/html": [ "
trunc(RdBu,0.20,0.60)
\"trunc(RdBu,0.20,0.60)
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" ], "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# truncate to the 20th-60th percentile of your datarange\n", "trunc0206 = truncate_colormap(\"RdBu\", minval=0.2, maxval=0.6, n=2)\n", "trunc0206" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:38.054690Z", "iopub.status.busy": "2025-07-11T19:53:38.054591Z", "iopub.status.idle": "2025-07-11T19:53:38.059064Z", "shell.execute_reply": "2025-07-11T19:53:38.058822Z", "shell.execute_reply.started": "2025-07-11T19:53:38.054682Z" } }, "outputs": [ { "data": { "image/png": "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", "text/html": [ "
trunc(RdBu,0.40,0.90)
\"trunc(RdBu,0.40,0.90)
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" ], "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# truncate to the 40th-90th percentile of your datarange\n", "trunc0409 = truncate_colormap(\"RdBu\", minval=0.4, maxval=0.9, n=2)\n", "trunc0409" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:38.059518Z", "iopub.status.busy": "2025-07-11T19:53:38.059433Z", "iopub.status.idle": "2025-07-11T19:53:38.123678Z", "shell.execute_reply": "2025-07-11T19:53:38.123449Z", "shell.execute_reply.started": "2025-07-11T19:53:38.059509Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# create new figure\n", "fig, axs = plt.subplots(1, 2, figsize=(20, 10))\n", "\n", "# vba_choropleth with cmap trunc0206\n", "vba_choropleth(x, y, gdf, cmap=trunc0206, ax=axs[0], divergent=True)\n", "axs[0].set_axis_off()\n", "\n", "# vba_choropleth with cmap trunc0409\n", "vba_choropleth(x, y, gdf, cmap=trunc0409, ax=axs[1], divergent=True)\n", "axs[1].set_axis_off()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Add a legend\n", "\n", "If your values are classified, you have the option to add a legend to your map." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2025-07-11T19:53:38.124138Z", "iopub.status.busy": "2025-07-11T19:53:38.124065Z", "iopub.status.idle": "2025-07-11T19:53:38.252136Z", "shell.execute_reply": "2025-07-11T19:53:38.251914Z", "shell.execute_reply.started": "2025-07-11T19:53:38.124130Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(15, 10))\n", "ax = fig.add_subplot(111)\n", "\n", "gdf.plot(ax=ax, fc=\"none\", ec=\"k\", lw=0.1)\n", "vba_choropleth(\n", " x,\n", " y,\n", " gdf,\n", " ax=ax,\n", " x_classification_kwds={\"classifier\": \"quantiles\", \"k\": 5},\n", " y_classification_kwds={\"classifier\": \"quantiles\", \"k\": 5},\n", " legend=True,\n", " legend_kwargs={\"x_label\": x, \"y_label\": y},\n", ")\n", "ax.set_axis_off()\n", "\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.5" } }, "nbformat": 4, "nbformat_minor": 4 }